Data documentation
Click on each dataset’s name to see its description, license, citation, and link to its original source. Code used to create these data can be found here. The list covers every data family: a table from the competition, nominal, conjoint, rankings or simulated family names its family under the dataset name, with the source argument the packages need to fetch or cite it.
Every dataset here has been modified. IRW does not redistribute source files: each one is reshaped into the IRW data standard — long format, one row per person-item response, with columns renamed and non-response material dropped. The processing script for a given dataset is the record of exactly what was changed, and is linked above. The license shown beside each description is the license IRW redistributes its own extract under, which is not always the source’s. The two are recorded separately and differ on about one row in nine, nearly always where the source deposit named a permission or named nothing and IRW’s copy goes out under CC BY 4.0; the source’s own license is the Original_License field, which travels with the record to irw_meta.biblio. A restriction does carry forward: where the source is non-commercial or share-alike, IRW’s copy keeps the same clause and reuse of that dataset stays bound by it.
> irw_save_bibtex("gilbert_meta_48")
@misc{gilbert_meta_48,
doi = {10.7910/DVN/3SF36J},
url = {https://dataverse.harvard.edu/citation?persistentId=doi:10.7910/DVN/3SF36J},
author = {Cárdenas, Sergio and Evans, David K.},
keywords = {Social Sciences},
title = {Replication Data for: Parent Training and Child Development at Low Cost? Evidence from a Randomized Field Experiment in Mexico},
publisher = {Harvard Dataverse},
year = {2023}
}
Start typing to search across all datasets by name, description, or reference.
| Dataset | Description | Source | Citation |
|---|---|---|---|
| 16_personalityfactors | Personality assessment (CC BY 4.0) Catell's 16 Personality Factors Test [dataset and codebook]. http://openpsychometrics.org/_rawdata/16PF.zip | link |
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| 2024_online_addiction_bsmas | Social Media Addiction (NA) Jiaping Ma, Shu An, Qian Chen et al. Assessing Online-Related Addiction in Chinese Primary School Students: An Item Response Theory Analysis of Three Scales, 04 May 2026, PREPRINT (Version 1) available at Research Square | link |
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| 2024_online_addiction_igds | Internet Gaming Disorder (NA) Jiaping Ma, Shu An, Qian Chen et al. Assessing Online-Related Addiction in Chinese Primary School Students: An Item Response Theory Analysis of Three Scales, 04 May 2026, PREPRINT (Version 1) available at Research Square | link |
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| 2024_online_addiction_sabas | Smartphone Application-BasedAddiction (NA) Jiaping Ma, Shu An, Qian Chen et al. Assessing Online-Related Addiction in Chinese Primary School Students: An Item Response Theory Analysis of Three Scales, 04 May 2026, PREPRINT (Version 1) available at Research Square | link |
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| 360emergencymed_azami_2024 | Clinical Performance (360-degree Evaluation Instrument) (CC0 1.0) Azami, G., Aazami, S., Ebrahimy, B., & Emami, P. (2024). Development and psychometric evaluation of a 360-degree evaluation instrument to assess medical students’ performance in clinical settings at the emergency medicine department in Iran: a methodological study. Journal of Educational Evaluation for Health Professions, 21(1), 7-0. | link |
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| 4thgrade_math_sirt | Data from a 4th grade math test of German students. (GPL-3.0) Robitzsch A (2022). sirt: Supplementary Item Response Theory Models. R package version 3.12-66, https://CRAN.R-project.org/package=sirt. | link |
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| 5personalityfactors | Ratings of 5 personality traits on 14 items (CC BY 4.0) Smits, I. A. M., Dolan, C. V., Vorst, H. C. M., Wicherts, J. M., & Timmerman, M. E. (2011). Cohort differences in Big Five personality factors over a period of 25 years. Journal of Personality and Social Psychology, 100(6), 1124–1138. https://doi.org/10.1037/a0022874 | link |
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| ALSECYPIAMH_WU_2022_CPS | Claremont Purpose Scale (CC BY 4.0) Wu, Y., Yan, W., & Wu, Y. (2024, April 18). A large-scale evaluation of Chinese youth purpose and its associations with mental health. https://doi.org/10.17605/OSF.IO/JQZBX | link |
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| ALSECYPIAMH_WU_2022_Empathy | empathic concern subscale of the Interpersonal Reactivity Index (CC BY 4.0) Wu, Y., Yan, W., & Wu, Y. (2024, April 18). A large-scale evaluation of Chinese youth purpose and its associations with mental health. https://doi.org/10.17605/OSF.IO/JQZBX | link |
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| ALSECYPIAMH_WU_2022_MIL | Meaning of Life (CC BY 4.0) Wu, Y., Yan, W., & Wu, Y. (2024, April 18). A large-scale evaluation of Chinese youth purpose and its associations with mental health. https://doi.org/10.17605/OSF.IO/JQZBX | link |
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| ALSECYPIAMH_WU_2022_NEI | Gallup's negative experience index (CC BY 4.0) Wu, Y., Yan, W., & Wu, Y. (2024, April 18). A large-scale evaluation of Chinese youth purpose and its associations with mental health. https://doi.org/10.17605/OSF.IO/JQZBX | link |
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| ALSECYPIAMH_WU_2022_PEI | Gallup's positive experience index (CC BY 4.0) Wu, Y., Yan, W., & Wu, Y. (2024, April 18). A large-scale evaluation of Chinese youth purpose and its associations with mental health. https://doi.org/10.17605/OSF.IO/JQZBX | link |
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| ALSECYPIAMH_WU_2022_PHQ | Patient Health Questionnaire (CC BY 4.0) Wu, Y., Yan, W., & Wu, Y. (2024, April 18). A large-scale evaluation of Chinese youth purpose and its associations with mental health. https://doi.org/10.17605/OSF.IO/JQZBX | link |
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| ALSECYPIAMH_WU_2022_PIL | Purpose in Life (CC BY 4.0) Wu, Y., Yan, W., & Wu, Y. (2024, April 18). A large-scale evaluation of Chinese youth purpose and its associations with mental health. https://doi.org/10.17605/OSF.IO/JQZBX | link |
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| ALSECYPIAMH_WU_2022_SDQ | Strengths and Difficulties Questionnaire (CC BY 4.0) Wu, Y., Yan, W., & Wu, Y. (2024, April 18). A large-scale evaluation of Chinese youth purpose and its associations with mental health. https://doi.org/10.17605/OSF.IO/JQZBX | link |
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| ALSECYPIAMH_WU_2022_SWEMWBS | Short Warwick-Edinburgh Mental Wellbeing Scale (CC BY 4.0) Wu, Y., Yan, W., & Wu, Y. (2024, April 18). A large-scale evaluation of Chinese youth purpose and its associations with mental health. https://doi.org/10.17605/OSF.IO/JQZBX | link |
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| ALSECYPIAMH_WU_2022_SWLS | Satisfaction with Life Scale (CC BY 4.0) Wu, Y., Yan, W., & Wu, Y. (2024, April 18). A large-scale evaluation of Chinese youth purpose and its associations with mental health. https://doi.org/10.17605/OSF.IO/JQZBX | link |
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| AMI_CV_Hewitt2024 | Apathy Motivation Index–Child Version (CC BY 4.0) Hewitt, S.R., Habicht, J., Bowler, A. et al. Probing apathy in children and adolescents with the Apathy Motivation Index–Child version. Behav Res 56, 3982–3994 (2024). https://doi.org/10.3758/s13428-023-02184-4 | link |
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| AOMT_BR_SF_EDPANAB_Geiger_2021_AOT | Actively Open-Minded Thinking Scale (CC BY 4.0) Rachev, N. R., Geiger, S. J., Vintr, J., Kirilova, D., Nabutovsky, A., & Nelsson, J. (2022). Actively open-minded thinking, bullshit receptivity, and susceptibility to framing: Evaluating the dual-process account in North America and Bulgaria. European Journal of Psychological Assessment, 38(6), 440–451. https://doi.org/10.1027/1015-5759/a000685 | link |
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| AOMT_BR_SF_EDPANAB_Geiger_2021_BRS | The Bullshit Receptivity Scale (CC BY 4.0) Rachev, N. R., Geiger, S. J., Vintr, J., Kirilova, D., Nabutovsky, A., & Nelsson, J. (2022). Actively open-minded thinking, bullshit receptivity, and susceptibility to framing: Evaluating the dual-process account in North America and Bulgaria. European Journal of Psychological Assessment, 38(6), 440–451. https://doi.org/10.1027/1015-5759/a000685 | link |
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| AOMT_BR_SF_EDPANAB_Geiger_2021_RF | Resistance to Framing Scale (CC BY 4.0) Rachev, N. R., Geiger, S. J., Vintr, J., Kirilova, D., Nabutovsky, A., & Nelsson, J. (2022). Actively open-minded thinking, bullshit receptivity, and susceptibility to framing: Evaluating the dual-process account in North America and Bulgaria. European Journal of Psychological Assessment, 38(6), 440–451. https://doi.org/10.1027/1015-5759/a000685 | link |
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| APFCompact_Ptacek_2024_AAQ_II | Action and Acceptance Questionnaire-II (CC BY 4.0) Ptáček, Martin & Jelínek, Martin. (2024). Assessing psychological flexibility: The psychometric properties of the Czech translation of the CompACT questionnaire. Ceskoslovenska psychologie. 68. 10.51561/cspsych.68.1.30. | link |
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| APFCompact_Ptacek_2024_DASS-21 | Depression Anxiety Stress Scale (CC BY 4.0) Ptáček, Martin & Jelínek, Martin. (2024). Assessing psychological flexibility: The psychometric properties of the Czech translation of the CompACT questionnaire. Ceskoslovenska psychologie. 68. 10.51561/cspsych.68.1.30. | link |
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| APFCompact_Ptacek_2024_SWLS | Satisfaction With Life Scale (CC BY 4.0) Ptáček, Martin & Jelínek, Martin. (2024). Assessing psychological flexibility: The psychometric properties of the Czech translation of the CompACT questionnaire. Ceskoslovenska psychologie. 68. 10.51561/cspsych.68.1.30. | link |
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| Adherence_Zissette_2018_SDB | Social desirability bias (CC0 1.0) Zissette, Seth, 2018, "Development and Pyschometric Validation of Measures for Vaginal Ring Adherence Survey", https://doi.org/10.7910/DVN/5W9HXM, Harvard Dataverse, V1, UNF:6:mDWjaac6I49x5MDOEq2dDw== [fileUNF] | link |
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| Aspirations_Sonmez_2022 | Turkish version of the Aspiration Index (CC BY 4.0) Sonmez, F. (2023). Psychometric properties of the Turkish version of the Aspiration Index and the relationship between aspirations and subjective well-being. International Journal of Happiness and Development, 8(1), 28-43. | link |
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| BAFACALO_Golino_2013_BVPS | Broad visual perception subtest for Brazil high school students (CC0 1.0) Golino, H. F., & Gomes, C. M. A. (2014). Psychology data from the “BAFACALO project: The Brazilian Intelligence Battery based on two state-of-the-art models–Carroll’s Model and the CHC model”. Journal of Open Psychology Data, 2(1), e6-e6. Golino, Hudson; Gomes, Cristiano, 2013, "Data from the BAFACALO project: The Brazilian Intelligence Battery based on two state-of-the-art models: Carroll's model and the CHC model.", https://doi.org/10.7910/DVN/23150, Harvard Dataverse, V1, UNF:5:gvU0svAl87oW02bkbMD0zg== [fileUNF] | link |
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| BAFACALO_Golino_2013_CIS | Crystallized intelligence tests from Brazil high school students (CC0 1.0) Golino, H. F., & Gomes, C. M. A. (2014). Psychology data from the “BAFACALO project: The Brazilian Intelligence Battery based on two state-of-the-art models–Carroll’s Model and the CHC model”. Journal of Open Psychology Data, 2(1), e6-e6. Golino, Hudson; Gomes, Cristiano, 2013, "Data from the BAFACALO project: The Brazilian Intelligence Battery based on two state-of-the-art models: Carroll's model and the CHC model.", https://doi.org/10.7910/DVN/23150, Harvard Dataverse, V1, UNF:5:gvU0svAl87oW02bkbMD0zg== [fileUNF] | link |
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| BAFACALO_Golino_2013_FIS | Fluid intelligence test from Brazil high school students (CC0 1.0) Golino, H. F., & Gomes, C. M. A. (2014). Psychology data from the “BAFACALO project: The Brazilian Intelligence Battery based on two state-of-the-art models–Carroll’s Model and the CHC model”. Journal of Open Psychology Data, 2(1), e6-e6. Golino, Hudson; Gomes, Cristiano, 2013, "Data from the BAFACALO project: The Brazilian Intelligence Battery based on two state-of-the-art models: Carroll's model and the CHC model.", https://doi.org/10.7910/DVN/23150, Harvard Dataverse, V1, UNF:5:gvU0svAl87oW02bkbMD0zg== [fileUNF] | link |
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| BAFACALO_Golino_2013_SMS | Short-term memory subtests from Brazil high school students (CC0 1.0) Golino, H. F., & Gomes, C. M. A. (2014). Psychology data from the “BAFACALO project: The Brazilian Intelligence Battery based on two state-of-the-art models–Carroll’s Model and the CHC model”. Journal of Open Psychology Data, 2(1), e6-e6. Golino, Hudson; Gomes, Cristiano, 2013, "Data from the BAFACALO project: The Brazilian Intelligence Battery based on two state-of-the-art models: Carroll's model and the CHC model.", https://doi.org/10.7910/DVN/23150, Harvard Dataverse, V1, UNF:5:gvU0svAl87oW02bkbMD0zg== [fileUNF] | link |
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| BPAQ_Christopher_2024_BPAQSF | Buss–Perry Aggression Questionnaire amongst police officers (CC BY 4.0) Christopher, M., Ferry, M., Simmons, A., Vasquez, A., Reynolds, B., & Grupe, D. (2024). Psychometric properties of the Buss–Perry Aggression Questionnaire‐short form among law enforcement officers. Aggressive behavior, 50(2), e22145. | link |
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| BPAQ_Christopher_2024_FFMQSF | Five Facet Mindfulness Questionnaire amongst police officers (CC BY 4.0) Christopher, M., Ferry, M., Simmons, A., Vasquez, A., Reynolds, B., & Grupe, D. (2024). Psychometric properties of the Buss–Perry Aggression Questionnaire‐short form among law enforcement officers. Aggressive behavior, 50(2), e22145. | link |
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| BPAQ_Christopher_2024_OBSI | Oldenburg Burnout Inventory amongst police officers (CC BY 4.0) Christopher, M., Ferry, M., Simmons, A., Vasquez, A., Reynolds, B., & Grupe, D. (2024). Psychometric properties of the Buss–Perry Aggression Questionnaire‐short form among law enforcement officers. Aggressive behavior, 50(2), e22145. | link |
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| BPAQ_Christopher_2024_PCL5 | PTSD Checklist for DSM-5 amongst police officers (CC BY 4.0) Christopher, M., Ferry, M., Simmons, A., Vasquez, A., Reynolds, B., & Grupe, D. (2024). Psychometric properties of the Buss–Perry Aggression Questionnaire‐short form among law enforcement officers. Aggressive behavior, 50(2), e22145. | link |
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| BPAQ_Christopher_2024_PROMIS | Patient Reported Outcomes Measurement Information System (PROMIS® v1.0) short form versions for sleep disturbance, alcohol use, and anger amongst police officers. (CC BY 4.0) Christopher, M., Ferry, M., Simmons, A., Vasquez, A., Reynolds, B., & Grupe, D. (2024). Psychometric properties of the Buss–Perry Aggression Questionnaire‐short form among law enforcement officers. Aggressive behavior, 50(2), e22145. | link |
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| BPAQ_Christopher_2024_PSS10 | Perceived stress scale amongst police officers (CC BY 4.0) Christopher, M., Ferry, M., Simmons, A., Vasquez, A., Reynolds, B., & Grupe, D. (2024). Psychometric properties of the Buss–Perry Aggression Questionnaire‐short form among law enforcement officers. Aggressive behavior, 50(2), e22145. | link |
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| BPAQ_Christopher_2024_SCSS | Self-Compassion Scale-short form amongst police officers (CC BY 4.0) Christopher, M., Ferry, M., Simmons, A., Vasquez, A., Reynolds, B., & Grupe, D. (2024). Psychometric properties of the Buss–Perry Aggression Questionnaire‐short form among law enforcement officers. Aggressive behavior, 50(2), e22145. | link |
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| BSCS_fadplus_goto2021 | Brief self-control scale (CC BY 4.0) Goto, T. (2021). Comparing the Psychometric Properties of Two Japanese-Translated Scales of the Free Will and Determinism-Plus Scale. Frontiers in Psychology, 12, 720601. | link |
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| CBI_Rodriguez_2021 | Brief form of creative behavior inventory (CC BY 4.0) Rodriguez, R. M., Silvia, P. J., Kaufman, J. C., Reiter-Palmon, R., & Puryear, J. S. (2023). Taking inventory of the creative behavior inventory: An item response theory analysis of the CBI. Creativity Research Journal, 35(2), 143-153. | link |
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| CFC_Balaji_2019 | Consideration of Future Consequences (CFC-12) scale (CC0 1.0) KV, V. B., & Indradevi, R. (2017). RELATIONSHIP OF ACADEMIC PROCRASTINATION AND CONSIDERATION OF FUTURE CONSEQUENCES-AN EMPIRICAL STUDY AMONG UNIVERSITY STUDENTS. Global Management Review, 11(1). Kurumbur Varadharajan, Vaidhyanatha Balaji, 2019, "CFC-12 Data used for “Relationship of Academic Procrastination and Consideration of Future Consequences – An Empirical Study among University Students", https://doi.org/10.7910/DVN/1KDJTZ, Harvard Dataverse, V1, UNF:6:HAttubnAkzfOirP1+LgpMg== [fileUNF] | link |
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| CHEXI_Lin_2019 | Child Executive Functioning Inventory (CHEXI) Parent/teacher-report (CC0 1.0) Lin, Hui-Li, 2019, "TC-CHEXI", https://doi.org/10.7910/DVN/YRLEAY, Harvard Dataverse, V1 | link |
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| COACH_Chen_2022_ADL | activities of daily living (CC0 1.0) Chen, S., Conwell, Y., Xue, J., Li, L. W., Tang, W., Bogner, H. R., & Dong, H. (2018). Protocol of an ongoing randomized controlled trial of care management for comorbid depression and hypertension: the Chinese Older Adult Collaborations in Health (COACH) study. BMC geriatrics, 18, 1-9. Shulin Chen; Yeates Conwell; Jiang Xue; Lydia Li; Tingjie Zhao; Wan Tang; Hillary R. Bogner; Hengjin Dong, 2022, "The Chinese Older Adult Collaborations in Health (COACH) Study", https://doi.org/10.7910/DVN/6RWH41, Harvard Dataverse, V1 | link |
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| COACH_Chen_2022_CSQ | Consultation Satisfaction Questionnaire short form (CSQ-9), items 1-8, 5-point agree-disagree (CC0 1.0) Chen, S., Conwell, Y., Xue, J., Li, L. W., Tang, W., Bogner, H. R., & Dong, H. (2018). Protocol of an ongoing randomized controlled trial of care management for comorbid depression and hypertension: the Chinese Older Adult Collaborations in Health (COACH) study. BMC geriatrics, 18, 1-9. Shulin Chen; Yeates Conwell; Jiang Xue; Lydia Li; Tingjie Zhao; Wan Tang; Hillary R. Bogner; Hengjin Dong, 2022, "The Chinese Older Adult Collaborations in Health (COACH) Study", https://doi.org/10.7910/DVN/6RWH41, Harvard Dataverse, V1 | link |
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| COACH_Chen_2022_HDRS | Hamilton Depression Rating Scale (CC0 1.0) Chen, S., Conwell, Y., Xue, J., Li, L. W., Tang, W., Bogner, H. R., & Dong, H. (2018). Protocol of an ongoing randomized controlled trial of care management for comorbid depression and hypertension: the Chinese Older Adult Collaborations in Health (COACH) study. BMC geriatrics, 18, 1-9. Shulin Chen; Yeates Conwell; Jiang Xue; Lydia Li; Tingjie Zhao; Wan Tang; Hillary R. Bogner; Hengjin Dong, 2022, "The Chinese Older Adult Collaborations in Health (COACH) Study", https://doi.org/10.7910/DVN/6RWH41, Harvard Dataverse, V1 | link |
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| COACH_Chen_2022_IADL | instrumental activities of daily living (CC0 1.0) Chen, S., Conwell, Y., Xue, J., Li, L. W., Tang, W., Bogner, H. R., & Dong, H. (2018). Protocol of an ongoing randomized controlled trial of care management for comorbid depression and hypertension: the Chinese Older Adult Collaborations in Health (COACH) study. BMC geriatrics, 18, 1-9. Shulin Chen; Yeates Conwell; Jiang Xue; Lydia Li; Tingjie Zhao; Wan Tang; Hillary R. Bogner; Hengjin Dong, 2022, "The Chinese Older Adult Collaborations in Health (COACH) Study", https://doi.org/10.7910/DVN/6RWH41, Harvard Dataverse, V1 | link |
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| COACH_Chen_2022_MOS_SSS_C | Medical Outcomes Study Social Support Survey, (CC0 1.0) Chen, S., Conwell, Y., Xue, J., Li, L. W., Tang, W., Bogner, H. R., & Dong, H. (2018). Protocol of an ongoing randomized controlled trial of care management for comorbid depression and hypertension: the Chinese Older Adult Collaborations in Health (COACH) study. BMC geriatrics, 18, 1-9. Shulin Chen; Yeates Conwell; Jiang Xue; Lydia Li; Tingjie Zhao; Wan Tang; Hillary R. Bogner; Hengjin Dong, 2022, "The Chinese Older Adult Collaborations in Health (COACH) Study", https://doi.org/10.7910/DVN/6RWH41, Harvard Dataverse, V1 | link |
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| COACH_Chen_2022_PHQ9 | Patient Health Questionnaire-9 (CC0 1.0) Chen, S., Conwell, Y., Xue, J., Li, L. W., Tang, W., Bogner, H. R., & Dong, H. (2018). Protocol of an ongoing randomized controlled trial of care management for comorbid depression and hypertension: the Chinese Older Adult Collaborations in Health (COACH) study. BMC geriatrics, 18, 1-9. Shulin Chen; Yeates Conwell; Jiang Xue; Lydia Li; Tingjie Zhao; Wan Tang; Hillary R. Bogner; Hengjin Dong, 2022, "The Chinese Older Adult Collaborations in Health (COACH) Study", https://doi.org/10.7910/DVN/6RWH41, Harvard Dataverse, V1 | link |
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| COACH_Chen_2022_SNS | Social Network Size (CC0 1.0) Chen, S., Conwell, Y., Xue, J., Li, L. W., Tang, W., Bogner, H. R., & Dong, H. (2018). Protocol of an ongoing randomized controlled trial of care management for comorbid depression and hypertension: the Chinese Older Adult Collaborations in Health (COACH) study. BMC geriatrics, 18, 1-9. Shulin Chen; Yeates Conwell; Jiang Xue; Lydia Li; Tingjie Zhao; Wan Tang; Hillary R. Bogner; Hengjin Dong, 2022, "The Chinese Older Adult Collaborations in Health (COACH) Study", https://doi.org/10.7910/DVN/6RWH41, Harvard Dataverse, V1 | link |
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| COACH_Chen_2022_WHOQOL_BREF | WHO Quality of Life-BREF (CC0 1.0) Chen, S., Conwell, Y., Xue, J., Li, L. W., Tang, W., Bogner, H. R., & Dong, H. (2018). Protocol of an ongoing randomized controlled trial of care management for comorbid depression and hypertension: the Chinese Older Adult Collaborations in Health (COACH) study. BMC geriatrics, 18, 1-9. Shulin Chen; Yeates Conwell; Jiang Xue; Lydia Li; Tingjie Zhao; Wan Tang; Hillary R. Bogner; Hengjin Dong, 2022, "The Chinese Older Adult Collaborations in Health (COACH) Study", https://doi.org/10.7910/DVN/6RWH41, Harvard Dataverse, V1 | link |
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| COACH_Chen_2022_treatmentStigma | Stigma related to receiving medical treatment (CC0 1.0) Chen, S., Conwell, Y., Xue, J., Li, L. W., Tang, W., Bogner, H. R., & Dong, H. (2018). Protocol of an ongoing randomized controlled trial of care management for comorbid depression and hypertension: the Chinese Older Adult Collaborations in Health (COACH) study. BMC geriatrics, 18, 1-9. Shulin Chen; Yeates Conwell; Jiang Xue; Lydia Li; Tingjie Zhao; Wan Tang; Hillary R. Bogner; Hengjin Dong, 2022, "The Chinese Older Adult Collaborations in Health (COACH) Study", https://doi.org/10.7910/DVN/6RWH41, Harvard Dataverse, V1 | link |
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| CPDMMC_Kunnari_2020_HCD | High-conflict Dilemmas (CC BY 4.0) Kunnari, A., Sundvall, J. R., & Laakasuo, M. (2020). Challenges in process dissociation measures for moral cognition. Frontiers in Psychology, 11, 559934. | link |
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| CPDMMC_Kunnari_2020_PDP | process dissociation (PDP) procedure (CC BY 4.0) Kunnari, A., Sundvall, J. R., & Laakasuo, M. (2020). Challenges in process dissociation measures for moral cognition. Frontiers in Psychology, 11, 559934. | link |
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| CQTMS_Hur_2023 | Strengthening the Reporting of Observational studies in Epidemiology(STROBE) (CC0 1.0) Hur, Y., & Seo, D. G. (2023). Development of a character qualities test for medical students in Korea using polytomous item response theory and factor analysis: a preliminary scale development study. Journal of Educational Evaluation for Health Professions, 20. Yera Hur; Dong Gi Seo, 2023, "Development of a character qualities test for medical students in Korea using polytomous item response theory and factor analysis: a preliminary scale development study", https://doi.org/10.7910/DVN/UE55JT, Harvard Dataverse, V1 | link |
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| CSE_Bayazit_2022 | Self-Efficacy Scale for Clinical Skills (L-SES) (CC0 1.0) Bayazit, A., Gonullu, I., & Dogan, C. D. (2022). Adaptation of a short and universal learning self-efficacy scale for clinical skills in Turkish. Plos one, 17(11), e0275672. Kang, Y. N., Chang, C. H., Kao, C. C., Chen, C. Y., & Wu, C. C. (2019). Development of a short and universal learning self-efficacy scale for clinical skills. PloS one, 14(1), e0209155. BAYAZIT, ALPER, 2022, "Adaptation of a Short and Universal Learning Self-Efficacy Scale for Clinical Skills in Turkish", https://doi.org/10.7910/DVN/M0NJIQ, Harvard Dataverse, V1, UNF:6:RmFV+H/6Bc+ERCX++pcoew== [fileUNF] | link |
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| CV_OASIS_ODSIS_PPE_Novak_2020_BFI | Big Five Inventory, Neuroticism (CC BY 4.0) Novak, L., Malinakova, K., Tavel, P., & Sandora, J. (2021). Czech Version of the short Overall Anxiety Severity and Impairment Scale (OASIS) and the Overall Depression Severity and Impairment Scale (ODSIS): Psychometric Properties and Evaluation. | link |
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| CV_OASIS_ODSIS_PPE_Novak_2020_DSES | Daily Spiritual Experience (CC BY 4.0) Novak, L., Malinakova, K., Tavel, P., & Sandora, J. (2021). Czech Version of the short Overall Anxiety Severity and Impairment Scale (OASIS) and the Overall Depression Severity and Impairment Scale (ODSIS): Psychometric Properties and Evaluation. | link |
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| CV_OASIS_ODSIS_PPE_Novak_2020_PANAS | Positive and Negative Affect Schedules (CC BY 4.0) Novak, L., Malinakova, K., Tavel, P., & Sandora, J. (2021). Czech Version of the short Overall Anxiety Severity and Impairment Scale (OASIS) and the Overall Depression Severity and Impairment Scale (ODSIS): Psychometric Properties and Evaluation. | link |
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| CV_OASIS_ODSIS_PPE_Novak_2020_RSES | Rosenberg Self-Esteem Scale (CC BY 4.0) Novak, L., Malinakova, K., Tavel, P., & Sandora, J. (2021). Czech Version of the short Overall Anxiety Severity and Impairment Scale (OASIS) and the Overall Depression Severity and Impairment Scale (ODSIS): Psychometric Properties and Evaluation. | link |
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| DART_Brysbaert_2020_1 | Author recognition test (DART) (CC BY-NC-SA 4.0) Brysbaert, M., Sui, L., Dirix, N., & Hintz, F. (2020). Dutch Author Recognition Test. Journal of Cognition, 3(1), 6. https://doi.org/10.5334/joc.95 | link |
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| DART_Brysbaert_2020_3_4_5 | Author recognition test (DART) (CC BY-NC-SA 4.0) Brysbaert, M., Sui, L., Dirix, N., & Hintz, F. (2020). Dutch Author Recognition Test. Journal of Cognition, 3(1), 6. https://doi.org/10.5334/joc.95 | link |
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| DEMOS | Ratings of human body movements averaged across raters on four dimensions (CC BY 4.0) Zhang, M., Yu, L., Zhang, K., Du, B., Zhan, B., Jia, S., ... & Luo, W. (2023). Construction and validation of the Dalian emotional movement open-source set (DEMOS). Behavior Research Methods, 55(5), 2353-2366. | link |
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| DMCT_Addis_2020_MCT | Imagery comparisons task (MIT) Suggate, S.P. Beyond self-report: Measuring visual, auditory, and tactile mental imagery using a mental comparison task. Behav Res 56, 8658–8676 (2024). https://doi.org/10.3758/s13428-024-02496-z | link |
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| DMCT_Addis_2020_PSIQ | Plymouth Sensory Imagery Questionnaire (MIT) Suggate, S.P. Beyond self-report: Measuring visual, auditory, and tactile mental imagery using a mental comparison task. Behav Res 56, 8658–8676 (2024). https://doi.org/10.3758/s13428-024-02496-z | link |
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| DMCT_Addis_2020_SUIS | Spontaneous Use of Imagery Scale (MIT) Suggate, S.P. Beyond self-report: Measuring visual, auditory, and tactile mental imagery using a mental comparison task. Behav Res 56, 8658–8676 (2024). https://doi.org/10.3758/s13428-024-02496-z | link |
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| DbdIFdM_Puga_2021 | Inventory of Mindfulness (LGPL-3.0) Puga, J. L., García, M. S., Moya-Faz, F. J., FJ Moya-Faz, & Ruiz-Ruano, A. M. (2022, February 24). Datos brutos del Inventario Friburgo de Mindfulness. Retrieved from osf.io/ymj6u | link |
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| ECPS_Sahm_2024_DTL | COVIDiSTRESS Global Survey Round II - Intolerance of uncertainty and resilience (Brief Resilience Scale) (CC BY 4.0) Blackburn, A. M., Vestergren, S., et al. (2022). COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic. Scientific Data, 9, 331. | link |
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| ECPS_Sahm_2024_Distrust | COVIDiSTRESS Global Survey Round II - Anti-expert sentiment, COVID-19 misperceptions and conspiratorial thinking (CC BY 4.0) Blackburn, A. M., Vestergren, S., et al. (2022). COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic. Scientific Data, 9, 331. | link |
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| ECPS_Sahm_2024_Emotion | COVIDiSTRESS Global Survey Round II — Emotion Regulation Questionnaire short form: expressive suppression and cognitive reappraisal (8 items); the German subsample of these items was validated by Sahm, Burghart & Mier (2024) (CC BY 4.0) Blackburn, A. M., Vestergren, S., & the COVIDiSTRESS II Consortium (2022). Scientific Data, 9, 331. https://doi.org/10.1038/s41597-022-01383-6 | link |
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| ECPS_Sahm_2024_IA | COVIDiSTRESS Global Survey Round II - Information acquisition: sources consulted about COVID-19 (CC BY 4.0) Blackburn, A. M., Vestergren, S., et al. (2022). COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic. Scientific Data, 9, 331. | link |
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| ECPS_Sahm_2024_Identity | COVIDiSTRESS Global Survey Round II - Group identification (CC BY 4.0) Blackburn, A. M., Vestergren, S., et al. (2022). COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic. Scientific Data, 9, 331. | link |
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| ECPS_Sahm_2024_Moral | COVIDiSTRESS Global Survey Round II - Moral values (CC BY 4.0) Blackburn, A. M., Vestergren, S., et al. (2022). COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic. Scientific Data, 9, 331. | link |
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| ECPS_Sahm_2024_SSCD | COVIDiSTRESS Global Survey Round II - Compliance with COVID-19 guidelines, and social influence (descriptive and injunctive norms) (CC BY 4.0) Blackburn, A. M., Vestergren, S., et al. (2022). COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic. Scientific Data, 9, 331. | link |
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| ECPS_Sahm_2024_Stress | COVIDiSTRESS Global Survey Round II - Perceived Stress Scale, primary stressors and secondary stressors (CC BY 4.0) Blackburn, A. M., Vestergren, S., et al. (2022). COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic. Scientific Data, 9, 331. | link |
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| ECPS_Sahm_2024_Support | COVIDiSTRESS Global Survey Round II - Perceived social support (CC BY 4.0) Blackburn, A. M., Vestergren, S., et al. (2022). COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic. Scientific Data, 9, 331. | link |
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| ECPS_Sahm_2024_Trust | COVIDiSTRESS Global Survey Round II - Trust in institutions (CC BY 4.0) Blackburn, A. M., Vestergren, S., et al. (2022). COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic. Scientific Data, 9, 331. | link |
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| ECPS_Sahm_2024_Vaccine | COVIDiSTRESS Global Survey Round II - Vaccine attitudes and vaccine willingness (CC BY 4.0) Blackburn, A. M., Vestergren, S., et al. (2022). COVIDiSTRESS diverse dataset on psychological and behavioural outcomes one year into the COVID-19 pandemic. Scientific Data, 9, 331. | link |
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| EEEDPRM_Bulut_2021 | Rosenberg Self-Esteem Scale (CC BY 4.0) Bulut, O., Gorgun, G., & Yildirim-Erbasli, S. N. (2021). Estimating explanatory extensions of dichotomous and polytomous Rasch models: The eirm package in R. Psych, 3(3), 308-321. | link |
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| EEN_Lacey_2024_Children | Mental Health Increase Willingness Questionnaire (CC BY 4.0) Lacey, L., Mishra, N., Mukherjee, P., Prakash, N., Prakash, N., Quinn, D., Sabarwal, S., & Saraswat, D. (2024). Can destigmatizing mental health increase willingness to seek help? Experimental evidence from Nepal. Journal of Policy Analysis and Management, 1–28. https://doi.org/10.1002/pam.22643 | link |
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| EEN_Lacey_2024_Parent | Mental Health Increase Willingness Questionnaire (CC BY 4.0) Lacey, L., Mishra, N., Mukherjee, P., Prakash, N., Prakash, N., Quinn, D., Sabarwal, S., & Saraswat, D. (2024). Can destigmatizing mental health increase willingness to seek help? Experimental evidence from Nepal. Journal of Policy Analysis and Management, 1–28. https://doi.org/10.1002/pam.22643 | link |
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| EMSC_Kuan-chin_2023 | Communication Skills (CC0 1.0) Chen, K. C. J., Bartman, I., Pugh, D., Topps, D., Desjardins, I., Forgie, M., & Archibald, D. (2023). Experience of introducing an electronic health records station in an objective structured clinical examination to evaluate medical students’ communication skills in Canada: a descriptive study. Journal of Educational Evaluation for Health Professions, 20, 22-22. Kuan-chin Jean Chen; Ilona Bartman; Debra Pugh; David Topps; Isabelle Desjardins; Melissa Forgie; Douglas Archibald, 2023, "Experience of introducing an electronic health records station in an objective structured clinical examination to evaluate medical students’ communication skills in Canada: a descriptive study", https://doi.org/10.7910/DVN/IFMDCC, Harvard Dataverse, V1 | link |
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| EOAQ-EST_Silveira_2024 | European Obesity Academy Questionnaire (CC0 1.0) Panse Silveira, Paulo Sergio, 2024, "A Tutorial on Systematic Methodology for Psychometric Model Selection: Case Study of the EOAQ-EST", https://doi.org/10.7910/DVN/FCBOGB, Harvard Dataverse, V2 | link |
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| EWAS_Sanford_2024 | Everyday Wellbeing Appraisal Scale (CC BY 4.0) Sanford, K., & Elkins, G. (2024). The Everyday Wellbeing Appraisal Scale: Assessing a type of subjective well-being uniquely associated with health behavior in people with hypertension. Psychological Assessment. | link |
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| EWAS_Sanford_2024_Flourish | Flourishing Scale (CC BY 4.0) Sanford, K., & Elkins, G. (2024). The Everyday Wellbeing Appraisal Scale: Assessing a type of subjective well-being uniquely associated with health behavior in people with hypertension. Psychological Assessment. | link |
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| Ellipse_Corssley_2024 | The English Language Learner Insight, Proficiency and Skills Evaluation (ELLIPSE) (CC BY-NC-SA 4.0) Crossley, S. A., Tian, Y., Baffour, P., Franklin, A., Kim, Y., Morris, W., Benner, B., Picou, A., & Boser, U. (2023). Measuring second language proficiency using the English Language Learner Insight, Proficiency and Skills Evaluation (ELLIPSE) Corpus. International Journal of Learner Corpus Research, 9 (2), 248-269. | link |
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| FACES_Spanish_Vegas_2022_FACES | Family Adaptability and Cohesion Evaluation Scale Package (FACES IV). (CC0 1.0) María Isabel Vegas, 2022, "FACES IV Package for Spanish Adolescents", https://doi.org/10.7910/DVN/UA5GTO, Harvard Dataverse, V2 Vegas, M. I., Mateos-Agut, M., Pineda-Otaola, P. J., & Sebastián-Vega, C. (2022). Psychometric properties of the FACES IV package for Spanish adolescents. Psicologia: Reflexão e Crítica, 35, 18. | link |
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| FACES_Spanish_Vegas_2022_FSS | family satisfaction scale (fss) (CC0 1.0) María Isabel Vegas, 2022, "FACES IV Package for Spanish Adolescents", https://doi.org/10.7910/DVN/UA5GTO, Harvard Dataverse, V2 Vegas, M. I., Mateos-Agut, M., Pineda-Otaola, P. J., & Sebastián-Vega, C. (2022). Psychometric properties of the FACES IV package for Spanish adolescents. Psicologia: Reflexão e Crítica, 35, 18. | link |
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| FACIT_YOUNT_2021_clinic10 | Reports of disease/conditions (CC0 1.0) Yount, S. E., Choi, S. W., Victorson, D., Ruo, B., Cella, D., Anton, S., & Hamilton, A. (2011). Brief, valid measures of dyspnea and related functional limitations in chronic obstructive pulmonary disease (COPD). Value in Health, 14(2), 307-315. Yount, Susan, 2021, "FACIT Dyspnea (PROMIS Dyspnea)", https://doi.org/10.7910/DVN/IBFK5H, Harvard Dataverse, V1, UNF:6:92iWO0lCj/LjVjEYn6rQlg== [fileUNF] | link |
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| FACIT_YOUNT_2021_crqsasx | Shortness of breath scale (CC0 1.0) Yount, S. E., Choi, S. W., Victorson, D., Ruo, B., Cella, D., Anton, S., & Hamilton, A. (2011). Brief, valid measures of dyspnea and related functional limitations in chronic obstructive pulmonary disease (COPD). Value in Health, 14(2), 307-315. Yount, Susan, 2021, "FACIT Dyspnea (PROMIS Dyspnea)", https://doi.org/10.7910/DVN/IBFK5H, Harvard Dataverse, V1, UNF:6:92iWO0lCj/LjVjEYn6rQlg== [fileUNF] | link |
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| FACIT_YOUNT_2021_hadsx | Depression scale (CC0 1.0) Yount, S. E., Choi, S. W., Victorson, D., Ruo, B., Cella, D., Anton, S., & Hamilton, A. (2011). Brief, valid measures of dyspnea and related functional limitations in chronic obstructive pulmonary disease (COPD). Value in Health, 14(2), 307-315. Yount, Susan, 2021, "FACIT Dyspnea (PROMIS Dyspnea)", https://doi.org/10.7910/DVN/IBFK5H, Harvard Dataverse, V1, UNF:6:92iWO0lCj/LjVjEYn6rQlg== [fileUNF] | link |
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| FACIT_YOUNT_2021_limitations | Functional limitations (CC0 1.0) Yount, S. E., Choi, S. W., Victorson, D., Ruo, B., Cella, D., Anton, S., & Hamilton, A. (2011). Brief, valid measures of dyspnea and related functional limitations in chronic obstructive pulmonary disease (COPD). Value in Health, 14(2), 307-315. Yount, Susan, 2021, "FACIT Dyspnea (PROMIS Dyspnea)", https://doi.org/10.7910/DVN/IBFK5H, Harvard Dataverse, V1, UNF:6:92iWO0lCj/LjVjEYn6rQlg== [fileUNF] | link |
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| FAD_fadplus_goto2021 | Free will and determinism scale (CC BY 4.0) Goto, T. (2021). Comparing the Psychometric Properties of Two Japanese-Translated Scales of the Free Will and Determinism-Plus Scale. Frontiers in Psychology, 12, 720601. | link |
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| FEDSP_Trzcinska_2023_MonKnow | Money knowledge amongst children (CC BY 4.0) Podsiadłowski, W., Trzcińska, A., Golus, P., & Wieleszczyk, J. (2024). Family economic deprivation and self-esteem among preschoolers. Journal of Experimental Child Psychology, 246, 106013. | link |
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| FEDSP_Trzcinska_2023_PRD | Relative deprevation amongst children (CC BY 4.0) Podsiadłowski, W., Trzcińska, A., Golus, P., & Wieleszczyk, J. (2024). Family economic deprivation and self-esteem among preschoolers. Journal of Experimental Child Psychology, 246, 106013. | link |
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| FEDSP_Trzcinska_2023_PSPCSA | Self-esteem amongst children (CC BY 4.0) Podsiadłowski, W., Trzcińska, A., Golus, P., & Wieleszczyk, J. (2024). Family economic deprivation and self-esteem among preschoolers. Journal of Experimental Child Psychology, 246, 106013. | link |
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| FEDSP_Trzcinska_2023_SMSD | Material and social deprevation amongst children (CC BY 4.0) Podsiadłowski, W., Trzcińska, A., Golus, P., & Wieleszczyk, J. (2024). Family economic deprivation and self-esteem among preschoolers. Journal of Experimental Child Psychology, 246, 106013. | link |
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| FGSIS_Berzeviczy_2018 | Female genital self-image (CC BY 4.0) NA | link |
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| FIVPEI_Perrig_2023_AttDiff | Pragmatic Quality (PQ), Hedonic Quality - Identification (HQ-I), Hedonic Quality - Stimulation (HQ-S), and Attractiveness (ATT) (CC BY 4.0) Perrig, S. A. C., Scharowski, N., Brühlmann, F., von Felten, N., & Aeschbach, L. F. (2024, January 24). Independent Validation of the Player Experience Inventory. https://doi.org/10.17605/OSF.IO/8XUHR | link |
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| FIVPEI_Perrig_2023_IMI | Intrinsic Motivation Inventory (CC BY 4.0) Perrig, S. A. C., Scharowski, N., Brühlmann, F., von Felten, N., & Aeschbach, L. F. (2024, January 24). Independent Validation of the Player Experience Inventory. https://doi.org/10.17605/OSF.IO/8XUHR | link |
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| FIVPEI_Perrig_2023_PENS | Player Experience of Need Satisfaction (CC BY 4.0) Perrig, S. A. C., Scharowski, N., Brühlmann, F., von Felten, N., & Aeschbach, L. F. (2024, January 24). Independent Validation of the Player Experience Inventory. https://doi.org/10.17605/OSF.IO/8XUHR | link |
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| FIVPEI_Perrig_2023_PXI | Player Experience Inventory (CC BY 4.0) Perrig, S. A. C., Scharowski, N., Brühlmann, F., von Felten, N., & Aeschbach, L. F. (2024, January 24). Independent Validation of the Player Experience Inventory. https://doi.org/10.17605/OSF.IO/8XUHR | link |
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| FPAS_Silva_2022 | Florida Patient Acceptance Survey (CC0 1.0) Regina da Silva, Katia, 2022, "Patient acceptance of implantable cardioverter-defibrillator: initial psychometric investigation of the Florida Patient Acceptance Survey", https://doi.org/10.7910/DVN/3UHKUM, Harvard Dataverse, V1, UNF:6:Rtx4oa3RVyirJaBT4dygow== [fileUNF] | link |
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| Fh_Okcsr_Roos_2022_study1_Feeling_Heard | Feeling heard scale (CC0 1.0) Roos, C. A., Postmes, T., & Koudenburg, N. (2023). Feeling heard: Operationalizing a key concept for social relations. Plos one, 18(11), e0292865. Roos, Carla; Postmes, Tom; Koudenburg, Namkje, 2022, "Feeling heard: Operationalizing a key concept for social relations", https://doi.org/10.34894/IHNKUN, DataverseNL, V2 | link |
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| Fh_Okcsr_Roos_2022_study2_Feeling_Heard | Feeling heard scale (CC0 1.0) Roos, C. A., Postmes, T., & Koudenburg, N. (2023). Feeling heard: Operationalizing a key concept for social relations. Plos one, 18(11), e0292865. Roos, Carla; Postmes, Tom; Koudenburg, Namkje, 2022, "Feeling heard: Operationalizing a key concept for social relations", https://doi.org/10.34894/IHNKUN, DataverseNL, V2 | link |
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| GART_Grolig_2020 | Author recognition test (GART) (CC BY 4.0) Grolig, L., Tiffin-Richards, S. P., & Schroeder, S. (2020). Print exposure across the reading span. Reading and Writing, 33, 1423–1441. | link |
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| GBJW_fadplus_goto2021 | Globa belief in a just world scale (CC BY 4.0) Goto, T. (2021). Comparing the Psychometric Properties of Two Japanese-Translated Scales of the Free Will and Determinism-Plus Scale. Frontiers in Psychology, 12, 720601. | link |
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| HEARD_Roch_2022_COPE | Coping scale asked of refugees (CC BY 4.0) Le Roch, K., Bubendorff, P., Rahaman, K. S., Clouin, L., Lasater, M., Tonon, B., … Nguyen, A. (2024, May 15). Supervision and training to support implementation of a flexible psychosocial support program for refugee mothers and babies: A case study of Baby Friendly Spaces in Cox’s Bazar, Bangladesh. https://doi.org/10.31219/osf.io/vq3ty | link |
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| HEARD_Roch_2022_IDSS | International Depression Symptom Scale (IDSS) asked of refugees (CC BY 4.0) Le Roch, K., Bubendorff, P., Rahaman, K. S., Clouin, L., Lasater, M., Tonon, B., … Nguyen, A. (2024, May 15). Supervision and training to support implementation of a flexible psychosocial support program for refugee mothers and babies: A case study of Baby Friendly Spaces in Cox’s Bazar, Bangladesh. https://doi.org/10.31219/osf.io/vq3ty | link |
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| HEARD_Roch_2022_K6 | KESS depression scale in last 2 weeks asked of refugees (CC BY 4.0) Le Roch, K., Bubendorff, P., Rahaman, K. S., Clouin, L., Lasater, M., Tonon, B., … Nguyen, A. (2024, May 15). Supervision and training to support implementation of a flexible psychosocial support program for refugee mothers and babies: A case study of Baby Friendly Spaces in Cox’s Bazar, Bangladesh. https://doi.org/10.31219/osf.io/vq3ty | link |
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| HEARD_Roch_2022_SWLPWI | Life satisfaction asked of refugees (CC BY 4.0) Le Roch, K., Bubendorff, P., Rahaman, K. S., Clouin, L., Lasater, M., Tonon, B., … Nguyen, A. (2024, May 15). Supervision and training to support implementation of a flexible psychosocial support program for refugee mothers and babies: A case study of Baby Friendly Spaces in Cox’s Bazar, Bangladesh. https://doi.org/10.31219/osf.io/vq3ty | link |
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| HEARD_Roch_2022_WHODAS | Difficulties due to health conditions asked of refugees (CC BY 4.0) Le Roch, K., Bubendorff, P., Rahaman, K. S., Clouin, L., Lasater, M., Tonon, B., … Nguyen, A. (2024, May 15). Supervision and training to support implementation of a flexible psychosocial support program for refugee mothers and babies: A case study of Baby Friendly Spaces in Cox’s Bazar, Bangladesh. https://doi.org/10.31219/osf.io/vq3ty | link |
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| IJLS_Eersel_2024_Anxiety | Anxiety amongst sick-listed employees (CC0 1.0) van Eersel, J. H., Hulshof, I. L., Wickham, M. I., Smid, G. E., & Boelen, P. A. (2024). Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent Job Loss Scale. BMC psychology, 12(1), 118. van Eersel, Janske; Hulshof, Inge; Wickham, Miriam; Smid, Geert; Boelen, Paul, 2024, "Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent job loss scale", https://doi.org/10.34894/FDDFTJ, DataverseNL, V1 | link |
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| IJLS_Eersel_2024_DenialAcceptance | Denial amongst sick-listed employees (CC0 1.0) van Eersel, J. H., Hulshof, I. L., Wickham, M. I., Smid, G. E., & Boelen, P. A. (2024). Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent Job Loss Scale. BMC psychology, 12(1), 118. van Eersel, Janske; Hulshof, Inge; Wickham, Miriam; Smid, Geert; Boelen, Paul, 2024, "Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent job loss scale", https://doi.org/10.34894/FDDFTJ, DataverseNL, V1 | link |
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| IJLS_Eersel_2024_Depression | Depression amongst amongst sick-listed employees (CC0 1.0) van Eersel, J. H., Hulshof, I. L., Wickham, M. I., Smid, G. E., & Boelen, P. A. (2024). Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent Job Loss Scale. BMC psychology, 12(1), 118. van Eersel, Janske; Hulshof, Inge; Wickham, Miriam; Smid, Geert; Boelen, Paul, 2024, "Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent job loss scale", https://doi.org/10.34894/FDDFTJ, DataverseNL, V1 | link |
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| IJLS_Eersel_2024_ICECAP | Investigating Choice Experiments Capability amongst sick-listed employees (CC0 1.0) van Eersel, J. H., Hulshof, I. L., Wickham, M. I., Smid, G. E., & Boelen, P. A. (2024). Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent Job Loss Scale. BMC psychology, 12(1), 118. van Eersel, Janske; Hulshof, Inge; Wickham, Miriam; Smid, Geert; Boelen, Paul, 2024, "Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent job loss scale", https://doi.org/10.34894/FDDFTJ, DataverseNL, V1 | link |
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| IJLS_Eersel_2024_IJLSreaction | Imminent job loss scale amongst sick-listed employees (CC0 1.0) van Eersel, J. H., Hulshof, I. L., Wickham, M. I., Smid, G. E., & Boelen, P. A. (2024). Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent Job Loss Scale. BMC psychology, 12(1), 118. van Eersel, Janske; Hulshof, Inge; Wickham, Miriam; Smid, Geert; Boelen, Paul, 2024, "Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent job loss scale", https://doi.org/10.34894/FDDFTJ, DataverseNL, V1 | link |
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| IJLS_Eersel_2024_IUS | Intolerance of Uncertainty Scale amongst sick-listed employees (CC0 1.0) van Eersel, J. H., Hulshof, I. L., Wickham, M. I., Smid, G. E., & Boelen, P. A. (2024). Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent Job Loss Scale. BMC psychology, 12(1), 118. van Eersel, Janske; Hulshof, Inge; Wickham, Miriam; Smid, Geert; Boelen, Paul, 2024, "Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent job loss scale", https://doi.org/10.34894/FDDFTJ, DataverseNL, V1 | link |
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| IJLS_Eersel_2024_Optimism | Optimism amongst sick-listed employees (CC0 1.0) van Eersel, J. H., Hulshof, I. L., Wickham, M. I., Smid, G. E., & Boelen, P. A. (2024). Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent Job Loss Scale. BMC psychology, 12(1), 118. van Eersel, Janske; Hulshof, Inge; Wickham, Miriam; Smid, Geert; Boelen, Paul, 2024, "Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent job loss scale", https://doi.org/10.34894/FDDFTJ, DataverseNL, V1 | link |
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| IJLS_Eersel_2024_Work | Work centrality, UWES, and commitment amongst sick-listed employees (CC0 1.0) van Eersel, J. H., Hulshof, I. L., Wickham, M. I., Smid, G. E., & Boelen, P. A. (2024). Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent Job Loss Scale. BMC psychology, 12(1), 118. van Eersel, Janske; Hulshof, Inge; Wickham, Miriam; Smid, Geert; Boelen, Paul, 2024, "Pre-job loss grief reactions and work attachment among sick-listed employees: Introduction of the imminent job loss scale", https://doi.org/10.34894/FDDFTJ, DataverseNL, V1 | link |
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| K-PCQ_Huh_2022 | Pornography Craving Questionnaire (CC0 1.0) Kim, S. R., Bhang, S. Y., Lim, E. Y., Huh, S., Lee, S. K., Kraus, S. W., & Potenza, M. N. (2021). Reliability, validity, and unidimensionality of the korean version of the pornography craving questionnaire based on the classical test theory and item response theory. Psychiatry Investigation, 18(6), 530. Huh, Sun, 2022, "Reliability and Validity of the Korean version of the Pornography Craving Questionnaire (K-PCQ) Based on the Classical Test Theory and Item Response Theory", https://doi.org/10.7910/DVN/SHCUI4, Harvard Dataverse, V1, UNF:6:VPKw8BmFFoIUfDmw64VHVA== [fileUNF] | link |
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| KTEEM_Schoen_2019-2022 | Knowledge for Teaching Early Elementary Mathematics (K-TEEM) (CC BY 4.0) Schoen, R. C., Yang, X., & Solmaz, G. (2021). Psychometric report for the 2019 Knowledge for Teaching Early Elementary Mathematics (K-TEEM) test (2021-04). Florida State University. https://doi.org/http://dx.doi.org/10.33009/lsi.1620243057 Schoen, R. C., Bray, W., Wolfe, C., Tazaz, A. M., & Nielsen, L. (2017). Developing an assessment instrument to measure early elementary teachers’ mathematical knowledge for teaching. The Elementary School Journal, 118(1), 55–81. https://doi.org/10.1086/692912 | link |
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| KanjiOAHaS_Inoue_2024 | Online Assessment of Handwriting and Spelling: OAHaS (CC BY 4.0) Inoue, T., Chen, Y., & Ohyanagi, T. (2024, June 19). Assessing Handwriting Skills in a Web Browser: Development and Validation of an Automated Online Test in Japanese Kanji. Retrieved from osf.io/gver2 | link |
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| KoreanNursing_Park_2017 | 50 case-based items for Korean Nursing Licensing Examination (CC0 1.0) Park, I. S., Suh, Y. O., Park, H. S., Kang, S. Y., Kim, K. S., Kim, G. H., ... & Kim, H. J. (2017). Item development process and analysis of 50 case-based items for implementation on the Korean Nursing Licensing Examination. Journal of Educational Evaluation for Health Professions, 14. In Sook Park; Yeon Ok Suh; Hae Sook Park; So Young Kang; Kwang Sung Kim; Gyung Hee Kim; Yeon-Hee Choi; Hyun- Ju Kim, 2017, "Item development process and analysis of 50 case-based items for implementation on the Korean Nursing Licensing Examination", https://doi.org/10.7910/DVN/ECDLXG, Harvard Dataverse, V1, UNF:6:shNzwVl94qevZqMWdC/njw== [fileUNF] | link |
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| LOC_fadplus_goto2021 | Locus of control scale (CC BY 4.0) Goto, T. (2021). Comparing the Psychometric Properties of Two Japanese-Translated Scales of the Free Will and Determinism-Plus Scale. Frontiers in Psychology, 12, 720601. | link |
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| LSHS-E_Quidaja_2022 | Online and paper forms of the Launay-Slade Hallucinations scale (CC BY 4.0) Quijada, Y., Saldivia, S., Bustos, C. et al. Measurement invariance between online and paper-and-pencil formats of the Launay-Slade Hallucinations scale-extended (LSHS-E) in the Chilean population. Curr Psychol 42, 13625–13636 (2023). https://doi.org/10.1007/s12144-021-02497-7 | link |
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| MEFSIRODGAS_Nileksela_2023_freq | Depression and Generalized Anxiety Scales rated by frequency (CC BY 4.0) Niileksela, C. R., & Jones, N. B. (2023). Measurement Equality of Frequency and Severity Item Response Options on Depression and Generalized Anxiety Scales. Assessment, 30(6), 2016-2028. | link |
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| MEFSIRODGAS_Nileksela_2023_severity | Depression and Generalized Anxiety Scales rated by severity (CC BY 4.0) Niileksela, C. R., & Jones, N. B. (2023). Measurement Equality of Frequency and Severity Item Response Options on Depression and Generalized Anxiety Scales. Assessment, 30(6), 2016-2028. | link |
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| MGSISGCLQ_Hollyhead_2018 | Male Genital Self-image Scale, Gynaecologic Cancer Lymphedema Questionnaire (CC BY 4.0) Hollyhead, C., & Branney, P. (2018, December 10). Assessing the validity of the Male Genital Self-Image Scale and the Gynaecologic Cancer Lymphedema Questionnaire in a UK population of healthy males over forty. https://doi.org/10.17605/OSF.IO/5VHJU | link |
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| MMF_Solis_2020 | Varieties of Democracy Indicators, Global Media Freedom, Reporter Without Border (CC0 1.0) Solis, J. A., & Waggoner, P. D. (2021). Measuring media freedom: An Item Response Theory analysis of existing indicators. British Journal of Political Science, 51(4), 1685-1704. Solis, Jonathan A.; Philip D. Waggoner, 2020, "Replication Data for: Measuring Media Freedom: An Item Response Theory Analysis of Existing Indicators", https://doi.org/10.7910/DVN/ENOEQS, Harvard Dataverse, V2, UNF:6:WzyMuN1CB0555+S4J+2zCQ== [fileUNF] | link |
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| MotAcademica_Ribeiro_2019 | Academic Motivation Scale (CC0 1.0) Ribeiro, M. F., Saraiva, V., Pereira, P., & Ribeiro, C. (2019). Academic Motivation Scale: Validity in Portuguese Public Higher Education/Escala de Motivacao Academica: Validacao no Ensino Superior Publico Portugues. RAC-Revista de Administracao Contemporanea, 23(3), 288-311. Ribeiro, M.F.; Saraiva, V.; Pereira, P.; Ribeiro, C., 2019, "Replication Data for: Academic Motivation Scale: Validity in Portuguese Public Higher Education", https://doi.org/10.7910/DVN/KWTMWT, Harvard Dataverse, V1, UNF:6:Q/6Sa/GXyRr6geeedbpt/w== [fileUNF] | link |
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| NAMPRB_Siwiak_2024_AOT | Actively Open-minded Thinking Scale(AOT) (CC BY 4.0) Siwiak, A., Buczel, K. A., Rabińska, W., & Szpitalak, M. (2024). New Age of measuring paranormal and related beliefs: Psychometric properties and correlates of the Polish version of the Survey of Scientifically Unaccepted Beliefs (SSUB). | link |
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| NAMPRB_Siwiak_2024_BSR10 | Bullshit Receptivity Scale (CC BY 4.0) Siwiak, A., Buczel, K. A., Rabińska, W., & Szpitalak, M. (2024). New Age of measuring paranormal and related beliefs: Psychometric properties and correlates of the Polish version of the Survey of Scientifically Unaccepted Beliefs (SSUB). | link |
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| NAMPRB_Siwiak_2024_DESRPL | Dissociative Experiences Scale–Revised (DES-R-PL) (CC BY 4.0) Siwiak, A., Buczel, K. A., Rabińska, W., & Szpitalak, M. (2024). New Age of measuring paranormal and related beliefs: Psychometric properties and correlates of the Polish version of the Survey of Scientifically Unaccepted Beliefs (SSUB). | link |
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| NAMPRB_Siwiak_2024_GCBS | Generic Conspiracist Beliefs Scale(GCBS) (CC BY 4.0) Siwiak, A., Buczel, K. A., Rabińska, W., & Szpitalak, M. (2024). New Age of measuring paranormal and related beliefs: Psychometric properties and correlates of the Polish version of the Survey of Scientifically Unaccepted Beliefs (SSUB). | link |
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| NAMPRB_Siwiak_2024_KON2066 | Kwestionariusz Osobowości Nerwicowej [Neurotic Personality Questionnaire] (CC BY 4.0) Siwiak, A., Buczel, K. A., Rabińska, W., & Szpitalak, M. (2024). New Age of measuring paranormal and related beliefs: Psychometric properties and correlates of the Polish version of the Survey of Scientifically Unaccepted Beliefs (SSUB). | link |
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| NAMPRB_Siwiak_2024_KOP20 | Kwestionariusz Otwartości Przekonań(KOP20) (CC BY 4.0) Siwiak, A., Buczel, K. A., Rabińska, W., & Szpitalak, M. (2024). New Age of measuring paranormal and related beliefs: Psychometric properties and correlates of the Polish version of the Survey of Scientifically Unaccepted Beliefs (SSUB). | link |
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| NAMPRB_Siwiak_2024_NEOFFI | NEO Five Factor Inventory(NEO-FFI) (CC BY 4.0) Siwiak, A., Buczel, K. A., Rabińska, W., & Szpitalak, M. (2024). New Age of measuring paranormal and related beliefs: Psychometric properties and correlates of the Polish version of the Survey of Scientifically Unaccepted Beliefs (SSUB). | link |
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| NAMPRB_Siwiak_2024_SSUB | Survey of Scientifically Unaccepted Beliefs(SSUB) (CC BY 4.0) Siwiak, A., Buczel, K. A., Rabińska, W., & Szpitalak, M. (2024). New Age of measuring paranormal and related beliefs: Psychometric properties and correlates of the Polish version of the Survey of Scientifically Unaccepted Beliefs (SSUB). | link |
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| NARQing | Data from the Narcissistic Admiration and Rivalry Questionnaire (NARQ) along with Rosenberg self-esteem (RSE) and Multigroup Ethnic Identity Measure (MEIM). (CC BY 4.0) Chou, E., Westberg, D. W., Nguyen, P. L., & Syed, M. (2023, October 28). The Structure and Correlates of the Narcissistic Admiration and Rivalry Questionnaire among U.S. Racial/Ethnic Groups. https://doi.org/10.31234/osf.io/w3rxe | link |
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| NSR-FC_Youhasan_2021 | Readiness for a flipped classroom (CC0 1.0) Youhasan, P., Chen, Y., Lyndon, M., & Henning, M. A. (2020). Development and validation of a measurement scale to assess nursing students’ readiness for the flipped classroom in Sri Lanka. J Educ Eval Health Prof, 17(17), 41. Punithalingam Youhasan; Yan Chen; Mataroria Lyndon; Marcus A. Henning, 2021, "Development and validation of a measurement scale to assess nursing students’ readiness for the flipped classroom in Sri Lanka", https://doi.org/10.7910/DVN/IKRPCP, Harvard Dataverse, V1, UNF:6:RmpHNnbxAik/0KZcpx54Rg== [fileUNF] | link |
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| OSCE_Hejri_2017 | Objective Structured Clinical Examination (CC0 1.0) Sara Mortaz Hejri; Mohammad Jalili, 2017, "Sequential OSCE based on item response theory", https://doi.org/10.7910/DVN/VG1AJW, Harvard Dataverse, V1, UNF:6:hhgw2XGm0F6hA5ZXukFR8w== [fileUNF] Hejri, S. M., & Jalili, M. (2017). Sequential Objective Structured Clinical Examination based on item response theory in Iran. Journal of Educational Evaluation for Health Professions, 14. | link |
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| OS_TBMWTFS_Schubert_2023_ACS | Attentional Control Scale (CC BY 4.0) Schubert, A.-L., Frischkorn, G. T., Sadus, K., Welhaf, M., Kane, M. J., & Rummel, J. (2024, June 13). Online Supplement: The brief mind wandering three-factor scale. Retrieved from osf.io/mxn3v | link |
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| OS_TBMWTFS_Schubert_2023_BMW3 | Brief Mind Wandering Three-Factor Scale (CC BY 4.0) Schubert, A.-L., Frischkorn, G. T., Sadus, K., Welhaf, M., Kane, M. J., & Rummel, J. (2024, June 13). Online Supplement: The brief mind wandering three-factor scale. Retrieved from osf.io/mxn3v | link |
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| OS_TBMWTFS_Schubert_2023_CERQ | Cognitive Emotion-Regulation Questionnaire (CC BY 4.0) Schubert, A.-L., Frischkorn, G. T., Sadus, K., Welhaf, M., Kane, M. J., & Rummel, J. (2024, June 13). Online Supplement: The brief mind wandering three-factor scale. Retrieved from osf.io/mxn3v | link |
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| OS_TBMWTFS_Schubert_2023_DMW | Deliberate Mind Wandering (CC BY 4.0) Schubert, A.-L., Frischkorn, G. T., Sadus, K., Welhaf, M., Kane, M. J., & Rummel, J. (2024, June 13). Online Supplement: The brief mind wandering three-factor scale. Retrieved from osf.io/mxn3v | link |
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| OS_TBMWTFS_Schubert_2023_IPIP | International Personality Item Pool (CC BY 4.0) Schubert, A.-L., Frischkorn, G. T., Sadus, K., Welhaf, M., Kane, M. J., & Rummel, J. (2024, June 13). Online Supplement: The brief mind wandering three-factor scale. Retrieved from osf.io/mxn3v | link |
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| OS_TBMWTFS_Schubert_2023_MAAS | Mindful Attention Awareness Scale (CC BY 4.0) Schubert, A.-L., Frischkorn, G. T., Sadus, K., Welhaf, M., Kane, M. J., & Rummel, J. (2024, June 13). Online Supplement: The brief mind wandering three-factor scale. Retrieved from osf.io/mxn3v | link |
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| OS_TBMWTFS_Schubert_2023_SMW | Spontaneous Mind Wandering (CC BY 4.0) Schubert, A.-L., Frischkorn, G. T., Sadus, K., Welhaf, M., Kane, M. J., & Rummel, J. (2024, June 13). Online Supplement: The brief mind wandering three-factor scale. Retrieved from osf.io/mxn3v | link |
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| PBS_Surrain_2019_PoB | Perceptions of Bilingualism Scales (CC BY 4.0) Luk, G., & Surrain, S. (2019). The perceptions of bilingualism scales. https://osf.io/preprints/psyarxiv/s32zb | link |
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| PEMAIW_Qiu_2020_BWSS | The Brief Wisdom Screening Scale (CC BY 4.0) Qiu, T. T., & Minda, J. P. (2023, April 9). Psychedelic Experience and Mindfulness are Associated with Improved Wellbeing. https://doi.org/10.17605/OSF.IO/PH6KS | link |
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| PEMAIW_Qiu_2020_DASS | Depression Anxiety and Stress Scale (CC BY 4.0) Qiu, T. T., & Minda, J. P. (2023, April 9). Psychedelic Experience and Mindfulness are Associated with Improved Wellbeing. https://doi.org/10.17605/OSF.IO/PH6KS | link |
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| PEMAIW_Qiu_2020_FFMQ | Five Facet Mindfulness Questionnaire (CC BY 4.0) Qiu, T. T., & Minda, J. P. (2023, April 9). Psychedelic Experience and Mindfulness are Associated with Improved Wellbeing. https://doi.org/10.17605/OSF.IO/PH6KS | link |
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| PEMAIW_Qiu_2020_MEQ | Mystical Experience Questionnaire (CC BY 4.0) Qiu, T. T., & Minda, J. P. (2023, April 9). Psychedelic Experience and Mindfulness are Associated with Improved Wellbeing. https://doi.org/10.17605/OSF.IO/PH6KS | link |
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| PEMAIW_Qiu_2020_MLQ | The Meaning in Life Questionnaire (CC BY 4.0) Qiu, T. T., & Minda, J. P. (2023, April 9). Psychedelic Experience and Mindfulness are Associated with Improved Wellbeing. https://doi.org/10.17605/OSF.IO/PH6KS | link |
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| PEMAIW_Qiu_2020_PANAS | The Positive and Negative Affect Schedule (CC BY 4.0) Qiu, T. T., & Minda, J. P. (2023, April 9). Psychedelic Experience and Mindfulness are Associated with Improved Wellbeing. https://doi.org/10.17605/OSF.IO/PH6KS | link |
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| PEMAIW_Qiu_2020_SWLS | The Satisfaction with Life Scale (CC BY 4.0) Qiu, T. T., & Minda, J. P. (2023, April 9). Psychedelic Experience and Mindfulness are Associated with Improved Wellbeing. https://doi.org/10.17605/OSF.IO/PH6KS | link |
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| PEPABAS2C_Kubicka_2024 | Body Appreciation Scale-2 for Children (BAS-2C) (CC0 1.0) Kubicka, K., Trzcińska, A., & Gambin, M. (2024). Psychometric evaluation of the Polish adaptation of the Body Appreciation Scale-2 for Children (BAS-2C). Plos one, 19(9), e0309945. Kubicka, Karolina, 2024, "Psychometric evaluation of the Polish adaptation of the Body Appreciation Scale-2 for Children (BAS-2C)", https://doi.org/10.7910/DVN/LGXP5A, Harvard Dataverse, V1, UNF:6:vFlkIS3VBAOn7UQPD/CWZw== [fileUNF] | link |
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| PMT_Trzcinska_2023_MVS | Material Values Scale for Children (CC BY 4.0) Trzcińska, A., Kubicka, K., & Podsiadłowski, W. (2023). The construction and preliminary validation of a new Pictorial Materialism Test for 4–6-year-old children. Plos one, 18(8), e0290512. | link |
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| PMT_Trzcinska_2023_PMT | Pictorial Materialism Test (CC BY 4.0) Trzcińska, A., Kubicka, K., & Podsiadłowski, W. (2023). The construction and preliminary validation of a new Pictorial Materialism Test for 4–6-year-old children. Plos one, 18(8), e0290512. | link |
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| PMT_Trzcinska_2023_finans | Shortened Happiness Scale (CC BY 4.0) Trzcińska, A., Kubicka, K., & Podsiadłowski, W. (2023). The construction and preliminary validation of a new Pictorial Materialism Test for 4–6-year-old children. Plos one, 18(8), e0290512. | link |
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| PPPASBPNSSedaisw_Pedro_2022_EBSV | The Brief Multidimensional Student’s Life Satisfaction Scale (EBSV_df) (CC0 1.0) Inman, R. A., Costa, P. J., & Moreira, P. A. (2023). Psychometric Properties of the Portuguese Adolescent Students’ Basic Psychological Needs at School Scale (ASBPNSS) and Evidence of Differential Associations With Indicators of Subjective Wellbeing. Journal of psychoeducational assessment, 41(1), 100-119. | link |
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| PPPASBPNSSedaisw_Pedro_2022_NPBE | The Adolescent Student Basic Psychological Need Satisfaction Scale (CC0 1.0) Inman, R. A., Costa, P. J., & Moreira, P. A. (2023). Psychometric Properties of the Portuguese Adolescent Students’ Basic Psychological Needs at School Scale (ASBPNSS) and Evidence of Differential Associations With Indicators of Subjective Wellbeing. Journal of psychoeducational assessment, 41(1), 100-119. | link |
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| PPPASBPNSSedaisw_Pedro_2022_PANAS | The Positive and Negative Affect Schedule(PANAS_df) (CC0 1.0) Inman, R. A., Costa, P. J., & Moreira, P. A. (2023). Psychometric Properties of the Portuguese Adolescent Students’ Basic Psychological Needs at School Scale (ASBPNSS) and Evidence of Differential Associations With Indicators of Subjective Wellbeing. Journal of psychoeducational assessment, 41(1), 100-119. | link |
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| PPPSSAPIS_Figlova_2021_PSS10 | Perceived Stress Scale (PSS-10) (CC BY 4.0) Figalová, Nikol; Charvát, Miroslav (2021), “Psychometric Properties of the Perceived Stress Scale in an Adult Psychiatric Inpatient Sample: Dataset And the Analytic Script for R”, Mendeley Data, V1, doi: 10.17632/k8zk3xhcjf.1 | link |
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| PPSRS_Caliciuri_2024 | Scientific Reasoning Scale (CC BY 4.0) Caliciuri, R., & Lanz, M. (2024, August 2). Psychometric properties of the Scientific Reasoning Scale: application to the Italian context. Retrieved from osf.io/jk9dp | link |
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| PRCPSFFMQ_Lecuona_2017 | Five Facets Mindfulness Questionnaire (CC0 1.0) Lecuona, O., García-Garzón, E., García-Rubio, C., & Rodríguez-Carvajal, R. (2020). A psychometric review and conceptual replication study of the Five Facets Mindfulness Questionnaire latent structure. Assessment, 27(5), 859-872. | link |
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| PROMISPFUE_2_0E_Gershon_2019_PROMIS | PROMIS Physical Function - Short, PROMIS Physical Function - Upper Extermity, and Flexilevel Scale of Shoulder Function (CC0 1.0) Gershon, Richard; Kaat, Aaron, 2019, "PROMIS Physical Function Upper Extremity v2.0 Extension", https://doi.org/10.7910/DVN/IHNIRH, Harvard Dataverse, V1, UNF:6:BsY5AJjLMU1s4Yw2kBRneg== [fileUNF] | link |
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| PROMISPME_Forrest_2021_Family_Children | PROMIS Pediatric Family Relationship Measures(Family Belonging + Family Involvement) (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_Family_Proxy | PROMIS Pediatric Family Relationship Measures (Family Belonging + Family Involvement), proxy respondent (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_GHGlobal_Children | PROMIS Pediatric Global Health (PGH-7) (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_GHGlobal_Proxy | PROMIS Pediatric Global Health (PGH-7), proxy respondent (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_LS_Children | PROMIS Pediatric Life Satisfaction (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_LS_Proxy | PROMIS Pediatric Life Satisfaction, proxy respondent (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_MP_Children | PROMIS Pediatric Meaning and Purpose (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_MP_Proxy | PROMISE Pediatric Meaning and Purpose, proxy respondent (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_Physical_Children | PROMIS Pediatric Physical Activity and PROMIS Pediatric Physical Stress (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_Physical_Proxy | PROMIS Pediatric Physical Activity and PROMIS Pediatric Physical Stress, proxy respondent (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_PosAff_Children | PROMIS Pediatric Positive Affect (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_PosAff_Proxy | PROMIS Pediatric Positive Affect, proxy rsepondent (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_Psych_Children | PROMIS Pediatric Psychological Stress Experiences (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_Psych_Proxy | PROMIS Pediatric Psychological Stress Experiences, proxy respondent (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_Strength_Children | PROMIS Pediatric Strength Impact (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PROMISPME_Forrest_2021_Strength_Proxy | PROMIS Pediatric Strength Impact, proxy respondent (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS® pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS® pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS® pediatric positive affect item bank, child-report and parent-proxy editions. Journal of happiness studies, 19(3), 699-718. Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS® pediatric psychological and physical stress experiences measures. Journal of pediatric psychology, 43(6), 678-692. Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1, UNF:6:KR2sdwDQUHzX3hNzM+pZKA== [fileUNF] | link |
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| PSR-P_Scale_Intimacy_Hakim_2018_Study2_PSI | Parasocial Interaction (PSI) Scale (CC0 1.0) Hakim, M. (2018, December 13). Measuring the feeling of distant intimacy with politicians: Development, construct validity, and replicability of the parasocial relationship with a political figure (PSR-P) scale. https://doi.org/10.31234/osf.io/mcwsg Hakim, Moh Abdul, 2018, "Measuring the feeling of distant intimacy with political figures across cultures: Development, construct validity, factor replicability, and measurement invariance of parasocial relationship with political figures (PSR-P) scale", https://doi.org/10.7910/DVN/F3KS7M, Harvard Dataverse, V1 | link |
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| PSR-P_Scale_Intimacy_Hakim_2018_Study2_PSR | parasocial relationship with political figures (PSR-P) (CC0 1.0) Hakim, M. (2018, December 13). Measuring the feeling of distant intimacy with politicians: Development, construct validity, and replicability of the parasocial relationship with a political figure (PSR-P) scale. https://doi.org/10.31234/osf.io/mcwsg Hakim, Moh Abdul, 2018, "Measuring the feeling of distant intimacy with political figures across cultures: Development, construct validity, factor replicability, and measurement invariance of parasocial relationship with political figures (PSR-P) scale", https://doi.org/10.7910/DVN/F3KS7M, Harvard Dataverse, V1 | link |
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| PSR-P_Scale_Intimacy_Hakim_2018_Study3 | attitudes towards politics and authorities (CC0 1.0) Hakim, M. (2018, December 13). Measuring the feeling of distant intimacy with politicians: Development, construct validity, and replicability of the parasocial relationship with a political figure (PSR-P) scale. https://doi.org/10.31234/osf.io/mcwsg Hakim, Moh Abdul, 2018, "Measuring the feeling of distant intimacy with political figures across cultures: Development, construct validity, factor replicability, and measurement invariance of parasocial relationship with political figures (PSR-P) scale", https://doi.org/10.7910/DVN/F3KS7M, Harvard Dataverse, V1 | link |
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| PTAM_Kretzschmar_2017_MicroFIN | MicroFIN battery of comlex reasoning tasks from Latvian high school students (CC BY 4.0) Kretzschmar, A., Hacatrjana, L., & Rascevska, M. (2017). Re-evaluating the psychometric properties of MicroFIN: A multidimensional measurement of complex problem solving or a unidimensional reasoning test?. Psychological Test and Assessment Modeling, 59(2), 157-182. | link |
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| PTAM_Kretzschmar_2017_Raven | Ravens tasks from Latvian high school students (CC BY 4.0) Kretzschmar, A., Hacatrjana, L., & Rascevska, M. (2017). Re-evaluating the psychometric properties of MicroFIN: A multidimensional measurement of complex problem solving or a unidimensional reasoning test?. Psychological Test and Assessment Modeling, 59(2), 157-182. | link |
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| PTAM_Kretzschmar_2017_Reasoning | Quantitative and verbal reasoning tasks from Latvian high school students (CC BY 4.0) Kretzschmar, A., Hacatrjana, L., & Rascevska, M. (2017). Re-evaluating the psychometric properties of MicroFIN: A multidimensional measurement of complex problem solving or a unidimensional reasoning test?. Psychological Test and Assessment Modeling, 59(2), 157-182. | link |
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| PTCI_Chinese_Zhan_2024 | Posttraumatic Cognitions Inventory in Chinese respondents (CC BY 4.0) Zhan, N., Gao, C., Cao, Y., Li, F., & Geng, F. (2024). Factor structure, measurement invariance, and psychometric properties of the Posttraumatic Cognitions Inventory (PTCI) and its brief version (PTCI-9) in Chinese adolescents and adults. Psychological Assessment. | link |
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| PeSCBCSCe_Novak_2020_SCBCS | Santa Clara Brief Compassion Scale (CC BY 4.0) Novak, L., Malinakova, K., Mikoska, P., Furstova, J., Cann, R., & Tavel, P. (2021). Psychometric evaluation of the Santa Clara brief compassion scale in the Czech environment (SCBCS). Mental health, religion & culture, 24(3), 294-305. | link |
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| PeSCBCSCe_Novak_2020_SPIRIT | Daily Spiritual Experience Scale (CC BY 4.0) Novak, L., Malinakova, K., Mikoska, P., Furstova, J., Cann, R., & Tavel, P. (2021). Psychometric evaluation of the Santa Clara brief compassion scale in the Czech environment (SCBCS). Mental health, religion & culture, 24(3), 294-305. | link |
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| PrEPAdherence_Zissette_2021 | Scale for monitoring oral PrEP adherence (CC0 1.0) Zissette, Seth; Tolley, Elizabeth E.; Martinez, Andres; Hanif, Homaira; Gill, Katherine; Mugo, Nelly; Myers, Laura; Casmir, Ednar; Duyver, Menna; Ngure, Kenneth; Doncel, Gustavo F., 2021, "Replication Data for: Adaptation and validation of simple tools to screen and monitor for oral PrEP adherence", https://doi.org/10.7910/DVN/NI4ZQA, Harvard Dataverse, V1, UNF:6:2M6Nw2BgCJ2vhU+jLH5ZtA== [fileUNF] Zissette, S., Tolley, E. E., Martinez, A., Hanif, H., Gill, K., Mugo, N., ... & Doncel, G. F. (2021). Adaptation and validation of simple tools to screen and monitor for oral PrEP adherence. Plos one, 16(5), e0251823. | link |
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| QADT_Kleka_2023 | Attainment of Developmental Tasks (CC BY 4.0) Kleka, P. (2024, March 4). Achieving mental wellness in school-aged children: Validating a questionnaire to measure developmental task completion (QADT). Retrieved from osf.io/6vqp3 | link |
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| QCDQES_Oliveira_2022 | Portuguese adaptation of the Organizational Climate Description Questionnaire Revised for Elementary Schools (OCDQ-RE) (CC BY 4.0) Oliveira, S., Roberto, M.S., Marques-Pinto, A. et al. Elementary school climate through teachers’ eyes: Portuguese adaptation of the Organizational Climate Description Questionnaire Revised for Elementary schools. Curr Psychol 42, 24312–24325 (2023). https://osf.io/zn4fd/ | link |
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| QaSLU_Prado_2024 | Questionnaire for the Self-assessment of University Service-learning Experiences(QaSLU) (CC0 1.0) López-de-Arana Prado, E., Aramburuzabala, P., Cerrillo, R., & Sánchez-Cabrero, R. (2024). Validation and Standardization of a Questionnaire for the Self-Assessment of Service-Learning Experiences in Higher Education (QaSLu-27). Education Sciences, 14(6), 615. López de Arana Prado, Elena; Sánchez-Cabrero, Roberto; Aramburuzabala, Pilar; Cerrillo, Rosario, 2024, "Dataset of the initial validation of Questionnaire for the Self-assessment of University Service-learning Experiences (QaSLu)", https://doi.org/10.7910/DVN/LUUDQC, Harvard Dataverse, V3, UNF:6:0G58Cn2FWIOPS6cx7++mzg== [fileUNF] | link |
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| QaSLu_lopez_2024 | Questionnaire for the Self-assessment of University Service-learning Experiences (QaSLu) (CC0 1.0) López-de-Arana Prado, E.; Aramburuzabala, P.; Cerrillo, R.; Sánchez-Cabrero, R. Validation and Standardization of a Questionnaire for the Self-Assessment of Service-Learning Experiences in Higher Education (QaSLu-27). Educ. Sci. 2024, 14, 615. https://doi.org/10.3390/educsci14060615 doi: https://www.mdpi.com/2227-7102/14/6/615 López de Arana Prado, Elena; Sánchez-Cabrero, Roberto; Aramburuzabala, Pilar; Cerrillo, Rosario, 2024, "Dataset of the initial validation of Questionnaire for the Self-assessment of University Service-learning Experiences (QaSLu)", https://doi.org/10.7910/DVN/LUUDQC, Harvard Dataverse, V3, UNF:6:0G58Cn2FWIOPS6cx7++mzg== [fileUNF] | link |
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| RD_EppSCQRK_Kipkemoi_2024_scq | Social Communication Questionnaire (CC BY 4.0) Kipkemoi, Patricia; Kipkoech, Collins, 2024, "Replication Data for: Evaluation of the psychometric properties of the Social Communication Questionnaire in Rural Kenya", https://doi.org/10.7910/DVN/NJHSAC, Harvard Dataverse, V1, UNF:6:BGoEytC8iWGwL91uQnBjkQ== [fileUNF] Kipkemoi, P., Savage, J. E., Gona, J., Rimba, K., Kombe, M., Mwangi, P., ... & Abubakar, A. (2024). Evaluation of the psychometric properties of the social communication questionnaire in rural Kenya. Journal of Autism and Developmental Disorders, 1-19. | link |
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| RD_PPCSEDSOF_Afable_2023 | Center for Epidemiological Studies - Depression (CES-D) Scale in older Filipinos. (CC0 1.0) Afable, Sanny Boy; Cruz, Grace Trinidad; Saito, Yasuhiko, 2023, "Replication Data for: Psychometric Properties of the CES-D Scale in Older Filipinos", https://doi.org/10.7910/DVN/UT9RVL, Harvard Dataverse, V1, UNF:6:Sz8/8a1aaU/q4PPwsdwpdw== [fileUNF] | link |
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| RD_PpCvDOS_PadcOnaCns_Jinbo_2019_DOS | Duesseldorf Orthorexia Scale (CC0 1.0) He, Jinbo, 2019, "Replication Data for: Psychometric properties of the Chinese version of the Duesseldorf Orthorexia Scale - Prevalence and demographic correlates of Orthorexia nervosa among Chinese university students", https://doi.org/10.7910/DVN/F4UYZQ, Harvard Dataverse, V1, UNF:6:3aX2gYvPpoOWxIvwRfO3iQ== [fileUNF] He, J., Ma, H., Barthels, F., & Fan, X. (2019). Psychometric properties of the Chinese version of the Düsseldorf Orthorexia Scale: prevalence and demographic correlates of orthorexia nervosa among Chinese university students. Eating and Weight Disorders-Studies on Anorexia, Bulimia and Obesity, 24, 453-463. | link |
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| RD_PpSL7as_Ghasemy_2024_SL | Servant Leadership Scale (SL-7; Liden et al., 2015) (CC0 1.0) Ghasemy, Majid, 2024, "Replication data for: Psychometric properties of the SL-7 scale in academic settings", https://doi.org/10.7910/DVN/FDDY2N, Harvard Dataverse, V1 | link |
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| RDatasets_gssabortion | GSS data on abortion attitudes (GPL-3.0) n/a | link |
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| RLMS_MLCIRTwithin | Responses to job satisfaction items (GPL-3.0) Bartolucci, F., Bacci, S., & Gnaldi, M. (2015). Statistical analysis of questionnaires: A unified approach based on R and Stata (Vol. 34). CRC press. | link |
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| Resistance | Data from the resistance to framing scale (CC BY 4.0) Geiger, S.J., Vintr, J. & Rachev, N.R. A reassessment of the Resistance to Framing scale. Behav Res 55, 2320–2332 (2023). https://doi.org/10.3758/s13428-022-01876-7 | link |
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| Rosenberg_fadplus_goto2021 | Rosenberg Self-Esteem Scale (CC BY 4.0) Goto, T. (2021). Comparing the Psychometric Properties of Two Japanese-Translated Scales of the Free Will and Determinism-Plus Scale. Frontiers in Psychology, 12, 720601. | link |
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| RvKDCS_Romiacg_Miroshnik_2020_BFI | Big Five Inventory – 2 (CC BY 4.0) Miroshnik, K. G., Shcherbakova, O. V., & Kaufman, J. C. (2024, February 15). Russian validation of Kaufman Domains of Creativity Scale: Relationship to occupation and measurement invariance across gender. https://doi.org/10.17605/OSF.IO/G5BK4 | link |
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| RvKDCS_Romiacg_Miroshnik_2020_CBI | Creative Behavior Inventory (CC BY 4.0) Miroshnik, K. G., Shcherbakova, O. V., & Kaufman, J. C. (2024, February 15). Russian validation of Kaufman Domains of Creativity Scale: Relationship to occupation and measurement invariance across gender. https://doi.org/10.17605/OSF.IO/G5BK4 | link |
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| RvKDCS_Romiacg_Miroshnik_2020_KDOCS | Kaufman Domains of Creativity Scale (CC BY 4.0) Miroshnik, K. G., Shcherbakova, O. V., & Kaufman, J. C. (2024, February 15). Russian validation of Kaufman Domains of Creativity Scale: Relationship to occupation and measurement invariance across gender. https://doi.org/10.17605/OSF.IO/G5BK4 | link |
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| SABFI2_Gallardo_Pujol_2018_BFI | Big Five Inventory-2 (BFI-2) (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SABFI2_Gallardo_Pujol_2018_Constru | Self-Construal Scale (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SABFI2_Gallardo_Pujol_2018_Honest | Hexaco honesty-humility subscale (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SABFI2_Gallardo_Pujol_2018_IntHapp | Interdependent happiness scale (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SABFI2_Gallardo_Pujol_2018_LOT | Life orientation scale (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SABFI2_Gallardo_Pujol_2018_Micro | Racial microagression scale (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SABFI2_Gallardo_Pujol_2018_Narq | Narcissism admiration and rivalry questionnaire (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SABFI2_Gallardo_Pujol_2018_ReligionScale | Centrality of religion scale (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SABFI2_Gallardo_Pujol_2018_SWB | Subjective happiness scale (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SABFI2_Gallardo_Pujol_2018_Tight | Tightness-looseness scale (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SABFI2_Gallardo_Pujol_2018_Trust | Trustworthiness scale (CC BY 4.0) Gallardo-Pujol, D., Rouco, V., Cortijos-Bernabeu, A., Oceja, L., Soto, C. J., & John, O. P. (2022). Factor structure, gender invariance, measurement properties, and short forms of the Spanish adaptation of the Big Five Inventory-2. Psychological Test Adaptation and Development. | link |
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| SAS_Deters_2022 | Schizotypal Ambivalence Scale (SAS) (CC BY 4.0) Deters, L. B., Silvia, P. J., & Kwapil, T. R. (2022). The Schizotypal Ambivalence Scale: An Item Response Theory Analysis. Behavioral Sciences, 12(8), 247. | link |
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| SBD_Smith_2020 | Managing Bipolar Disorder Scale (CC BY 4.0) Erceg-Hurn, D. M., & McEvoy, P. (2024, February 26). Self-efficacy in Bipolar Disorder: Development and Validation of a Self-Report Scale. https://doi.org/10.17605/OSF.IO/C4V7G | link |
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| SCS_Lopez_2015 | Self-Compassion Scale (CC BY 4.0) López, Angélica; Sanderman, Robbert; Smink, Ans; Zhang, Ying; Van Sonderen, Eric; Ranchor, Adelita; Schroevers, Maya J., 2015, "A reconsideration of the Self-Compassion Scale's total score: Self-compassion versus self-criticism", https://doi.org/10.34894/RIYMFV, DataverseNL, V2 López A, Sanderman R, Smink A, Zhang Y, van Sonderen E, Ranchor A, et al. (2015) A Reconsideration of the Self-Compassion Scale’s Total Score: Self-Compassion versus Self-Criticism. PLoS ONE 10(7): e0132940. doi: 10.1371/journal.pone.0132940 | link |
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| SCS_Suh_2023_BFNE | Brief Fear of Negative-Evaluation Scale (CC BY 4.0) Suh, D. E. (2024, April 24). The 10-Item Version Singelis’s Self-Construal Scale (SCS-Short Version) for Korean Adults: Psychometric Properties, Measurement Invariance with European Americans, and Associations with Social Anxiety. Retrieved from osf.io/wsjkb | link |
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| SCS_Suh_2023_SCS | Singelis Self-Construal Scale (CC BY 4.0) Suh, D. E. (2024, April 24). The 10-Item Version Singelis’s Self-Construal Scale (SCS-Short Version) for Korean Adults: Psychometric Properties, Measurement Invariance with European Americans, and Associations with Social Anxiety. Retrieved from osf.io/wsjkb | link |
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| SCS_Suh_2023_SIAPS | Social Phobia Scale and Social Interaction Anxiety Scale (CC BY 4.0) Suh, D. E. (2024, April 24). The 10-Item Version Singelis’s Self-Construal Scale (SCS-Short Version) for Korean Adults: Psychometric Properties, Measurement Invariance with European Americans, and Associations with Social Anxiety. Retrieved from osf.io/wsjkb | link |
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| SF12_MLCIRTwithin | Quality of life items asked of oncology patients (GPL-3.0) Ware, J., Kosinski, M., Turner-Bowker, D. and Gandek, B. (2002), SF-12v2. How to score version 2 of the SF-12 health survey, QualityMetric Incorporated: Lincoln. | link |
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| SPQVS_Barnby_2017_DSE | Daily Spiritual Experience Scale (CC BY 4.0) Barnby, J. M., & Bell, V. (2017, August 25). Sensed Presence Questionnaire Validation Study. https://doi.org/10.17605/OSF.IO/FECGZ | link |
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| SPQVS_Barnby_2017_OEQ | Social Imagery Subscale (CC BY 4.0) Barnby, J. M., & Bell, V. (2017, August 25). Sensed Presence Questionnaire Validation Study. https://doi.org/10.17605/OSF.IO/FECGZ | link |
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| SPQVS_Barnby_2017_OLIFE | Brief Oxford-Liverpool Inventory of Feeling and Experiences (CC BY 4.0) Barnby, J. M., & Bell, V. (2017, August 25). Sensed Presence Questionnaire Validation Study. https://doi.org/10.17605/OSF.IO/FECGZ | link |
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| SPQVS_Barnby_2017_SENPQ | The Sensed Presence Questionnaire (CC BY 4.0) Barnby, J. M., & Bell, V. (2017, August 25). Sensed Presence Questionnaire Validation Study. https://doi.org/10.17605/OSF.IO/FECGZ | link |
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| SPQVS_Barnby_2017_SIAS | The Social Interaction Anxiety Scale (CC BY 4.0) Barnby, J. M., & Bell, V. (2017, August 25). Sensed Presence Questionnaire Validation Study. https://doi.org/10.17605/OSF.IO/FECGZ | link |
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| SPQVS_Barnby_2017_WHO | WHO-5 Well-Being Index (CC BY 4.0) Barnby, J. M., & Bell, V. (2017, August 25). Sensed Presence Questionnaire Validation Study. https://doi.org/10.17605/OSF.IO/FECGZ | link |
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| SV-MAIA2_Randelovic_2021_DASS | Depression Anxiety Stress Scales-21 (DASS-21) (CC BY 4.0) Ranđelović, M., Jokic, B., & Purić, D. (2023). Are dimensions of interoceptive awareness the same for everyone? Serbian validation of MAIA-2 in samples with differing mind-body practice experience. https://osf.io/preprints/psyarxiv/8fdma | link |
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| SV-MAIA2_Randelovic_2021_ERQ | Emotion Regulation Questionnaire (CC BY 4.0) Ranđelović, M., Jokic, B., & Purić, D. (2023). Are dimensions of interoceptive awareness the same for everyone? Serbian validation of MAIA-2 in samples with differing mind-body practice experience. https://osf.io/preprints/psyarxiv/8fdma | link |
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| SV-MAIA2_Randelovic_2021_MAAS | Mindful Attention Awareness Scale (CC BY 4.0) Ranđelović, M., Jokic, B., & Purić, D. (2023). Are dimensions of interoceptive awareness the same for everyone? Serbian validation of MAIA-2 in samples with differing mind-body practice experience. https://osf.io/preprints/psyarxiv/8fdma | link |
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| SV-MAIA2_Randelovic_2021_MAIA | interoceptive awareness (CC BY 4.0) Ranđelović, M., Jokic, B., & Purić, D. (2023). Are dimensions of interoceptive awareness the same for everyone? Serbian validation of MAIA-2 in samples with differing mind-body practice experience. https://osf.io/preprints/psyarxiv/8fdma | link |
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| SV-MAIA2_Randelovic_2021_SHS | Subjective Happiness Scale (CC BY 4.0) Ranđelović, M., Jokic, B., & Purić, D. (2023). Are dimensions of interoceptive awareness the same for everyone? Serbian validation of MAIA-2 in samples with differing mind-body practice experience. https://osf.io/preprints/psyarxiv/8fdma | link |
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| SV-MAIA2_Randelovic_2021_delta | DELTA 9 disintegration scale (CC BY 4.0) Ranđelović, M., Jokic, B., & Purić, D. (2023). Are dimensions of interoceptive awareness the same for everyone? Serbian validation of MAIA-2 in samples with differing mind-body practice experience. https://osf.io/preprints/psyarxiv/8fdma | link |
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| SV-MAIA2_Randelovic_2021_hexaco100 | Hexaco 100 item personality inventory (CC BY 4.0) Ranđelović, M., Jokic, B., & Purić, D. (2023). Are dimensions of interoceptive awareness the same for everyone? Serbian validation of MAIA-2 in samples with differing mind-body practice experience. https://osf.io/preprints/psyarxiv/8fdma | link |
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| SV-MAIA2_Randelovic_2021_hexaco60 | Hexaco 60 item personality inventory (CC BY 4.0) Ranđelović, M., Jokic, B., & Purić, D. (2023). Are dimensions of interoceptive awareness the same for everyone? Serbian validation of MAIA-2 in samples with differing mind-body practice experience. https://osf.io/preprints/psyarxiv/8fdma | link |
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| VCISM_Polish_Trzcinska_2023 | Preschool Implicit Association Test (CC BY 4.0) https://doi.org/10.17605/OSF.IO/K2QEW | link |
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| VEI_Brazillian_Shiramizu_2018_EI | Empathy index in a Brazilian sample (CC BY 4.0) Shiramizu, V. M., & Yamamoto, M. E. (2018, May 28). Validation of the Empathy Index in a Brazilian Sample. https://doi.org/10.31234/osf.io/zwu26 | link |
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| VEI_Brazillian_Shiramizu_2018_IRI | Interpersonal Reactivity Index in a Brazilian sample (CC BY 4.0) Shiramizu, V. M., & Yamamoto, M. E. (2018, May 28). Validation of the Empathy Index in a Brazilian Sample. https://doi.org/10.31234/osf.io/zwu26 | link |
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| VSOCFP_Sebo_2024 | Sense of Coherence (CC BY 4.0) Sebo, P. (2024, January 27). Validation of the sense of coherence (SOC) scale in a French population. https://doi.org/10.17605/OSF.IO/PJ5MR | link |
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| Veterans_Affairs_SSVF_Survey_2016-17 | VA Satisfaction survey related to supportive services for low-income veterans (2016-2017) (CC BY-SA 4.0) https://www.data-liberation-project.org/datasets/va-ssvf-survey-data/ | link |
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| Veterans_Affairs_SSVF_Survey_2018-20 | VA Satisfaction survey related to supportive services for low-income veterans (2-18-2020) (CC BY-SA 4.0) https://www.data-liberation-project.org/datasets/va-ssvf-survey-data/ | link |
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| WMD_bartczuk_2023 | Polish work moral disengagement scale (CC BY 4.0) Bartczuk, R. P., & Zarzycka, B. (2023, June 6). Moral Disengagement in the Workplace: Validity and Psychometric Properties of the Polish Work Moral Disengagement Scale. https://doi.org/10.31234/osf.io/rgy4a | link |
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| WMI_Read_Han | Working memory tasks focused on reading. (CC BY 4.0) Navarro, E., Hao, H., Rosales, K. P., & Conway, A. R. (2023). An item response theory approach to the measurement of working memory capacity. Behavior Research Methods, 1-18. | link |
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| WMI_Rot_Han | Working memory tasks focused on rotation. (CC BY 4.0) Navarro, E., Hao, H., Rosales, K. P., & Conway, A. R. (2023). An item response theory approach to the measurement of working memory capacity. Behavior Research Methods, 1-18. | link |
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| aa1_Silvia_2023 | Aesthetic Responsiveness Assessment (CC BY 4.0) Silvia, P. J., Rodriguez-Boerwinkle, R., Awa, K. N., Zabelina, D., & Christensen, A. P. (2024, September 18). Psychometrics of the Aesthetic Responsiveness Assessment (AReA). Retrieved from osf.io/5w6dk | link |
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| aanesen_2018_coastal_recreation conjoint · source = "conj" |
Residents of Nordland, Troms and Finnmark (Norway; electronic survey, n = 517, the deposited with-jobs half of a split sample) chose among the current-regulation scenario and two stricter-regulation scenarios on 8 cards varying coastal landscape (aquaculture/fishing-tourism facilities), new jobs, beach waste, recreational catch and household tax; outcome is the preferred scenario. (CC0 1.0) Aanesen, M., Falk-Andersson, J., Vondolia, G. K., Borch, T., Navrud, S., & Tinch, D. (2018). Valuing coastal recreation and the visual intrusion from commercial activities in Arctic Norway. Ocean & Coastal Management, 153, 157-167. | link |
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| aanesen_2019_marine_tradeoffs conjoint · source = "conj" |
Residents of Nordland, Troms and Finnmark (Norway; electronic survey, n = 490, the without-jobs half of a split sample) chose among the current-regulation scenario and two stricter-regulation scenarios on 8 cards varying coastal landscape (aquaculture/fishing-tourism facilities), beach waste, recreational catch and household tax; outcome is the preferred scenario. (CC0 1.0) Aanesen, M., & Armstrong, C. W. (2019). Trading off co-produced marine ecosystem services: Natural resource industries versus other use and non-use ecosystem service values. Frontiers in Marine Science, 6, 102. | link |
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| aanesen_2021_cold_water_coral conjoint · source = "conj" |
Participants in 7 Irish valuation workshops (2014, n = 139) chose among two cold-water coral protection options and the status quo on 12 cards varying protected area, attractiveness to business, importance as fish habitat and household cost, once before and once after a group discussion. (CC0 1.0) Aanesen, M., Armstrong, C., & van Rensburg, T. M. (2021). Do we choose differently after a discussion? Results from a deliberative valuation study in Ireland. Land Economics, 97(1), 207-223. | link |
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| aappss_malpas_2019_scl | The Symptom Checklist 90(SCL-90-R) (CC BY 4.0) Malpas, C. B., De Wei Wang, A., Leong, M. M. Y., Johnstone, B., Rayner, G., Kalincik, T., … Velakoulis, D. (2019, October 31). Abbreviated assessment of psychopathology in patients with suspected seizure disorders. https://doi.org/10.17605/OSF.IO/3BA2Z | link |
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| aassve_2024_family_ideals_a conjoint · source = "conj" |
Factorial vignettes: 7985 respondents in eight countries (China, Italy, Japan, Korea, Norway, Singapore, Spain, USA) each rated 6 family vignettes varying 8 attributes (union status, fertility, income, community respect, family communication, gender roles, work-family conflict); outcome is the family's success on a 0-10 scale. (CC0 1.0) Aassve, A., et al. (2024). Family ideals in an era of low fertility. Proceedings of the National Academy of Sciences. | link |
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| aassve_2024_family_ideals_b conjoint · source = "conj" |
Factorial vignettes: 12156 respondents in eight countries (China, Italy, Japan, Korea, Norway, Singapore, Spain, USA) each rated 6 family vignettes varying 10 attributes (union status, fertility, income, community respect, family communication, gender roles, work-family conflict, child education, financial support); outcome is the family's success on a 0-10 scale. (CC0 1.0) Aassve, A., et al. (2024). Family ideals in an era of low fertility. Proceedings of the National Academy of Sciences. | link |
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| aassve_2026_parenthood conjoint · source = "conj" |
Paired conjoint on fertility intentions: 8,330 adults aged 20-44 in Argentina, Germany, Italy and the US (May 2025) compared 5 pairs of hypothetical family scenarios varying the woman's age, children, home ownership, division of work, childcare, household income and four macro outlooks (climate, economy, politics, war); outcomes are a forced choice and a 1-10 rating of intention to have a child. (CC0 1.0) Aassve, A., et al. (2026). Parenthood decisions in uncertain times: Experimental evidence from four countries. Proceedings of the National Academy of Sciences. | link |
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| abascal_2021_neighborhood_diversity conjoint · source = "conj" |
A race-balanced US Qualtrics panel judged pairs of hypothetical neighborhoods described only by racial composition; 1,999 respondents (1,803 after excluding 196 straightliners), 4 pairs each. Outcomes are a forced choice of the more racially diverse neighborhood and a 1-7 diversity rating of each. (CC0 1.0) Abascal, M., Xu, J., & Baldassarri, D. (2021). People use both heterogeneity and minority representation to evaluate diversity. Science Advances, 7(11), eabf2507. | link |
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| abascal_2025_racial_classification conjoint · source = "conj" |
2,653 US respondents (Dynata panel and undergraduates, 2022) each rated 9-10 single profiles (blurred face photo with varied skin tone, self-identified race, parents' race, parents' occupations, religion, English at home, age) on six 1-5 agree statements that the person is White, Black, Latino, Asian, MENA or a person of color. (CC0 1.0) Abascal, M., Armenta, A., Halm, W. M., & Hopkins, D. J. (2025). Who polices which boundaries? How racial self-identification affects external classification. American Journal of Sociology, 131(3), 630-683. | link |
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| abbasi_2024_bfi | Big Five Inventory (BFI), 44 items, 1-5, as deposited (the deposit's trait means equal the raw item means, so the file does not show whether reverse-keyed items were pre-reversed). 400 fathers of a recently born baby, Pakistan. Covariates: age, education, wife's age, employment type, years married, birth order of the baby. (CC BY 4.0) Abbasi NuH, Bilal A, Muhammad K, et al. (2024). Relationship between personality traits and postpartum depression in Pakistani fathers. PLOS ONE 19(5): e0303474. | link |
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| abbasi_2024_epds | Edinburgh Postnatal Depression Scale (EPDS), 10 items, 0-3, scored direction (the ten items sum to the deposit's own total). 400 fathers of a recently born baby, Pakistan. Covariates: age, education, wife's age, employment type, years married, birth order of the baby. (CC BY 4.0) Abbasi NuH, Bilal A, Muhammad K, et al. (2024). Relationship between personality traits and postpartum depression in Pakistani fathers. PLOS ONE 19(5): e0303474. | link |
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| abdelrheem_2026_eci | Emotional Creativity Inventory, 30 items, 1-5. 640 college students; the same respondents also completed the Five Facet Mindfulness Questionnaire (abdelrheem_2026_ffmq). Subscale and total scores in the source are composites and are not included. (CC0 1.0) Mohamed Abdelrheem, T. N. (2026). Mindfulness: Enhancing emotional creativity and academic achievement in college students [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/IVKVFT | link |
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| abdelrheem_2026_ffmq | Five Facet Mindfulness Questionnaire, 39 items, 1-5. 640 college students; the same respondents also completed the Emotional Creativity Inventory (abdelrheem_2026_eci). Facet and total scores in the source are composites and are not included. (CC0 1.0) Mohamed Abdelrheem, T. N. (2026). Mindfulness: Enhancing emotional creativity and academic achievement in college students [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/IVKVFT | link |
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| abdollahi_2023_job_burnout | 22 Maslach Burnout Inventory items (1 never - 7 a lot, Persian anchors); N = 165 Iranian special-needs teachers. (CC BY 4.0) Abdollahi, A. (2023). The mediating effect of job passion in the relationship between job hardiness and job burnout among special needs teachers [data]. figshare. https://doi.org/10.6084/m9.figshare.24024618.v1 | link |
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| abdollahi_2023_job_hardiness | 17 job-hardiness items (1 completely agree - 4 completely disagree, as coded); N = 165 Iranian special-needs teachers. (CC BY 4.0) Abdollahi, A. (2023). The mediating effect of job passion in the relationship between job hardiness and job burnout among special needs teachers [data]. figshare. https://doi.org/10.6084/m9.figshare.24024618.v1 | link |
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| abdollahi_2023_job_passion | 17 job-passion items (1 very little - 5 very much); N = 165 Iranian special-needs teachers. (CC BY 4.0) Abdollahi, A. (2023). The mediating effect of job passion in the relationship between job hardiness and job burnout among special needs teachers [data]. figshare. https://doi.org/10.6084/m9.figshare.24024618.v1 | link |
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| abdollahi_2026_aps | Persian Academic Procrastination Scale, complete form, 25 items, 1-5. 485 Iranian university students, who also completed the Tuckman Procrastination Scale (abdollahi_2026_tuckman). (CC BY 4.0) Abdollahi, A. (2026). Psychometric comparison of the Complete and Short form of the Persian Academic Procrastination Scale among Iranian students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31724872.v1 | link |
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| abdollahi_2026_tuckman | Tuckman Procrastination Scale, 16 items, administered on a 1-4 scale. 485 Iranian university students, who also completed the complete-form Persian Academic Procrastination Scale (abdollahi_2026_aps). (CC BY 4.0) Abdollahi, A. (2026). Psychometric comparison of the Complete and Short form of the Persian Academic Procrastination Scale among Iranian students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31724872.v1 | link |
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| abdulkader_mohamed_2022_exer_attitude | Attitudes toward exercise (Part 3 of the KAP exercise and exergames questionnaire), 10 statements on a 1-5 agreement scale (1 strongly disagree, 5 strongly agree), Malaysian urban high school students aged 13-17. 1,860 responses from 186 respondents on 10 items. (CC BY 4.0) Abdulkader Mohamed R, Abdul Rahim NA, Mohamad SM, Ahmad Yusof H (2022). Validity and reliability of knowledge, attitude, and practice regarding exercise and exergames experiences questionnaire among high school students. BMC Public Health, 22, 1743. https://doi.org/10.1186/s12889-022-14147-z | link |
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| abdulkader_mohamed_2022_exer_knowledge | Knowledge about exercise (Part 2 of the KAP exercise and exergames questionnaire), 9 statements rated agree/neutral/disagree (1 disagree, 2 neutral, 3 agree), Malaysian urban high school students aged 13-17. 1,674 responses from 186 respondents on 9 items. (CC BY 4.0) Abdulkader Mohamed R, Abdul Rahim NA, Mohamad SM, Ahmad Yusof H (2022). Validity and reliability of knowledge, attitude, and practice regarding exercise and exergames experiences questionnaire among high school students. BMC Public Health, 22, 1743. https://doi.org/10.1186/s12889-022-14147-z | link |
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| abdulkader_mohamed_2022_exergame_exp | Exergames experiences (Part 5 of the KAP exercise and exergames questionnaire), 5 yes/no questions (0 no, 1 yes) on knowing, trying, preferring and being exposed to exergames such as Xbox 360 and Nintendo Wii, Malaysian urban high school students aged 13-17. 930 responses from 186 respondents on 5 items. (CC BY 4.0) Abdulkader Mohamed R, Abdul Rahim NA, Mohamad SM, Ahmad Yusof H (2022). Validity and reliability of knowledge, attitude, and practice regarding exercise and exergames experiences questionnaire among high school students. BMC Public Health, 22, 1743. https://doi.org/10.1186/s12889-022-14147-z | link |
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| abdullah_2024_blqol | BLQoL-M bloating quality-of-life scale (5 items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_bsq_sev24 | BSQ-M past-24h bloating severity subscale (5 items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_bsq_sevgen | BSQ-M general bloating severity subscale (6 items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_hbbloat_attitude | HB-Bloat health belief scale, attitude subscale (3 retained items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_hbbloat_pbc | HB-Bloat health belief scale, perceived behavioural control subscale (3 retained items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_hbbloat_subjnorm | HB-Bloat health belief scale, subjective norm subscale (5 retained items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_hpbbloat_awareness | HPB-Bloat health promoting behaviour scale, health awareness subscale (3 items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_hpbbloat_diet | HPB-Bloat health promoting behaviour scale, diet subscale (3 items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_hpbbloat_physact | HPB-Bloat health promoting behaviour scale, physical activity subscale (3 items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_hpbbloat_stress | HPB-Bloat health promoting behaviour scale, stress management subscale (3 items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_hpbbloat_treat | HPB-Bloat health promoting behaviour scale, alternative treatment subscale (3 items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abdullah_2024_ssbloat | SS-Bloat social support scale (6 items), abdominal bloating study (CC BY 4.0) Abdullah et al. (2024). Structural equation models of health behaviour, psychological well-being, symptom severity and quality of life in abdominal bloating. PeerJ. | link |
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| abeck_2026_soc_diagnosis | Image-based multiple-choice test of eight skin conditions in skin of color, scored correct/incorrect, before (wave 1) and after (wave 2) a seminar. 142 medical students, Germany. Covariates: age, sex, semester, dermatology experience. (CC BY 4.0) Abeck F, Heinen I, Heidrich I, Kott J, Sommer R, Blome C, et al. (2026). Testing undergraduate medical students' ability to correctly identify skin conditions in skin of color: A pre-post-study at a medical school in Germany. PLoS One 21(2): e0342922. https://doi.org/10.1371/journal.pone.0342922 | link |
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| aberrance_pk_sim simulated · source = "sim" |
Simulated item preknowledge with response times: 1,000 persons x 40 items, 2PL scores and lognormal times; 10% of examinees know 40% of the items (scores redrawn at P = .90, log times x 0.75). True ability, speed and preknowledge flag in cov_true_*, true item parameters and compromised flag in itemcov_true_*. (CC0 1.0) Sinharay, S. (2017). Detection of item preknowledge using likelihood ratio test and score test. Journal of Educational and Behavioral Statistics, 42(1), 46-68. Generated with aberrance::sim (Gorney, K., & Deng, J., aberrance R package, version 0.3.0). | link |
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| aberrance_speeded_sim simulated · source = "sim" |
Simulated test speededness with end-of-test rapid guessing: 1,000 persons x 40 items, 3PL scores and lognormal times; 10% of examinees guess (P = .25, 1-10 s) on the last 4 items after a change point. True ability, speed and speeded flag in cov_true_*, true item parameters and speeded-block flag in itemcov_true_*. (CC0 1.0) Shao, C., Li, J., & Cheng, Y. (2016). Detection of test speededness using change-point analysis. Psychometrika, 81(4), 1118-1141. Generated with aberrance::sim (Gorney, K., & Deng, J., aberrance R package, version 0.3.0). | link |
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| abortion | Attitudes on abortion (GPL-3.0) McGrath, K. and Waterton, J. (1986) British social attitudes, 1983-86 panel survey. London: SCPR. | link |
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| abouhashish_2025_chatgpt_attitudes | 40-item researcher-developed ChatGPT questionnaire (Knowledge/Perceptions/Attitudes/Concerns, 10 items each, 1-5 Likert), nursing students (CC BY 4.0) Abou Hashish E, Alsayed S, Abdel Razek A (2025) Embracing AI in academia: A mixed methods study of nursing students' and educators' perspectives on using ChatGPT. PLoS ONE. | link |
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| abramson_2026_israel_attachment | Attachment to Israel items (1-5); 1706 respondents, 3 items, 7199 responses (CC0 1.0) Abramson, Y., Menon, A., & Yakter, A. (2026). Replication Data for: Do Appeals to the Diaspora Affect their Attachment to the Homeland? Findings from Jewish-Americans before and during the Israel-Hamas War. https://doi.org/10.7910/DVN/NGRR1Q, Harvard Dataverse, V1 | link |
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| abramson_2026_israel_policy | Policies toward Israel items (1-5); 1706 respondents, 4 items, 9599 responses (CC0 1.0) Abramson, Y., Menon, A., & Yakter, A. (2026). Replication Data for: Do Appeals to the Diaspora Affect their Attachment to the Homeland? Findings from Jewish-Americans before and during the Israel-Hamas War. https://doi.org/10.7910/DVN/NGRR1Q, Harvard Dataverse, V1 | link |
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| abramson_2026_jewish_identity | Importance of aspects of Jewish identity items (1-5); 1706 respondents, 7 items, 16794 responses (CC0 1.0) Abramson, Y., Menon, A., & Yakter, A. (2026). Replication Data for: Do Appeals to the Diaspora Affect their Attachment to the Homeland? Findings from Jewish-Americans before and during the Israel-Hamas War. https://doi.org/10.7910/DVN/NGRR1Q, Harvard Dataverse, V1 | link |
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| abramson_2026_mobilization | Diaspora mobilization items (11-point); 1706 respondents, 4 items, 9594 responses (CC0 1.0) Abramson, Y., Menon, A., & Yakter, A. (2026). Replication Data for: Do Appeals to the Diaspora Affect their Attachment to the Homeland? Findings from Jewish-Americans before and during the Israel-Hamas War. https://doi.org/10.7910/DVN/NGRR1Q, Harvard Dataverse, V1 | link |
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| abu_tabar_2021_muis | Mishel Uncertainty in Illness Scale (MUIS, community form), 23 items; reverse-keyed items kept as worded; 23 items, 1-5 (strongly disagree-strongly agree); 153 COPD outpatients at three Jordanian hospitals; covariates: hospital, demographics, comorbidities, smoking, admissions, GOLD stage (cov_*). (CC0 1.0) Abu Tabar, N., Al Qadire, M., Thultheen, I., & Alshraideh, J. (2021). Health-related quality of life, uncertainty, and anxiety among patients with chronic obstructive pulmonary disease. F1000Research, 10, 420. https://doi.org/10.12688/f1000research.51936.1 | link |
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| abu_tabar_2021_stai_s | State-Trait Anxiety Inventory, state form (STAI-S), 20 items; reverse-keyed items kept as worded; 20 items, 1-4 (not at all-very much so); 153 COPD outpatients at three Jordanian hospitals; covariates: hospital, demographics, comorbidities, smoking, admissions, GOLD stage (cov_*). (CC0 1.0) Abu Tabar, N., Al Qadire, M., Thultheen, I., & Alshraideh, J. (2021). Health-related quality of life, uncertainty, and anxiety among patients with chronic obstructive pulmonary disease. F1000Research, 10, 420. https://doi.org/10.12688/f1000research.51936.1 | link |
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| abukhalaf_2025_disaster_prep | 3-item disaster-preparedness-intention scale (11-point 0-1 in 0.1 increments), same sample as abukhalaf_2025_housing_risk (CC BY 4.0) Abukhalaf A (2025) Exploring the relationship between housing conditions and risk perception in a disaster context. PLoS ONE. | link |
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| abukhalaf_2025_housing_risk | 13-item hurricane risk-perception scale (5-point 0/.25/.5/.75/1 Likert-as-percentage responses, per the paper's own coding), from a US survey of hurricane-prone-area residents (CC BY 4.0) Abukhalaf A (2025) Exploring the relationship between housing conditions and risk perception in a disaster context. PLoS ONE. | link |
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| acevedo_triana_2017_tmaze | Spontaneous-alternation T-maze, 21 adult rats, five sessions of 20 trials. resp is WHICH ARM the rat entered (1 = right, 0 = left), NOT whether it was correct: no arm is correct in this task and the construct the authors measure, alternation, is a property of consecutive trials. Do not model resp as accuracy. 1,077 responses from 21 subjects on 100 items. (CC BY 4.0) Acevedo-Triana CA, Rojas MJ, Cardenas FP (2017). Running wheel training does not change neurogenesis levels or alter working memory tasks in adult rats. PeerJ, 5, e2976. https://doi.org/10.7717/peerj.2976 | link |
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| acharya_2018_democratic_peace conjoint · source = "conj" |
1,246 US MTurk respondents (June 2016) each read one vignette about a country developing nuclear weapons with randomized alliance, democracy, trade and stated motives (a Tomz & Weeks 2013 replication plus a threat-information arm); outcome is a 5-point favor/oppose rating of a US strike on its nuclear sites. (CC0 1.0) Acharya, A., Blackwell, M., & Sen, M. (2018). Analyzing causal mechanisms in survey experiments. Political Analysis, 26(4), 357-378. | link |
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| acharya_2018_scotus_nominees conjoint · source = "conj" |
US adults (SSI online sample, December 2013; 1,567 respondents) each rated six single hypothetical US Supreme Court nominee profiles varying work experience, gender, age, race/ethnicity, clerkship, law school rank and religion, plus party leaning in a randomly assigned partisan arm; outcomes are 5-point support, qualification and trust ratings (Sen 2017 experiment). (CC0 1.0) Acharya, A., Blackwell, M., & Sen, M. (2018). Analyzing causal mechanisms in survey experiments. Political Analysis, 26(4), 357-378. | link |
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| ackeret_2022_coach_burnout | Coach Burnout Questionnaire (Harris et al. 2005), 15 items, 1-5, 422 sports coaches (Switzerland), three waves (baseline, 3 and 6 months; wave 1-3); no covariates (demographics withheld by the authors). (CC0 1.0) Ackeret, N., Rothlin, P., Allemand, M., Krieger, T., Berger, T., Znoj, H., Kentta, G., Birrer, D., & Horvath, S. (2022). Six-month stability of individual differences in sports coaches' burnout, self-compassion and social support. Psychology of Sport and Exercise, 102207. | link |
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| ackeret_2022_scs_sf | Self-Compassion Scale - Short Form (SCS-SF), 12 items, 1-5, 422 sports coaches (Switzerland), three waves (baseline, 3 and 6 months; wave 1-3); no covariates (demographics withheld by the authors). (CC0 1.0) Ackeret, N., Rothlin, P., Allemand, M., Krieger, T., Berger, T., Znoj, H., Kentta, G., Birrer, D., & Horvath, S. (2022). Six-month stability of individual differences in sports coaches' burnout, self-compassion and social support. Psychology of Sport and Exercise, 102207. | link |
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| ackeret_2022_social_support | Brief Perceived Social Support Questionnaire (BPSSQ / F-SozU K-6), 6 items, 1-5, 422 sports coaches (Switzerland), three waves (baseline, 3 and 6 months; wave 1-3); no covariates (demographics withheld by the authors). (CC0 1.0) Ackeret, N., Rothlin, P., Allemand, M., Krieger, T., Berger, T., Znoj, H., Kentta, G., Birrer, D., & Horvath, S. (2022). Six-month stability of individual differences in sports coaches' burnout, self-compassion and social support. Psychology of Sport and Exercise, 102207. | link |
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| acl_mokken | Data from the ajective check list (GPL-3.0) Gough, H. G., & Heilbrun,A. B. (1980) The Adjective Check List, Manual 1980 Edition. Consulting Psychologists Press. | link |
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| acpc_poker_2010_2017 competitions · source = "comp" |
Annual Computer Poker Competition, heads-up events of 2010, 2013, 2014, 2016 and 2017: 683 matches between 91 named bot entries, each a complete head-to-head result in milli big blinds per hand with the half-width of its 95% confidence interval (`mbb_per_hand`, `ci95`). score_a is that figure and score_b its negation, so the pair sums to zero as in the source. `game` separates heads-up limit from heads-up no-limit and `year` the competition. Built from the competition's own archived results pages rather than the 20 GB third-party repack of 620M hands on Zenodo: a crosstable cell already IS the match-level record the comps standard wants, and it carries an interval that summing the logs would have had to compute. The archived pages also cover 2010 and 2016, which the Zenodo repack does not. THREE-PLAYER EVENTS ARE EXCLUDED and are a third of the archived files: a three-handed crosstable is indexed by pairs of opponents, so a cell has three contestants and cannot be written as agent_a against agent_b. No homefield column, and here that is a property of the competition rather than a null result -- the ACPC plays duplicate poker, replaying every match with the hands swapped between seats precisely so that card luck and position cancel, so there is no side to hold an advantage. No date either: the sources carry a year, which is its own column. Do not read the winner marginal (agent_a wins 479 of 683): a pair is written in the order its crosstable lists the two agents and crosstables are ordered by finishing rank, so agent_a is usually the stronger bot. Agent names are kept exactly as printed, including the tbr/iro division suffix, and are NOT reconciled across years, so 91 names cover fewer real entrants. ci95 is blank on the 101 rows from 2017, whose source is a JSON of results with no intervals; every other row has one. (CC BY 4.0) Annual Computer Poker Competition (2010-2017). Competition results [Data set]. computerpokercompetition.org, via the Internet Archive Wayback Machine. | link |
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| act_kay_2025 | Item-level responses from the American Conspiracy Thinking Scale (ACTS), adminstered twice in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| acunamora_2018_gypes | Gothenburg Young Persons Empowerment Scale (GYPES), 15 items, N=273 (CC BY 4.0) Acuna Mora, M., et al. (2018). Patient empowerment in young persons with chronic conditions: Psychometric properties of the Gothenburg Young Persons Empowerment Scale (GYPES). PLOS ONE. | link |
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| ada_boredom_bieleke2022 | Dealing with boredom scale (CC BY 4.0) Bieleke, M., Ripper, L., Schüler, J., & Wolff, W. (2022). Boredom is the root of all evil—or is it? A psychometric network approach to individual differences in behavioural responses to boredom. Royal Society open science, 9(9), 211998. | link |
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| adamczyk_2022_cesd | Center for Epidemiologic Studies Depression Scale (CES-D), 20 items on a 0-3 scale, validation sample 2 of the Polish RAS study (209 respondents, 4,180 responses). (CC BY 4.0) Adamczyk, K., Kleka, P., & Frydrychowicz, M. (2022). Psychometric functioning, measurement invariance, and external associations of the Relationship Assessment Scale in a sample of Polish adults. Scientific Reports, 12, 22077. https://doi.org/10.1038/s41598-022-26653-6 | link |
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| adamczyk_2022_fbss | Felt Basic Support Scale (FBSS), 6 items on a 1-5 scale, validation sample 1 of the Polish RAS study (203 respondents, 1,218 responses). (CC BY 4.0) Adamczyk, K., Kleka, P., & Frydrychowicz, M. (2022). Psychometric functioning, measurement invariance, and external associations of the Relationship Assessment Scale in a sample of Polish adults. Scientific Reports, 12, 22077. https://doi.org/10.1038/s41598-022-26653-6 | link |
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| adamczyk_2022_mhc_sf | Mental Health Continuum Short Form (MHC-SF), 14 items on a 0-5 scale, validation sample 2 of the Polish RAS study (209 respondents, 2,924 responses). (CC BY 4.0) Adamczyk, K., Kleka, P., & Frydrychowicz, M. (2022). Psychometric functioning, measurement invariance, and external associations of the Relationship Assessment Scale in a sample of Polish adults. Scientific Reports, 12, 22077. https://doi.org/10.1038/s41598-022-26653-6 | link |
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| adamczyk_2022_qri | Quality of Relationships Inventory (QRI), 23 items on a 1-4 scale, validation sample 1 of the Polish RAS study (203 respondents, 4,669 responses). The deposit's two QRI columns suffixed _removed are excluded -- the depositors dropped them from their own analysis. (CC BY 4.0) Adamczyk, K., Kleka, P., & Frydrychowicz, M. (2022). Psychometric functioning, measurement invariance, and external associations of the Relationship Assessment Scale in a sample of Polish adults. Scientific Reports, 12, 22077. https://doi.org/10.1038/s41598-022-26653-6 | link |
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| adamczyk_2022_ras | Relationship Assessment Scale (RAS; Hendrick 1988), Polish translation by Monfort et al. (2014), 7 items on a 1-5 scale, merged across the paper's three independently recruited samples: the reference sample (733) and validation samples 1 (203) and 2 (209), distinguished by cov_study. 1,145 respondents, 8,015 responses. id is prefixed with the sample because the samples were recruited independently. (CC BY 4.0) Adamczyk, K., Kleka, P., & Frydrychowicz, M. (2022). Psychometric functioning, measurement invariance, and external associations of the Relationship Assessment Scale in a sample of Polish adults. Scientific Reports, 12, 22077. https://doi.org/10.1038/s41598-022-26653-6 | link |
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| adamczyk_2022_resta | Relationship Stability measure (ReSta), 5 items on a 0-3 scale, validation sample 1 of the Polish RAS study (203 respondents, 1,015 responses). Raw, not reverse-scored: the deposit's ReSta2_R copy is excluded. (CC BY 4.0) Adamczyk, K., Kleka, P., & Frydrychowicz, M. (2022). Psychometric functioning, measurement invariance, and external associations of the Relationship Assessment Scale in a sample of Polish adults. Scientific Reports, 12, 22077. https://doi.org/10.1038/s41598-022-26653-6 | link |
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| adamczyk_2022_selsa | Social and Emotional Loneliness Scale for Adults (SELSA), the five romantic-loneliness items the study administered (3, 6, 10, 14, 15), 1-7 scale, validation sample 2 of the Polish RAS study (209 respondents, 1,045 responses). Item numbering follows the full SELSA, not a 1-5 renumbering. (CC BY 4.0) Adamczyk, K., Kleka, P., & Frydrychowicz, M. (2022). Psychometric functioning, measurement invariance, and external associations of the Relationship Assessment Scale in a sample of Polish adults. Scientific Reports, 12, 22077. https://doi.org/10.1038/s41598-022-26653-6 | link |
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| adamczyk_2022_upps | UPPS Impulsive Behavior Scale short form, 4 items on a 1-4 scale, validation sample 1 of the Polish RAS study (203 respondents, 812 responses). Raw, not reverse-scored: the deposit's UPPS1_R-UPPS4_R copies are excluded. (CC BY 4.0) Adamczyk, K., Kleka, P., & Frydrychowicz, M. (2022). Psychometric functioning, measurement invariance, and external associations of the Relationship Assessment Scale in a sample of Polish adults. Scientific Reports, 12, 22077. https://doi.org/10.1038/s41598-022-26653-6 | link |
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| adamczyk_2022_workbat | Workaholism Battery (WorkBAT), 20 items on a 1-5 scale, validation sample 1 of the Polish RAS study (203 respondents, 4,060 responses). (CC BY 4.0) Adamczyk, K., Kleka, P., & Frydrychowicz, M. (2022). Psychometric functioning, measurement invariance, and external associations of the Relationship Assessment Scale in a sample of Polish adults. Scientific Reports, 12, 22077. https://doi.org/10.1038/s41598-022-26653-6 | link |
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| addy_2021_sdq_ghana | 10 raw Strengths and Difficulties Questionnaire (SDQ) items among school-going adolescents in Ghana (CC BY 4.0) Addy ND, Agbozo F, Runge-Ranzinger S, Grys P (2021). Mental health difficulties, coping mechanisms and support systems among school-going adolescents in Ghana: A mixed-methods study. PLOS ONE, 16(4), e0250424. https://doi.org/10.1371/journal.pone.0250424 | link |
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| adebiyi_2026_representational_fluency | Representational Fluency Task, 4 open-response items translating between words, equations and diagrams, scored 0/1, 285 Junior Secondary School students in Lagos State, Nigeria; cov_gender. (CC BY 4.0) Adebiyi, A. (2026). Cognitive Load and Error patterns as predictors of Achievement in Algebraic word Problems [Data set]. figshare. https://doi.org/10.6084/m9.figshare.34032243.v1 | link |
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| adiguzel_2025_checks_balances conjoint · source = "conj" |
Paired candidate conjoint in Turkey: 510 respondents compared 5 pairs of hypothetical candidates varying a proposed law on judicial oversight of the government (with or without a gridlock/corruption justification, by arm) and a social-policy plan; outcomes are candidate selection, a 0-10 democracy rating and a 1-5 support rating. (CC0 1.0) Adiguzel, F. S. (2025). Checks and balances and institutional gridlock: Implications for authoritarianism. Governance, 38(2). | link |
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| aditama_2024_strs | Student-Teacher Relationship Scale, Indonesian version, 1-5, secondary students. 1924 respondents x 28 items = 53872 responses. (CC BY 4.0) Aditama, M. H. R., Atmoko, A., & Muslihati, M. (2024). Dataset Validation of the Indonesian Version of the Student-Teacher Relationship Scale: Rasch Model Analysis [Data set]. Mendeley Data. https://doi.org/10.17632/b4byp3rn7j | link |
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| adman_2024_climate_refugees conjoint · source = "conj" |
US adults (Bovitz, September 2022) chose between two refugee profiles described by 7 attributes (reason for leaving incl. climate-caused disaster or poverty, origin, children, English skills, gender, age, religion). 1,117 respondents, 5 paired tasks; two forced choices per task: who should receive the visa and who would integrate more successfully. (CC0 1.0) Adman, P., Lajevardi, N., & Seligsohn, D. (2024). American attitudes toward climate migrants: Findings from a conjoint experiment. PS: Political Science & Politics, 57(4). | link |
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| adsera_2023_value_of_democracy conjoint · source = "conj" |
Paired conjoint of hypothetical societies: 6,014 online-panel respondents in Brazil, France and the US (about 2,000 each) chose between and rated two societies seven times, varying own income, average income, free elections, public health system, effort vs connections and inequality; outcomes are a forced choice and a rating of each society. (CC0 1.0) Adserà, A., Arenas, A., & Boix, C. (2023). Estimating the value of democracy relative to other institutional and economic outcomes among citizens in Brazil, France, and the United States. Proceedings of the National Academy of Sciences, 120(48), e2306168120. | link |
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| aestheticfluency_cotter2023 | Aesthetic fluency scale (GPL-3.0) Cotter, K. N., Rodriguez-Boerwinkle, R. M., Christensen, A. P., Fekete, A., Smith, J. K., Smith, L. F., ... & Silvia, P. J. (2023). Updating the Aesthetic Fluency Scale: Revised long and short forms for research in the psychology of the arts. Plos one, 18(2), e0281547. | link |
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| afaya_2020_complications_knowledge | Diabetes complications-knowledge subscale, Ghanaian patients, 7 items, N=330 (CC BY 4.0) Afaya, R. A., et al. (2020). Medication adherence and self-care behaviours among patients with type 2 diabetes mellitus in Ghana. PLOS ONE. | link |
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| afaya_2020_diet_knowledge | Diabetes diet-knowledge subscale, Ghanaian patients, 13 items, N=330 (CC BY 4.0) Afaya, R. A., et al. (2020). Medication adherence and self-care behaviours among patients with type 2 diabetes mellitus in Ghana. PLOS ONE. | link |
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| afaya_2020_exercise_knowledge | Diabetes exercise-knowledge subscale, Ghanaian patients, 4 items, N=330 (CC BY 4.0) Afaya, R. A., et al. (2020). Medication adherence and self-care behaviours among patients with type 2 diabetes mellitus in Ghana. PLOS ONE. | link |
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| afaya_2020_footcare_knowledge | Diabetes foot-care-knowledge subscale, Ghanaian patients, 14 items, N=330 (CC BY 4.0) Afaya, R. A., et al. (2020). Medication adherence and self-care behaviours among patients with type 2 diabetes mellitus in Ghana. PLOS ONE. | link |
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| afaya_2020_general_knowledge | Diabetes general-knowledge subscale, Ghanaian patients, 11 items, N=330 (CC BY 4.0) Afaya, R. A., et al. (2020). Medication adherence and self-care behaviours among patients with type 2 diabetes mellitus in Ghana. PLOS ONE. | link |
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| afaya_2020_medication_knowledge | Diabetes medication-knowledge subscale, Ghanaian patients, 10 items, N=330 (CC BY 4.0) Afaya, R. A., et al. (2020). Medication adherence and self-care behaviours among patients with type 2 diabetes mellitus in Ghana. PLOS ONE. | link |
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| afaya_2020_monitoring_knowledge | Diabetes monitoring-knowledge subscale, Ghanaian patients, 7 items, N=330 (CC BY 4.0) Afaya, R. A., et al. (2020). Medication adherence and self-care behaviours among patients with type 2 diabetes mellitus in Ghana. PLOS ONE. | link |
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| afps_vangsness_2019 | Academic Functional Procrastination (CC BY 4.0) Vangsness, L., Voss, N. M., Maddox, N., Devereaux, V., Martin, E., & Nystrom, C. (2022, January 24). Self-Report Measures of Procrastination Exhibit Inconsistent Concurrent Validity, Predictive Validity, and Psychometric Properties. https://doi.org/10.17605/OSF.IO/R7WCX | link |
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| afriana_2026_sslp | School science laboratory personnel (SSLP) competency questionnaire, 29 items over five domains (quality documentation, occupational health and safety, waste management, chemical handling, basic lab skills), 1-5 agreement; item 21 reverse-keyed, stored as answered. 252 Indonesian laboratory personnel. Covariates: gender, work experience. (CC BY 4.0) Afriana J, Permanasari A (2026). Professional Development Needs of School Science Laboratory Personnel: Insights From A Rasch Analysis. Zenodo. https://doi.org/10.5281/zenodo.20568661 | link |
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| agarwal_2023_dreem | 50-item DREEM educational-environment scale, health profession students, 3 waves (precovid/covid/postcovid) (CC BY 4.0) Agarwal et al. (2023). Navigating post COVID-19 education: an investigative study on students' attitude and perception of their new normal learning environment. PeerJ. | link |
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| aghaei_2025_emotional_intelligence | A 16-item emotional intelligence scale (1-5) with the four-blocks-of-four structure of Wong and Law's WLEIS, administered in Persian to the same 714 respondents. (CC BY 4.0) Aghaei, A. E., Tehranizadeh, M., & Aminzadeh, M. (2025). Unpacking the Mechanisms Between Internet Addiction and Online Impulse Buying: Which is More Critical, Mindfulness or Emotional Intelligence? [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.15346545 | link |
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| aghaei_2025_impulse_buying | Five online impulse-buying items (1-5) administered in Persian to the same 714 respondents. (CC BY 4.0) Aghaei, A. E., Tehranizadeh, M., & Aminzadeh, M. (2025). Unpacking the Mechanisms Between Internet Addiction and Online Impulse Buying: Which is More Critical, Mindfulness or Emotional Intelligence? [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.15346545 | link |
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| aghaei_2025_internet_addiction | Young's 20-item Internet Addiction Test (1-5), administered in Persian to 714 Iranian online shoppers. Item codes are the deposit's column names adi1-adi20, and each one's SPSS variable label is its full Persian stem. (CC BY 4.0) Aghaei, A. E., Tehranizadeh, M., & Aminzadeh, M. (2025). Unpacking the Mechanisms Between Internet Addiction and Online Impulse Buying: Which is More Critical, Mindfulness or Emotional Intelligence? [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.15346545 | link |
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| aghaei_2025_mindfulness | A 12-item mindfulness scale (1-4) matching the Cognitive and Affective Mindfulness Scale-Revised in length and response format, administered in Persian to the same 714 respondents. (CC BY 4.0) Aghaei, A. E., Tehranizadeh, M., & Aminzadeh, M. (2025). Unpacking the Mechanisms Between Internet Addiction and Online Impulse Buying: Which is More Critical, Mindfulness or Emotional Intelligence? [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.15346545 | link |
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| agn_kay_2025 | Item-level responses from the Agnew’s Anomie Scale, adminstered once in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| agogue_2020_self_perceived_creativity | Self-perceived creativity scale, 6 items, N=200 (CC BY 4.0) Agogue, M., et al. (2020). Nudging individuals' creativity using social labeling. PLOS ONE. | link |
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| aguilar_latorre_2022_covid_knowledge | Seventeen knowledge questions about COVID-19 (transmission, prevention, symptoms, hand-washing, mask and glove use, home care, flu vaccination), answered by 354 Spanish adolescents aged 12-18. Three ordered categories: 0 = completely incorrect or does not know, 1 = partially correct, 2 = completely correct. The paper documents that eight questions offered all three options and nine offered only correct vs. incorrect/does-not-know, so several items use only 0 and 2; K8's top category was never endorsed. (CC BY 4.0) Aguilar-Latorre, A., Asensio-Martinez, A., Garcia-Sanz, O., & Olivan-Blazquez, B. (2022). Knowledge, attitudes, risk perceptions, and practices of Spanish adolescents toward the COVID-19 pandemic: Validation and results of the Spanish version of the questionnaire. Frontiers in Psychology, 12, 804531. | link |
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| aguilar_latorre_2022_covid_practices | Thirteen self-reported COVID-19 preventive practices (hand-washing, avoiding face-touching, mask use, covering sneezes, separate disposal of masks and tissues, disinfecting surfaces, shaking hands, kissing, hugging, physical distancing, following the news, teaching others, cooking eggs and meat thoroughly), answered by 354 Spanish adolescents aged 12-18 on a 5-point frequency scale from Nunca (1) to Siempre (5). (CC BY 4.0) Aguilar-Latorre, A., Asensio-Martinez, A., Garcia-Sanz, O., & Olivan-Blazquez, B. (2022). Knowledge, attitudes, risk perceptions, and practices of Spanish adolescents toward the COVID-19 pandemic: Validation and results of the Spanish version of the questionnaire. Frontiers in Psychology, 12, 804531. | link |
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| aguilar_latorre_2022_covid_risk | Ten attitude and risk-perception questions about COVID-19 (observance of preventive measures, perceived susceptibility, fear for oneself and for family, perceived dangerousness, readiness to be tested, felt responsibility for others, effect on daily life), answered by 354 Spanish adolescents aged 12-18 on a 5-point scale from Nada (1) to Mucho (5). (CC BY 4.0) Aguilar-Latorre, A., Asensio-Martinez, A., Garcia-Sanz, O., & Olivan-Blazquez, B. (2022). Knowledge, attitudes, risk perceptions, and practices of Spanish adolescents toward the COVID-19 pandemic: Validation and results of the Spanish version of the questionnaire. Frontiers in Psychology, 12, 804531. | link |
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| aguirre_camacho_2021_champion | Champion Breast Cancer Fear Scale (8 items, 1-5), young Spanish women, N=442 (with a wave=1 retest subsample, n=78). (CC BY 4.0) Aguirre-Camacho A, Hidalgo B, Gonzalez-Cuevas G (2021). Fear of breast cancer among young Spanish women: Factor structure and psychometric properties of the Champion breast cancer fear scale. PLOS ONE 16(3):e0249562. | link |
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| aguirre_camacho_2021_shai | Short Health Anxiety Inventory (18 items, 0-3), young Spanish women, N=244. (CC BY 4.0) Aguirre-Camacho A, Hidalgo B, Gonzalez-Cuevas G (2021). Fear of breast cancer among young Spanish women: Factor structure and psychometric properties of the Champion breast cancer fear scale. PLOS ONE 16(3):e0249562. | link |
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| ahlen_2026_family_reunification conjoint · source = "conj" |
Paired conjoint on family reunification: 4,119 adults in Germany, Italy and Sweden (online, Feb-Mar 2024) chose which of two fictitious resident family members should be allowed to bring a family member, in 6 pairs varying migration background, language, legal status, work, economic resources, gender, religion and religiosity, and rated each 1-7. (CC0 1.0) Ahlén, A., Borevi, K., Gschwind, L., Hultin Rosenberg, J., & Wejryd, J. (2026). Universalist attitudes to family migration in Germany, Italy and Sweden: A new 'opinion-policy gap'. European Union Politics. | link |
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| ahlen_2026_migrant_admission conjoint · source = "conj" |
Paired conjoint on migrant admission: 4,119 adults in Germany, Italy and Sweden (online, Feb-Mar 2024) chose between two migrant profiles in 6 pairs varying reason for migrating, education, work experience, language, gender, religiosity and religion-by-country of origin. (CC0 1.0) Ahlén, A., Borevi, K., Gschwind, L., Hultin Rosenberg, J., & Wejryd, J. (2026). Universalist attitudes to family migration in Germany, Italy and Sweden: A new 'opinion-policy gap'. European Union Politics. | link |
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| ahler_2022_james_vignette conjoint · source = "conj" |
US MTurk workers (2018, n = 1,991; 1,507 pass the authors' quality filter) read one 'James' vignette with race, spouse's name (Karen/Keith), free-time activity (Baptist/secular scouting/sports) and demonstrations (anti-tax/living-wage/student government) randomized, and chose which statement about James is most likely (sales / sales and Democrat / sales and Republican). (CC0 1.0) Ahler, D. J., & Sood, G. (2022). Typecast: A routine mental shortcut causes party stereotyping. Political Behavior. | link |
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| ahmad_2020_pharmacy_satisfaction | The 22-item Public Health Clinic Patient Satisfaction Questionnaire (PHC-PSQ) on pharmacy services, answered on a 1-10 satisfaction scale by 400 outpatients at three randomly selected Malaysian public health clinics. Three documented domains, preserved in the item codes: administrative competency (A1-A9), technical competency (B1-B10), convenience of location (C1-C3). Covariates: age group, education, employment, income, visit frequency, health status, pharmacy knowledge score. (CC0 1.0) Ahmad, N., Ismail, A., & Gan, Y. N. (2020). Factors associated with patient satisfaction towards pharmacy services among out-patients attending public health clinics: Questionnaire development and its application. | link |
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| ahmed_2019_food_consumption | 14-item Food Consumption Score (days out of 7 each food group was consumed; G1-G14) from the same survey of Ghanaian farming households (CC BY 4.0) Ahmed A, Dompreh E, Gasparatos A (2019) Human wellbeing outcomes of involvement in industrial crop production: Evidence from sugarcane, oil palm and jatropha sites in Ghana. PLoS ONE. | link |
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| ahmed_2019_wellbeing | 4-item ONS4-style subjective wellbeing scale (life satisfaction, worthwhile, happiness, anxiety; 1-4) from a survey of Ghanaian farming households (CC BY 4.0) Ahmed A, Dompreh E, Gasparatos A (2019) Human wellbeing outcomes of involvement in industrial crop production: Evidence from sugarcane, oil palm and jatropha sites in Ghana. PLoS ONE. | link |
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| ahmed_2025_coping | A 13-item coping scale (1 not true about me .. 4 mostly true about me; instrument not named in the deposit) for 714 adults affected by the war in Sudan. (CC BY 4.0) Ahmed, W. M. M., Abdallah, W. E. A., Mohamed, M., & Elbadawi, M. H. (2025). Data: PTSD and coping in Sudan's war [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15849532 | link |
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| ahmed_2025_pcl5 | PTSD Checklist for DSM-5 (PCL-5, 20 items, 0-4) for 714 adults affected by the war in Sudan. (CC BY 4.0) Ahmed, W. M. M., Abdallah, W. E. A., Mohamed, M., & Elbadawi, M. H. (2025). Data: PTSD and coping in Sudan's war [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15849532 | link |
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| ahrens_2026_wealth_tax_spending conjoint · source = "conj" |
German online-panel respondents (bilendi, March 2024) chose between and rated two proposals for spending wealth-tax revenue on climate policy, in 5 pairs varying compensation payments, public investment, subsidies for companies and subsidies for households. 4,653 respondents; choice and a 1-5 rating per proposal. (CC BY 4.0) Ahrens, L., Bremer, B., & Hakelberg, L. (2026). Taxing uber-polluters: Carbon inequality and support for wealth taxation to finance the green transition. Climate Policy. | link |
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| ahsanjansson_2026_tax_compliance conjoint · source = "conj" |
Kenyan adults in a telephone survey (TIFA, 2021; n=2,054) each heard one vignette about a taxpayer with 8 randomized binary factors (gender, earnings, access to services, community donations, fairness, transparency, detection, fine) and answered yes/no whether the person should pay tax, whether evasion would be justified and whether they trust government with tax money. (CC0 1.0) Ahsan Jansson, C., Lust, E., & Oguso, A. (2026). Community donations, public goods provision and taxpayer attitudes: Lessons from a survey experiment in Kenya. Political Science Research and Methods. | link |
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| ahumada_tello_2026_happiness | 5 happiness items, 1-7, same respondents. (CC BY 4.0) Ahumada-Tello, E., Anaya-Aguilar, C., & Galiano Coronil, A. (2026). Job satisfaction in technology-based companies. Mendeley Data. | link |
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| ahumada_tello_2026_job_satisfaction | 5 job-satisfaction items, 1-7, from 364 employees of technology-based companies. (CC BY 4.0) Ahumada-Tello, E., Anaya-Aguilar, C., & Galiano Coronil, A. (2026). Job satisfaction in technology-based companies. Mendeley Data. | link |
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| ahumada_tello_2026_org_resilience | 5 organizational-resilience items, 1-7. (CC BY 4.0) Ahumada-Tello, E., Anaya-Aguilar, C., & Galiano Coronil, A. (2026). Job satisfaction in technology-based companies. Mendeley Data. | link |
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| ahumada_tello_2026_perceived_perform | 10 perceived-performance items, 1-7. (CC BY 4.0) Ahumada-Tello, E., Anaya-Aguilar, C., & Galiano Coronil, A. (2026). Job satisfaction in technology-based companies. Mendeley Data. | link |
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| ai_fear_dong_2026_ai | Fears About Artificial Intelligence Across 20 Countries and Six Domains of Application (CC BY 4.0) Dong, M. (2024, November 25). A Psychological Model of AI fears. https://doi.org/10.17605/OSF.IO/MB5NZ | link |
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| ai_fear_dong_2026_incentive | Fears About Artificial Intelligence Across 20 Countries and Six Domains of Application (CC BY 4.0) Dong, M. (2024, November 25). A Psychological Model of AI fears. https://doi.org/10.17605/OSF.IO/MB5NZ | link |
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| ai_fear_dong_2026_other_fear | Fears About Artificial Intelligence Across 20 Countries and Six Domains of Application (CC BY 4.0) Dong, M. (2024, November 25). A Psychological Model of AI fears. https://doi.org/10.17605/OSF.IO/MB5NZ | link |
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| ai_fear_dong_2026_own_fear | Fears About Artificial Intelligence Across 20 Countries and Six Domains of Application (CC BY 4.0) Dong, M. (2024, November 25). A Psychological Model of AI fears. https://doi.org/10.17605/OSF.IO/MB5NZ | link |
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| ai_fear_dong_2026_requirement | Fears About Artificial Intelligence Across 20 Countries and Six Domains of Application (CC BY 4.0) Dong, M. (2024, November 25). A Psychological Model of AI fears. https://doi.org/10.17605/OSF.IO/MB5NZ | link |
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| aiide_starcraft_2017_2025 competitions · source = "comp" |
AIIDE StarCraft AI Competition, 2017-2025: 173,155 one-on-one games of StarCraft: Brood War between 55 bot entries over eleven complete round robins. One row per game, written winner first as the source writes it, so agent_a wins in every row and winner is the constant "agent_a". score_a/score_b are the two bots' in-game scores, which decide a game only when it reaches the 86,400-frame limit, so score_a < score_b on 38,384 rows and that is not an error. `competition` separates the eleven: the nine annual competitions 2017-2025, plus 2019um, the AIIDE 2019 "Unknown Maps Competition" run the following week on five maps the bots had not seen, and 2022x, which the results index labels "Physical Hardware Re-run" -- the same eleven 2022 entrants replayed three weeks later on different hardware, which moves Dragon from 3rd to 6th and PurpleWave from 5th to 3rd and shifts win rates by up to 11 points. No homefield column: both bots are given a start location on a shared map, and the source records which LAN machine ran each bot rather than which start position, so there is no side to hold an advantage. Also carries round, map, end_frame (game length in frames, roughly 24 a second), game_end_type (blank for 2017-2018, which predate the column), crashed and timeout naming the bot that crashed or lost on frame time, and race_a/race_b -- the race each bot REGISTERED that year, so a bot registered Random played an unrecorded race per game. (Custom) Churchill, D. (2025). AIIDE StarCraft AI Competition results, 2017-2025 [Data set]. https://davechurchill.ca/starcraft/aiide/results/ | link |
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| aip_vangsness_2019 | Adult Inventory of Procrastination (CC BY 4.0) Vangsness, L., Voss, N. M., Maddox, N., Devereaux, V., Martin, E., & Nystrom, C. (2022, January 24). Self-Report Measures of Procrastination Exhibit Inconsistent Concurrent Validity, Predictive Validity, and Psychometric Properties. https://doi.org/10.17605/OSF.IO/R7WCX | link |
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| aiquipa_2026_dgs | Dispositional Greed Scale, 7 items, 1-5, Peruvian adults. 806 respondents x 7 items = 5642 responses. (CC BY 4.0) Aiquipa Tello, J. J., Caycho Caja, A., & Pajares Del Aguila, L. (2026). Dataset for the Validation of the Dispositional Greed Scale (DGS) in Peruvian Adults [Data set]. Mendeley Data. https://doi.org/10.17632/w5f55333p4.2 | link |
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| ajaykumar_2023_experience | Prior-experience rating scale (hands-on/robots/tech/programming), 5 items, 1-5, N=27 (CC BY 4.0) Ajaykumar, G., et al. (2023). Curricula for teaching end-users to kinesthetically program collaborative robots. PLOS ONE. | link |
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| ajaykumar_2023_nasa_tlx | NASA Task Load Index (NASA-TLX), robot-programming curricula study, 6 items, 1-5, N=27 (CC BY 4.0) Ajaykumar, G., et al. (2023). Curricula for teaching end-users to kinesthetically program collaborative robots. PLOS ONE. | link |
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| ajlan_2025_stemcell_knowledge | Knowledge/attitude survey (30 items) on stem cell therapies among dental school faculty in Saudi Arabia. N=101. (CC BY 4.0) Ajlan S, Ashri N (2025). Knowledge and attitude of dental school faculties towards stem cell therapies and their applications. PeerJ 13:e19127. | link |
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| akinwehinmi_2026_gari_biofortified conjoint · source = "conj" |
Discrete choice experiment: 235 Nigerian households (Ondo and Oyo States, 2022) chose among two biofortified gari options (vitamin A, iron, starch, breeding method: conventional, genetic modification or gene editing, price) and a status-quo gari, after nutrition information with or without scientific-method information. 8 tasks each; choice. (CC BY-NC 4.0) Akinwehinmi, T. O., Gassler, B., & Teuber, R. (2026). Consumer preferences for genetically engineered foods in Nigeria: Does process information matter? Q Open. | link |
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| akkus_cutuk_2025_cognitive_flexibility | 20 items anchored 'Hic uygun degil' (not at all suitable) to 'Tamamen uygun'. 711 Turkish university students (Akkus Cutuk 2025). The four instruments are separated by their own ANCHOR SETS rather than by their column prefixes -- all four run 1-5, but the file gives each a distinct Turkish anchor wording, which is what establishes four instruments and so four tables. Item codes keep each block's own prefix and numbering. Item text is NOT shipped: the .sav has 0 variable labels, so there are no stems, and anchors alone are forbidden by irw#1770; the anchors are recorded in itemtext_provenance. (CC BY 4.0) Akkus Cutuk, Z. (2025). The Serial Mediating Role of Cognitive Flexibility and Digital Literacy in the Relationship Between Metacognitive Awareness and Digital Wellbeing [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.15855531 | link |
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| akkus_cutuk_2025_digital_literacy | 10 items anchored 'Kesinlikle Katilmiyorum' (strongly disagree) to 'Kesinlikle katiliyorum'. 711 Turkish university students (Akkus Cutuk 2025). The four instruments are separated by their own ANCHOR SETS rather than by their column prefixes -- all four run 1-5, but the file gives each a distinct Turkish anchor wording, which is what establishes four instruments and so four tables. Item codes keep each block's own prefix and numbering. Item text is NOT shipped: the .sav has 0 variable labels, so there are no stems, and anchors alone are forbidden by irw#1770; the anchors are recorded in itemtext_provenance. (CC BY 4.0) Akkus Cutuk, Z. (2025). The Serial Mediating Role of Cognitive Flexibility and Digital Literacy in the Relationship Between Metacognitive Awareness and Digital Wellbeing [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.15855531 | link |
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| akkus_cutuk_2025_digital_wellbeing | 12 items anchored 'Hic yansitmiyor' (does not reflect me at all) to 'Tamamen yansitiyor'. 711 Turkish university students (Akkus Cutuk 2025). The four instruments are separated by their own ANCHOR SETS rather than by their column prefixes -- all four run 1-5, but the file gives each a distinct Turkish anchor wording, which is what establishes four instruments and so four tables. Item codes keep each block's own prefix and numbering. Item text is NOT shipped: the .sav has 0 variable labels, so there are no stems, and anchors alone are forbidden by irw#1770; the anchors are recorded in itemtext_provenance. (CC BY 4.0) Akkus Cutuk, Z. (2025). The Serial Mediating Role of Cognitive Flexibility and Digital Literacy in the Relationship Between Metacognitive Awareness and Digital Wellbeing [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.15855531 | link |
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| akkus_cutuk_2025_metacognitive_awareness | 18 items anchored 'Hicbir zaman' (never) to 'Herzaman' (always). 711 Turkish university students (Akkus Cutuk 2025). The four instruments are separated by their own ANCHOR SETS rather than by their column prefixes -- all four run 1-5, but the file gives each a distinct Turkish anchor wording, which is what establishes four instruments and so four tables. Item codes keep each block's own prefix and numbering. Item text is NOT shipped: the .sav has 0 variable labels, so there are no stems, and anchors alone are forbidden by irw#1770; the anchors are recorded in itemtext_provenance. (CC BY 4.0) Akkus Cutuk, Z. (2025). The Serial Mediating Role of Cognitive Flexibility and Digital Literacy in the Relationship Between Metacognitive Awareness and Digital Wellbeing [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.15855531 | link |
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| aklin_2026_climate_pledges conjoint · source = "conj" |
Online respondents in ten large emitting countries (Dynata, Oct 2021, n=12,646) chose in 3 tasks which of two hypothetical climate pledges their own country should make; pledges varied unconditional commitment (0-50%), an additional conditional 10%, the sector that must reduce and who monitors; forced choice. (CC0 1.0) Aklin, M., Buntaine, M. T., & Mildenberger, M. (forthcoming). Public opinion and the political logic of international climate pledges. Global Environmental Politics. | link |
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| aklin_2026_climate_transfers conjoint · source = "conj" |
Online respondents in ten large emitting countries (Dynata, Oct 2021, n=12,646) chose in 3 tasks which of two hypothetical developing countries should receive financial and technical climate assistance; countries varied unconditional and conditional emission commitments, income level and who monitors; forced choice. (CC0 1.0) Aklin, M., Buntaine, M. T., & Mildenberger, M. (forthcoming). Public opinion and the political logic of international climate pledges. Global Environmental Politics. | link |
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| akrawi_2025_sclc | 13-item Student Satisfaction and Self-Confidence in Learning Scale (SCLC), Dutch version, 5-point Likert, from pharmacy technicians in simulation-based training (CC BY 4.0) Akrawi N, Rietdijk WJ, Koch BC, van Rosse F, van der Sijs H (2025) The validity and reliability of the Dutch version of the Student Satisfaction and Self-Confidence in Learning Scale (SCLC) for pharmacy technicians. PLoS ONE 20(9): e0331115. | link |
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| aksin_2023_big_five | A 30-item Turkish five-factor personality inventory answered by the same 1,218 Turkish preservice teachers: 1-7 scale. Reverse-keyed items are stored already reverse-scored (item codes keep the source R suffix); 96 model-imputed non-integer cells were dropped, and a duplicate unreversed copy of item 3 was dropped. (CC BY 4.0) Aksin, A. (2023). Intercultural Sensitivity DataSet [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/yxpj8h384j.1 | link |
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| aksin_2023_intercultural_sensitivity | Turkish adaptation of Chen and Starosta's Intercultural Sensitivity Scale answered by 1,218 Turkish preservice teachers: 23 items on a 1-5 scale. Reverse-keyed items are stored already reverse-scored (item codes keep the source R suffix); 126 model-imputed non-integer cells were dropped. (CC BY 4.0) Aksin, A. (2023). Intercultural Sensitivity DataSet [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/yxpj8h384j.1 | link |
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| akter_2026_climate_adaptation | 652 Bangladeshi adults from slow-onset and rapid-onset climate-exposure regions (Akter 2026). Four items on adapting thinking and behaviour to climate change, resp 1-6. (CC BY 4.0) Akter, F. (2026). Direct and indirect influences of social-cognitive and experiential factors on pro-environmental behaviour [Data set]. Monash University. https://doi.org/10.26180/33183470 | link |
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| akter_2026_climate_incentives | 652 Bangladeshi adults from slow-onset and rapid-onset climate-exposure regions (Akter 2026). Three items on perceived government support and incentives, resp 1-7 not at all to very much. (CC BY 4.0) Akter, F. (2026). Direct and indirect influences of social-cognitive and experiential factors on pro-environmental behaviour [Data set]. Monash University. https://doi.org/10.26180/33183470 | link |
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| akter_2026_climate_risk_perception | 652 Bangladeshi adults from slow-onset and rapid-onset climate-exposure regions (Akter 2026). Six climate-change risk-perception items covering health, finances and environment, resp 1-6. (CC BY 4.0) Akter, F. (2026). Direct and indirect influences of social-cognitive and experiential factors on pro-environmental behaviour [Data set]. Monash University. https://doi.org/10.26180/33183470 | link |
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| akter_2026_climate_self_efficacy | 652 Bangladeshi adults from slow-onset and rapid-onset climate-exposure regions (Akter 2026). Three climate-change self-efficacy items, resp 1-6 strongly disagree to strongly agree. (CC BY 4.0) Akter, F. (2026). Direct and indirect influences of social-cognitive and experiential factors on pro-environmental behaviour [Data set]. Monash University. https://doi.org/10.26180/33183470 | link |
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| akter_2026_climate_social_norms | 652 Bangladeshi adults from slow-onset and rapid-onset climate-exposure regions (Akter 2026). Three climate-change social-norm items, resp 1-5 strongly agree to strongly disagree (reverse-keyed relative to the other agreement blocks, as the deposit codes it). (CC BY 4.0) Akter, F. (2026). Direct and indirect influences of social-cognitive and experiential factors on pro-environmental behaviour [Data set]. Monash University. https://doi.org/10.26180/33183470 | link |
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| akter_2026_proenv_private_behaviour | 652 Bangladeshi adults from slow-onset and rapid-onset climate-exposure regions (Akter 2026). Six private-sphere pro-environmental behaviour items, resp 0-6 never to as frequently as possible. (CC BY 4.0) Akter, F. (2026). Direct and indirect influences of social-cognitive and experiential factors on pro-environmental behaviour [Data set]. Monash University. https://doi.org/10.26180/33183470 | link |
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| akter_2026_proenv_public_behaviour | 652 Bangladeshi adults from slow-onset and rapid-onset climate-exposure regions (Akter 2026). Five public-sphere pro-environmental behaviour items, resp 0-6 never to as frequently as possible. (CC BY 4.0) Akter, F. (2026). Direct and indirect influences of social-cognitive and experiential factors on pro-environmental behaviour [Data set]. Monash University. https://doi.org/10.26180/33183470 | link |
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| akulume_2024_donation_intention | Theory of planned behaviour items, intention to donate blood (N30-N33), 1 strongly agree .. 5 strongly disagree as stored. 336 secondary-school students in four schools in East-central Uganda. (CC BY 4.0) Akulume M (2024). Blood Donation TPB data_Published.dta [Data set]. figshare. https://doi.org/10.6084/m9.figshare.27934290.v1 | link |
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| akulume_2024_donation_norms | Theory of planned behaviour items, subjective norms about blood donation (N40-N49), 1 strongly agree .. 5 strongly disagree as stored. 336 secondary-school students in four schools in East-central Uganda. (CC BY 4.0) Akulume M (2024). Blood Donation TPB data_Published.dta [Data set]. figshare. https://doi.org/10.6084/m9.figshare.27934290.v1 | link |
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| akulume_2024_donation_pbc | Theory of planned behaviour items, perceived behavioural control over donating blood (N34-N39), 1 strongly agree .. 5 strongly disagree as stored. 336 secondary-school students in four schools in East-central Uganda. (CC BY 4.0) Akulume M (2024). Blood Donation TPB data_Published.dta [Data set]. figshare. https://doi.org/10.6084/m9.figshare.27934290.v1 | link |
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| al_daraiseh_2026_aip | Artificial Intelligence Perception (AIP) scale, study-developed, 20 items in four factors (readiness/acceptance A1-5, importance/benefits A6-10, perceived risk A11-15, perceived challenges A16-20), 1 strongly disagree .. 5 strongly agree, as deposited (whether A11-A20 were reverse-coded in the file is not established). 431 adult consumers of the Jordanian mental-health care system; administered in Arabic. Covariate: gender. (CC BY 4.0) Al-Daraiseh R, Ta'an W, Mukattash T, et al. (2026). Development of a scale for measuring the perception of artificial intelligence among mental health consumers. PLOS ONE 21(7): e0354305. | link |
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| alamer_2025_arabic_vlt | Arabic Vocabulary Levels Test (Arabic-VLT), a matching-format vocabulary test over five word-frequency bands of the Makkah List for Frequent Arabic Vocabulary, modelled on the English VLT of Schmitt et al. (2001). 217 male undergraduates studying Arabic as a foreign language at Saudi universities, from Kenya, Nigeria, South Korea, India and the UK, tested online. 150 dichotomous items, 30 per level; itemcov_level gives the frequency band. (CC BY 4.0) Alamer, A., Al Khateeb, A., & Alshabeb, A. (2025). The Creation and Validation of the Arabic Vocabulary Levels Test (Arabic-VLT). Language Assessment Quarterly, 22(2), 117-137. | NA |
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| alan_2018_student_gender_attitudes | Gender-role attitudes reported by Turkish grade 3/4 students, 1-4. 3855 respondents x 7 items = 26985 responses. (CC0 1.0) Alan, S., Ertac, S., & Mumcu, I. (2018). Replication Data for: Gender Stereotypes in the Classroom and Effects on Achievement [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/FGBZCK | link |
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| alan_2018_teacher_extrinsic_motivation | Teachers' use of rewards and punishment, 1-4. 145 respondents x 4 items = 578 responses. (CC0 1.0) Alan, S., Ertac, S., & Mumcu, I. (2018). Replication Data for: Gender Stereotypes in the Classroom and Effects on Achievement [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/FGBZCK | link |
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| alan_2018_teacher_gender_attitudes | Gender-role attitudes reported by their class teachers, 1-4. 145 respondents x 9 items = 1305 responses. (CC0 1.0) Alan, S., Ertac, S., & Mumcu, I. (2018). Replication Data for: Gender Stereotypes in the Classroom and Effects on Achievement [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/FGBZCK | link |
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| alan_2018_teacher_growth_mindset | Teachers' growth-mindset beliefs, 1-4. 145 respondents x 5 items = 725 responses. (CC0 1.0) Alan, S., Ertac, S., & Mumcu, I. (2018). Replication Data for: Gender Stereotypes in the Classroom and Effects on Achievement [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/FGBZCK | link |
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| alan_2018_teacher_modern_teaching | Teachers' endorsement of student-centred teaching practices, 1-4. 144 respondents x 6 items = 864 responses. (CC0 1.0) Alan, S., Ertac, S., & Mumcu, I. (2018). Replication Data for: Gender Stereotypes in the Classroom and Effects on Achievement [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/FGBZCK | link |
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| alan_2018_teacher_warmth | Teachers' beliefs about warmth vs authority in the classroom, 1-4. 145 respondents x 4 items = 580 responses. (CC0 1.0) Alan, S., Ertac, S., & Mumcu, I. (2018). Replication Data for: Gender Stereotypes in the Classroom and Effects on Achievement [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/FGBZCK | link |
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| alasmari_2025_ai_trust_compare | 5-item comparative trust scale (AI vs. other) across domains (self-driving, medical, historical recall, logistics, personal data), same survey as alasmari_2025_ai_trust_confidence (CC BY 4.0) Alasmari AA, Alruwaili RF, Alotaibi RF, Youssef IK, Asklany SA (2025) Demographic influences on trust in artificial intelligence across cognitive domains: A statistical perspective. PLoS ONE 20(11): e0331003. | link |
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| alasmari_2025_ai_trust_confidence | 4-item scale on confidence in AI-assisted cognitive tasks (decisions, memory recall, math), 4-point Likert, from a general-population AI-trust survey (CC BY 4.0) Alasmari AA, Alruwaili RF, Alotaibi RF, Youssef IK, Asklany SA (2025) Demographic influences on trust in artificial intelligence across cognitive domains: A statistical perspective. PLoS ONE 20(11): e0331003. | link |
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| albeitawi_2025_preceptor_needs | Priority ratings (4-pt ordinal) of 7 clinical teaching-skill domains from 400 clinical educators across 6 Jordanian universities/hospitals, informing preceptor development program design. (CC BY 4.0) Albeitawi et al. (2025). Assessment of clinical medical education needs inform design of a preceptor development program in Jordan. PLOS ONE. | link |
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| albers_2026_marine_user_rights conjoint · source = "conj" |
Discrete choice experiment in Chile's Los Lagos region: 222 marine resource users (181 individual respondents and 41 institutional respondents, flagged) chose between two policy bundles for strengthening marine user rights that differ in AMERB regime, surveillance, distance, transferability and production limits. 6 comparisons each, forced choice. (CC BY 4.0) Albers, H. J., Chavez, C., Dissanayake, S., Dresdner, J., & Rakshit, A. (2026). Supporting and augmenting marine user rights: What do resource users want? Evidence from Chile [Manuscript; replication data and code]. Mendeley Data. | link |
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| albert_2024_negative_partisanship conjoint · source = "conj" |
Paired conjoint in which 2,913 US partisans (Qualtrics panel) chose between two hypothetical primary candidates of their own party in up to 6 pairs; attributes are the candidate's name (carrying gender and race), chance of winning the general election, ideology rating and age. Outcomes: vote choice (choice) and which candidate best represents the respondent's interests (choice_represent). (CC0 1.0) Albert, Z., & Costa, M. (2024). Winning at all costs? How negative partisanship affects voter decision-making. Political Behavior, 47(3), 963-989. | link |
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| alcoholhealthwarninglabel_brennan_2022_awareness_harms_followup | Binary awareness of four alcohol-related health harms at follow-up. (CC BY 4.0) Brennan, Emily. Alcohol Health Warning Study. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2022-10-12. https://doi.org/10.3886/E175721V1 | link |
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| alcoholhealthwarninglabel_brennan_2022_emotional_arousal_followup | Follow-up positive and negative emotion ratings toward alcohol warning label images (CC BY 4.0) Brennan, Emily. Alcohol Health Warning Study. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2022-10-12. https://doi.org/10.3886/E175721V1 | link |
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| alcoholhealthwarninglabel_brennan_2022_intentions_postexposure | Post-exposure intentions to reduce drinking frequency and amount consumed. (CC BY 4.0) Brennan, Emily. Alcohol Health Warning Study. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2022-10-12. https://doi.org/10.3886/E175721V1 | link |
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| alcoholresearch_sumscore | Alcohol use disorder scale (CC BY 4.0) Rousson, V., Trächsel, B., Iglesias, K., & Baggio, S. (2023). Evaluating the cost of simplicity in score building: An example from alcohol research. Plos one, 18(11), e0294671. | link |
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| alcoholstroop_jones2024 | Stroop tasks with alcohol-related cues (CC BY 4.0) Jones, A., Petrovskaya, E. & Stafford, T. Exploring the multiverse of analysis options for the alcohol Stroop. Behav Res 56, 3578–3588 (2024). https://doi.org/10.3758/s13428-024-02377-5 | link |
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| aldhi_2025_acad_performance | Self-reported academic performance, 4 items, 1-5 Likert. 2,111 higher-education students across East and Central Java, Indonesia, surveyed August-December 2024. (CC BY 4.0) Aldhi, I. F., Suhariadi, F., Rahmawati, E., Supriharyanti, E., Hardaningtyas, D., Sugiarti, R., Abbas, A., & Trihantoyo, S. (2025). Psychometric Dataset on Disorganization, Fear of Failure, Academic Procrastination, and Academic Performance among Indonesian Higher Education Students (V1) [Dataset]. Mendeley Data. | link |
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| aldhi_2025_acad_procrastination | Academic procrastination, 5 items, 1-5 Likert. 2,111 higher-education students across East and Central Java, Indonesia, surveyed August-December 2024. (CC BY 4.0) Aldhi, I. F., Suhariadi, F., Rahmawati, E., Supriharyanti, E., Hardaningtyas, D., Sugiarti, R., Abbas, A., & Trihantoyo, S. (2025). Psychometric Dataset on Disorganization, Fear of Failure, Academic Procrastination, and Academic Performance among Indonesian Higher Education Students (V1) [Dataset]. Mendeley Data. | link |
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| aldhi_2025_disorganization | Disorganization, 5 items, 1-5 Likert. 2,111 higher-education students across East and Central Java, Indonesia, surveyed August-December 2024. (CC BY 4.0) Aldhi, I. F., Suhariadi, F., Rahmawati, E., Supriharyanti, E., Hardaningtyas, D., Sugiarti, R., Abbas, A., & Trihantoyo, S. (2025). Psychometric Dataset on Disorganization, Fear of Failure, Academic Procrastination, and Academic Performance among Indonesian Higher Education Students (V1) [Dataset]. Mendeley Data. | link |
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| aldhi_2025_fear_of_failure | Fear of failure, 5 items, 1-5 Likert. 2,111 higher-education students across East and Central Java, Indonesia, surveyed August-December 2024. (CC BY 4.0) Aldhi, I. F., Suhariadi, F., Rahmawati, E., Supriharyanti, E., Hardaningtyas, D., Sugiarti, R., Abbas, A., & Trihantoyo, S. (2025). Psychometric Dataset on Disorganization, Fear of Failure, Academic Procrastination, and Academic Performance among Indonesian Higher Education Students (V1) [Dataset]. Mendeley Data. | link |
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| aleksovska_2021_accountability_priority conjoint · source = "conj" |
Paired conjoint on prioritizing accountability demands: 1,201 civil servants (600 UK Prolific, July 2019; 601 Dutch executive-agency staff, October 2019) chose in up to 4 tasks which of two stakeholders' demands to perform first; stakeholders varied expertise, type and likelihood of consequences for non-compliance, and previous experience. Outcome is a forced choice. (CC BY-NC 4.0) Aleksovska, M., Schillemans, T., & Grimmelikhuijsen, S. (2022). Management of multiple accountabilities through setting priorities: Evidence from a cross-national conjoint experiment. Public Administration Review, 82(1), 132-146. | link |
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| alexander_2017_dsi | 23-item Differentiation of Self Inventory (DSI, 1-6 Likert), US undergraduate psychology students (n=148, mixed gender) (CC BY 4.0) Alexander KE (2017). Attachment anxiety is associated with a fear of becoming fat, which is mediated by binge eating. PeerJ. | link |
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| alexander_2017_ecr | 36-item Experiences in Close Relationships attachment scale (1-7 Likert), same sample as alexander_2017_dsi (n=148, mixed gender) (CC BY 4.0) Alexander KE (2017). Attachment anxiety is associated with a fear of becoming fat, which is mediated by binge eating. PeerJ. | link |
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| alexandrowicz_2018_cesd | 20-item Center for Epidemiologic Studies Depression Scale (CES-D), 0-3 frequency scale, Austrian general-population sample. 514 respondents x 20 items = 10273 responses. (CC BY 4.0) Alexandrowicz, R.; Jahn, R.; Wancata, J. (2018). Assessing the dimensionality of the CES-D using multi-dimensional multi-level Rasch models. PLOS ONE, 13(5), e0197908. https://doi.org/10.1371/journal.pone.0197908 | link |
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| alfarra_2026_uniqlo_brand_image | 21 items scored 1-5 on product quality, e-content marketing, e-WOM and brand image, from 300 Indonesian Generation Z UNIQLO app users. Item codes PQ/ECM/EWOM/BI are printed in the survey's own column headers. (CC BY 4.0) Alfarra, M., Samsul Bahri, & Ronny (2026). The Mediating Role of e-WOM in the Relationship Between Product Quality, e-Content Marketing, and Brand Image. Zenodo. | link |
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| alfort_2023_finger_fx_prom | 46-item hand/arm PROM (Difficulty/Often/Bother item blocks, 1-5 raw), Swedish Fracture Register finger-fracture patients, n=5504, 2 waves (baseline/follow-up) (CC BY 4.0) Alfort H, et al (2023). Finger fractures: Epidemiology and treatment based on 21341 fractures from the Swedish Fracture register. PLOS ONE. | link |
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| algara_2026_median_ces_general conjoint · source = "conj" |
Respondents chose between pairs of hypothetical U.S. Congress candidates (gender, race, age, party, ideology, issue, experience) in a general-election setting. 1,000 respondents in a 2022 Cooperative Election Study (YouGov) team module, 5 pairs each, one forced choice. (CC0 1.0) Algara, C., Bae, B., & Hale, I. (2026). Taking the median voter seriously: Experimental and observational evaluation of the extremity penalty in U.S. congressional elections. Political Science Research and Methods. Harvard Dataverse. | link |
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| algara_2026_median_lucid_primary conjoint · source = "conj" |
Respondents chose between pairs of hypothetical same-party (primary-election) Congress candidates described by experience, view of the Senate party leader, ideology, gender, occupation, race and age. Lucid online sample, March 2024, 3,835 respondents, 10 pairs each, one forced choice. (CC0 1.0) Algara, C., Bae, B., & Hale, I. (2026). Taking the median voter seriously: Experimental and observational evaluation of the extremity penalty in U.S. congressional elections. Political Science Research and Methods. Harvard Dataverse. | link |
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| algner2022_cse | German Core Self-Evaluation Scale (G-CSES, 12 items), Study 2 sample N=612 (CC BY 4.0) Algner & Lorenz (2022). You're Prettier When You Smile: Construction and Validation of a Questionnaire to Assess Microaggressions Against Women in the Workplace. Frontiers in Psychology, 13. | link |
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| algner2022_mimi16 | Final validated 16-item MIMI scale (workplace gender microaggressions), Study 2 sample N=612 (CC BY 4.0) Algner & Lorenz (2022). You're Prettier When You Smile: Construction and Validation of a Questionnaire to Assess Microaggressions Against Women in the Workplace. Frontiers in Psychology, 13. | link |
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| algner2022_mimi_pool | Study 1 68-item candidate pool for the Microinvalidations/Microinsults (MIMI) workplace gender microaggression scale, German employees (N=500), 1-6 Likert (CC BY 4.0) Algner & Lorenz (2022). You're Prettier When You Smile: Construction and Validation of a Questionnaire to Assess Microaggressions Against Women in the Workplace. Frontiers in Psychology, 13. | link |
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| algner2022_oss | Occupational Self-Efficacy Scale-Short Form (OSS-SF, 6 items), Study 2 sample N=612 (CC BY 4.0) Algner & Lorenz (2022). You're Prettier When You Smile: Construction and Validation of a Questionnaire to Assess Microaggressions Against Women in the Workplace. Frontiers in Psychology, 13. | link |
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| algner2022_psgbi | Perceived Subtle Gender Bias Index (21 items, four facets), Study 1 sample N=500 (CC BY 4.0) Algner & Lorenz (2022). You're Prettier When You Smile: Construction and Validation of a Questionnaire to Assess Microaggressions Against Women in the Workplace. Frontiers in Psychology, 13. | link |
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| algner2022_sia | Meaning of Work scale (self-realization/belongingness/justification, 12 items), Study 1 sample N=500 (CC BY 4.0) Algner & Lorenz (2022). You're Prettier When You Smile: Construction and Validation of a Questionnaire to Assess Microaggressions Against Women in the Workplace. Frontiers in Psychology, 13. | link |
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| algner2022_tis | Turnover Intention Scale (3 items), Study 2 sample N=612 (CC BY 4.0) Algner & Lorenz (2022). You're Prettier When You Smile: Construction and Validation of a Questionnaire to Assess Microaggressions Against Women in the Workplace. Frontiers in Psychology, 13. | link |
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| algner2022_uwes | Utrecht Work Engagement Scale-9 (UWES-9), Study 2 sample N=612 (CC BY 4.0) Algner & Lorenz (2022). You're Prettier When You Smile: Construction and Validation of a Questionnaire to Assess Microaggressions Against Women in the Workplace. Frontiers in Psychology, 13. | link |
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| algner2022_wis | Workplace Incivility Scale (supervisor + coworker incivility, 16 items), Study 1 sample N=500 (CC BY 4.0) Algner & Lorenz (2022). You're Prettier When You Smile: Construction and Validation of a Questionnaire to Assess Microaggressions Against Women in the Workplace. Frontiers in Psychology, 13. | link |
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| alharthy_2020_self_regulation | Self-regulation failure questionnaire, 26 retained items (source codes Q1-Q36 with gaps), 1-5, used for the profile model in the companion paper. 221 Omani school students. The eight Dim* columns in the source are subscale means and are not included. (CC BY 4.0) Al Harthy, I., & Al Kalbani, A. (2020). Self-Regulation Failure and Academic Achievement: A Profile Model [Data set]. Mendeley Data. https://doi.org/10.17632/98326d8m8r.1 | link |
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| alhatmi_2026_oman_graduate_hiring conjoint · source = "conj" |
190 employers and recruiters in Oman each rated 12 text resumes of graduate applicants (one deck of a 144-vignette fractional design, one occupation per respondent) varying nine attributes (gender, nationality, experience, activities, place of study, education, field, GPA, referral); outcomes: hire likelihood and trainability, 0-100. (CC0 1.0) Al Hatmi, K. (2026). Social networks, gender, and graduate hiring in a rentier state: Disentangling referral types and ascriptive signals in Omani labour markets. Research in Social Stratification and Mobility. | link |
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| ali_2021_gad7 | 7-item GAD-7 anxiety screener (0-3 frequency scale), from a COVID-19 mental well-being survey of nurses in a tertiary hospital in Kenya (N=168). (CC BY 4.0) Ali S, Shah J, Talib Z (2021) COVID-19 and mental well-being of nurses in a tertiary facility in Kenya. PLoS ONE. | link |
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| ali_2021_iesr | 22-item Impact of Event Scale-Revised (IES-R, 0-4 frequency scale), from a COVID-19 mental well-being survey of nurses in a tertiary hospital in Kenya (N=167). (CC BY 4.0) Ali S, Shah J, Talib Z (2021) COVID-19 and mental well-being of nurses in a tertiary facility in Kenya. PLoS ONE. | link |
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| ali_2021_isi | 7-item Insomnia Severity Index (ISI), item-specific text anchors re-coded to a common 0-4 ordinal severity scale, from a COVID-19 mental well-being survey of nurses in Kenya (N=168). (CC BY 4.0) Ali S, Shah J, Talib Z (2021) COVID-19 and mental well-being of nurses in a tertiary facility in Kenya. PLoS ONE. | link |
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| ali_2021_phq9 | 9-item PHQ-9 depression screener (0-3 frequency scale), from a COVID-19 mental well-being survey of nurses in a tertiary hospital in Kenya (N=170). (CC BY 4.0) Ali S, Shah J, Talib Z (2021) COVID-19 and mental well-being of nurses in a tertiary facility in Kenya. PLoS ONE. | link |
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| ali_2021_spfi | 16-item Stanford Professional Fulfillment Index (SPFI) across 3 subscales (professional fulfillment, work exhaustion, interpersonal disengagement), mixed anchor families collapsed to a common 0-5 numeric code, from a COVID-19 survey of nurses in Kenya (N=165). (CC BY 4.0) Ali S, Shah J, Talib Z (2021) COVID-19 and mental well-being of nurses in a tertiary facility in Kenya. PLoS ONE. | link |
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| ali_2022_covid_headlines | Agreement with ten COVID-19 headline statements (true and false mixed; 0 disagree / 1 / 2 agree); headline wording and truth status are not in the deposit; N = 621 Pakistani social-media users; cov_age, cov_gender, cov_education, cov_crt_score. (CC0 1.0) Ali, A., & Qazi, I. A. (2022). Data/code for "Cognitive reflection is associated with greater truth discernment for COVID-19 headlines ..." [data]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZOAKLW | link |
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| ali_2022_info_source_freq | Frequency of use of ten COVID-19 information sources (TV channels, Urdu/English news, government, radio, WHO, WhatsApp, Facebook, Twitter, YouTube; 0-3); N = 621 Pakistani social-media users; cov_age, cov_gender, cov_education, cov_crt_score. (CC0 1.0) Ali, A., & Qazi, I. A. (2022). Data/code for "Cognitive reflection is associated with greater truth discernment for COVID-19 headlines ..." [data]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZOAKLW | link |
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| ali_2026_gses | General Self-Efficacy Scale (GSES, Schwarzer & Jerusalem), 10 items, 1-4, 120 adults with and without acquired movement disability; cov_male, cov_age, cov_education, cov_marital, cov_urban, cov_disability_years, cov_disabled. (CC BY 4.0) Ali, A. (2026). Psychometric evaluation of the General Self-Efficacy Scale and Six Shortened Versions Among Adults with and without Acquired Movement Disability [Data set]. Mendeley Data, V1. https://doi.org/10.17632/f86brhwxpj.1 | link |
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| aljabry_2026_bes | Binge Eating Scale, 7 statement-choice items, scored 0 (least severe) to 2 or 3; resp_raw holds the statement chosen. 553 Palestinian university students. Covariates: age, gender, study year, height, weight, prior eating-disorder diagnosis. (CC BY 4.0) Al Jabry LK, Shawwa A, Sarhan Y, Issa R, Abweh O, Qashqeesh H, et al. (2026) Association between habitual MSG consumption and compulsive eating behaviors in university students: A cross-sectional study. PLoS ONE 21(11): e0360433. https://doi.org/10.1371/journal.pone.0360433 | link |
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| aljabry_2026_msg_ffq | Food frequency of 17 MSG-rich processed foods over the past 12 months, 0 never to 4 five or more times per week. 553 Palestinian university students. Covariates: age, gender, study year, height, weight, prior eating-disorder diagnosis. (CC BY 4.0) Al Jabry LK, Shawwa A, Sarhan Y, Issa R, Abweh O, Qashqeesh H, et al. (2026) Association between habitual MSG consumption and compulsive eating behaviors in university students: A cross-sectional study. PLoS ONE 21(11): e0360433. https://doi.org/10.1371/journal.pone.0360433 | link |
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| aljabry_2026_pss4 | Perceived Stress Scale, 4 items, 0 never to 4 very often. 553 Palestinian university students. Covariates: age, gender, study year, height, weight, prior eating-disorder diagnosis. (CC BY 4.0) Al Jabry LK, Shawwa A, Sarhan Y, Issa R, Abweh O, Qashqeesh H, et al. (2026) Association between habitual MSG consumption and compulsive eating behaviors in university students: A cross-sectional study. PLoS ONE 21(11): e0360433. https://doi.org/10.1371/journal.pone.0360433 | link |
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| aljabry_2026_yfas | Abbreviated Yale Food Addiction Scale 2.0 adaptation: 11 symptom items, 0 never to 4 four or more times a week, plus 2 yes/no clinical-significance items (distress, impairment). 553 Palestinian university students. Covariates: age, gender, study year, height, weight, prior eating-disorder diagnosis. (CC BY 4.0) Al Jabry LK, Shawwa A, Sarhan Y, Issa R, Abweh O, Qashqeesh H, et al. (2026) Association between habitual MSG consumption and compulsive eating behaviors in university students: A cross-sectional study. PLoS ONE 21(11): e0360433. https://doi.org/10.1371/journal.pone.0360433 | link |
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| alkhaldi_2023_whoqol_autism | WHOQOL-BREF quality of life, 26 items on a 1-5 scale, respondents in an autism quality-of-life study; itemcov_domain carries the WHOQOL domain. 5,220 responses from 201 respondents on 26 items. (CC BY 4.0) Alkhaldi, S. (2023). Data set Quality of Life Autism [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7852343 | link |
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| alkouri_2025_coping | 19-item coping-strategy scale (5-pt frequency), undergraduate nursing students, N=127 (CC BY 4.0) Alkouri O, Al-Bashaireh AM, Aljawarneh Y, et al. (2025). Perceived stress, coping mechanisms, and influential factors among undergraduate nursing students during ICU clinical placements: A cross-sectional study. PLOS ONE, 20(5), e0323406. https://doi.org/10.1371/journal.pone.0323406 | link |
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| alkouri_2025_icu_stressors | 29-item ICU clinical-placement stressor scale (5-pt frequency), undergraduate nursing students, N=127 (CC BY 4.0) Alkouri O, Al-Bashaireh AM, Aljawarneh Y, et al. (2025). Perceived stress, coping mechanisms, and influential factors among undergraduate nursing students during ICU clinical placements: A cross-sectional study. PLOS ONE, 20(5), e0323406. https://doi.org/10.1371/journal.pone.0323406 | link |
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| allen_2025_bis | 16-item short Barratt Impulsiveness Scale (0-3), delay-discounting/cognitive-impulsivity study of undergraduates with self-reported head injury history (n=145), USA (CC BY 4.0) Allen MT, Interian A, Reddy V, Rodriguez K, Myers CE (2025). Self-reported history of head injury is associated with cognitive impulsivity on a delay discounting task. PeerJ. | link |
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| allen_2025_delaydiscount | 27-item Kirby Monetary Choice Questionnaire (binary smaller-sooner/larger-later choices), delay-discounting/cognitive-impulsivity study of undergraduates with self-reported head injury history (n=145), USA (CC BY 4.0) Allen MT, Interian A, Reddy V, Rodriguez K, Myers CE (2025). Self-reported history of head injury is associated with cognitive impulsivity on a delay discounting task. PeerJ. | link |
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| allen_2025_upps | 20-item UPPS-P impulsive behavior scale (1-4), delay-discounting/cognitive-impulsivity study of undergraduates with self-reported head injury history (n=145), USA (CC BY 4.0) Allen MT, Interian A, Reddy V, Rodriguez K, Myers CE (2025). Self-reported history of head injury is associated with cognitive impulsivity on a delay discounting task. PeerJ. | link |
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| alloubani_2021_stai_state | STAI Form Y-1 (state anxiety), 20 items, 1-4, newly hired oncology nurses. 181 respondents x 20 items = 3595 responses. (CC0 1.0) Alloubani, A. (2021). Anxiety Level among Newly Hired Nurse in a Specialized Oncology Hospital [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/OSXHWE | link |
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| alloubani_2021_stai_trait | STAI Form Y-2 (trait anxiety), 20 items, 1-4, at three periods. 181 respondents x 20 items = 10817 responses. (CC0 1.0) Alloubani, A. (2021). Anxiety Level among Newly Hired Nurse in a Specialized Oncology Hospital [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/OSXHWE | link |
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| almuqbil_2022_epds | 10-item Edinburgh Postnatal Depression Scale (EPDS, 0-3), postpartum women, Saudi Arabia (n=253) (CC BY 4.0) Almuqbil M, et al (2022). Postpartum depression and health-related quality of life: a Saudi Arabian perspective. PeerJ. | link |
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| almuqrin_2021_ks_altruism | Altruism as a motive for knowledge sharing, 4 items, 1 strongly disagree .. 5 strongly agree. 411 faculty members at Saudi higher-education institutions. Covariate: age. (CC BY 4.0) Almuqrin A, Mutambik I (2021). The explanatory power of social cognitive theory in determining knowledge sharing among Saudi faculty. PLOS ONE 16(3): e0248275. | link |
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| almuqrin_2021_ks_collection | Knowledge collection behaviour, 3 items, 1 strongly disagree .. 5 strongly agree. 411 faculty members at Saudi higher-education institutions. Covariate: age. (CC BY 4.0) Almuqrin A, Mutambik I (2021). The explanatory power of social cognitive theory in determining knowledge sharing among Saudi faculty. PLOS ONE 16(3): e0248275. | link |
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| almuqrin_2021_ks_community_outcome | Knowledge-sharing community outcome expectations, 5 items, 1 strongly disagree .. 5 strongly agree. 411 faculty members at Saudi higher-education institutions. Covariate: age. (CC BY 4.0) Almuqrin A, Mutambik I (2021). The explanatory power of social cognitive theory in determining knowledge sharing among Saudi faculty. PLOS ONE 16(3): e0248275. | link |
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| almuqrin_2021_ks_donation | Knowledge donation behaviour, 5 items, 1 strongly disagree .. 5 strongly agree. 411 faculty members at Saudi higher-education institutions. Covariate: age. (CC BY 4.0) Almuqrin A, Mutambik I (2021). The explanatory power of social cognitive theory in determining knowledge sharing among Saudi faculty. PLOS ONE 16(3): e0248275. | link |
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| almuqrin_2021_ks_personal_outcome | Knowledge-sharing personal outcome expectations, 7 items, 1 strongly disagree .. 5 strongly agree. 411 faculty members at Saudi higher-education institutions. Covariate: age. (CC BY 4.0) Almuqrin A, Mutambik I (2021). The explanatory power of social cognitive theory in determining knowledge sharing among Saudi faculty. PLOS ONE 16(3): e0248275. | link |
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| almuqrin_2021_ks_reputation | Reputation as a motive for knowledge sharing, 4 items, 1 strongly disagree .. 5 strongly agree. 411 faculty members at Saudi higher-education institutions. Covariate: age. (CC BY 4.0) Almuqrin A, Mutambik I (2021). The explanatory power of social cognitive theory in determining knowledge sharing among Saudi faculty. PLOS ONE 16(3): e0248275. | link |
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| almuqrin_2021_ks_self_efficacy | Knowledge-sharing self-efficacy, 7 items, 1 strongly disagree .. 5 strongly agree. 411 faculty members at Saudi higher-education institutions. Covariate: age. (CC BY 4.0) Almuqrin A, Mutambik I (2021). The explanatory power of social cognitive theory in determining knowledge sharing among Saudi faculty. PLOS ONE 16(3): e0248275. | link |
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| alomari_2025_student_questionnaire | Student questionnaire survey responses (78 students, 15 items, 5-point Likert) (CC BY 4.0) NA | link |
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| alqerem_2024_diabetic_health_literacy | Jordanian Diabetic Health Literacy Questionnaire, 7 items on a 1-5 scale. 2,800 responses from 400 respondents on 7 items. (CC BY 4.0) Al-Qerem, W. (2024). Jordanian Diabetic Health Literacy Questionnaire [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10812303 | link |
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| alqerem_2024_mhls | Mental Health Literacy Scale (35 items, Jordanian Arabic version) completed by 982 Jordanian adults in an online survey. (CC BY 4.0) Al-Qerem, W., Jarab, A., Khdour, M., Eberhardt, J., Alasmari, F., Hammad, A., Zumot, R., & Khalil, A. (2024). Assessing mental health literacy in Jordan: a factor analysis and Rasch analysis study. Frontiers in Public Health, 12. https://doi.org/10.3389/fpubh.2024.1396255 | link |
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| alqerem_2025_anq | Arabic Asthma Numeracy Questionnaire (Ar-ANQ, 4 items scored correct = 1; two multiple-choice, two fill-in) for 400 parents of children with asthma at the University of Jordan Hospital outpatient respiratory clinic (Arabic administration). (CC BY 4.0) Al-Qerem, W., Jarab, A., Al Bawab, A. Q., Eberhardt, J., Al-Zayadneh, E., Al-Iede, M., Khdour, M., Al-sa'di, L., & Sawaftah, L. (2025). Parental numeracy skills and asthma control: a cross-sectional study. Journal of Asthma, 62(10), 1768-1775. https://doi.org/10.1080/02770903.2025.2519100 | link |
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| alqerem_2025_asthma_knowledge | Asthma knowledge questionnaire (7 items scored correct = 1) for 400 parents of children with asthma at the University of Jordan Hospital outpatient respiratory clinic (Arabic administration). (CC BY 4.0) Al-Qerem, W., Jarab, A., Al Bawab, A. Q., Eberhardt, J., Al-Zayadneh, E., Al-Iede, M., Khdour, M., Al-sa'di, L., & Sawaftah, L. (2025). Parental numeracy skills and asthma control: a cross-sectional study. Journal of Asthma, 62(10), 1768-1775. https://doi.org/10.1080/02770903.2025.2519100 | link |
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| alqerem_2025_gina_control | GINA asthma symptom control screen (4 yes/no items, past four weeks) for 400 parents of children with asthma at the University of Jordan Hospital outpatient respiratory clinic (Arabic administration). (CC BY 4.0) Al-Qerem, W., Jarab, A., Al Bawab, A. Q., Eberhardt, J., Al-Zayadneh, E., Al-Iede, M., Khdour, M., Al-sa'di, L., & Sawaftah, L. (2025). Parental numeracy skills and asthma control: a cross-sectional study. Journal of Asthma, 62(10), 1768-1775. https://doi.org/10.1080/02770903.2025.2519100 | link |
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| alqerem_2025_mars5 | Medication Adherence Report Scale (MARS-5, 5 items, 1 always .. 5 never), parent version for 400 parents of children with asthma at the University of Jordan Hospital outpatient respiratory clinic (Arabic administration). (CC BY 4.0) Al-Qerem, W., Jarab, A., Al Bawab, A. Q., Eberhardt, J., Al-Zayadneh, E., Al-Iede, M., Khdour, M., Al-sa'di, L., & Sawaftah, L. (2025). Parental numeracy skills and asthma control: a cross-sectional study. Journal of Asthma, 62(10), 1768-1775. https://doi.org/10.1080/02770903.2025.2519100 | link |
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| alqerem_2025_pedsql_asthma | PedsQL 3.0 Asthma Module, parent report (28 items: symptoms, treatment problems, worry, communication; raw 0 never .. 4 almost always) for 400 parents of children with asthma at the University of Jordan Hospital outpatient respiratory clinic (Arabic administration). (CC BY 4.0) Al-Qerem, W., Jarab, A., Al Bawab, A. Q., Eberhardt, J., Al-Zayadneh, E., Al-Iede, M., Khdour, M., Al-sa'di, L., & Sawaftah, L. (2025). Parental numeracy skills and asthma control: a cross-sectional study. Journal of Asthma, 62(10), 1768-1775. https://doi.org/10.1080/02770903.2025.2519100 | link |
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| alrababah_2023_refugee_return conjoint · source = "conj" |
Syrian refugee household heads in Lebanon (face-to-face, Aug-Oct 2019, n=2,998) heard 5 vignettes about conditions one year from now (safety, jobs/services in Syria, conscription, jobs/services in Lebanon, where friends and relatives are) and said whether they would be willing to return to Syria. (CC0 1.0) Alrababa'h, A., Masterson, D., Casalis, M., Hangartner, D., & Weinstein, J. M. (2023). The dynamics of refugee return: Syrian refugees and their migration intentions. British Journal of Political Science, 53(4), 1108-1131. | link |
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| alshawaf_2026_bfi2s | Big Five Inventory-2 Short Form, 30 items, 1-5. 500 adult dental-hospital patients in Dammam, Saudi Arabia. Covariates: age, gender, nationality, education, income, arthritis. (CC BY 4.0) Alshawaf HA, Alnemer MA, Alsafwani MA, Alhalal FA, Aljeshi MM, Nazir MA (2026) Temporomandibular disorders among adult patients: Relationship with personality traits and other factors. PLoS ONE 21(3): e0345159. https://doi.org/10.1371/journal.pone.0345159 | link |
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| alshawaf_2026_fonseca | Fonseca's Anamnestic Index for temporomandibular disorders, 10 items scored 0/5/10. 500 adult dental-hospital patients in Dammam, Saudi Arabia. Covariates: age, gender, nationality, education, income, arthritis. (CC BY 4.0) Alshawaf HA, Alnemer MA, Alsafwani MA, Alhalal FA, Aljeshi MM, Nazir MA (2026) Temporomandibular disorders among adult patients: Relationship with personality traits and other factors. PLoS ONE 21(3): e0345159. https://doi.org/10.1371/journal.pone.0345159 | link |
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| alsuhibani_2022_consp_s1 | 5-item conspiracy-belief scale (Study 1) (CC BY 4.0) Alsuhibani A, Shevlin M, Freeman D, Sheaves B, Bentall RP (2022). Why conspiracy theorists are not always paranoid: Conspiracy theories and paranoia form separate factors with distinct psychological predictors. PLOS ONE, 17(4), e0259053. https://doi.org/10.1371/journal.pone.0259053 | link |
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| alsuhibani_2022_ecrs_s3 | 12-item Experiences in Close Relationships Scale (Study 3) (CC BY 4.0) Alsuhibani A, Shevlin M, Freeman D, Sheaves B, Bentall RP (2022). Why conspiracy theorists are not always paranoid: Conspiracy theories and paranoia form separate factors with distinct psychological predictors. PLOS ONE, 17(4), e0259053. https://doi.org/10.1371/journal.pone.0259053 | link |
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| alsuhibani_2022_gcbs | 15-item Generic Conspiracist Beliefs Scale (GCBS) -- combined across Studies 2-3 (Study 3 text confirms same 15 items as Study 2 minus 2 extras; ids offset per study) (CC BY 4.0) Alsuhibani A, Shevlin M, Freeman D, Sheaves B, Bentall RP (2022). Why conspiracy theorists are not always paranoid: Conspiracy theories and paranoia form separate factors with distinct psychological predictors. PLOS ONE, 17(4), e0259053. https://doi.org/10.1371/journal.pone.0259053 | link |
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| alsuhibani_2022_gcbs_extra_s2 | 2 extra contradictory-conspiracy-theory items asked only in Study 2 alongside GCBS (CC BY 4.0) Alsuhibani A, Shevlin M, Freeman D, Sheaves B, Bentall RP (2022). Why conspiracy theorists are not always paranoid: Conspiracy theories and paranoia form separate factors with distinct psychological predictors. PLOS ONE, 17(4), e0259053. https://doi.org/10.1371/journal.pone.0259053 | link |
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| alsuhibani_2022_loc | 24-item Multidimensional Locus of Control Scale (MLCS)-- combined across Studies 1-3 (confirmed identical administration; ids offset per study) (CC BY 4.0) Alsuhibani A, Shevlin M, Freeman D, Sheaves B, Bentall RP (2022). Why conspiracy theorists are not always paranoid: Conspiracy theories and paranoia form separate factors with distinct psychological predictors. PLOS ONE, 17(4), e0259053. https://doi.org/10.1371/journal.pone.0259053 | link |
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| alsuhibani_2022_npi_s3 | 13-item Narcissistic Personality Inventory (forced-choice, Study 3) (CC BY 4.0) Alsuhibani A, Shevlin M, Freeman D, Sheaves B, Bentall RP (2022). Why conspiracy theorists are not always paranoid: Conspiracy theories and paranoia form separate factors with distinct psychological predictors. PLOS ONE, 17(4), e0259053. https://doi.org/10.1371/journal.pone.0259053 | link |
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| alsuhibani_2022_pads_s1 | Paranoia and Deservedness Scale items (Study 1) (CC BY 4.0) Alsuhibani A, Shevlin M, Freeman D, Sheaves B, Bentall RP (2022). Why conspiracy theorists are not always paranoid: Conspiracy theories and paranoia form separate factors with distinct psychological predictors. PLOS ONE, 17(4), e0259053. https://doi.org/10.1371/journal.pone.0259053 | link |
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| alsuhibani_2022_pads_s2 | Revised Paranoia and Deservedness Scale (PaDS-R) items (Study 2) (CC BY 4.0) Alsuhibani A, Shevlin M, Freeman D, Sheaves B, Bentall RP (2022). Why conspiracy theorists are not always paranoid: Conspiracy theories and paranoia form separate factors with distinct psychological predictors. PLOS ONE, 17(4), e0259053. https://doi.org/10.1371/journal.pone.0259053 | link |
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| alsuhibani_2022_paranoia_s3 | 8-item Revised Paranoia scale (Study 3) (CC BY 4.0) Alsuhibani A, Shevlin M, Freeman D, Sheaves B, Bentall RP (2022). Why conspiracy theorists are not always paranoid: Conspiracy theories and paranoia form separate factors with distinct psychological predictors. PLOS ONE, 17(4), e0259053. https://doi.org/10.1371/journal.pone.0259053 | link |
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| alsuhibani_2022_sers | 20-item Self-Esteem Rating Scale-Short Form (SERS) -- combined across Studies 2-3 (confirmed identical administration; ids offset per study) (CC BY 4.0) Alsuhibani A, Shevlin M, Freeman D, Sheaves B, Bentall RP (2022). Why conspiracy theorists are not always paranoid: Conspiracy theories and paranoia form separate factors with distinct psychological predictors. PLOS ONE, 17(4), e0259053. https://doi.org/10.1371/journal.pone.0259053 | link |
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| alsyouf_2024_agreeableness | NEO-FFI-3 Agreeableness subscale (12 items), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_conscientiousness | NEO-FFI-3 Conscientiousness subscale (12 items), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_continuance_intention | Continuance intention to use EHR systems (6 items, UTAUT-based), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_effort_expectancy | Effort expectancy of EHR systems (5 items, UTAUT-based), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_end_user_support | End user support for EHR use (4 items), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_extraversion | NEO-FFI-3 Extraversion subscale (12 items), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_facilitating_conditions | Facilitating conditions for EHR use (6 items, UTAUT-based), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_management_support | Management support for EHR use (4 items), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_neuroticism | NEO-FFI-3 Neuroticism subscale (12 items), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_openness | NEO-FFI-3 Openness to Experience subscale (12 items), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_performance_expectancy | Performance expectancy of EHR systems (5 items, UTAUT-based), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| alsyouf_2024_social_influence | Social influence on EHR use (8 items, UTAUT-based), 1-5 Likert, N=472 nurses (Jordan/Saudi Arabia EHR continuance-intention study). (CC BY 4.0) Alsyouf A, Alsubahi N, Alali H, Lutfi A, Al-Mugheed KA, Alrawad M, Almaiah MA, Anshasi RJ, Alhazmi FN, Sawhney D (2024). Nurses' continuance intention to use electronic health record systems: The antecedent role of personality and organisation support. PLOS ONE 19(10):e0300657. | link |
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| altahla_2024_swls | Satisfaction with Life Scale (SWLS), 5 items, 1-7 scale, N=189 traumatic/nontraumatic chronic spinal cord injury and healthy individuals in China, with demographic/injury covariates (CC BY 4.0) Altahla R, Alshorman J, Ali-Shah SZ, Nasb M, Tao X. (2024). Quality of life and subjective well-being comparison between traumatic, nontraumatic chronic spinal cord injury, and healthy individuals in China. PeerJ. | link |
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| altahla_2024_whoqol | 26-item WHOQOL-BREF quality-of-life scale (1-5 Likert), combined spinal-cord-injury (n=189) and healthy comparison (n=223) samples, China (CC BY 4.0) Altahla R, Alshorman J, Ali-Shah SZ, Nasb M, Tao X (2024). Quality of life and subjective well-being comparison between traumatic, nontraumatic chronic spinal cord injury, and healthy individuals in China. PeerJ. | link |
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| altahla_2024_whoqol_bref | WHOQOL-BREF, 26 items, 1-5 scale, N=189 traumatic/nontraumatic chronic spinal cord injury and healthy individuals in China, with demographic/injury covariates (CC BY 4.0) Altahla R, Alshorman J, Ali-Shah SZ, Nasb M, Tao X. (2024). Quality of life and subjective well-being comparison between traumatic, nontraumatic chronic spinal cord injury, and healthy individuals in China. PeerJ. | link |
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| altarawneh_2023_pcps | Palliative Care self-reported Practices Scale (PCPS), 18 items, 1 never, 2 rarely, 3 sometimes, 4 usually, 5 always (item sums reproduce the paper's 52.7 mean). 228 registered nurses caring for cancer patients in four Jordanian hospitals. Covariates: age, gender, years in oncology, ward, palliative-care training. (CC BY 4.0) Altarawneh WM, Masa'deh R, Hamaideh SH, Saleh AM, Alhalaiqa F (2023). Nurses' knowledge, attitudes and practices towards palliative care provided to patients diagnosed with cancer. PLOS ONE 18(10): e0289317. | link |
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| altinsoy_2024_ol_engagement | Online learning engagement scale (Turkish; behavioural, emotional, cognitive), 19 items, 1-5; N = 945; same covariates. (CC BY 4.0) Altınsoy, E., & Boyraz, S. (2024). The mediating role of engagement in online learning between online learning readiness and online learning satisfaction. Mendeley Data, V1. https://doi.org/10.17632/h8s8vxz3fb | link |
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| altinsoy_2024_ol_readiness | Online learning readiness scale (Turkish), 18 items, 1-5; N = 945 university students in a compulsory online foreign-language course; cov_gender, cov_age, cov_school. (CC BY 4.0) Altınsoy, E., & Boyraz, S. (2024). The mediating role of engagement in online learning between online learning readiness and online learning satisfaction. Mendeley Data, V1. https://doi.org/10.17632/h8s8vxz3fb | link |
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| altinsoy_2024_ol_satisfaction | Online course satisfaction scale (Turkish), 10 items, 1-5; N = 945; same covariates. (CC BY 4.0) Altınsoy, E., & Boyraz, S. (2024). The mediating role of engagement in online learning between online learning readiness and online learning satisfaction. Mendeley Data, V1. https://doi.org/10.17632/h8s8vxz3fb | link |
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| altman_2020_capq | 19-item Cannabis-Associated Problems Questionnaire (CAPQ), 0-5 frequency scale, 4,053 cannabis-using adults. 4053 respondents x 19 items = 76683 responses. (CC BY 4.0) Altman, B. R. (2020). Data for: Gender-Based Differential Item Functioning in the Cannabis-Associated Problems Questionnaire: A Replication and Extension [Data set]. Mendeley Data. https://doi.org/10.17632/y8wwtmxxzg | link |
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| alvarado_2024_tax_fairness_argentina conjoint · source = "conj" |
Argentine respondents (Respondi quota sample, February 2020; 1,688 respondents, 1,527 in the author's sample) chose which of two hypothetical individuals should pay a higher tax rate, over 5 pairs varying annual income, share of income paid in sales taxes and source of income (effort, family connections, government bailout, lottery). (CC0 1.0) Alvarado, M. (2024). Compensation and tax fairness: Evidence from four countries. British Journal of Political Science, 54(4), 1023-1042. | link |
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| alvarado_2024_tax_fairness_australia conjoint · source = "conj" |
Australian respondents (Respondi quota sample, February 2020; 1,633 respondents, 1,450 in the author's sample) chose which of two hypothetical individuals should pay a higher tax rate, over 5 pairs varying annual income, share of income paid in sales taxes and source of income (effort, family connections, government bailout, lottery). (CC0 1.0) Alvarado, M. (2024). Compensation and tax fairness: Evidence from four countries. British Journal of Political Science, 54(4), 1023-1042. | link |
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| alvarado_2024_tax_fairness_chile conjoint · source = "conj" |
Chilean respondents (Respondi quota sample, February 2020; 1,584 respondents, 1,418 in the author's sample) chose which of two hypothetical individuals should pay a higher tax rate, over 5 pairs varying annual income, share of income paid in sales taxes and source of income (effort, family connections, government bailout, lottery). (CC0 1.0) Alvarado, M. (2024). Compensation and tax fairness: Evidence from four countries. British Journal of Political Science, 54(4), 1023-1042. | link |
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| alvarado_2024_tax_fairness_us conjoint · source = "conj" |
US respondents (Amazon Mechanical Turk, October 2017; 2,081 respondents, 1,946 in the author's sample) chose which of two hypothetical individuals should pay a higher tax rate, over 5 pairs varying annual income, share of income paid in sales taxes and source of income (effort, family connections, government bailout, lottery). (CC0 1.0) Alvarado, M. (2024). Compensation and tax fairness: Evidence from four countries. British Journal of Political Science, 54(4), 1023-1042. | link |
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| alvarezgarcia_2024_chehk | Children's Environmental Health Knowledge Questionnaire (ChEHK-Q, 26 true/false/don't-know items scored correct=1) for 275 Portuguese nursing students. (CC BY 4.0) Álvarez-García, C., Edra, B., Marques, G., Simões, C., Simões, C., & López-Franco, M. D. (2025). Transcultural Adaptation of Environmental Health Questionnaire with Attitude, Knowledge, and Skills Scales for Portuguese Nursing Students. Nursing Reports, 15(1), 13. https://doi.org/10.3390/nursrep15010013 | link |
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| alvarezgarcia_2024_chehs | Children's Environmental Health Skills Questionnaire (ChEHS-Q, 12 items, 1-5) for 265 Portuguese nursing students. (CC BY 4.0) Álvarez-García, C., Edra, B., Marques, G., Simões, C., Simões, C., & López-Franco, M. D. (2025). Transcultural Adaptation of Environmental Health Questionnaire with Attitude, Knowledge, and Skills Scales for Portuguese Nursing Students. Nursing Reports, 15(1), 13. https://doi.org/10.3390/nursrep15010013 | link |
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| alvarezgarcia_2024_sans2 | Sustainability Attitudes in Nursing Survey (SANS_2, 5 items, 1-7) for 307 Portuguese nursing students. (CC BY 4.0) Álvarez-García, C., Edra, B., Marques, G., Simões, C., Simões, C., & López-Franco, M. D. (2025). Transcultural Adaptation of Environmental Health Questionnaire with Attitude, Knowledge, and Skills Scales for Portuguese Nursing Students. Nursing Reports, 15(1), 13. https://doi.org/10.3390/nursrep15010013 | link |
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| alves_2017_hamd17 | 17-item Hamilton Depression Rating Scale (HDRS-17), raw clinician-rated items, from a Rasch analysis of depressive symptom severity (CC BY 4.0) Carvalho Alves LP, Fleck MPA, et al. (2017) The Major Depressive Disorder Hierarchy: Rasch Analysis of 6 items of the Hamilton Depression Scale Covering the Continuum of Depressive Syndrome. PLoS ONE. | link |
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| alwahaibi_2023_organ_donation_knowledge | Knowledge about organ donation and transplantation: 15 questions, stored as answered (1 = Yes, 0 = No; 'I don't know' is not a row). 2,125 Sultan Qaboos University students, Oman, 2021-22. Counts reproduce the paper's Table 2. (CC BY 4.0) Alwahaibi N, Al Wahaibi A, Al Abri M (2023). Knowledge and attitude about organ donation and transplantation among Omani university students. Frontiers in Public Health, 11, 1115531. https://doi.org/10.3389/fpubh.2023.1115531 | link |
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| amarilla_2020_barthel | 10-item Barthel Index of ADL, hip fracture patients followed baseline/1-month/6-month/1-year (wave column), Spain (n=224) (CC BY 4.0) Amarilla-Donoso FJ, et al (2020). Quality of life after hip fracture: a 12-month prospective study. PeerJ. | link |
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| amarilla_2020_eq5d | 5-item EQ-5D health status questionnaire, hip fracture patients followed baseline/1-month/6-month/1-year (wave column), Spain (n=224) (CC BY 4.0) Amarilla-Donoso FJ, et al (2020). Quality of life after hip fracture: a 12-month prospective study. PeerJ. | link |
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| amarilla_2020_lawton_brody | 8-item Lawton-Brody IADL scale, hip fracture patients followed baseline/1-month/6-month/1-year (wave column), Spain (n=224) (CC BY 4.0) Amarilla-Donoso FJ, et al (2020). Quality of life after hip fracture: a 12-month prospective study. PeerJ. | link |
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| amarilla_2020_sf12 | 12-item SF-12 health survey, hip fracture patients followed baseline/1-month/6-month/1-year (wave column), Spain (n=224) (CC BY 4.0) Amarilla-Donoso FJ, et al (2020). Quality of life after hip fracture: a 12-month prospective study. PeerJ. | link |
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| amatus_cipora_2024_amas | The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students (CC BY 4.0) Cipora, K., Lunardon, M., Masson, N., Georges, C., Nuerk, H., & Artemenko, C. (2025, June 30). The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students. Retrieved from osf.io/gszpb | link |
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| amatus_cipora_2024_arithmetic | The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students (CC BY 4.0) Cipora, K., Lunardon, M., Masson, N., Georges, C., Nuerk, H., & Artemenko, C. (2025, June 30). The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students. Retrieved from osf.io/gszpb | link |
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| amatus_cipora_2024_bfi_n | The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students (CC BY 4.0) Cipora, K., Lunardon, M., Masson, N., Georges, C., Nuerk, H., & Artemenko, C. (2025, June 30). The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students. Retrieved from osf.io/gszpb | link |
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| amatus_cipora_2024_fsmas_se | The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students (CC BY 4.0) Cipora, K., Lunardon, M., Masson, N., Georges, C., Nuerk, H., & Artemenko, C. (2025, June 30). The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students. Retrieved from osf.io/gszpb | link |
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| amatus_cipora_2024_gad | The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students (CC BY 4.0) Cipora, K., Lunardon, M., Masson, N., Georges, C., Nuerk, H., & Artemenko, C. (2025, June 30). The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students. Retrieved from osf.io/gszpb | link |
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| amatus_cipora_2024_pisa_me | The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students (CC BY 4.0) Cipora, K., Lunardon, M., Masson, N., Georges, C., Nuerk, H., & Artemenko, C. (2025, June 30). The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students. Retrieved from osf.io/gszpb | link |
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| amatus_cipora_2024_sdq_l | The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students (CC BY 4.0) Cipora, K., Lunardon, M., Masson, N., Georges, C., Nuerk, H., & Artemenko, C. (2025, June 30). The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students. Retrieved from osf.io/gszpb | link |
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| amatus_cipora_2024_sdq_m | The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students (CC BY 4.0) Cipora, K., Lunardon, M., Masson, N., Georges, C., Nuerk, H., & Artemenko, C. (2025, June 30). The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students. Retrieved from osf.io/gszpb | link |
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| amatus_cipora_2024_stai | The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students (CC BY 4.0) Cipora, K., Lunardon, M., Masson, N., Georges, C., Nuerk, H., & Artemenko, C. (2025, June 30). The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students. Retrieved from osf.io/gszpb | link |
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| amatus_cipora_2024_tai | The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students (CC BY 4.0) Cipora, K., Lunardon, M., Masson, N., Georges, C., Nuerk, H., & Artemenko, C. (2025, June 30). The AMATUS Dataset: Arithmetic Performance, Mathematics Anxiety and Attitudes in Primary School Teachers and University Students. Retrieved from osf.io/gszpb | link |
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| amboseli_baboons_g1 competitions · source = "comp" |
Adult male baboon dominance interactions (winner/loser), Amboseli Baboon Research Project, social group 1 of 5. One row per interaction; no calendar date (day count only). (CC0 1.0) Franz, M., McLean, E., Tung, J., Altmann, J., & Alberts, S. C. (2015). Self-organizing dominance hierarchies in a wild primate population. Proceedings of the Royal Society B, 282(1814), 20151512. | link |
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| amboseli_baboons_g2 competitions · source = "comp" |
Adult male baboon dominance interactions (winner/loser), Amboseli Baboon Research Project, social group 2 of 5. One row per interaction; no calendar date (day count only). (CC0 1.0) Franz, M., McLean, E., Tung, J., Altmann, J., & Alberts, S. C. (2015). Self-organizing dominance hierarchies in a wild primate population. Proceedings of the Royal Society B, 282(1814), 20151512. | link |
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| amboseli_baboons_g3 competitions · source = "comp" |
Adult male baboon dominance interactions (winner/loser), Amboseli Baboon Research Project, social group 3 of 5. One row per interaction; no calendar date (day count only). (CC0 1.0) Franz, M., McLean, E., Tung, J., Altmann, J., & Alberts, S. C. (2015). Self-organizing dominance hierarchies in a wild primate population. Proceedings of the Royal Society B, 282(1814), 20151512. | link |
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| amboseli_baboons_g4 competitions · source = "comp" |
Adult male baboon dominance interactions (winner/loser), Amboseli Baboon Research Project, social group 4 of 5. One row per interaction; no calendar date (day count only). (CC0 1.0) Franz, M., McLean, E., Tung, J., Altmann, J., & Alberts, S. C. (2015). Self-organizing dominance hierarchies in a wild primate population. Proceedings of the Royal Society B, 282(1814), 20151512. | link |
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| amboseli_baboons_g5 competitions · source = "comp" |
Adult male baboon dominance interactions (winner/loser), Amboseli Baboon Research Project, social group 5 of 5. One row per interaction; no calendar date (day count only). (CC0 1.0) Franz, M., McLean, E., Tung, J., Altmann, J., & Alberts, S. C. (2015). Self-organizing dominance hierarchies in a wild primate population. Proceedings of the Royal Society B, 282(1814), 20151512. | link |
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| american_multiracial_face | Participants rate photos of smiling and neutral faces of mix-heritage people based on different measures (CC BY 4.0) Chen, J.M., Norman, J.B. & Nam, Y. Broadening the stimulus set: Introducing the American Multiracial Faces Database. Behav Res (2020). https://doi.org/10.3758/s13428-020-01447-8 | link |
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| amiot_2022_mlq_presence | Meaning in Life Questionnaire, presence-of-meaning subscale: items 1, 4, 5, 6 and 9 of the published instrument on a 1-7 scale, 2,423 respondents, 12,069 responses. Item codes keep the published numbering rather than being renumbered 1-5, so they still point at the source item. From the OSF deposit's SPSS file, April 2020, Leger LEO probability-based Canadian panel. Raw item columns only: the deposit's reverse-scored copies (suffix _r) and its per-scale composite (the bare prefix column) are excluded. Missing responses are genuine and dropped, not imputed -- the paper describes no imputation. (CC BY 4.0) Amiot, C. E., Gagné, C., & Bastian, B. (2022). Pet ownership and psychological well-being during the COVID-19 pandemic. Scientific Reports, 12, 6091. https://doi.org/10.1038/s41598-022-10019-z | link |
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| amiot_2022_pss14 | Perceived Stress Scale, 14 items on a 1-5 scale, asked with a pandemic time frame ('During the pandemic, how often have you...'), 2,418 respondents, 33,693 responses. The deposit names these columns anxiety1-14, but the items are the PSS's; the table is named for the instrument. From the OSF deposit's SPSS file, April 2020, Leger LEO probability-based Canadian panel. Raw item columns only: the deposit's reverse-scored copies (suffix _r) and its per-scale composite (the bare prefix column) are excluded. Missing responses are genuine and dropped, not imputed -- the paper describes no imputation. (CC BY 4.0) Amiot, C. E., Gagné, C., & Bastian, B. (2022). Pet ownership and psychological well-being during the COVID-19 pandemic. Scientific Reports, 12, 6091. https://doi.org/10.1038/s41598-022-10019-z | link |
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| amiot_2022_swls | Satisfaction With Life Scale, 5 items on a 1-7 scale, 2,421 respondents, 12,069 responses. From the OSF deposit's SPSS file, April 2020, Leger LEO probability-based Canadian panel. Raw item columns only: the deposit's reverse-scored copies (suffix _r) and its per-scale composite (the bare prefix column) are excluded. Missing responses are genuine and dropped, not imputed -- the paper describes no imputation. (CC BY 4.0) Amiot, C. E., Gagné, C., & Bastian, B. (2022). Pet ownership and psychological well-being during the COVID-19 pandemic. Scientific Reports, 12, 6091. https://doi.org/10.1038/s41598-022-10019-z | link |
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| amiot_2022_ucla_loneliness | UCLA Loneliness Scale, 20 items on a 1-4 scale (Never/Rarely/Sometimes/Always), 2,421 respondents, 48,194 responses. From the OSF deposit's SPSS file, April 2020, Leger LEO probability-based Canadian panel. Raw item columns only: the deposit's reverse-scored copies (suffix _r) and its per-scale composite (the bare prefix column) are excluded. Missing responses are genuine and dropped, not imputed -- the paper describes no imputation. (CC BY 4.0) Amiot, C. E., Gagné, C., & Bastian, B. (2022). Pet ownership and psychological well-being during the COVID-19 pandemic. Scientific Reports, 12, 6091. https://doi.org/10.1038/s41598-022-10019-z | link |
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| amiot_2022_vitality | Subjective Vitality Scale, 7 items on a 1-7 scale, 2,423 respondents, 16,902 responses. From the OSF deposit's SPSS file, April 2020, Leger LEO probability-based Canadian panel. Raw item columns only: the deposit's reverse-scored copies (suffix _r) and its per-scale composite (the bare prefix column) are excluded. Missing responses are genuine and dropped, not imputed -- the paper describes no imputation. (CC BY 4.0) Amiot, C. E., Gagné, C., & Bastian, B. (2022). Pet ownership and psychological well-being during the COVID-19 pandemic. Scientific Reports, 12, 6091. https://doi.org/10.1038/s41598-022-10019-z | link |
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| amiruddin_2023_andragogy | Andragogy approach scale, 6 items AND1-AND6, 1-5; N = 555 Indonesian vocational high-school students (Merdeka curriculum); cov_grade, cov_south_sulawesi, cov_vocational_3yr, cov_male, cov_first_child, cov_internship_done. (CC BY 4.0) Amiruddin, Baharuddin, et al. (2023). May student-centered principles affect active learning and its counterpart? An empirical study of Indonesian curriculum implementation. SAGE Open. https://doi.org/10.1177/21582440231214375 | link |
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| amiruddin_2023_cybergogy | Cybergogy approach scale, 7 items Cyb1-Cyb7, 1-5; N = 555 Indonesian vocational high-school students (Merdeka curriculum); cov_grade, cov_south_sulawesi, cov_vocational_3yr, cov_male, cov_first_child, cov_internship_done. (CC BY 4.0) Amiruddin, Baharuddin, et al. (2023). May student-centered principles affect active learning and its counterpart? An empirical study of Indonesian curriculum implementation. SAGE Open. https://doi.org/10.1177/21582440231214375 | link |
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| amiruddin_2023_heutagogy | Heutagogy approach scale, 6 items HEU1-HEU6, 1-5; N = 555 Indonesian vocational high-school students (Merdeka curriculum); cov_grade, cov_south_sulawesi, cov_vocational_3yr, cov_male, cov_first_child, cov_internship_done. (CC BY 4.0) Amiruddin, Baharuddin, et al. (2023). May student-centered principles affect active learning and its counterpart? An empirical study of Indonesian curriculum implementation. SAGE Open. https://doi.org/10.1177/21582440231214375 | link |
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| amiruddin_2023_pedagogy | Pedagogy approach scale, 7 items PED1-PED7, 1-5; N = 555 Indonesian vocational high-school students (Merdeka curriculum); cov_grade, cov_south_sulawesi, cov_vocational_3yr, cov_male, cov_first_child, cov_internship_done. (CC BY 4.0) Amiruddin, Baharuddin, et al. (2023). May student-centered principles affect active learning and its counterpart? An empirical study of Indonesian curriculum implementation. SAGE Open. https://doi.org/10.1177/21582440231214375 | link |
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| amiruddin_2023_peeragogy | Peeragogy approach scale, 5 items PEER1-PEER5, 1-5; N = 555 Indonesian vocational high-school students (Merdeka curriculum); cov_grade, cov_south_sulawesi, cov_vocational_3yr, cov_male, cov_first_child, cov_internship_done. (CC BY 4.0) Amiruddin, Baharuddin, et al. (2023). May student-centered principles affect active learning and its counterpart? An empirical study of Indonesian curriculum implementation. SAGE Open. https://doi.org/10.1177/21582440231214375 | link |
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| amiruddin_2023_srl | Self-regulated learning scale, 12 items SRL1-SRL12, 1-5; N = 555 Indonesian vocational high-school students (Merdeka curriculum); cov_grade, cov_south_sulawesi, cov_vocational_3yr, cov_male, cov_first_child, cov_internship_done. (CC BY 4.0) Amiruddin, Baharuddin, et al. (2023). May student-centered principles affect active learning and its counterpart? An empirical study of Indonesian curriculum implementation. SAGE Open. https://doi.org/10.1177/21582440231214375 | link |
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| amoah_2026_vigilantism conjoint · source = "conj" |
1,853 social-media users in Ghana read one fictional interview snippet about a political vigilante group in which the group's party (NPP or NDC) and its action (snatching ballot boxes in a peaceful area or protecting them in a malpractice-prone area) were randomized, plus a placebo arm giving neither. Six ratings: justified, undermined credibility, threat to democracy, willing to participate, petition, demonstration. (CC0 1.0) Amoah, J. (2026). Rationalizing political violence: A survey experiment on political vigilantism in Ghana. Unpublished manuscript. | link |
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| amorim_2025_climej_climej | Full 128-item CLIMEJ ratings measuring organizational climate scale for junior enterprises, focusing on employees’ perception of the work environment (CC0 1.0) Amorim, S. M., Martins, H. R., Rodrigues, G. A. S., Souza, R. M., Diniz, L. D. R., & Carvalho, S. D. S. (2025). CLIMEJ — Organizational climate scale for junior enterprises: A validation study. Revista de Administração Contemporânea, 29(3), e240272.doi: 10.1590/1982-7849rac2025240272.en | link |
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| amorim_2025_climej_desenhonotrabalho | Work design questionnaire measuring the dynamics of the characteristics that contour and design work paradigms in the Brazilian context, focusing on task, knowledge, social, and work context characteristics (CC0 1.0) Amorim, S. M., Martins, H. R., Rodrigues, G. A. S., Souza, R. M., Diniz, L. D. R., & Carvalho, S. D. S. (2025). CLIMEJ — Organizational climate scale for junior enterprises: A validation study. Revista de Administração Contemporânea, 29(3), e240272.doi: 10.1590/1982-7849rac2025240272.en | link |
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| amorim_2025_climej_florescimentonotrabalho | Flourishing at work scale ratings measuring how needs, feelings, and emotions are related in the organizational environment (CC0 1.0) Amorim, S. M., Martins, H. R., Rodrigues, G. A. S., Souza, R. M., Diniz, L. D. R., & Carvalho, S. D. S. (2025). CLIMEJ — Organizational climate scale for junior enterprises: A validation study. Revista de Administração Contemporânea, 29(3), e240272.doi: 10.1590/1982-7849rac2025240272.en | link |
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| amorim_2025_climej_suporteorganizacional | Organizational support perception scale ratings measuring the impact of support in organizations, focusing on employee appreciation for the organization and positive beliefs about organizational support (CC0 1.0) Amorim, S. M., Martins, H. R., Rodrigues, G. A. S., Souza, R. M., Diniz, L. D. R., & Carvalho, S. D. S. (2025). CLIMEJ — Organizational climate scale for junior enterprises: A validation study. Revista de Administração Contemporânea, 29(3), e240272.doi: 10.1590/1982-7849rac2025240272.en | link |
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| amorim_2026_ctar | Cognitive Test Anxiety Scale-Revised (CTAR-25), 25 items, 1-4, one administration in a randomized trial of a breathing/stretching physical-activity intervention. 237 Brazilian students aged 13-17 (grades 8-12, 7 public schools). Covariates: group, sex, age, grade, school code. (CC BY 4.0) Amorim SCD, Sa Filho AS, Oliveira LVF, et al. (2026). Dataset - Effects of physical activity on test anxiety in students: a randomized clinical trial. figshare. https://doi.org/10.6084/m9.figshare.34515174.v2 | link |
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| amornsriwatanakul_2025_family_support | Perceived social support from family, 12 items, 1-5 ('does not apply' set to missing). 15,066 university students across the ASEAN University Network (Health Promotion Network) survey; under-18s dropped. Covariates: gender, age, country, year of study. (CC0 1.0) Amornsriwatanakul, Areekul; Chia, Michael; Promjun, Thnunpron; Abdul Rahman, Hanif (2025). Dataset on Physical Activity, Health Risk Factors, and Mental Wellbeing of University Students in ASEAN (Association of South East Asian Nations) University Network – Health Promotion Network [dataset]. Harvard Dataverse. | link |
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| amornsriwatanakul_2025_friend_support | Perceived social support from friends, 12 items, 1-5 ('does not apply' set to missing). 15,054 university students across the ASEAN University Network (Health Promotion Network) survey; under-18s dropped. Covariates: gender, age, country, year of study. (CC0 1.0) Amornsriwatanakul, Areekul; Chia, Michael; Promjun, Thnunpron; Abdul Rahman, Hanif (2025). Dataset on Physical Activity, Health Risk Factors, and Mental Wellbeing of University Students in ASEAN (Association of South East Asian Nations) University Network – Health Promotion Network [dataset]. Harvard Dataverse. | link |
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| an_2020_efl_self_regulated | Technology-based self-regulated English learning strategies scale, Chinese EFL students, 49 items, 1-7, N=525 (CC BY 4.0) An, Z., et al. (2020). Profiling Chinese EFL students' technology-based self-regulated English learning strategies. PLOS ONE. | link |
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| ananda_2020_political_knowledge | Indonesian political knowledge quiz, 8 multiple-choice items (largest DPR party 2014-2019, Joko Widodo's prior office, meaning of RKP, party of four politicians, court for election disputes), scored 1 correct / 0 incorrect or don't know with an answer key set by IRW from public record (the authors did not score the quiz); chosen option in resp_raw. 2,686 Indonesian citizens, online survey. Covariates: sex, age band, democracy-information experimental condition (administered before the quiz). (CC0 1.0) Ananda A, Bol D (2020). Does Knowing Democracy Affect Answers to Democratic Support Questions? A Survey Experiment in Indonesia. International Journal of Public Opinion Research. https://doi.org/10.1093/ijpor/edaa012 | link |
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| andersen_2026_party_masking conjoint · source = "conj" |
Candidate choice conjoint fielded on MTurk in the US: respondents chose between two candidates in 5 tasks, with candidate party shown in one between-subject arm and hidden in the other (1,326 respondents). Outcomes: candidate choice, and in the no-party arm's last task a guess of each candidate's party. (CC0 1.0) Andersen, S. C., & Hjortskov, M. (2026). Masking or lexicographic preferences? Using conjoint experiments to distinguish between two fundamental theories of choice. Political Science Research and Methods. | link |
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| andreu_sanchez_2023_information_sources | Ten COVID-19 information sources (television, family and friends, radio, WhatsApp messages of unknown authorship, newspapers, co-workers, digital newspapers, social-media comments from strangers, neighbours, government press conferences) rated 1-5 by 333 adults in Spain, April-May 2020. (CC BY 4.0) Andreu-Sanchez, C., & Martin-Pascual, M. A. (2023). Data - Positive and Negative Affect Schedule in early COVID-19 pandemic [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.8057093 | link |
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| andreu_sanchez_2023_lifestyle | Six yes/no statements on lockdown lifestyle change (regular sport, more time sitting, adapted routines, eating more, motivation to exercise, watching more televised sport) answered by 333 adults in Spain, April-May 2020. (CC BY 4.0) Andreu-Sanchez, C., & Martin-Pascual, M. A. (2023). Data - Positive and Negative Affect Schedule in early COVID-19 pandemic [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.8057093 | link |
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| andreu_sanchez_2023_panas | Positive and Negative Affect Schedule (20 affect adjectives, 1-5) answered by 333 adults in Spain during the first weeks of the COVID-19 pandemic, April-May 2020. Questionnaire offered in Spanish and English; 308 of 333 answered in Spanish. (CC BY 4.0) Andreu-Sanchez, C., & Martin-Pascual, M. A. (2023). Data - Positive and Negative Affect Schedule in early COVID-19 pandemic [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.8057093 | link |
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| andrich_mudfold | Attitudes about capital punishment (GPL-3.0) Andrich, D. (1988). The application of an unfolding model of the PIRT type to the measurement of attitude. Applied psychological measurement, 12(1), 33-51. | link |
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| anh_2026_ai_adoption | 8-item Artificial-Intelligence-enabled finance adoption scale (1-5 Likert) from a survey on financial well-being predictors (CC BY 4.0) Anh NQ (2026) An integrated model of financial socialization, technology, and financial capability in predicting financial well-being. PLoS One. | link |
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| anh_2026_digitaltrust | 6-item Digital Trust scale (1-5 Likert) from a survey on financial well-being predictors (CC BY 4.0) Anh NQ (2026) An integrated model of financial socialization, technology, and financial capability in predicting financial well-being. PLoS One. | link |
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| anh_2026_finbehavior | 9-item Financial Behavior scale (1-5 Likert) from a survey on financial well-being predictors (CC BY 4.0) Anh NQ (2026) An integrated model of financial socialization, technology, and financial capability in predicting financial well-being. PLoS One. | link |
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| anh_2026_finliteracy | 8-item Financial Literacy scale (1-5 Likert) from a survey on financial well-being predictors (CC BY 4.0) Anh NQ (2026) An integrated model of financial socialization, technology, and financial capability in predicting financial well-being. PLoS One. | link |
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| anh_2026_finsocialization | 7-item Family Financial Socialization scale (1-5 Likert) from a survey on financial well-being predictors (CC BY 4.0) Anh NQ (2026) An integrated model of financial socialization, technology, and financial capability in predicting financial well-being. PLoS One. | link |
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| anh_2026_finwellbeing | 7-item Financial Well-being scale (1-5 Likert), the outcome construct of an integrated financial-well-being model (CC BY 4.0) Anh NQ (2026) An integrated model of financial socialization, technology, and financial capability in predicting financial well-being. PLoS One. | link |
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| anjum_2022_gad7 | GAD-7 anxiety scale (6 of 7 items), Bangladeshi school adolescents, N=2313 (CC BY 4.0) Anjum, A., et al. (2022). Anxiety among urban, semi-urban and rural school adolescents in Dhaka, Bangladesh: Investigating prevalence and associated factors. PLOS ONE. | link |
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| anoll_2018_good_neighbor conjoint · source = "conj" |
3,701 US adults (national, Black and Latino samples) each rated four hypothetical neighbours differing in name, age, occupation and community involvement (charity, rallies, voting, or a potluck control) on 1-7 likability and respectability. (CC0 1.0) Anoll, A. P. (2018). What makes a good neighbor? Race, place, and norms of political participation. American Political Science Review, 112(3), 494-508. | link |
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| antes_2020_pdm | Professional Decision-Making in Medicine (PDM) measure, 16 binary correct/incorrect items, pre/post wave, medical trainees (CC BY 4.0) Antes AL, Dineen KK, Bakanas E, Zahrli T, Keune JD, Schuelke MJ, et al. (2020) Professional decision-making in medicine: Development of a new measure and preliminary evidence of validity. PLoS ONE. | link |
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| anthropomorphism_health_Voropaeva_2026 | Survey on cognitive/emotional responses to visual anthropomorphism in health media (CC BY 4.0) Voropaeva, A. (2026, May 18). Survey data on cognitive and emotional responses to visual anthropomorphism in health media. figshare. Retrieved July 22, 2026, from https://figshare.com/articles/dataset/Survey_data_on_cognitive_and_emotional_responses_to_visual_anthropomorphism_in_health_media/32287584/2 | link |
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| antunez_2013_rmeq | Reduced Morningness-Eveningness Questionnaire, 5 items; the items use different response formats (1-4, 1-5, 0-6), as the published instrument does. 5,075 responses from 1,015 respondents on 5 items. (CC BY 4.0) Antunez Vilchez, J. M., & Adan, A. (2013). Circadian typology and emotional intelligence in healthy adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18681288 | link |
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| antunez_2013_tmms24 | Trait Meta-Mood Scale (TMMS-24), 24 items on a 1-5 scale, Spanish adults. 24,360 responses from 1,015 respondents on 24 items. (CC BY 4.0) Antunez Vilchez, J. M., & Adan, A. (2013). Circadian typology and emotional intelligence in healthy adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18681288 | link |
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| antunez_2015_lotr | Life Orientation Test-Revised, 10 items on a 1-5 scale, answered by 1,937 healthy Spanish adults. (CC BY 4.0) Antúnez Vílchez, J. M., Adan, A., & Navarro, J. F. (2015). Circadian typology is related to resilience and optimism in healthy adults. Zenodo. | link |
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| antunez_2015_rmeq | Reduced Morningness-Eveningness Questionnaire, 5 items, answered by 1,937 healthy Spanish adults. Each item has its own response set (1-5, 1-4 and 0/2/4/6), which is the instrument's own design. (CC BY 4.0) Antúnez Vílchez, J. M., Adan, A., & Navarro, J. F. (2015). Circadian typology is related to resilience and optimism in healthy adults. Zenodo. | link |
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| anunciacao_2024_intelligence_gmi | Responses to the non-verbal intelligence General Matrix of Intelligence test (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Portugal, A., Rabelo, I., Landeira-Fernandez, J., & Cruz, R. (2024). Psychometric properties of a brief non-verbal test of g factor intelligence. Journal of Psychological Perspective, 6(1), 47-62. doi:https://doi.org/10.47679/jopp.617532024 | link |
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| anunciacao_2025_emotional_management | Data on self-management, covering regulation of emotions and behavior, including stress management, self-discipline, and goal setting (CC BY 4.0) Anunciacao, L., Marques, L., Gomes, A., de Marca, R., Lima, A., Oliveira, B. and Murray, C. (2025), An Initial Evaluation of a Measure of Social-Emotional Skills Among Brazilian Children and Adolescents. Psychology in the Schools, 62: 4000-4011. https://doi.org/10.1002/pits.23591 | link |
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| anunciacao_2025_emotional_relationships | Students’ relationship skills, including communication, cooperation, conflict resolution, and helping behaviors (CC BY 4.0) Anunciacao, L., Marques, L., Gomes, A., de Marca, R., Lima, A., Oliveira, B. and Murray, C. (2025), An Initial Evaluation of a Measure of Social-Emotional Skills Among Brazilian Children and Adolescents. Psychology in the Schools, 62: 4000-4011. https://doi.org/10.1002/pits.23591 | link |
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| anunciacao_2025_emotional_responsibility | Data on responsible decision-making, capturing ethical and constructive choices that consider consequences for oneself and others (CC BY 4.0) Anunciacao, L., Marques, L., Gomes, A., de Marca, R., Lima, A., Oliveira, B. and Murray, C. (2025), An Initial Evaluation of a Measure of Social-Emotional Skills Among Brazilian Children and Adolescents. Psychology in the Schools, 62: 4000-4011. https://doi.org/10.1002/pits.23591 | link |
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| anunciacao_2025_emotional_self-awareness | Data on self-awareness, reflecting recognition of one’s emotions, thoughts, values, and how they influence behavior (CC BY 4.0) Anunciacao, L., Marques, L., Gomes, A., de Marca, R., Lima, A., Oliveira, B. and Murray, C. (2025), An Initial Evaluation of a Measure of Social-Emotional Skills Among Brazilian Children and Adolescents. Psychology in the Schools, 62: 4000-4011. https://doi.org/10.1002/pits.23591 | link |
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| anunciacao_2025_emotional_social-awareness | Data on social awareness, capturing empathy, appreciation of diverse perspectives, and understanding of social norms (CC BY 4.0) Anunciacao, L., Marques, L., Gomes, A., de Marca, R., Lima, A., Oliveira, B. and Murray, C. (2025), An Initial Evaluation of a Measure of Social-Emotional Skills Among Brazilian Children and Adolescents. Psychology in the Schools, 62: 4000-4011. https://doi.org/10.1002/pits.23591 | link |
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| anunciacao_2025_personality_achievement | Personality Factor Inventory ratings of achievement (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_affiliation | Personality Factor Inventory ratings of affiliation (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_aggression | Personality Factor Inventory ratings of aggression (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_autonomy | Personality Factor Inventory ratings of autonomy (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_change | Personality Factor Inventory ratings of change (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_deference | Personality Factor Inventory ratings of deference (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_dominance | Personality Factor Inventory ratings of dominance (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_exhibition | Personality Factor Inventory ratings of exhibition (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_intraception | Personality Factor Inventory ratings of intraception (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_nurturance | Personality Factor Inventory ratings of nurturance (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_order | Personality Factor Inventory ratings of order (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_persistence | Personality Factor Inventory ratings of persistence (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anunciacao_2025_personality_succorance | Personality Factor Inventory ratings of succorance (CC BY 4.0) Anunciação, L., Marques, L., Murray, C., Gomes, A. B., Rabelo, I., & Moraes Cruz, R. (2025). Murray’s system of needs and the Big Five Personality Traits: Using Exploratory Structural Equation Modeling to evaluate their relationship. Persona, (27(2)), 35–58. doi:10.26439/persona2024.n27(2).7384 | link |
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| anxiety_gastro_symptoms | Anxiety regarding gastrointestinal symptoms for those with eating pathology (CC BY 4.0) Forney, K. J., Burton Murray, H., Brown, T. A., Guadagnoli, L., Pucci, G., & Taft, T. (2023). Validation of a measure of hypervigilance and anxiety about gastrointestinal symptoms for individuals with elevated eating pathology. Psychological Assessment. | link |
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| anxiety_lordif | Reports for PROMIS anxiety measure (GPL-3.0) PROMIS Cooperative Group. Unpublished Manual for the Patient-Reported Outcomes Measurement Information System (PROMIS) Version 1.1. October, 2008: http://www.nihpromis.org | link |
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| apaza_2026_meim_r | Multigroup Ethnic Identity Measure-Revised, 6 items on a 1-5 scale, Peruvian students. 2,136 responses from 356 respondents on 6 items. (CC BY 4.0) Apaza Arapa, M. A., & Turpo Chaparro, J. E. (2026). Study data: Psychometric properties of the Multigroup Ethnic Identity Measure-Revised [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22117910 | link |
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| apaza_2026_sdo | Social Dominance Orientation, 14 items on a 1-7 scale, Peruvian students. 4,984 responses from 356 respondents on 14 items. (CC BY 4.0) Apaza Arapa, M. A., & Turpo Chaparro, J. E. (2026). Study data: Psychometric properties of the Multigroup Ethnic Identity Measure-Revised [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22117910 | link |
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| apaza_2026_self_esteem | Self-esteem scale, 10 items on a 1-4 scale, Peruvian students. 3,560 responses from 356 respondents on 10 items. (CC BY 4.0) Apaza Arapa, M. A., & Turpo Chaparro, J. E. (2026). Study data: Psychometric properties of the Multigroup Ethnic Identity Measure-Revised [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22117910 | link |
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| aps_vangsness_2019 | Active Procrastination Scale (CC BY 4.0) Vangsness, L., Voss, N. M., Maddox, N., Devereaux, V., Martin, E., & Nystrom, C. (2022, January 24). Self-Report Measures of Procrastination Exhibit Inconsistent Concurrent Validity, Predictive Validity, and Psychometric Properties. https://doi.org/10.17605/OSF.IO/R7WCX | link |
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| arabaci_2025_burnout | Burnout scale, 7 items, 1-5, employees. 200 respondents x 7 items = 1400 responses. (CC0 1.0) Arabaci, Z., & Akca, C. (2025). A Study on the Effects of Task Diversity and Skill Diversity on Burnout and Turnover Intention [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/QBUOHG | link |
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| arabaci_2025_skill_diversity | Skill diversity scale, 4 items, 1-5, employees. 200 respondents x 4 items = 800 responses. (CC0 1.0) Arabaci, Z., & Akca, C. (2025). A Study on the Effects of Task Diversity and Skill Diversity on Burnout and Turnover Intention [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/QBUOHG | link |
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| arabaci_2025_task_diversity | Task diversity scale, 3 items, 1-5, employees. 200 respondents x 3 items = 600 responses. (CC0 1.0) Arabaci, Z., & Akca, C. (2025). A Study on the Effects of Task Diversity and Skill Diversity on Burnout and Turnover Intention [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/QBUOHG | link |
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| arabaci_2025_turnover_intention | Turnover intention scale, 3 items, 1-5, employees. 200 respondents x 3 items = 600 responses. (CC0 1.0) Arabaci, Z., & Akca, C. (2025). A Study on the Effects of Task Diversity and Skill Diversity on Burnout and Turnover Intention [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/QBUOHG | link |
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| arango_botero_2024_financial_access | 10-item 1-5 block on banking and financial access (survey question P4), from the same 1,272 Colombian floral-sector workers as arango_botero_2024_floral_sector. Two out-of-range typo cells are dropped. (CC BY 4.0) Arango-Botero, D., Franco-Castano, S., Quintero Idarraga, S., et al. (2024). Multifactorial assessment of job satisfaction in the floral sector. Zenodo. | link |
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| arango_botero_2024_floral_sector | 67-item 1-5 battery on job satisfaction, stress, burnout, emotional intelligence and motivation, from 1,272 flower-growing workers in 23 municipalities of Antioquia, Colombia. The 15 subscale prefixes are the deposit's own and it documents none of them; three doubled-digit typo cells (44, 24, 32) are dropped. (CC BY 4.0) Arango-Botero, D., Franco-Castano, S., Quintero Idarraga, S., et al. (2024). Multifactorial assessment of job satisfaction in the floral sector. Zenodo. | link |
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| arbinaga_2025_aaq2 | Acceptance and Action Questionnaire-II (AAQ-II), 7 items on a 1-7 scale, Spanish soccer referees. 1,092 responses from 156 respondents on 7 items. (CC BY 4.0) Arbinaga F, Moreno San Pedro E, Mendoza-Sierra MI (2025). Psychopathological symptoms in soccer referees: the role of psychological inflexibility and perfectionism. PeerJ, 13, e19790. https://doi.org/10.7717/peerj.19790 | link |
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| arbinaga_2025_perfectionism | Multidimensional Perfectionism Scale, 31 items on a 1-5 scale, Spanish soccer referees. 4,836 responses from 156 respondents on 31 items. (CC BY 4.0) Arbinaga F, Moreno San Pedro E, Mendoza-Sierra MI (2025). Psychopathological symptoms in soccer referees: the role of psychological inflexibility and perfectionism. PeerJ, 13, e19790. https://doi.org/10.7717/peerj.19790 | link |
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| arbinaga_2025_sport_anxiety | Sport Anxiety Scale, 45 items on a 0-4 scale, Spanish soccer referees. 7,020 responses from 156 respondents on 45 items. (CC BY 4.0) Arbinaga F, Moreno San Pedro E, Mendoza-Sierra MI (2025). Psychopathological symptoms in soccer referees: the role of psychological inflexibility and perfectionism. PeerJ, 13, e19790. https://doi.org/10.7717/peerj.19790 | link |
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| arbulu_2026_digital_competence | Digital Competence Questionnaire, 14 administered items (1-7); N = 292 Peruvian university faculty after the authors' careless-response screen; cov_sex, cov_age. (CC BY 4.0) Arbulú Castillo, J. C., Arbulú, M., & Saavedra Torres, I. (2026). Digital Competence as a Personal Resource Against Technostress Among Peruvian University Faculty [data]. figshare. https://doi.org/10.6084/m9.figshare.33716161 | link |
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| arbulu_2026_technostress | Technostress, 22 items (0-6); N = 292 Peruvian university faculty after the authors' careless-response screen; cov_sex, cov_age. (CC BY 4.0) Arbulú Castillo, J. C., Arbulú, M., & Saavedra Torres, I. (2026). Digital Competence as a Personal Resource Against Technostress Among Peruvian University Faculty [data]. figshare. https://doi.org/10.6084/m9.figshare.33716161 | link |
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| arceneaux_2023_republican_primary conjoint · source = "conj" |
US Republican and Independent registered voters (Toluna/Qualtrics daily samples, January 2021; n=1,883, 1,481 good completes) chose between two hypothetical Republican congressional primary candidates varying profession, military service, religion, race/ethnicity, gender, age and whether the candidate says Trump won or lost the 2020 election; 3 pairs each. (CC0 1.0) Arceneaux, K., & Truex, R. (2023). Donald Trump and the lie. Perspectives on Politics, 21(3), 863-879. | link |
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| arciniegas_romero_2026_math_anxiety | A 12-item mathematics-anxiety scale answered 1-5 by 2,508 Ecuadorian high-school students NESTED IN 13 public urban schools in Imbabura, which cluster_id carries (89-323 students each is the Uzdil figure; here 13 schools over 2,508 students). The school NAMES are in the deposit's value labels and are deliberately not shipped -- a fine-grained locator for minors aged 14-20 -- while the opaque 1-13 code ships as cluster_id so the nesting survives. Items interleave three subscales in administration order (ac1-ac5, arp1-arp3, ae1-ae4) and the codes preserve the deposit's own numbering rather than renumbering 1-12. Item text is NOT shipped although the .sav labels every item with its full Spanish stem: the wording is the Fennema-Sherman Mathematics Attitude Scales', already registered hold. cov_calculus_score is the deposit's mathematics achievement score, the outcome the anxiety items are there to predict. (CC BY 4.0) Arciniegas-Romero, G. (2026). ANSIEDAD MATEMATICA Y FACTORES DEMOGRAFICOS [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.31037029 | link |
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| argentina_2012_aging_ageism | endorsement of statements about older adults being mistreated or respected (CC-BY (unspecified)) Encuesta Nacional sobre Calidad de Vida de Adultos Mayores | link |
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| argentina_2012_aging_change | whether health and memory improved, stayed equal, or worsened versus last year (CC-BY (unspecified)) Encuesta Nacional sobre Calidad de Vida de Adultos Mayores | link |
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| argentina_2012_aging_dependence | whether the respondent needs another person's help with each basic daily activity like eating, bathing, dressing (CC-BY (unspecified)) Encuesta Nacional sobre Calidad de Vida de Adultos Mayores | link |
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| argentina_2012_aging_health | self-rated general health and self-rated memory (CC-BY (unspecified)) Encuesta Nacional sobre Calidad de Vida de Adultos Mayores | link |
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| argentina_2012_aging_instrumental | whether the respondent needs help with each instrumental activity like phone, transport, money, shopping (CC-BY (unspecified)) Encuesta Nacional sobre Calidad de Vida de Adultos Mayores | link |
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| argentina_2012_aging_satisfaction | agreement with the five SWLS life satisfaction statements (CC-BY (unspecified)) Encuesta Nacional sobre Calidad de Vida de Adultos Mayores | link |
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| argentina_2012_tobacco_harm | whether the respondent believes smoking or smokeless tobacco causes each of nine serious illnesses (CC-BY (unspecified)) ENCUESTA MUNDIAL DE TABAQUISMO EN ADULTOS | link |
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| argentina_2012_tobacco_policy | whether the respondent favors or opposes four tobacco control measures, smoke-free laws, higher taxes, and an advertising ban (CC-BY (unspecified)) ENCUESTA MUNDIAL DE TABAQUISMO EN ADULTOS | link |
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| argentina_2013_reproductive_awareness | whether the respondent has heard of each of ten STIs (CC-BY (unspecified)) Encuesta Nacional sobre Salud Sexual y Reproductiva 2023 | link |
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| argentina_2013_reproductive_transmission | whether the respondent believes VIH spreads through mosquitoes, saliva, shared mate, or a shared toilet (CC-BY (unspecified)) Encuesta Nacional sobre Salud Sexual y Reproductiva 2023 | link |
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| argentina_2017_victimization_confidence | Confidence in police, security, and justice institutions (CC-BY (unspecified)) ENCUESTA NACIONAL DE VICTIMIZACIÓN | link |
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| argentina_2017_victimization_disorder | Whether each disorder problem is present in the neighborhood (CC-BY (unspecified)) ENCUESTA NACIONAL DE VICTIMIZACIÓN | link |
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| argentina_2017_victimization_fairness | Agreement that police act fairly, honestly, and professionally (CC-BY (unspecified)) ENCUESTA NACIONAL DE VICTIMIZACIÓN | link |
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| argentina_2017_victimization_fear | How safe the respondent feels in everyday situations (CC-BY (unspecified)) ENCUESTA NACIONAL DE VICTIMIZACIÓN | link |
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| argentina_2017_victimization_performance | Rating of police crime control and treatment of residents (CC-BY (unspecified)) ENCUESTA NACIONAL DE VICTIMIZACIÓN | link |
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| argentina_2017_victimization_precaution | Activities given up for security reasons during 2016 (CC-BY (unspecified)) ENCUESTA NACIONAL DE VICTIMIZACIÓN | link |
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| argentina_2017_victimization_trend | Perceived change in crime at four geographic levels (CC-BY (unspecified)) ENCUESTA NACIONAL DE VICTIMIZACIÓN | link |
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| argentina_2018_risk_problems | Current problems on five health state dimensions (CC-BY (unspecified)) Encuesta Nacional de Factores de Riesgo 2018 | link |
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| argote_2023_independent_candidates conjoint · source = "conj" |
Chilean Netquest panelists (October-November 2021) chose which of two hypothetical presidential candidates they would vote for, or neither, in 5 pairs varying coalition membership versus independence, occupation, age and gender. 3,965 respondents. (CC0 1.0) Argote, P., & Visconti, G. (2023). Anti-elite attitudes and support for independent candidates. PLOS ONE, 18(10), e0292098. | link |
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| argote_2024_migrants_colombia conjoint · source = "conj" |
Colombian adults in a face-to-face Ipsos survey compared two hypothetical migrants (Venezuelan or Peruvian, varying on skills, age, gender, family, ideology, Colombian relatives and reason for migrating) in one paired task; 1,429 respondents. Outcomes: which migrant is preferred (choice) and a 1-7 support rating. (CC0 1.0) Argote, P., & Daly, S. Z. (2024). The formation of attitudes toward immigration in Colombia. International Interactions, 50(2), 370-384. | link |
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| argote_2025_ideology_candidates_chile conjoint · source = "conj" |
Chilean adults in a Netquest online panel (wave 2, Nov-Dec 2021, n = 3,075) compared 5 pairs of hypothetical presidential candidates varying on 6 attributes (ideology, gender, age, feminism, immigration and crime proposals); outcome is which candidate they would choose, with a 'neither' option. (CC0 1.0) Argote, P., & Visconti, G. (2025). Causes and consequences of ideological persistence: The case of Chile. Latin American Politics and Society, 67, 80-103. | link |
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| argote_2026_informality_immigrants conjoint · source = "conj" |
Economically active Colombian adults (Netquest online panel, quota 50/50 formal/informal workers) read one vignette about a Venezuelan migrant whose name/sex, previous occupation, degree recognition (engineers and doctors only) and salary expectations were randomized, then rated immigrants like them on five questions (presence, right to stay, effect on own job chances and salary, likelihood of competing). 1,203 respondents. (CC0 1.0) Carreras, M. (2026). Informality and attitudes towards immigrants in Latin America [Data set]. Harvard Dataverse. Replication package for Argote, P., & Carreras, M., Informality and attitudes towards immigrants in Latin America (manuscript). | link |
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| arias_2022_climate_migrants_germany conjoint · source = "conj" |
German adults compared pairs of hypothetical migrant applicants (gender, language fluency, occupation, origin, reason for migration incl. climate reasons, religion, vulnerability; German text) over 9 tasks; 1,072 respondents. Outcomes: 1-7 rating of whether Germany should admit each migrant, and a forced choice of which one may stay. (CC0 1.0) Arias, S. B., & Blair, C. W. (2022). Changing tides: Public attitudes on climate migration. The Journal of Politics, 84(1), 560-567. | link |
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| arias_2022_climate_migrants_us conjoint · source = "conj" |
US adults compared pairs of hypothetical migrant applicants (gender, language fluency, occupation, origin, reason for migration incl. climate reasons, religion, vulnerability) over 9 tasks; 1,085 respondents. Outcomes: 1-7 rating of whether their state should admit each migrant, and a forced choice of which one may stay. (CC0 1.0) Arias, S. B., & Blair, C. W. (2022). Changing tides: Public attitudes on climate migration. The Journal of Politics, 84(1), 560-567. | link |
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| arias_2026_local_climate_plans conjoint · source = "conj" |
Elected US local policymakers (mayors, county executives, council members) compared pairs of hypothetical local climate plans varying type of property tax, energy efficiency standards, economic relief, party endorsement, international participants, start date and cost-benefit projection, choosing the preferred plan and rating each plan on a five-point support scale. 573 respondents, up to 4 tasks of 2 profiles. (CC0 1.0) Arias, S. B., & Schwartz, J. A. (2026). Think globally, act locally: The determinants of local policy makers' support for climate policy. Perspectives on Politics. | link |
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| arista_2010_achievement_motivation | Achievement motivation in physical education, 37 items (thesis instrument), 1-5 (strongly disagree-strongly agree); N = 140 secondary-school girls (ages 15-18) at a public school in Bellavista, Callao, Peru; cov_age. (CC0 1.0) Arista-Huaco, M. J. (2010). Motivación de logro en educación física y capacidades motrices en alumnos de una institución educativa pública del distrito de Bellavista [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20634 | link |
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| armaly_2024_scotus_nominees conjoint · source = "conj" |
1,223 Black and white US adults (Lucid, March 2022, Black oversample) each rated four single hypothetical Supreme Court nominee profiles varying sex, age, race, religion, ideology, judicial philosophy, law school and appointing party; outcomes are 6-point nominee support, trust and qualification and 5-point Court approval, legalism and agreement ratings. (CC0 1.0) Armaly, M. T., Krewson, C. N., & Lane, E. A. (2024). The influence of descriptive representation on support for judicial nominees and the US Supreme Court. Political Behavior, 47(2), 661-687. | link |
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| armour_2017_pcl5 | PTSD Checklist for DSM-5 (PCL-5), 20 symptom items (0-4, past month), U.S. military veterans with subthreshold-or-higher PTSD symptoms from a national survey (CC BY 4.0) Armour, C., Fried, E. I., Deserno, M. K., Tsai, J., & Pietrzak, R. H. (2017). A network analysis of DSM-5 posttraumatic stress disorder symptoms and correlates in U.S. military veterans. Journal of Anxiety Disorders, 45, 49-59. | link |
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| arnesen_2019_attitude_prediction conjoint · source = "conj" |
Paired conjoint in the Norwegian Citizen Panel (1,077 respondents, three tasks each): two hypothetical people described by age, gender, region, relationship, education, religion and work, with the respondent picking which would agree with a stated political attitude. Whether the pair was presented as ordinary persons or as politicians varied between respondents. (CC0 1.0) Arnesen, S., Duell, D., & Johannesson, M. P. (2019). Do citizens make inferences from political candidate characteristics when aiming for substantive representation? Electoral Studies, 57, 46-60. | link |
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| arnesen_2019_candidate_choice conjoint · source = "conj" |
Paired candidate-choice conjoint in the Norwegian Citizen Panel (1,139 respondents, three tasks each): two hypothetical members of parliament described by age, gender, region, relationship, education, religion and work, plus their positions on income inequality, refugees social rights and where emission cuts should be made. A within-respondent manipulation showed only the social characteristics, only the issue positions, or both. (CC0 1.0) Arnesen, S., Duell, D., & Johannesson, M. P. (2019). Do citizens make inferences from political candidate characteristics when aiming for substantive representation? Electoral Studies, 57, 46-60. | link |
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| arnesen_2019_referendum_mandate conjoint · source = "conj" |
Factorial survey in the Norwegian Citizen Panel (1,065 respondents, one vignette each): a Norwegian sentence about a hypothetical advisory referendum on EU membership, varying turnout, the winning sides share of the vote and which side won, each of which could also be withheld. Respondents said whether the government must act on the result even if parliament disagreed. (CC0 1.0) Arnesen, S., Broderstad, T. S., Johannesson, M. P., & Linde, J. (2019). Conditional legitimacy: How turnout, majority size, and outcome affect perceptions of legitimacy in European Union membership referendums. European Union Politics, 20(2), 176-197. | link |
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| arnulf_2022_conspiracy_thinking | Conspiracy-thinking scale (CT2), 14 items, N=398 (CC BY 4.0) Arnulf, J. K., et al. (2022). Dispositional and ideological factor correlate of conspiracy thinking and beliefs. PLOS ONE. | link |
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| arnulf_2022_general_knowledge | General-knowledge quiz, 12 items, binary, N=398 (CC BY 4.0) Arnulf, J. K., et al. (2022). Dispositional and ideological factor correlate of conspiracy thinking and beliefs. PLOS ONE. | link |
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| arora2025_blueq_asynchronous | BLUE-Q Section 3 (Asynchronous Learning Environment); blended learning course evaluation; 40 interprofessional clinicians (Canada); 1-5 Likert; 7 items (CC0 1.0) Arora, A. K., Myers, J., Apramian, T., Kulasegaram, K., Bainbridge, D., & Seow, H. (2025). Reliability and construct validation of the Blended Learning Usability Evaluation–Questionnaire with interprofessional clinicians in Canada: a methodological study. | link |
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| arora2025_blueq_pedagogical | BLUE-Q Section 1 (Pedagogical Usability); blended learning course evaluation; 40 interprofessional clinicians (Canada); 1-5 Likert; 10 items (CC0 1.0) Arora, A. K., Myers, J., Apramian, T., Kulasegaram, K., Bainbridge, D., & Seow, H. (2025). Reliability and construct validation of the Blended Learning Usability Evaluation–Questionnaire with interprofessional clinicians in Canada: a methodological study. | link |
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| arora2025_blueq_synchronous | BLUE-Q Section 2 (Synchronous Learning Environment); blended learning course evaluation; 40 interprofessional clinicians (Canada); 1-5 Likert; 6 items (CC0 1.0) Arora, A. K., Myers, J., Apramian, T., Kulasegaram, K., Bainbridge, D., & Seow, H. (2025). Reliability and construct validation of the Blended Learning Usability Evaluation–Questionnaire with interprofessional clinicians in Canada: a methodological study. | link |
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| art | Data from the author recognition test (CC BY 4.0) McCarron, S.P., Kuperman, V. Is the author recognition test a useful metric for native and non-native English speakers? An item response theory analysis. Behav Res 53, 2226–2237 (2021). https://doi.org/10.3758/s13428-021-01556-y | link |
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| artistic_preferences | Data on individual differences in what people enjoy about visual art (CC BY-NC-SA 4.0) Artistic Preferences Scale [dataset and codebook]. http://openpsychometrics.org/_rawdata/APS_data.zip | link |
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| arvanitis_2023_compulsion | A four-item compulsion scale about the moral-identity task, 1-5, answered by 410 Prolific respondents. Covariates: cov_gender, cov_age, cov_political_identity, cov_cond_identity, cov_cond_framing. (CC0 1.0) Arvanitis, A. (2023). Data Set for "Moral Self-Consistency as the Self-Organization of Moral Identity: A Social-Cognitive Approach" [Dataset]. Harvard Dataverse. | link |
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| arvanitis_2023_mfq | The Moral Foundations Questionnaire relevance block, 15 items on a 1-6 scale, answered by 410 Prolific respondents. Covariates: cov_gender, cov_age, cov_political_identity, cov_cond_identity, cov_cond_framing. (CC0 1.0) Arvanitis, A. (2023). Data Set for "Moral Self-Consistency as the Self-Organization of Moral Identity: A Social-Cognitive Approach" [Dataset]. Harvard Dataverse. | link |
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| arvanitis_2023_mfv | The Moral Foundations Vignettes, 15 scenario judgments on a 1-5 scale, answered by 410 Prolific respondents. Covariates: cov_gender, cov_age, cov_political_identity, cov_cond_identity, cov_cond_framing. (CC0 1.0) Arvanitis, A. (2023). Data Set for "Moral Self-Consistency as the Self-Organization of Moral Identity: A Social-Cognitive Approach" [Dataset]. Harvard Dataverse. | link |
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| arzamoncunill_2023_epq_admin | 21-item Expectations of Physiotherapists Questionnaire, administrative-activities-area items (1-7 Likert), physiotherapists rating practice-management software (n=272), Spain (CC BY 4.0) Arza-Moncunill E, Medina-Mirapeix F, Martin-San Agustin R (2023). Development and validity of the expectations of physiotherapists questionnaire on practice management software. PeerJ. | link |
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| arzamoncunill_2023_epq_clinical | 22-item Expectations of Physiotherapists Questionnaire, clinical-care-area items (1-7 Likert), physiotherapists rating practice-management software (n=272), Spain (CC BY 4.0) Arza-Moncunill E, Medina-Mirapeix F, Martin-San Agustin R (2023). Development and validity of the expectations of physiotherapists questionnaire on practice management software. PeerJ. | link |
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| asadollahi_2022_short_fesi | Short Falls Efficacy Scale-International, 7 items, 1-4; N = 9,117 Iranian adults aged 60+, 2021; cov_age, cov_education, cov_marital_status, cov_job, cov_living_with, cov_fall_history, cov_needs_adl_support. (CC0 1.0) Asadollahi, A. (2022). Falls efficacy scale-international (the short version) among Iranian older people [Data set]. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/3SCNGV | link |
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| asap20train_nom nominal · source = "nom" |
argumentative essays from U.S. secondary students (CC BY 4.0) Crossley, S. A., Baffour, P., Burleigh, L., & King, J. (2025). A large-scale corpus for assessing source-based writing quality: ASAP 2.0. Assessing Writing, 65, 100954. | link |
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| ashik_2026_paus | Problematic academic use scale, 6 items on a 1-5 agreement scale, 907 Bangladeshi adolescents (EFA and CFA samples merged, cov_study). (CC BY 4.0) Mohd. Ashik, S. (2026). Psychometric validation of the Bangla Smartphone Distraction Scale and its academic and psychological correlates among adolescents [dataset]. Zenodo. | link |
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| ashik_2026_phq9 | PHQ-9 depression, 9 items scored 0-3, 907 Bangladeshi adolescents (EFA and CFA samples merged, cov_study). (CC BY 4.0) Mohd. Ashik, S. (2026). Psychometric validation of the Bangla Smartphone Distraction Scale and its academic and psychological correlates among adolescents [dataset]. Zenodo. | link |
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| ashik_2026_sas_sv | Smartphone Addiction Scale - Short Version, 10 items on a 1-6 agreement scale, 907 Bangladeshi adolescents (EFA and CFA samples merged, cov_study). (CC BY 4.0) Mohd. Ashik, S. (2026). Psychometric validation of the Bangla Smartphone Distraction Scale and its academic and psychological correlates among adolescents [dataset]. Zenodo. | link |
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| ashik_2026_sds | Bangla Smartphone Distraction Scale, 16 items on a 1-5 frequency scale, 907 Bangladeshi adolescents (EFA and CFA samples merged, cov_study). (CC BY 4.0) Mohd. Ashik, S. (2026). Psychometric validation of the Bangla Smartphone Distraction Scale and its academic and psychological correlates among adolescents [dataset]. Zenodo. | link |
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| aslec_insomnia_wang2025 | The Adolescent Self-rating Life Events Checklist (ASLEC) (CC BY 4.0) Wang, W., Shen, X., Guo, X., Liu, S., Chen, Q., Ma, S., & Jian, Y. (2025). Psychometric evaluation of the insomnia severity index in 570,295 Chinese adolescents: A bifactor item-response theory analysis. Journal of Pacific Rim Psychology, 19, 18344909241310783. | link |
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| aspell_2019_bas | The 10-item Body Appreciation Scale, resp 1-5, anchored 1 'Tidak pernah' (never) to 5 'Sentiasa' (always). From the Malay translation/validation study of the MAIA: 815 Malay-speaking adults aged 18-69, with cov_analysis_subsample carrying the deposit's own EFA/CFA split of the validation. 263 imputed cells (non-integer, some outside their own documented scale) were identified and dropped, and any respondent with an imputed cell in this block was dropped from this table entirely. The deposit's reverse-recoded duplicates and instrument totals are not shipped. (CC0 1.0) Aspell, J. (2019). Translation and Validation of MAIA questionnaire [Dataset]. Anglia Ruskin University. https://doi.org/10.25411/aru.10673534 | link |
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| aspell_2019_dms | The 15-item Drive for Muscularity Scale, resp 1-6, anchored 1 'Sentiasa' (always) to 6 'Tidak pernah' (never). From the Malay translation/validation study of the MAIA: 815 Malay-speaking adults aged 18-69, with cov_analysis_subsample carrying the deposit's own EFA/CFA split of the validation. 263 imputed cells (non-integer, some outside their own documented scale) were identified and dropped, and any respondent with an imputed cell in this block was dropped from this table entirely. The deposit's reverse-recoded duplicates and instrument totals are not shipped. (CC0 1.0) Aspell, J. (2019). Translation and Validation of MAIA questionnaire [Dataset]. Anglia Ruskin University. https://doi.org/10.25411/aru.10673534 | link |
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| aspell_2019_fas | The 7-item Functionality Appreciation Scale, resp 1-5, anchored 1 'Sangat tidak setuju' to 5 'Sangat setuju'. From the Malay translation/validation study of the MAIA: 815 Malay-speaking adults aged 18-69, with cov_analysis_subsample carrying the deposit's own EFA/CFA split of the validation. 263 imputed cells (non-integer, some outside their own documented scale) were identified and dropped, and any respondent with an imputed cell in this block was dropped from this table entirely. The deposit's reverse-recoded duplicates and instrument totals are not shipped. (CC0 1.0) Aspell, J. (2019). Translation and Validation of MAIA questionnaire [Dataset]. Anglia Ruskin University. https://doi.org/10.25411/aru.10673534 | link |
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| aspell_2019_maas | The 15-item Mindful Attention Awareness Scale, resp 1-6, anchored 1 'Hampir selalu' (almost always) to 6 'Hampir tidak pernah' (almost never). From the Malay translation/validation study of the MAIA: 815 Malay-speaking adults aged 18-69, with cov_analysis_subsample carrying the deposit's own EFA/CFA split of the validation. 263 imputed cells (non-integer, some outside their own documented scale) were identified and dropped, and any respondent with an imputed cell in this block was dropped from this table entirely. The deposit's reverse-recoded duplicates and instrument totals are not shipped. (CC0 1.0) Aspell, J. (2019). Translation and Validation of MAIA questionnaire [Dataset]. Anglia Ruskin University. https://doi.org/10.25411/aru.10673534 | link |
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| aspell_2019_maia | The 32-item Multidimensional Assessment of Interoceptive Awareness. RESP IS RECODED from the file's stored 1-6 to the MAIA's published 0-5, which the file's own value labels justify: each label pairs its code with the published anchor number (1 is 'Tidak pernah / 0', 6 is 'Selalu / 5'). From the Malay translation/validation study of the MAIA: 815 Malay-speaking adults aged 18-69, with cov_analysis_subsample carrying the deposit's own EFA/CFA split of the validation. 263 imputed cells (non-integer, some outside their own documented scale) were identified and dropped, and any respondent with an imputed cell in this block was dropped from this table entirely. The deposit's reverse-recoded duplicates and instrument totals are not shipped. (CC0 1.0) Aspell, J. (2019). Translation and Validation of MAIA questionnaire [Dataset]. Anglia Ruskin University. https://doi.org/10.25411/aru.10673534 | link |
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| aspell_2019_rses | The 10-item Rosenberg Self-Esteem Scale, resp 1-4, anchored 1 'Sangat tidak setuju' to 4 'Sangat setuju'. From the Malay translation/validation study of the MAIA: 815 Malay-speaking adults aged 18-69, with cov_analysis_subsample carrying the deposit's own EFA/CFA split of the validation. 263 imputed cells (non-integer, some outside their own documented scale) were identified and dropped, and any respondent with an imputed cell in this block was dropped from this table entirely. The deposit's reverse-recoded duplicates and instrument totals are not shipped. (CC0 1.0) Aspell, J. (2019). Translation and Validation of MAIA questionnaire [Dataset]. Anglia Ruskin University. https://doi.org/10.25411/aru.10673534 | link |
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| aspell_2019_sataq | The 30-item Sociocultural Attitudes Towards Appearance Questionnaire (SATAQ-4), resp 1-5. One respondent answered 6 to SATAQ_1 and SATAQ_2 against the documented 1-5 scale -- isolated to one row and one above the maximum, so a data-entry error rather than a second scale -- and is dropped from this table. From the Malay translation/validation study of the MAIA: 815 Malay-speaking adults aged 18-69, with cov_analysis_subsample carrying the deposit's own EFA/CFA split of the validation. 263 imputed cells (non-integer, some outside their own documented scale) were identified and dropped, and any respondent with an imputed cell in this block was dropped from this table entirely. The deposit's reverse-recoded duplicates and instrument totals are not shipped. (CC0 1.0) Aspell, J. (2019). Translation and Validation of MAIA questionnaire [Dataset]. Anglia Ruskin University. https://doi.org/10.25411/aru.10673534 | link |
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| aspide_2025_debt_austerity conjoint · source = "conj" |
Italian online respondents (Qualtrics, July 2024; n = 1,174) chose which of two parties they would vote for in 8 pairs of party agendas (plus a repeat of pair 1 with sides swapped) and rated agreement with each agenda 0-10; agendas varied debt-reduction strategy (immigration, taxes, spending cuts, none), defence, civil-rights and energy policy. Outcomes: choice and rating. (CC0 1.0) Aspide, A., & DiGiuseppe, M. (2025). The mass politics of public debt, immigration, and austerity. Journal of European Public Policy, 33(7), 2010-2038. | link |
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| assanangkornchai_2022_cannabis_benefits | Perceived benefits of medical cannabis (20 yes/no items) among 485 adult medical-cannabis users in Thailand recruited by respondent-driven sampling (CC BY 4.0) Assanangkornchai, S., Thaikla, K., Talek, M., & Saingam, D. (2022). Medical cannabis use in Thailand after its legalization: a respondent-driven sample survey. PeerJ, 10, e12809. | link |
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| assanangkornchai_2022_cannabis_harms | Perceived harms of medical cannabis (12 yes/no items) among 485 adult medical-cannabis users in Thailand recruited by respondent-driven sampling (CC BY 4.0) Assanangkornchai, S., Thaikla, K., Talek, M., & Saingam, D. (2022). Medical cannabis use in Thailand after its legalization: a respondent-driven sample survey. PeerJ, 10, e12809. | link |
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| assessment_time_fournier_2025_bscs | Brief Self-Control Scale (CC BY 4.0) Fournier, L., Heeren, A., Baggio, S., Clark, L., Verdejo-Garcia, A., Perales, J., & Billieux, J. (2025, August 20). Data. https://doi.org/10.17605/OSF.IO/6V5QB | link |
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| assessment_time_fournier_2025_gad | Generalised Anxiety Disorder scale (GAD-7) (CC BY 4.0) Fournier, L., Heeren, A., Baggio, S., Clark, L., Verdejo-Garcia, A., Perales, J., & Billieux, J. (2025, August 20). Data. https://doi.org/10.17605/OSF.IO/6V5QB | link |
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| assessment_time_fournier_2025_phq | The Patient Health Questionnaire (PHQ-9) (CC BY 4.0) Fournier, L., Heeren, A., Baggio, S., Clark, L., Verdejo-Garcia, A., Perales, J., & Billieux, J. (2025, August 20). Data. https://doi.org/10.17605/OSF.IO/6V5QB | link |
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| assessment_time_fournier_2025_pmpuq | 15-item short version of the Problematic Mobile Phone Use Questionnaire (CC BY 4.0) Fournier, L., Heeren, A., Baggio, S., Clark, L., Verdejo-Garcia, A., Perales, J., & Billieux, J. (2025, August 20). Data. https://doi.org/10.17605/OSF.IO/6V5QB | link |
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| assessment_time_fournier_2025_upps | The revised 20-item short version of the UPPS-P Impulsive Behavior Scale (UPPS-P-20-R) (CC BY 4.0) Fournier, L., Heeren, A., Baggio, S., Clark, L., Verdejo-Garcia, A., Perales, J., & Billieux, J. (2025, August 20). Data. https://doi.org/10.17605/OSF.IO/6V5QB | link |
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| assyafiyah_2026_rcse | Indonesian Relationship-Contingent Self-Esteem scale, 11 items 1-5, from 588 Indonesian adults in romantic relationships. (CC BY 4.0) As Syafiyah, A., & Hartati, N. (2026). Dataset for: The Indonesian Relationship-Contingent Self-Esteem scale. Mendeley Data. | link |
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| atal_2024_eq5d5l | EQ-5D-5L descriptive system, 5 items, 1-5, each answered retrospectively for three moments (wave 1 before the pandemic, 2 peak restrictions, 3 May 2022). 1,506 Chilean heads of household. Covariates: sex, age, survey weight. (CC0 1.0) Atal R, Bedregal P, Carrasco JA, Gonzalez F, Harrison R, Vizcaya C (2024) The Impacts of COVID-19 Restrictions on Quality Adjusted Life Years (QALY): Heterogeneous effects and post-pandemic recovery. PLoS ONE 19(3): e0300891. https://doi.org/10.1371/journal.pone.0300891 | link |
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| atalay_2024_pozqol | PozQoL health-related quality of life scale for people living with HIV, Turkish version, 13 items (1-5), test and 4-week retest (CC BY 4.0) Atalay S, Varol ZS, Singil S, Sönmez U (2024). Validation of PozQoL scale in Turkish population living with HIV: a cross-cultural adaptation study. PeerJ 12:e17873. | link |
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| atik_2025_ai_life_satisfaction | Turkish Life Satisfaction Scale generated with ChatGPT-4: 5 items, 1-7. Turkish university students, two independent samples (EFA n=503, CFA n=301) stacked with cov_sample; ids prefixed by sample. N=804. (CC0 1.0) Atik S, Erdemir N (2025). Validity and reliability analysis of the Turkish life satisfaction scale developed through artificial intelligence. BMC Psychology. https://doi.org/10.1186/s40359-025-03246-2 | link |
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| atik_2025_gwb | Scales of General Well-Being short form (Longo et al.), Turkish adaptation: 14 items, 1-5. Turkish university students, two independent samples (EFA n=503, CFA n=301) stacked with cov_sample; ids prefixed by sample. N=804. (CC0 1.0) Atik S, Erdemir N (2025). Validity and reliability analysis of the Turkish life satisfaction scale developed through artificial intelligence. BMC Psychology. https://doi.org/10.1186/s40359-025-03246-2 | link |
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| atik_2025_swls | Satisfaction With Life Scale, Turkish adaptation (Dagli & Baysal): 5 items, 1-5. Turkish university students, two independent samples (EFA n=503, CFA n=301) stacked with cov_sample; ids prefixed by sample. N=804. (CC0 1.0) Atik S, Erdemir N (2025). Validity and reliability analysis of the Turkish life satisfaction scale developed through artificial intelligence. BMC Psychology. https://doi.org/10.1186/s40359-025-03246-2 | link |
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| atik_2026_climate_anxiety | Climate anxiety scale, 12 items on a 1-5 scale; two Turkish samples (EFA n=606, CFA n=323) pooled with cov_sample. 11,148 responses from 929 respondents on 12 items. (CC BY 4.0) Atik, S. (2026). Climate Anxiety and Psychological Resilience Scale [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18601426 | link |
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| atik_2026_psych_resilience | Psychological resilience scale, 12 items on a 1-5 scale; two Turkish samples (EFA n=606, CFA n=323) pooled with cov_sample. 11,148 responses from 929 respondents on 12 items. (CC BY 4.0) Atik, S. (2026). Climate Anxiety and Psychological Resilience Scale [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18601426 | link |
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| atkeson_2020_school_board conjoint · source = "conj" |
US MTurk respondents (n=1,500) chose which of two hypothetical school board candidates they would vote for, varying occupation, party, incumbency, race and gender, 3 tasks; forced choice. (CC0 1.0) Atkeson, L. R., & Hamel, B. T. (2020). Fit for the job: Candidate qualifications and vote choice in low information elections. Political Behavior, 42(1), 59-82. | link |
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| atmadjaja_2026_cultural_intelligence | Cultural Intelligence scale — Gen Z employees in multinationals (205 participants, 4 items, 5-point Likert) (CC BY 4.0) NA | link |
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| atmadjaja_2026_intention_to_stay | Intention to Stay scale — Gen Z employees in multinationals (205 participants, 4 items, 5-point Likert) (CC BY 4.0) NA | link |
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| atmadjaja_2026_pos | Perceived Organizational Support scale — Gen Z employees in multinationals (205 participants, 4 items, 5-point Likert) (CC BY 4.0) NA | link |
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| atmadjaja_2026_work_engagement | Employee Work Engagement scale — Gen Z employees in multinationals (205 participants, 4 items, 5-point Likert) (CC BY 4.0) NA | link |
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| atoum_2026_academic_entitlement | Academic entitlement, 22 items (1-5); N = 308 Jordanian university students; cov_sex, cov_college. (CC BY 4.0) Atoum, A., & Al-Adamat, O. (2026). Exploring the Relationships Between Mind Wandering, Academic Entitlement, and Cognitive Dissonance [data]. Zenodo. https://doi.org/10.5281/zenodo.20080845 | link |
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| atoum_2026_cognitive_dissonance | Cognitive dissonance, 18 items (0/1); N = 308 Jordanian university students; cov_sex, cov_college. (CC BY 4.0) Atoum, A., & Al-Adamat, O. (2026). Exploring the Relationships Between Mind Wandering, Academic Entitlement, and Cognitive Dissonance [data]. Zenodo. https://doi.org/10.5281/zenodo.20080845 | link |
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| atoum_2026_mind_wandering | Mind wandering, 12 items (1-5); N = 308 Jordanian university students; cov_sex, cov_college. (CC BY 4.0) Atoum, A., & Al-Adamat, O. (2026). Exploring the Relationships Between Mind Wandering, Academic Entitlement, and Cognitive Dissonance [data]. Zenodo. https://doi.org/10.5281/zenodo.20080845 | link |
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| atsusaka_2024_alaska_rcv_survey rankings · source = "rank" |
Online survey experiment on ballot-order effects in ranked-choice voting, Alaska, October-November 2022: 354 respondents each ranked the four real candidates in the 2022 U.S. House race (task 1: up to four; task 2: all four, order reshuffled) and the four in the U.S. Senate race (tasks 3 and 4 likewise). One row per respondent x task x ranked candidate; item = candidate code c01..c08 in alphabetical order of the names (not stored), resp = position; trial_display_order = the randomised order shown to that respondent (codes joined by |), trial_contest, trial_required_full; covariates age, gender, race, party ID, education, likelihood of voting, state of residence. Rankings layout (irw_rank family, data/rankings/README.md). (CC0 1.0) Atsusaka, Y. (2024). Replication Data for: Analyzing Ballot Order Effects When Voters Rank Candidates [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AJXRCV. Paper: Atsusaka, Y., Analyzing Ballot Order Effects When Voters Rank Candidates, Political Analysis. | link |
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| atsusaka_2024_oakland_rcv_survey rankings · source = "rank" |
Online survey experiment on ballot-order effects in ranked-choice voting, Oakland, October-November 2022: 259 respondents ranked the ten real candidates in the 2022 Oakland mayoral race (task 1: a ranking question with positions 1-3 observed; task 2: all ten, order reshuffled). One row per respondent x task x ranked candidate; item = candidate code c01..c10 in alphabetical order of the names (not stored), resp = position; trial_display_order = the randomised order shown (codes joined by |), trial_required_full; covariates (age, gender, race, party ID, education, likelihood of voting, city of residence) are Qualtrics numeric codes, since the deposit has no labelled Oakland export. Rankings layout (irw_rank family, data/rankings/README.md). (CC0 1.0) Atsusaka, Y. (2024). Replication Data for: Analyzing Ballot Order Effects When Voters Rank Candidates [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AJXRCV. Paper: Atsusaka, Y., Analyzing Ballot Order Effects When Voters Rank Candidates, Political Analysis. | link |
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| atsusaka_2025_ranking_questions rankings · source = "rank" |
YouGov survey of 1,082 US adults (June 2023) built to study measurement error in ranking questions: 18 ranking tasks of 3 to 6 options each, every response a full permutation (anchor questions with meaningless 'Blank' items and one with a known correct order, substantive questions on government roles, identity, holidays, affective polarisation and electoral systems, two wording arms, and four repeated questions; randomised halves saw 8 of the 18). One row per respondent x task x option; item = option text (no option is a person), resp = position; trial_question = the question stem; covariates age band, gender, race, education, party ID. 12 estemporal responses with a repeated position dropped. Rankings layout (irw_rank family, data/rankings/README.md). (CC0 1.0) Atsusaka, Y., & Kim, S.-y. S. (2024). Replication Data for: Addressing Measurement Errors in Ranking Questions for the Social Sciences [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/UCTXEF. Paper: Political Analysis 33(4), 2025, 339-360. | link |
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| audit_BrummerHoffman_2021 | AUDIT alcohol use scale (CC BY 4.0) de Souza Brümmer, R., Krause, K. R., Salum, G. A., de Almeida Fleck, M. P., Porto, I. M., do Amaral, J. V., ... & Hoffmann, M. S. (2024). Beyond frequency: Evaluating the validity of assessing the context, duration, ability and botherement of depression and anxiety symptoms in south Brazil. Psychological Assessment. | link |
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| audretsch_2021_entrepreneurial_ecosystems | 15-item entrepreneurial-ecosystem quality ratings (skills, support, networking, culture, corruption, etc.), 1-7 scale, individual survey respondents across cities in 10 countries (CC BY 4.0) Audretsch DB, Belitski M, Cherkas N (2021) Entrepreneurial ecosystems in cities: The role of institutions. PLoS ONE. | link |
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| auerswald_2024_online_learning | Four author-developed items on the switch to online-only university teaching during COVID-19, answered by 959 of 1,918 German students across three cohorts, 0-4. The anchors run in opposite directions on two of the four items, which the deposit did deliberately so a high code always means a worse experience; the item text carries each item's own option wording. Item text shipped in the administered German with the authors' English. Everything else in the deposit (PSS, PHQ, GAD, GSE, SEB, APSI) is sum or mean scores, not item-level, and is not shipped. (CC BY 4.0) Auerswald, S., Koddebusch, C., & Hermann, C. (2024). Elevated perceived stress in university students due to COVID-19 pandemic: Potential contributing factors in a propensity-score matched sample [Dataset]. Zenodo. | link |
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| austin_2021_media_literacy | News media literacy, 11 items (MLSN x6, MLCN x5), 1-5. 1,261 US adults, WSU Murrow Center COVID-19 survey. Covariates: gender, age group, Washington vs rest of US, political orientation, completion time. (CC0 1.0) Austin, Erica (2021). Data supporting COVID-19 disinformation and political engagement among communities of color: The role of media literacy [dataset]. Harvard Dataverse. | link |
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| autism_blotner_2025_s1_aq | Study 1 - autism-spectrum quotient (CC BY 4.0) Blötner, C., & Kaminski, A. (2025, June 26). Challenging the “Empathic Deficits Hypothesis” of Machiavellianism: Lack of motivation rather than lack of ability. Retrieved fromosf.io/uv6mff | link |
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| autism_blotner_2025_s1_bes | Study 1 - Basic Empathy Scale (CC BY 4.0) Blötner, C., & Kaminski, A. (2025, June 26). Challenging the “Empathic Deficits Hypothesis” of Machiavellianism: Lack of motivation rather than lack of ability. Retrieved fromosf.io/uv6mff | link |
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| autism_blotner_2025_s1_tactics | Study 1 - Two-Dimensional Machiavellianism Scale (Tactics) (CC BY 4.0) Blötner, C., & Kaminski, A. (2025, June 26). Challenging the “Empathic Deficits Hypothesis” of Machiavellianism: Lack of motivation rather than lack of ability. Retrieved fromosf.io/uv6mff | link |
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| autism_blotner_2025_s1_views | Study 1 - Two-Dimensional Machiavellianism Scale (Views) (CC BY 4.0) Blötner, C., & Kaminski, A. (2025, June 26). Challenging the “Empathic Deficits Hypothesis” of Machiavellianism: Lack of motivation rather than lack of ability. Retrieved fromosf.io/uv6mff | link |
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| autism_blotner_2025_s2_acme | Study 2 - Affective and Cognitive Measure of Empathy (CC BY 4.0) Blötner, C., & Kaminski, A. (2025, June 26). Challenging the “Empathic Deficits Hypothesis” of Machiavellianism: Lack of motivation rather than lack of ability. Retrieved fromosf.io/uv6mff | link |
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| autism_blotner_2025_s2_aq | Study 2 - autism-spectrum quotient (CC BY 4.0) Blötner, C., & Kaminski, A. (2025, June 26). Challenging the “Empathic Deficits Hypothesis” of Machiavellianism: Lack of motivation rather than lack of ability. Retrieved fromosf.io/uv6mff | link |
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| autism_blotner_2025_s2_ffmi | Study 2 - Five-Factor Machiavellianism Inventory (CC BY 4.0) Blötner, C., & Kaminski, A. (2025, June 26). Challenging the “Empathic Deficits Hypothesis” of Machiavellianism: Lack of motivation rather than lack of ability. Retrieved fromosf.io/uv6mff | link |
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| autism_blotner_2025_s2_qcae | Study 2- Cognitive and Affective Empathy (CC BY 4.0) Blötner, C., & Kaminski, A. (2025, June 26). Challenging the “Empathic Deficits Hypothesis” of Machiavellianism: Lack of motivation rather than lack of ability. Retrieved fromosf.io/uv6mff | link |
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| autobiographicalinterview_lockrow_2023_detailcounts | Autobiographical Interview detail counts - episodic/semantic detail tallies from scored narrative recall (CC BY 4.0) Lockrow, A.W., Setton, R., Spreng, K.A.P. et al. Taking stock of the past: A psychometric evaluation of the Autobiographical Interview. Behav Res 56, 1002–1038 (2024). https://doi.org/10.3758/s13428-023-02080-x | link |
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| autobiographicalinterview_lockrow_2023_scorerratings | Autobiographical Interview scorer summary ratings - holistic scorer judgments of detail quality (CC BY 4.0) Lockrow, A.W., Setton, R., Spreng, K.A.P. et al. Taking stock of the past: A psychometric evaluation of the Autobiographical Interview. Behav Res 56, 1002–1038 (2024). https://doi.org/10.3758/s13428-023-02080-x | link |
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| autobiographicalinterview_lockrow_2023_selfreport | Autobiographical Interview participant self-report - participant's own ratings of their recalled memories (CC BY 4.0) Lockrow, A.W., Setton, R., Spreng, K.A.P. et al. Taking stock of the past: A psychometric evaluation of the Autobiographical Interview. Behav Res 56, 1002–1038 (2024). https://doi.org/10.3758/s13428-023-02080-x | link |
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| autonomysupport_mokken | Autonomy support ratings of teachers by students (GPL-3.0) Koopman, L., Zijlstra, B. J., & van der Ark, L. A. (2020). Standard errors of two‐level scalability coefficients. British Journal of Mathematical and Statistical Psychology, 73(2), 213-236. | link |
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| avci_2024_aktif_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_aktif_gir_yonel: 216 respondents x 2 items, 432 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_bagmsz_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_bagmsz_gir_yonel: 216 respondents x 6 items, 1296 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_basrmaarzu_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_basrmaarzu_gir_yonel: 216 respondents x 4 items, 864 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_belirsiz_kac | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_belirsiz_kac: 216 respondents x 5 items, 1079 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_bskdaykontrol_odak | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_bskdaykontrol_odak: 216 respondents x 6 items, 1296 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_gecmis_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_gecmis_gir_yonel: 216 respondents x 3 items, 648 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_guc_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_guc_gir_yonel: 216 respondents x 2 items, 432 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_ickontrol_odak | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_ickontrol_odak: 216 respondents x 8 items, 1728 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_ikyoz_yeterlk | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_ikyoz_yeterlk: 216 respondents x 5 items, 1080 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_issahp_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_issahp_gir_yonel: 216 respondents x 4 items, 864 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_kazanc_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_kazanc_gir_yonel: 216 respondents x 5 items, 1080 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_kimlik_com | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_kimlik_com: 216 respondents x 6 items, 1296 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_kimlik_dar | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_kimlik_dar: 216 respondents x 7 items, 1512 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_kimlik_miss | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_kimlik_miss: 216 respondents x 6 items, 1296 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_oz_norm | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_oz_norm: 216 respondents x 3 items, 648 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_risk_algi | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_risk_algi: 216 respondents x 5 items, 1080 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_risk_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_risk_gir_yonel: 216 respondents x 2 items, 432 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_sansdaykontrol_odak | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_sansdaykontrol_odak: 216 respondents x 5 items, 1080 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_statu_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_statu_gir_yonel: 216 respondents x 6 items, 1296 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_sureklgel_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_sureklgel_gir_yonel: 216 respondents x 3 items, 648 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_tmlamacoz_yeterlk | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_tmlamacoz_yeterlk: 216 respondents x 6 items, 1296 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_toplmfayd_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_toplmfayd_gir_yonel: 216 respondents x 4 items, 864 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_urunpazgeloz_yeterlk | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_urunpazgeloz_yeterlk: 216 respondents x 8 items, 1728 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_yatrmciliskoz_yeterlk | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_yatrmciliskoz_yeterlk: 216 respondents x 3 items, 648 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_yencevolsoz_yeterlk | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_yencevolsoz_yeterlk: 216 respondents x 5 items, 1080 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_zorbasetoz_yeterlk | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_zorbasetoz_yeterlk: 216 respondents x 6 items, 1296 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avci_2024_zorunluluk_gir_yonel | Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. IRW table avci_2024_zorunluluk_gir_yonel: 216 respondents x 3 items, 648 responses. (CC BY 4.0) Avci, M. (2024). Psychometric Properties of the Turkish Version of the Entrepreneurs' Social Identity Scale. Mendeley Data, V1. | link |
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| avilatamayo_2022_empl_stab | Internal CSR questionnaire: employment stability subscale, N=433 (CC BY 4.0) Avila-Tamayo, D. F., et al. (2022). Spanish-speaking validation of the internal corporate social responsibility questionnaire. PLOS ONE. | link |
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| avilatamayo_2022_skills_dev | Internal CSR questionnaire: skills development subscale, N=433 (CC BY 4.0) Avila-Tamayo, D. F., et al. (2022). Spanish-speaking validation of the internal corporate social responsibility questionnaire. PLOS ONE. | link |
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| avilatamayo_2022_work_envir | Internal CSR questionnaire: work environment subscale, N=433 (CC BY 4.0) Avila-Tamayo, D. F., et al. (2022). Spanish-speaking validation of the internal corporate social responsibility questionnaire. PLOS ONE. | link |
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| avilatamayo_2022_work_life | Internal CSR questionnaire: work-life balance subscale, N=433 (CC BY 4.0) Avila-Tamayo, D. F., et al. (2022). Spanish-speaking validation of the internal corporate social responsibility questionnaire. PLOS ONE. | link |
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| avilatamayo_2022_workf_div | Internal CSR questionnaire: workforce diversity subscale, N=433 (CC BY 4.0) Avila-Tamayo, D. F., et al. (2022). Spanish-speaking validation of the internal corporate social responsibility questionnaire. PLOS ONE. | link |
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| avilesgonzalez2019_ces | CES (Caring Efficacy Scale, Coates 1997), 1-7 Likert; N=215, 30 items, Italian nurses (CC BY 4.0) Aviles Gonzalez, C. I., Galletta, M., Melis, P., Contu, P., Watson, J., Finco, G., & Jimenez Herrera, M. F. (2019). Cultural adaptation and psychometric validation of the Caring Efficacy scale in a sample of Italian nurses. PLOS ONE. | link |
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| avina_2026_immigrant_benefit conjoint · source = "conj" |
US adults (n=1,999, online panel) chose between 5 pairs of hypothetical immigrants described by immigration status, country of origin, education, employment and taxes paid; forced choice of which of the two is most beneficial to the US. Fielded right after an information experiment (Study 1 arm recorded). (CC0 1.0) Aviña, M. M. (2026). Perceived economic contributions increase positivity toward undocumented immigrants. Public Opinion Quarterly, 90(3), 591-629. | link |
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| ay_2024_misoquest | MisoQuest, Turkish version, 14 items, 1-5. Two Turkish adult samples (validity n=548, correlation n=117) stacked with cov_study; 665 respondents. (CC BY 4.0) Ay E, Huviyetli M, Çakmak E (2024). The mediating role of anxiety in the relationship between misophonia and quality of life: findings from the validated Turkish version of MisoQuest. Frontiers in Psychology 15:1361645. https://doi.org/10.3389/fpsyg.2024.1361645 | link |
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| ay_2024_stai_state | State-Trait Anxiety Inventory, Turkish version, state items (20), 1-4, reverse-keyed items raw. 117 Turkish adults (MisoQuest correlation sample). (CC BY 4.0) Ay E, Huviyetli M, Çakmak E (2024). The mediating role of anxiety in the relationship between misophonia and quality of life: findings from the validated Turkish version of MisoQuest. Frontiers in Psychology 15:1361645. https://doi.org/10.3389/fpsyg.2024.1361645 | link |
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| ay_2024_stai_trait | State-Trait Anxiety Inventory, Turkish version, trait items (20), 1-4, reverse-keyed items raw. 117 Turkish adults (MisoQuest correlation sample). (CC BY 4.0) Ay E, Huviyetli M, Çakmak E (2024). The mediating role of anxiety in the relationship between misophonia and quality of life: findings from the validated Turkish version of MisoQuest. Frontiers in Psychology 15:1361645. https://doi.org/10.3389/fpsyg.2024.1361645 | link |
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| aziz_2020_adherence | Medication adherence scale, 8 items on a 0-4 scale, Malaysian hypertensive outpatients. 1,280 responses from 160 respondents on 8 items. (CC BY 4.0) Aziz F, Malek S, Mhd Ali A, Wong MS, Mosleh M, Milow P (2020). Determining hypertensive patients' beliefs towards medication and associations with medication adherence using machine learning methods. PeerJ, 8, e8286. https://doi.org/10.7717/peerj.8286 | link |
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| aziz_2020_bmq | Beliefs about Medicines Questionnaire (BMQ), 18 items on a 1-5 scale, Malaysian hypertensive outpatients. 2,880 responses from 160 respondents on 18 items. (CC BY 4.0) Aziz F, Malek S, Mhd Ali A, Wong MS, Mosleh M, Milow P (2020). Determining hypertensive patients' beliefs towards medication and associations with medication adherence using machine learning methods. PeerJ, 8, e8286. https://doi.org/10.7717/peerj.8286 | link |
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| azizi_2023_eq5d5l | EQ-5D-5L descriptive system, 5 items (mobility, self-care, usual activities, pain/discomfort, anxiety/depression), 1-5 (no problems-unable/extreme), 213 Moroccan COVID-19 survivors (55 ICU, 158 non-ICU); cov_sex, cov_age_group, cov_marital, cov_education, cov_employment, cov_residence, cov_ses, comorbidity flags, cov_icu. (CC BY 4.0) Azizi, A., Achak, D., Saad, E., Hilali, A., Nejjari, C., Youlyouz Marfak, I., & Marfak, A. (2023). EQ-5D-5L data for Moroccan COVID-19 survivors [Data set]. Mendeley Data, V1. https://doi.org/10.17632/kfk5j9g4xc.1 | link |
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| aznar_diaz_2026_digital_competence | Digital competence self-assessment, 17 items in five DigCompEdu-style areas (professional engagement, digital resources, digital pedagogy, assessment and feedback, empowering learners), 0-4; N = 2,617 undergraduates at eight Andalusian universities; cov_gender, cov_age, cov_year, cov_university. (CC BY 4.0) Aznar Díaz, I. (2026). Base de datos de competencia digital. Zenodo. https://doi.org/10.5281/zenodo.18988671 | link |
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| baaziz_2023_sms2 | 18-item Arabic Revised Sport Motivation Scale (SMS-II, 1-7 Likert) from a transcultural validation study of Tunisian athletes (CC0 1.0) Baaziz M, Aloui A, Tayech A, Stults-Kolehmainen M, Mejri MA, Ben Abderrahman A (2023) Transcultural validation of the 'revised sport motivation scale' (SMS-II) in Arabic language: Exploratory study on motivation in sport for a sample of Tunisian Athletes. PLoS ONE. | link |
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| babaei_2023_child_hygiene_behavior | 3-item child oral-hygiene behavior scale (1-5 Likert), 3 waves (baseline/1yr/2nd follow-up), Tehran schoolchildren (n=739) (CC BY 4.0) Babaei et al. (2023). One-year oral health outcome of a community-based trial in schoolchildren aged 6-7 years old in Tehran, Iran. PLOS ONE. | link |
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| babaei_2023_mother_hygiene_behavior | 3-item mother-reported hygiene behavior scale (1-5 Likert), 3 waves, same sample as babaei_2023_child_hygiene_behavior (n=739) (CC BY 4.0) Babaei et al. (2023). One-year oral health outcome of a community-based trial in schoolchildren aged 6-7 years old in Tehran, Iran. PLOS ONE. | link |
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| babaei_2023_oral_kap | 16-item caries/gum-disease knowledge-attitude scale (1-4 agree/disagree), 3 waves, same sample as babaei_2023_child_hygiene_behavior (n=739) (CC BY 4.0) Babaei et al. (2023). One-year oral health outcome of a community-based trial in schoolchildren aged 6-7 years old in Tehran, Iran. PLOS ONE. | link |
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| babenko_2018_achievement_goals | Achievement goals: performance-approach (4), mastery-approach (4), mastery-avoidance (7), performance-avoidance (4); 19 items, 1-7; 200 undergraduate medical students at the University of Alberta; covariates: cov_gender, cov_age (band), cov_year. (CC0 1.0) Babenko, O., Mosewich, A., Abraham, J., & Lai, H. (2018). Contributions of psychological needs, self-compassion, leisure-time exercise, and achievement goals to academic engagement and exhaustion of Canadian medical students. Journal of Educational Evaluation for Health Professions, 15, 2. https://doi.org/10.3352/jeehp.2018.15.2 | link |
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| babenko_2018_basic_needs | Basic psychological needs: autonomy, competence, relatedness (4 each); 12 items, 1-6; 200 undergraduate medical students at the University of Alberta; covariates: cov_gender, cov_age (band), cov_year. (CC0 1.0) Babenko, O., Mosewich, A., Abraham, J., & Lai, H. (2018). Contributions of psychological needs, self-compassion, leisure-time exercise, and achievement goals to academic engagement and exhaustion of Canadian medical students. Journal of Educational Evaluation for Health Professions, 15, 2. https://doi.org/10.3352/jeehp.2018.15.2 | link |
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| babenko_2018_olbi_engagement | Oldenburg Burnout Inventory, student version (OLBI-S), engagement items (8); 8 items, 1-4; 200 undergraduate medical students at the University of Alberta; covariates: cov_gender, cov_age (band), cov_year. (CC0 1.0) Babenko, O., Mosewich, A., Abraham, J., & Lai, H. (2018). Contributions of psychological needs, self-compassion, leisure-time exercise, and achievement goals to academic engagement and exhaustion of Canadian medical students. Journal of Educational Evaluation for Health Professions, 15, 2. https://doi.org/10.3352/jeehp.2018.15.2 | link |
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| babenko_2018_olbi_exhaustion | Oldenburg Burnout Inventory, student version (OLBI-S), exhaustion items (8); 8 items, 1-4; 200 undergraduate medical students at the University of Alberta; covariates: cov_gender, cov_age (band), cov_year. (CC0 1.0) Babenko, O., Mosewich, A., Abraham, J., & Lai, H. (2018). Contributions of psychological needs, self-compassion, leisure-time exercise, and achievement goals to academic engagement and exhaustion of Canadian medical students. Journal of Educational Evaluation for Health Professions, 15, 2. https://doi.org/10.3352/jeehp.2018.15.2 | link |
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| babenko_2018_scs_sf | Self-Compassion Scale - Short Form (SCS-SF), 12 items; 12 items, 1-5; 200 undergraduate medical students at the University of Alberta; covariates: cov_gender, cov_age (band), cov_year. (CC0 1.0) Babenko, O., Mosewich, A., Abraham, J., & Lai, H. (2018). Contributions of psychological needs, self-compassion, leisure-time exercise, and achievement goals to academic engagement and exhaustion of Canadian medical students. Journal of Educational Evaluation for Health Professions, 15, 2. https://doi.org/10.3352/jeehp.2018.15.2 | link |
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| bacchini_2015_bullying | Adapted revised Olweus Bully/Victim Questionnaire, bullying others, 11 items, 1-5. 947 Italian outpatient children and adolescents aged 6-14 (normal weight to severe obesity) from 14 hospitals. Covariates: sex, age in months, weight status, ethnicity, centre. (CC BY 4.0) Bacchini D, Licenziati MR, Garrasi A, Corciulo N, Driul D, Tanas R, et al. (2015) Bullying and Victimization in Overweight and Obese Outpatient Children and Adolescents: An Italian Multicentric Study. PLoS ONE 10(11): e0142715. https://doi.org/10.1371/journal.pone.0142715 | link |
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| bacchini_2015_victimization | Adapted revised Olweus Bully/Victim Questionnaire, victimization, 11 items, 1-5. 947 Italian outpatient children and adolescents aged 6-14 (normal weight to severe obesity) from 14 hospitals. Covariates: sex, age in months, weight status, ethnicity, centre. (CC BY 4.0) Bacchini D, Licenziati MR, Garrasi A, Corciulo N, Driul D, Tanas R, et al. (2015) Bullying and Victimization in Overweight and Obese Outpatient Children and Adolescents: An Italian Multicentric Study. PLoS ONE 10(11): e0142715. https://doi.org/10.1371/journal.pone.0142715 | link |
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| bacon_2025_cfni45 | Conformity to Feminine Norms Inventory-45 (45 items, 0-3, stored as scored) for 518 women aged 18-25 or 60+. (CC BY 4.0) Bacon, A. (2025). Women's depression, Self-silencing and endorsement of traditional feminine norms: a 21st century update [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15575267 | link |
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| bacon_2025_phq9 | PHQ-9 depression (9 items, 0-3) for 518 women aged 18-25 or 60+. (CC BY 4.0) Bacon, A. (2025). Women's depression, Self-silencing and endorsement of traditional feminine norms: a 21st century update [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15575267 | link |
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| bacon_2025_stss | Silencing the Self Scale (31 items, 1-5, stored as scored) for 518 women aged 18-25 or 60+. (CC BY 4.0) Bacon, A. (2025). Women's depression, Self-silencing and endorsement of traditional feminine norms: a 21st century update [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15575267 | link |
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| bado_2018_ohla_b | Oral Health Literacy Assessment, Brazilian version (OHLA-B): 24 dental words, scored 1 = pronunciation and comprehension both correct, 0 = otherwise. Brazilian adults aged 20-59. N=250. (CC0 1.0) Bado FMR, Rebustini F, Jamieson L, Cortellazzi KL, Mialhe FL (2018). Evaluation of the psychometric properties of the Brazilian version of the Oral Health Literacy Assessment in Spanish and development of a shortened form of the instrument. PLOS ONE, 13(11), e0207989. https://doi.org/10.1371/journal.pone.0207989 | link |
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| bae_boredom_bieleke2022 | Boredom avoidance and escape (CC BY 4.0) Bieleke, M., Ripper, L., Schüler, J., & Wolff, W. (2022). Boredom is the root of all evil—or is it? A psychometric network approach to individual differences in behavioural responses to boredom. Royal Society open science, 9(9), 211998. | link |
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| baekgaard_2023_autonomy_loss | Loss of autonomy, 4 items on a 0-4 scale, Danish welfare recipients facing compulsory meetings; the item block was recovered from the file's autonomyloss_add composite, which is their exact mean. 9,860 responses from 2,474 respondents on 4 items. (CC BY 4.0) Baekgaard, M., & Madsen, J. K. (2023). Replication data and R script for "Anticipated administrative burdens: How proximity to upcoming compulsory meetings affect welfare recipients' experiences" [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7742956 | link |
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| baekgaard_2023_compliance | Compliance, 3 items on a 0-4 scale, Danish welfare recipients facing compulsory meetings; the item block was recovered from the file's compliance_add composite, which is their exact mean. 7,389 responses from 2,470 respondents on 3 items. (CC BY 4.0) Baekgaard, M., & Madsen, J. K. (2023). Replication data and R script for "Anticipated administrative burdens: How proximity to upcoming compulsory meetings affect welfare recipients' experiences" [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7742956 | link |
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| baekgaard_2023_learning | Learning, 3 items on a 0-4 scale, Danish welfare recipients facing compulsory meetings; the item block was recovered from the file's learning_add composite, which is their exact mean. 7,388 responses from 2,471 respondents on 3 items. (CC BY 4.0) Baekgaard, M., & Madsen, J. K. (2023). Replication data and R script for "Anticipated administrative burdens: How proximity to upcoming compulsory meetings affect welfare recipients' experiences" [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7742956 | link |
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| baekgaard_2023_mastery | Mastery, 7 items on a 0-4 scale, Danish welfare recipients facing compulsory meetings; the item block was recovered from the file's mastery_add composite, which is their exact mean. 17,295 responses from 2,483 respondents on 7 items. (CC BY 4.0) Baekgaard, M., & Madsen, J. K. (2023). Replication data and R script for "Anticipated administrative burdens: How proximity to upcoming compulsory meetings affect welfare recipients' experiences" [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7742956 | link |
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| baekgaard_2023_stigma | Stigma, 4 items on a 0-4 scale, Danish welfare recipients facing compulsory meetings; the item block was recovered from the file's stigma_add composite, which is their exact mean. 9,860 responses from 2,474 respondents on 4 items. (CC BY 4.0) Baekgaard, M., & Madsen, J. K. (2023). Replication data and R script for "Anticipated administrative burdens: How proximity to upcoming compulsory meetings affect welfare recipients' experiences" [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7742956 | link |
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| baekgaard_2023_stress | Stress of the upcoming meeting, 4 items on a 0-4 scale, Danish welfare recipients facing compulsory meetings; the item block was recovered from the file's stress_add composite, which is their exact mean. 9,841 responses from 2,475 respondents on 4 items. (CC BY 4.0) Baekgaard, M., & Madsen, J. K. (2023). Replication data and R script for "Anticipated administrative burdens: How proximity to upcoming compulsory meetings affect welfare recipients' experiences" [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7742956 | link |
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| bailon_2020_covidaffect | CoVidAffect: momentary affect during the COVID-19 lockdown in Spain, experience sampling via app and web. Two visual analogue sliders per report: valence (-50 to +50, a modified Feeling Scale) and arousal (0 to 100, a modified Felt Arousal Scale). 999 people, 17,451 reports; wave is each person's report number in time order, date is Unix time. (CC BY 4.0) Bailon C, Goicoechea C, Banos O, et al. (2020). CoVidAffect, real-time monitoring of mood variations following the COVID-19 outbreak in Spain. Scientific Data 7, 365. | link |
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| bajka_2025_occupation_choice conjoint · source = "conj" |
Swiss 8th graders in Luzern and St.Gallen (Oct-Dec 2022; n = 2,144) each made 4 choices between two hypothetical occupations described by 8 randomized two-level attributes (IT reliance, social interactions, creativity, routine work, entrepreneurial risk, salary, family friendliness, meaningful work); outcome: forced choice. (CC0 1.0) Bajka, S. M., Combet, B., Emmenegger, P., & Seufert, S. (2025). Skill requirements versus workplace characteristics: Exploring the drivers of occupational gender segregation. Socio-Economic Review. | link |
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| bak_sosnowska_2025_dass21 | Depression Anxiety Stress Scales (DASS-21), 21 items in standard order, 0-3, 473 Polish university students; covariates (deposit codes, no codebook) cov_gender, cov_age, cov_residence_childhood, cov_residence_current, cov_education, cov_partnership, cov_financial_situation, cov_siblings, cov_family_structure, cov_subtenant, cov_parents_employment, cov_family_alcohol_substances, cov_family_mental_illness, cov_family_mental_abuse, cov_family_physical_violence, cov_parents_religiousness, cov_financial_situation_childhood. (CC0 1.0) Bak-Sosnowska, M., Nowak-Zolty, E., & Trusz, S. (2025). How the Family of Origin Shapes Mental Health in Young Adults? Unveiling the Connection Between Upbringing and Student Well-Being. Data: Trusz, S. (2025), Harvard Dataverse, https://doi.org/10.7910/DVN/4FNIYH | link |
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| baka2023_bpnsf | BPNSF (Basic Psychological Need Satisfaction and Frustration at Work Scale), 1-7 Likert; N=839, 24 items, 3 waves, Polish employees (CC BY 4.0) Baka, L., & Prusik, M. (2023). Three-Wave Study on the Effects of Approach- and Avoidance-Oriented Job Crafting on Job-Related Well-Being: The Mediation Role of Satisfaction and Frustration of Basic Psychological Needs at Work. figshare. | link |
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| baka2023_jcs | JCS (Job Crafting Scale), 0-5 Likert; N=839, 21 items, 3 waves, Polish employees (CC BY 4.0) Baka, L., & Prusik, M. (2023). Three-Wave Study on the Effects of Approach- and Avoidance-Oriented Job Crafting on Job-Related Well-Being: The Mediation Role of Satisfaction and Frustration of Basic Psychological Needs at Work. figshare. | link |
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| baka2023_olbi | OLBI (Oldenburg Burnout Inventory), 1-4 Likert; N=839, 8 items, 3 waves, Polish employees (CC BY 4.0) Baka, L., & Prusik, M. (2023). Three-Wave Study on the Effects of Approach- and Avoidance-Oriented Job Crafting on Job-Related Well-Being: The Mediation Role of Satisfaction and Frustration of Basic Psychological Needs at Work. figshare. | link |
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| baka2023_uwes | UWES (Utrecht Work Engagement Scale), 0-6 Likert; N=839, 17 items, 3 waves, Polish employees (CC BY 4.0) Baka, L., & Prusik, M. (2023). Three-Wave Study on the Effects of Approach- and Avoidance-Oriented Job Crafting on Job-Related Well-Being: The Mediation Role of Satisfaction and Frustration of Basic Psychological Needs at Work. figshare. | link |
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| bakhtiar_2026_blood_donation_attitudes | Attitudes toward blood donation: 12 statements (A1-A12), 1-5 agreement as stored; A8, A10, A12 are negatively worded and not reversed. 209 MBBS students at Akhtar Saeed Medical College, Rawalpindi, Pakistan. (CC BY 4.0) Bakhtiar A, Omer F, Naveed F, Wajid D, Khan M, Hanif R (2026). Does MBBS Progression Improve Blood Donation Behavior? A Mixed-Methods KAP study [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33943117.v1 | link |
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| bakirdemir_2020_cerq | Cognitive Emotion Regulation Questionnaire, 36 items 1-5. 140 Turkish university students in a hair-cortisol study. (CC BY 4.0) Bakir-Demir T, Berument SK, Akkaya S (2020). Nature Connectedness, Emotion Regulation, and Stress [Data set]. Mendeley Data. https://doi.org/10.17632/c5ptknsjvm.1 | link |
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| bakirdemir_2020_nature_connectedness | Nature connectedness scale, 21 items 1-5, as answered (items 2, 3, 10, 11, 13, 14, 15, 18 reverse-keyed, not reversed). 140 Turkish university students in a hair-cortisol study. (CC BY 4.0) Bakir-Demir T, Berument SK, Akkaya S (2020). Nature Connectedness, Emotion Regulation, and Stress [Data set]. Mendeley Data. https://doi.org/10.17632/c5ptknsjvm.1 | link |
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| bakirdemir_2020_pss | Perceived Stress Scale, 14 items stored 1-5, as answered (positively worded items not reversed). 140 Turkish university students in a hair-cortisol study. (CC BY 4.0) Bakir-Demir T, Berument SK, Akkaya S (2020). Nature Connectedness, Emotion Regulation, and Stress [Data set]. Mendeley Data. https://doi.org/10.17632/c5ptknsjvm.1 | link |
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| bakker_2020_pss10 | Perceived Stress Scale-10 (10 items), Ethiopian midwifery students, N=403 (CC BY 4.0) Bakker R, Sheferaw ED, Stekelenburg J, Yigzaw T, de Kroon MLA (2020). Development and use of a scale to assess gender differences in appraisal of mistreatment during childbirth among Ethiopian midwifery students. PLOS ONE, 15(1), e0227958. https://doi.org/10.1371/journal.pone.0227958 | link |
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| bakker_2020_rses | Rosenberg Self-Esteem Scale (10 items), Ethiopian midwifery students, N=403 (CC BY 4.0) Bakker R, Sheferaw ED, Stekelenburg J, Yigzaw T, de Kroon MLA (2020). Development and use of a scale to assess gender differences in appraisal of mistreatment during childbirth among Ethiopian midwifery students. PLOS ONE, 15(1), e0227958. https://doi.org/10.1371/journal.pone.0227958 | link |
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| bakker_2021_authoritarianism | Child-rearing authoritarianism, 4 forced-choice items (1-5, 3 = both); N = 2,020 US adults in two samples; treat = political questions asked first. (CC0 1.0) Bakker, B. N., Lelkes, Y., & Malka, A. (2021). Reconsidering the link between self-reported personality traits and political preferences. American Political Science Review, 115(4), 1482-1498. https://doi.org/10.1017/S0003055421000605 | link |
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| bakker_2021_bfi15 | 15-item Big Five battery (3 items per trait), 1-5; N = 1,756 US adults; treat = political questions asked second. (CC0 1.0) Bakker, B. N., Lelkes, Y., & Malka, A. (2021). Reconsidering the link between self-reported personality traits and political preferences. American Political Science Review, 115(4), 1482-1498. https://doi.org/10.1017/S0003055421000605 | link |
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| bakker_2021_childrearing_values rankings · source = "rank" |
Survey ranking question: GSS 2006 panel, Stenner child-rearing values: five qualities ranked 1 (most important) to 5; three waves stacked, one row per respondent x wave (cov_treat is the wave, cov_wave its label). 2490 respondents, 5 ranked items, 5 rank positions used, 12450 rows. One row per respondent x marked position; item = the option as the source prints it, resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Bakker, B. N., Lelkes, Y. & Malka, A. 2021. 'Reconsidering the Link Between Self-Reported Personality Traits and Political Preferences.' American Political Science Review 115(4). Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| bakker_2021_populist_appeal conjoint · source = "conj" |
US adults (SSI online panel, July 2016, n=865) chose between two fictitious House candidates in 2 rounds, candidates varying anti-establishment, people-centrism and conflict statements, immigration and taxation stances and career background; vote choice plus a 0-100 feeling thermometer for each candidate. (CC0 1.0) Bakker, B. N., Schumacher, G., & Rooduijn, M. (2021). The populist appeal: Personality and antiestablishment communication. The Journal of Politics, 83(2), 589-601. | link |
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| bakumenko_2023_adyghe_values | Importance ratings for 7 traditional Adyghe cultural values (item_1-item_7, 1-5); item_text (Russian) and item_text_translated (English) columns included; Adyghe adults N=151 (CC0 1.0) Bakumenko (2023). The Attitude of the Adyghes to the Traditional Values of Ethnic Culture in Everyday Life: Preliminary Report of the Pilot Study. Harvard Dataverse. doi:10.7910/DVN/NIRWKZ | link |
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| balami_2019_imb_information | Information (knowledge) about malaria and insecticidal nets, 18 items scored correct (1) / incorrect (0); 'don't know' dropped. 380 pregnant women attending antenatal care at a hospital in Maiduguri, Nigeria (2017). Covariate: residence type (permanent resident / internally displaced). (CC BY 4.0) Balami AD, Said SM, Zulkefli NAM, Bachok N, Balami LG (2019). An information-motivation-behavioural skills analysis of long-lasting insecticidal net use among pregnant women in a hospital in North-Eastern Nigeria. BMC Medical Research Methodology 19:157. https://doi.org/10.1186/s12874-019-0803-z | link |
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| balami_2019_imb_motivation | Motivation to sleep under an insecticidal net, 3 items (two 1-5, one 1-6). 380 pregnant women attending antenatal care at a hospital in Maiduguri, Nigeria (2017). Covariate: residence type (permanent resident / internally displaced). (CC BY 4.0) Balami AD, Said SM, Zulkefli NAM, Bachok N, Balami LG (2019). An information-motivation-behavioural skills analysis of long-lasting insecticidal net use among pregnant women in a hospital in North-Eastern Nigeria. BMC Medical Research Methodology 19:157. https://doi.org/10.1186/s12874-019-0803-z | link |
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| balami_2019_imb_skills | Behavioural skills (self-efficacy) for insecticidal net use, 5 items, 1-4. 380 pregnant women attending antenatal care at a hospital in Maiduguri, Nigeria (2017). Covariate: residence type (permanent resident / internally displaced). (CC BY 4.0) Balami AD, Said SM, Zulkefli NAM, Bachok N, Balami LG (2019). An information-motivation-behavioural skills analysis of long-lasting insecticidal net use among pregnant women in a hospital in North-Eastern Nigeria. BMC Medical Research Methodology 19:157. https://doi.org/10.1186/s12874-019-0803-z | link |
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| balance_mokken | Toddler's performance on balancing tasks (GPL-3.0) Van Maanen, L., Been, P. H., & Sijtsma, K. (1989). The Linear Logistic Test Model and heterogeneity of cognitive strategies. In Mathematical psychology in progress (pp. 267-287). Springer. | link |
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| balik_2026_eq5d5l | EQ-5D-5L descriptive system (mobility, self-care, usual activities, pain/discomfort, anxiety/depression), 5 items, 1-5. 157 adults living with HIV at a tertiary hospital in Istanbul, Turkey; 60 completed it twice (wave 2 = retest). Covariates: age, sex, education. (CC BY 4.0) Balik R, Ceran N (2026). Reliability and validity of the Turkish EQ-5D-5L in adults living with HIV. PeerJ 14:e21727. https://doi.org/10.7717/peerj.21727 | link |
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| ballardrosa_2017_income_tax conjoint · source = "conj" |
US adults (YouGov, June 2014, n = 2,250) chose between 8 pairs of hypothetical federal income tax plans varying in the marginal rate for six income brackets and, for 2,000 respondents, the plan's total revenue relative to today; outcome is the preferred plan. (CC0 1.0) Ballard-Rosa, C., Martin, L., & Scheve, K. (2017). The structure of American income tax policy preferences. The Journal of Politics, 79(1), 1-16. | link |
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| ballondor_2023_jury rankings · source = "rank" |
Ballon d'Or 2023: the men's award jury's rankings, one journalist per country (92 countries) each ranking 5 of the 30 shortlisted players (25 players received points and appear). One row per juror x ranked player; item = player code c01.. in alphabetical order of the names as the published table prints them (names not stored), resp = position 1..5, recovered from the points scale; cov_country = the juror's country. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY-SA 4.0) Wikipedia contributors. 2023 Ballon d'Or. Wikipedia, The Free Encyclopedia (table 'Ballon D'Or Detailed Votes by Country'); votes published by France Football, 2023. | link |
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| ballondor_2024_jury rankings · source = "rank" |
Ballon d'Or 2024: the men's award jury's rankings, one journalist per country (99 countries) each ranking 10 of the 30 shortlisted players (28 players received points and appear). One row per juror x ranked player; item = player code c01.. in alphabetical order of the names as the published table prints them (names not stored), resp = position 1..10, recovered from the points scale; cov_country = the juror's country. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY-SA 4.0) Wikipedia contributors. 2024 Ballon d'Or. Wikipedia, The Free Encyclopedia (table 'Ballon D'Or Detailed Votes by Country'); votes published by France Football, 2024. | link |
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| ballondor_2025_jury rankings · source = "rank" |
Ballon d'Or 2025: the men's award jury's rankings, one journalist per country (100 countries) each ranking 10 of the 30 shortlisted players (30 players received points and appear). One row per juror x ranked player; item = player code c01.. in alphabetical order of the names as the published table prints them (names not stored), resp = position 1..10, recovered from the points scale; cov_country = the juror's country. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY-SA 4.0) Wikipedia contributors. 2025 Ballon d'Or. Wikipedia, The Free Encyclopedia (table 'Ballon D'Or Detailed Votes by Country'); votes published by France Football, 2025. | link |
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| balmas2018_leader_attitudes | Public attitude items toward foreign countries/citizenry (3 items: a3-a5); 5 studies pooled (N=2166); 1-5 Likert; cov_study, cov_condition, cov_age, cov_educ (CC0 1.0) Balmas, M. (2019). Replication Data for: Tell Me Who Is Your Leader, and I Will Tell You Who You Are: Foreign Leaders' Perceived Personality and Public Attitudes toward Their Countries and Citizenry [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/SNLKUE | link |
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| balmas2018_leader_personality | Perceived personality ratings of foreign leaders/citizens (14 items); 5 studies pooled (N=2171); 1-5 Likert; cov_study, cov_condition, cov_age, cov_educ (CC0 1.0) Balmas, M. (2019). Replication Data for: Tell Me Who Is Your Leader, and I Will Tell You Who You Are: Foreign Leaders' Perceived Personality and Public Attitudes toward Their Countries and Citizenry [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/SNLKUE | link |
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| balparda_2021_kepaq_emotional | KEPAQ Emotional scale, 7 items, 0-3, Colombian keratoconus patients. 526 respondents x 7 items = 3655 responses. (CC0 1.0) Balparda, K. (2021). Replication Data for: Using Rasch Modeling and Cluster Analysis to characterize keratoconus patients [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/LTMAHE | link |
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| balparda_2021_kepaq_functional | KEPAQ Functional scale, 9 items, 0-3, Colombian keratoconus patients. 526 respondents x 9 items = 4692 responses. (CC0 1.0) Balparda, K. (2021). Replication Data for: Using Rasch Modeling and Cluster Analysis to characterize keratoconus patients [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/LTMAHE | link |
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| balparda_2021_korq_activity_limitation | KORQ Activity Limitation scale, 18 items, 0-3, Colombian keratoconus patients. 157 respondents x 18 items = 2674 responses. (CC0 1.0) Balparda, K. (2021). Replication Data for: Validation of the Keratoconus Outcomes Research Questionnaire (KORQ) in Colombian patients [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/URNE8Q | link |
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| balparda_2021_korq_symptoms | KORQ Symptoms scale, 11 items, 0-3, Colombian keratoconus patients. 157 respondents x 11 items = 1562 responses. (CC0 1.0) Balparda, K. (2021). Replication Data for: Validation of the Keratoconus Outcomes Research Questionnaire (KORQ) in Colombian patients [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/URNE8Q | link |
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| banda_2022_filibuster conjoint · source = "conj" |
4,906 US online respondents (Qualtrics, 2022) each read one vignette of a Senate candidate, varying party (Democratic/Republican) and filibuster stance (no statement / eliminate / protect). Outcomes: favorability (1-5), perceived support for eliminating the filibuster (1-5) and perceived ideology (1-7). (CC0 1.0) Banda, K. K., & Sievert, J. How filibuster rhetoric informs perceptions of politicians. Replication data, Harvard Dataverse. | link |
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| bando_2026_aaq2 | Acceptance and Action Questionnaire-II, 7 items, 1-7. 861 Japanese adults aged 20-69 with insomnia disorder from an online survey panel; 371 retook all questionnaires (wave 2). Covariates: sex, age. (CC BY 4.0) Bando M, Asakura T, Sato H, Okajima I (2026) Reliability and validity of the Japanese version of the Sleep Problem Acceptance Questionnaire. PLoS ONE 21(10): e0358990. https://doi.org/10.1371/journal.pone.0358990 | link |
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| bando_2026_ais | Athens Insomnia Scale, 8 items, 0-3. 861 Japanese adults aged 20-69 with insomnia disorder from an online survey panel; 371 retook all questionnaires (wave 2). Covariates: sex, age. (CC BY 4.0) Bando M, Asakura T, Sato H, Okajima I (2026) Reliability and validity of the Japanese version of the Sleep Problem Acceptance Questionnaire. PLoS ONE 21(10): e0358990. https://doi.org/10.1371/journal.pone.0358990 | link |
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| bando_2026_dbas16 | Dysfunctional Beliefs and Attitudes about Sleep-16, 16 items, 0-10. 861 Japanese adults aged 20-69 with insomnia disorder from an online survey panel; 371 retook all questionnaires (wave 2). Covariates: sex, age. (CC BY 4.0) Bando M, Asakura T, Sato H, Okajima I (2026) Reliability and validity of the Japanese version of the Sleep Problem Acceptance Questionnaire. PLoS ONE 21(10): e0358990. https://doi.org/10.1371/journal.pone.0358990 | link |
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| bando_2026_ics | Insomnia Catastrophizing Scale, nighttime (11) and daytime (6), 17 items, 0-5. 861 Japanese adults aged 20-69 with insomnia disorder from an online survey panel; 371 retook all questionnaires (wave 2). Covariates: sex, age. (CC BY 4.0) Bando M, Asakura T, Sato H, Okajima I (2026) Reliability and validity of the Japanese version of the Sleep Problem Acceptance Questionnaire. PLoS ONE 21(10): e0358990. https://doi.org/10.1371/journal.pone.0358990 | link |
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| bando_2026_psas | Pre-Sleep Arousal Scale, somatic (8) and cognitive (8), 16 items, 1-5. 861 Japanese adults aged 20-69 with insomnia disorder from an online survey panel; 371 retook all questionnaires (wave 2). Covariates: sex, age. (CC BY 4.0) Bando M, Asakura T, Sato H, Okajima I (2026) Reliability and validity of the Japanese version of the Sleep Problem Acceptance Questionnaire. PLoS ONE 21(10): e0358990. https://doi.org/10.1371/journal.pone.0358990 | link |
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| bando_2026_spaq | Sleep Problem Acceptance Questionnaire, Japanese version (activity engagement 4, willingness 4), 8 items, 0-6, stored as answered. 861 Japanese adults aged 20-69 with insomnia disorder from an online survey panel; 371 retook all questionnaires (wave 2). Covariates: sex, age. (CC BY 4.0) Bando M, Asakura T, Sato H, Okajima I (2026) Reliability and validity of the Japanese version of the Sleep Problem Acceptance Questionnaire. PLoS ONE 21(10): e0358990. https://doi.org/10.1371/journal.pone.0358990 | link |
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| bando_2026_srbq | Sleep-Related Behaviours Questionnaire (safety behaviours), 15 items, 0-4. 861 Japanese adults aged 20-69 with insomnia disorder from an online survey panel; 371 retook all questionnaires (wave 2). Covariates: sex, age. (CC BY 4.0) Bando M, Asakura T, Sato H, Okajima I (2026) Reliability and validity of the Japanese version of the Sleep Problem Acceptance Questionnaire. PLoS ONE 21(10): e0358990. https://doi.org/10.1371/journal.pone.0358990 | link |
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| banerjee_2025_arithmetic_market | Abstract subtraction and division, and an applied market word problem, answered orally by working children in Delhi markets (Study 3a wave 1, N=372), first attempt. resp = 1 correct, 0 incorrect. Item codes name the operands (sub_94_48 = 94 - 48). (CC0 1.0) Banerjee, A. V., Bhattacharjee, S., Chattopadhyay, R., Duflo, E., Ganimian, A. J., Rajah, K., & Spelke, E. S. (2025). Children's arithmetic skills do not transfer between applied and academic mathematics. Nature, 639, 673-681. | link |
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| banerjee_2025_arithmetic_school | Arithmetic in four formats, Delhi school children (classes 7-8; Study 3b, N=300): ASER tool items, then addition, subtraction, multiplication and division problems written (abstract), oral (abstract) and as oral word problems (anchored), plus two market-transaction problems. resp = 1 correct, 0 incorrect. Each child got one of four survey versions with different numbers (cov_version). (CC0 1.0) Banerjee, A. V., Bhattacharjee, S., Chattopadhyay, R., Duflo, E., Ganimian, A. J., Rajah, K., & Spelke, E. S. (2025). Children's arithmetic skills do not transfer between applied and academic mathematics. Nature, 639, 673-681. | link |
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| banerjee_2025_sepq | Pupils' self-report questionnaire on peer experiences, anger, anxiety, depressive symptoms and self-worth, 43 items, 0-3. 1,311 pupils aged 7-13 in 60 classrooms, England and Wales (cluster_id = classroom). Covariates: gender, school, year group. (CC BY 4.0) Banerjee R, Wright M, Bianco F (2025) Emotional adjustment and peer relationships: The role of behavioural reputation and classroom social climate. PLoS One 20(9): e0332297. https://doi.org/10.1371/journal.pone.0332297 | link |
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| bang_2023_anxiety | Anxiety scale (11 items), quasi-experimental wellness program for unmarried mothers (CC BY 4.0) Bang K-S, Kim S, Choi S, Lee G, Kim M, Shin D-A (2023). Effectiveness of a natural wellness group program using interactive real-time video for unmarried mothers: A quasi-experimental study. PLOS ONE, 18(4), e0284340. https://doi.org/10.1371/journal.pone.0284340 | link |
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| bang_2023_depression | Depression scale (12 items), quasi-experimental wellness program for unmarried mothers (CC BY 4.0) Bang K-S, Kim S, Choi S, Lee G, Kim M, Shin D-A (2023). Effectiveness of a natural wellness group program using interactive real-time video for unmarried mothers: A quasi-experimental study. PLOS ONE, 18(4), e0284340. https://doi.org/10.1371/journal.pone.0284340 | link |
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| bang_2023_health | Physical/mental health scale (14 items), quasi-experimental wellness program for unmarried mothers (CC BY 4.0) Bang K-S, Kim S, Choi S, Lee G, Kim M, Shin D-A (2023). Effectiveness of a natural wellness group program using interactive real-time video for unmarried mothers: A quasi-experimental study. PLOS ONE, 18(4), e0284340. https://doi.org/10.1371/journal.pone.0284340 | link |
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| bang_2023_parenting_stress | Parenting stress scale (36 items), quasi-experimental wellness program for unmarried mothers (CC BY 4.0) Bang K-S, Kim S, Choi S, Lee G, Kim M, Shin D-A (2023). Effectiveness of a natural wellness group program using interactive real-time video for unmarried mothers: A quasi-experimental study. PLOS ONE, 18(4), e0284340. https://doi.org/10.1371/journal.pone.0284340 | link |
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| bang_2023_self_esteem | Self-esteem scale (10 items), quasi-experimental wellness program for unmarried mothers (CC BY 4.0) Bang K-S, Kim S, Choi S, Lee G, Kim M, Shin D-A (2023). Effectiveness of a natural wellness group program using interactive real-time video for unmarried mothers: A quasi-experimental study. PLOS ONE, 18(4), e0284340. https://doi.org/10.1371/journal.pone.0284340 | link |
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| bankert_2023_consumer_origin conjoint · source = "conj" |
US adults (Bovitz panel, wave 2, June 2020; n=996) chose between two versions of the same consumer product varying in country of origin, customer rating and price, 10 tasks each; forced choice. (CC0 1.0) Bankert, A., Powers, R., & Sheagley, G. (2023). Trade politics at the checkout lane: Ethnocentrism and consumer preferences. Political Science Research and Methods, 11(3), 605-612. | link |
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| bansak_2016_asylum conjoint · source = "conj" |
18,021 eligible voters in 15 European countries (about 1,200 per country, online, 2016) each compared 5 pairs of hypothetical asylum-seeker profiles varying on 9 attributes. Outcomes are forced choice and a 1-7 rating of support for granting asylum. (CC0 1.0) Bansak, K., Hainmueller, J., & Hangartner, D. (2016). How economic, humanitarian, and religious concerns shape European attitudes toward asylum-seekers. Science, 354(6309), 217-222. | link |
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| bansak_2019_satisficing_candidates_ssi conjoint · source = "conj" |
US adults (SSI, Nov-Dec 2016, n=2,786) compared two hypothetical US Senate candidates on 4 core attributes (age, party, health care, same-sex marriage) plus a randomly assigned number (0-35) of irrelevant filler attributes; 15 pairs each, forced choice plus a 1-7 vote rating. (CC0 1.0) Bansak, K., Hainmueller, J., Hopkins, D. J., & Yamamoto, T. (2019). Beyond the breaking point? Survey satisficing in conjoint experiments. Political Science Research and Methods, 9(1), 53-71. | link |
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| bansak_2019_satisficing_hotels conjoint · source = "conj" |
US MTurk workers (March 2017, n=3,307) compared two hypothetical hotel rooms on 4 core attributes (floor, view, furniture, internet) plus a randomly assigned number (0-18) of meaningful filler attributes; 15 pairs each, forced choice plus a 1-7 rating. (CC0 1.0) Bansak, K., Hainmueller, J., Hopkins, D. J., & Yamamoto, T. (2019). Beyond the breaking point? Survey satisficing in conjoint experiments. Political Science Research and Methods, 9(1), 53-71. | link |
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| bansak_2021_austerity_italy conjoint · source = "conj" |
Paired conjoint in which 1,998 adults in Italy (Bilendi online panel, January 2019) chose between and rated 10 pairs of austerity packages combining percentage cuts to five spending areas and increases in three taxes, with a party endorsement on the last five pairs for a random half. Outcomes: forced choice and a 1-10 referendum vote rating; survey weight included. (CC0 1.0) Bansak, K., Bechtel, M. M., & Margalit, Y. (2021). Why austerity? The mass politics of a contested policy. American Political Science Review, 115(2), 486-505. | link |
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| bansak_2021_austerity_spain conjoint · source = "conj" |
Paired conjoint in which 1,970 adults in Spain (Bilendi online panel, January 2019) chose between and rated 10 pairs of austerity packages combining percentage cuts to five spending areas and increases in three taxes, with a party endorsement on the last five pairs for a random half. Outcomes: forced choice and a 1-10 referendum vote rating; survey weight included. (CC0 1.0) Bansak, K., Bechtel, M. M., & Margalit, Y. (2021). Why austerity? The mass politics of a contested policy. American Political Science Review, 115(2), 486-505. | link |
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| bansak_2023_asylum_2022 conjoint · source = "conj" |
Adults in 15 European countries (n=14,966, Respondi online panels, May-June 2022) evaluated 5 pairs of hypothetical asylum seekers on 9 attributes; forced choice of which to let stay and a 1-7 rating of each. (CC0 1.0) Bansak, K., Hainmueller, J., & Hangartner, D. (2023). Europeans' support for refugees of varying background is stable over time. Nature, 620(7975), 849-854. | link |
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| bansak_2024_algorithm_dm_crime conjoint · source = "conj" |
Paired conjoint in which 4,784 US adults (Qualtrics panel), in a pre-trial release scenario, chose between and rated 10 pairs of decision-makers (judges or algorithms, by between-respondent arm) described by defendant crime rate and White and Minority false positive rates. Outcomes: forced choice and a 1-7 performance rating. (CC0 1.0) Bansak, K., & Paulson, E. (2024). Public attitudes on performance for algorithmic and human decision-makers [Preprint]. OSF Preprints. | link |
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| bansak_2024_algorithm_dm_loans conjoint · source = "conj" |
Paired conjoint in which 4,240 US adults (Qualtrics panel), in a bank loan scenario, chose between and rated 10 pairs of decision-makers (managers or algorithms, by between-respondent arm) described by loan default rate and White and Minority false positive rates. Outcomes: forced choice and a 1-7 performance rating. (CC0 1.0) Bansak, K., & Paulson, E. (2024). Public attitudes on performance for algorithmic and human decision-makers [Preprint]. OSF Preprints. | link |
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| bansak_2025_odd_profiles_candidate conjoint · source = "conj" |
Duke lab participants (eye-tracking, Jun-Sep 2022, n=145) chose between two hypothetical US political candidates (age, gender, party, prior political experience, job, education, positions on taxes on the wealthy and gun control); 60 pairs each in four within-subject conditions that add incongruent or nonsensical profiles. (CC0 1.0) Bansak, K., & Jenke, L. (2025). Odd profiles in conjoint experimental designs: Effects on survey-taking attention and behavior. Political Analysis, 33(4), 315-338. | link |
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| bansak_2025_odd_profiles_immigrant conjoint · source = "conj" |
Duke lab participants (eye-tracking, Jun-Sep 2022, n=142) chose between two hypothetical immigrants applying for US residency (age, gender, language, migration type, origin, job, education, reason for settling); 60 pairs each in four within-subject conditions that add incongruent or nonsensical profiles. (CC0 1.0) Bansak, K., & Jenke, L. (2025). Odd profiles in conjoint experimental designs: Effects on survey-taking attention and behavior. Political Analysis, 33(4), 315-338. | link |
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| baquerotomas_2026_ders | Difficulties in Emotion Regulation Scale, 0-4, Spanish university students. 566 respondents x 28 items = 15848 responses. (CC0 1.0) Baquero-Tomas, M. (2026). Dificultades en regulacion emocional, ansiedad y depresion en estudiantes universitarios espanoles [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MXYEMC | link |
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| baquerotomas_2026_emas | Endler Multidimensional Anxiety Scales items, 1-7. 566 respondents x 12 items = 6792 responses. (CC0 1.0) Baquero-Tomas, M. (2026). Dificultades en regulacion emocional, ansiedad y depresion en estudiantes universitarios espanoles [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MXYEMC | link |
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| baquerotomas_2026_gad7 | Generalized Anxiety Disorder-7, 0-3. 566 respondents x 7 items = 3962 responses. (CC0 1.0) Baquero-Tomas, M. (2026). Dificultades en regulacion emocional, ansiedad y depresion en estudiantes universitarios espanoles [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MXYEMC | link |
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| baquerotomas_2026_neoffi | NEO Five-Factor Inventory items, 1-5. 566 respondents x 9 items = 5094 responses. (CC0 1.0) Baquero-Tomas, M. (2026). Dificultades en regulacion emocional, ansiedad y depresion en estudiantes universitarios espanoles [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MXYEMC | link |
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| baquerotomas_2026_phq9 | Patient Health Questionnaire-9, 0-3. 566 respondents x 9 items = 5094 responses. (CC0 1.0) Baquero-Tomas, M. (2026). Dificultades en regulacion emocional, ansiedad y depresion en estudiantes universitarios espanoles [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MXYEMC | link |
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| baquerotomas_2026_pil | Purpose in Life test, 1-7. 566 respondents x 20 items = 11320 responses. (CC0 1.0) Baquero-Tomas, M. (2026). Dificultades en regulacion emocional, ansiedad y depresion en estudiantes universitarios espanoles [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MXYEMC | link |
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| baquerotomas_2026_spsi | Social Problem-Solving Inventory, 0-4. 566 respondents x 25 items = 14150 responses. (CC0 1.0) Baquero-Tomas, M. (2026). Dificultades en regulacion emocional, ansiedad y depresion en estudiantes universitarios espanoles [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MXYEMC | link |
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| bard_2018_neuroenhancement conjoint · source = "conj" |
Online quota-sample respondents in 10 European countries and the USA (2016, n = 11,716) each read one employment and one education vignette about a protagonist who decides to use a cognitive enhancer, with randomized gender, enhancer type (pill or brain-stimulation device), current performance and efficacy (10% or 50%), and rated whether they would make the same choice (0-10). (CC BY 4.0) Bard, I., Gaskell, G., Allansdottir, A., da Cunha, R. V., Eduard, P., Hampel, J., Hildt, E., Hofmaier, C., Kronberger, N., Laursen, S., Meijknecht, A., Nordal, S., Quintanilha, A., Revuelta, G., Saladié, N., Sándor, J., Santos, J. B., Seyringer, S., Singh, I., Somsen, H., Toonders, W., Torgersen, H., Torre, V., Varju, M., & Zwart, H. (2018). Bottom up ethics - Neuroenhancement in education and employment. Neuroethics, 11(3), 309-322. | link |
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| bari_2025_deposit_inclusion conjoint · source = "conj" |
Slum-dwelling households in Khulna, Bangladesh compared hypothetical deposit products described by documentation requirement, service charge, linked facility, help desk and return type, in 5 choice sets of two products each, with a no-product option. 250 respondents, 2,500 profile rows; outcomes are the first-ranked option, the forced A/B choice and each profile's rank. (CC BY 4.0) Bari, M. A. (2025). Financial Inclusion Strategies Conjoint [Data set]. Mendeley Data. | link |
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| barnes_2024_tax_levers conjoint · source = "conj" |
9,713 UK adults (YouGov, October 2021) each chose once between two randomly paired revenue-equivalent tax changes (a lever, its status quo and the required change), with the direction (raise/cut), the revenue size (£1bn/£10bn) and pro/con/no arguments randomized per task. Outcome: choice with an opt-out ('equally good or bad', 'don't know'); survey weight included. (CC0 1.0) Barnes, L., de Romémont, J., & Lauderdale, B. E. (2024). Public preferences over changes to the composition of government tax revenue. British Journal of Political Science, 54(4), 1457-1467. | link |
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| barnes_2025_valence_framing conjoint · source = "conj" |
Discrete choice experiment on valence framing: 410 UK online respondents chose between two unlabelled train alternatives (cost, time, seat availability, service quality, CO2 emissions) whose attributes were worded in gain or loss frames; 16 forced choices each, eight framing versions. (CC BY 4.0) Barnes, O., Hess, S., & Hancock, T. (2025). Valence framing in multi-attribute decision-making [Dataset]. University of Leeds. | link |
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| barnett_2024_journal_choice conjoint · source = "conj" |
Health and medical researchers (online survey, 2024, n = 616) chose between two hypothetical journals in 10 sets (8 design sets, a dominant set and a retest) varying impact factor, formatting, decision speed, review quality, the editor's acceptance condition and usefulness for promotion. (CC BY 4.0) Barnett, A. (2024). agbarnett/publication_preferences: R code and data for publication preferences discrete choice experiment (Version v1.0) [Data set]. Zenodo. | link |
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| barnett_2025_politicians_morocco conjoint · source = "conj" |
Moroccan survey respondents (n = 927) each evaluated 6 hypothetical politician (MP) profiles one at a time, varying on 7 attributes (gender, party, education, character, legislative productivity, policy priorities, family status); outcomes are whether they would re-elect the politician and a 1-10 competence rating. (CC BY-NC 4.0) Barnett, C., Blackman, A., & Shalaby, M. (2025). Gender stereotypes in autocracies: Experimental evidence from Morocco. The Journal of Politics, 87(3), 995-1011. | link |
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| barnett_2025_quota_politicians conjoint · source = "conj" |
Moroccan adults (face-to-face national survey, 2023) read one vignette about an MP whose gender/mode of election (district vs gender quota) and collaboration (own party vs other parties) were randomized, and rated the MP's competence, pawn-likeness and cooperativeness on 1-10 scales. 914 respondents. (CC0 1.0) Barnett, C., Blackman, A., & Shalaby, M. (2025). Competent legislators or mere pawns? Experimental evidence of attitudes toward gender quota politicians. Political Science Research and Methods, 13(4). | link |
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| barnett_2026_morocco_candidates conjoint · source = "conj" |
Moroccan face-to-face respondents (n = 873, 2023) compared 4 pairs of hypothetical parliamentary candidates on 7 attributes including gender, saying which they prefer, which men and which women in their community would prefer, and rating each candidate's competence 1-10. (CC BY-NC 4.0) Barnett, C., Blackman, A., & Shalaby, M. (2026). Misperceptions of male bias against female candidates: An obstacle to women's political representation? Political Behavior. | link |
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| barnfield_2023_policy_discounting conjoint · source = "conj" |
UK adults on Prolific chose between two hypothetical life-saving policies that varied by lives saved, policy area, cost and how long until the payoff (stated relative to the respondent's lifetime). 1,168 respondents (qualitative-delay version only), 8 paired forced-choice tasks. (CC BY 4.0) Barnfield, M. (2023). Policy Discounting Across and Beyond the Lifespan, 2023 [Data collection]. UK Data Service. | link |
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| barnum_2026_bystander_video conjoint · source = "conj" |
2,028 US adults each watched one video of a crime in progress in which the offenders' race (Black or White) and the victim's race (Black or White) were randomized, then rated how likely they would be to call the police, find witnesses, take a picture, follow, confront or detain the offenders, and how unsafe physical intervention would be. (CC0 1.0) Barnum, T. C., Herman, S., Nagin, D. S., & Pickett, J. T. (2026). Understanding bystander decision-making: Experimental evidence on when and how people respond to crime. Criminology. | link |
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| bartoli_2022_badge_notifications | Badge-notification enablement per named app, 15 items, 0/100, N=1009 (CC BY 4.0) Bartoli, N., et al. (2022). Driven by notifications - exploring the effects of badge notifications on user experience. PLOS ONE. | link |
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| baruah_2026_qfi | 10 items on cues used to identify fake news (1-5 agreement), 226 Indian students and professionals (CC BY 4.0) Baruah, K. (2026). Fake News Quotient: an exploratory analysis of information literacy on fake news identification, tactics and trust-repair responses. Zenodo. | link |
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| baruah_2026_qfta | 10 items on fact-checking tactics applied (1-5 agreement), 226 respondents (CC BY 4.0) Baruah, K. (2026). Fake News Quotient: an exploratory analysis of information literacy on fake news identification, tactics and trust-repair responses. Zenodo. | link |
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| baruah_2026_trr_att | 7 items on causes the respondent attributes for having believed fake news (1-5 agreement), 226 respondents (CC BY 4.0) Baruah, K. (2026). Fake News Quotient: an exploratory analysis of information literacy on fake news identification, tactics and trust-repair responses. Zenodo. | link |
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| baruah_2026_trr_own | 7 items on the respondent's own reactions to having believed fake news (1-5 agreement), 226 respondents (CC BY 4.0) Baruah, K. (2026). Fake News Quotient: an exploratory analysis of information literacy on fake news identification, tactics and trust-repair responses. Zenodo. | link |
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| baseke_2026_besaa3 | Body Esteem Scale for Adolescents and Adults, the three appearance items used by the study (0-4 agreement), from 2,493 Kenyan secondary-school adolescents, May-June 2023. (CC BY-NC-SA 4.0) Baseke, R., Kilonzo, R., Ngesa, M., Mwende, P., & Osborn, T. (2026). A dataset on adolescent mental health in Kenya. Data in Brief, 65, 112513. | link |
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| baseke_2026_ccas | Climate Change Anxiety Scale (10 items, 1-5 frequency) from 2,823 Kenyan secondary-school adolescents, May-June 2023. (CC BY-NC-SA 4.0) Baseke, R., Kilonzo, R., Ngesa, M., Mwende, P., & Osborn, T. (2026). A dataset on adolescent mental health in Kenya. Data in Brief, 65, 112513. | link |
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| baseke_2026_css11 | COVID-19 Stressors Scale, 11-item adolescent adaptation, from 2,749 Kenyan secondary-school adolescents, May-June 2023. (CC BY-NC-SA 4.0) Baseke, R., Kilonzo, R., Ngesa, M., Mwende, P., & Osborn, T. (2026). A dataset on adolescent mental health in Kenya. Data in Brief, 65, 112513. | link |
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| baseke_2026_epv7 | Exposure to ethnic-political violence (7 items, 0-2 frequency, adapted from the Political Life Events scale) from 2,628 Kenyan secondary-school adolescents, May-June 2023. (CC BY-NC-SA 4.0) Baseke, R., Kilonzo, R., Ngesa, M., Mwende, P., & Osborn, T. (2026). A dataset on adolescent mental health in Kenya. Data in Brief, 65, 112513. | link |
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| baseke_2026_gad7 | GAD-7 anxiety symptoms (7 items, 0-3) from 5,553 Kenyan secondary-school adolescents across two school-based surveys in May-June 2023. (CC BY-NC-SA 4.0) Baseke, R., Kilonzo, R., Ngesa, M., Mwende, P., & Osborn, T. (2026). A dataset on adolescent mental health in Kenya. Data in Brief, 65, 112513. | link |
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| baseke_2026_phq8 | PHQ-8 depression symptoms (8 items, 0-3) from 5,513 Kenyan secondary-school adolescents across two school-based surveys in May-June 2023. (CC BY-NC-SA 4.0) Baseke, R., Kilonzo, R., Ngesa, M., Mwende, P., & Osborn, T. (2026). A dataset on adolescent mental health in Kenya. Data in Brief, 65, 112513. | link |
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| baseke_2026_smd9 | Social Media Disorder Scale (9 items, yes/no) from 2,624 Kenyan secondary-school adolescents, May-June 2023. (CC BY-NC-SA 4.0) Baseke, R., Kilonzo, R., Ngesa, M., Mwende, P., & Osborn, T. (2026). A dataset on adolescent mental health in Kenya. Data in Brief, 65, 112513. | link |
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| baseler_2022_cognitive | Self-rated cognitive problems (memory, concentration, conversation, thinking, mental fatigue, low mood, fatigue), 9 items. 5,428 adults (mostly UK) in an online survey and memory quiz, 2021. 'During the COVID-19 pandemic, have you had MORE problems with ...', 1 none, 2 mild, 3 moderate, 4 severe. Covariate: age range. (CC BY 4.0) Baseler HA, Aksoy M, Salawu A, Green A, Asghar AUR (2022) The negative impact of COVID-19 on working memory revealed using a rapid online quiz. PLoS ONE 17(11): e0269353. https://doi.org/10.1371/journal.pone.0269353 | link |
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| baseler_2022_sensory | Self-rated sensory problems (vision, hearing, smell, taste, touch or pain, balance, dizziness), 7 items. 5,428 adults (mostly UK) in an online survey and memory quiz, 2021. 'During the COVID-19 pandemic, have you had MORE problems with ...', 1 none, 2 mild, 3 moderate, 4 severe. Covariate: age range. (CC BY 4.0) Baseler HA, Aksoy M, Salawu A, Green A, Asghar AUR (2022) The negative impact of COVID-19 on working memory revealed using a rapid online quiz. PLoS ONE 17(11): e0269353. https://doi.org/10.1371/journal.pone.0269353 | link |
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| basinska_2023_bat23 | Burnout Assessment Tool (BAT-23: exhaustion, mental distance, cognitive and emotional impairment; 5-point) completed by 803 employees in Poland (sample 2, 2020). (CC BY 4.0) Basinska, B. A., & Dåderman, A. M. (2023). Psychometric properties of the Bern illegitimate tasks scale using classical test and item response theories. Scientific Reports, 13, 7211. https://doi.org/10.1038/s41598-023-34006-0 | link |
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| basinska_2023_bits_s1 | Polish Bern Illegitimate Tasks Scale (BITS, 9 items, 5-point) completed by 965 employees in Poland (sample 1, 2019). (CC BY 4.0) Basinska, B. A., & Dåderman, A. M. (2023). Psychometric properties of the Bern illegitimate tasks scale using classical test and item response theories. Scientific Reports, 13, 7211. https://doi.org/10.1038/s41598-023-34006-0 | link |
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| basinska_2023_bits_s2 | Polish Bern Illegitimate Tasks Scale (BITS, 9 items, 5-point) completed by 803 employees in Poland (sample 2, 2020). (CC BY 4.0) Basinska, B. A., & Dåderman, A. M. (2023). Psychometric properties of the Bern illegitimate tasks scale using classical test and item response theories. Scientific Reports, 13, 7211. https://doi.org/10.1038/s41598-023-34006-0 | link |
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| basinska_2023_work_overload | Work overload scale (4 items, 5-point) completed by 803 employees in Poland (sample 2, 2020). (CC BY 4.0) Basinska, B. A., & Dåderman, A. M. (2023). Psychometric properties of the Bern illegitimate tasks scale using classical test and item response theories. Scientific Reports, 13, 7211. https://doi.org/10.1038/s41598-023-34006-0 | link |
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| bate_2019_srq | Super-Recognizer Questionnaire (SRQ), 20 self-report items on a 1-5 scale; 415 adults pooled from a top-end civilian sample (n=264) and a police sample (n=151). (CC BY 4.0) Bate S, Dudfield G. 2019. Subjective assessment for super recognition: an evaluation of self-report methods in civilian and police participants. PeerJ 7:e6330. | link |
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| bateman_2026_dass21 | DASS-21, 21 items 0-3, 369 Jamaican adults; the deposit's -999 missing-data sentinel is dropped rather than shipped. Item text not shipped: the workbook holds bare codes and .xlsx carries no label level. (CC BY 4.0) Bateman, A. (2026). The DASS-16: Exploring Validity Evidence for a Modified Version of the Depression, Anxiety, and Stress Scale in Jamaican Adults [Dataset]. Zenodo. | link |
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| bateman_2026_depression | Seven depression-symptom items (0-3; instrument not named in the deposit) completed by the same 314 physically active Jamaican adults. (CC BY 4.0) Bateman, A. (2026). Examining validity evidence for a positively worded Rosenberg Self-Esteem Scale and its association with depression symptoms in a physically active Jamaican sample [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19137231 | link |
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| bateman_2026_prse | Positively worded Rosenberg Self-Esteem Scale (10 items) completed by 314 physically active Jamaican adults. (CC BY 4.0) Bateman, A. (2026). Examining validity evidence for a positively worded Rosenberg Self-Esteem Scale and its association with depression symptoms in a physically active Jamaican sample [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19137231 | link |
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| batistafoguet_2021_mlq | 45-item Multifactor Leadership Questionnaire (MLQ-5X, 1-5 scale), US online sample recruited via Prolific (N=300). (CC BY 4.0) Batista-Foguet J, Esteve M, van Witteloostuijn A (2021) Measuring leadership an assessment of the Multifactor Leadership Questionnaire. PLoS ONE. | link |
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| batool_2024_ai_attitudes | The 20-item General Attitudes towards Artificial Intelligence Scale (GAAIS, positive and negative subscales) answered by the same 272 students on a 1-5 scale. Responses are UN-REVERSED back to raw agreement, as for the Big Five table: the deposit stored the 8 negative-subscale items reverse-scored. Item codes are gaais_ . Two isolated out-of-range cells were dropped. (CC BY 4.0) Batool, A., & Khan, A. (2024). SPSS data file and output file for study "Relationship Between Big Five Personality Traits and Attitudes Towards Artificial Intelligence" [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.13760224 |
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| batool_2024_big_five | The 44-item Big Five Inventory (BFI-44) answered by 272 Pakistani university students on a 1-5 agree/disagree scale. Responses are UN-REVERSED back to raw agreement: the deposit stored 15 of the 44 items reverse-scored, which would have put two opposite response directions in one table, so the R_-prefixed columns were restored with 6-x and 5 now always means 'agree strongly'. Item codes are bfi_ |
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| baudin_2024_static99r | Static-99R actuarial sexual-recidivism risk assessment (9 behavioral items; age at release kept as a covariate) scored on a Swedish forensic-psychiatric clinical cohort, N=146. (CC BY 4.0) Baudin C, Grimby-Ekman A, Nilsson T, Wallinius M, Andiné P (2024). Exploratory rasch analysis of a static-99R clinical cohort assessment. PLOS ONE 19(7):e0307216. | link |
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| baumann_2023_distractions | Working-from-home distraction inventory, 31 items, 1-5: 13 distraction sources at wave 1 and the same 13 plus smartphone, TV, shopping, games and ads at wave 3. 262 employees recruited on Prolific and surveyed in three waves, randomly assigned to one of four self-control strategy conditions; items carry the deposit's wave suffix; cov_age, cov_sex, cov_educ, cov_income, cov_children. (CC BY 4.0) Baumann, J., Danilov, A., & Stavrova, O. (2023). Self-control and performance while working from home. PLOS ONE, 18(3), e0282862. | link |
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| baumann_2023_satisfaction | Single-item satisfaction ratings for nine domains (life, health, sleep, job, income, free time, working from home, chores, childcare) at each of three waves, 27 items, 0-10. 262 employees recruited on Prolific and surveyed in three waves, randomly assigned to one of four self-control strategy conditions; items carry the deposit's wave suffix; cov_age, cov_sex, cov_educ, cov_income, cov_children. (CC BY 4.0) Baumann, J., Danilov, A., & Stavrova, O. (2023). Self-control and performance while working from home. PLOS ONE, 18(3), e0282862. | link |
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| baumann_2023_strategy | Self-control strategy-use reports (removed distractions, reminded of goals, gave in later, recalled why distraction was bad, used willpower, gave in), 6 items at each of waves 2 and 3, 12 items, 1-5. 262 employees recruited on Prolific and surveyed in three waves, randomly assigned to one of four self-control strategy conditions; items carry the deposit's wave suffix; cov_age, cov_sex, cov_educ, cov_income, cov_children. (CC BY 4.0) Baumann, J., Danilov, A., & Stavrova, O. (2023). Self-control and performance while working from home. PLOS ONE, 18(3), e0282862. | link |
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| baumgaertner_2018_vaccine_trust | Vaccination-likelihood items (2 batteries of 3) predicted by political ideology and trust, US survey sample (CC BY 4.0) Baumgaertner B, Carlisle JE, Justwan F (2018). The influence of political ideology and trust on willingness to vaccinate. PLOS ONE, 13(1), e0191728. https://doi.org/10.1371/journal.pone.0191728 | link |
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| bauwens_2022_autonomy | Job autonomy (3 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_empowering_leadership | Empowering leadership (Pearce & Sims; 6 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_engagement | Work engagement, UWES-3 (3 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_exhaustion | Emotional exhaustion (Schaufeli et al. 1996; 5 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_lmx | Leader-member exchange, LMX-7 (7 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_quality_of_care | Quality of care delivered (Aiken et al. 2002; 3 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_red_tape | Red tape (6 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_safety_of_care | Safety of care climate (6 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_supervisory_support | Perceived supervisory support (4 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_technostress_creators | Technostress creators: overload, invasion, complexity, insecurity, uncertainty (23 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_technostress_inhibitors | Technostress inhibitors: technical support, literacy facilitation, involvement facilitation (13 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| bauwens_2022_work_pressure | Work pressure (3 items, 1-7) for 339 Dutch childcare workers (online survey, autumn 2020; cluster_id = childcare facility). (CC BY 4.0) Bauwens, R., Denissen, M., Van Beurden, J., & Coun, M. (2021). Can Leaders Prevent Technology From Backfiring? Empowering Leadership as a Double-Edged Sword for Technostress in Care. Frontiers in Psychology, 12, 702648. https://doi.org/10.3389/fpsyg.2021.702648 | link |
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| baydhowi_2021_national_identity | National Identity Scale under development, 20 items scored 1-5, from 300 Indonesian respondents. Items ni_03, ni_05, ni_11 and ni_17 are reverse-worded per the source's own '(-)' header marker; responses are shipped as deposited, not re-reversed. (CC BY 4.0) Baydhowi, Purwono, U., & Siswadi, A. G. P. (2021). Developing National Identity Scale: As Indonesian Case. Zenodo. | link |
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| baydhowi_2026_national_identity | Eighteen National Identity Scale items, 1-5, 504 Indonesian students; a later 18-item form of the scale in baydhowi_2021_national_identity, from a different sample (zero response-vector overlap). Item codes come from the author's own item-number row, not column position. Item text not shipped: the workbook holds item numbers, no stems. (CC BY 4.0) Baydhowi (2026). Data Set for Assessing Cross-Group Equivalence of the National Identity Scale [Dataset]. Zenodo. | link |
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| bayer_2026_migration_destinations conjoint · source = "conj" |
Nigerian adults recruited through Facebook/Instagram ads chose which of two hypothetical destination countries they would rather migrate to, in 6 pairs varying jobs, climate risks, access to healthcare, family reunification, settlement rights and elections. 3,326 respondents (of the authors' 3,450 completes); forced choice. (CC0 1.0) Bayer, P., Ozturk, A., & Pardos-Prado, S. (2026). Climate migration or climate immobility? Evidence from micro-level causal analysis of migration intentions in Nigeria. Journal of Ethnic and Migration Studies. | link |
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| baysan_2026_ai_attitudes | Attitudes toward artificial intelligence, 20 items, 1-5 (items 13-20 reverse-keyed and flipped). 403 nursing students. Covariates: age, gender, grade, AI use, AI use frequency. (CC0 1.0) Baysan, Aydan (2026). Dataset for "Nursing Students' Attitudes Toward Artificial Intelligence: The Roles of Self-Directed Learning and AI Usage" [dataset]. Harvard Dataverse. | link |
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| baysan_2026_self_directed_learning | Self-directed learning, 21 items, 1-5. 403 nursing students. Covariates: age, gender, grade, AI use, AI use frequency. (CC0 1.0) Baysan, Aydan (2026). Dataset for "Nursing Students' Attitudes Toward Artificial Intelligence: The Roles of Self-Directed Learning and AI Usage" [dataset]. Harvard Dataverse. | link |
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| bcti21_kay_2025 | Item-level responses from the Belief in Conspiracy Theories Inventory-21 (BCTI-21), adminstered once in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| beaucousin_2025_green_investments conjoint · source = "conj" |
Quota-representative Dutch respondents (n = 1,541) each chose between 8 pairs of proposed green investments described by 4 randomized attributes (type, effect, place of investment, financing); outcome: forced choice. (CC0 1.0) Beaucousin, J., Kantorowicz, J. J., & Moszoro, M. W. (2025). Building support for green investments. Applied Economics Letters. | link |
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| bechard_2024_bond_referendums conjoint · source = "conj" |
Rhode Island registered voters (731 after the authors' filters) voted yes or no on hypothetical state bonds on ballots of 1, 3 or 5 bonds; bond type, price ($20-500 million) and ballot size were varied. One yes/no vote per bond seen, 1,831 votes. (CC0 1.0) Bechard, A., Lang, C., & Pearson-Merkowitz, S. (2024). Voter approval of bond referendums: The role of bond amount and ballot characteristics. State Politics & Policy Quarterly, 24(1), 53-76. | link |
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| bechtel_2013_climate_agreements_de conjoint · source = "conj" |
Climate-agreement conjoint: 2,000 adults in Germany (YouGov internet sample, summer 2012) each compared 4 pairs of hypothetical global climate agreements varying household cost, cost distribution, participating countries, emissions covered, sanctions and monitoring body; outcomes are a forced choice and a 1-10 referendum vote rating. (CC0 1.0) Bechtel, M. M., & Scheve, K. F. (2013). Mass support for global climate agreements depends on institutional design. Proceedings of the National Academy of Sciences, 110(34), 13763-13768. | link |
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| bechtel_2013_climate_agreements_fr conjoint · source = "conj" |
Climate-agreement conjoint: 2,000 adults in France (YouGov internet sample, summer 2012) each compared 4 pairs of hypothetical global climate agreements varying household cost, cost distribution, participating countries, emissions covered, sanctions and monitoring body; outcomes are a forced choice and a 1-10 referendum vote rating. (CC0 1.0) Bechtel, M. M., & Scheve, K. F. (2013). Mass support for global climate agreements depends on institutional design. Proceedings of the National Academy of Sciences, 110(34), 13763-13768. | link |
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| bechtel_2013_climate_agreements_uk conjoint · source = "conj" |
Climate-agreement conjoint: 2,000 adults in United Kingdom (YouGov internet sample, summer 2012) each compared 4 pairs of hypothetical global climate agreements varying household cost, cost distribution, participating countries, emissions covered, sanctions and monitoring body; outcomes are a forced choice and a 1-10 referendum vote rating. (CC0 1.0) Bechtel, M. M., & Scheve, K. F. (2013). Mass support for global climate agreements depends on institutional design. Proceedings of the National Academy of Sciences, 110(34), 13763-13768. | link |
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| bechtel_2013_climate_agreements_us conjoint · source = "conj" |
Climate-agreement conjoint: 2,500 adults in United States (YouGov internet sample, summer 2012) each compared 4 pairs of hypothetical global climate agreements varying household cost, cost distribution, participating countries, emissions covered, sanctions and monitoring body; outcomes are a forced choice and a 1-10 referendum vote rating. (CC0 1.0) Bechtel, M. M., & Scheve, K. F. (2013). Mass support for global climate agreements depends on institutional design. Proceedings of the National Academy of Sciences, 110(34), 13763-13768. | link |
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| bechtel_2017_bailouts conjoint · source = "conj" |
German voters (online survey, January 2012) rated and chose between two Eurozone bailout proposals in up to 4 comparisons, with proposals varying Germany's contribution and share, the creditor haircut, austerity conditions, the endorser and the receiving country. 4,655 respondents; 0-6 referendum-vote rating and a forced choice. (CC0 1.0) Bechtel, M. M., Hainmueller, J., & Margalit, Y. (2017). Policy design and domestic support for international bailouts. European Journal of Political Research, 56(4), 864-886. | link |
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| bechtel_2020_income_reforms conjoint · source = "conj" |
US online quota sample (Respondi, Sept/Oct 2016; n=2,721) compared up to 4 pairs of policy proposals described only by their income effects (-$5,000 to +$5,000) on the US average, the respondent's own income, their sector's average, and people earning about $10,000, $85,000 and $375,000 a year; they chose one and rated each 1-10 for referendum vote. (CC0 1.0) Bechtel, M. M., & Liesch, R. (2020). Reforms and redistribution: Disentangling the egoistic and sociotropic origins of voter preferences. Public Opinion Quarterly, 84(1), 1-23. | link |
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| bechtel_2020_income_reforms_pilot conjoint · source = "conj" |
US MTurk sample (May/June 2016; n=307) compared up to 4 pairs of policy proposals described by their income effects in percent (-5% to +5%) on the US average, own income, own sector, and people earning about $10,000, $85,000 and $375,000 a year, and chose one. (CC0 1.0) Bechtel, M. M., & Liesch, R. (2020). Reforms and redistribution: Disentangling the egoistic and sociotropic origins of voter preferences. Public Opinion Quarterly, 84(1), 1-23. | link |
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| bechtel_2020_income_reforms_validation conjoint · source = "conj" |
US MTurk sample (n=2,003, of 2,300 fielded) compared up to 15 pairs of proposals described by their income effects (-$5,000 to +$5,000) on five income bands (under $18,000 to over $100,000), framed (randomly, per respondent) as generic, health care or trade policies or candidates' platforms, and chose one. (CC0 1.0) Bechtel, M. M., & Liesch, R. (2020). Reforms and redistribution: Disentangling the egoistic and sociotropic origins of voter preferences. Public Opinion Quarterly, 84(1), 1-23. | link |
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| bechtel_2022_climate_multilateralism conjoint · source = "conj" |
Respondents in the US, UK, Germany and France (n = 8,075; YouGov panels, 2018-2019) chose between two climate-policy scenarios, each specifying monthly household costs, cost path over time and the adaptation/mitigation split for both their own country and other major economies; 8 tasks, forced choice, plus a 1-10 effectiveness rating (US only). (CC0 1.0) Bechtel, M. M., Scheve, K. F., & van Lieshout, E. (2022). Improving public support for climate action through multilateralism. Nature Communications, 13, 6441. | link |
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| bechtel_2022_disaster_relief conjoint · source = "conj" |
2,618 US citizens (Respondi online quota panel, December 2016) each split $10 million of disaster relief between two hypothetical disaster-hit counties in 4 tasks; counties varied economic damage, fatalities, household income, unemployment and 2012 presidential vote, with the president's party varied per task. Outcome: amount allocated (rating, $ million, 0-10). (CC0 1.0) Bechtel, M. M., & Mannino, M. (2022). Retrospection, fairness, and economic shocks: How do voters judge policy responses to natural disasters? Political Science Research and Methods, 10(2), 260-278. | link |
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| beck_2021_cdrisc10 | 10-item Connor-Davidson Resilience Scale (CD-RISC-10), 0-4 scale, same COVID-19 cohort as beck_2021_hads (CC BY 4.0) Beck K, Vincent A, Becker C, Keller A, Cam H, Schaefert R, et al. (2021) Prevalence and factors associated with psychological burden in COVID-19 patients and their relatives: A prospective observational cohort study. PLoS ONE 16(5): e0250590. | link |
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| beck_2021_hads | 14-item Hospital Anxiety and Depression Scale (HADS), 0-3-style scoring recoded 1-4 in source, from a COVID-19 cohort of patients and relatives (CC BY 4.0) Beck K, Vincent A, Becker C, Keller A, Cam H, Schaefert R, et al. (2021) Prevalence and factors associated with psychological burden in COVID-19 patients and their relatives: A prospective observational cohort study. PLoS ONE 16(5): e0250590. | link |
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| beck_2021_iesr | 22-item Impact of Event Scale-Revised (IES-R), 4-point scale, same COVID-19 cohort as beck_2021_hads (CC BY 4.0) Beck K, Vincent A, Becker C, Keller A, Cam H, Schaefert R, et al. (2021) Prevalence and factors associated with psychological burden in COVID-19 patients and their relatives: A prospective observational cohort study. PLoS ONE 16(5): e0250590. | link |
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| beck_2021_pss10 | 10-item Perceived Stress Scale (PSS-10), 5-point scale, same COVID-19 cohort as beck_2021_hads (CC BY 4.0) Beck K, Vincent A, Becker C, Keller A, Cam H, Schaefert R, et al. (2021) Prevalence and factors associated with psychological burden in COVID-19 patients and their relatives: A prospective observational cohort study. PLoS ONE 16(5): e0250590. | link |
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| becker_2025_basic_income conjoint · source = "conj" |
Paired conjoint on universal basic income designs in Germany: 3,076 respondents compared 5 pairs of UBI proposals varying eligibility by citizenship, residence requirement, jurisdiction (Germany or Hamburg), conditions, monthly amount and financing; outcomes are a forced choice and a 0-10 support rating of each proposal. (CC0 1.0) Becker, B., & Schwander, H. (2025). Who wants what, and why? Attitude polarization and political viability of UBI. Journal of European Social Policy. | link |
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| becker_2025_tax_packages conjoint · source = "conj" |
Tax-reform conjoint: 921 German adults (Lucid quota sample, 2021 federal election campaign) each compared 5 pairs of reform packages varying personal income, inheritance and corporate taxes, and chose which package contributes more to reducing inequality and which more to economic growth. (CC0 1.0) Becker, B., Castanho Silva, B., & Lierse, H. (2025). Taxing your cake and growing it too: Public beliefs on the dual benefits of progressive taxation. Journal of Public Policy, 46, 1-20. | link |
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| becker_2026_housing_text conjoint · source = "conj" |
1,706 White US adults (Cint, October 2024) saw a text profile for a hypothetical housing development in their neighborhood with housing type (single-family/apartments), racial makeup of the expected residents (Black/White) and monthly cost ($1,500/$3,000/$4,500) randomized, and said whether they would vote to support building it (yes/no). (CC0 1.0) Becker, C. (2026). "We need the right kind of people in this neighborhood": Racial motivation in opposition to new housing construction. Political Science Research and Methods, 1-21. | link |
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| begum_2026_hama | Hamilton Anxiety Rating Scale (HAM-A), 14 items, 0-4, self-rated; N = 10,008 respondents across Bangladesh (2022-2024); sociodemographic covariates and clinician severity labels. (CC BY 4.0) Begum, Khalib, Mahmud, Piyas et al. (2026). Onidra: A Clinically Annotated Survey Dataset for Insomnia and Anxiety Assessment Based on ISI and HAM-A. Mendeley Data, V1. https://doi.org/10.17632/sg2whyws4h | link |
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| begum_2026_isi | Insomnia Severity Index (ISI), 7 items, 0-4; N = 10,008 respondents across Bangladesh (2022-2024); sociodemographic covariates and clinician severity labels (cov_clinician_insomnia, cov_clinician_anxiety). (CC BY 4.0) Begum, Khalib, Mahmud, Piyas et al. (2026). Onidra: A Clinically Annotated Survey Dataset for Insomnia and Anxiety Assessment Based on ISI and HAM-A. Mendeley Data, V1. https://doi.org/10.17632/sg2whyws4h | link |
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| beh_boredom_bieleke2022 | Adaptive and maladaptive behaviors (CC BY 4.0) Bieleke, M., Ripper, L., Schüler, J., & Wolff, W. (2022). Boredom is the root of all evil—or is it? A psychometric network approach to individual differences in behavioural responses to boredom. Royal Society open science, 9(9), 211998. | link |
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| behrman_2026_family_scenarios conjoint · source = "conj" |
Preferred-family-scenario conjoint on the NORC AmeriSpeak panel, 15 September - 4 October 2023 (TESS): 1,794 US women aged 18-35 x 6 paired tasks x 2 profiles (21,528 rows). Respondents chose which of two "life situations" they would personally prefer (choice) and rated each one's desirability 0-10 (rating, asked for the first five pairs only). Six attributes, with the displayed wording as levels: parity (You have no children .. four children), economic resources (plenty extra / just enough / struggles to pay your bills each month), division of care and housework (six displayed forms), time intensity of work (60 / 40 / 25 hours a week / You do not have a job), family policy (generous support / a $300 monthly child tax credit / a designed blank third condition, stored as (not shown)) and marital status (married / single / unmarried and living with a partner). Two documented restrictions: a scenario with zero children never mentions childcare, and a single scenario uses only a "You do most of the household work" care level. Attribute order was randomized once per respondent (attrpos_*). The sixth pair repeats the first with the profiles swapped and carries trial_repeat_of = 1; the authors exclude it, which is why the article counts five pairs. Per-task screen times are in trial_time_choice_sec and trial_time_rating_sec. Covariates: both NORC survey weights, age, education, race, income band, marital status, employment, 7-point party ID, ideology, religion and attendance, region, metro flag, household size and the household's children by age band, state, device, the respondent's own number of children, and the manipulation check as cov_attention_pass_1. Conjoint layout (data/conjoint/README.md). (CC BY 4.0) Behrman, J. A., Marshall, E., & Percheski, C. (2026). Economic resources and parity among US women: A conjoint experiment on preferred family scenarios. Demographic Research, 54(34), 1095-1124. https://doi.org/10.4054/DemRes.2026.54.34 | link |
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| beisermcgrath_2019_paris_cn conjoint · source = "conj" |
3,000 Chinese online respondents each chose between 5 pairs of hypothetical coal-tax climate policies varying household cost, agreement type, decision process, large-emitter partners, number of member countries and compensation for coal regions, after a randomized information treatment on coal consumption. Outcome: forced choice. (CC0 1.0) Beiser-McGrath, L. F., & Bernauer, T. (2019). Commitment failures are unlikely to undermine public support for the Paris agreement. Nature Climate Change, 9(3), 248-252. | link |
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| beisermcgrath_2019_paris_us conjoint · source = "conj" |
3,007 US online respondents each chose between 5 pairs of hypothetical coal-tax climate policies varying household cost, agreement type, decision process, large-emitter partners, number of member countries and compensation for coal regions, after a randomized information treatment on coal consumption. Outcome: forced choice. (CC0 1.0) Beiser-McGrath, L. F., & Bernauer, T. (2019). Commitment failures are unlikely to undermine public support for the Paris agreement. Nature Climate Change, 9(3), 248-252. | link |
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| beisermcgrath_2019_revenue_de conjoint · source = "conj" |
Germany respondents (n=3620, Ipsos quota panel, 2018) chose between and rated pairs of carbon tax proposals varying in tax level, import and export exemptions, other countries' participation and (for a random half) the use of the revenue; 5 tasks x 2 profiles, outcomes choice and 1-7 support rating. (CC BY 4.0) Beiser-McGrath, L. F., & Bernauer, T. (2019). Could revenue recycling make effective carbon taxation politically feasible? Science Advances, 5(9), eaax3323. | link |
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| beisermcgrath_2019_revenue_us conjoint · source = "conj" |
United States respondents (n=3640, Ipsos quota panel, 2018) chose between and rated pairs of carbon tax proposals varying in tax level, import and export exemptions, other countries' participation and (for a random half) the use of the revenue; 5 tasks x 2 profiles, outcomes choice and 1-7 support rating. (CC BY 4.0) Beiser-McGrath, L. F., & Bernauer, T. (2019). Could revenue recycling make effective carbon taxation politically feasible? Science Advances, 5(9), eaax3323. | link |
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| beisermcgrath_2022_vehicle_delhi conjoint · source = "conj" |
New Delhi residents (Ipsos online quota samples, two waves Nov-Dec 2017, n = 1,501) chose between and rated (1-7) 5 pairs of vehicle-pollution policy bundles combining a fuel tax, an odd-even rule, a ban on old vehicles and a vehicle ownership permit. (CC0 1.0) Beiser-McGrath, L. F., Bernauer, T., & Prakash, A. (2022). Command and control or market-based instruments? Public support for policies to address vehicular pollution in Beijing and New Delhi. Environmental Politics, 32(4), 586-618. | link |
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| beisermcgrath_2024_energy_policy conjoint · source = "conj" |
1,180 UK respondents (Lucid, August 2022) compared 5 pairs of hypothetical government energy policies varying energy source, funding, import restrictions, subsidies and support scheme, after a randomized framing message (control, economy, security). Outcomes: forced choice between the two policies and 1-5 support for each. (CC0 1.0) Beiser-McGrath, L. F. (2024). Energy policy preferences in times of crisis: Evidence from survey experiments in the UK. Journal of Political Institutions and Political Economy, 5(4), 555-579. | link |
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| bekteshi_2024_eri_effort | Effort-Reward Imbalance questionnaire, effort scale (6 items, 1-6), Albanian version, for 216 nurses and midwives at Shkodra Regional Hospital. (CC BY 4.0) Pjetri, E., Shabani, Z., Shala, I., & Bekteshi, A. (2025). Psychometric properties of the Albanian version of the effort-reward imbalance model in a sample of healthcare workers in Shkodra, Albania hospital. Medicni perspektivi, 30(3), 41-49. https://doi.org/10.26641/2307-0404.2025.3.340583 | link |
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| bekteshi_2024_eri_overcommitment | Effort-Reward Imbalance questionnaire, overcommitment scale (6 items, 1-6), Albanian version, for 216 nurses and midwives at Shkodra Regional Hospital. (CC BY 4.0) Pjetri, E., Shabani, Z., Shala, I., & Bekteshi, A. (2025). Psychometric properties of the Albanian version of the effort-reward imbalance model in a sample of healthcare workers in Shkodra, Albania hospital. Medicni perspektivi, 30(3), 41-49. https://doi.org/10.26641/2307-0404.2025.3.340583 | link |
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| bekteshi_2024_eri_reward | Effort-Reward Imbalance questionnaire, reward scale (11 items, 1-6), Albanian version, for 216 nurses and midwives at Shkodra Regional Hospital. (CC BY 4.0) Pjetri, E., Shabani, Z., Shala, I., & Bekteshi, A. (2025). Psychometric properties of the Albanian version of the effort-reward imbalance model in a sample of healthcare workers in Shkodra, Albania hospital. Medicni perspektivi, 30(3), 41-49. https://doi.org/10.26641/2307-0404.2025.3.340583 | link |
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| belita_2022_eidm_competence | Evidence-Informed Decision-Making (EIDM) Competence Measure, 40 items, all 1-7: knowledge K1-11 (poor .. excellent), skills S1-10 (beginner .. expert), attitudes/beliefs A1-7 (strongly disagree .. strongly agree; raw, A7 is reverse-scored only in the deposit's total), behaviours B1-12 (not competent .. highly competent). 201 public health nurses, Ontario, Canada, 2019-2020. Covariates: years as an RN, highest degree, EIDM training, EIDM activity involvement. (CC0 1.0) Belita E, Fisher K, Yost J, Squires JE, Ganann R, Dobbins M (2022). Validity, reliability, and acceptability of the Evidence-Informed Decision-Making (EIDM) competence measure. PLOS ONE 17(8): e0272699. | link |
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| belita_2022_eidm_org_factors | Organizational factors indicating commitment to EIDM (12 items adapted from the OCRSIEP scale), 1 none at all .. 5 very much. 201 public health nurses, Ontario, Canada, 2019-2020. Covariates: years as an RN, highest degree, EIDM training, EIDM activity involvement. (CC0 1.0) Belita E, Fisher K, Yost J, Squires JE, Ganann R, Dobbins M (2022). Validity, reliability, and acceptability of the Evidence-Informed Decision-Making (EIDM) competence measure. PLOS ONE 17(8): e0272699. | link |
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| belyakova_2026_bfi2s | Big Five Inventory-2 Short Form (BFI-2-S, Russian), 30 items, 1-5, 143 Russian-speaking adults aged 18-60 in Kazakhstan, online 2025; cov_age_group, cov_sex, cov_education, cov_family_status, cov_occupation. (CC BY 4.0) Belyakova, A., Shonbay, K., & Karibayeva, I. (2026). Dataset for Big Five Personality, Dispositional Mindfulness and Meaning in Life in Russian-Speaking Adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22829237 | link |
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| belyakova_2026_maas | Mindful Attention Awareness Scale (MAAS, Russian), 15 items, 1-6 (almost always-almost never), 143 Russian-speaking adults aged 18-60 in Kazakhstan, online 2025; cov_age_group, cov_sex, cov_education, cov_family_status, cov_occupation. (CC BY 4.0) Belyakova, A., Shonbay, K., & Karibayeva, I. (2026). Dataset for Big Five Personality, Dispositional Mindfulness and Meaning in Life in Russian-Speaking Adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22829237 | link |
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| belyakova_2026_pil | Purpose-in-Life test (Russian Life-Meaning Orientations version), 20 items, 1-7 bipolar, 143 Russian-speaking adults aged 18-60 in Kazakhstan, online 2025; cov_age_group, cov_sex, cov_education, cov_family_status, cov_occupation. (CC BY 4.0) Belyakova, A., Shonbay, K., & Karibayeva, I. (2026). Dataset for Big Five Personality, Dispositional Mindfulness and Meaning in Life in Russian-Speaking Adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22829237 | link |
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| benchelbi_2021_mtq48 | Mental Toughness Questionnaire (MTQ48), Arabic version, 48 items on a 1-5 scale, 853 Tunisian athletes and non-athletes. 40,944 responses from 853 respondents on 48 items. (CC BY 4.0) Ben Chelbi, I. E., Alem, J., Boudhiba, D., Hamrouni, S., & Gaied Chortane, S. (2021). Validation psychometrique de la version arabe de la mesure de la force mentale. Zenodo. https://doi.org/10.5281/zenodo.5390587 | link |
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| benesova_2026_dsr | Disgust Scale-Revised, 25 items, 0-4, at wave 1 (third trimester) and 2 (postpartum); N = 277 Czech women; demographic, perinatal and breastfeeding covariates. (CC BY 4.0) Benešová, J., Kaňková, Š., & Dlouhá, D. (2026). Associations between maternal disgust sensitivity and breastfeeding [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31423337 | link |
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| benesova_2026_tdds | Three Domain Disgust Scale, 21 items (TDDS1-21), 0-6, at wave 1 (third trimester) and 2 (postpartum); N = 277 Czech women; demographic, perinatal and breastfeeding covariates. (CC BY 4.0) Benešová, J., Kaňková, Š., & Dlouhá, D. (2026). Associations between maternal disgust sensitivity and breastfeeding [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31423337 | link |
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| benitezsillero_2021_bullying | European Bullying Intervention Project Questionnaire (EBIPQ), 14 items (victimization+aggression), 0-4 frequency scale, adolescents (CC BY 4.0) Benítez-Sillero JD, Corredor-Corredor D, Ortega-Ruiz R, Córdoba-Alcaide F. (2021) Behaviours involved in the role of victim and aggressor in bullying: Relationship with physical fitness in adolescents. PLoS ONE. | link |
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| bennour_2022_location_decision conjoint · source = "conj" |
Recent immigrants to Switzerland (Migration-Mobility Survey 2020 follow-up, Qualtrics, Oct 2020-Feb 2021; 1,589 respondents) chose where to live between two hypothetical municipalities in five pairs varying public transport, nature, living costs, SVP vote share, naturalization residence requirement, co-ethnic network, non-citizen voting rights and leisure infrastructure, and rated each municipality 0-10. (CC BY 4.0) Bennour, S., Manatschal, A., & Ruedin, D. (2022). How political reception contexts shape location decisions of immigrants. Journal of Ethnic and Migration Studies. | link |
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| bentall_2021_over_purchasing | Nine-item over-purchasing (COVID-19 stockpiling) measure from a UK/Republic of Ireland general-population survey during the early phase of the pandemic; 3,066 respondents rating how much they increased purchasing of tinned food, water, sanitary products, toilet roll, dried foods, bread, pharmacy products, batteries and fuel on a 1-5 scale. Item text shipped. (CC BY 4.0) Bentall RP, Lloyd A, Bennett K, McKay R, Mason L, Murphy J, et al. (2021). Pandemic buying: Testing a psychological model of over-purchasing and panic buying using data from the United Kingdom and the Republic of Ireland during the early phase of the COVID-19 pandemic. PLOS ONE 16(1): e0246339. | link |
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| berens_2024_crime_measures conjoint · source = "conj" |
Mexican adults (Pollfish online survey, 2021-22; n = 2,401) rated agreement that reducing crime needs more security forces on the streets, with the territorial scope and an accompanying social or punitive measure randomized (experiment 5, the article's experiment). (CC0 1.0) Berens, S., López García, A. I., & Maydom, B. (2024). Classrooms or crackdowns? How violence affects security policy preferences in Mexico. Studies in Comparative International Development, 61(1), 10-33. | link |
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| berens_2024_demilitarisation conjoint · source = "conj" |
Mexican adults (Pollfish online survey, 2021-22; n = 2,401) rated agreement with a proposal to take the military off public-security duties, with the proposing party (PAN, PRI or unnamed) and the collaborating actor (municipal authorities, private sector, citizens or unnamed) randomized (experiment 4). (CC0 1.0) Berens, S., López García, A. I., & Maydom, B. (2024). Classrooms or crackdowns? How violence affects security policy preferences in Mexico. Studies in Comparative International Development, 61(1), 10-33. | link |
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| berens_2024_police_recruits conjoint · source = "conj" |
Mexican adults (Pollfish online survey, 2021-22; n = 2,401) judged newly recruited municipal police officers whose gender (female or unstated) and previous background (soldiers, private security, self-defence forces, human-rights activists, return migrants or unstated) were randomized: faith that they would catch criminals and likelihood of misconduct (experiment 6). (CC0 1.0) Berens, S., López García, A. I., & Maydom, B. (2024). Classrooms or crackdowns? How violence affects security policy preferences in Mexico. Studies in Comparative International Development, 61(1), 10-33. | link |
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| berens_2024_taxes_spending conjoint · source = "conj" |
Mexican adults (Pollfish online survey, 2021-22; n = 2,401) rated agreement with paying more taxes, with the tax type (VAT, income tax or unnamed) and the spending area (health, roads, security or unnamed) randomized in the sentence (experiment 1). (CC0 1.0) Berens, S., López García, A. I., & Maydom, B. (2024). Classrooms or crackdowns? How violence affects security policy preferences in Mexico. Studies in Comparative International Development, 61(1), 10-33. | link |
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| bergquist_2020_gnd_energy conjoint · source = "conj" |
US Qualtrics-panel respondents (June-July 2019, n=2,427) chose in 3 tasks between two climate policy packages varying carbon tax design, fossil fuel company policy, electricity generation standard, investments, household energy cost, government spending and transportation (Experiment 2); forced choice, raked weights. (CC0 1.0) Bergquist, P., Mildenberger, M., & Stokes, L. C. (2020). Combining climate, economic, and social policy builds public support for climate action in the US. Environmental Research Letters, 15(5), 054019. | link |
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| bergquist_2020_gnd_social conjoint · source = "conj" |
US Qualtrics-panel respondents (June-July 2019, n=2,476) chose in 3 tasks between two climate policy packages varying economic programs, social programs, carbon tax design, household energy cost, annual government spending and sponsor (Experiment 1); forced choice, raked weights. (CC0 1.0) Bergquist, P., Mildenberger, M., & Stokes, L. C. (2020). Combining climate, economic, and social policy builds public support for climate action in the US. Environmental Research Letters, 15(5), 054019. | link |
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| bergquist_2023_covid_climate_ca conjoint · source = "conj" |
1,058 Canadian adults (Lucid, June 2021; English and French) chose between and rated (0-100) two post-COVID recovery policy packages in 3 tasks, varying climate action, infrastructure investments, assistance to individuals, assistance to corporations and cost. (CC0 1.0) Bergquist, P., De Roche, G., Lachapelle, E., Mildenberger, M., & Harrison, K. (2023). The politics of intersecting crises: The effect of the COVID-19 pandemic on climate policy preferences. British Journal of Political Science, 53(2), 707-716. | link |
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| bergquist_2023_covid_climate_us conjoint · source = "conj" |
1,642 US adults (Lucid, April 2021) chose between and rated (0-100) two post-COVID recovery policy packages in 3 tasks, varying climate action, infrastructure investments, assistance to individuals, assistance to corporations and cost. (CC0 1.0) Bergquist, P., De Roche, G., Lachapelle, E., Mildenberger, M., & Harrison, K. (2023). The politics of intersecting crises: The effect of the COVID-19 pandemic on climate policy preferences. British Journal of Political Science, 53(2), 707-716. | link |
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| bergquist_2023_covid_climate_us2 conjoint · source = "conj" |
1,022 US adults in a follow-up survey chose between and rated (0-100) two post-COVID recovery policy packages in 3 tasks; same five attributes as the main US conjoint plus COVID-19 management (test funding, vaccine requirement, mask mandate, none). (CC0 1.0) Bergquist, P., De Roche, G., Lachapelle, E., Mildenberger, M., & Harrison, K. (2023). The politics of intersecting crises: The effect of the COVID-19 pandemic on climate policy preferences. British Journal of Political Science, 53(2), 707-716. | link |
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| bergs_2021_hpepss | Health Professional Education in Patient Safety Survey, Dutch version: confidence in seven patient-safety domains rated for classroom and clinical setting, broader patient-safety issues, comfort speaking up; 51 items, 1-5 agreement. 1,702 nursing and medical students in Belgium and Aachen, 2016-2019. Covariates: gender, age, institution, programme, programme year, academic year. (CC BY 4.0) Bergs J, Peeters K, Kortleven I, Creemers S, Ulenaers D, Desmedt M, Schrooten W (2021) Translation and validation of the Dutch version of the health professional education in patient safety survey amongst nursing students in Belgium: A psychometric analysis. PLoS ONE 16(3): e0247869. https://doi.org/10.1371/journal.pone.0247869 | link |
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| berinsky_2020_immigrant_admission conjoint · source = "conj" |
US adults (SSI online panel, January 2014; 1,627 respondents) compared 7 or 10 pairs of hypothetical immigrants on six attributes including religion and religious attendance, choosing which to admit and rating each 1-7 on admission. (CC0 1.0) Berinsky, A. J., Rizzo, T., Rosenzweig, L. R., & Heaps, E. (2020). Attribute affinity: U.S. natives' attitudes toward immigrants. Political Behavior, 42(3), 745-768. | link |
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| bernauer_2022_ev_purchase_zurich conjoint · source = "conj" |
Adult residents of the canton of Zurich sampled by the cantonal Statistical Office (n = 1,021, online, 2020) compared 4 pairs of battery-electric cars with randomized price, range, running and maintenance costs, charging time and guarantee, battery warranty, purchase subsidy and car/rail-pass exchange offers; they chose one car and said whether they would buy each. (CC0 1.0) Bernauer, T., Brückmann, G., Quoß, F., & Wicki, M. (2022). Registered design for survey experiment: Decision behaviour when purchasing electric vehicles [Data set]. Harvard Dataverse. | link |
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| bernik_2026_ase | 12 academic self-efficacy items (1-5); N = 269 Slovenian university students; cov_gender, cov_age, cov_study_level. (CC BY 4.0) Bernik, N., Znidarsic, J., Sprajc, P., & Bernik, M. (2026). Excel file containing data from 269 undergraduate and postgraduate students enrolled at Slovenian public universities [data]. figshare. https://doi.org/10.6084/m9.figshare.33307392.v1 | link |
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| bernik_2026_classroom_engagement | 3 classroom-engagement items (1-5); N = 269 Slovenian university students; cov_gender, cov_age, cov_study_level. (CC BY 4.0) Bernik, N., Znidarsic, J., Sprajc, P., & Bernik, M. (2026). Excel file containing data from 269 undergraduate and postgraduate students enrolled at Slovenian public universities [data]. figshare. https://doi.org/10.6084/m9.figshare.33307392.v1 | link |
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| bernik_2026_idl | 9 information-and-data-literacy items (1-6); N = 269 Slovenian university students; cov_gender, cov_age, cov_study_level. (CC BY 4.0) Bernik, N., Znidarsic, J., Sprajc, P., & Bernik, M. (2026). Excel file containing data from 269 undergraduate and postgraduate students enrolled at Slovenian public universities [data]. figshare. https://doi.org/10.6084/m9.figshare.33307392.v1 | link |
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| bernik_2026_study_engagement | 9 study-engagement items (1-5; most likely the UWES-S-9); N = 269 Slovenian university students; cov_gender, cov_age, cov_study_level. (CC BY 4.0) Bernik, N., Znidarsic, J., Sprajc, P., & Bernik, M. (2026). Excel file containing data from 269 undergraduate and postgraduate students enrolled at Slovenian public universities [data]. figshare. https://doi.org/10.6084/m9.figshare.33307392.v1 | link |
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| berntzen_2025_political_violence conjoint · source = "conj" |
1,521 attentive US partisans (YouGov panel, Jan 2024) read one vignette of a political rally at which attendees beat disruptors; the parties of attendees and disruptors (none named, own party beats opposing party, or the reverse) and the severity of the disruption (shouting or blocking the entrance) were randomized. Outcome: 1-7 justifiability of the beating. (CC0 1.0) Berntzen, L. E., Cappelen, C., Mason, L. H., & Midtbø, T. (2025). Mind the gap: Partisan bias in justifying political violence in the United States. Public Opinion Quarterly (conditionally accepted). | link |
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| berrani_2020_pheem | Postgraduate Hospital Educational Environment Measure (PHEEM), French version, 40 items, 0 = strongly disagree ... 4 = strongly agree; the four negatively worded items (7, 8, 11, 13) are stored already reverse-scored. 255 medical residents at six hospitals in Rabat, Morocco, 2017. Covariates: age, sex, marital status, children, prior GP practice, age at start of residency, residency level, specialty code, hospital. (CC0 1.0) Berrani, H., Abouqal, R., & Izgua, A. T. (2020). Moroccan residents' perceptions of the hospital learning environment measured with the French version of the Postgraduate Hospital Educational Environment Measure. Journal of Educational Evaluation for Health Professions, 17, 4. https://doi.org/10.3352/jeehp.2020.17.4 | link |
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| bertani_2024_afccq | Age-Friendly Cities and Communities Questionnaire, Italian version (AFCCQ-IT, 23 items, scored -2 to +2), 1,213 adults 65+ in Verona, Venice and Palermo interviewed by telephone in 2023. (CC BY 4.0) Bertani, M., van Hoof, J., & Dikken, J. (2025). Getting older people's voices heard: A quantitative study using the validated Italian Age-Friendly Cities and Communities Questionnaire in Venice, Verona and Palermo. Journal of Cross-Cultural Gerontology, 40, 209-234. https://doi.org/10.1007/s10823-025-09532-1 | link |
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| berz_2022_candidate_selection conjoint · source = "conj" |
German party members (local party figures; Qualtrics e-mail survey, November 2018) chose between two constituency candidates in 5 tasks for the Bundestag and 5 for a state parliament, with candidates varying in local party work, local political experience, years living in the district, dissent from the party line, gender, education and age. 310 respondents. (CC0 1.0) Berz, J., & Jankowski, M. (2022). Local preferences in candidate selection: Evidence from a conjoint experiment among party leaders in Germany. Party Politics, 28(6), 1136-1149. | link |
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| berz_2026_crisis_accountability conjoint · source = "conj" |
Adult UK Prolific respondents (2023) compared 5 pairs of short news reports about crises under two governments, varying 9 attributes (crisis type, economic and household damage, expert warnings, prevention spending, opposition and prime-minister behaviour, speed and size of relief). 824 respondents (812 complete); three forced choices per pair: re-elect, handled better, more responsible. (CC0 1.0) Berz, J. (2026). Crises and electoral accountability: How do individual characteristics of crises affect performance and responsibility evaluations among voters? Government and Opposition, 61, e19. | link |
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| besaa_s_2026_22766055 | BESAA-S body-esteem scale, 14 items scored 0-4 (Spanish), 299 young adults. Author slug provisional: the Zenodo deposit's creator field is 'Anonimo'. (CC BY 4.0) Anonimo (2026). El papel mediador de la autoestima corporal [dataset]. Zenodo. | link |
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| beshai_2017_fiqr | Revised Fibromyalgia Impact Questionnaire, 21 items: function 1-9, overall impact 1-11, symptoms 0-10, on the scales the survey used. 525 CrowdFlower workers from five English-speaking countries, 2016. Covariates: age, gender, education, income. (CC BY 4.0) Beshai S, Mishra S, Mishra S, Carleton RN (2017) Personal relative deprivation associated with functional disorders via stress: An examination of fibromyalgia and gastrointestinal symptoms. PLoS ONE 12(12): e0189666. https://doi.org/10.1371/journal.pone.0189666 | link |
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| beshai_2017_prds_r | Personal Relative Deprivation Scale-Revised, 5 items, 1 strongly disagree to 7 strongly agree, as answered (items 2 and 4 reverse-keyed). 525 CrowdFlower workers from five English-speaking countries, 2016. Covariates: age, gender, education, income. (CC BY 4.0) Beshai S, Mishra S, Mishra S, Carleton RN (2017) Personal relative deprivation associated with functional disorders via stress: An examination of fibromyalgia and gastrointestinal symptoms. PLoS ONE 12(12): e0189666. https://doi.org/10.1371/journal.pone.0189666 | link |
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| beshai_2017_sf_mpq | Short-form McGill Pain Questionnaire descriptors, 15 items, 1 none to 4 severe. 525 CrowdFlower workers from five English-speaking countries, 2016. Covariates: age, gender, education, income. (CC BY 4.0) Beshai S, Mishra S, Mishra S, Carleton RN (2017) Personal relative deprivation associated with functional disorders via stress: An examination of fibromyalgia and gastrointestinal symptoms. PLoS ONE 12(12): e0189666. https://doi.org/10.1371/journal.pone.0189666 | link |
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| beza_2017_motivation | Motivation to participate in agricultural citizen science, 7 items (contributing, pastime, sharing, expectation, expert interaction, community interaction, helping), 1-5; N = 410 farmers in India, Ethiopia and Honduras; cov_country, cov_household_head, cov_age, cov_sex, cov_education. (CC0 1.0) Beza, E., Steinke, J., van Etten, J., Reidsma, P., Fadda, C., Mittra, S., Mathur, P., & Kooistra, L. (2017). What are the prospects for citizen science in agriculture? Evidence from three continents on motivation and mobile telephone use of resource-poor farmers. PLOS ONE, 12(5), e0175700. https://doi.org/10.1371/journal.pone.0175700 | link |
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| bfi2_zhang_2025 | The item-level data comes from 1,335 participants from UBC. Participants were randomly assigned to complete the BFI-2 in one of the four scale formats: the original Likert version or one of three alternative formats (Expanded, Item-Specific-Full, or Item-Specific-Light). (CC BY 4.0) Zhang, X., Huang, M., Sun, J., & Savalei, V. (2025). Improving the measurement of the Big Five via alternative formats for the BFI-2. PubMed, 1–22. https://doi.org/10.1080/00223891.2025.2531187 | link |
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| bfi_goldberg_1992_agreeableness | Big Five Inventory: Agreeableness (CC BY 4.0) Goldberg, Lewis R. "The development of markers for the Big-Five factor structure." Psychological assessment 4.1 (1992): 26. | link |
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| bfi_goldberg_1992_conscientiousness | Big Five Inventory: Conscientiousness (CC BY 4.0) Goldberg, Lewis R. "The development of markers for the Big-Five factor structure." Psychological assessment 4.1 (1992): 26. | link |
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| bfi_goldberg_1992_extraversion | Big Five Inventory: Extraversion (CC BY 4.0) Goldberg, Lewis R. "The development of markers for the Big-Five factor structure." Psychological assessment 4.1 (1992): 26. | link |
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| bfi_goldberg_1992_neuroticism | Big Five Inventory: Neuroticism (CC BY 4.0) Goldberg, Lewis R. "The development of markers for the Big-Five factor structure." Psychological assessment 4.1 (1992): 26. | link |
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| bfi_goldberg_1992_openness_to_experience | Big Five Inventory: Openness to Experience (CC BY 4.0) Goldberg, Lewis R. "The development of markers for the Big-Five factor structure." Psychological assessment 4.1 (1992): 26. | link |
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| bhandari_2023_trade_partners conjoint · source = "conj" |
2,382 Senegalese (Dakar) firm respondents each judged 4 pairs of hypothetical business deals varying in contract formality, the partner's political connections and party affiliation, firm size, and the manager's ethnicity and religion; per-deal 0/1 outcomes for which deal they would choose (one, both or neither) and which would end in breach. (CC0 1.0) Bhandari, A. (2023). Social, formal, and political determinants of trade under weak rule of law: Experimental evidence from Senegalese firms. Comparative Political Studies, 56(2), 163-192. | link |
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| bhandari_2026_clientelism_consumers conjoint · source = "conj" |
Moroccan adults recruited on Facebook in 2021 (n = 2,008) compared 4 pairs of bank-account or TV deals whose owner (businessman, councillor, party official), headquarters, cost, party and vote-buying behaviour were randomized; they chose a deal (or both/neither), picked the deal more likely to go wrong, and rated trust in each deal 0-10. (CC BY 4.0) Bhandari, A., & York, E. (2026). Political connections, patronage, and consumer attitudes: The non-electoral consequences of clientelism. World Development. | link |
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| bhatia_2025_afghan_leaders conjoint · source = "conj" |
Face-to-face respondents in three northern Afghan provinces (2016-2017; n=2,485) compared 3 pairs of hypothetical political leaders varying gender, education, age, ethnicity, professional experience and birthplace, choosing one and rating each 1-5 for suitability, after a randomly assigned prime (control, bribery, nepotism or insecurity). (CC0 1.0) Bhatia, J., & Monroe, S. L. (2025). Candidate qualifications and out-group support: Evidence from Afghanistan. Comparative Political Studies. | link |
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| bhs_floreskanter2021 | Beck Hopelessness Scale (BHS) and suicidal ideation (SI) in an Argentine population. (CC BY 4.0) Flores-Kanter, Pablo Ezequiel (2021), “Datset for Internal structure of Beck Hopelessness Scale: An analysis of method effects using the CT-C(M–1) model”, Mendeley Data, V5, doi: 10.17632/9mjg54kcwv.5 | link |
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| bhullar_2023_bfi10 | BFI-10 Big Five short inventory, 10 items, 1-5 agreement, stored as answered. 897 smallholder farmers in South Africa, 471 beef and 426 poultry (cov_study), KoboToolbox survey. Covariates: sample, gender, age, education, race. (CC BY 4.0) Bhullar N, Nengovhela NB, Mudau L, Villano RA, Koomson I, Burrow HM (2023) Psychological profiles of South African smallholder farmers. PLoS ONE 18(2): e0265634. https://doi.org/10.1371/journal.pone.0265634 | link |
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| bhullar_2023_expected_benefits | Expected benefits of beef/poultry farming (income, community, economy, environment, respect, traditional needs), 8 items, 1 very unlikely to 5 very likely. 897 smallholder farmers in South Africa, 471 beef and 426 poultry (cov_study), KoboToolbox survey. Covariates: sample, gender, age, education, race. (CC BY 4.0) Bhullar N, Nengovhela NB, Mudau L, Villano RA, Koomson I, Burrow HM (2023) Psychological profiles of South African smallholder farmers. PLoS ONE 18(2): e0265634. https://doi.org/10.1371/journal.pone.0265634 | link |
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| bhullar_2023_farming_concerns | Sources of concern for the farm business (debt, weather, workload, isolation, regulation, markets, crime, disease, land, water), 36 items, 1-5. 897 smallholder farmers in South Africa, 471 beef and 426 poultry (cov_study), KoboToolbox survey. Covariates: sample, gender, age, education, race. (CC BY 4.0) Bhullar N, Nengovhela NB, Mudau L, Villano RA, Koomson I, Burrow HM (2023) Psychological profiles of South African smallholder farmers. PLoS ONE 18(2): e0265634. https://doi.org/10.1371/journal.pone.0265634 | link |
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| bhullar_2023_self_efficacy | Self-efficacy, 11 items adapted from the New General Self-Efficacy Scale plus three farm-finance items, 1-5 agreement. 897 smallholder farmers in South Africa, 471 beef and 426 poultry (cov_study), KoboToolbox survey. Covariates: sample, gender, age, education, race. (CC BY 4.0) Bhullar N, Nengovhela NB, Mudau L, Villano RA, Koomson I, Burrow HM (2023) Psychological profiles of South African smallholder farmers. PLoS ONE 18(2): e0265634. https://doi.org/10.1371/journal.pone.0265634 | link |
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| bhullar_2023_tpb | Theory of planned behaviour toward continuing in farming: attitudes (5), subjective norms (3), perceived behavioural control (2); 10 items, 1-5 agreement. 897 smallholder farmers in South Africa, 471 beef and 426 poultry (cov_study), KoboToolbox survey. Covariates: sample, gender, age, education, race. (CC BY 4.0) Bhullar N, Nengovhela NB, Mudau L, Villano RA, Koomson I, Burrow HM (2023) Psychological profiles of South African smallholder farmers. PLoS ONE 18(2): e0265634. https://doi.org/10.1371/journal.pone.0265634 | link |
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| bhullar_2023_ztpi | Zimbardo Time Perspective Inventory, future (13) and present (8) subscales, 21 items, 1-5, stored as answered. 897 smallholder farmers in South Africa, 471 beef and 426 poultry (cov_study), KoboToolbox survey. Covariates: sample, gender, age, education, race. (CC BY 4.0) Bhullar N, Nengovhela NB, Mudau L, Villano RA, Koomson I, Burrow HM (2023) Psychological profiles of South African smallholder farmers. PLoS ONE 18(2): e0265634. https://doi.org/10.1371/journal.pone.0265634 | link |
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| bi_2026_agency_maintenance | Agency maintenance when co-preparing lessons with AI, 5 items Q27-Q31, 1-5, Chinese; N = 618 Chinese preservice teachers; no covariates (withheld at source). (CC BY 4.0) Bi, Y., Li, L., & Han, D. (2026). Anonymized Dataset for "From AI Literacy to the Creative Application of AI in Teaching: Serial Mediation through Trust Calibration and Agency Maintenance among Preservice Teachers" [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.22040756 | link |
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| bi_2026_ai_literacy | AI literacy of preservice teachers (knowledge, application, evaluation, ethics), 16 items Q7-Q22, 1-5, Chinese; N = 618 Chinese preservice teachers; no covariates (withheld at source). (CC BY 4.0) Bi, Y., Li, L., & Han, D. (2026). Anonymized Dataset for "From AI Literacy to the Creative Application of AI in Teaching: Serial Mediation through Trust Calibration and Agency Maintenance among Preservice Teachers" [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.22040756 | link |
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| bi_2026_creative_ai_use | Creative application of AI in teaching, 5 items Q32-Q36, 1-5, Chinese; N = 618 Chinese preservice teachers; no covariates (withheld at source). (CC BY 4.0) Bi, Y., Li, L., & Han, D. (2026). Anonymized Dataset for "From AI Literacy to the Creative Application of AI in Teaching: Serial Mediation through Trust Calibration and Agency Maintenance among Preservice Teachers" [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.22040756 | link |
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| bi_2026_trust_calibration | Trust calibration toward AI-generated teaching content, 4 items Q23-Q26, 1-5, Chinese; N = 618 Chinese preservice teachers; no covariates (withheld at source). (CC BY 4.0) Bi, Y., Li, L., & Han, D. (2026). Anonymized Dataset for "From AI Literacy to the Creative Application of AI in Teaching: Serial Mediation through Trust Calibration and Agency Maintenance among Preservice Teachers" [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.22040756 | link |
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| bialowolski_2024_financial_literacy | 18-item financial-literacy test scored right/wrong, Polish adults. 4389 respondents x 18 items = 79002 responses. (CC0 1.0) Bialowolski, P. (2024). Financial literacy in a gendered language context [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MTQGSF | link |
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| bialowolski_2026_financial_literacy | Financial literacy quiz, 8 items, scored 0/1 (don't-know answers dropped). 17,965 VIA Survey respondents with at least one answer. Covariates: age group, gender, education, country, employment, marital status, household income, children, homeless, veteran. (CC0 1.0) Bialowolski, Piotr (2026). Replication data for: Which Character Strengths Matter for Financial Literacy? Evidence from a Large VIA Survey Sample [dataset]. Harvard Dataverse. | link |
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| bicb-j_ishiguro_2025 | Measures of creative behavior have typically been developed for adults (Biographical Inventory of Creative Behavior [BICB]) (CC BY-NC-ND) Chiaki, I., MATSUMOTO, K., Agata, T., Hiroyuki, N., & Takeshi, O. (2026, January 3). BICB-J for adults and children:Development of the Japanese version of biographical inventory of creative behaviors. Retrieved from osf.io/ravcq | link |
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| big5_sirt | Data from a big 5 measure (GPL-3.0) Dolan, C. V., Oort, F. J., Stoel, R. D., & Wicherts, J. M. (2009). Testing measurement invariance in the target rotated multigroup exploratory factor model. Structural Equation Modeling: A Multidisciplinary Journal, 16(2), 295-314. | link |
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| biggs_2024_burnout | Burnout measure, 14 items (1-5) spanning physical exhaustion, cognitive weariness and emotional exhaustion, from 402 UK physiotherapists. (CC BY 4.0) Biggs, D., Blackburn, L., Black, C., & Shanmugam, S. (2024). Burnout study data June 2024. PLOS ONE supporting information. | link |
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| biggs_2024_moral_injury | Moral injury, 10 items (1-7), from 402 UK physiotherapists. (CC BY 4.0) Biggs, D., Blackburn, L., Black, C., & Shanmugam, S. (2024). Burnout study data June 2024. PLOS ONE supporting information. | link |
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| biggs_2024_perfectionism | Multidimensional perfectionism, 15 items (1-7) spanning self-oriented, socially-prescribed and other-oriented subscales, from 402 UK physiotherapists. (CC BY 4.0) Biggs, D., Blackburn, L., Black, C., & Shanmugam, S. (2024). Burnout study data June 2024. PLOS ONE supporting information. | link |
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| bilotta_2018_scl90 | Symptom Checklist-90-R (SCL-90-R, 90 items, 0-4), N=1361 patients with/without narcissistic or other personality disorder. (CC BY 4.0) Bilotta E, Carcione A, Fera T, Moroni F, Nicolo G, Pedone R, Pellecchia G, Semerari A, Colle L (2018). Symptom severity and mindreading in narcissistic personality disorder. PLOS ONE 13(8):e0201216. | link |
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| bilotta_2018_tas20 | Toronto Alexithymia Scale (TAS-20, 20 items, 1-5 Likert), N=1362 patients with/without narcissistic or other personality disorder. (CC BY 4.0) Bilotta E, Carcione A, Fera T, Moroni F, Nicolo G, Pedone R, Pellecchia G, Semerari A, Colle L (2018). Symptom severity and mindreading in narcissistic personality disorder. PLOS ONE 13(8):e0201216. | link |
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| binette_2022_extinction | Trial/block-level percent-time-freezing during Pavlovian fear conditioning/extinction/retrieval (and extinction-2/renewal for Wistar rats), N=63 rats (31 Long-Evans + 32 Wistar), 42 items. (CC BY 4.0) Binette AN, Totty MS, Maren S (2022) Sex differences in the immediate extinction deficit and renewal of extinguished fear in rats. PLOS ONE 17(6): e0264797. | link |
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| binningsbo_2025_party_platforms conjoint · source = "conj" |
Norwegian adults (Kantar online panel, May-June 2023, n = 3,300 answering) chose between two party platforms (Parti A/B) in 5 tasks varying tax, refugee, environmental, indigenous-minority, Ukraine and municipality-merger policy; outcome is the chosen party. (CC0 1.0) Binningsbø, H. M., Dyrstad, K., & Finseraas, H. (2025). How does public opinion respond to government injustices against historically discriminated minorities? Evidence from Norway. British Journal of Political Science, 55, e91. | link |
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| binus_2025_attitude | 4 attitude items, 1-6, 320 respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Binus University (2025). Behavioral Intention to Use AI-Based Robots Questionnaire [Dataset]. Zenodo. | link |
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| binus_2025_behavioural_intention | 4 behavioural-intention items (1-6), 259 students (CC BY 4.0) Binus University (2025). What factors' Gen Z acceptance of AI learning as powered study assistants questionnaire. Zenodo. | link |
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| binus_2025_effort_expectancy | 4 UTAUT effort-expectancy items (1-6), 259 students (CC BY 4.0) Binus University (2025). What factors' Gen Z acceptance of AI learning as powered study assistants questionnaire. Zenodo. | link |
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| binus_2025_facilitating_conditions | 4 UTAUT facilitating-conditions items (1-6), 259 students (CC BY 4.0) Binus University (2025). What factors' Gen Z acceptance of AI learning as powered study assistants questionnaire. Zenodo. | link |
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| binus_2025_intention | 9 intention items, 1-6, 320 respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Binus University (2025). Behavioral Intention to Use AI-Based Robots Questionnaire [Dataset]. Zenodo. | link |
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| binus_2025_perceived_ease | 6 perceived ease items, 1-6, 320 respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Binus University (2025). Behavioral Intention to Use AI-Based Robots Questionnaire [Dataset]. Zenodo. | link |
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| binus_2025_perceived_trust | 4 perceived-trust items (1-6), 259 students (CC BY 4.0) Binus University (2025). What factors' Gen Z acceptance of AI learning as powered study assistants questionnaire. Zenodo. | link |
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| binus_2025_perceived_usefulness | 6 perceived usefulness items, 1-6, 320 respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Binus University (2025). Behavioral Intention to Use AI-Based Robots Questionnaire [Dataset]. Zenodo. | link |
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| binus_2025_performance_expectancy | 4 UTAUT performance-expectancy items (1-6), 259 Indonesian Gen Z students (CC BY 4.0) Binus University (2025). What factors' Gen Z acceptance of AI learning as powered study assistants questionnaire. Zenodo. | link |
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| binus_2025_social_influence | 4 UTAUT social-influence items (1-6), 259 students (CC BY 4.0) Binus University (2025). What factors' Gen Z acceptance of AI learning as powered study assistants questionnaire. Zenodo. | link |
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| binus_2025_subjective_norm | 4 subjective norm items, 1-6, 320 respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Binus University (2025). Behavioral Intention to Use AI-Based Robots Questionnaire [Dataset]. Zenodo. | link |
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| binus_2025_trust | 4 trust items, 1-6, 320 respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Binus University (2025). Behavioral Intention to Use AI-Based Robots Questionnaire [Dataset]. Zenodo. | link |
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| binus_2025_use_behaviour | 4 use-behaviour items (1-6), 259 students (CC BY 4.0) Binus University (2025). What factors' Gen Z acceptance of AI learning as powered study assistants questionnaire. Zenodo. | link |
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| bischof_2026_simple_language_high conjoint · source = "conj" |
Paired conjoint (high-information version) in which 7,024 respondents in Germany chose between two hypothetical members of parliament in up to 3 pairs; attributes are sex, age, party, motivation, days in constituency, occupation, experience, issue position and language sophistication. Outcome: preferred MP (choice). (CC0 1.0) Bischof, D., & Senninger, R. (2026). Can simple language affect voters' political knowledge and their beliefs about politicians? The Journal of Politics, 88(4), 1419-1436. | link |
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| bischof_2026_simple_language_low conjoint · source = "conj" |
Paired conjoint (low-information version) in which 7,234 respondents in Germany chose between two hypothetical members of parliament in up to 3 pairs; attributes are sex, age, party, issue position and language sophistication. Outcome: preferred MP (choice). (CC0 1.0) Bischof, D., & Senninger, R. (2026). Can simple language affect voters' political knowledge and their beliefs about politicians? The Journal of Politics, 88(4), 1419-1436. | link |
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| bismo_2026_ar_tryon | 25 items scored 1-5 on UTAUT constructs, trust and adoption intention for augmented-reality virtual try-on, from 250 Indonesian online cosmetics shoppers. Item codes come from the file's first header row; the Indonesian stems are in its second. (CC BY 4.0) Bismo, A. (2026). Adoption of AR Virtual Try On in E-commerce: UTAUT Evidence, Trust Mediation. Zenodo. | link |
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| biswas_2024_digital_center_quality | 26-item structured questionnaire (7 sub-constructs: satisfaction, information/system/service quality, participation, use intention), 5-pt Likert, Pourasava Digital Center users, Bangladesh (CC0 1.0) Biswas MNU, Rahman MA, Al Masud A (2024) Service quality, satisfaction, and intention to use Pourasava Digital Center in Bangladesh: The moderating effect of citizen participation. PLoS ONE. | link |
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| bitew_2020_anxiety | 6-item anxiety measure, Ethiopian higher-education students, N=694 (CC BY 4.0) Bitew T, Birhan W, Wolie D (2020). Perceived learning difficulty associates with depressive symptoms and substance use among students of higher educational institutions in North Western Ethiopia: A cross sectional study. PLOS ONE, 15(11), e0240914. https://doi.org/10.1371/journal.pone.0240914 | link |
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| bitew_2020_lte | List of Threatening Experiences (LTE-Q, 12 items), Ethiopian higher-education students, N=665 (CC BY 4.0) Bitew T, Birhan W, Wolie D (2020). Perceived learning difficulty associates with depressive symptoms and substance use among students of higher educational institutions in North Western Ethiopia: A cross sectional study. PLOS ONE, 15(11), e0240914. https://doi.org/10.1371/journal.pone.0240914 | link |
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| bitew_2020_osss3 | Oslo Social Support Scale (OSSS-3, 3 items), Ethiopian higher-education students, N=669 (CC BY 4.0) Bitew T, Birhan W, Wolie D (2020). Perceived learning difficulty associates with depressive symptoms and substance use among students of higher educational institutions in North Western Ethiopia: A cross sectional study. PLOS ONE, 15(11), e0240914. https://doi.org/10.1371/journal.pone.0240914 | link |
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| bitew_2020_phq9 | PHQ-9 (9 items), Ethiopian higher-education students, N=669 (CC BY 4.0) Bitew T, Birhan W, Wolie D (2020). Perceived learning difficulty associates with depressive symptoms and substance use among students of higher educational institutions in North Western Ethiopia: A cross sectional study. PLOS ONE, 15(11), e0240914. https://doi.org/10.1371/journal.pone.0240914 | link |
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| bitew_2020_self_efficacy | 9-item self-efficacy measure, Ethiopian higher-education students, N=690 (CC BY 4.0) Bitew T, Birhan W, Wolie D (2020). Perceived learning difficulty associates with depressive symptoms and substance use among students of higher educational institutions in North Western Ethiopia: A cross sectional study. PLOS ONE, 15(11), e0240914. https://doi.org/10.1371/journal.pone.0240914 | link |
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| bittencourt_2021_dfs2 | Brazilian-Portuguese Dispositional Flow Scale 2 (DFS-BR); 36 items 1-5 scale; N=681 (CC BY 4.0) Bittencourt I., Freires L., Lu Y., Challco G., Fernandes S., Coelho J., Costa J., Pian Y., Marinho A., Isotani S. (2021). Validation and psychometric properties of the Brazilian-Portuguese dispositional flow scale 2 (DFS-BR). PLOS ONE. https://doi.org/10.1371/journal.pone.0253044 | link |
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| blachly_2023_dam_removal conjoint · source = "conj" |
Penobscot watershed (Maine) residents chose among the status quo and two dam removal/upgrade plans described by salmon numbers, likelihood of salmon gains, hydropower, river herring, lake shoreline lost and annual cost, in six choice sets (mail survey 2018); 204 respondents. (CC0 1.0) Blachly, B., Uchida, E., & Roy, S. G. (2023). Integrating public preferences with biophysical production possibilities: An application to ecosystem services from dam removal. Ecology and Society, 28(1), 51. | link |
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| blackman_2021_tunisia_household conjoint · source = "conj" |
Adults in five Tunisian governorates (BJKA face-to-face household survey, July 2017; 709 of 1,193 answered at least one task) chose between two hypothetical candidates in up to 4 pairs varying sex, party, job, town, education, age, policy priority and government experience, after a randomized municipal or national-election prompt. (CC0 1.0) Blackman, A. D., & Jackson, M. (2021). Gender stereotypes, political leadership, and voting behavior in Tunisia. Political Behavior, 43(3), 1037-1066. | link |
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| blackman_2021_tunisia_online conjoint · source = "conj" |
Tunisian YouGov online panel respondents (April 2019, n = 574, Arabic or English questionnaire) chose between two hypothetical candidates in 5 pairs varying sex, party, job, town, education, age, policy priority and government experience. (CC0 1.0) Blackman, A. D., & Jackson, M. (2021). Gender stereotypes, political leadership, and voting behavior in Tunisia. Political Behavior, 43(3), 1037-1066. | link |
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| blackman_2025_aid_tunisia conjoint · source = "conj" |
Candidates in Tunisia's 2018 municipal elections (Local Election Candidate Survey, n = 938) made four forced choices between two local development projects with randomized co-financing organization (local CSO, CPSCL, World Bank, GIZ, USAID), project type, supporters and municipal cost. (CC0 1.0) Blackman, A. D., Sasmaz, A., Singh, R., & Williamson, S. (2025). Anti-Americanism and foreign aid preferences among political elites: Evidence from Tunisia [Working paper]. University of Oxford. | link |
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| blais_2026_losers_consent conjoint · source = "conj" |
5,374 German adults (Dynata, March 2024) each read five randomly generated, plausible Bundestag election outcomes (seat shares of seven parties, the governing coalition, the Chancellor's party) and rated how acceptable they would find each (0-10) and, if below 5, how likely they would be to protest it (0-10). (CC0 1.0) Blais, A., Bol, D., & Plescia, C. (2026). Does support for democracy increase losers' consent? Political Studies. | link |
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| blanc_2024_sdi | Sexual Desire Inventory-2, 13 items (0-7 frequency, 0-8 intensity); N = 190 women in Spain; Spanish administration. (CC BY 4.0) Blanc Molina, A. (2024). Data set: Erotofobia-erotofilia, asertividad sexual y deseo sexual de las mujeres inmigrantes que ejercen la prostitución [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14512684 | link |
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| blanc_2024_sexual_assertiveness | Hurlbert Index of Sexual Assertiveness, 25 items, 0-4; N = 190 women in Spain; Spanish administration. (CC BY 4.0) Blanc Molina, A. (2024). Data set: Erotofobia-erotofilia, asertividad sexual y deseo sexual de las mujeres inmigrantes que ejercen la prostitución [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14512684 | link |
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| blanc_2024_sos | Sexual Opinion Survey (erotofobia-erotofilia), 16 items, 1-7; N = 190 women in Spain (Spanish, immigrant, immigrant sex workers); Spanish administration, stored with the authors' item-direction recoding. (CC BY 4.0) Blanc Molina, A. (2024). Data set: Erotofobia-erotofilia, asertividad sexual y deseo sexual de las mujeres inmigrantes que ejercen la prostitución [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14512684 | link |
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| bland_2024_gcos_autonomy | General Causality Orientations Scale (GCOS), autonomy orientation, 17 vignette responses, 1-7; 544 US public and nonprofit employees; cov_sex, cov_race_binary, cov_job_type, cov_education (source codes; labels undocumented), cov_job_level, cov_sector. (CC0 1.0) Bland, J. (2024). Replication Data for A Characteristic Adaptation of the Prosocial Default: Unpacking the Role of Causality Orientations and Moral Foundations in Public Service Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MHVAJZ | link |
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| bland_2024_gcos_control | General Causality Orientations Scale (GCOS), control orientation, 17 vignette responses, 1-7; 544 US public and nonprofit employees; cov_sex, cov_race_binary, cov_job_type, cov_education (source codes; labels undocumented), cov_job_level, cov_sector. (CC0 1.0) Bland, J. (2024). Replication Data for A Characteristic Adaptation of the Prosocial Default: Unpacking the Role of Causality Orientations and Moral Foundations in Public Service Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MHVAJZ | link |
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| bland_2024_gcos_impersonal | General Causality Orientations Scale (GCOS), impersonal orientation, 17 vignette responses, 1-7; 544 US public and nonprofit employees; cov_sex, cov_race_binary, cov_job_type, cov_education (source codes; labels undocumented), cov_job_level, cov_sector. (CC0 1.0) Bland, J. (2024). Replication Data for A Characteristic Adaptation of the Prosocial Default: Unpacking the Role of Causality Orientations and Moral Foundations in Public Service Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MHVAJZ | link |
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| bland_2024_mfq20 | Moral Foundations Questionnaire short form (MFQ-20), 20 items (relevance MFT1-11, judgments MFT12-22; the two catch items MFT6, MFT17 removed), 1-6 (the MFQ's 0-5 shifted by one); 544 US public and nonprofit employees; cov_sex, cov_race_binary, cov_job_type, cov_education (source codes; labels undocumented), cov_job_level, cov_sector. (CC0 1.0) Bland, J. (2024). Replication Data for A Characteristic Adaptation of the Prosocial Default: Unpacking the Role of Causality Orientations and Moral Foundations in Public Service Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MHVAJZ | link |
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| bland_2024_psm | Public Service Motivation, 16 items (attraction to public service, commitment to public values, compassion, self-sacrifice; Kim et al. 2013), 1-7; 544 US public and nonprofit employees; cov_sex, cov_race_binary, cov_job_type, cov_education (source codes; labels undocumented), cov_job_level, cov_sector. (CC0 1.0) Bland, J. (2024). Replication Data for A Characteristic Adaptation of the Prosocial Default: Unpacking the Role of Causality Orientations and Moral Foundations in Public Service Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/MHVAJZ | link |
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| blaszczyk_2025_siechnice_development conjoint · source = "conj" |
Residents of Siechnice (Poland) chose between two described visions of the town's development in 12 tasks, or neither, in a paper-and-pencil survey. 384 respondents, 12 tasks x 2 profiles, 5 attributes (city direction, public investment, housing form, social policy, environment) in Polish. (CC0 1.0) Błaszczyk, M., & Krysiński, D. (2025). Siechnice urban development preferences survey 2025 - replication data [Data set]. RODBUK Cracow Open Research Data Repository. | link |
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| blaszyk_2023_copsoq_js | COPSOQ II job satisfaction subscale (Polish), 4 items, 1-4 (1 = very satisfied), 307 Polish physicians from 51 specialties (online, N per table 254-288 after missing codes); cov_age, cov_specialty. (CC BY 4.0) Blaszyk, M. A., & Kroemeke, A. (2023). Polish adaptation of Physician's Trust in the Patient Scale (PTPS) - psychometric properties and validation [Data set]. Mendeley Data, V1. https://doi.org/10.17632/x2rxtpzg4v.1 | link |
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| blaszyk_2023_copsoq_se | COPSOQ II self-efficacy subscale (Polish), 6 items, 1-4 (1 = fits completely), 307 Polish physicians from 51 specialties (online, N per table 254-288 after missing codes); cov_age, cov_specialty. (CC BY 4.0) Blaszyk, M. A., & Kroemeke, A. (2023). Polish adaptation of Physician's Trust in the Patient Scale (PTPS) - psychometric properties and validation [Data set]. Mendeley Data, V1. https://doi.org/10.17632/x2rxtpzg4v.1 | link |
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| blaszyk_2023_dtt | Disposition to Trust (McKnight et al. 2002, Polish), 9 items, 1-7 agreement, 307 Polish physicians from 51 specialties (online, N per table 254-288 after missing codes); cov_age, cov_specialty. (CC BY 4.0) Blaszyk, M. A., & Kroemeke, A. (2023). Polish adaptation of Physician's Trust in the Patient Scale (PTPS) - psychometric properties and validation [Data set]. Mendeley Data, V1. https://doi.org/10.17632/x2rxtpzg4v.1 | link |
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| blaszyk_2023_gts | General Trust Scale (Yamagishi & Yamagishi 1994, Polish), 7 items, 1-6 (1 = strongly agree), 307 Polish physicians from 51 specialties (online, N per table 254-288 after missing codes); cov_age, cov_specialty. (CC BY 4.0) Blaszyk, M. A., & Kroemeke, A. (2023). Polish adaptation of Physician's Trust in the Patient Scale (PTPS) - psychometric properties and validation [Data set]. Mendeley Data, V1. https://doi.org/10.17632/x2rxtpzg4v.1 | link |
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| blaszyk_2023_olbi | Oldenburg Burnout Inventory (OLBI, Polish), 16 items, 1-4 (1 = agree), 307 Polish physicians from 51 specialties (online, N per table 254-288 after missing codes); cov_age, cov_specialty. (CC BY 4.0) Blaszyk, M. A., & Kroemeke, A. (2023). Polish adaptation of Physician's Trust in the Patient Scale (PTPS) - psychometric properties and validation [Data set]. Mendeley Data, V1. https://doi.org/10.17632/x2rxtpzg4v.1 | link |
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| blaszyk_2023_ptps | Physician's Trust in the Patient Scale (PTPS, Polish adaptation), 12 items, 1-5 (completely unsure-completely sure), 307 Polish physicians from 51 specialties (online, N per table 254-288 after missing codes); cov_age, cov_specialty. (CC BY 4.0) Blaszyk, M. A., & Kroemeke, A. (2023). Polish adaptation of Physician's Trust in the Patient Scale (PTPS) - psychometric properties and validation [Data set]. Mendeley Data, V1. https://doi.org/10.17632/x2rxtpzg4v.1 | link |
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| blaszyk_2023_tbm | Trusting Beliefs Measure (McKnight et al. 2002, Polish; physicians rating themselves), 11 items, 1-7 agreement, 307 Polish physicians from 51 specialties (online, N per table 254-288 after missing codes); cov_age, cov_specialty. (CC BY 4.0) Blaszyk, M. A., & Kroemeke, A. (2023). Polish adaptation of Physician's Trust in the Patient Scale (PTPS) - psychometric properties and validation [Data set]. Mendeley Data, V1. https://doi.org/10.17632/x2rxtpzg4v.1 | link |
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| blaszyk_2023_tipi | Ten-Item Personality Inventory (TIPI, Polish), 10 items, 1-7 agreement, 307 Polish physicians from 51 specialties (online, N per table 254-288 after missing codes); cov_age, cov_specialty. (CC BY 4.0) Blaszyk, M. A., & Kroemeke, A. (2023). Polish adaptation of Physician's Trust in the Patient Scale (PTPS) - psychometric properties and validation [Data set]. Mendeley Data, V1. https://doi.org/10.17632/x2rxtpzg4v.1 | link |
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| blauberger_2025_sanctions_bg conjoint · source = "conj" |
Respondents in Bulgaria (n = 2,009) each compared 5 pairs of hypothetical EU sanction proposals against their country (framing of the accusation, consequence, number of supporting EU states, domestic opposition stance, government response procedure, trigger), choosing one and rating each 1-7. Outcomes: choice and rating. (CC0 1.0) Blauberger, M., Makaradze, S., & Spilker, G. (2025). International sanctions and domestic backlash. Exploring public support towards the EU's rule of law enforcement. European Union Politics, 27(1), 60-87. | link |
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| blauberger_2025_sanctions_hu conjoint · source = "conj" |
Respondents in Hungary (n = 2,018) each compared 5 pairs of hypothetical EU sanction proposals against their country (framing of the accusation, consequence, number of supporting EU states, domestic opposition stance, government response procedure, trigger), choosing one and rating each 1-7. Outcomes: choice and rating. (CC0 1.0) Blauberger, M., Makaradze, S., & Spilker, G. (2025). International sanctions and domestic backlash. Exploring public support towards the EU's rule of law enforcement. European Union Politics, 27(1), 60-87. | link |
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| blauberger_2025_sanctions_pl conjoint · source = "conj" |
Respondents in Poland (n = 2,010) each compared 5 pairs of hypothetical EU sanction proposals against their country (framing of the accusation, consequence, number of supporting EU states, domestic opposition stance, government response procedure, trigger), choosing one and rating each 1-7. Outcomes: choice and rating. (CC0 1.0) Blauberger, M., Makaradze, S., & Spilker, G. (2025). International sanctions and domestic backlash. Exploring public support towards the EU's rule of law enforcement. European Union Politics, 27(1), 60-87. | link |
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| bled_2021_imagery_phenomenology | Phenomenology of mental imagery in everyday situations (3 items: detail/duration/manipulation), autistic and control adults (CC BY 4.0) Bled C, Guillon Q, Soulières I, Bouvet L (2021). Thinking in pictures in everyday life situations among autistic adults. PLOS ONE, 16(7), e0255039. https://doi.org/10.1371/journal.pone.0255039 | link |
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| bled_2021_imagery_use | Use of mental imagery vs. words across 7 cognitive tasks (recollection, comprehension, anticipation, planning, problem-solving, decision, memorization), autistic and control adults (CC BY 4.0) Bled C, Guillon Q, Soulières I, Bouvet L (2021). Thinking in pictures in everyday life situations among autistic adults. PLOS ONE, 16(7), e0255039. https://doi.org/10.1371/journal.pone.0255039 | link |
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| blotner_2023_sd4_germany | Short Dark Tetrad (SD4), German version, 28 items (1-5): Machiavellianism, narcissism, psychopathy and sadism, 594 German adults (the measurement-invariance paper's German sample) (CC BY 4.0) Blötner, C., Webster, G. D., & Wongsomboon, V. (2023). Measurement invariance of the Short Dark Tetrad across cultures and genders. European Journal of Psychological Assessment, 39(5), 331-336. | link |
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| blotner_2023_sd4_usa | Short Dark Tetrad (SD4), English original, 28 items (1-5): Machiavellianism, narcissism, psychopathy and sadism, 451 U.S. respondents (the measurement-invariance paper's U.S. sample) (CC BY 4.0) Blötner, C., Webster, G. D., & Wongsomboon, V. (2023). Measurement invariance of the Short Dark Tetrad across cultures and genders. European Journal of Psychological Assessment, 39(5), 331-336. | link |
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| blotner_2026_bes | Basic Empathy Scale, German, affective (11 items) and cognitive (9 items) subscales, 1-5; 1,323 German adults (Study 2 of the people-pleasing paper). itemcov_subscale separates the two. (CC BY 4.0) Blotner, C. (2026). Valuing others over oneself: development and validation of a people pleasing scale in two German samples. Current Psychology, 45, Article 952. | link |
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| blotner_2026_hexaco60 | German HEXACO-60, 10 items per domain (1-5), 3,131 German adults. A planned-missing cross of the paper's two samples: Study 1 (n = 1,808) was administered Honesty-Humility, Agreeableness and Emotionality only, Study 2 (n = 1,323) all six domains. itemcov_domain and itemcov_facet carry the authors' own facet keying. NOTE the deposit's prefixes are not mnemonic in English: E* is eXtraversion and N* is Emotionality. (CC BY 4.0) Blotner, C. (2026). Valuing others over oneself: development and validation of a people pleasing scale in two German samples. Current Psychology, 45, Article 952. | link |
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| blotner_2026_lsrp | Levenson Self-Report Psychopathy Scale, German, primary (16 items) and secondary (10 items) subscales, 1-4; 1,323 German adults (Study 2 of the people-pleasing paper). itemcov_subscale separates primary from secondary. (CC BY 4.0) Blotner, C. (2026). Valuing others over oneself: development and validation of a people pleasing scale in two German samples. Current Psychology, 45, Article 952. | link |
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| blotner_2026_people_pleasing | People Pleasing Scale 15-item development pool (1-5, 1 = does not apply at all to 5 = completely applies), 1,894 German adults pooled from the paper's two samples: Study 1 (n = 571; planned-missingness design, only one of three random conditions saw the people-pleasing items) and Study 2 (n = 1,323). cov_study separates them. itemcov_subscale carries the final 10-item scale's three dimensions -- Responsibility (PP12-PP14), Neglect of Own Needs (PP3, PP5, PP8, PP15), Others' Expectations (PP2, PP7, PP11) -- and marks the five pool items not retained. (CC BY 4.0) Blotner, C. (2026). Valuing others over oneself: development and validation of a people pleasing scale in two German samples. Current Psychology, 45, Article 952. | link |
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| blotner_2026_svo | Social Value Orientation Slider Measure, six items, each a choice among nine ordered own/other payoff allocations (resp = the chosen option, 1-9); 1,323 German adults (Study 2 of the people-pleasing paper). The deposit's SVO1-SVO6 columns hold the chosen option; the paper's SVO angle is a composite and is not shipped. (CC BY 4.0) Blotner, C. (2026). Valuing others over oneself: development and validation of a people pleasing scale in two German samples. Current Psychology, 45, Article 952. | link |
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| blum_2018_imak_bin | Binary Correctness Scoring of Analogical Reasoning Items (CC BY 4.0) Blum D and Holling H (2018) Automatic Generation of Figural Analogies With the IMak Package. Front. Psychol. 9:1286. doi: 10.3389/fpsyg.2018.01286 | link |
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| blum_2018_imak_nom nominal · source = "nom" |
Analogical Reasoning (CC BY 4.0) Blum D and Holling H (2018) Automatic Generation of Figural Analogies With the IMak Package. Front. Psychol. 9:1286. doi: 10.3389/fpsyg.2018.01286 | link |
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| blumel_2018_mrs | Menopause Rating Scale (MRS), 11 symptom severity items (somatic, psychological, urogenital); 11 items, 0-4 (none-very severe); 427 Chilean women aged 40-59 not using hormone therapy or oral contraceptives; covariates: cov_age, cov_schooling, cov_care_type, cov_stable_partner, cov_menses, cov_hysterectomy, cov_oophorectomy, cov_years_amenorrhea. (CC BY 4.0) Blumel, J. E., Arteaga, E., Parra, J., Monsalve, C., Reyes, V., Vallejo, M. S., & Chea, R. (2018). Decision-making for the treatment of climacteric symptoms using the Menopause Rating Scale. Maturitas, 111, 15-19. https://doi.org/10.1016/j.maturitas.2018.02.010 | link |
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| blumenau_2024_representation_de conjoint · source = "conj" |
Online quota-sample respondents in Germany (Lucid, May-September 2021; n = 3,050 who reached the conjoint) each read 5 pairs of text descriptions of politicians (gender plus one further social characteristic, party and constituency link, justification style, a responsiveness quote, party-vs-own voting, and a stance on one policy issue) and chose who would better represent them. Outcome: forced choice. (CC0 1.0) Blumenau, J., Wolkenstein, F., & Wratil, C. (2024). Citizens' preferences for multidimensional representation. Perspectives on Politics, 23(2), 588-610. | link |
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| blumenau_2024_representation_uk conjoint · source = "conj" |
Online quota-sample respondents in United Kingdom (Lucid, May-September 2021; n = 3,102 who reached the conjoint) each read 5 pairs of text descriptions of politicians (gender plus one further social characteristic, party and constituency link, justification style, a responsiveness quote, party-vs-own voting, and a stance on one policy issue) and chose who would better represent them. Outcome: forced choice. (CC0 1.0) Blumenau, J., Wolkenstein, F., & Wratil, C. (2024). Citizens' preferences for multidimensional representation. Perspectives on Politics, 23(2), 588-610. | link |
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| blumenau_2024_representation_us conjoint · source = "conj" |
Online quota-sample respondents in United States (Lucid, May-September 2021; n = 2,916 who reached the conjoint) each read 5 pairs of text descriptions of politicians (gender plus one further social characteristic, party and constituency link, justification style, a responsiveness quote, party-vs-own voting, and a stance on one policy issue) and chose who would better represent them. Outcome: forced choice. (CC0 1.0) Blumenau, J., Wolkenstein, F., & Wratil, C. (2024). Citizens' preferences for multidimensional representation. Perspectives on Politics, 23(2), 588-610. | link |
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| bock_2021_career_choice_motives | 211 pre-service biology teachers. Career choice motives: 32 items on a 4-point scale across six labelled subscales - subject-specific interest (4), ability beliefs (5), low difficulty (4), utility beliefs (8), pedagogical interest (6) and social influences (5). ONE table rather than six: the deposit's labels read 'career choice motives - X', i.e. explicitly subscales of one instrument on one scale, so they collapse (contrast the self-concept and enthusiasm blocks above, whose labels name different knowledge domains and different referents). (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2021_ck_test | 211 pre-service biology teachers. Content knowledge (CK) achievement test: 38 biology-content items scored with partial credit (0/1/2). (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2021_emotional_exhaustion | 211 pre-service biology teachers. Emotional exhaustion: 4 items, 4-point. (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2021_enthusiasm_generic | 211 pre-service biology teachers. Generic enthusiasm for teaching: 6 items, 4-point. (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2021_enthusiasm_subject | 211 pre-service biology teachers. Enthusiasm for teaching the subject: 6 items, 4-point. Kept separate from generic enthusiasm because the deposit's labels name two different referents, which is the dimensionality question the paper is about. (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2021_intention_to_quit | 211 pre-service biology teachers. Intention to quit teacher education: 5 items on a 5-point applies/does-not-apply scale. One item (ITQ_2_c) was already REVERSE-RECODED by the depositors, whose label reads 'intention to quit, reversed' - for that item resp is the corrected value, not the category the respondent chose. (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2021_occupational_commitment | 211 pre-service biology teachers. Occupational commitment: 6 items on a 4-point applies/does-not-apply scale. THREE items (occo2_c, occo4_c, occo5_c) were already REVERSE-RECODED by the depositors, whose labels read 'occupational commitment, reversed' - for those items resp is the corrected value, not the category the respondent chose. (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2021_pck_test | 211 pre-service biology teachers. Pedagogical content knowledge (PCK) achievement test: 34 items scored with partial credit (0/1/2). (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2021_self_concept_ck | 211 pre-service biology teachers. Content-knowledge-related academic self-concept: 5 items, 4-point. (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2021_self_concept_pck | 211 pre-service biology teachers. Pedagogical-content-knowledge-related academic self-concept: 5 items, 4-point. (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2021_self_concept_ppk | 211 pre-service biology teachers. Pedagogical-psychological-knowledge-related academic self-concept: 5 items, 4-point. (CC BY 4.0) Bock D, Harms U, Mahler D (2021). Examining the dimensionality of pre-service teachers' enthusiasm for teaching by combining frameworks of educational science and organizational psychology. PLOS ONE 16(11). | link |
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| bock_2025_epistemic_beliefs | Epistemic beliefs about energy modelling and scenarios, 18 agreement items (Q1_1-12, Q2_1-6), 1 strongly disagree - 5 strongly agree; N = 166 energy modellers and model users; cov_age_group, cov_gender, cov_education, cov_modelling_experience, cov_organisation, cov_country_current, cov_education_field. (CC BY-SA 4.0) Bock, F., & Pfenninger, S. (2025). Epistemic Beliefs, Perceived Responsibilities, and Information Asymmetry in Energy Modelling [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14803512 | link |
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| bock_2025_responsibility | Perceived responsibility and information asymmetry between modeller and decision-maker / scenario-user, 19 sliders 0 (modeller) - 10 (decision-maker or scenario-user) over three scenarios (Q3, Q4, Q5); N = 156 energy modellers and model users; same covariates as bock_2025_epistemic_beliefs. (CC BY-SA 4.0) Bock, F., & Pfenninger, S. (2025). Epistemic Beliefs, Perceived Responsibilities, and Information Asymmetry in Energy Modelling [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14803512 | link |
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| bohlouli_2026_maternal_hads_anxiety | Hospital Anxiety and Depression Scale, anxiety subscale, 7 items scored 0-3. 302 immigrant mothers in Canada (the deposit's 304 rows include two with no item response at all). NO COVARIATES SHIP: the deposit's demographic block contains two real dates of birth -- the codebook names one column as the child's date of birth and another as the mother's, both full dates -- so the whole block is dropped, not just those two columns, because the rest of it (country of origin as free text, immigration category and status, marital status, household income, number of children) is exactly the quasi-identifier set that re-identifies a person once a date of birth has been in the same file. A value of 10 appears in several columns and is defined nowhere in the codebook; it is treated as a missing code and those cells are dropped. (CC BY 4.0) Bohlouli S, Murugeshappa D, Bohlouli B, Amin M (2026). Social media addiction, maternal mental health, and children's oral health behaviours among immigrants. PLOS ONE 21(8): e0357008. | link |
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| bohlouli_2026_maternal_hads_depression | Hospital Anxiety and Depression Scale, depression subscale, 7 items scored 0-3. 302 immigrant mothers in Canada (the deposit's 304 rows include two with no item response at all). NO COVARIATES SHIP: the deposit's demographic block contains two real dates of birth -- the codebook names one column as the child's date of birth and another as the mother's, both full dates -- so the whole block is dropped, not just those two columns, because the rest of it (country of origin as free text, immigration category and status, marital status, household income, number of children) is exactly the quasi-identifier set that re-identifies a person once a date of birth has been in the same file. A value of 10 appears in several columns and is defined nowhere in the codebook; it is treated as a missing code and those cells are dropped. (CC BY 4.0) Bohlouli S, Murugeshappa D, Bohlouli B, Amin M (2026). Social media addiction, maternal mental health, and children's oral health behaviours among immigrants. PLOS ONE 21(8): e0357008. | link |
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| bohlouli_2026_maternal_sm_addiction | Bergen Social Media Addiction Scale, 6 items on a 1-5 frequency scale, administered to mothers. 302 immigrant mothers in Canada (the deposit's 304 rows include two with no item response at all). NO COVARIATES SHIP: the deposit's demographic block contains two real dates of birth -- the codebook names one column as the child's date of birth and another as the mother's, both full dates -- so the whole block is dropped, not just those two columns, because the rest of it (country of origin as free text, immigration category and status, marital status, household income, number of children) is exactly the quasi-identifier set that re-identifies a person once a date of birth has been in the same file. A value of 10 appears in several columns and is defined nowhere in the codebook; it is treated as a missing code and those cells are dropped. (CC BY 4.0) Bohlouli S, Murugeshappa D, Bohlouli B, Amin M (2026). Social media addiction, maternal mental health, and children's oral health behaviours among immigrants. PLOS ONE 21(8): e0357008. | link |
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| boissonneault_2022_migration_experts conjoint · source = "conj" |
138 European migration professionals each evaluated 4 vignettes describing 2021-2030 changes in 7 binary drivers (MENA youth share, fundamentalism, political stability, unemployment gap; European ageing, attitudes, policy) and estimated the change in family, work, refugee and return migration from MENA to Europe by 2030 (multiplication factor) and in the difficulty of achieving safe, orderly and regular migration. (CC BY 4.0) Boissonneault, M., & Costa, R. (2022). QuantMig survey on the future of migration between Europe and the Middle East & North Africa [Data set]. Zenodo. | link |
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| boni_2018_mbi_ss | Maslach Burnout Inventory - Student Survey (15 items), Brazilian medical students (CC BY 4.0) Boni RADS, Paiva CE, de Oliveira MA, Lucchetti G, Fregnani JHTG, Paiva BSR (2018). Burnout among medical students during the first years of undergraduate school: Prevalence and associated factors. PLOS ONE, 13(3), e0191746. https://doi.org/10.1371/journal.pone.0191746 | link |
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| bonnenfant_2026_cyprus_peace conjoint · source = "conj" |
Greek Cypriot and Turkish Cypriot residents of Cyprus (n = 1,621) compared, in five tasks of two profiles, hypothetical peace-settlement packages described by federal executive, territory, property compensation, implementation arrangement and supreme court, and chose one in each pair. (CC0 1.0) Kuscu Bonnenfant, I., Morgan-Jones, E., Psaltis, C., Popp, R., Sudulich, L., & Loizides, N. (2026). Long-distance nationalism and peace settlement preferences. International Studies Quarterly, 70(1), sqag008. | link |
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| borbath_2025_new_party_brand conjoint · source = "conj" |
Adults in Austria, Italy and Hungary (n = 6,399) compared, in three tasks of two profiles, hypothetical new political groups described by name (New / Party for a new / Movement for a new [country]), organization and form of action, rating support (1-11) and choosing the one they would be more likely to vote for. (CC0 1.0) Borbáth, E., & Hutter, S. (2025). Brand transformation in European politics: The rise and limits of nonclassical names. Perspectives on Politics. | link |
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| borbath_2025_party_rebranding conjoint · source = "conj" |
Adults in Austria, Italy and Hungary with a party to rebrand (n = 5,899) compared, in three tasks of two profiles, counterfactual versions of their own party (adds/drops 'party' or 'movement' in its name, organization, form of action), rating support (1-11) and choosing the one they would be more likely to vote for. (CC0 1.0) Borbáth, E., & Hutter, S. (2025). Brand transformation in European politics: The rise and limits of nonclassical names. Perspectives on Politics. | link |
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| borbath_2025_volunteer_mobilization conjoint · source = "conj" |
2,798 respondents in Germany, Italy and Poland (March 2021) each rated twice how likely they were to volunteer, and to donate, after a vignette in which a mobilizing actor (friends, local or national aid organization, local administration) displaying an emotion asked for help for older people or people in financial difficulty. (CC0 1.0) Borbáth, E., & Hutter, S. (2025). Mobilizing individuals in crisis: The role of civil society organizations in volunteer engagement during COVID-19. Journal of Civil Society, 21(4). | link |
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| bordeleau_2024_democracy_security conjoint · source = "conj" |
Quota samples of adults in Australia, Canada and the UK (Qualtrics, Nov-Dec 2024; n = 3,033) each compared three pairs of hypothetical societies varying the economy, crime and five dimensions of democracy (elections, media, checks and balances, accountability, free speech); forced choice plus a 0-10 rating of each society. (CC BY 4.0) Bordeleau, J.-N. (2024). Are people equally willing to trade different dimensions of democracy for material and physical security? [Data set]. OSF. | link |
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| borges_2026_flow_musicians | Flow State Scale-1 (Portuguese), 36 items (1-5), 382 Portuguese musicians. Superset of figshare 32995919 (194 of these respondents, 100% cell agreement). (CC BY 4.0) Nery Borges (2026). Dataset of Flow State Scale Responses in Portuguese Musicians (Excel). figshare. Dataset. (Author identified from the companion deposit 10.6084/m9.figshare.32995919; this record lists only a placeholder 'Research Team'.) | link |
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| borges_brazil_residency_2024_cbt | Computer-based testing (CBT) for medical residency applications in Brazil (CC0 1.0) Borges, M. C., Santos, L. L., Manso, P. H., Moisés, E. C. D., Coltro, P. S., Fonseca, P. C., ... & Ricz, H. M. A. (2024). Increased accessibility of computer-based testing for residency application to a hospital in Brazil with item characteristics comparable to paper-based testing: a psychometric study. Journal of Educational Evaluation for Health Professions, 21, 32. | link |
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| borges_brazil_residency_2024_cbt_nom nominal · source = "nom" |
Computer-based testing (CBT) for medical residency applications in Brazil (CC0 1.0) Borges, M. C., Santos, L. L., Manso, P. H., Moisés, E. C. D., Coltro, P. S., Fonseca, P. C., ... & Ricz, H. M. A. (2024). Increased accessibility of computer-based testing for residency application to a hospital in Brazil with item characteristics comparable to paper-based testing: a psychometric study. Journal of Educational Evaluation for Health Professions, 21, 32. | link |
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| borges_brazil_residency_2024_pbt | Paper-based testing (PBT) for medical residency applications in Brazil (CC0 1.0) Borges, M. C., Santos, L. L., Manso, P. H., Moisés, E. C. D., Coltro, P. S., Fonseca, P. C., ... & Ricz, H. M. A. (2024). Increased accessibility of computer-based testing for residency application to a hospital in Brazil with item characteristics comparable to paper-based testing: a psychometric study. Journal of Educational Evaluation for Health Professions, 21, 32. | link |
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| borges_brazil_residency_2024_pbt_nom nominal · source = "nom" |
Paper-based testing (PBT) for medical residency applications in Brazil (CC0 1.0) Borges, M. C., Santos, L. L., Manso, P. H., Moisés, E. C. D., Coltro, P. S., Fonseca, P. C., ... & Ricz, H. M. A. (2024). Increased accessibility of computer-based testing for residency application to a hospital in Brazil with item characteristics comparable to paper-based testing: a psychometric study. Journal of Educational Evaluation for Health Professions, 21, 32. | link |
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| borry_2018_rule_following conjoint · source = "conj" |
150 respondents (Study 2) each read one organizational-rule vignette that was written or unwritten and consistently or inconsistently enforced (2x2 between-subject) and indicated rule following (0) or rule bending (1). (CC0 1.0) Borry, E. L., DeHart-Davis, L., Kaufmann, W., Merritt, C. C., Mohr, Z., & Tummers, L. (2018). Formalization and consistency heighten organizational rule following: Experimental and survey evidence. Public Administration, 96(2), 368-385. | link |
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| bostouwen_2017_selfmanagement conjoint · source = "conj" |
Factorial clinical-vignette survey: 140 Dutch primary-care providers (60 GPs, 80 practice nurses, 2014) each rated 12 text vignettes of a COPD or diabetes patient varying 11 patient factors, on the likelihood of providing self-management support, its expected success, and their confidence (each 1-5). (CC0 1.0) Bos-Touwen, I. D., Trappenburg, J. C. A., van der Wulp, I., Schuurmans, M. J., & de Wit, N. J. (2017). Patient factors that influence clinicians' decision making in self-management support: A clinical vignette study. PLoS ONE, 12(2), e0171251. | link |
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| botella_guijarro_2022_gambling_intent | Intention to gamble, 3 items, 1-7. 354 Spanish secondary students aged 14-16, measured in 2016 (wave 1) and 2018 (wave 3). Covariates: sex, age at wave 1. (CC BY 4.0) Botella-Guijarro A, Lloret-Irles D, Segura-Heras JV, Moriano-Leon JA (2022) Characterization and prediction of gambling behavior in adolescents using the COM-B model. PLoS ONE 17(11): e0277520. https://doi.org/10.1371/journal.pone.0277520 | link |
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| botella_guijarro_2022_peer_norms | Perceived peer norms about gambling, 4 items, 0-4; item 3 deposited already reverse-scored. 354 Spanish secondary students aged 14-16, measured in 2016 (wave 1) and 2018 (wave 3). Covariates: sex, age at wave 1. (CC BY 4.0) Botella-Guijarro A, Lloret-Irles D, Segura-Heras JV, Moriano-Leon JA (2022) Characterization and prediction of gambling behavior in adolescents using the COM-B model. PLoS ONE 17(11): e0277520. https://doi.org/10.1371/journal.pone.0277520 | link |
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| bottesi_2019_bai | The 21-item Italian Beck Anxiety Inventory, 0-3, from 259 community adults. 5,400 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_bdi2 | The 21-item Italian Beck Depression Inventory-II, 0-3, from 259 community adults. 5,434 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_caq35 | A 35-item 1-5 agreement battery labelled CAQ_01..CAQ_35 in the deposit, answered by the same 429 community adults. Not named in the paper and not identified with a published scale; block mean correlates .42 with the IUS-R. 15,002 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_dass21 | The 21-item Italian Depression Anxiety Stress Scales-21, 0-3, from 170 community adults. 3,563 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_ius_r | The 12-item Italian Intolerance of Uncertainty Scale-Revised, 1-5, pooled over the two samples of its validation study: 758 community adults and 163 psychology undergraduates retested one month later (cov_sample distinguishes them, wave carries the retest). 924 respondents, 12,987 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_njre_checklist | The Not Just Right Experiences Questionnaire-Revised checklist: 10 experiences marked 0/1 by 213 community adults. Shipped separately from the severity ratings, which are on a different scale. 2,130 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_njre_severity | The NJRE-Q-R severity section: 7 ratings of the respondent's most recent Not Just Right Experience, 1-7, from 213 community adults. 1,491 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_npoq | The 12-item Italian Negative Problem Orientation Questionnaire, 1-5, from 429 community adults in the Italian IUS-R validation study. 5,145 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_obq87 | The 87-item Italian Obsessive Beliefs Questionnaire, 1-7, from 213 community adults. 18,528 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_oci_r | The 18-item Italian Obsessive Compulsive Inventory-Revised, 0-4, from 127 community adults. 2,286 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_pswq | The 16-item Italian Penn State Worry Questionnaire, 1-5, from 429 community adults. Items are shipped unrecoded; the deposit's five reverse-coded copies are not. 6,860 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_sps | The 20-item Italian Social Phobia Scale, 0-4, from 127 community adults. 2,540 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| bottesi_2019_ww37 | A 37-item 1-5 agreement battery labelled WW_01..WW_37 in the deposit, answered by 429 community adults in the Italian IUS-R validation study. The paper lists only the nine instruments it analyses and does not name this block (the file merges four related studies), so the construct is unidentified; the block mean correlates .43 with the IUS-R. 15,865 responses. (CC BY 4.0) Bottesi G, Noventa S, Freeston MH, Ghisi M (2019). Seeking certainty about Intolerance of Uncertainty: Addressing old and new issues through the Intolerance of Uncertainty Scale-Revised. PLOS ONE 14(2): e0211929. | link |
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| boudreau_2019_police_blame rankings · source = "rank" |
Survey ranking question: full 1-7 ranking of the actors most to blame for the 2018 Stephon Clark shooting, in a three-arm information-framing experiment (cov_treat: 0 control, 1 pattern framing, 2 reform framing). 2465 respondents, 7 ranked items, 7 rank positions used, 17255 rows. One row per respondent x marked position; item = a candidate code c01.. in alphabetical order of the printed names (names not stored), resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Boudreau, C., MacKenzie, S. A. & Simmons, D. J. 2019. 'Police Violence and Public Perceptions: An Experimental Study of How Information and Endorsements Affect Support for Law Enforcement.' The Journal of Politics 81(3). Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| boudreau_2022_police_reform | Support for four police reform proposals (certification, carotid holds, review boards, intervention programs); N=1633, 4 items, 1-5 Likert; experimental survey with law enforcement endorsement conditions (CC0 1.0) Boudreau, C.; MacKenzie, S.; Simmons, D. (2022). Police Violence and Public Opinion After George Floyd: How the Black Lives Matter Movement and Endorsements Affect Support for Reforms. Political Research Quarterly 75(2): 497-511. DOI: 10.1177/10659129221081007 | link |
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| bowen_2023_nuclear_strikes conjoint · source = "conj" |
US respondents (n = 2,078 answering; survey-weighted sample) each chose between 12 pairs of hypothetical military strikes varying strike type (nuclear or conventional), chance of success, military casualties, allied approval, civilian casualties and environmental damage; half the pairs used restricted 'realistic' randomization. (CC0 1.0) Bowen, T., Goldfien, M. A., & Graham, M. H. (2023). Public opinion and nuclear use: Evidence from factorial experiments. The Journal of Politics, 85(1), 345-350. | link |
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| boyd_prism_2024 | Parasocial Relationships in Social Media survey (CC BY 4.0) Boyd AT, Rocconi LM, Morrow JA (2024) Construct validation and measurement invariance of the Parasocial Relationships in Social Media survey. PLoS ONE 19(3): e0300356. https://doi.org/10.1371/journal.pone.0300356 | link |
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| bps_boredom_bieleke2022 | Boredom proneness scale (CC BY 4.0) Bieleke, M., Ripper, L., Schüler, J., & Wolff, W. (2022). Boredom is the root of all evil—or is it? A psychometric network approach to individual differences in behavioural responses to boredom. Royal Society open science, 9(9), 211998. | link |
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| bracic_2023_judge_fairness conjoint · source = "conj" |
US online respondents (Lucid/Qualtrics, October 2019; n = 4,334, 4,042 completing all pairs) read a hypothetical employment-discrimination case (type randomized across 5 arms) and compared 5 pairs of judges varying on 7 attributes (race, gender, sexual orientation, nominating party, age, law school, previous job); outcomes are which judge they trust more to hear the case fairly, plus 1-7 ideology and impartiality placements and 1-4 trust in the Supreme Court if the judge joined it. (CC0 1.0) Bracic, A., Israel-Trummel, M., Johnson, T., & Tipler, K. (2023). "Because he is gay": How race, gender, and sexuality shape perceptions of judicial fairness. The Journal of Politics, 85(4), 1167-1181. | link |
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| bradleyterry2_cems competitions · source = "comp" |
Rater preferences for management schools (GPL-3.0) Turner, H., & Firth, D. (2012). Bradley-Terry models in R: the BradleyTerry2 package. Journal of statistical software, 48, 1-21. | link |
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| brain_hemisphere | Data from an interactive version of the Open Hemispheric Brain Dominance Scale survey, a measure of left and right brain cognitive style (CC BY 4.0) Jorgenson, E. (2016). Open Hemispheric Brain Dominance Scale [dataset and codebook]. http://openpsychometrics.org/_rawdata/OHBDS-data.zip | link |
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| bramley_vitello_2019_gcse competitions · source = "comp" |
Comparative judgement of 150 GCSE English scripts by 34 judges across three studies (adaptive, round-robin, random). One row per comparison; rater = judge. (CC BY 4.0) Bramley, T., & Vitello, S. (2019). The effect of adaptivity on the reliability coefficient in adaptive comparative judgement. Assessment in Education: Principles, Policy & Practice, 26(1), 43-58. | link |
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| brand_raffaelli_2024_familiarity_24 | BRAND2024 Familiarity (CC BY 4.0) Raffaelli, C., Bocchi, E., Estes, Z. et al. BRAND: Brand recognition and attitude norms database. Behav Res 57, 17 (2025). https://doi.org/10.3758/s13428-024-02525-x | link |
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| brand_raffaelli_2024_liking_20 | BRAND2020 Liking (CC BY 4.0) Raffaelli, C., Bocchi, E., Estes, Z. et al. BRAND: Brand recognition and attitude norms database. Behav Res 57, 17 (2025). https://doi.org/10.3758/s13428-024-02525-x | link |
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| brand_raffaelli_2024_liking_24 | BRAND2024 Liking (CC BY 4.0) Raffaelli, C., Bocchi, E., Estes, Z. et al. BRAND: Brand recognition and attitude norms database. Behav Res 57, 17 (2025). https://doi.org/10.3758/s13428-024-02525-x | link |
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| brand_raffaelli_2024_recognition_20 | BRAND2020 Recognition (CC BY 4.0) Raffaelli, C., Bocchi, E., Estes, Z. et al. BRAND: Brand recognition and attitude norms database. Behav Res 57, 17 (2025). https://doi.org/10.3758/s13428-024-02525-x | link |
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| brandao_2025_sniffin_sticks | Sniffin' Sticks odour identification test, Brazilian Portuguese adaptation, one item per target odour (15 of the SS-16; orange is absent from the deposit), 1 = correctly identified, 0 = not. 144 Brazilian healthcare professionals. (CC BY 4.0) de Paula Brandão PR, Pereira DA, de Carvalho Bispo DD, von Glehn F, Silveira-Moriyama L, Titze-de-Almeida SS, et al. (2025). Sniffin' sticks smell identification test: exploring measurement properties in an adult Brazilian healthcare professionals sample. PeerJ. | link |
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| braniecka_2022_bdi | Beck Depression Inventory-II (Polish), 21 items, 0-3. 122 outpatients in full or partial remission from depression, Poland. The deposit's stored total disagrees with the item sum in 20 rows; items ship as deposited. Covariates: gender, age, experimental condition, remission type, comorbidity, depressive episodes, age at first depression, hospitalisations, medication, education, employment. (CC BY 4.0) Braniecka A, Wołkowicz I, Orylska A, Antosik-Wójcińska AZ, Chrzczonowicz-Stępień A, Bolek E (2022) Differential effects of stress-related and stress-unrelated humor in remitted depression. Scientific Reports 12: 7946. https://doi.org/10.1038/s41598-022-11515-y | link |
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| brazzill_2020_social_investment conjoint · source = "conj" |
Japanese adults (Rakuten Insight online panel, March 2019; n = 1,274 answering) each chose between 2 pairs (a third pair was asked, but its answers in the deposit duplicate the second's) of policy packages varying spending on education, women's employment, childcare and social security, income, sales and corporate taxes, and government debt. (CC0 1.0) Brazzill, M., Magara, H., & Yanai, Y. (2020). When voters favour the social investment welfare state. Japanese Journal of Political Science, 21(4), 194-205. | link |
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| bredbenner_2019_comprehension_cohn | Comprehension of a real research paper (Cohn et al.) after seeing one of twelve summary formats: a topic question plus five true/false statements, scored 0/1. 6 items, all 538 respondents. 538 respondents randomised across 12 summary-format conditions (Abstract, Graphic, plain language summary and Video, each in three versions), 26-61 per arm. cov_condition carries the arm as the deposit's own label rather than as `treat`, because there is no control to code 0 against -- all twelve arms are summary formats and the paper's comparison is between them. cov_career is 1 research scientist, 3 adult in a science-related career, and 2 BOTH adult in a non-science career AND undergraduate student: the deposit's code collapses two quite different groups into one, which a bare code would hide. The self-described gender field and the free-text comments are not shipped in any form, and neither is the authors' undocumented 0/1 recoding of gender. (CC BY 4.0) Bredbenner K, Simon SM (2019). Video abstracts and plain language summaries are more effective than graphical abstracts and published abstracts. PLOS ONE 14(11): e0224697. | link |
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| bredbenner_2019_comprehension_takata | Comprehension of a second research paper (Takata et al.), same 6-item structure. 446 respondents -- 92 dropped out before this half of the survey, unevenly across arms, so the absence is informative rather than random. 538 respondents randomised across 12 summary-format conditions (Abstract, Graphic, plain language summary and Video, each in three versions), 26-61 per arm. cov_condition carries the arm as the deposit's own label rather than as `treat`, because there is no control to code 0 against -- all twelve arms are summary formats and the paper's comparison is between them. cov_career is 1 research scientist, 3 adult in a science-related career, and 2 BOTH adult in a non-science career AND undergraduate student: the deposit's code collapses two quite different groups into one, which a bare code would hide. The self-described gender field and the free-text comments are not shipped in any form, and neither is the authors' undocumented 0/1 recoding of gender. (CC BY 4.0) Bredbenner K, Simon SM (2019). Video abstracts and plain language summaries are more effective than graphical abstracts and published abstracts. PLOS ONE 14(11): e0224697. | link |
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| bredbenner_2019_format_preference | Preference for five ways of getting new scientific information (video, graphic, research paper, audio, written). 5 items, 0-4. 538 respondents randomised across 12 summary-format conditions (Abstract, Graphic, plain language summary and Video, each in three versions), 26-61 per arm. cov_condition carries the arm as the deposit's own label rather than as `treat`, because there is no control to code 0 against -- all twelve arms are summary formats and the paper's comparison is between them. cov_career is 1 research scientist, 3 adult in a science-related career, and 2 BOTH adult in a non-science career AND undergraduate student: the deposit's code collapses two quite different groups into one, which a bare code would hide. The self-described gender field and the free-text comments are not shipped in any form, and neither is the authors' undocumented 0/1 recoding of gender. (CC BY 4.0) Bredbenner K, Simon SM (2019). Video abstracts and plain language summaries are more effective than graphical abstracts and published abstracts. PLOS ONE 14(11): e0224697. | link |
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| bredbenner_2019_reactions_cohn | Reactions to the Cohn summary: enjoyment, feeling of understanding, and wanting more science updates. 3 items, 0-4. 538 respondents randomised across 12 summary-format conditions (Abstract, Graphic, plain language summary and Video, each in three versions), 26-61 per arm. cov_condition carries the arm as the deposit's own label rather than as `treat`, because there is no control to code 0 against -- all twelve arms are summary formats and the paper's comparison is between them. cov_career is 1 research scientist, 3 adult in a science-related career, and 2 BOTH adult in a non-science career AND undergraduate student: the deposit's code collapses two quite different groups into one, which a bare code would hide. The self-described gender field and the free-text comments are not shipped in any form, and neither is the authors' undocumented 0/1 recoding of gender. (CC BY 4.0) Bredbenner K, Simon SM (2019). Video abstracts and plain language summaries are more effective than graphical abstracts and published abstracts. PLOS ONE 14(11): e0224697. | link |
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| bredbenner_2019_reactions_takata | Reactions to the Takata summary, same 3 items. 446 respondents. 538 respondents randomised across 12 summary-format conditions (Abstract, Graphic, plain language summary and Video, each in three versions), 26-61 per arm. cov_condition carries the arm as the deposit's own label rather than as `treat`, because there is no control to code 0 against -- all twelve arms are summary formats and the paper's comparison is between them. cov_career is 1 research scientist, 3 adult in a science-related career, and 2 BOTH adult in a non-science career AND undergraduate student: the deposit's code collapses two quite different groups into one, which a bare code would hide. The self-described gender field and the free-text comments are not shipped in any form, and neither is the authors' undocumented 0/1 recoding of gender. (CC BY 4.0) Bredbenner K, Simon SM (2019). Video abstracts and plain language summaries are more effective than graphical abstracts and published abstracts. PLOS ONE 14(11): e0224697. | link |
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| bredbenner_2019_updates_in_field | Preference for five ways of getting research updates IN one's own field. 5 items, 0-4, research scientists only (201 ids). Same learned label-to-number mapping as the outside-field battery. 538 respondents randomised across 12 summary-format conditions (Abstract, Graphic, plain language summary and Video, each in three versions), 26-61 per arm. cov_condition carries the arm as the deposit's own label rather than as `treat`, because there is no control to code 0 against -- all twelve arms are summary formats and the paper's comparison is between them. cov_career is 1 research scientist, 3 adult in a science-related career, and 2 BOTH adult in a non-science career AND undergraduate student: the deposit's code collapses two quite different groups into one, which a bare code would hide. The self-described gender field and the free-text comments are not shipped in any form, and neither is the authors' undocumented 0/1 recoding of gender. (CC BY 4.0) Bredbenner K, Simon SM (2019). Video abstracts and plain language summaries are more effective than graphical abstracts and published abstracts. PLOS ONE 14(11): e0224697. | link |
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| bredbenner_2019_updates_outside_field | Preference for four ways of getting research updates OUTSIDE one's own field. 4 items, 0-4. Asked of research scientists only, so this table carries 201 ids -- routing, not missingness. The deposit stores this battery only as words; the numbers come from the deposit's OWN label-to-number coding, learned from the five twinned text/numeric columns of the other preference battery, where the five labels map one-to-one onto 0-4. The bijection is asserted before being applied. 538 respondents randomised across 12 summary-format conditions (Abstract, Graphic, plain language summary and Video, each in three versions), 26-61 per arm. cov_condition carries the arm as the deposit's own label rather than as `treat`, because there is no control to code 0 against -- all twelve arms are summary formats and the paper's comparison is between them. cov_career is 1 research scientist, 3 adult in a science-related career, and 2 BOTH adult in a non-science career AND undergraduate student: the deposit's code collapses two quite different groups into one, which a bare code would hide. The self-described gender field and the free-text comments are not shipped in any form, and neither is the authors' undocumented 0/1 recoding of gender. (CC BY 4.0) Bredbenner K, Simon SM (2019). Video abstracts and plain language summaries are more effective than graphical abstracts and published abstracts. PLOS ONE 14(11): e0224697. | link |
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| brederecke_2020_cancer_gad7 | Generalized Anxiety Disorder-7 (GAD-7), German, 0 not at all .. 3 nearly every day. German cancer patients in a relationship (about 275 answered each block). Covariates: sex, age, education, employment, cancer group, months since diagnosis. (CC BY 4.0) Brederecke J, Zimmermann T (2020). Psychometric properties of the German version of the Self Image Scale (SIS-D) in a sample of cancer patients. PLOS ONE 15(10): e0240619. | link |
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| brederecke_2020_cancer_phq9 | Patient Health Questionnaire-9 (PHQ-9), German, 0 not at all .. 3 nearly every day. German cancer patients in a relationship (about 275 answered each block). Covariates: sex, age, education, employment, cancer group, months since diagnosis. (CC BY 4.0) Brederecke J, Zimmermann T (2020). Psychometric properties of the German version of the Self Image Scale (SIS-D) in a sample of cancer patients. PLOS ONE 15(10): e0240619. | link |
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| brederecke_2020_cancer_qmi | Quality of Marriage Index (QMI), German, items 1-5 1 strongly disagree .. 7 strongly agree, item 6 1 extremely low .. 10 extremely high happiness. German cancer patients in a relationship (about 275 answered each block). Covariates: sex, age, education, employment, cancer group, months since diagnosis. (CC BY 4.0) Brederecke J, Zimmermann T (2020). Psychometric properties of the German version of the Self Image Scale (SIS-D) in a sample of cancer patients. PLOS ONE 15(10): e0240619. | link |
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| brederecke_2020_cancer_qsc | Questionnaire on Stress in Cancer Patients, revised (QSC-R23), German, 23 items, 0 not applicable, 1 slight problem .. 5 very serious problem. German cancer patients in a relationship (about 275 answered each block). Covariates: sex, age, education, employment, cancer group, months since diagnosis. (CC BY 4.0) Brederecke J, Zimmermann T (2020). Psychometric properties of the German version of the Self Image Scale (SIS-D) in a sample of cancer patients. PLOS ONE 15(10): e0240619. | link |
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| brederecke_2020_cancer_sis | Self Image Scale, German (SIS-D), 11 items, 1 strongly disagree .. 5 strongly agree; SIS4_recoded and SIS9_recoded stored reversed, as named. German cancer patients in a relationship (about 275 answered each block). Covariates: sex, age, education, employment, cancer group, months since diagnosis. (CC BY 4.0) Brederecke J, Zimmermann T (2020). Psychometric properties of the German version of the Self Image Scale (SIS-D) in a sample of cancer patients. PLOS ONE 15(10): e0240619. | link |
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| brederecke_2020_phq4 | Psychometric properties of the German version of the Self-Image Scale (SIS) and PHQ-4 (CC BY 4.0) Brederecke, J., Scott, J. L., de Zwaan, M. et al. (2020). Psychometric properties of the German version of the Self-Image Scale (SIS). PLOS ONE. https://doi.org/10.1371/journal.pone.0230331 | link |
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| brederecke_2020_sis | Psychometric properties of the German version of the Self-Image Scale (SIS) and PHQ-4 (CC BY 4.0) Brederecke, J., Scott, J. L., de Zwaan, M. et al. (2020). Psychometric properties of the German version of the Self-Image Scale (SIS). PLOS ONE. https://doi.org/10.1371/journal.pone.0230331 | link |
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| brehm_2025_job_training_germany conjoint · source = "conj" |
German survey respondents (IFES 2023; n = 1,882) chose between two hypothetical people in 6 tasks of a job-training conjoint, profiles varying in age, family, gender, occupation, criminal record and origin (Saxony, DE / Hamburg, DE / Bavaria, DE / Bucharest, RO). Outcome: forced choice. (CC0 1.0) Brehm, N., Zhou, A. H., & Denney, S. (2025). From division to democracy: Integrating post-socialist citizens in Germany and South Korea. Communist and Post-Communist Studies. | link |
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| brehm_2025_job_training_korea conjoint · source = "conj" |
South Korean survey respondents (IFES 2023; n = 1,768) chose between two hypothetical people in 7 tasks of a job-training conjoint, profiles varying in age, family, gender, occupation, criminal record and origin (North Hamgyong, DPRK / Busan, ROK / Gyeonggi, ROK / Hanoi, Vietnam). Outcome: forced choice. (CC0 1.0) Brehm, N., Zhou, A. H., & Denney, S. (2025). From division to democracy: Integrating post-socialist citizens in Germany and South Korea. Communist and Post-Communist Studies. | link |
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| brehm_2025_politicians_germany conjoint · source = "conj" |
2071 German respondents (quota sample plus an Eastern German oversample) each chose between two hypothetical emerging politicians in 8 tasks; profiles are positions on democracy, the economy, welfare, gender roles and ethnic/cultural diversity, shown as statements in German. (CC BY 4.0) Brehm, N., Zhou, A. H., & Denney, S. (2025). From division to democracy: Integrating post-socialist citizens in Germany and South Korea. Communist and Post-Communist Studies. | link |
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| brehm_2025_politicians_korea conjoint · source = "conj" |
1994 South Korean online panel respondents each chose between two hypothetical emerging politicians in 7 tasks; profiles are positions on democracy, the economy, welfare, gender roles and ethnic/cultural diversity, shown as statements in Korean. (CC BY 4.0) Brehm, N., Zhou, A. H., & Denney, S. (2025). From division to democracy: Integrating post-socialist citizens in Germany and South Korea. Communist and Post-Communist Studies. | link |
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| brehm_2025_politicians_nk_migrants conjoint · source = "conj" |
311 North Korean migrants living in South Korea (recruited through an NGO) each chose between two hypothetical emerging politicians in 10 tasks; profiles are positions on democracy, the economy, welfare, gender roles and ethnic/cultural diversity, shown as statements in Korean. (CC BY 4.0) Brehm, N., Zhou, A. H., & Denney, S. (2025). From division to democracy: Integrating post-socialist citizens in Germany and South Korea. Communist and Post-Communist Studies. | link |
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| breitenstein_2019_corrupt_mayors conjoint · source = "conj" |
Spanish adults in an online quota sample (June 2016, n=2,248) evaluated 3 pairs of hypothetical mayoral candidates varying sex, party, qualities, economic performance and corruption. Outcomes: 0-10 probability of voting for each candidate, and a forced choice between them. (CC0 1.0) Breitenstein, S. (2019). Choosing the crook: A conjoint experiment on voting for corrupt politicians. Research & Politics, 6(1). | link |
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| bremer_2022_social_spending conjoint · source = "conj" |
3,716 voters in Germany, Italy and the UK (Qualtrics panels) each chose between two zero-sum fiscal packages in 5 tasks, where spending on six social policies (training for the unemployed, childcare, education, unemployment benefits, child benefits, pensions) is decreased, unchanged or increased; choice and a 0-10 support rating of each package. (CC0 1.0) Bremer, B., & Bürgisser, R. (2022). Public opinion on welfare state recalibration in times of austerity: Evidence from survey experiments. Political Science Research and Methods, 11(1), 34-52. | link |
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| breyer_2025_social_status conjoint · source = "conj" |
Swiss residents (German-language online survey; 2,499 respondents) compared 5 pairs of hypothetical persons varying occupation, education, income, place of residence, gender, sexuality, migration background and age: which person stands higher in Swiss society (choice, n = 2,382) and each person's place on a 1-10 status ladder (rating, n = 2,436). (CC0 1.0) Breyer, M. (2025). Perceptions of the social status hierarchy and its cultural and economic sources. European Journal of Political Research, 64(2), 810-833. | link |
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| briganti_2019_csws | Contingencies of Self-Worth Scale (Crocker et al. 2003), 35 items (1-7) across seven domains, 680 university students in Brussels; the seven negatively worded items are stored already reverse-scored (CC BY 4.0) Briganti, G., Fried, E. I., & Linkowski, P. (2019). Network analysis of Contingencies of Self-Worth Scale in 680 university students. Psychiatry Research, 272, 252-257. | link |
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| bringmann_2013_esm_mood | Momentary mood in an experience sampling study within a randomised trial of mindfulness-based cognitive therapy for residual depression (Netherlands). Six 7-point items: I feel cheerful / relaxed / fearful / sad, I am worrying (1 to 7), and pleasantness of the most important event since the previous beep (-3 to +3). 129 people, 10 beeps/day in a six-day baseline and a six-day period 2-3 months later; wave = period*100 + (day-1)*10 + beep (1-100 baseline, 101-200 follow-up). treat = 1 for MBCT (n=63), 0 for waiting list (n=66). No timestamps, so no date. (CC BY-NC 4.0) Bringmann, L. F., Vissers, N., Wichers, M., Geschwind, N., Kuppens, P., Peeters, F., Borsboom, D., & Tuerlinckx, F. (2013). A Network Approach to Psychopathology: New Insights into Clinical Longitudinal Data. PLOS ONE, 8(4), e60188. | link |
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| broadband_inventories | Data from an interactive personality test that combines the scales from 8 different well regarded tests into one. (CC BY 4.0) Yarkoni, T. (2010). The abbreviation of personality, or how to measure 200 personality scales with 200 items. Journal of Research in Personality, 44, 180-198. | link |
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| brooks_2026_mining_argentina conjoint · source = "conj" |
Argentine online panel respondents (IPSOS; n = 2,424, 2,267 after the authors' speed rule) chose between two hypothetical critical-mineral mining projects in 4 tasks and rated each 1-5 stars; projects varied in local community (agricultural/indigenous), owner (YPF/Chinese/North American), new jobs, importance for green technologies, damage to water and soil, and government tax incentives. (CC0 1.0) Brooks, S. M., Lacroix Eussler, S., & Voeten, E. (2026). Environmental, economic, and geopolitical trade-offs in critical mineral mining projects: Evidence from a conjoint experiment in Argentina. The Extractive Industries and Society, 27, 101925. | link |
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| brouwer_2026_meat_justification | Six meat-eating justification statements (animals don't suffer; meat is necessary; 1-7) from 446 omnivores (Study 2; 4 conditions as cov_condition). (CC BY-SA 4.0) Brouwer, C., Bolderdijk, J. W., & Cornelissen, G. (2026). Datasets for: 'Communicating meat-free principles without coming across as the veg*n judge - Is demonstrating self-compassion the antidote?' [Data set]. PsychArchives. https://doi.org/10.23668/psycharchives.21746 | link |
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| brouwer_2026_reading_emotions | Eight emotions felt while reading a veg*n's written text (1-7) from 446 omnivores (Study 2; 4 conditions as cov_condition). (CC BY-SA 4.0) Brouwer, C., Bolderdijk, J. W., & Cornelissen, G. (2026). Datasets for: 'Communicating meat-free principles without coming across as the veg*n judge - Is demonstrating self-compassion the antidote?' [Data set]. PsychArchives. https://doi.org/10.23668/psycharchives.21746 | link |
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| brouwer_2026_state_self_regard | State self-regard ('At this moment I feel ___', 15 items, 1-7) from 456 omnivores after a veg*n video vignette (Study 1; 4 conditions as cov_condition). (CC BY-SA 4.0) Brouwer, C., Bolderdijk, J. W., & Cornelissen, G. (2026). Datasets for: 'Communicating meat-free principles without coming across as the veg*n judge - Is demonstrating self-compassion the antidote?' [Data set]. PsychArchives. https://doi.org/10.23668/psycharchives.21746 | link |
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| bruckmann_2020_ev_policy conjoint · source = "conj" |
Swiss car holders (non-EV and EV holders in four German-speaking cantons, 2018, n = 5,325 completes, 4,973 with outcomes) chose between and rated two electric-vehicle policy packages varying charging infrastructure, purchase subsidy, information requirements, registration ban and (for a random half) funding, in 5 paired tasks. (CC0 1.0) Brückmann, G., & Bernauer, T. (2020). What drives public support for policies to enhance electric vehicle adoption? Environmental Research Letters, 15(9), 094002. | link |
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| bruckmann_2025_solar_abstention conjoint · source = "conj" |
Swiss respondents (population-registry sample) compared pairs of photovoltaic-module projects (location, reimbursement, purchase channel, module price, provider) and rated each project's acceptability; half could abstain from choosing. 4,466 respondents, 5 tasks, choice plus a 1-5 rating. (CC BY 4.0) Brückmann, G., & Stadelmann-Steffen, I. (2026). Impacts of allowing respondents to abstain in conjoint experiments. SocArXiv preprint (version 2, February 23, 2026). | link |
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| brueckmann_2023_charging_stations conjoint · source = "conj" |
Swiss car holders (n=2,831; 950 with a battery-electric vehicle in the household) chose which of two public charging stations to use, varying waiting time, charging time, energy source, amenities and price; 5 tasks x 2 profiles, forced choice. (CC BY 4.0) Brückmann, G., & Bernauer, T. (2023). An experimental analysis of consumer preferences towards public charging infrastructure. Transportation Research Part D: Transport and Environment, 121, 103626. | link |
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| brugge_2024_circular_products conjoint · source = "conj" |
3,413 members of the Swiss Environmental Panel (wave 8, 2022), each randomly assigned a smartphone, TV or washing machine, chose which of two products to buy in 4 rounds; products varied price, functional duration, environmental production impact, energy-efficiency class, recyclability and repairability. (CC0 1.0) Brügge, C. (2024). Replication data: Circular products resonate well with diverse consumers. Evidence from a choice experiment in Switzerland [Data set]. Harvard Dataverse. | link |
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| buczel_2022_inoculation_belief | 6-item misinformation/retraction belief-rating scale (1-11), from an inoculation-technique experiment on the continued influence effect (CC BY 4.0) Buczel KA, Szyszka PD, Siwiak A, Szpitalak M, Polczyk R (2022) Vaccination against misinformation: The inoculation technique reduces the continued influence effect. PLoS ONE 17(4): e0267463. | link |
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| budianto_2026_actual_use | 4 actual use items, 1-5, 415 Indonesian respondents. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Budianto, A. A., Susanto, R. A., Nurzaman, et al. (2026). Dataset and Questionnaire Items of AI Acceptancy [Dataset]. Zenodo. | link |
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| budianto_2026_attitude | 5 attitude items, 1-5, 415 Indonesian respondents. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Budianto, A. A., Susanto, R. A., Nurzaman, et al. (2026). Dataset and Questionnaire Items of AI Acceptancy [Dataset]. Zenodo. | link |
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| budianto_2026_intention | 5 intention items, 1-5, 415 Indonesian respondents. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Budianto, A. A., Susanto, R. A., Nurzaman, et al. (2026). Dataset and Questionnaire Items of AI Acceptancy [Dataset]. Zenodo. | link |
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| budianto_2026_perceived_ease | 5 perceived ease items, 1-5, 415 Indonesian respondents. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Budianto, A. A., Susanto, R. A., Nurzaman, et al. (2026). Dataset and Questionnaire Items of AI Acceptancy [Dataset]. Zenodo. | link |
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| budianto_2026_perceived_usefulness | 5 perceived usefulness items, 1-5, 415 Indonesian respondents. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Budianto, A. A., Susanto, R. A., Nurzaman, et al. (2026). Dataset and Questionnaire Items of AI Acceptancy [Dataset]. Zenodo. | link |
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| budianto_2026_trust | 5 trust items, 1-5, 415 Indonesian respondents. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Budianto, A. A., Susanto, R. A., Nurzaman, et al. (2026). Dataset and Questionnaire Items of AI Acceptancy [Dataset]. Zenodo. | link |
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| bueno_2017_credit_claiming conjoint · source = "conj" |
Brazilian online respondents compared pairs of municipalities described by the mayor's party (PT/PSDB), a federal-municipal daycare agreement, and who runs a homeless shelter (NGO or city hall, with or without federal funds); 1,103 respondents, up to 4 tasks, mayor choice plus 7-point ratings of each mayor and of the federal government. (CC0 1.0) Bueno, N. S. (2017). Bypassing the enemy: Distributive politics, credit claiming, and nonstate organizations in Brazil. Comparative Political Studies, 51(3), 304-340. | link |
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| buiduc_2026_hanoi_bus conjoint · source = "conj" |
Face-to-face discrete choice experiment in Hanoi, Vietnam: 366 respondents chose between two bus services (A, B) described by travel time to the stop, schedule punctuality, operation experience, app usability, emission reduction and ticket price, 10 cards each (fixed design, 2 blocks), forced choice. (CC BY 4.0) Bui Duc, A. (2026). Bus_DCE_DIB_Data [Data set]. Mendeley Data. | link |
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| bukhori_2024_dass | Malay DASS-21, 21 items on a 0-3 scale, Malaysian adolescents. 8,820 responses from 420 respondents on 21 items. (CC BY 4.0) Md Bukhori AB, Ja'afar MH (2024). Internet addiction among adolescents during the COVID-19 pandemic: Associations with sociodemographic and psychological distress. PeerJ, 12, e17489. https://doi.org/10.7717/peerj.17489 | link |
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| bukhori_2024_iat | Malay Internet Addiction Test (M-IAT), 20 items on a 0-5 scale, Malaysian adolescents. 8,400 responses from 420 respondents on 20 items. (CC BY 4.0) Md Bukhori AB, Ja'afar MH (2024). Internet addiction among adolescents during the COVID-19 pandemic: Associations with sociodemographic and psychological distress. PeerJ, 12, e17489. https://doi.org/10.7717/peerj.17489 | link |
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| bukurov_2022_comq12 | 12-item COMQ-12 chronic-otitis-media outcome questionnaire (0-5 raw), n=246, 2 waves (baseline/retest) (CC BY 4.0) Bukurov B, et al (2022). Can short PROMs support valid factor-based sub-scores? Example of COMQ-12 in chronic otitis media. PLOS ONE. | link |
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| bukurov_2022_sf36 | 36-item SF-36 health survey (mixed 2/3/5/6-pt per-item scales, standard SF-36 item format), same n=246 chronic otitis media sample as bukurov_2022_comq12 (CC BY 4.0) Bukurov B, et al (2022). Can short PROMs support valid factor-based sub-scores? Example of COMQ-12 in chronic otitis media. PLOS ONE. | link |
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| bulgay_2026_academic_self_efficacy | Academic self-efficacy, 7 items on a 1-5 agreement scale, answered by 417 Turkish sports-sciences undergraduates. Covariates are age, gender, monthly income, residence, department, year of study, GPA, and three technology-use measures. (CC BY 4.0) Bulgay, C. (2026). The relationship between technology use and academic achievement among sports sciences students: The mediating role of academic self-efficacy [Dataset]. figshare. | link |
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| bulgay_2026_technology_use | Technology use, 13 items on a 1-5 agreement scale, answered by 417 Turkish sports-sciences undergraduates. Covariates are age, gender, monthly income, residence, department, year of study, GPA, and three technology-use measures. (CC BY 4.0) Bulgay, C. (2026). The relationship between technology use and academic achievement among sports sciences students: The mediating role of academic self-efficacy [Dataset]. figshare. | link |
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| bullock_2023_bfi10 | BFI-10, 10 items, 1-5. 2,018 adults in 34 countries (MTurk and general samples), during COVID-19. Covariates: sample, age, gender, country of residence, religious identity. (CC BY 4.0) Bullock J, Lane JE, Mikloušić I, Shults FL (2023) Modeling nationalism, religiosity, and threat perception: During the COVID-19 pandemic. PLoS ONE 18(4): e0281002. https://doi.org/10.1371/journal.pone.0281002 | link |
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| bullock_2023_gender_roles | Gender-role attitudes, 4 items, 1-5. 2,018 adults in 34 countries (MTurk and general samples), during COVID-19. Covariates: sample, age, gender, country of residence, religious identity. (CC BY 4.0) Bullock J, Lane JE, Mikloušić I, Shults FL (2023) Modeling nationalism, religiosity, and threat perception: During the COVID-19 pandemic. PLoS ONE 18(4): e0281002. https://doi.org/10.1371/journal.pone.0281002 | link |
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| bullock_2023_group_feelings | Feelings toward six groups (Muslims, Christians, Jews, atheists, immigrants, other races), 1-6. 2,018 adults in 34 countries (MTurk and general samples), during COVID-19. Covariates: sample, age, gender, country of residence, religious identity. (CC BY 4.0) Bullock J, Lane JE, Mikloušić I, Shults FL (2023) Modeling nationalism, religiosity, and threat perception: During the COVID-19 pandemic. PLoS ONE 18(4): e0281002. https://doi.org/10.1371/journal.pone.0281002 | link |
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| bullock_2023_national_fusion | Identity fusion with the nation, 7 items, 1-7. 2,018 adults in 34 countries (MTurk and general samples), during COVID-19. Covariates: sample, age, gender, country of residence, religious identity. (CC BY 4.0) Bullock J, Lane JE, Mikloušić I, Shults FL (2023) Modeling nationalism, religiosity, and threat perception: During the COVID-19 pandemic. PLoS ONE 18(4): e0281002. https://doi.org/10.1371/journal.pone.0281002 | link |
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| bullock_2023_national_identification | National identification, 4 items, 1-7. 2,018 adults in 34 countries (MTurk and general samples), during COVID-19. Covariates: sample, age, gender, country of residence, religious identity. (CC BY 4.0) Bullock J, Lane JE, Mikloušić I, Shults FL (2023) Modeling nationalism, religiosity, and threat perception: During the COVID-19 pandemic. PLoS ONE 18(4): e0281002. https://doi.org/10.1371/journal.pone.0281002 | link |
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| bullock_2023_national_membership | Criteria for national membership, 8 items, 1-7. 2,018 adults in 34 countries (MTurk and general samples), during COVID-19. Covariates: sample, age, gender, country of residence, religious identity. (CC BY 4.0) Bullock J, Lane JE, Mikloušić I, Shults FL (2023) Modeling nationalism, religiosity, and threat perception: During the COVID-19 pandemic. PLoS ONE 18(4): e0281002. https://doi.org/10.1371/journal.pone.0281002 | link |
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| bullock_2023_religious_fusion | Identity fusion with one's religious or nonreligious group, 7 items, 1-7. 2,018 adults in 34 countries (MTurk and general samples), during COVID-19. Covariates: sample, age, gender, country of residence, religious identity. (CC BY 4.0) Bullock J, Lane JE, Mikloušić I, Shults FL (2023) Modeling nationalism, religiosity, and threat perception: During the COVID-19 pandemic. PLoS ONE 18(4): e0281002. https://doi.org/10.1371/journal.pone.0281002 | link |
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| bullock_2023_religious_identification | Identification with one's religious or nonreligious group, 4 items, 1-7. 2,018 adults in 34 countries (MTurk and general samples), during COVID-19. Covariates: sample, age, gender, country of residence, religious identity. (CC BY 4.0) Bullock J, Lane JE, Mikloušić I, Shults FL (2023) Modeling nationalism, religiosity, and threat perception: During the COVID-19 pandemic. PLoS ONE 18(4): e0281002. https://doi.org/10.1371/journal.pone.0281002 | link |
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| bullock_2023_supernatural_belief | Supernatural beliefs, 12 items, 1-7. 2,018 adults in 34 countries (MTurk and general samples), during COVID-19. Covariates: sample, age, gender, country of residence, religious identity. (CC BY 4.0) Bullock J, Lane JE, Mikloušić I, Shults FL (2023) Modeling nationalism, religiosity, and threat perception: During the COVID-19 pandemic. PLoS ONE 18(4): e0281002. https://doi.org/10.1371/journal.pone.0281002 | link |
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| bullock_2023_threat | Threat perception, 14 items, 1-5. 2,018 adults in 34 countries (MTurk and general samples), during COVID-19. Covariates: sample, age, gender, country of residence, religious identity. (CC BY 4.0) Bullock J, Lane JE, Mikloušić I, Shults FL (2023) Modeling nationalism, religiosity, and threat perception: During the COVID-19 pandemic. PLoS ONE 18(4): e0281002. https://doi.org/10.1371/journal.pone.0281002 | link |
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| bulman_2025_bailout_en conjoint · source = "conj" |
Adults in Kenya, Nigeria, South Africa and the Philippines (English text; cov_country), TGM Research online panels (n = 1883), chose between 5 pairs of hypothetical foreign bailout loans for a government in financial crisis varying interest rate, collateral, lender (IMF, Chinese government, US government, private banks) and conditions. One of 8 tables (2 experiments x 4 display-text groups) from the same study. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Foreign borrowing, sovereignty, and public opinion in the Global South: Traditional lenders or China? The Review of International Organizations. | link |
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| bulman_2025_bailout_es conjoint · source = "conj" |
Adults in Argentina, Peru and Colombia (Spanish text; cov_country), TGM Research online panels (n = 1480), chose between 5 pairs of hypothetical foreign bailout loans for a government in financial crisis varying interest rate, collateral, lender (IMF, Chinese government, US government, private banks) and conditions. One of 8 tables (2 experiments x 4 display-text groups) from the same study. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Foreign borrowing, sovereignty, and public opinion in the Global South: Traditional lenders or China? The Review of International Organizations. | link |
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| bulman_2025_bailout_indonesia conjoint · source = "conj" |
Indonesian adults, TGM Research online panels (n = 482), chose between 5 pairs of hypothetical foreign bailout loans for a government in financial crisis varying interest rate, collateral, lender (IMF, Chinese government, US government, private banks) and conditions. One of 8 tables (2 experiments x 4 display-text groups) from the same study. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Foreign borrowing, sovereignty, and public opinion in the Global South: Traditional lenders or China? The Review of International Organizations. | link |
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| bulman_2025_bailout_malaysia conjoint · source = "conj" |
Malaysian adults (Malay, English or Chinese text; trial_language), TGM Research online panels (n = 502), chose between 5 pairs of hypothetical foreign bailout loans for a government in financial crisis varying interest rate, collateral, lender (IMF, Chinese government, US government, private banks) and conditions. One of 8 tables (2 experiments x 4 display-text groups) from the same study. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Foreign borrowing, sovereignty, and public opinion in the Global South: Traditional lenders or China? The Review of International Organizations. | link |
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| bulman_2025_fdi_argentina conjoint · source = "conj" |
Argentine adults (TGM Research online panel, July 2024) chose between 5 pairs of hypothetical foreign investment projects varying the firm's country of origin (China, USA, Japan, India, Saudi Arabia), project type, local jobs, migrant workers, labor-rights record, environmental plan and bribery accusations. 2,002 respondents; forced choice; levels in Spanish as displayed. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Firm's source country or project characteristics? Survey experiments on preferences for Chinese investment in the Global South. The Chinese Journal of International Politics, 18(3), 267. | link |
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| bulman_2025_fdi_brazil conjoint · source = "conj" |
Brazilian adults (TGM Research online panel, July 2024) chose between 5 pairs of hypothetical foreign investment projects varying the firm's country of origin (China, USA, Japan, India, Saudi Arabia), project type, local jobs, migrant workers, labor-rights record, environmental plan and bribery accusations. 2,272 respondents; forced choice; levels in Portuguese as displayed. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Firm's source country or project characteristics? Survey experiments on preferences for Chinese investment in the Global South. The Chinese Journal of International Politics, 18(3), 267. | link |
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| bulman_2025_fdi_colombia conjoint · source = "conj" |
Colombian adults (TGM Research online panel, July 2024) chose between 5 pairs of hypothetical foreign investment projects varying the firm's country of origin (China, USA, Japan, India, Saudi Arabia), project type, local jobs, migrant workers, labor-rights record, environmental plan and bribery accusations. 1,937 respondents; forced choice; levels in Spanish as displayed. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Firm's source country or project characteristics? Survey experiments on preferences for Chinese investment in the Global South. The Chinese Journal of International Politics, 18(3), 267. | link |
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| bulman_2025_fdi_indonesia conjoint · source = "conj" |
Indonesian adults (TGM Research online panel, July 2024) chose between 5 pairs of hypothetical foreign investment projects varying the firm's country of origin (China, USA, Japan, India, Saudi Arabia), project type, local jobs, migrant workers, labor-rights record, environmental plan and bribery accusations. 1,992 respondents; forced choice; levels in Indonesian (2 respondents English) as displayed. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Firm's source country or project characteristics? Survey experiments on preferences for Chinese investment in the Global South. The Chinese Journal of International Politics, 18(3), 267. | link |
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| bulman_2025_fdi_kenya conjoint · source = "conj" |
Kenyan adults (TGM Research online panel, July 2024) chose between 5 pairs of hypothetical foreign investment projects varying the firm's country of origin (China, USA, Japan, India, Saudi Arabia), project type, local jobs, migrant workers, labor-rights record, environmental plan and bribery accusations. 1,921 respondents; forced choice; levels in English as displayed. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Firm's source country or project characteristics? Survey experiments on preferences for Chinese investment in the Global South. The Chinese Journal of International Politics, 18(3), 267. | link |
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| bulman_2025_fdi_malaysia conjoint · source = "conj" |
Malaysian adults (TGM Research online panel, July 2024) chose between 5 pairs of hypothetical foreign investment projects varying the firm's country of origin (China, USA, Japan, India, Saudi Arabia), project type, local jobs, migrant workers, labor-rights record, environmental plan and bribery accusations. 1,913 respondents; forced choice; levels in Malay, English or Chinese as displayed. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Firm's source country or project characteristics? Survey experiments on preferences for Chinese investment in the Global South. The Chinese Journal of International Politics, 18(3), 267. | link |
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| bulman_2025_fdi_nigeria conjoint · source = "conj" |
Nigerian adults (TGM Research online panel, July 2024) chose between 5 pairs of hypothetical foreign investment projects varying the firm's country of origin (China, USA, Japan, India, Saudi Arabia), project type, local jobs, migrant workers, labor-rights record, environmental plan and bribery accusations. 2,004 respondents; forced choice; levels in English as displayed. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Firm's source country or project characteristics? Survey experiments on preferences for Chinese investment in the Global South. The Chinese Journal of International Politics, 18(3), 267. | link |
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| bulman_2025_fdi_peru conjoint · source = "conj" |
Peruvian adults (TGM Research online panel, July 2024) chose between 5 pairs of hypothetical foreign investment projects varying the firm's country of origin (China, USA, Japan, India, Saudi Arabia), project type, local jobs, migrant workers, labor-rights record, environmental plan and bribery accusations. 2,078 respondents; forced choice; levels in Spanish as displayed. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Firm's source country or project characteristics? Survey experiments on preferences for Chinese investment in the Global South. The Chinese Journal of International Politics, 18(3), 267. | link |
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| bulman_2025_fdi_philippines conjoint · source = "conj" |
Filipino adults (TGM Research online panel, July 2024) chose between 5 pairs of hypothetical foreign investment projects varying the firm's country of origin (China, USA, Japan, India, Saudi Arabia), project type, local jobs, migrant workers, labor-rights record, environmental plan and bribery accusations. 1,976 respondents; forced choice; levels in English as displayed. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Firm's source country or project characteristics? Survey experiments on preferences for Chinese investment in the Global South. The Chinese Journal of International Politics, 18(3), 267. | link |
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| bulman_2025_fdi_southafrica conjoint · source = "conj" |
South African adults (TGM Research online panel, July 2024) chose between 5 pairs of hypothetical foreign investment projects varying the firm's country of origin (China, USA, Japan, India, Saudi Arabia), project type, local jobs, migrant workers, labor-rights record, environmental plan and bribery accusations. 1,906 respondents; forced choice; levels in English as displayed. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Firm's source country or project characteristics? Survey experiments on preferences for Chinese investment in the Global South. The Chinese Journal of International Politics, 18(3), 267. | link |
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| bulman_2025_project_en conjoint · source = "conj" |
Adults in Kenya, Nigeria, South Africa and the Philippines (English text; cov_country), TGM Research online panels (n = 1928), chose between 5 pairs of hypothetical foreign loans for infrastructure projects varying purpose (highway / 5G network), interest rate, collateral, lender (World Bank, Chinese government, US government, private banks) and conditions. One of 8 tables (2 experiments x 4 display-text groups) from the same study. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Foreign borrowing, sovereignty, and public opinion in the Global South: Traditional lenders or China? The Review of International Organizations. | link |
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| bulman_2025_project_es conjoint · source = "conj" |
Adults in Argentina, Peru and Colombia (Spanish text; cov_country), TGM Research online panels (n = 1496), chose between 5 pairs of hypothetical foreign loans for infrastructure projects varying purpose (highway / 5G network), interest rate, collateral, lender (World Bank, Chinese government, US government, private banks) and conditions. One of 8 tables (2 experiments x 4 display-text groups) from the same study. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Foreign borrowing, sovereignty, and public opinion in the Global South: Traditional lenders or China? The Review of International Organizations. | link |
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| bulman_2025_project_indonesia conjoint · source = "conj" |
Indonesian adults, TGM Research online panels (n = 511), chose between 5 pairs of hypothetical foreign loans for infrastructure projects varying purpose (highway / 5G network), interest rate, collateral, lender (World Bank, Chinese government, US government, private banks) and conditions. One of 8 tables (2 experiments x 4 display-text groups) from the same study. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Foreign borrowing, sovereignty, and public opinion in the Global South: Traditional lenders or China? The Review of International Organizations. | link |
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| bulman_2025_project_malaysia conjoint · source = "conj" |
Malaysian adults (Malay, English or Chinese text; trial_language), TGM Research online panels (n = 480), chose between 5 pairs of hypothetical foreign loans for infrastructure projects varying purpose (highway / 5G network), interest rate, collateral, lender (World Bank, Chinese government, US government, private banks) and conditions. One of 8 tables (2 experiments x 4 display-text groups) from the same study. (CC0 1.0) Bulman, D., Leng, N., & Ratigan, K. (2025). Foreign borrowing, sovereignty, and public opinion in the Global South: Traditional lenders or China? The Review of International Organizations. | link |
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| burchert_2019_momentary_mood | Momentary mood, 17 items on a 0-4 scale, measured repeatedly over 14 days (up to 686 occasions per person) for 185 participants. Longitudinal: `wave` is the within-person occasion index. (CC BY 4.0) Burchert, S., Kerber, A., Zimmermann, J., & Knaevelsrud, C. (2019). 14-day smartphone ambulatory assessment of depression symptoms and mood dynamics in a general population sample. Zenodo. | link |
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| burchert_2019_phq9 | PHQ-9 depression screener, 9 items on a 0-3 scale, answered once at baseline by 180 participants in a 14-day smartphone ambulatory assessment study. (CC BY 4.0) Burchert, S., Kerber, A., Zimmermann, J., & Knaevelsrud, C. (2019). 14-day smartphone ambulatory assessment of depression symptoms and mood dynamics in a general population sample. Zenodo. | link |
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| burgess_2025_soas | 6-item Specific Object Anthropomorphism Scale (SOAS), children aged 5-12, baseline + ~14-day retest wave (CC BY 4.0) David et al. (2025). The 6-item specific object anthropomorphism scale: a new questionnaire for children and adults. PeerJ. | link |
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| burghartswieser_2021_authoritarianism | KSA-3 short authoritarianism scale (aggression, submission, conventionalism), 9 items, 1-5 agreement. 897 German internet users (quota online panel), April 2016. Covariates: gender, age, education. (CC BY 4.0) Burghartswieser D, Rothmund T (2021) Conservative bias, selective political exposure and truly false consensus beliefs in political communication about the 'refugee crisis' in Germany. PLoS ONE 16(11): e0259445. https://doi.org/10.1371/journal.pone.0259445 | link |
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| burghartswieser_2021_facebook_exposure | Frequency of seeing news and personal comments about the refugee crisis on Facebook, 5 items, 1 never to 6 daily; Facebook users only (507). 897 German internet users (quota online panel), April 2016. Covariates: gender, age, education. (CC BY 4.0) Burghartswieser D, Rothmund T (2021) Conservative bias, selective political exposure and truly false consensus beliefs in political communication about the 'refugee crisis' in Germany. PLoS ONE 16(11): e0259445. https://doi.org/10.1371/journal.pone.0259445 | link |
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| burghartswieser_2021_opinion_exposure | Frequency of hearing statements by people strongly against, undecided about, or strongly for taking in refugees, 3 items, 1 never to 6 daily. 897 German internet users (quota online panel), April 2016. Covariates: gender, age, education. (CC BY 4.0) Burghartswieser D, Rothmund T (2021) Conservative bias, selective political exposure and truly false consensus beliefs in political communication about the 'refugee crisis' in Germany. PLoS ONE 16(11): e0259445. https://doi.org/10.1371/journal.pone.0259445 | link |
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| burghartswieser_2021_participation | Frequency of political participation (boycott, petition, demonstration, spreading information, active membership), 5 items, 1 never to 5 very often. 897 German internet users (quota online panel), April 2016. Covariates: gender, age, education. (CC BY 4.0) Burghartswieser D, Rothmund T (2021) Conservative bias, selective political exposure and truly false consensus beliefs in political communication about the 'refugee crisis' in Germany. PLoS ONE 16(11): e0259445. https://doi.org/10.1371/journal.pone.0259445 | link |
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| burghartswieser_2021_political_info | Frequency of following foreign, national and local politics, political talk and information search, 5 items, 1 never to 6 daily. 897 German internet users (quota online panel), April 2016. Covariates: gender, age, education. (CC BY 4.0) Burghartswieser D, Rothmund T (2021) Conservative bias, selective political exposure and truly false consensus beliefs in political communication about the 'refugee crisis' in Germany. PLoS ONE 16(11): e0259445. https://doi.org/10.1371/journal.pone.0259445 | link |
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| burghartswieser_2021_pvq | Portrait Values Questionnaire, 25 portraits in gender-matched wording pooled, 1 not at all like me to 6 very much like me. 897 German internet users (quota online panel), April 2016. Covariates: gender, age, education. (CC BY 4.0) Burghartswieser D, Rothmund T (2021) Conservative bias, selective political exposure and truly false consensus beliefs in political communication about the 'refugee crisis' in Germany. PLoS ONE 16(11): e0259445. https://doi.org/10.1371/journal.pone.0259445 | link |
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| burghartswieser_2021_refugee_attitudes | Attitudes toward political asylum: eight normative policy beliefs and eight factual beliefs about refugees (combined in the paper; refugee-friendly items stored as answered), 16 items, 1-6 agreement. 897 German internet users (quota online panel), April 2016. Covariates: gender, age, education. (CC BY 4.0) Burghartswieser D, Rothmund T (2021) Conservative bias, selective political exposure and truly false consensus beliefs in political communication about the 'refugee crisis' in Germany. PLoS ONE 16(11): e0259445. https://doi.org/10.1371/journal.pone.0259445 | link |
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| burghartswieser_2021_refugee_news | Frequency of informing oneself about the refugee crisis on TV, in newspapers, online and in conversation, 4 items, 1 never to 6 daily. 897 German internet users (quota online panel), April 2016. Covariates: gender, age, education. (CC BY 4.0) Burghartswieser D, Rothmund T (2021) Conservative bias, selective political exposure and truly false consensus beliefs in political communication about the 'refugee crisis' in Germany. PLoS ONE 16(11): e0259445. https://doi.org/10.1371/journal.pone.0259445 | link |
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| burghartswieser_2021_refugee_threat | Worry about the consequences of the refugee crisis for German society, 4 items, 1-6 agreement. 897 German internet users (quota online panel), April 2016. Covariates: gender, age, education. (CC BY 4.0) Burghartswieser D, Rothmund T (2021) Conservative bias, selective political exposure and truly false consensus beliefs in political communication about the 'refugee crisis' in Germany. PLoS ONE 16(11): e0259445. https://doi.org/10.1371/journal.pone.0259445 | link |
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| burghartswieser_2021_sdo | Social dominance orientation, two consecutive item pages (6 + 6 items, three repeated wordings kept as separate answers), 12 items, 1-7 agreement. 897 German internet users (quota online panel), April 2016. Covariates: gender, age, education. (CC BY 4.0) Burghartswieser D, Rothmund T (2021) Conservative bias, selective political exposure and truly false consensus beliefs in political communication about the 'refugee crisis' in Germany. PLoS ONE 16(11): e0259445. https://doi.org/10.1371/journal.pone.0259445 | link |
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| burkert_2019_whoqol_bref | 26-item WHOQOL-BREF quality-of-life scale (1-5 Likert; physical/psychological/social/environment domains), Austrian Health Interview Survey 2014/2015 adults (n=15771), Austria (CC BY 4.0) Burkert NT, Freidl W (2019). Pronounced social inequality in health-related factors and quality of life in women and men from Austria who are overweight or obese. PeerJ. | link |
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| burnout_assessment_tool_teachers | Burnout Assessment Tool (BAT) IRT validation among teachers (CC0 1.0) Kalani, Simindokht, 2026, "A new validation of Burnout Assessment Tool: An IRT Analysis Among Teachers", https://doi.org/10.7910/DVN/NFREES, Harvard Dataverse, V1 | link |
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| burns_2018_bsi18_father | Brief Symptom Inventory-18 (18 items, 0-4), father's report, N=103 couples whose child was treated for leukemia (PETALE study). (CC BY 4.0) Burns W, Peloquin K, Rondeau E, Drouin S, Bertout L, Lacoste-Julien A, Krajinovic M, Laverdiere C, Sinnett D, Sultan S (2018). Cancer-related effects on relationships, long-term psychological status and relationship satisfaction in couples whose child was treated for leukemia: A PETALE study. PLOS ONE 13(9):e0203435. | link |
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| burns_2018_bsi18_mother | Brief Symptom Inventory-18 (18 items, 0-4), mother's report, N=103 couples whose child was treated for leukemia (PETALE study). (CC BY 4.0) Burns W, Peloquin K, Rondeau E, Drouin S, Bertout L, Lacoste-Julien A, Krajinovic M, Laverdiere C, Sinnett D, Sultan S (2018). Cancer-related effects on relationships, long-term psychological status and relationship satisfaction in couples whose child was treated for leukemia: A PETALE study. PLOS ONE 13(9):e0203435. | link |
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| burns_2018_das4_father | Dyadic Adjustment Scale-4 (4 items), father's report, N=103 couples whose child was treated for leukemia (PETALE study). (CC BY 4.0) Burns W, Peloquin K, Rondeau E, Drouin S, Bertout L, Lacoste-Julien A, Krajinovic M, Laverdiere C, Sinnett D, Sultan S (2018). Cancer-related effects on relationships, long-term psychological status and relationship satisfaction in couples whose child was treated for leukemia: A PETALE study. PLOS ONE 13(9):e0203435. | link |
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| burns_2018_das4_mother | Dyadic Adjustment Scale-4 (4 items), mother's report, N=103 couples whose child was treated for leukemia (PETALE study). (CC BY 4.0) Burns W, Peloquin K, Rondeau E, Drouin S, Bertout L, Lacoste-Julien A, Krajinovic M, Laverdiere C, Sinnett D, Sultan S (2018). Cancer-related effects on relationships, long-term psychological status and relationship satisfaction in couples whose child was treated for leukemia: A PETALE study. PLOS ONE 13(9):e0203435. | link |
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| busch_2022_course_alleviate | 13-item binary (0/1) checklist of online science-course aspects that ALLEVIATE undergraduate depression symptoms (CC BY 4.0) Busch CA, Mohammed TF, Nadile EM, Cooper KM (2022) Aspects of online college science courses that alleviate and exacerbate undergraduate depression. PLoS ONE. | link |
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| busch_2022_course_exacerbate | 17-item binary (0/1) checklist of online science-course aspects that EXACERBATE undergraduate depression symptoms (CC BY 4.0) Busch CA, Mohammed TF, Nadile EM, Cooper KM (2022) Aspects of online college science courses that alleviate and exacerbate undergraduate depression. PLoS ONE. | link |
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| busch_2023_stigma | 8 binary (0/1) self-report items on whether a US academic science/engineering faculty member holds each of 8 concealable stigmatized identities (LGBQ+, depression, anxiety, low SES, first-gen, academic struggle, disability, community-college transfer) (CC BY 4.0) Busch CA, Barnes ME, et al. (2023) Women drive efforts to highlight concealable stigmatized identities in U.S. academic science and engineering. PLoS ONE. | link |
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| butler_2019_elite_trust_game conjoint · source = "conj" |
Bosnian politicians and officials (n=1,389) played four rounds of a game with a hypothetical partner whose ethnicity (Serb, Croat, Bosniak) and gender were randomized, giving a 0-10 game decision each round; half were also primed with an EU-benefits question. (CC0 1.0) Butler, D. M., & Tavits, M. (2019). Shared interests foster interethnic cooperation among politicians. Political Science Research and Methods. | link |
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| butt_2022_actual_usage | 2-item Actual Usage scale (7-point Likert, 1-7), from a survey of N=404 students on online learning during COVID-19. (CC BY 4.0) Butt S, Mahmood A, Saleem S (2022) The role of institutional factors and cognitive absorption on students' satisfaction and performance in online learning during COVID 19. PLoS ONE. | link |
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| butt_2022_cognitive_absorption | 4-item Cognitive Absorption scale (7-point Likert, 1-7), from a survey of N=404 students on online learning during COVID-19. (CC BY 4.0) Butt S, Mahmood A, Saleem S (2022) The role of institutional factors and cognitive absorption on students' satisfaction and performance in online learning during COVID 19. PLoS ONE. | link |
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| butt_2022_institutional_factors | 11-item Institutional Factors scale (7-point Likert, 1=Strongly Disagree to 7=Strongly Agree), from a survey of N=404 students on online learning during COVID-19. (CC BY 4.0) Butt S, Mahmood A, Saleem S (2022) The role of institutional factors and cognitive absorption on students' satisfaction and performance in online learning during COVID 19. PLoS ONE. | link |
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| butt_2022_performance_impact | 9-item Performance Impact scale (7-point Likert, 1-7), from a survey of N=404 students on online learning during COVID-19. (CC BY 4.0) Butt S, Mahmood A, Saleem S (2022) The role of institutional factors and cognitive absorption on students' satisfaction and performance in online learning during COVID 19. PLoS ONE. | link |
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| butt_2022_task_tech_fit | 3-item Task Technology Fit scale (7-point Likert, 1-7), from a survey of N=404 students on online learning during COVID-19. (CC BY 4.0) Butt S, Mahmood A, Saleem S (2022) The role of institutional factors and cognitive absorption on students' satisfaction and performance in online learning during COVID 19. PLoS ONE. | link |
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| butt_2022_user_satisfaction | 3-item User Satisfaction scale (7-point Likert, 1-7), from a survey of N=404 students on online learning during COVID-19. (CC BY 4.0) Butt S, Mahmood A, Saleem S (2022) The role of institutional factors and cognitive absorption on students' satisfaction and performance in online learning during COVID 19. PLoS ONE. | link |
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| buttler_2026_hiring_vignettes conjoint · source = "conj" |
Recruiters in Germany, Norway, Poland and Romania (2024-2025, n=2,506) each rated 6 vignettes of fictional job candidates varying referral, gender, nationality (native/Ukrainian/Syrian, Nepali or Belarusian), education location, language level, partnership, parenthood and experience: 0-10 likelihood of interview and of employment, plus a final comparison of the two top-rated candidates. (CC BY 4.0) Buttler, D., Imdorf, C., Bjørnshagen, V., et al. (2026). Hiring discrimination in the organisational context: A harmonized factorial survey dataset from four European countries (Germany, Norway, Poland, Romania). Scientific Data, 13, 896. | link |
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| buzgova_2023_gai | Geriatric Anxiety Inventory (20 items), Czech elders living at home (CC BY 4.0) Buzgova R, Kozakova R, Bobcikova K, Zelenikova R (2023). Predictors of life satisfaction in elders living at home in the Czech Republic. PLOS ONE, 18(3), e0283772. https://doi.org/10.1371/journal.pone.0283772 | link |
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| buzgova_2023_gds | Geriatric Depression Scale (15 items), Czech elders living at home (CC BY 4.0) Buzgova R, Kozakova R, Bobcikova K, Zelenikova R (2023). Predictors of life satisfaction in elders living at home in the Czech Republic. PLOS ONE, 18(3), e0283772. https://doi.org/10.1371/journal.pone.0283772 | link |
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| buzgova_2023_lsita | Life Satisfaction Index (LSITA, 12 items), Czech elders living at home (CC BY 4.0) Buzgova R, Kozakova R, Bobcikova K, Zelenikova R (2023). Predictors of life satisfaction in elders living at home in the Czech Republic. PLOS ONE, 18(3), e0283772. https://doi.org/10.1371/journal.pone.0283772 | link |
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| buzgova_2023_qol | Quality of Life scale (13 items), Czech elders living at home (CC BY 4.0) Buzgova R, Kozakova R, Bobcikova K, Zelenikova R (2023). Predictors of life satisfaction in elders living at home in the Czech Republic. PLOS ONE, 18(3), e0283772. https://doi.org/10.1371/journal.pone.0283772 | link |
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| buzgova_2023_rses | Rosenberg Self-Esteem Scale (10 items), Czech elders living at home (CC BY 4.0) Buzgova R, Kozakova R, Bobcikova K, Zelenikova R (2023). Predictors of life satisfaction in elders living at home in the Czech Republic. PLOS ONE, 18(3), e0283772. https://doi.org/10.1371/journal.pone.0283772 | link |
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| buzgova_2023_soc | Sense of Coherence scale (13 items), Czech elders living at home (CC BY 4.0) Buzgova R, Kozakova R, Bobcikova K, Zelenikova R (2023). Predictors of life satisfaction in elders living at home in the Czech Republic. PLOS ONE, 18(3), e0283772. https://doi.org/10.1371/journal.pone.0283772 | link |
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| buzzi_2025_autonomy | Self-rated autonomy in everyday activities (study, sport, leisure, getting around), 4 items, 1 (per niente) to 5 (completamente); 145 Italian students aged 18+ surveyed after the COVID-19 restrictions; cov_gender, cov_age, cov_school. (CC BY 4.0) Buzzi, M. C. (2025). Student questionnaire (technology and Covid-19) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15305238 | link |
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| buzzi_2025_cyrm12 | Child and Youth Resilience Measure, 12-item version (CYRM-12), Italian, recalled for the period of strictest pandemic restrictions, 1 (per nulla) to 5 (moltissimo); 145 Italian students aged 18+; cov_gender, cov_age, cov_school. (CC BY 4.0) Buzzi, M. C. (2025). Student questionnaire (technology and Covid-19) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15305238 | link |
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| byrne_2026_health_info_sources | Frequency of use of eight health information sources (clinician, health service, government, news, independent web, social media, family and friends, other), 1-5. 448 adults living in Ireland, surveyed March 2025. (CC BY 4.0) Byrne, P., Saia Pope, J., O'Leary, N., Bakshi, N., & Devane, D. (2026). Health literacy and trust in health information sources in Ireland: anonymised survey data [Dataset]. Zenodo. | link |
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| byrne_2026_hlq_part1 | Health Literacy Questionnaire Part 1 (agreement scale), 23 items, 1-4. 448 adults living in Ireland, recruited via Prolific and surveyed 18-24 March 2025. Item wording is withheld at source under the HLQ's Swinburne licence. (CC BY 4.0) Byrne, P., Saia Pope, J., O'Leary, N., Bakshi, N., & Devane, D. (2026). Health literacy and trust in health information sources in Ireland: anonymised survey data [Dataset]. Zenodo. | link |
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| byrne_2026_hlq_part2 | Health Literacy Questionnaire Part 2 (difficulty scale), 21 items, 1-5. 448 adults living in Ireland, recruited via Prolific and surveyed 18-24 March 2025. Item wording is withheld at source under the HLQ's Swinburne licence. (CC BY 4.0) Byrne, P., Saia Pope, J., O'Leary, N., Bakshi, N., & Devane, D. (2026). Health literacy and trust in health information sources in Ireland: anonymised survey data [Dataset]. Zenodo. | link |
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| byun_2026_mascot conjoint · source = "conj" |
Choice-based conjoint on 3D tiger-mascot character design, fielded anonymously in the Rochester Institute of Technology community from 2025-12-19: 110 respondents x 6 tasks x 3 rendered profiles (1,929 rows), one forced choice per task ('Select your favorite tiger character as an RIT mascot.'). Five rendered attributes, three levels each: material (ClaySilicone / Realistic / Stylized), head-body ratio (Exaggerated / Realistic / Stylized), eye shape (Almond / Round / Sharp), fur colour (GoldDarkorange / OrangeBlack / WhiteBlack) and body type (Average / Muscular / Slim). The design is fixed rather than randomised: the same 18 profiles went to every respondent as a balanced array, with only the position within a task varying. Covariates: RIT affiliation, attachment to the university, familiarity with the mascot, age band, gender and duration, all as source codes. Study 1 of a two-phase project; the second phase is byun_2026_mascot_ratings. (CC BY 4.0) Byun, J. (2026). A Perceptual Evaluation Framework for 3D Digital Character Design: Aggregate Preference versus Contextual Signaling in a Two-Phase Conjoint Study [Data set]. OSF. https://osf.io/cyd9v/ | link |
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| byun_2026_mascot_ratings | Perceptual ratings of two finished 3D tiger-mascot designs, fielded anonymously in the Rochester Institute of Technology community: 229 respondents x 12 items (2,704 responses) on 1-7 scales. Each respondent saw both designs in turn and rated each on the same six dimensions - overall impression, approachability, confidence, appropriateness for a university mascot, willingness to interact, and willingness to be photographed with it - so the items are stimulus x dimension (expert_*, datadriven_*). The two designs are an expert-designed mascot and one derived from the first phase's conjoint results; which was shown first is cov_presentation_order. Covariates: which design was preferred overall and how strongly, whether any visual difference was noticed, age band, gender and duration. Study 2 of a two-phase project; the conjoint phase is byun_2026_mascot. (CC BY 4.0) Byun, J. (2026). A Perceptual Evaluation Framework for 3D Digital Character Design: Aggregate Preference versus Contextual Signaling in a Two-Phase Conjoint Study [Data set]. OSF. https://osf.io/cyd9v/ | link |
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| c19prc_uk_mcbride_2021_activity | Daily activity frequency (12 items); C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_aq10 | Autism Spectrum Quotient (AQ-10); C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_bces | Benevolent Childhood Experiences (BCEs) scale; C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_bfi10 | Big Five Inventory-10 (BFI-10); C19PRC-UK panel, wave(s) 1, 3, 4 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_brs | Brief Resilience Scale (BRS); C19PRC-UK panel, wave(s) 1, 3, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_childimpact | Perceived impact of pandemic on children (5 items); C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_cmq | Conspiracy Mentality Questionnaire (CMQ); C19PRC-UK panel, wave(s) 1, 4 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_comfort | Comfort resuming activities post-lockdown (9 items); C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_conservatism | Social and economic conservatism scale (18 items); C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_contacttracingapp | Contact-tracing app intentions (4 items); C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_crt | Cognitive Reflection Test (CRT), dichotomously scored; C19PRC-UK panel, wave(s) 1 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_dai | Death Anxiety Inventory (DAI); C19PRC-UK panel, wave(s) 1, 2, 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_dmq | Drinking Motives Questionnaire (15 items); C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_drinkcontext | Drinking context (4 items); C19PRC-UK panel, wave(s) 2, 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_ecr_attachment | Experiences in Close Relationships (attachment, 12 items); C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_eds_duringpandemic | Everyday Discrimination Scale (short form), during pandemic; C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_eds_prepandemic | Everyday Discrimination Scale (short form), pre-pandemic recall; C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_eu_identity | Brexit/EU social identity items; C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_facetrust | Facial trustworthiness judgements (12 faces); C19PRC-UK panel, wave(s) 1, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_family_duringlockdown | Family Environment Scale (during lockdown); C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_family_prelockdown | Family Environment Scale (retrospective, pre-lockdown); C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_gad7 | Generalized Anxiety Disorder Scale (GAD-7); C19PRC-UK panel, wave(s) 1, 2, 3, 4, 5, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_govsatisfaction | Satisfaction with UK Government COVID-19 measures (11 domains); C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_handle_c19 | Perceived handling of COVID-19 by institutions; C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_homespace | Private space in the home (6 items); C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_hopefulness | Brief-H-Positive Scale (hopefulness); C19PRC-UK panel, wave(s) 3, 4, 5, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_humanitarianism | Humanitarianism-Egalitarianism items; C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_hygiene | COM-B hygiene behaviour determinants; C19PRC-UK panel, wave(s) 1, 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_icd_anxiety | ICD-11 generalised anxiety symptom items; C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_icd_depression | ICD-11 depression symptom items; C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_infosource | COVID-19 information sources (amount obtained); C19PRC-UK panel, wave(s) 1, 2, 3, 4 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_iri | Interpersonal Reactivity Index (IRI), empathy items; C19PRC-UK panel, wave(s) 2, 4 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_itq | International Trauma Questionnaire (ITQ); C19PRC-UK panel, wave(s) 1, 2, 3, 4, 5, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_ius12 | Intolerance of Uncertainty Scale (IUS-12); C19PRC-UK panel, wave(s) 1, 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_iwah | Identification with All Humanity Scale; C19PRC-UK panel, wave(s) 1, 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_loc | Levenson Locus of Control Scale (9-item); C19PRC-UK panel, wave(s) 1, 2, 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_lockdown_contact_behaviours | Weekly social-contact and protective behaviours (W5/W6 version); C19PRC-UK panel, wave(s) 5, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_lockdownbehaviour | Weekly lockdown risk behaviours (16 items); C19PRC-UK panel, wave(s) 2, 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_loneliness | UCLA 3-item Loneliness Scale; C19PRC-UK panel, wave(s) 1, 2, 3, 4, 5, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_mabs | Monotheist and Atheist Beliefs Scale; C19PRC-UK panel, wave(s) 1, 4 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_minispin | Mini Social Phobia Inventory (Mini-SPIN); C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_mmos_ss | Modified Medical Outcomes Social Support Survey (mMOS-SS); C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_nationalism | Nationalism (2 items); C19PRC-UK panel, wave(s) 1, 2, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_nationalpride | National Pride (3 items); C19PRC-UK panel, wave(s) 1, 2, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_neighbourcomfort | Neighbour comfort (2 items); C19PRC-UK panel, wave(s) 1, 2, 5 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_ocir | Obsessive-Compulsive Inventory-Revised (OCI-R, 18 items); C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_pads | Persecution and Deservedness Scale (PaDS), paranoia items; C19PRC-UK panel, wave(s) 1, 2, 3, 4 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_partyidentity | Political party identification strength (2 items); C19PRC-UK panel, wave(s) 3, 4 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_phq15 | Patient Health Questionnaire-15 (PHQ-15), somatic symptoms; C19PRC-UK panel, wave(s) 1, 2, 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_phq9 | Patient Health Questionnaire-9 (PHQ-9); C19PRC-UK panel, wave(s) 1, 2, 3, 4, 5, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_polarization_brexit | Affective polarization: Brexit attitudes; C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_polarization_covid | Affective polarization: COVID-19 attitudes; C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_protect | Protective behaviour change (avoidance); C19PRC-UK panel, wave(s) 1 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_protective_behaviours | COVID-19 protective behaviours (face covering, distancing, hygiene); C19PRC-UK panel, wave(s) 5, 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_quarantine_support | Support for quarantine-free travel by country (10 items); C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_riskbehaviour_c19 | COVID-19 risk-reduction behaviours; C19PRC-UK panel, wave(s) 1, 2, 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_riskreduction_beliefs | Beliefs about COVID-19 risk reduction; C19PRC-UK panel, wave(s) 1, 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_rq | Relationship Questionnaire (attachment styles, 4 items); C19PRC-UK panel, wave(s) 2, 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_sci | Sleep Condition Indicator (SCI); C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_sdo | Social Dominance Orientation Scale (SDO-8); C19PRC-UK panel, wave(s) 1, 4 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_secondwave_restrictions | Support for second-wave restrictions (8 items); C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_selfharm_suicidality | Lifetime and pandemic-period self-harm and suicidality screening items; C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_shs | Subjective Happiness Scale (SHS); C19PRC-UK panel, wave(s) 3 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_socialdistance | COM-B social distancing behaviour determinants; C19PRC-UK panel, wave(s) 1, 2, 5 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_srgs | Stress-Related Growth Scale (15 items); C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_tmsi | Threatening Medical Situations Inventory (TMSI); C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_trustinstitutions | Trust in institutions; C19PRC-UK panel, wave(s) 1, 2, 3, 4, 5 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_trustsource | Trust in COVID-19 information sources; C19PRC-UK panel, wave(s) 1, 2, 3, 4 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_vaccineattitudes | General vaccine attitudes (10 items); C19PRC-UK panel, wave(s) 2 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_vsa | Very Short Authoritarianism (VSA) Scale; C19PRC-UK panel, wave(s) 1, 4 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_wemwbs | Short Warwick-Edinburgh Mental Wellbeing Scale (7 items); C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| c19prc_uk_mcbride_2021_wordsum | Wordsum vocabulary test (GSS 10-item), dichotomously scored; C19PRC-UK panel, wave(s) 6 (CC BY 4.0) Bentall, Richard and Shevlin, Mark and McBride, Orla and Murphy, Jamie and Hartman, Todd K and Levita, Liat and Gibson-Miller, Jilly and Mason, Liam and Bennett, Kate (2022). The COVID-19 Psychological Research Consortium Study, 2020-2021. [Data Collection]. Colchester, Essex: UK Data Service. 10.5255/UKDA-SN-855552 | link |
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| cabanas_2026_emotional_competence | 21 emotional-competence items, 1-5, from 637 university students in three countries. (CC BY 4.0) Alba Cabanas, M., Gomez Garcia, L. D., & Isaac Roque, D. (2026). Emotional Competence, Entrepreneurial Self-Efficacy, and Entrepreneurial Intention among university students. Zenodo. | link |
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| cabanas_2026_entrep_self_efficacy | 5 entrepreneurial self-efficacy items, 1-5. (CC BY 4.0) Alba Cabanas, M., Gomez Garcia, L. D., & Isaac Roque, D. (2026). Emotional Competence, Entrepreneurial Self-Efficacy, and Entrepreneurial Intention among university students. Zenodo. | link |
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| cabanas_2026_entrepreneurial_intention | 3 entrepreneurial-intention items, 1-5. (CC BY 4.0) Alba Cabanas, M., Gomez Garcia, L. D., & Isaac Roque, D. (2026). Emotional Competence, Entrepreneurial Self-Efficacy, and Entrepreneurial Intention among university students. Zenodo. | link |
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| cacciatore_2021_crisis_care_satisfaction | 9-item scale on satisfaction with crisis-period grief support sources, 5-point Likert, same survey as cacciatore_2021_isel (CC BY 4.0) Cacciatore J, Thieleman K, Fretts R, Jackson LB (2021) What is good grief support? Exploring the actors and actions in social support after traumatic grief. PLoS ONE 16(5): e0252324. | link |
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| cacciatore_2021_isel | 12-item interpersonal support scale (ISEL-style), 4-point Likert, from a survey of bereaved parents on grief support (CC BY 4.0) Cacciatore J, Thieleman K, Fretts R, Jackson LB (2021) What is good grief support? Exploring the actors and actions in social support after traumatic grief. PLoS ONE 16(5): e0252324. | link |
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| cacciatore_2021_ongoing_satisfaction | 9-item scale on satisfaction with ongoing grief-support sources, 5-point Likert, same survey as cacciatore_2021_isel (CC BY 4.0) Cacciatore J, Thieleman K, Fretts R, Jackson LB (2021) What is good grief support? Exploring the actors and actions in social support after traumatic grief. PLoS ONE 16(5): e0252324. | link |
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| caetano-santos-lsas-2021 | This study examined the psychometric properties of the Liebowitz Social Anxiety Scale (LSAS) in a Portuguese sample. (CC BY 4.0) Santos, A. C., Arriaga, P., & Simões, C. (2021). Psychometric validation of the Portuguese version of the Measure of Anxiety in Selection Interviews. International Journal of Selection and Assessment, 29(2), 285-292. https://doi.org/10.1111/ijsa.12323 | link |
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| caetano-santos-masi-2021 | This study examined the psychometric properties of the Measure of Anxiety in Selection Interviews (MASI) in a Portuguese sample. (CC BY 4.0) Santos, A. C., Arriaga, P., & Simões, C. (2021). Psychometric validation of the Portuguese version of the Measure of Anxiety in Selection Interviews. International Journal of Selection and Assessment, 29(2), 285-292. https://doi.org/10.1111/ijsa.12323 | link |
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| cahyadi_2025_behavioural_intention | 3 behavioural-intention items (1-6), 127 users (CC BY 4.0) Cahyadi, B. F., & Permana, W. (2025). Questionnaire answers from users of Meta AI in online messaging apps. Zenodo. | link |
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| cahyadi_2025_concern | 4 privacy/concern items (1-6), 127 users (CC BY 4.0) Cahyadi, B. F., & Permana, W. (2025). Questionnaire answers from users of Meta AI in online messaging apps. Zenodo. | link |
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| cahyadi_2025_effort_expectancy | 5 UTAUT2 effort-expectancy items (1-6), 127 users (CC BY 4.0) Cahyadi, B. F., & Permana, W. (2025). Questionnaire answers from users of Meta AI in online messaging apps. Zenodo. | link |
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| cahyadi_2025_facilitating_conditions | 5 UTAUT2 facilitating-conditions items (1-6), 127 users (CC BY 4.0) Cahyadi, B. F., & Permana, W. (2025). Questionnaire answers from users of Meta AI in online messaging apps. Zenodo. | link |
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| cahyadi_2025_hedonic_motivation | 4 UTAUT2 hedonic-motivation items (1-6), 127 users (CC BY 4.0) Cahyadi, B. F., & Permana, W. (2025). Questionnaire answers from users of Meta AI in online messaging apps. Zenodo. | link |
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| cahyadi_2025_performance_expectancy | 4 UTAUT2 performance-expectancy items (1-6), 127 Meta AI users (CC BY 4.0) Cahyadi, B. F., & Permana, W. (2025). Questionnaire answers from users of Meta AI in online messaging apps. Zenodo. | link |
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| cahyadi_2025_social_influence | 4 UTAUT2 social-influence items (1-6), 127 users (CC BY 4.0) Cahyadi, B. F., & Permana, W. (2025). Questionnaire answers from users of Meta AI in online messaging apps. Zenodo. | link |
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| cahyadi_2025_trust | 7 trust items (1-6), 127 users (CC BY 4.0) Cahyadi, B. F., & Permana, W. (2025). Questionnaire answers from users of Meta AI in online messaging apps. Zenodo. | link |
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| cahyadi_2025_use_behaviour | 6 use-behaviour items (1-6), 127 users (CC BY 4.0) Cahyadi, B. F., & Permana, W. (2025). Questionnaire answers from users of Meta AI in online messaging apps. Zenodo. | link |
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| cai_2026_contract_repair_s1 conjoint · source = "conj" |
257 Chinese full-time employees each read one vignette of a manager who broke a promise about a management-training place and then repaired it; repair tactic, repair speed and pre-violation trust in the manager were varied (2x2x2). Outcomes: eight 1-5 psychological-contract-violation items toward the manager and the company. (CC BY 4.0) Cai, Z. (2026). Psychological contract violation recovery [Data set]. figshare. | link |
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| cai_2026_contract_repair_s2 conjoint · source = "conj" |
374 Chinese full-time employees each read one vignette of a manager who broke a promise about a year-end bonus and then repaired it; repair tactic, repair speed and pre-violation trust in the manager were varied (2x2x2). Outcomes: eight 1-5 psychological-contract-violation items toward the manager and the company. (CC BY 4.0) Cai, Z. (2026). Psychological contract violation recovery [Data set]. figshare. | link |
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| caldwell_2026_eijqi | European Intrinsic Job Quality Index, 11 items (0 strongly disagree - 4 strongly agree); N = 415 UK film/TV workers; cov_* as for caldwell_2026_mbi_gs. (CC BY 4.0) Caldwell, M. S. (2026). Occupational Burnout in the UK Film and Television Industry: Dataset and Analytic Syntax. Zenodo. https://doi.org/10.5281/zenodo.22679502 | link |
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| caldwell_2026_mbi_gs | Maslach Burnout Inventory General Survey, 16 items (0 never - 6 every day); N = 415 UK film/TV workers; cov_age, cov_gender, cov_employment, cov_hours_worked, cov_disability, cov_leaving_industry. (CC BY 4.0) Caldwell, M. S. (2026). Occupational Burnout in the UK Film and Television Industry: Dataset and Analytic Syntax. Zenodo. https://doi.org/10.5281/zenodo.22679502 | link |
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| caldwell_2026_seq_dod | Sexual Experiences Questionnaire DoD short form, 16 items (0 never - 4 very often); harassment subsample N = 297 UK film/TV workers; cov_* as for caldwell_2026_mbi_gs. (CC BY 4.0) Caldwell, M. S. (2026). Occupational Burnout in the UK Film and Television Industry: Dataset and Analytic Syntax. Zenodo. https://doi.org/10.5281/zenodo.22679502 | link |
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| caldwell_2026_sf12 | SF-12 v1 Health Survey, 12 items coded in printed option order (item-specific 1-2 / 1-3 / 1-5 / 1-6); N = 415 UK film/TV workers; cov_* as for caldwell_2026_mbi_gs. (CC BY 4.0) Caldwell, M. S. (2026). Occupational Burnout in the UK Film and Television Industry: Dataset and Analytic Syntax. Zenodo. https://doi.org/10.5281/zenodo.22679502 | link |
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| caldwell_2026_stig9 | Stigma-9 Questionnaire, 9 items (0 disagree - 3 agree); N = 415 UK film/TV workers; cov_* as for caldwell_2026_mbi_gs. (CC BY 4.0) Caldwell, M. S. (2026). Occupational Burnout in the UK Film and Television Industry: Dataset and Analytic Syntax. Zenodo. https://doi.org/10.5281/zenodo.22679502 | link |
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| calla_2010_self_esteem | Self-esteem questionnaire for primary pupils, 16 items (I1-I16; 16 of an original 20 retained), 1-5; N = 100 fifth/sixth graders in Callao, Peru; cov_grade, cov_sex, cov_academic_grade. (CC0 1.0) Calla-Colana, Z. L. (2010). Autoestima y rendimiento academico en el area personal social en alumnos de quinto ciclo de primaria de una institucion educativa del Callao [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20654 | link |
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| calvo_2026_milei_framing conjoint · source = "conj" |
2,044 Argentine adults (Netquest panel, 20 Nov 2023, day after the presidential runoff) each saw one Facebook-style news post whose candidate (Milei or Massa), claim (can or cannot control inflation) and TRUE or FALSE label were randomized (2x2x2). Outcomes: 0/1 would-like, share, comment or ignore the post, and the emotion the post evoked (11 further 0/1 indicators). (CC0 1.0) Calvo, E., Aruguete, N., & Alvarado, J. D. (2026). Framing and news sharing behavior: the use of confirmation and refutation statements in the election of a right-wing populist leader. Humanities and Social Sciences Communications. | link |
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| camacho_2025_mil_students | Media and information literacy self-assessment (UNESCO MIL competencies), 43 statements, 1-4 (malo, regular, bueno, alto). 188 students at a Mexican university. Covariates: age band, gender, degree, field. (CC BY 4.0) Camacho Inda D, Mears Delgado B, Hernandez Hernandez JI, et al. (2025). Evaluacion de la Alfabetizacion Mediatica e Informacional en las Instituciones de Educacion Superior. Zenodo. https://doi.org/10.5281/zenodo.17102406 | link |
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| camacho_2025_mil_teachers | Media and information literacy self-assessment (UNESCO MIL competencies), teacher form, 43 statements, 1-4 (malo, regular, bueno, alto). 173 teachers at a Mexican university. Covariates: age band, gender, highest degree, field. (CC BY 4.0) Camacho Inda D, Mears Delgado B, Hernandez Hernandez JI, et al. (2025). Evaluacion de la Alfabetizacion Mediatica e Informacional en las Instituciones de Educacion Superior. Zenodo. https://doi.org/10.5281/zenodo.17102406 | link |
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| cambaz_2023_berlin_wisdom | Berlin wisdom paradigm ratings of a think-aloud life-dilemma response on five criteria (factual knowledge, procedural knowledge, lifespan contextualism, value relativism, uncertainty) for 148 Turkish young adults. (CC BY 4.0) Cambaz, H. Z., & Ünal, A. (2023). Comparing self-report and performance measurement of wisdom in Turkish sample: Relations with self-transcendence and cognitive flexibility. Journal of Human Behavior in the Social Environment, 34(3), 361-372. https://doi.org/10.1080/10911359.2023.2165589 | link |
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| camir_security_2026_22766055 | CaMir-R attachment security dimension, 7 items on a 1-5 agreement scale (Spanish), 299 young adults. Author slug provisional: the Zenodo deposit's creator field is 'Anonimo'. (CC BY 4.0) Anonimo (2026). El papel mediador de la autoestima corporal [dataset]. Zenodo. | link |
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| cammett_2024_clientelism_lebanon conjoint · source = "conj" |
Paired candidate-choice conjoint in Lebanon (face-to-face survey, 2017): 2,455 respondents chose between 4 pairs of parliamentary candidates varying gender, experience, sect, clientelist pledge, security rhetoric, piety, education, party (relative to the respondent) and platform; outcome is a forced vote choice. Level text is the Arabic text displayed. (CC0 1.0) Cammett, M., Parreira, C., & Atallah, S. (2024). Is clientelism (only) for the poor? Insights on class and clientelism from a survey experiment in Lebanon. Journal of Politics. | link |
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| campbell_2019_dissent_frequency conjoint · source = "conj" |
British YouGov respondents (December 2012; n=1,899) each made 5 forced choices between two hypothetical MPs varying in party, tenure, days spent on constituency work, how often the MP speaks out or votes against the party leadership, and sex (pronoun). (CC0 1.0) Campbell, R., Cowley, P., Vivyan, N., & Wagner, M. (2019). Legislator dissent as a valence signal. British Journal of Political Science, 49(1), 105-128. | link |
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| campbell_2019_dissent_type conjoint · source = "conj" |
British YouGov respondents (September 2013; n=1,919) each made 5 forced choices between two hypothetical MPs varying in party, days spent on constituency work, whether the MP mainly follows own or constituents' views, how publicly the MP voices dissent from the party leadership, and sex (pronoun). (CC0 1.0) Campbell, R., Cowley, P., Vivyan, N., & Wagner, M. (2019). Legislator dissent as a valence signal. British Journal of Political Science, 49(1), 105-128. | link |
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| campbell_2019_local_roots conjoint · source = "conj" |
British YouGov respondents (February 2015; n=1,719) each made 5 forced choices between two hypothetical MPs varying in local roots, party and ideological position, time spent on constituency work, main policy influence, policy interests and gender (pronoun). (CC0 1.0) Campbell, R., Cowley, P., Vivyan, N., & Wagner, M. (2019). Why friends and neighbors? Explaining the electoral appeal of local roots. The Journal of Politics, 81(3), 937-951. | link |
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| campos_2023_oes | 7-item Orofacial Esthetic Scale (OES, 0-10 scale), from a survey of N=7593 Finnish and Brazilian adults on dental aesthetics and life satisfaction. (CC BY 4.0) Campos L, Campos J, Marôco J, Peltomäki T (2023) Aesthetic dental treatment, orofacial appearance, and life satisfaction of Finnish and Brazilian adults. PLoS ONE. | link |
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| campos_2023_pidaq | 24-item Psychosocial Impact of Dental Aesthetics Questionnaire (PIDAQ, 0-4 scale), from a survey of N=7593 Finnish and Brazilian adults on dental aesthetics and life satisfaction. (CC BY 4.0) Campos L, Campos J, Marôco J, Peltomäki T (2023) Aesthetic dental treatment, orofacial appearance, and life satisfaction of Finnish and Brazilian adults. PLoS ONE. | link |
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| campos_2023_swls | 5-item Satisfaction with Life Scale (SWLS, 1-7 scale), from a survey of N=7593 Finnish and Brazilian adults on dental aesthetics and life satisfaction. (CC BY 4.0) Campos L, Campos J, Marôco J, Peltomäki T (2023) Aesthetic dental treatment, orofacial appearance, and life satisfaction of Finnish and Brazilian adults. PLoS ONE. | link |
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| cao_2024_mbi | Maslach Burnout Inventory, Educators Survey (22 items: emotional exhaustion, depersonalization, personal accomplishment; stored 1-5) for 326 Chinese university lecturers. (CC BY 4.0) Cao, B. (2024). THE EFFECT OF SOCIAL SUPPORT ON BURNOUT AMONG CHINESE UNIVERSITY LECTURERS [Data set]. Zenodo. https://doi.org/10.5281/zenodo.12788010 | link |
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| cao_2024_mspss | Multidimensional Scale of Perceived Social Support (12 items, 1-7) for 326 Chinese university lecturers. (CC BY 4.0) Cao, B. (2024). THE EFFECT OF SOCIAL SUPPORT ON BURNOUT AMONG CHINESE UNIVERSITY LECTURERS [Data set]. Zenodo. https://doi.org/10.5281/zenodo.12788010 | link |
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| cao_2024_work_stress | College Teacher Work Stress Rating Scale (Li 2005; 24 items, 1 no stress at all .. 4 most stressful) for 326 Chinese university lecturers. (CC BY 4.0) Cao, B. (2024). THE EFFECT OF SOCIAL SUPPORT ON BURNOUT AMONG CHINESE UNIVERSITY LECTURERS [Data set]. Zenodo. https://doi.org/10.5281/zenodo.12788010 | link |
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| cao_2026_cdss_cognitive_load | Cognitive load, 6 items, 1-7, Chinese clinicians using a CDSS. 222 respondents x 6 items = 1332 responses. (CC BY 4.0) Cao, M., Luo, J., & Zhang, Q. (2026). The Double-Edged Effect of Interaction in Clinical Decision Support Systems: Cognitive Load, Perceived Autonomy, and Physicians' Intention to Use [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33204345.v2 | link |
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| cao_2026_cdss_intention_to_use | Intention to use a clinical decision support system, 3 items, 1-7, Chinese clinicians. 222 respondents x 3 items = 666 responses. (CC BY 4.0) Cao, M., Luo, J., & Zhang, Q. (2026). The Double-Edged Effect of Interaction in Clinical Decision Support Systems: Cognitive Load, Perceived Autonomy, and Physicians' Intention to Use [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33204345.v2 | link |
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| cao_2026_cdss_perceived_autonomy | Perceived autonomy, 4 items, 1-7, Chinese clinicians using a CDSS. 222 respondents x 4 items = 888 responses. (CC BY 4.0) Cao, M., Luo, J., & Zhang, Q. (2026). The Double-Edged Effect of Interaction in Clinical Decision Support Systems: Cognitive Load, Perceived Autonomy, and Physicians' Intention to Use [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33204345.v2 | link |
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| cao_2026_cdss_professional_knowledge | Self-rated professional knowledge, 3 items, 1-7, Chinese clinicians. 222 respondents x 3 items = 666 responses. (CC BY 4.0) Cao, M., Luo, J., & Zhang, Q. (2026). The Double-Edged Effect of Interaction in Clinical Decision Support Systems: Cognitive Load, Perceived Autonomy, and Physicians' Intention to Use [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33204345.v2 | link |
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| capacci_2018_personal_risk | How serious a risk to your own health: your weight, eating habits, drinking, smoking, local pollution, stress (6 items), 1 not at all serious .. 7 very serious; not applicable dropped. 1,001 adults in the UK (500) and Italy (501), EATWELL project survey; in each country half by telephone (CATI) and half by web panel (CAWI). Covariates: country, administration mode, gender, age, marital status, education, self-rated health. (CC BY 4.0) Capacci S, Mazzocchi M, Brasini S (2018). Estimation of unobservable selection effects in on-line surveys through propensity score matching: An application to public acceptance of healthy eating policies. PLOS ONE 13(4): e0196020. | link |
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| capacci_2018_policy_support | Agreement with 20 healthy-eating policy measures (advertising bans, labelling, taxes and subsidies, school and workplace meal regulation, ...), 1 strongly disagree .. 5 strongly agree; don't know is blank. 1,001 adults in the UK (500) and Italy (501), EATWELL project survey; in each country half by telephone (CATI) and half by web panel (CAWI). Covariates: country, administration mode, gender, age, marital status, education, self-rated health. (CC BY 4.0) Capacci S, Mazzocchi M, Brasini S (2018). Estimation of unobservable selection effects in on-line surveys through propensity score matching: An application to public acceptance of healthy eating policies. PLOS ONE 13(4): e0196020. | link |
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| capacci_2018_societal_risk | How serious a problem for society: cancer, AIDS, heart disease, diabetes, smoking, heavy drinking, obesity, depression, influenza (9 items), 1 very serious problem .. 5 not a serious problem at all (1 = MOST serious); don't know dropped. 1,001 adults in the UK (500) and Italy (501), EATWELL project survey; in each country half by telephone (CATI) and half by web panel (CAWI). Covariates: country, administration mode, gender, age, marital status, education, self-rated health. (CC BY 4.0) Capacci S, Mazzocchi M, Brasini S (2018). Estimation of unobservable selection effects in on-line surveys through propensity score matching: An application to public acceptance of healthy eating policies. PLOS ONE 13(4): e0196020. | link |
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| caprara_2020_mnesres | Multidimensional Negative Emotions Self-Regulatory Efficacy Scale (MNESRES) item pool, Spanish version, 40 items, 1-5, 1,695 Spanish adults aged 20-94 recruited via the Open University in Madrid (2014-2017); the paper's 15-item MNESRES is AE3, 5, 7, 10, 13, 15, 19, 21, 24, 26, 29, 31, 32, 35, 39; cov_age, cov_gender, cov_marital, cov_education. (CC BY 4.0) Caprara, M., Di Giunta, L., Bermúdez, J., Caprara, G. V., & Iannello, P. (2020). How self-efficacy beliefs in dealing with negative emotions are associated to negative affect and to life satisfaction across gender and age. PLOS ONE, 15(11), e0242326. | link |
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| caprara_2020_panas | PANAS, Spanish version, 20 items, 1-5, 1,695 Spanish adults aged 20-94 recruited via the Open University in Madrid (2014-2017); the paper scores the ten negative-affect items, which the deposit does not identify; cov_age, cov_gender, cov_marital, cov_education. (CC BY 4.0) Caprara, M., Di Giunta, L., Bermúdez, J., Caprara, G. V., & Iannello, P. (2020). How self-efficacy beliefs in dealing with negative emotions are associated to negative affect and to life satisfaction across gender and age. PLOS ONE, 15(11), e0242326. | link |
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| carbone_2026_fakenews_share | Intention to share four news items (two fake, two real) on social media, 1-6, before (wave 1) and after (wave 2) arguing each item alone or in a group of three (treat = group). 128 college students, Italy. cluster_id = discussion group. (CC0 1.0) Carbone D, Marcatto F, Ferrante D (2026). Thinking together: How group argumentation boosts fake news recognition. PLoS One 21(5): e0348391. https://doi.org/10.1371/journal.pone.0348391 | link |
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| carbone_2026_fakenews_truth | Truth judgement of four news items (two fake, two real), 1-6, before (wave 1) and after (wave 2) arguing each item alone or in a group of three (treat = group). 128 college students, Italy. cluster_id = discussion group. (CC0 1.0) Carbone D, Marcatto F, Ferrante D (2026). Thinking together: How group argumentation boosts fake news recognition. PLoS One 21(5): e0348391. https://doi.org/10.1371/journal.pone.0348391 | link |
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| carey_2020_democracy_donors conjoint · source = "conj" |
Partisan political donors (Bright Line Watch donor sample, Qualtrics, Feb-Apr 2019) chose between two hypothetical candidates in 10 pairs varying name (signalling race and gender), party, and six platform statements on voter-ID laws, investigations, compromise, courts, discrimination and taxes. 622 respondents (authors' analysis sample 573); binary choice. (CC0 1.0) Carey, J., Clayton, K., Helmke, G., Nyhan, B., Sanders, M., & Stokes, S. (2020). Who will defend democracy? Evaluating tradeoffs in candidate support among partisan donors and voters. Journal of Elections, Public Opinion and Parties. | link |
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| carey_2020_democracy_public conjoint · source = "conj" |
US adults (YouGov matched sample, March 2019) chose between two hypothetical candidates in 10 pairs varying name (signalling race and gender), party, and six platform statements on voter-ID laws, investigations, compromise, courts, discrimination and taxes. 1,000 respondents; binary choice; YouGov weight included. (CC0 1.0) Carey, J., Clayton, K., Helmke, G., Nyhan, B., Sanders, M., & Stokes, S. (2020). Who will defend democracy? Evaluating tradeoffs in candidate support among partisan donors and voters. Journal of Elections, Public Opinion and Parties. | link |
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| carey_2020_democracy_public_oct conjoint · source = "conj" |
US adults (YouGov matched sample, October 2018) chose between two hypothetical candidates in 10 pairs varying name (signalling race and gender), party, and six platform statements on voter-ID laws, investigations, compromise, courts, discrimination and taxes. 1,000 respondents; binary choice; YouGov weight included. Appendix replication sample. (CC0 1.0) Carey, J., Clayton, K., Helmke, G., Nyhan, B., Sanders, M., & Stokes, S. (2020). Who will defend democracy? Evaluating tradeoffs in candidate support among partisan donors and voters. Journal of Elections, Public Opinion and Parties. | link |
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| carey_2020_hiring_unm_faculty conjoint · source = "conj" |
University of New Mexico faculty (Oct 2016) (n = 870) each chose between 8 pairs of hypothetical faculty candidates described by 8 randomized attributes (gender, race/ethnicity, heritage, research record, teaching record, PhD institution, spouse/partner a faculty member, community service record); outcome: which candidate should be given priority to be hired. (CC0 1.0) Carey, J. M., Carman, K. R., Clayton, K. P., Horiuchi, Y., Htun, M., & Ortiz, B. (2020). Who wants to hire a more diverse faculty? A conjoint analysis of faculty and student preferences for gender and racial/ethnic diversity. Politics, Groups, and Identities, 8(3), 535-553. | link |
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| carey_2020_hiring_unm_students conjoint · source = "conj" |
University of New Mexico students (2016) (n = 1387) each chose between 8 pairs of hypothetical faculty candidates described by 8 randomized attributes (gender, race/ethnicity, heritage, research record, teaching record, PhD institution, spouse/partner a faculty member, community service record); outcome: which candidate should be given priority to be hired. (CC0 1.0) Carey, J. M., Carman, K. R., Clayton, K. P., Horiuchi, Y., Htun, M., & Ortiz, B. (2020). Who wants to hire a more diverse faculty? A conjoint analysis of faculty and student preferences for gender and racial/ethnic diversity. Politics, Groups, and Identities, 8(3), 535-553. | link |
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| carey_2020_hiring_unr_faculty conjoint · source = "conj" |
University of Nevada, Reno faculty (n = 203) each chose between 10 pairs of hypothetical faculty candidates described by 9 randomized attributes (department/program, position, race/ethnicity, gender, PhD institution, undergraduate institution, spouse/partner a faculty member, teaching record, research record); outcome: which candidate should be given priority to be hired. (CC0 1.0) Carey, J. M., Carman, K. R., Clayton, K. P., Horiuchi, Y., Htun, M., & Ortiz, B. (2020). Who wants to hire a more diverse faculty? A conjoint analysis of faculty and student preferences for gender and racial/ethnic diversity. Politics, Groups, and Identities, 8(3), 535-553. | link |
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| carey_2020_hiring_unr_students conjoint · source = "conj" |
University of Nevada, Reno students (n = 622) each chose between 10 pairs of hypothetical faculty candidates described by 9 randomized attributes (department/program, position, race/ethnicity, gender, PhD institution, undergraduate institution, spouse/partner a faculty member, teaching record, research record); outcome: which candidate should be given priority to be hired. (CC0 1.0) Carey, J. M., Carman, K. R., Clayton, K. P., Horiuchi, Y., Htun, M., & Ortiz, B. (2020). Who wants to hire a more diverse faculty? A conjoint analysis of faculty and student preferences for gender and racial/ethnic diversity. Politics, Groups, and Identities, 8(3), 535-553. | link |
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| carlesi_2023_deep_sea conjoint · source = "conj" |
Discrete choice experiment: 800 Italian households chose among a submarine canyon alternative, a cold-water coral alternative or neither, described by biodiversity, climate regulation, scientific value and price; 9 choice sets each. (CC BY 4.0) Carlesi, L., Cubero Dudinskaya, E., Danovaro, R., D'Onghia, G., Mandolesi, S., Naspetti, S., & Zanoli, R. (2023). Estimating preferences for Mediterranean deep-sea ecosystem services: A discrete choice experiment. Marine Policy. | link |
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| carlson_2017_human_rights competitions · source = "comp" |
MTurk pairwise comparisons of State Department human rights report passages: which shows more significant levels of torture (CC0 1.0) Carlson, D., & Montgomery, J. M. (2017). A pairwise comparison framework for fast, flexible, and reliable human coding of political texts. American Political Science Review, 111(4), 835-843. Data: Carlson, David; Montgomery, Jacob, Harvard Dataverse, https://doi.org/10.7910/DVN/0ZRGEE | link |
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| carlson_2017_immigration competitions · source = "comp" |
MTurk pairwise comparisons of 336 open-ended survey statements: which expresses more fear, anxiety or worry about the impact of immigration (CC0 1.0) Carlson, D., & Montgomery, J. M. (2017). A pairwise comparison framework for fast, flexible, and reliable human coding of political texts. American Political Science Review, 111(4), 835-843. Data: Carlson, David; Montgomery, Jacob, Harvard Dataverse, https://doi.org/10.7910/DVN/0ZRGEE | link |
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| carlson_2017_movie50 competitions · source = "comp" |
MTurk pairwise comparisons of 50 movie-review snippets: which text comes from the more positive review (experiment 2) (CC0 1.0) Carlson, D., & Montgomery, J. M. (2017). A pairwise comparison framework for fast, flexible, and reliable human coding of political texts. American Political Science Review, 111(4), 835-843. Data: Carlson, David; Montgomery, Jacob, Harvard Dataverse, https://doi.org/10.7910/DVN/0ZRGEE | link |
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| carlson_2017_movie_reviews competitions · source = "comp" |
MTurk pairwise comparisons of 497 movie-review snippets: which text comes from the more positive review (CC0 1.0) Carlson, D., & Montgomery, J. M. (2017). A pairwise comparison framework for fast, flexible, and reliable human coding of political texts. American Political Science Review, 111(4), 835-843. Data: Carlson, David; Montgomery, Jacob, Harvard Dataverse, https://doi.org/10.7910/DVN/0ZRGEE | link |
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| carlson_2017_treebank competitions · source = "comp" |
MTurk pairwise comparisons of Stanford Sentiment Treebank snippets for positivity; experiment 1 untrained, experiment 2 certified coders (CC0 1.0) Carlson, D., & Montgomery, J. M. (2017). A pairwise comparison framework for fast, flexible, and reliable human coding of political texts. American Political Science Review, 111(4), 835-843. Data: Carlson, David; Montgomery, Jacob, Harvard Dataverse, https://doi.org/10.7910/DVN/0ZRGEE | link |
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| carlson_2017_wiscads competitions · source = "comp" |
MTurk pairwise comparisons of 935 2008 U.S. Senate campaign ads: which is more negative towards the candidate(s) mentioned (CC0 1.0) Carlson, D., & Montgomery, J. M. (2017). A pairwise comparison framework for fast, flexible, and reliable human coding of political texts. American Political Science Review, 111(4), 835-843. Data: Carlson, David; Montgomery, Jacob, Harvard Dataverse, https://doi.org/10.7910/DVN/0ZRGEE | link |
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| carlson_2023_free_expression conjoint · source = "conj" |
US adults (Ipsos KnowledgePanel, summer 2021; n=2,777) rated 5 single-profile political-conversation scenarios varying the partner's relationship, party, knowledge, news source, engagement, race and gender and the setting (face-to-face vs social media); the outcome is a 5-point rating of how likely they would be to express their true opinion. (CC0 1.0) Carlson, T. N., & Settle, J. E. (2023). Freedom of expression in interpersonal interactions. PS: Political Science & Politics, 56(2), 245-249. | link |
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| carnegie_2022_trade_partners conjoint · source = "conj" |
US MTurk respondents (n=1,208) compared two countries in 5 paired tasks varying alliance with America, military size, trade-induced military growth, conflict likelihood, impact on the US economy and government type; chose which country America should increase trade with and rated support for trade with each (1-10). (CC0 1.0) Carnegie, A., & Gaikwad, N. (2022). Public opinion on geopolitics and trade: Theory and evidence. World Politics, 74(2), 167-204. | link |
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| carney_2023_substance_use | Substance-use checklist (8 substances, binary used/not-used) among sexual and gender minority youth; N=414 (CC BY 4.0) Carney T., Choi S., Stephenson R., Bauermeister J., Carrico A. (2023). Latent class analysis of substance use typologies associated with mental and sexual health outcomes among sexual and gender minority youth. PLOS ONE. https://doi.org/10.1371/journal.pone.0290781 | link |
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| carreras_2024_corrupt_bureaucrats conjoint · source = "conj" |
Paraguayan respondents compared pairs of street-level bureaucrats described by 6 attributes (took bribes, diverted public funds, gender, party, age, education). 3,107 respondents, 5 paired tasks, three forced-choice outcomes per pair whose wording is not in the deposit. (CC0 1.0) Carreras, M., Vera, S., & Visconti, G. (2024). Gender stereotypes and petty corruption among street-level bureaucrats: Evidence from a conjoint experiment. Research & Politics, 11(3). | link |
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| carver_2017_puggs_pilot1_attitudes | PUGGS pilot study 1: attitudes toward gene therapy/genetic testing/personalized medicine (20 items, 1-4 Likert), N=202 (CC BY 4.0) Carver RB, Castera J, Gericke N, Evangelista NAM, El-Hani CN (2017). Young Adults' Belief in Genetic Determinism, and Knowledge of Genes and Environment: Deficit Model vs Constructivist Model of Public Understanding of Science. PLOS ONE. https://doi.org/10.1371/journal.pone.0169808 | link |
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| carver_2017_puggs_pilot1_det_core | PUGGS pilot study 1: agreement with 13 true/false-keyed gene-environment determinism statements (1-4 Likert), N=207 (CC BY 4.0) Carver RB, Castera J, Gericke N, Evangelista NAM, El-Hani CN (2017). Young Adults' Belief in Genetic Determinism, and Knowledge of Genes and Environment: Deficit Model vs Constructivist Model of Public Understanding of Science. PLOS ONE. https://doi.org/10.1371/journal.pone.0169808 | link |
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| carver_2017_puggs_pilot1_genom_know | PUGGS pilot study 1: agreement with 18 true/false-keyed genomics-understanding statements (1-4 Likert), N=205 (CC BY 4.0) Carver RB, Castera J, Gericke N, Evangelista NAM, El-Hani CN (2017). Young Adults' Belief in Genetic Determinism, and Knowledge of Genes and Environment: Deficit Model vs Constructivist Model of Public Understanding of Science. PLOS ONE. https://doi.org/10.1371/journal.pone.0169808 | link |
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| carver_2017_puggs_pilot1_traits | PUGGS pilot study 1: belief in genetic vs environmental influence across 20 traits (1-5 scale), N=206 (CC BY 4.0) Carver RB, Castera J, Gericke N, Evangelista NAM, El-Hani CN (2017). Young Adults' Belief in Genetic Determinism, and Knowledge of Genes and Environment: Deficit Model vs Constructivist Model of Public Understanding of Science. PLOS ONE. https://doi.org/10.1371/journal.pone.0169808 | link |
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| carver_2017_puggs_pilot2_attitudes | PUGGS pilot study 2: attitudes toward gene therapy/genetic testing/personalized medicine (20 items, 1-4 Likert), N=77 (CC BY 4.0) Carver RB, Castera J, Gericke N, Evangelista NAM, El-Hani CN (2017). Young Adults' Belief in Genetic Determinism, and Knowledge of Genes and Environment: Deficit Model vs Constructivist Model of Public Understanding of Science. PLOS ONE. https://doi.org/10.1371/journal.pone.0169808 | link |
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| carver_2017_puggs_pilot2_det_core | PUGGS pilot study 2: 9 true/false genetics-knowledge items on gene-environment interaction, scored correct/incorrect per answer key, N=77 (CC BY 4.0) Carver RB, Castera J, Gericke N, Evangelista NAM, El-Hani CN (2017). Young Adults' Belief in Genetic Determinism, and Knowledge of Genes and Environment: Deficit Model vs Constructivist Model of Public Understanding of Science. PLOS ONE. https://doi.org/10.1371/journal.pone.0169808 | link |
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| carver_2017_puggs_pilot2_genom_know | PUGGS pilot study 2: 16 true/false genomics-knowledge items, scored correct/incorrect per answer key, N=73 (CC BY 4.0) Carver RB, Castera J, Gericke N, Evangelista NAM, El-Hani CN (2017). Young Adults' Belief in Genetic Determinism, and Knowledge of Genes and Environment: Deficit Model vs Constructivist Model of Public Understanding of Science. PLOS ONE. https://doi.org/10.1371/journal.pone.0169808 | link |
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| carver_2017_puggs_pilot2_traits | PUGGS pilot study 2: belief in genetic vs environmental influence across 17 traits (1-5 scale), N=77 (CC BY 4.0) Carver RB, Castera J, Gericke N, Evangelista NAM, El-Hani CN (2017). Young Adults' Belief in Genetic Determinism, and Knowledge of Genes and Environment: Deficit Model vs Constructivist Model of Public Understanding of Science. PLOS ONE. https://doi.org/10.1371/journal.pone.0169808 | link |
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| caselli_2023_abc | Activities-specific Balance Confidence scale (16 items, 0-100 in steps of 10) self-reported by 264 persons with multiple sclerosis at two Italian rehabilitation centres (300 assessments; wave = assessment number). (CC BY 4.0) Caselli, S., Sabattini, L., Cattaneo, D., Jonsdottir, J., Brichetto, G., Pozzi, S., Lugaresi, A., & La Porta, F. (2023). When 'good' is not good enough: a retrospective Rasch analysis study of the Berg Balance Scale for persons with Multiple Sclerosis. Frontiers in Neurology, 14, 1171163. https://doi.org/10.3389/fneur.2023.1171163 | link |
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| caselli_2023_bbs | Berg Balance Scale (14 items, 0-4, physiotherapist-rated) for 814 persons with multiple sclerosis at three Italian rehabilitation centres, 1-3 assessments each (1,220 assessments; wave = assessment number). (CC BY 4.0) Caselli, S., Sabattini, L., Cattaneo, D., Jonsdottir, J., Brichetto, G., Pozzi, S., Lugaresi, A., & La Porta, F. (2023). When 'good' is not good enough: a retrospective Rasch analysis study of the Berg Balance Scale for persons with Multiple Sclerosis. Frontiers in Neurology, 14, 1171163. https://doi.org/10.3389/fneur.2023.1171163 | link |
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| cassaday_2023_aas | Animal Attitude Scale (Herzog), 10-item brief form, 1 strongly disagree .. 5 strongly agree, in scored direction (items 2, 3, 4, 7, 8 already reversed). 598 UK adults, online. Every response follows a randomised reading of no / a lay / a technical research summary; that three-arm assignment is NOT included. Covariates: gender, age, relevant degree. (CC BY 4.0) Cassaday HJ, Cavenagh L, Aluthgamage H, et al. (2023). Attitudes to the use of animals in biomedical research: Effects of stigma and selected research project summaries. PLOS ONE 18(8): e0290232. | link |
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| cassaday_2023_apq | Animal Purpose Questionnaire, adapted: agreement with using each of five species (pig, rat, mouse, fish, monkey) for four kinds of research (addiction, schizophrenia, obesity, cardiovascular disease); 20 items |
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| cassaday_2023_bam | Belief in Animal Mind, 4 questions x 5 species = 20 items, 1-7 in scored direction (higher = greater belief in animal mind). 598 UK adults, online. Every response follows a randomised reading of no / a lay / a technical research summary; that three-arm assignment is NOT included. Covariates: gender, age, relevant degree. (CC BY 4.0) Cassaday HJ, Cavenagh L, Aluthgamage H, et al. (2023). Attitudes to the use of animals in biomedical research: Effects of stigma and selected research project summaries. PLOS ONE 18(8): e0290232. | link |
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| cassandra_2025_attitude | 5 attitude items, 1-6, 412 Indonesian respondents. Item text not shipped: the item columns are bare construct codes with no stems. (CC BY 4.0) Cassandra, C., Megaryanti, N., Nayoan, C., et al. (2025). Factors Influencing User Acceptance in Adopting Biometric/Facial Recognition [Dataset]. Zenodo. | link |
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| cassandra_2025_intention | 4 intention items, 1-6, 412 Indonesian respondents. Item text not shipped: the item columns are bare construct codes with no stems. (CC BY 4.0) Cassandra, C., Megaryanti, N., Nayoan, C., et al. (2025). Factors Influencing User Acceptance in Adopting Biometric/Facial Recognition [Dataset]. Zenodo. | link |
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| cassandra_2025_perceived_ease | 5 perceived ease items, 1-6, 412 Indonesian respondents. Item text not shipped: the item columns are bare construct codes with no stems. (CC BY 4.0) Cassandra, C., Megaryanti, N., Nayoan, C., et al. (2025). Factors Influencing User Acceptance in Adopting Biometric/Facial Recognition [Dataset]. Zenodo. | link |
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| cassandra_2025_perceived_risk | 4 perceived risk items, 1-6, 412 Indonesian respondents. Item text not shipped: the item columns are bare construct codes with no stems. (CC BY 4.0) Cassandra, C., Megaryanti, N., Nayoan, C., et al. (2025). Factors Influencing User Acceptance in Adopting Biometric/Facial Recognition [Dataset]. Zenodo. | link |
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| cassandra_2025_perceived_usefulness | 4 perceived usefulness items, 1-6, 412 Indonesian respondents. Item text not shipped: the item columns are bare construct codes with no stems. (CC BY 4.0) Cassandra, C., Megaryanti, N., Nayoan, C., et al. (2025). Factors Influencing User Acceptance in Adopting Biometric/Facial Recognition [Dataset]. Zenodo. | link |
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| cassandra_2025_perceived_value | 4 perceived value items, 1-6, 412 Indonesian respondents. Item text not shipped: the item columns are bare construct codes with no stems. (CC BY 4.0) Cassandra, C., Megaryanti, N., Nayoan, C., et al. (2025). Factors Influencing User Acceptance in Adopting Biometric/Facial Recognition [Dataset]. Zenodo. | link |
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| cassandra_2025_self_efficacy | 5 self efficacy items, 1-6, 412 Indonesian respondents. Item text not shipped: the item columns are bare construct codes with no stems. (CC BY 4.0) Cassandra, C., Megaryanti, N., Nayoan, C., et al. (2025). Factors Influencing User Acceptance in Adopting Biometric/Facial Recognition [Dataset]. Zenodo. | link |
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| cassandra_2025_trust | 4 trust items, 1-6, 412 Indonesian respondents. Item text not shipped: the item columns are bare construct codes with no stems. (CC BY 4.0) Cassandra, C., Megaryanti, N., Nayoan, C., et al. (2025). Factors Influencing User Acceptance in Adopting Biometric/Facial Recognition [Dataset]. Zenodo. | link |
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| cassandra_2026_collaboration | 4 collaboration items, 1-6, 347 respondents. Item text not shipped: the workbook holds bare codes, and the record names no paper, so no instrument document exists to fall back on. (CC BY 4.0) Cassandra, C. (2026). Questionnaire Data [Dataset]. Zenodo. | link |
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| cassandra_2026_innovativeness | 4 innovativeness items, 1-6, 347 respondents. Item text not shipped: the workbook holds bare codes, and the record names no paper, so no instrument document exists to fall back on. (CC BY 4.0) Cassandra, C. (2026). Questionnaire Data [Dataset]. Zenodo. | link |
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| cassandra_2026_learning_fit | 4 learning fit items, 1-6, 347 respondents. Item text not shipped: the workbook holds bare codes, and the record names no paper, so no instrument document exists to fall back on. (CC BY 4.0) Cassandra, C. (2026). Questionnaire Data [Dataset]. Zenodo. | link |
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| cassandra_2026_resource_dev | 4 resource dev items, 1-6, 347 respondents. Item text not shipped: the workbook holds bare codes, and the record names no paper, so no instrument document exists to fall back on. (CC BY 4.0) Cassandra, C. (2026). Questionnaire Data [Dataset]. Zenodo. | link |
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| cassandra_2026_self_confidence | 4 self confidence items, 1-6, 347 respondents. Item text not shipped: the workbook holds bare codes, and the record names no paper, so no instrument document exists to fall back on. (CC BY 4.0) Cassandra, C. (2026). Questionnaire Data [Dataset]. Zenodo. | link |
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| cassandra_2026_self_efficacy | 4 self efficacy items, 1-6, 347 respondents. Item text not shipped: the workbook holds bare codes, and the record names no paper, so no instrument document exists to fall back on. (CC BY 4.0) Cassandra, C. (2026). Questionnaire Data [Dataset]. Zenodo. | link |
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| cassidy_2024_ab | A 23-item battery of reassurance-seeking behaviours directed at a romantic partner, 1-5, from 172 partnered adults. 3,953 responses. (CC BY-NC 4.0) Cassidy, Dorothy; Freeston, Mark (2024). Test Hypothesised Mediation Model Data: intolerance of uncertainty, family accommodation and reassurance seeking as multiple serial mediators between attachment anxiety and OCD checking symptoms. Newcastle University. | link |
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| cassidy_2024_ecr_r | The 36-item Experiences in Close Relationships-Revised, 1-7, from 201 adults in an online study of attachment anxiety and OCD checking symptoms. 7,179 responses. (CC BY-NC 4.0) Cassidy, Dorothy; Freeston, Mark (2024). Test Hypothesised Mediation Model Data: intolerance of uncertainty, family accommodation and reassurance seeking as multiple serial mediators between attachment anxiety and OCD checking symptoms. Newcastle University. | link |
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| cassidy_2024_fas | The 19-item Family Accommodation Scale (self-report), 1-5, from 149 adults who identified a relative involved in their obsessive-compulsive symptoms. 2,702 responses. (CC BY-NC 4.0) Cassidy, Dorothy; Freeston, Mark (2024). Test Hypothesised Mediation Model Data: intolerance of uncertainty, family accommodation and reassurance seeking as multiple serial mediators between attachment anxiety and OCD checking symptoms. Newcastle University. | link |
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| cassidy_2024_ius_12 | The 12-item Intolerance of Uncertainty Scale-12, 1-5, from 203 adults. 2,436 responses. (CC BY-NC 4.0) Cassidy, Dorothy; Freeston, Mark (2024). Test Hypothesised Mediation Model Data: intolerance of uncertainty, family accommodation and reassurance seeking as multiple serial mediators between attachment anxiety and OCD checking symptoms. Newcastle University. | link |
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| cassidy_2024_oci_r | A 23-item Obsessive Compulsive Inventory-Revised battery, 1-5, from 206 adults. 4,729 responses. (CC BY-NC 4.0) Cassidy, Dorothy; Freeston, Mark (2024). Test Hypothesised Mediation Model Data: intolerance of uncertainty, family accommodation and reassurance seeking as multiple serial mediators between attachment anxiety and OCD checking symptoms. Newcastle University. | link |
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| cassidy_2024_pswq3 | The three-item Penn State Worry Questionnaire short form, 1-5, from 181 adults. 543 responses. (CC BY-NC 4.0) Cassidy, Dorothy; Freeston, Mark (2024). Test Hypothesised Mediation Model Data: intolerance of uncertainty, family accommodation and reassurance seeking as multiple serial mediators between attachment anxiety and OCD checking symptoms. Newcastle University. | link |
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| cassidy_2024_resq_cons | The Reassurance Seeking Questionnaire's 11 items on how the respondent consumes and checks the reassurance received, 1-6, from 199 adults. 2,171 responses. (CC BY-NC 4.0) Cassidy, Dorothy; Freeston, Mark (2024). Test Hypothesised Mediation Model Data: intolerance of uncertainty, family accommodation and reassurance seeking as multiple serial mediators between attachment anxiety and OCD checking symptoms. Newcastle University. | link |
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| cassidy_2024_resq_int | The Reassurance Seeking Questionnaire's 16 source-of-reassurance items, 1-5, from 202 adults. 3,219 responses. (CC BY-NC 4.0) Cassidy, Dorothy; Freeston, Mark (2024). Test Hypothesised Mediation Model Data: intolerance of uncertainty, family accommodation and reassurance seeking as multiple serial mediators between attachment anxiety and OCD checking symptoms. Newcastle University. | link |
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| cassidy_2024_rss | A 30-item reassurance-seeking battery, 1-5, asking when and why the respondent seeks reassurance, from 203 adults. 6,085 responses. (CC BY-NC 4.0) Cassidy, Dorothy; Freeston, Mark (2024). Test Hypothesised Mediation Model Data: intolerance of uncertainty, family accommodation and reassurance seeking as multiple serial mediators between attachment anxiety and OCD checking symptoms. Newcastle University. | link |
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| castanhosilva_2023_populism_us conjoint · source = "conj" |
US adults (Lucid quota sample, July-August 2019; 1,485 answering of 1,505 assigned) chose which of two fictitious candidates they would rather vote for over 5 pairs, varying two political priorities (12 possible, populist and non-populist) and positions on legal immigration, military intervention, taxing the rich and free trade. (CC0 1.0) Castanho Silva, B., Neuner, F. G., & Wratil, C. (2023). Populism and candidate support in the US: The effects of "thin" and "host" ideology. Journal of Experimental Political Science, 10(3), 438-447. | link |
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| caton_2025_sanction_vignettes conjoint · source = "conj" |
Vignette experiment: 858 US Mechanical Turk workers (July 2019) each read one news story in which the US President imposes sanctions on a country in a neighbour dispute, randomizing the country pair (Spain-Portugal or Brazil-Bolivia), the dispute (tariffs or troops) and whether experts warn of costs to US business (2 x 2 x 2, between-subject); outcomes are whether the sanctions were right, whether to lift them, and 0-10 ratings of the President and concern about costs. (CC0 1.0) Caton, C., & Webb, C. (2025). A public demand theory of economic sanctions. International Interactions, 51(3), 396-424. | link |
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| cavalini_mokken | Coping with noxious factory odor. (GPL-3.0) Cavalini, P. M. (1992). It’s an ill wind that brings no good. Studies on odour annoyance and the dispersion of odorant concentrations from industries. Unpublished doctoral disseratation. University of Groningen, The Netherlands. | link |
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| cavojova_2017_cfc | Consideration of Future Consequences scale (CFC-14), 1-6, Slovak teachers. 170 respondents x 14 items = 2380 responses. (CC0 1.0) Jurkovic, M. (2019). Comparison of Experienced vs. Novice Teachers in Cognitive Reflection and Rationality [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/5VEZ7T | link |
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| cayetano_2012_self_esteem | 19 binary self-esteem questionnaire items, 112 Peruvian sixth-grade pupils (CC0 1.0) Cayetano, N. (2012). Autoestima en estudiantes de sexto grado de primaria de instituciones educativas [Master's thesis]. Zenodo. | link |
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| cbq_huczewska2022 | Childbearing Questionnaire (CC0 1.0) Huczewska, I., Leśniak, J., Mynarska, M. et al. A Short Measure of Childbearing Motivations: Development and Psychometric Evaluation in Polish Samples of Adults and Adolescents. J Child Fam Stud 32, 1823–1838 (2023). https://doi.org/10.1007/s10826-022-02497-6 | link |
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| ccapsvtskhpacr_mercedes_2023_beck | Beck Depression Inventory(Beck) (CC BY 4.0) Coello-Cremades, M., Martínez-Molina, A., Ferrer-Peña, R., & Lerma-Lara, S. (2024). The Spanish adaptation of the Tampa Scale for Kinesiophobia Heart: psychometric evidence in cardiac rehabilitation patients. European Journal of Physical and Rehabilitation Medicine, 60(4), 691. | link |
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| ccapsvtskhpacr_mercedes_2023_hada | Hospital Anxiety and Depression Scale(HADA and HADD) (CC BY 4.0) Coello-Cremades, M., Martínez-Molina, A., Ferrer-Peña, R., & Lerma-Lara, S. (2024). The Spanish adaptation of the Tampa Scale for Kinesiophobia Heart: psychometric evidence in cardiac rehabilitation patients. European Journal of Physical and Rehabilitation Medicine, 60(4), 691. | link |
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| ccapsvtskhpacr_mercedes_2023_physical | Physical Activity: 30 questions on the past physical condition of the participants on a binary scale. (CC BY 4.0) Coello-Cremades, M., Martínez-Molina, A., Ferrer-Peña, R., & Lerma-Lara, S. (2024). The Spanish adaptation of the Tampa Scale for Kinesiophobia Heart: psychometric evidence in cardiac rehabilitation patients. European Journal of Physical and Rehabilitation Medicine, 60(4), 691. | link |
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| ccapsvtskhpacr_mercedes_2023_sf | Short Form 12 Health Survey Questionnaire(SF12) (CC BY 4.0) Coello-Cremades, M., Martínez-Molina, A., Ferrer-Peña, R., & Lerma-Lara, S. (2024). The Spanish adaptation of the Tampa Scale for Kinesiophobia Heart: psychometric evidence in cardiac rehabilitation patients. European Journal of Physical and Rehabilitation Medicine, 60(4), 691. | link |
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| ccapsvtskhpacr_mercedes_2023_tsk | Spanish version of The Tampa Scale for Kinesiophobia (TSK) (CC BY 4.0) Coello-Cremades, M., Martínez-Molina, A., Ferrer-Peña, R., & Lerma-Lara, S. (2024). The Spanish adaptation of the Tampa Scale for Kinesiophobia Heart: psychometric evidence in cardiac rehabilitation patients. European Journal of Physical and Rehabilitation Medicine, 60(4), 691. | link |
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| cdm_ecpe | Data from an English proficiency exam (ECPE) (GPL-3.0) Templin, J., & Hoffman, L. (2013). Obtaining diagnostic classification model estimates using Mplus. Educational Measurement: Issues and Practice, 32, 37-50. | link |
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| cdm_mentalhealth_tan_2023_bsi | Cognitive Diagnosis Modeling for characterizing mental health symptom profiles, Brief Symptom Inventory (BSI) (CC BY 4.0) Tan, Z., De la Torre, J., Ma, W., Huh, D., Larimer, M. E., & Mun, E. Y. (2023). A tutorial on cognitive diagnosis modeling for characterizing mental health symptom profiles using existing item responses. Prevention Science, 24(3), 480-492. | link |
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| cdm_mentalhealth_tan_2023_rapi | Cognitive Diagnosis Modeling for characterizing mental health symptom profiles, Rutgers Alcohol Problem Index (RAPI) (CC BY 4.0) Tan, Z., De la Torre, J., Ma, W., Huh, D., Larimer, M. E., & Mun, E. Y. (2023). A tutorial on cognitive diagnosis modeling for characterizing mental health symptom profiles using existing item responses. Prevention Science, 24(3), 480-492. | link |
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| cdm_pisa00R | Subset of PISA reading test with Q matrix. (GPL-3.0) Chen, J., & de la Torre, J. (2014). A procedure for diagnostically modeling extant large-scale assessment data: the case of the programme for international student assessment in reading. Psychology, 5(18), 1967-1978. | link |
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| cdm_timss03 | Subset of TIMSS math items with Q matrix (GPL-3.0) Su, Y.-L., Choi, K. M., Lee, W.-C., Choi, T., & McAninch, M. (2013). Hierarchical cognitive diagnostic analysis for TIMSS 2003 mathematics. CASMA Research Report 35. Center for Advanced Studies in Measurement and Assessment (CASMA), University of Iowa. | link |
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| cdm_timss07 | Subsample of TIMSS 2007 grade 4 mathematics items from Austria (booklets 4 and 5) with Q matrix (GPL-3.0) Lee, Y. S., Park, Y. S., & Taylan, D. (2011). A cognitive diagnostic modeling of attribute mastery in Massachusetts, Minnesota, and the US national sample using the TIMSS 2007. International Journal of Testing, 11, 144-177. | link |
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| cdm_timss11 | Austrian TIMSS data with Q matrix (GPL-3.0) George, A. C., & Robitzsch, A. (2014). Multiple group cognitive diagnosis models, with an emphasis on differential item functioning. Psychological Test and Assessment Modeling, 56(4), 405-432 | link |
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| cebeci_2023_crowdshipping_trust conjoint · source = "conj" |
Choice experiment on parcel delivery: 215 Dutch online respondents (mostly students) chose between a crowdshipping delivery (varying delivery time, cost, tracking, company reputation, insurance, damage risk) and a fixed traditional delivery, and rated their trust in crowdshipping; 8 tasks each. (CC BY-NC-SA 4.0) Cebeci, M. S., Tapia, R. J., Kroesen, M., de Bok, M., & Tavasszy, L. (2023). The effect of trust on the choice for crowdshipping services. Transportation Research Part A: Policy and Practice, 170, 103622. | link |
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| cebul_2021_assurances conjoint · source = "conj" |
1,028 US adults each read one US-China Diaoyu Islands crisis vignette (US president's party, balance of power, China's record with Vietnam; 8 cells) and rated how credible China's threat and assurance are and how the US should respond. (CC0 1.0) Cebul, M. D., Dafoe, A., & Monteiro, N. P. (2021). Coercion and the credibility of assurances. The Journal of Politics, 83(3), 975-991. | link |
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| celik_2023_asi | Ambivalent Sexism Inventory (Glick & Fiske 1996), Turkish adaptation, 22 items: hostile sexism (11) and protective/benevolent sexism (11), 1-6, as deposited. 718 Turkish adults aged 18-48. Covariates: parents' marital status, self-reported history of sexual abuse. (CC BY 4.0) Çelik E, Dombak K, Kaya M, Sahranç Ü, Makas S, Koçak L, Takunyacı M, Bekir S (2023). Examining the attitudes of sexually abused and non-abused individuals towards marriage in terms of ambivalent sexism. PLOS ONE 18(7): e0288110. | link |
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| celik_2023_marriage_attitude | Inonu Marriage Attitude Scale (Turkish), 21 items, 1-5, as deposited. 718 Turkish adults aged 18-48. Covariates: parents' marital status, self-reported history of sexual abuse. (CC BY 4.0) Çelik E, Dombak K, Kaya M, Sahranç Ü, Makas S, Koçak L, Takunyacı M, Bekir S (2023). Examining the attitudes of sexually abused and non-abused individuals towards marriage in terms of ambivalent sexism. PLOS ONE 18(7): e0288110. | link |
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| celik_2026_academic_motivation | Academic Motivation Scale (AMS), 28 items on a 7-point scale, Turkish administration; 412 university students. From a deposit on personality traits and academic motivation as predictors of attitudes toward distance education; the same 412 respondents completed celik_2026_tipi and celik_2026_distance_ed_attitudes_26. (CC BY 4.0) CELIK, B. (2026). Personality Traits and Academic Motivation as Predictors of Attitudes Toward Distance Education. Mendeley Data, V1. | link |
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| celik_2026_bfi | Big Five Inventory (BFI-44), 44 items on a 5-point scale, Turkish administration; 653 university students. From a deposit on personality traits and academic motivation as predictors of attitudes toward distance education; the same 653 respondents completed celik_2026_bpns and celik_2026_distance_ed_attitudes_16. (CC BY 4.0) CELIK, B. (2026). Personality Traits and Academic Motivation as Predictors of Attitudes Toward Distance Education. Mendeley Data, V1. | link |
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| celik_2026_bpns | Basic Psychological Need Satisfaction and Frustration Scale (BPNSFS), 24 items on a 5-point scale, Turkish administration; 653 university students. From a deposit on personality traits and academic motivation as predictors of attitudes toward distance education; the same 653 respondents completed celik_2026_bfi and celik_2026_distance_ed_attitudes_16. (CC BY 4.0) CELIK, B. (2026). Personality Traits and Academic Motivation as Predictors of Attitudes Toward Distance Education. Mendeley Data, V1. | link |
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| celik_2026_distance_ed_attitudes_16 | Attitudes toward distance education, a 16-item form on a 5-point scale, Turkish administration; 653 university students. A different, shorter form than celik_2026_distance_ed_attitudes_26. The same 653 respondents completed celik_2026_bfi and celik_2026_bpns. (CC BY 4.0) CELIK, B. (2026). Personality Traits and Academic Motivation as Predictors of Attitudes Toward Distance Education. Mendeley Data, V1. | link |
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| celik_2026_distance_ed_attitudes_26 | Attitudes toward distance and face-to-face education, a 26-item form on a 5-point scale, Turkish administration; 412 university students. A different, longer form than celik_2026_distance_ed_attitudes_16. The same 412 respondents completed celik_2026_academic_motivation and celik_2026_tipi. (CC BY 4.0) CELIK, B. (2026). Personality Traits and Academic Motivation as Predictors of Attitudes Toward Distance Education. Mendeley Data, V1. | link |
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| celik_2026_tipi | Ten-Item Personality Inventory (TIPI), 10 items on a 7-point scale, Turkish administration; 412 university students. From a deposit on personality traits and academic motivation as predictors of attitudes toward distance education; the same 412 respondents completed celik_2026_academic_motivation and celik_2026_distance_ed_attitudes_26. (CC BY 4.0) CELIK, B. (2026). Personality Traits and Academic Motivation as Predictors of Attitudes Toward Distance Education. Mendeley Data, V1. | link |
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| celikbas_2022_bpi | Brief Pain Inventory (Turkish): 4 pain-intensity and 7 interference ratings, 0-10; N = 210 (105 chronic-pain patients, 105 controls); cov_group plus demographics and VAS pain. (CC BY 4.0) Çelikbaş, Z. (2022). Pain Metacognition Questionnaire [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.19750066 | link |
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| celikbas_2022_mcq30 | Metacognitions Questionnaire-30 (Turkish), 30 items, 1-4; N = 210 (105 chronic-pain patients, 105 controls); cov_group plus demographics and VAS pain. (CC BY 4.0) Çelikbaş, Z. (2022). Pain Metacognition Questionnaire [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.19750066 | link |
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| celikbas_2022_pcs | Pain Catastrophizing Scale (Turkish), 13 items, 0-4; N = 210 (105 chronic-pain patients, 105 controls); cov_group plus demographics and VAS pain. (CC BY 4.0) Çelikbaş, Z. (2022). Pain Metacognition Questionnaire [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.19750066 | link |
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| celikbas_2022_pmq | Pain Metacognitions Questionnaire (Turkish), 21 items, 0-3; N = 210 (105 chronic-pain patients, 105 controls); cov_group plus demographics and VAS pain. (CC BY 4.0) Çelikbaş, Z. (2022). Pain Metacognition Questionnaire [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.19750066 | link |
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| cello_2025_confirmation | 3 confirmation items, 1-6, 421 Indonesian students. Item text not shipped: the stems are in the column headers but in the administered Indonesian with no author English. (CC BY 4.0) Cello, A., Rauf, M. A., Jamil, M., et al. (2025). Questionnaire Dataset for the Study on Continuance Usage Intention of ChatGPT [Dataset]. Zenodo. | link |
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| cello_2025_continuance_intention | 4 continuance intention items, 1-6, 421 Indonesian students. Item text not shipped: the stems are in the column headers but in the administered Indonesian with no author English. (CC BY 4.0) Cello, A., Rauf, M. A., Jamil, M., et al. (2025). Questionnaire Dataset for the Study on Continuance Usage Intention of ChatGPT [Dataset]. Zenodo. | link |
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| cello_2025_effort_expectancy | 3 effort expectancy items, 1-6, 421 Indonesian students. Item text not shipped: the stems are in the column headers but in the administered Indonesian with no author English. (CC BY 4.0) Cello, A., Rauf, M. A., Jamil, M., et al. (2025). Questionnaire Dataset for the Study on Continuance Usage Intention of ChatGPT [Dataset]. Zenodo. | link |
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| cello_2025_habit | 3 habit items, 1-6, 421 Indonesian students. Item text not shipped: the stems are in the column headers but in the administered Indonesian with no author English. (CC BY 4.0) Cello, A., Rauf, M. A., Jamil, M., et al. (2025). Questionnaire Dataset for the Study on Continuance Usage Intention of ChatGPT [Dataset]. Zenodo. | link |
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| cello_2025_information_quality | 5 information quality items, 1-6, 421 Indonesian students. Item text not shipped: the stems are in the column headers but in the administered Indonesian with no author English. (CC BY 4.0) Cello, A., Rauf, M. A., Jamil, M., et al. (2025). Questionnaire Dataset for the Study on Continuance Usage Intention of ChatGPT [Dataset]. Zenodo. | link |
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| cello_2025_perceived_ease | 5 perceived ease items, 1-6, 421 Indonesian students. Item text not shipped: the stems are in the column headers but in the administered Indonesian with no author English. (CC BY 4.0) Cello, A., Rauf, M. A., Jamil, M., et al. (2025). Questionnaire Dataset for the Study on Continuance Usage Intention of ChatGPT [Dataset]. Zenodo. | link |
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| cello_2025_perceived_usefulness | 4 perceived usefulness items, 1-6, 421 Indonesian students. Item text not shipped: the stems are in the column headers but in the administered Indonesian with no author English. (CC BY 4.0) Cello, A., Rauf, M. A., Jamil, M., et al. (2025). Questionnaire Dataset for the Study on Continuance Usage Intention of ChatGPT [Dataset]. Zenodo. | link |
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| cello_2025_satisfaction | 4 satisfaction items, 1-6, 421 Indonesian students. Item text not shipped: the stems are in the column headers but in the administered Indonesian with no author English. (CC BY 4.0) Cello, A., Rauf, M. A., Jamil, M., et al. (2025). Questionnaire Dataset for the Study on Continuance Usage Intention of ChatGPT [Dataset]. Zenodo. | link |
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| cello_2025_social_influence | 3 social influence items, 1-6, 421 Indonesian students. Item text not shipped: the stems are in the column headers but in the administered Indonesian with no author English. (CC BY 4.0) Cello, A., Rauf, M. A., Jamil, M., et al. (2025). Questionnaire Dataset for the Study on Continuance Usage Intention of ChatGPT [Dataset]. Zenodo. | link |
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| cf_kay_2025 | Item-level responses from the Van Prooijen’s Coin Toss Task, adminstered once in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| cfq_ruiz_2025_cfq | Measurement invariance and discriminant validity of the Cognitive Fusion Questionnaire across five Spanish-speaking countries (CC BY 4.0) Ruiz, F. J. (2025, October 2). Measurement invariance and discriminant validity of the Cognitive Fusion Questionnaire across five Spanish-speaking countries. Retrieved from osf.io/sv9c3 | link |
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| cfq_ruiz_2025_dass | Measurement invariance and discriminant validity of the Cognitive Fusion Questionnaire across five Spanish-speaking countries (CC BY 4.0) Ruiz, F. J. (2025, October 2). Measurement invariance and discriminant validity of the Cognitive Fusion Questionnaire across five Spanish-speaking countries. Retrieved from osf.io/sv9c3 | link |
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| chakraborty2026_BES_IRW | the basic empathy scale measures affective and cognitive empathy in adolescents (CC BY 4.0) Chakraborty, A., Sharma, M., Gupta, H., & Singh, N. C. (2026). Equilibrium in empathic concern and personal distress predict identification with all humanity (IWAH) in Indian adolescents. Scientific Reports. | Author Permission |
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| chakraborty2026_BIDR_IRW | the balanced inventory of desirable responding measures self-deceptive positivity and impression management as forms of socially desirable responding (CC BY 4.0) Chakraborty, A., Sharma, M., Gupta, H., & Singh, N. C. (2026). Equilibrium in empathic concern and personal distress predict identification with all humanity (IWAH) in Indian adolescents. Scientific Reports. | Author Permission |
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| chakraborty2026_BSPWBA_IRW | the brief scale of psychological well-being for adolescents assesses hedonic and eudaimonic well-being in youth (CC BY 4.0) Chakraborty, A., Sharma, M., Gupta, H., & Singh, N. C. (2026). Equilibrium in empathic concern and personal distress predict identification with all humanity (IWAH) in Indian adolescents. Scientific Reports. | Author Permission |
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| chakraborty2026_IRI_IRW | the interpersonal reactivity index is a multidimensional measure of empathy capturing perspective-taking, fantasy, empathic concern, and personal distress (CC BY 4.0) Chakraborty, A., Sharma, M., Gupta, H., & Singh, N. C. (2026). Equilibrium in empathic concern and personal distress predict identification with all humanity (IWAH) in Indian adolescents. Scientific Reports. | Author Permission |
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| chakraborty2026_IWAH_IRW | the identification with all humanity scale measures the degree to which individuals feel a sense of connection and belonging with all people worldwide (CC BY 4.0) Chakraborty, A., Sharma, M., Gupta, H., & Singh, N. C. (2026). Equilibrium in empathic concern and personal distress predict identification with all humanity (IWAH) in Indian adolescents. Scientific Reports. | Author Permission |
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| chakraborty2026_PTM_IRW | the prosocial tendencies measure–revised assesses individuals' motivations and tendencies to engage in prosocial behavior across different contexts (CC BY 4.0) Chakraborty, A., Sharma, M., Gupta, H., & Singh, N. C. (2026). Equilibrium in empathic concern and personal distress predict identification with all humanity (IWAH) in Indian adolescents. Scientific Reports. | Author Permission |
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| chakraborty2026_SELOS_IRW | the social and emotional learning and orientation scale assesses adolescents' social-emotional competencies and orientations toward learning (CC BY 4.0) Chakraborty, A., Sharma, M., Gupta, H., & Singh, N. C. (2026). Equilibrium in empathic concern and personal distress predict identification with all humanity (IWAH) in Indian adolescents. Scientific Reports. | Author Permission |
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| chanal_2020_anglais | 33-item English-language domain self-concept scale, French school-subject-specificity study (CC BY 4.0) Chanal J, Paumier D (2020) The school-subject-specificity hypothesis and the multidimensionality of academic self-concept: An investigation with a French sample. PLOS ONE | link |
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| chanal_2020_ecole | 33-item General/School domain self-concept scale, French school-subject-specificity study (CC BY 4.0) Chanal J, Paumier D (2020) The school-subject-specificity hypothesis and the multidimensionality of academic self-concept: An investigation with a French sample. PLOS ONE | link |
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| chanal_2020_educphy | 33-item Physical Education domain self-concept scale, French school-subject-specificity study (CC BY 4.0) Chanal J, Paumier D (2020) The school-subject-specificity hypothesis and the multidimensionality of academic self-concept: An investigation with a French sample. PLOS ONE | link |
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| chanal_2020_francais | 33-item French-language domain self-concept scale, French school-subject-specificity study (CC BY 4.0) Chanal J, Paumier D (2020) The school-subject-specificity hypothesis and the multidimensionality of academic self-concept: An investigation with a French sample. PLOS ONE | link |
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| chanal_2020_maths | 33-item Maths domain self-concept scale, French school-subject-specificity study (CC BY 4.0) Chanal J, Paumier D (2020) The school-subject-specificity hypothesis and the multidimensionality of academic self-concept: An investigation with a French sample. PLOS ONE | link |
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| chaple_gil_2021_gad7 | GAD-7 anxiety screener, 7 items on a 0-3 scale, answered by 917 Cuban dentistry students during COVID-19. (CC BY 4.0) Chaple-Gil, A. M., Monzón-Pérez, M. E., & Rodríguez, A. (2021). Base de datos - Ansiedad de estudiantes de Estomatología cubanos e intención de abandonar estudios durante la COVID-19. Zenodo. | link |
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| charnysh_2026_refugee_assistance conjoint · source = "conj" |
Polish adults (face-to-face representative survey, fall 2022; 2,476 of 2,500 with an answer) compared pairs of hypothetical refugees (3 Syrian, then 3 Ukrainian tasks) varying family status, economic status, suffering, religion and skin tone; outcomes are a forced choice, willingness to host (1-4), donating food/money (1-5) and three yes/no judgements (in need, crime, burden). (CC0 1.0) Charnysh, V., Peisakhin, L., Stoop, N., & van der Windt, P. (2026). Understanding refugee assistance: Evidence on Syrian and Ukrainian refugees in Poland. Comparative Political Studies. | link |
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| chatterjee_2017_jse | Jefferson Scale of Empathy - Student version (English), 20 items, 1-7, raw (negatively worded items not reversed). 418 medical undergraduates in Delhi, India, 2017. Covariates: age, gender, semester, residence. (CC0 1.0) Chatterjee A, Ravikumar R, Singh S, Chauhan PS, Goel M (2017) Clinical empathy in medical students in India measured using the Jefferson Scale of Empathy-Student Version. Journal of Educational Evaluation for Health Professions 14: 33. https://doi.org/10.3352/jeehp.2017.14.33 | link |
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| chatton2024_honos13 | HoNOS-13 validation by IRT in patients with substance use disorder (entry and exit assessments) (CC BY 4.0) Chatton, A., Khazaal, Y., & Penzenstadler, L. (2024). Additional file 1 of A 13-item Health of the Nation Outcome Scale (HoNOS-13): validation by IRT in patients with substance use disorder. Springer Nature. https://doi.org/10.6084/m9.figshare.26631202.v1 | link |
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| chatzoudes_2021_emotional_exhaustion | Emotional exhaustion, 4 items on a 1-5 agreement scale, hospitality employees. 2,012 responses from 503 respondents on 4 items. (CC BY 4.0) Chatzoudes, D., & Theriou, G. (2021). The effect of ethical leadership on organizational outcomes in the hospitality industry [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5646614 | link |
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| chatzoudes_2021_ethical_leadership | Ethical leadership, 9 items on a 1-5 agreement scale, hospitality employees in Greece. 4,527 responses from 503 respondents on 9 items. (CC BY 4.0) Chatzoudes, D., & Theriou, G. (2021). The effect of ethical leadership on organizational outcomes in the hospitality industry [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5646614 | link |
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| chatzoudes_2021_job_satisfaction | Job satisfaction, 5 items on a 1-5 agreement scale, hospitality employees. 2,515 responses from 503 respondents on 5 items. (CC BY 4.0) Chatzoudes, D., & Theriou, G. (2021). The effect of ethical leadership on organizational outcomes in the hospitality industry [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5646614 | link |
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| chatzoudes_2021_service_delivery | Service delivery, 8 items on a 1-5 agreement scale, hospitality employees. 4,024 responses from 503 respondents on 8 items. (CC BY 4.0) Chatzoudes, D., & Theriou, G. (2021). The effect of ethical leadership on organizational outcomes in the hospitality industry [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5646614 | link |
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| chatzoudes_2021_trust | Trust in the supervisor, 3 items on a 1-5 agreement scale, hospitality employees. 1,509 responses from 503 respondents on 3 items. (CC BY 4.0) Chatzoudes, D., & Theriou, G. (2021). The effect of ethical leadership on organizational outcomes in the hospitality industry [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5646614 | link |
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| chatzoudes_2021_turnover_intention | Turnover intention, 3 items on a 1-5 agreement scale, hospitality employees. 1,509 responses from 503 respondents on 3 items. (CC BY 4.0) Chatzoudes, D., & Theriou, G. (2021). The effect of ethical leadership on organizational outcomes in the hospitality industry [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5646614 | link |
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| chauchard_2019_wealth_accumulation conjoint · source = "conj" |
Lab-in-the-field respondents in Madhepura, Bihar, India (spring 2015, n=1,021) each evaluated 3 single fictitious state legislators varying photo, district, subcaste, party, record, family background, criminal charges, 2010 wealth, wealth increase and suspected illegality; outcomes are whether they would consider voting for him and four 1-5 ratings (job addressing problems, personal help, corruption, violence). (CC0 1.0) Chauchard, S., Klasnja, M., & Harish, S. P. (2019). Getting rich too fast? Voters' reactions to politicians' wealth accumulation. The Journal of Politics, 81(4), 1197-1209. | link |
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| chavez_2026_bpnsfs | Basic Psychological Need Satisfaction and Frustration Scale (CC BY 4.0) Chávez-Ventura G, Dominguez-Lara S, Osorio-Guzmán M, Polo-López T and Santa-Cruz-Espinoza H (2026) Measurement invariance of the basic psychological need satisfaction and frustration scale in adolescents in Mexico and Peru. Front. Educ. 11:1742014. | link |
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| che_2026_regulatory_self_efficacy | Regulatory Emotional Self-Efficacy scale (12 items) for K-12 teachers in China (CC BY 4.0) Che X (2026). Data of How Social Support Predicts the Social Well-being of K-12 teachers. figshare. https://doi.org/10.6084/m9.figshare.32090683.v1 | link |
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| che_2026_social_support | Social Support scale (22 items) for K-12 teachers in China (CC BY 4.0) Che X (2026). Data of How Social Support Predicts the Social Well-being of K-12 teachers. figshare. https://doi.org/10.6084/m9.figshare.32090683.v1 | link |
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| che_2026_social_wellbeing | Social Well-Being scale (15 items) for K-12 teachers in China (CC BY 4.0) Che X (2026). Data of How Social Support Predicts the Social Well-being of K-12 teachers. figshare. https://doi.org/10.6084/m9.figshare.32090683.v1 | link |
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| che_2026_upward_social_comparison | Upward Social Comparison scale (3 items) for K-12 teachers in China (CC BY 4.0) Che X (2026). Data of How Social Support Predicts the Social Well-being of K-12 teachers. figshare. https://doi.org/10.6084/m9.figshare.32090683.v1 | link |
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| che_2026_upward_social_identity | Upward Social Identity scale (3 items) for K-12 teachers in China (CC BY 4.0) Che X (2026). Data of How Social Support Predicts the Social Well-being of K-12 teachers. figshare. https://doi.org/10.6084/m9.figshare.32090683.v1 | link |
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| che_mood_2024_pvhs | Pregnancy Vaccine Hesitancy Scale, Malay version (pVHS-M), 10-item validation form on a 1-5 agreement scale (1 strongly disagree, 5 strongly agree), COVID-19 vaccine attitudes of pregnant women attending an obstetrics clinic in Kelantan, Malaysia. 2,000 responses from 200 respondents on 10 items. (CC BY 4.0) Che Mood NA, Mat Yudin Z, Ahmad WMAW, Abdul Kadir A, Mohd Noor N, Md Nawawi NH, Mohamad Zon E, Ali N (2024). Validation of the questionnaire "Pregnancy Vaccine Hesitancy Scale (pVHS)" toward COVID-19 vaccine for Malaysian pregnant women. PeerJ, 12, e17134. https://doi.org/10.7717/peerj.17134 | link |
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| chen2022_cls | Children's Loneliness Scale (CLS; 16 items, A1/A3/A4/A6/A8-A10/A12/A14/A16-A18/A20-A22/A24) in Chinese left-behind adolescents; N=303; 1-5 ordinal (CC BY 4.0) Chen, C., & Hu, L. (2022). Data_Sheet_1_Self-esteem mediated relations between loneliness and social anxiety in Chinese adolescents with left-behind experience [Dataset]. Frontiers. https://doi.org/10.3389/fpsyg.2022.1014794.s001 | link |
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| chen2022_sasc | Social Anxiety Scale for Children (SASC; 10 items, A35-A44) in Chinese left-behind adolescents; N=303; 1-3 ordinal (CC BY 4.0) Chen, C., & Hu, L. (2022). Data_Sheet_1_Self-esteem mediated relations between loneliness and social anxiety in Chinese adolescents with left-behind experience [Dataset]. Frontiers. https://doi.org/10.3389/fpsyg.2022.1014794.s001 | link |
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| chen2022_ses | Rosenberg Self-Esteem Scale (SES; 10 items, A25-A34) in Chinese left-behind adolescents; N=303; 1-4 ordinal (CC BY 4.0) Chen, C., & Hu, L. (2022). Data_Sheet_1_Self-esteem mediated relations between loneliness and social anxiety in Chinese adolescents with left-behind experience [Dataset]. Frontiers. https://doi.org/10.3389/fpsyg.2022.1014794.s001 | link |
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| chen2022b_psychabuse | Parental psychological abuse scale, Chinese adolescents (CC BY 4.0) Chen, C., Ji, S., & Jiang, J. (2022). Psychological abuse and social support in Chinese adolescents: The mediating effect of self-esteem. Frontiers in Psychology, 13, 852256. | link |
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| chen2022b_selfesteem | Rosenberg Self-Esteem Scale, Chinese adolescents (CC BY 4.0) Chen, C., Ji, S., & Jiang, J. (2022). Psychological abuse and social support in Chinese adolescents: The mediating effect of self-esteem. Frontiers in Psychology, 13, 852256. | link |
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| chen2022b_socsupport | Multidimensional Scale of Perceived Social Support, Chinese adolescents (CC BY 4.0) Chen, C., Ji, S., & Jiang, J. (2022). Psychological abuse and social support in Chinese adolescents: The mediating effect of self-esteem. Frontiers in Psychology, 13, 852256. | link |
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| chen2025_activity_motivation | Physical Activity Motivation scale, 1-5 Likert; N=1100, 15 items, Chinese adolescents (CC BY 4.0) Chen, L. (2025). Raw Data: Body Image, Self-Esteem, Peer Support, and Physical Activities Motivation in Adolescents. figshare. | link |
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| chen2025_body_image | Body Image scale, 1-5 Likert; N=1100, 23 items, Chinese adolescents (CC BY 4.0) Chen, L. (2025). Raw Data: Body Image, Self-Esteem, Peer Support, and Physical Activities Motivation in Adolescents. figshare. | link |
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| chen2025_peer_support | Peer Support scale, 1-5 Likert; N=1100, 5 items, Chinese adolescents (CC BY 4.0) Chen, L. (2025). Raw Data: Body Image, Self-Esteem, Peer Support, and Physical Activities Motivation in Adolescents. figshare. | link |
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| chen2025_self_esteem | Self-Esteem scale, 1-5 Likert; N=1100, 10 items, Chinese adolescents (CC BY 4.0) Chen, L. (2025). Raw Data: Body Image, Self-Esteem, Peer Support, and Physical Activities Motivation in Adolescents. figshare. | link |
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| chen2026_mpa | MPA (Mobile Phone Addiction scale), 1-5 Likert; N=195, 20 items, Chinese college students (CC0 1.0) Chen (2026). A linkage of college students' mobile phone addiction and social anxiety: The mediating role of self-control. Harvard Dataverse. | link |
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| chen2026_sa | SA (Social Anxiety scale), 1-5 Likert; N=195, 11 items, Chinese college students (CC0 1.0) Chen (2026). A linkage of college students' mobile phone addiction and social anxiety: The mediating role of self-control. Harvard Dataverse. | link |
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| chen2026_sc | SC (Self-Control scale), 1-5 Likert; N=195, 19 items, Chinese college students (CC0 1.0) Chen (2026). A linkage of college students' mobile phone addiction and social anxiety: The mediating role of self-control. Harvard Dataverse. | link |
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| chen_2019_cdrsc | Connor-Davidson Resilience Scale-Chinese (CDRS-C, 10 items), cold-pressor pain-appraisal study, N=235 (CC BY 4.0) Chen S, Jackson T (2019). Causal effects of challenge and threat appraisals on pain self-efficacy, pain coping, and tolerance for laboratory pain: An experimental path analysis study. PLOS ONE, 14(4), e0215087. https://doi.org/10.1371/journal.pone.0215087 | link |
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| chen_2019_csq | Task-specific Coping Strategies Questionnaire (CSQ, 27 items), cold-pressor pain-appraisal study, N=235 (CC BY 4.0) Chen S, Jackson T (2019). Causal effects of challenge and threat appraisals on pain self-efficacy, pain coping, and tolerance for laboratory pain: An experimental path analysis study. PLOS ONE, 14(4), e0215087. https://doi.org/10.1371/journal.pone.0215087 | link |
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| chen_2021_acculturation | Bidimensional Acculturation Scale: acculturation-to-host-culture subscale, immigrant women, 24 items, N=310 (CC BY 4.0) Chen, H.-H., et al. (2021). The psychometric properties of the Bidimensional Acculturation Scale for Marriage-Based Immigrant Women in Taiwan. PLOS ONE. | link |
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| chen_2021_enculturation | Bidimensional Acculturation Scale: heritage-culture-retention subscale, immigrant women, 24 items, N=310 (CC BY 4.0) Chen, H.-H., et al. (2021). The psychometric properties of the Bidimensional Acculturation Scale for Marriage-Based Immigrant Women in Taiwan. PLOS ONE. | link |
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| chen_2022_cesd | CESD-10 item-response data from a COVID-19 mental health survey of Chinese college students. (CC BY-NC 4.0) Chen, Y., Zhan, Q., & Liu, Z. (2022). Mental health dataset of college students during COVID-19 [Data set]. Science Data Bank. https://doi.org/10.57760/sciencedb.o00115.00089 | link |
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| chen_2022_gad | GAD-7 item-response data from a COVID-19 mental health survey of Chinese college students. (CC BY-NC 4.0) Chen, Y., Zhan, Q., & Liu, Z. (2022). Mental health dataset of college students during COVID-19 [Data set]. Science Data Bank. https://doi.org/10.57760/sciencedb.o00115.00089 | link |
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| chen_2022_sasc | Smartphone Addiction Scale for College Students (SAS-C) responses from a COVID-19 mental health survey of Chinese college students. (CC BY-NC 4.0) Chen, Y., Zhan, Q., & Liu, Z. (2022). Mental health dataset of college students during COVID-19 [Data set]. Science Data Bank. https://doi.org/10.57760/sciencedb.o00115.00089 | link |
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| chen_2023_trade_democracy_elites conjoint · source = "conj" |
US trade and development policy elites rated support (1-6) for a trade agreement with one hypothetical country described by binary cues (democracy, ally, high_income, small_econ, small_mil); one vignette each, 209 respondents. Attributes are stored as the deposit's 0/1 codes. (CC0 1.0) Chen, F. R., Pevehouse, J. C. W., & Powers, R. M. (2023). Great expectations: The democratic advantage in trade attitudes. World Politics, 75(2). | link |
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| chen_2023_trade_democracy_lucid conjoint · source = "conj" |
US adults on Lucid (Study 1) rated support (1-6) for a trade agreement with one hypothetical country described by binary cues (democracy, ally, sim_culture, high_income, small_econ); one vignette each, 3,019 respondents. Attributes are stored as the deposit's 0/1 codes. (CC0 1.0) Chen, F. R., Pevehouse, J. C. W., & Powers, R. M. (2023). Great expectations: The democratic advantage in trade attitudes. World Politics, 75(2). | link |
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| chen_2023_trade_democracy_mturk conjoint · source = "conj" |
US adults on MTurk (Study 1) rated support (1-6) for a trade agreement with one hypothetical country described by binary cues (democracy, ally, sim_culture, high_income, small_econ); one vignette each, 746 respondents. Attributes are stored as the deposit's 0/1 codes. (CC0 1.0) Chen, F. R., Pevehouse, J. C. W., & Powers, R. M. (2023). Great expectations: The democratic advantage in trade attitudes. World Politics, 75(2). | link |
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| chen_2023_trade_democracy_study2 conjoint · source = "conj" |
US adults on Lucid (Study 2) rated support (1-6) for a trade agreement with one hypothetical country described by binary cues (democracy, honor_int, treat_fair); one vignette each, 1,649 respondents. Attributes are stored as the deposit's 0/1 codes. (CC0 1.0) Chen, F. R., Pevehouse, J. C. W., & Powers, R. M. (2023). Great expectations: The democratic advantage in trade attitudes. World Politics, 75(2). | link |
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| chen_2024_ae | 4 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as AE and ships no codebook, so the codes are kept verbatim rather than named. 2,928 responses from 732 respondents on 4 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_aeq | Ambivalence over Emotional Expression Questionnaire (23-item Chinese version), 1-7; 623 Chinese university students; cov_gender, cov_age, cov_bmi, cov_grade, cov_major, cov_only_child, cov_residence (codes). (CC BY 4.0) Chen, S., Fu, T., Wang, Y., & Sun, G. (2024). Childhood trauma, psychache, and depression among university students: a moderated mediation model. Frontiers in Psychiatry, 15, 1414105. | link |
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| chen_2024_bisbas | BIS/BAS scales (20 items), 1-4; 623 Chinese university students; cov_gender, cov_age, cov_bmi, cov_grade, cov_major, cov_only_child, cov_residence (codes). (CC BY 4.0) Chen, S., Fu, T., Wang, Y., & Sun, G. (2024). Childhood trauma, psychache, and depression among university students: a moderated mediation model. Frontiers in Psychiatry, 15, 1414105. | link |
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| chen_2024_cc | 5 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as CC and ships no codebook, so the codes are kept verbatim rather than named. 3,660 responses from 732 respondents on 5 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_cesd | CES-D (20 items), stored 1-4 (the paper scores 0-3); 623 Chinese university students; cov_gender, cov_age, cov_bmi, cov_grade, cov_major, cov_only_child, cov_residence (codes). (CC BY 4.0) Chen, S., Fu, T., Wang, Y., & Sun, G. (2024). Childhood trauma, psychache, and depression among university students: a moderated mediation model. Frontiers in Psychiatry, 15, 1414105. | link |
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| chen_2024_cg | 4 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as CG and ships no codebook, so the codes are kept verbatim rather than named. 2,928 responses from 732 respondents on 4 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_cotah | 4 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as COTAH and ships no codebook, so the codes are kept verbatim rather than named. 2,928 responses from 732 respondents on 4 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_cr | Creativity, 9 items on a 1-7 agreement scale, Chinese fitness coaches. 6,588 responses from 732 respondents on 9 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_ctq_sf | Childhood Trauma Questionnaire - Short Form (28 items), 1-5; 623 Chinese university students; cov_gender, cov_age, cov_bmi, cov_grade, cov_major, cov_only_child, cov_residence (codes). (CC BY 4.0) Chen, S., Fu, T., Wang, Y., & Sun, G. (2024). Childhood trauma, psychache, and depression among university students: a moderated mediation model. Frontiers in Psychiatry, 15, 1414105. | link |
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| chen_2024_ds | 5 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as DS and ships no codebook, so the codes are kept verbatim rather than named. 3,660 responses from 732 respondents on 5 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_ec | 6 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as EC and ships no codebook, so the codes are kept verbatim rather than named. 4,392 responses from 732 respondents on 6 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_je | 5 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as JE and ships no codebook, so the codes are kept verbatim rather than named. 3,660 responses from 732 respondents on 5 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_kc | 4 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as KC and ships no codebook, so the codes are kept verbatim rather than named. 2,928 responses from 732 respondents on 4 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_kd | 4 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as KD and ships no codebook, so the codes are kept verbatim rather than named. 2,928 responses from 732 respondents on 4 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_learning_effectiveness | Learning effectiveness: expertise (G1-5) and integrated skills (G6-11); 11 items, 1-4; 328 students (Chinese administration); covariates: cov_gender, cov_grade. (CC0 1.0) chen, c. (2024). The study on the relationship between learning motivation and learning effectiveness: the mediating effect of learning engagement and the moderating effect of personality traits [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TVUXDL | link |
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| chen_2024_learning_engagement | Learning engagement: vitality (I1-3), dedication (I4-6), concentration (I7-9); 9 items, 1-5; 328 students (Chinese administration); covariates: cov_gender, cov_grade. (CC0 1.0) chen, c. (2024). The study on the relationship between learning motivation and learning effectiveness: the mediating effect of learning engagement and the moderating effect of personality traits [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TVUXDL | link |
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| chen_2024_learning_motivation | Learning motivation: external (M2-M5) and internal (M6-M10); 9 items, 1-5; 328 students (Chinese administration); covariates: cov_gender, cov_grade. (CC0 1.0) chen, c. (2024). The study on the relationship between learning motivation and learning effectiveness: the mediating effect of learning engagement and the moderating effect of personality traits [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TVUXDL | link |
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| chen_2024_personality | Big Five personality, 17 retained items (neuroticism, extraversion, openness, agreeableness, conscientiousness); 17 items, 1-5; 328 students (Chinese administration); covariates: cov_gender, cov_grade. (CC0 1.0) chen, c. (2024). The study on the relationship between learning motivation and learning effectiveness: the mediating effect of learning engagement and the moderating effect of personality traits [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TVUXDL | link |
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| chen_2024_psychache | Psychache Scale (13 items), 1-5; 623 Chinese university students; cov_gender, cov_age, cov_bmi, cov_grade, cov_major, cov_only_child, cov_residence (codes). (CC BY 4.0) Chen, S., Fu, T., Wang, Y., & Sun, G. (2024). Childhood trauma, psychache, and depression among university students: a moderated mediation model. Frontiers in Psychiatry, 15, 1414105. | link |
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| chen_2024_sc | 5 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as SC and ships no codebook, so the codes are kept verbatim rather than named. 3,659 responses from 732 respondents on 5 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_smu | 5 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as SMU and ships no codebook, so the codes are kept verbatim rather than named. 3,660 responses from 732 respondents on 5 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_spe | 5 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as SPE and ships no codebook, so the codes are kept verbatim rather than named. 3,660 responses from 732 respondents on 5 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_tot | 4 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as TOT and ships no codebook, so the codes are kept verbatim rather than named. 2,928 responses from 732 respondents on 4 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_ts | Thrill seeking, 5 items on a 1-7 agreement scale, Chinese fitness coaches. 3,660 responses from 732 respondents on 5 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2024_uf | 4 items on a 1-7 agreement scale, Chinese fitness coaches; the source labels the block only as UF and ships no codebook, so the codes are kept verbatim rather than named. 2,928 responses from 732 respondents on 4 items. (CC BY 4.0) Chen, B. (2024). Exploring the Impact of Curiosity and Sport Commitment on Creativity among Fitness Coaches: The Mediating Role of Knowledge-Sharing and Flow Experience [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13855427 | link |
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| chen_2025_bere_barley_scot conjoint · source = "conj" |
Discrete choice experiment: Scottish consumers (online Qualtrics survey recruited via Prolific, quota-representative by gender and age, Feb-Mar 2024; n = 299) chose among two options and a 'Neither' alternative on 6 cards; profiles describe packs of shortbread biscuits varying Bere flour content, nutritional value, quality label, place of purchase, place of production and price per pack (GBP). Outcome is the chosen option (opt-out allowed). (CC BY 4.0) Chen, J., Mzek, T., & Piras, S. (2025). Dataset of choice experiment surveys assessing consumers' and farmers' preferences for five underutilised crops in different European countries [Data set]. Zenodo. | link |
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| chen_2025_hanging_tomato_es conjoint · source = "conj" |
Discrete choice experiment: Spanish consumers (online Qualtrics panel via TGM Research, quota-representative by gender and age, Jan 2025; n = 345) chose among two options and a 'Neither' alternative on 6 cards; profiles describe hanging tomatoes varying variety (underutilised / commercial), cultural value, place of purchase, quality label, place of production and price per kg. Outcome is the chosen option (opt-out allowed). (CC BY 4.0) Chen, J., Mzek, T., & Piras, S. (2025). Dataset of choice experiment surveys assessing consumers' and farmers' preferences for five underutilised crops in different European countries [Data set]. Zenodo. | link |
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| chen_2025_ideal_tomato_bg conjoint · source = "conj" |
Discrete choice experiment: Bulgarian consumers (online Qualtrics panel via TGM Research, quota-representative by gender and age, Oct 2024; n = 336) chose among two options and a 'Neither' alternative on 6 cards; profiles describe fresh tomatoes varying variety (IDEAL / hybrid / commercial), organic production, quality-territory label, nutritional value, place of purchase, place of production and price per kg (BGN). Outcome is the chosen option (opt-out allowed). (CC BY 4.0) Chen, J., Mzek, T., & Piras, S. (2025). Dataset of choice experiment surveys assessing consumers' and farmers' preferences for five underutilised crops in different European countries [Data set]. Zenodo. | link |
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| chen_2025_legume_farmers_it conjoint · source = "conj" |
Discrete choice experiment: Italian farmers (Qualtrics via IPSOS Europe, Nov 2024; n = 331, of whom 222 flagged high-quality by the authors) chose among two plans and a 'Neither' alternative on 6 cards; profiles describe legume rotation plans varying the legume (green pea / yellow pea / chickpea / soybean), share of cereal land rotated, sales agreement, conservation agriculture with or without free technical assistance and return per hectare. Outcome is the chosen option (opt-out allowed); a follow-up forced choice after 'Neither' is choice_forced. (CC BY 4.0) Chen, J., Mzek, T., & Piras, S. (2025). Dataset of choice experiment surveys assessing consumers' and farmers' preferences for five underutilised crops in different European countries [Data set]. Zenodo. | link |
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| chen_2025_parmigiano_it conjoint · source = "conj" |
Discrete choice experiment: Italian consumers (online Qualtrics panel via TGM Research, quota-representative by gender and age, Feb-Mar 2025; n = 340) chose among two options and a 'Neither' alternative on 6 cards; profiles describe Parmigiano Reggiano varying cow feed (alfalfa / fodder mixtures), the 'di Montagna' label, ageing, purchasing place, CO2 compensation and price per kg. Outcome is the chosen option (opt-out allowed). (CC BY 4.0) Chen, J., Mzek, T., & Piras, S. (2025). Dataset of choice experiment surveys assessing consumers' and farmers' preferences for five underutilised crops in different European countries [Data set]. Zenodo. | link |
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| chen_2025_pasta_pea_einkorn_it conjoint · source = "conj" |
Discrete choice experiment: Italian consumers (online Qualtrics panel via TGM Research, quota-representative by gender and age, Jan-Feb 2025; n = 346) chose among two options and a 'Neither' alternative on 6 cards; profiles describe pasta packages varying flour (durum / einkorn wheat), binding ingredient (eggs / yellow pea), nutritional value, quality label, environmental impact, place of production and price per 250 g. Outcome is the chosen option (opt-out allowed). (CC BY 4.0) Chen, J., Mzek, T., & Piras, S. (2025). Dataset of choice experiment surveys assessing consumers' and farmers' preferences for five underutilised crops in different European countries [Data set]. Zenodo. | link |
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| chen_2025_phone_addiction | Mobile phone addiction, 12 items (q7_1-12); 12 items, 1-5; 214 college students (Chinese administration); covariates: cov_gender, cov_grade, cov_origin, cov_only_child, cov_club. (CC0 1.0) chen, c. (2025). The study on the relationship between mobile phone addiction and social anxiety in college students: The moderating effects of student club participation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/WEY2CA | link |
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| chen_2025_social_anxiety | Social anxiety, the four positively worded items of a 7-item scale (q8_1, 8_2, 8_4, 8_6); 4 items, 1-5; 214 college students (Chinese administration); covariates: cov_gender, cov_grade, cov_origin, cov_only_child, cov_club. (CC0 1.0) chen, c. (2025). The study on the relationship between mobile phone addiction and social anxiety in college students: The moderating effects of student club participation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/WEY2CA | link |
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| chen_2026_ai | From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. IRW table chen_2026_ai: 392 respondents x 3 items, 1176 responses. (CC BY 4.0) Chen, L.; Jin, W. (2026). From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. Mendeley Data, V1. | link |
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| chen_2026_bat12 | Burnout Assessment Tool short form (BAT-12): exhaustion, mental distance, cognitive and emotional impairment, 3 items each, 1-7; N = 800; same covariates. (CC BY 4.0) Chen, J. (2026). Technostress and Digital Textbook Adoption Among Higher Vocational Teachers: The Mediating Roles of Work Engagement and Burnout With the Moderating Role of Organizational Support. figshare. https://doi.org/10.6084/m9.figshare.31968699 | link |
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| chen_2026_bi | From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. IRW table chen_2026_bi: 392 respondents x 3 items, 1176 responses. (CC BY 4.0) Chen, L.; Jin, W. (2026). From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. Mendeley Data, V1. | link |
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| chen_2026_ch | From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. IRW table chen_2026_ch: 392 respondents x 3 items, 1176 responses. (CC BY 4.0) Chen, L.; Jin, W. (2026). From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. Mendeley Data, V1. | link |
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| chen_2026_clubs_participation | University club participation and its perceived benefits, 7 items (q9_1-7); 7 items, 1-5; 243 university students (Chinese administration); covariates: cov_gender, cov_grade, cov_residence, cov_major, cov_only_child. (CC0 1.0) chen, c. (2026). The associations between loneliness and social anxiety: mediating role of smartphone addiction and moderating role of university clubs [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/Q9SNRD | link |
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| chen_2026_clubs_phone_addiction | Mobile phone addiction, 7 items (q6_1-7); 7 items, 1-5; 243 university students (Chinese administration); covariates: cov_gender, cov_grade, cov_residence, cov_major, cov_only_child. (CC0 1.0) chen, c. (2026). The associations between loneliness and social anxiety: mediating role of smartphone addiction and moderating role of university clubs [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/Q9SNRD | link |
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| chen_2026_clubs_social_anxiety | Social anxiety, 13 items (q8_1-13; relaxed-worded items kept as worded); 13 items, 1-5; 243 university students (Chinese administration); covariates: cov_gender, cov_grade, cov_residence, cov_major, cov_only_child. (CC0 1.0) chen, c. (2026). The associations between loneliness and social anxiety: mediating role of smartphone addiction and moderating role of university clubs [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/Q9SNRD | link |
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| chen_2026_clubs_ucla_loneliness | UCLA Loneliness Scale, 7-item short form (q7_1-7); 7 items, 1-4; 243 university students (Chinese administration); covariates: cov_gender, cov_grade, cov_residence, cov_major, cov_only_child. (CC0 1.0) chen, c. (2026). The associations between loneliness and social anxiety: mediating role of smartphone addiction and moderating role of university clubs [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/Q9SNRD | link |
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| chen_2026_cocreation_intention | Value co-creation intention: 4 items. 507 urban tourism respondents. 7-point scale, zero missing cells. One of six construct tables from one questionnaire; construct names come from the deposit itself, which carries a Chinese-headed subscale-mean column for each item block. (CC BY 4.0) Chen G, et al. (2026). How host-guest interaction types shape value co-creation in urban tourism. PLOS ONE 21(4). | link |
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| chen_2026_course_satisfaction | Satisfaction with innovation and entrepreneurship courses (curriculum management, teaching staff, teaching content, assessment, overall), 20 items, 1-5; N = 330 Chinese college students; cov_gender, cov_grade, cov_major. (CC0 1.0) Chen, C., Zhou, W., Lu, Y., & Cai, Z. (2026). The Study of the Relationship Between College Students' Entrepreneurial Motivation and Entrepreneurial Intention. International Journal of Asian Business and Information Management, 16(1), 1-22. https://doi.org/10.4018/IJABIM.396958 | link |
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| chen_2026_customer_empowerment | Customer empowerment: 4 items. 507 urban tourism respondents. 7-point scale, zero missing cells. One of six construct tables from one questionnaire; construct names come from the deposit itself, which carries a Chinese-headed subscale-mean column for each item block. (CC BY 4.0) Chen G, et al. (2026). How host-guest interaction types shape value co-creation in urban tourism. PLOS ONE 21(4). | link |
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| chen_2026_dt_intention | Intention to continue using digital textbooks in teaching, 3 items, 1-7; N = 800; same covariates. (CC BY 4.0) Chen, J. (2026). Technostress and Digital Textbook Adoption Among Higher Vocational Teachers: The Mediating Roles of Work Engagement and Burnout With the Moderating Role of Organizational Support. figshare. https://doi.org/10.6084/m9.figshare.31968699 | link |
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| chen_2026_ee | From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. IRW table chen_2026_ee: 392 respondents x 6 items, 2352 responses. (CC BY 4.0) Chen, L.; Jin, W. (2026). From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. Mendeley Data, V1. | link |
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| chen_2026_entre_intention | Entrepreneurial intention, 8 items, 1-5; N = 330 Chinese college students; cov_gender, cov_grade, cov_major. (CC0 1.0) Chen, C., Zhou, W., Lu, Y., & Cai, Z. (2026). The Study of the Relationship Between College Students' Entrepreneurial Motivation and Entrepreneurial Intention. International Journal of Asian Business and Information Management, 16(1), 1-22. https://doi.org/10.4018/IJABIM.396958 | link |
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| chen_2026_entre_motivation | Entrepreneurial motivation (self pursuit, reputation pursuit, social contribution, economic pursuit), 9 items, 1-5; N = 330 Chinese college students; cov_gender, cov_grade, cov_major. (CC0 1.0) Chen, C., Zhou, W., Lu, Y., & Cai, Z. (2026). The Study of the Relationship Between College Students' Entrepreneurial Motivation and Entrepreneurial Intention. International Journal of Asian Business and Information Management, 16(1), 1-22. https://doi.org/10.4018/IJABIM.396958 | link |
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| chen_2026_genai_learning | Generative-AI learning survey, 39 items across 13 constructs (task-technology fit, social influence, hedonic motivation, anxiety, performance and effort expectancy, behavioural intention, use, perceived learning and others), 1-5 agreement. 794 students in China. Covariates: gender, major, completion time. (CC0 1.0) Chen, Juan (2026). Data for studying cognitive-utility and socio-affective pathways to GenAI learning [dataset]. Harvard Dataverse. | link |
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| chen_2026_ie | From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. IRW table chen_2026_ie: 392 respondents x 3 items, 1176 responses. (CC BY 4.0) Chen, L.; Jin, W. (2026). From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. Mendeley Data, V1. | link |
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| chen_2026_il | From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. IRW table chen_2026_il: 392 respondents x 3 items, 1176 responses. (CC BY 4.0) Chen, L.; Jin, W. (2026). From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. Mendeley Data, V1. | link |
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| chen_2026_in | From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. IRW table chen_2026_in: 392 respondents x 3 items, 1176 responses. (CC BY 4.0) Chen, L.; Jin, W. (2026). From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. Mendeley Data, V1. | link |
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| chen_2026_ir | From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. IRW table chen_2026_ir: 392 respondents x 3 items, 1176 responses. (CC BY 4.0) Chen, L.; Jin, W. (2026). From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. Mendeley Data, V1. | link |
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| chen_2026_mobile_phone_addiction | 20-item mobile phone addiction scale, 1-5, Chinese college students. 195 respondents x 20 items = 3900 responses. (CC0 1.0) Chen, C. (2026). A linkage of college students' mobile phone addiction and social anxiety: The mediating role of self-control [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/QS5D8C | link |
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| chen_2026_museum_behavioral_intention | Behavioural intention to use museum digital services, museum digital services, 3 items, 1 strongly disagree to 7 strongly agree. 623 museum visitors who had used museum digital services (316 China, 307 Russia; Chinese and Russian versions). Covariates: country, gender, age, education, occupation, visit mode. (CC BY 4.0) Chen J, Li X, Zhu C, Biryukova M (2026) Museum visitors’ acceptance of digital services in China and Russia: Extending UTAUT2 with individual-level cultural values. PLoS ONE 21(11): e0357563. https://doi.org/10.1371/journal.pone.0357563 | link |
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| chen_2026_museum_collectivism | Collectivism orientation, museum digital services, 3 items, 1 strongly disagree to 7 strongly agree. 623 museum visitors who had used museum digital services (316 China, 307 Russia; Chinese and Russian versions). Covariates: country, gender, age, education, occupation, visit mode. (CC BY 4.0) Chen J, Li X, Zhu C, Biryukova M (2026) Museum visitors’ acceptance of digital services in China and Russia: Extending UTAUT2 with individual-level cultural values. PLoS ONE 21(11): e0357563. https://doi.org/10.1371/journal.pone.0357563 | link |
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| chen_2026_museum_effort_expectancy | Effort expectancy (UTAUT2), museum digital services, 3 items, 1 strongly disagree to 7 strongly agree. 623 museum visitors who had used museum digital services (316 China, 307 Russia; Chinese and Russian versions). Covariates: country, gender, age, education, occupation, visit mode. (CC BY 4.0) Chen J, Li X, Zhu C, Biryukova M (2026) Museum visitors’ acceptance of digital services in China and Russia: Extending UTAUT2 with individual-level cultural values. PLoS ONE 21(11): e0357563. https://doi.org/10.1371/journal.pone.0357563 | link |
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| chen_2026_museum_facilitating_conditions | Facilitating conditions (UTAUT2), museum digital services, 3 items, 1 strongly disagree to 7 strongly agree. 623 museum visitors who had used museum digital services (316 China, 307 Russia; Chinese and Russian versions). Covariates: country, gender, age, education, occupation, visit mode. (CC BY 4.0) Chen J, Li X, Zhu C, Biryukova M (2026) Museum visitors’ acceptance of digital services in China and Russia: Extending UTAUT2 with individual-level cultural values. PLoS ONE 21(11): e0357563. https://doi.org/10.1371/journal.pone.0357563 | link |
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| chen_2026_museum_hedonic_motivation | Hedonic motivation (UTAUT2), museum digital services, 3 items, 1 strongly disagree to 7 strongly agree. 623 museum visitors who had used museum digital services (316 China, 307 Russia; Chinese and Russian versions). Covariates: country, gender, age, education, occupation, visit mode. (CC BY 4.0) Chen J, Li X, Zhu C, Biryukova M (2026) Museum visitors’ acceptance of digital services in China and Russia: Extending UTAUT2 with individual-level cultural values. PLoS ONE 21(11): e0357563. https://doi.org/10.1371/journal.pone.0357563 | link |
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| chen_2026_museum_long_term_orientation | Long-term orientation, museum digital services, 3 items, 1 strongly disagree to 7 strongly agree. 623 museum visitors who had used museum digital services (316 China, 307 Russia; Chinese and Russian versions). Covariates: country, gender, age, education, occupation, visit mode. (CC BY 4.0) Chen J, Li X, Zhu C, Biryukova M (2026) Museum visitors’ acceptance of digital services in China and Russia: Extending UTAUT2 with individual-level cultural values. PLoS ONE 21(11): e0357563. https://doi.org/10.1371/journal.pone.0357563 | link |
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| chen_2026_museum_performance_expectancy | Performance expectancy (UTAUT2), museum digital services, 3 items, 1 strongly disagree to 7 strongly agree. 623 museum visitors who had used museum digital services (316 China, 307 Russia; Chinese and Russian versions). Covariates: country, gender, age, education, occupation, visit mode. (CC BY 4.0) Chen J, Li X, Zhu C, Biryukova M (2026) Museum visitors’ acceptance of digital services in China and Russia: Extending UTAUT2 with individual-level cultural values. PLoS ONE 21(11): e0357563. https://doi.org/10.1371/journal.pone.0357563 | link |
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| chen_2026_museum_social_influence | Social influence (UTAUT2), museum digital services, 3 items, 1 strongly disagree to 7 strongly agree. 623 museum visitors who had used museum digital services (316 China, 307 Russia; Chinese and Russian versions). Covariates: country, gender, age, education, occupation, visit mode. (CC BY 4.0) Chen J, Li X, Zhu C, Biryukova M (2026) Museum visitors’ acceptance of digital services in China and Russia: Extending UTAUT2 with individual-level cultural values. PLoS ONE 21(11): e0357563. https://doi.org/10.1371/journal.pone.0357563 | link |
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| chen_2026_museum_uncertainty_avoidance | Uncertainty avoidance, museum digital services, 3 items, 1 strongly disagree to 7 strongly agree. 623 museum visitors who had used museum digital services (316 China, 307 Russia; Chinese and Russian versions). Covariates: country, gender, age, education, occupation, visit mode. (CC BY 4.0) Chen J, Li X, Zhu C, Biryukova M (2026) Museum visitors’ acceptance of digital services in China and Russia: Extending UTAUT2 with individual-level cultural values. PLoS ONE 21(11): e0357563. https://doi.org/10.1371/journal.pone.0357563 | link |
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| chen_2026_passion | Passion: 4 items. Observed resp is 2-7; no respondent used the bottom anchor on any of the four, which is an unendorsed anchor rather than a different scale. 507 urban tourism respondents. 7-point scale, zero missing cells. One of six construct tables from one questionnaire; construct names come from the deposit itself, which carries a Chinese-headed subscale-mean column for each item block. (CC BY 4.0) Chen G, et al. (2026). How host-guest interaction types shape value co-creation in urban tourism. PLOS ONE 21(4). | link |
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| chen_2026_pos | Perceived organisational support, 8 items (Eisenberger-style), 1-7; N = 800; same covariates. (CC BY 4.0) Chen, J. (2026). Technostress and Digital Textbook Adoption Among Higher Vocational Teachers: The Mediating Roles of Work Engagement and Burnout With the Moderating Role of Organizational Support. figshare. https://doi.org/10.6084/m9.figshare.31968699 | link |
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| chen_2026_pr | From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. IRW table chen_2026_pr: 392 respondents x 3 items, 1176 responses. (CC BY 4.0) Chen, L.; Jin, W. (2026). From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. Mendeley Data, V1. | link |
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| chen_2026_rf | From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. IRW table chen_2026_rf: 392 respondents x 3 items, 1176 responses. (CC BY 4.0) Chen, L.; Jin, W. (2026). From Cognitive-Emotional Interaction to Identity Construction: How Personality and Technology of Religious Virtual Influencer Affect Behavioral Intention. Mendeley Data, V1. | link |
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| chen_2026_self_control | 19-item self-control scale, 1-5, Chinese college students. 195 respondents x 19 items = 3705 responses. (CC0 1.0) Chen, C. (2026). A linkage of college students' mobile phone addiction and social anxiety: The mediating role of self-control [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/QS5D8C | link |
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| chen_2026_social_anxiety | 11-item social anxiety scale, 1-5, Chinese college students. 195 respondents x 11 items = 2145 responses. (CC0 1.0) Chen, C. (2026). A linkage of college students' mobile phone addiction and social anxiety: The mediating role of self-control [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/QS5D8C | link |
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| chen_2026_technostress | Technostress, 15 items (techno-overload, invasion, complexity, insecurity, uncertainty) about digital textbooks, 1 非常不同意 - 7 非常同意; N = 800 Chinese higher-vocational teachers; cov_gender, cov_teaching_years, cov_school_type, cov_title, cov_education, cov_discipline, cov_region. (CC BY 4.0) Chen, J. (2026). Technostress and Digital Textbook Adoption Among Higher Vocational Teachers: The Mediating Roles of Work Engagement and Burnout With the Moderating Role of Organizational Support. figshare. https://doi.org/10.6084/m9.figshare.31968699 | link |
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| chen_2026_tourist_govt_interaction | Tourist-government interaction: 4 items. 507 urban tourism respondents. 7-point scale, zero missing cells. One of six construct tables from one questionnaire; construct names come from the deposit itself, which carries a Chinese-headed subscale-mean column for each item block. (CC BY 4.0) Chen G, et al. (2026). How host-guest interaction types shape value co-creation in urban tourism. PLOS ONE 21(4). | link |
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| chen_2026_tourist_resident_interaction | Tourist-resident interaction: 4 items. 507 urban tourism respondents. 7-point scale, zero missing cells. One of six construct tables from one questionnaire; construct names come from the deposit itself, which carries a Chinese-headed subscale-mean column for each item block. (CC BY 4.0) Chen G, et al. (2026). How host-guest interaction types shape value co-creation in urban tourism. PLOS ONE 21(4). | link |
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| chen_2026_usability | Usability: 4 items. Observed resp is 2-7; the bottom anchor is unendorsed. 507 urban tourism respondents. 7-point scale, zero missing cells. One of six construct tables from one questionnaire; construct names come from the deposit itself, which carries a Chinese-headed subscale-mean column for each item block. (CC BY 4.0) Chen G, et al. (2026). How host-guest interaction types shape value co-creation in urban tourism. PLOS ONE 21(4). | link |
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| chen_2026_uwes9 | Utrecht Work Engagement Scale (UWES-9), 9 items, 1 从不 (never) - 7 总是 (always); N = 800; same covariates. (CC BY 4.0) Chen, J. (2026). Technostress and Digital Textbook Adoption Among Higher Vocational Teachers: The Mediating Roles of Work Engagement and Burnout With the Moderating Role of Organizational Support. figshare. https://doi.org/10.6084/m9.figshare.31968699 | link |
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| chess_lnirt | Data from the Amsterdam Chess test (GPL-3.0) Van Der Maas, H. L., & Wagenmakers, E. J. (2005). A psychometric analysis of chess expertise. The American journal of psychology, 118(1), 29-60. | link |
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| chew_2016_dds17 | Diabetes Distress Scale, 17 items, 1 not a problem to 6 a very serious problem. 700 adults with type 2 diabetes at three public health clinics in Selangor, Malaysia, 2013. Covariates: age, gender, clinic. (CC BY 4.0) Chew B-H, Vos R, Mohd-Sidik S, Rutten GEHM (2016) Diabetes-Related Distress, Depression and Distress-Depression among Adults with Type 2 Diabetes Mellitus in Malaysia. PLoS ONE 11(3): e0152095. https://doi.org/10.1371/journal.pone.0152095 | link |
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| chew_2016_phq9 | PHQ-9, 9 items, 0-3. 700 adults with type 2 diabetes at three public health clinics in Selangor, Malaysia, 2013. Covariates: age, gender, clinic. (CC BY 4.0) Chew B-H, Vos R, Mohd-Sidik S, Rutten GEHM (2016) Diabetes-Related Distress, Depression and Distress-Depression among Adults with Type 2 Diabetes Mellitus in Malaysia. PLoS ONE 11(3): e0152095. https://doi.org/10.1371/journal.pone.0152095 | link |
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| chewning_2024_campaign_volunteers conjoint · source = "conj" |
Candidates and staff of 2020 US congressional and statewide campaigns (194 survey responses with an answer) chose which of two volunteer profiles, varying gender, age, race, ideology, dedication and reliability, they would prefer to work on their campaign, in 3 pairs. (CC0 1.0) Chewning, T. K., Green, J., Hassell, H. J. G., & Miles, M. R. (2024). Campaign principal-agent problems: Volunteers as faithful and representative agents. Political Behavior, 46(1), 405-426. | link |
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| chhajer_2025_who5 | WHO-5 Well-Being Index, 5 items, 0 (at no time) to 5 (all of the time). 2,282 young adults aged 18-25 in 25 of India's most populous cities (online survey). Covariates: city, gender, age, education, student/working, income, nature access and distances, visit frequency and reason, time indoors, Inclusion of Nature in Self (single item). (CC BY 4.0) Chhajer R, Bapat SR (2025) Exploring the impact of nature connectedness on well-being and mental distress among urban youth: Evidence from 25 most populated cities in India. PLoS ONE 20(5): e0323712. https://doi.org/10.1371/journal.pone.0323712 | link |
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| childrensocialcognition_cvencek_2025_flowerinsectattitude | Online pictorial IAT measuring implicit gender in-group bias (CC BY-NC-ND) Cvencek, D., Sanders, E. A., Maddox, C. D., & Meltzoff, A. N. (2025). New online tools to assess children’s implicit social cognition: Replication and generalization of in-person research. Journal of Educational Psychology, 117(7), 1115–1136. https://doi.org/10.1037/edu0000953 | link |
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| childrensocialcognition_cvencek_2025_genderidentity | Online and in-person pictorial IAT measuring implicit attitudes toward flowers vs. insects in 5-year-old preschoolers (CC BY-NC-ND) Cvencek, D., Sanders, E. A., Maddox, C. D., & Meltzoff, A. N. (2025). New online tools to assess children’s implicit social cognition: Replication and generalization of in-person research. Journal of Educational Psychology, 117(7), 1115–1136. https://doi.org/10.1037/edu0000953 | link |
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| childrensocialcognition_cvencek_2025_genderingroupbias | Online IAT measuring implicit math-gender stereotypes (CC BY-NC-ND) Cvencek, D., Sanders, E. A., Maddox, C. D., & Meltzoff, A. N. (2025). New online tools to assess children’s implicit social cognition: Replication and generalization of in-person research. Journal of Educational Psychology, 117(7), 1115–1136. https://doi.org/10.1037/edu0000953 | link |
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| childrensocialcognition_cvencek_2025_mathgenderstereotype | Online and in-person IAT measuring implicit gender identity (CC BY-NC-ND) Cvencek, D., Sanders, E. A., Maddox, C. D., & Meltzoff, A. N. (2025). New online tools to assess children’s implicit social cognition: Replication and generalization of in-person research. Journal of Educational Psychology, 117(7), 1115–1136. https://doi.org/10.1037/edu0000953 | link |
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| chile_2023_children-adolescents-survey_aa | Chile principal characteristics of child work and other activities carried out by children in the country; the survey focuses on children aged 9-17, particularly their principal activities and relationships with others (CC BY 4.0) NA | link |
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| chile_2023_children-adolescents-survey_cp_a | Chile principal characteristics of child work and other activities carried out by children in the country; the survey focuses on the primary caregiver (cuidador principal), particularly whether unexpected events like natural disasters affected their lives (CC BY 4.0) NA | link |
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| chile_2023_children-adolescents-survey_cp_c | Chile principal characteristics of child work and other activities carried out by children in the country; the survey focuses on the primary caregiver (cuidador principal), particularly their experiences with children working and their attitudes toward child work (CC BY 4.0) NA | link |
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| chile_2023_children-adolescents-survey_g | Chile principal characteristics of child work and other activities carried out by children in the country; the survey focuses on children aged 9-17, particularly their attitudes toward their relationships with others (CC BY 4.0) NA | link |
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| chile_2023_children-adolescents-survey_k | Chile principal characteristics of child work and other activities carried out by children in the country; the survey focuses on children aged 9-17, particularly their attitudes toward themselves and others (CC BY 4.0) NA | link |
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| chile_2023_children-adolescents-survey_n | Chile principal characteristics of child work and other activities carried out by children in the country; the survey focuses on children aged 5-8, particularly their principal activities and relationships with others (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_a | Chile CASEN subjective wellbeing ratings (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_ee | Chile CASEN education questions (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_f | Chile CASEN trust and participation questions (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_g | Chile CASEN environmental quality ratings (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_h | Chile CASEN community safety ratings (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_oo | Chile CASEN work/occupation questions (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_rr | Chile CASEN social relationships ratings (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_ss | Chile CASEN health ratings (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_u | Chile CASEN use of time ratings (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_vv | Chile CASEN household/community living quality questions (CC BY 4.0) NA | link |
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| chile_2023_social-welfare-survey_yy | Chile CASEN income ratings (CC BY 4.0) NA | link |
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| chile_2024_safety_aggression | Screener and characterization variables for assault and aggression (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_assault | Details and circumstances of assault incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_bankfraud | Details and circumstances of bank fraud incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_banking | Screener and characterization variables for bank fraud victimization (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_bribes | Screener and characterization variables for bribery incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_carabineros | Resident evaluations of Carabineros police performance and presence (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_context | Resident experience with and participation in community safety actions (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_cyberbullying | Screener and characterization variables for cyberbullying victimization (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_cyberbullyingcharacterization | Details and circumstances of cyberbullying incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_disturbances | Urban safety concerns including neighborhood disorder and incivilities (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_dwelling | Screener and characterization variables for dwelling burglary victimization (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_dwellingburglary | Details and circumstances of dwelling burglary incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_dwellingvandalism | Details and circumstances of dwelling vandalism incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_extortion | Screener and characterization variables for extortion victimization (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_extortioncharacterization | Details and circumstances of extortion incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_fear | Self-reported fear and behavioral modification due to crime concerns (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_hacking | Screener and characterization variables for personal account hacking (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_hackingcharacterization | Details and circumstances of personal account hacking incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_harassmentcharacterization | Details and circumstances of sexual harassment and assault incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_identity | Screener and characterization variables for identity theft victimization (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_identitytheftcharacterization | Details and circumstances of identity theft incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_knowledge | Resident awareness and knowledge of security institutions (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_malicious | Screener and characterization variables for malware and malicious software (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_municipal | Resident evaluations of municipal government security services (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_programs | Knowledge and utilization of victim assistance and community safety programs (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_safety | Resident perception of safety and insecurity in public spaces (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_scam | Screener and characterization variables for scam victimization (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_scamcharacterization | Details and circumstances of scam incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_surprise | Screener and characterization variables for surprise robbery victimization (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_surpriserobbery | Details and circumstances of surprise robbery incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_theft | Screener and characterization variables for personal theft victimization (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_theftcharacterization | Details and circumstances of personal theft incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_threats | Screener and characterization variables for threats and intimidation (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_threatscharacterization | Details and circumstances of threats and intimidation incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_trust | Public trust in law enforcement and judicial institutions (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_vehicle | Screener and characterization variables for vehicle theft victimization (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_vehiclecharacterization | Details and circumstances of vehicle theft incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_vehicletheft | Details and circumstances of theft from vehicles incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_vehiclevandalism | Details and circumstances of vehicle vandalism incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_victimization_malwarecharacterization | Details and circumstances of malware victimization incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_violence | Screener and characterization variables for violent personal robbery (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chile_2024_safety_violentrobbery | Details and circumstances of violent personal robbery incidents (CC BY 4.0) Encuesta Nacional Urbana de Seguridad Ciudadana (ENUSC) | link |
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| chilton_2020_fdi_reciprocity_cn conjoint · source = "conj" |
Chinese SSI respondents (February 2015; n=1,613) read five vignettes about a foreign company trying to acquire a Chinese company, varying ownership, firm size, economic distress and the home country's reciprocity policy, and said whether the Chinese government should prevent the transaction. (CC0 1.0) Chilton, A. S., Milner, H. V., & Tingley, D. (2020). Reciprocity and public opposition to foreign direct investment. British Journal of Political Science, 50(1), 129-153. | link |
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| chilton_2020_fdi_reciprocity_us conjoint · source = "conj" |
US SSI respondents (February 2015; n=2,003) read five vignettes about a foreign company trying to acquire an American company, varying ownership, home country, national-security risk, firm size, economic distress and the home country's reciprocity policy, and said whether the US government should prevent the transaction. (CC0 1.0) Chilton, A. S., Milner, H. V., & Tingley, D. (2020). Reciprocity and public opposition to foreign direct investment. British Journal of Political Science, 50(1), 129-153. | link |
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| chinvararak_2021_bdi | Beck Depression Inventory-II (21 items), Thai depressed patients, N=180 (CC BY 4.0) Chinvararak C, Kirdchok P, Lueboonthavatchai P (2021). The association between attachment pattern and depression severity in Thai depressed patients. PLOS ONE, 16(8), e0255995. https://doi.org/10.1371/journal.pone.0255995 | link |
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| chinvararak_2021_ecr | Experiences in Close Relationships (ECR, 18 items, the paper's focal attachment instrument), Thai depressed patients, N=180 (CC BY 4.0) Chinvararak C, Kirdchok P, Lueboonthavatchai P (2021). The association between attachment pattern and depression severity in Thai depressed patients. PLOS ONE, 16(8), e0255995. https://doi.org/10.1371/journal.pone.0255995 | link |
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| chinvararak_2021_phq15 | PHQ-15 somatic symptom severity (15 items), Thai depressed patients, N=180 (CC BY 4.0) Chinvararak C, Kirdchok P, Lueboonthavatchai P (2021). The association between attachment pattern and depression severity in Thai depressed patients. PLOS ONE, 16(8), e0255995. https://doi.org/10.1371/journal.pone.0255995 | link |
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| chinvararak_2021_ssq | Social Support Questionnaire (16 items across 3 subscale groups), Thai depressed patients, N=180 (CC BY 4.0) Chinvararak C, Kirdchok P, Lueboonthavatchai P (2021). The association between attachment pattern and depression severity in Thai depressed patients. PLOS ONE, 16(8), e0255995. https://doi.org/10.1371/journal.pone.0255995 | link |
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| chinvararak_2021_ylseq | Young Life Stress Events Questionnaire (43 items, binary yes/no), Thai depressed patients, N=180 (CC BY 4.0) Chinvararak C, Kirdchok P, Lueboonthavatchai P (2021). The association between attachment pattern and depression severity in Thai depressed patients. PLOS ONE, 16(8), e0255995. https://doi.org/10.1371/journal.pone.0255995 | link |
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| chinvararak_2022_gad7 | GAD-7, Thai version, 7 items, 0-3. 986 healthcare workers at a Bangkok university hospital during COVID-19, 2021. Covariates: sex, age. (CC BY 4.0) Chinvararak C, Kerdcharoen N, Pruttithavorn W, Polruamngern N, Asawaroekwisoot T, Munsukpol W, Kirdchok P (2022) Mental health among healthcare workers during COVID-19 pandemic in Thailand. PLoS ONE 17(5): e0268704. https://doi.org/10.1371/journal.pone.0268704 | link |
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| chinvararak_2022_mbi_gs | Maslach Burnout Inventory-General Survey, Thai version, 16 items 0-6 (exhaustion, depersonalisation, personal accomplishment), as answered. 986 healthcare workers at a Bangkok university hospital during COVID-19, 2021. Covariates: sex, age. (CC BY 4.0) Chinvararak C, Kerdcharoen N, Pruttithavorn W, Polruamngern N, Asawaroekwisoot T, Munsukpol W, Kirdchok P (2022) Mental health among healthcare workers during COVID-19 pandemic in Thailand. PLoS ONE 17(5): e0268704. https://doi.org/10.1371/journal.pone.0268704 | link |
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| chinvararak_2022_phq9 | PHQ-9, Thai version, 9 items, 0-3; asked only of the 403 who screened positive on the 2Q. 986 healthcare workers at a Bangkok university hospital during COVID-19, 2021. Covariates: sex, age. (CC BY 4.0) Chinvararak C, Kerdcharoen N, Pruttithavorn W, Polruamngern N, Asawaroekwisoot T, Munsukpol W, Kirdchok P (2022) Mental health among healthcare workers during COVID-19 pandemic in Thailand. PLoS ONE 17(5): e0268704. https://doi.org/10.1371/journal.pone.0268704 | link |
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| cho_2022_pscse | Revised Patient Safety Competency Self-Evaluation (PSCSE), 34 items (attitudes A1-A14, skills B1-B12, knowledge C1-C8), 1 = completely disagree ... 5 = totally agree, before and after a synchronous online patient-safety course (wave pre/post). 110 Korean nursing students, 2020. Covariates: gender, age, grade, prior patient-safety education. (CC0 1.0) Cho, S., Lee, W., Kim, et al. (2022). Effect of online education on the knowledge on, attitudes towards, and skills in patient safety for nursing students in Korea. Journal of Educational Evaluation for Health Professions, 19, 14. https://doi.org/10.3352/jeehp.2022.19.14 | link |
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| cho_2023_ipss | International Prostate Symptom Score (IPSS), 7 items, 0-5, at baseline (wave 0) and 1, 3, 6, 12, 24, 36 and 48 months after laser prostatectomy; N = 1,875 patients with at least one assessment; cov_age, cov_procedure (1 HPS, 2 HoLEP). (CC0 1.0) Cho, M. C., et al. (2023). Does preoperative bladder compliance affect long-term functional outcomes after laser prostatectomy? World Journal of Men's Health. https://doi.org/10.5534/wjmh.220081. Data: https://doi.org/10.7910/DVN/ZESEYD | link |
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| cho_2023_oabss | Overactive Bladder Symptom Score (OABSS), 4 items (0-2, 0-3, 0-5, 0-5), at baseline and up to 60 months after laser prostatectomy; N = 898 patients; cov_age, cov_procedure. (CC0 1.0) Cho, M. C., et al. (2023). Does preoperative bladder compliance affect long-term functional outcomes after laser prostatectomy? World Journal of Men's Health. https://doi.org/10.5534/wjmh.220081. Data: https://doi.org/10.7910/DVN/ZESEYD | link |
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| cho_2026_asian_coethnic conjoint · source = "conj" |
Asian American adults (Lucid, Feb-Mar 2022; n = 1403) chose between pairs of hypothetical congressional candidates in the co-ethnic design (candidates' race/ethnicity: six specific Asian American origin groups, White, Black or Hispanic), 10 tasks plus a repeat of task 1; outcomes are vote choice and a 5-point likelihood of voting for each candidate. (CC0 1.0) Cho, J. J., Costa, M., & Horiuchi, Y. (2026). Descriptive or partisan representation? Examining trade-offs for Asian Americans. British Journal of Political Science, 56, e8. | link |
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| cho_2026_asian_panethnic conjoint · source = "conj" |
Asian American adults (Lucid, Feb-Mar 2022; n = 1403) chose between pairs of hypothetical congressional candidates in the pan-ethnic design (candidates' race/ethnicity: Asian American, White, Black or Hispanic), 10 tasks plus a repeat of task 1; outcomes are vote choice and a 5-point likelihood of voting for each candidate. (CC0 1.0) Cho, J. J., Costa, M., & Horiuchi, Y. (2026). Descriptive or partisan representation? Examining trade-offs for Asian Americans. British Journal of Political Science, 56, e8. | link |
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| choi_2020_ednet_listening | EdNet KT1: TOEIC practice answers from Santa, a Korean tutoring app (Riiid), TOEIC parts 1-4 (listening: photographs, question-response, conversations, talks). resp = correct; resp_raw = the letter picked (a-d); rt in seconds; item_family = bundle of questions sharing a passage or audio clip. (CC BY-NC 4.0) Choi, Y., Lee, Y., Shin, D., Cho, J., Park, S., Lee, S., Baek, J., Bae, C., Kim, B., & Heo, J. (2020). EdNet: A large-scale hierarchical dataset in education. In Artificial Intelligence in Education (AIED 2020), LNCS 12164, 69-73. | link |
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| choi_2020_ednet_listening_nom nominal · source = "nom" |
Nominal companion of choi_2020_ednet_listening: EdNet KT1 TOEIC practice answers (Santa / Riiid), parts 1-4; text = the letter picked (a-d), resp = correct. (CC BY-NC 4.0) Choi, Y., Lee, Y., Shin, D., Cho, J., Park, S., Lee, S., Baek, J., Bae, C., Kim, B., & Heo, J. (2020). EdNet: A large-scale hierarchical dataset in education. In Artificial Intelligence in Education (AIED 2020), LNCS 12164, 69-73. | link |
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| choi_2020_ednet_reading | EdNet KT1: TOEIC practice answers from Santa, a Korean tutoring app (Riiid), TOEIC parts 5-7 (reading: incomplete sentences, text completion, passages). resp = correct; resp_raw = the letter picked (a-d); rt in seconds; item_family = bundle of questions sharing a passage or audio clip. (CC BY-NC 4.0) Choi, Y., Lee, Y., Shin, D., Cho, J., Park, S., Lee, S., Baek, J., Bae, C., Kim, B., & Heo, J. (2020). EdNet: A large-scale hierarchical dataset in education. In Artificial Intelligence in Education (AIED 2020), LNCS 12164, 69-73. | link |
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| choi_2020_ednet_reading_nom nominal · source = "nom" |
Nominal companion of choi_2020_ednet_reading: EdNet KT1 TOEIC practice answers (Santa / Riiid), parts 5-7; text = the letter picked (a-d), resp = correct. (CC BY-NC 4.0) Choi, Y., Lee, Y., Shin, D., Cho, J., Park, S., Lee, S., Baek, J., Bae, C., Kim, B., & Heo, J. (2020). EdNet: A large-scale hierarchical dataset in education. In Artificial Intelligence in Education (AIED 2020), LNCS 12164, 69-73. | link |
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| choi_2020_pt_competency_frequency | Utilization frequency of 124 essential competencies of physical therapists (basic medicine, assessment, intervention, professional and ethical capabilities), 1 = very low utilization ... 5 = very high utilization. 296 licensed physical therapists in Korea, online survey, Sept 2019. Covariates: sex, age band, education, career band, place of employment, specialty. (CC0 1.0) Choi, J., Oh, T., Oh, J. S., Lim, W., Lee, J., Han, S. K., Park, Y. S., Kwon, H. G., & Ahn, C. S. (2020). Importance and utilization frequency of essential competencies of Korean physical therapists. Journal of Educational Evaluation for Health Professions, 17, 24. https://doi.org/10.3352/jeehp.2020.17.24 | link |
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| choi_2020_pt_competency_importance | Importance of 124 essential competencies of physical therapists (basic medicine, assessment, intervention, professional and ethical capabilities), 1 = not entirely important ... 5 = very important. 296 licensed physical therapists in Korea, online survey, Sept 2019. Covariates: sex, age band, education, career band, place of employment, specialty. (CC0 1.0) Choi, J., Oh, T., Oh, J. S., Lim, W., Lee, J., Han, S. K., Park, Y. S., Kwon, H. G., & Ahn, C. S. (2020). Importance and utilization frequency of essential competencies of Korean physical therapists. Journal of Educational Evaluation for Health Professions, 17, 24. https://doi.org/10.3352/jeehp.2020.17.24 | link |
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| choi_2021_job_satisfaction | Job satisfaction, 19 items on a 1-5 agreement scale, 230 U.S. hourly food-and-beverage essential workers surveyed on MTurk during the COVID-19 pandemic. (CC0 1.0) Choi, H. (2021). Data for Anxiety Undermined Job Satisfaction Among Essential Workers in the U.S. during the COVID-19 Pandemic [dataset]. Harvard Dataverse. | link |
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| choi_2026_cmsce_2019_1 | Clinical Medical Science Comprehensive Examination (Korea), 2019 administration part 1: dichotomously scored item responses, resp 0-1. 4190 examinees x 302 items = 1265380 responses. (CC0 1.0) Choi, J., Jung, S.-S., Choi, E. K., Kim, K. S., & Seo, D. G. (2026). Feasibility of applying computerized adaptive testing to the Clinical Medical Science Comprehensive Examination in Korea: a psychometric study [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TQZQ6L | link |
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| choi_2026_cmsce_2019_2 | Clinical Medical Science Comprehensive Examination (Korea), 2019 administration part 2: dichotomously scored item responses, resp 0-1. 5586 examinees x 301 items = 1681386 responses. (CC0 1.0) Choi, J., Jung, S.-S., Choi, E. K., Kim, K. S., & Seo, D. G. (2026). Feasibility of applying computerized adaptive testing to the Clinical Medical Science Comprehensive Examination in Korea: a psychometric study [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TQZQ6L | link |
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| choi_2026_cmsce_2020_1 | Clinical Medical Science Comprehensive Examination (Korea), 2020 administration part 1: dichotomously scored item responses, resp 0-1. 5388 examinees x 304 items = 1637952 responses. (CC0 1.0) Choi, J., Jung, S.-S., Choi, E. K., Kim, K. S., & Seo, D. G. (2026). Feasibility of applying computerized adaptive testing to the Clinical Medical Science Comprehensive Examination in Korea: a psychometric study [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TQZQ6L | link |
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| choi_2026_cmsce_2020_2 | Clinical Medical Science Comprehensive Examination (Korea), 2020 administration part 2: dichotomously scored item responses, resp 0-1. 3972 examinees x 304 items = 1207488 responses. (CC0 1.0) Choi, J., Jung, S.-S., Choi, E. K., Kim, K. S., & Seo, D. G. (2026). Feasibility of applying computerized adaptive testing to the Clinical Medical Science Comprehensive Examination in Korea: a psychometric study [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TQZQ6L | link |
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| choi_2026_cmsce_2021_1 | Clinical Medical Science Comprehensive Examination (Korea), 2021 administration part 1: dichotomously scored item responses, resp 0-1. 4662 examinees x 263 items = 1225610 responses. (CC0 1.0) Choi, J., Jung, S.-S., Choi, E. K., Kim, K. S., & Seo, D. G. (2026). Feasibility of applying computerized adaptive testing to the Clinical Medical Science Comprehensive Examination in Korea: a psychometric study [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TQZQ6L | link |
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| choi_2026_cmsce_2021_2 | Clinical Medical Science Comprehensive Examination (Korea), 2021 administration part 2: dichotomously scored item responses, resp 0-1. 6585 examinees x 265 items = 1745025 responses. (CC0 1.0) Choi, J., Jung, S.-S., Choi, E. K., Kim, K. S., & Seo, D. G. (2026). Feasibility of applying computerized adaptive testing to the Clinical Medical Science Comprehensive Examination in Korea: a psychometric study [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TQZQ6L | link |
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| chong_2018_osce_examiner | UNSW undergraduate-medicine OSCE, 2014 and 2016: 517 students x 6 stations x 9 criteria (generic communication, history taking, physical examination), each station marked by one examiner (rater, 237 examiners). Grades fail / borderline / clear pass / distinction recoded 0-3 (resp_raw = marks 3/5/7/9). Covariate: cohort code. (CC0 1.0) Chong, L., Taylor, S., Haywood, M., Adelstein, B.-A., & Shulruf, B. (2018). Examiner seniority and experience are associated with bias when scoring communication, but not examination, skills in objective structured clinical examinations in Australia. Journal of Educational Evaluation for Health Professions, 15, 17. https://doi.org/10.3352/jeehp.2018.15.17 | link |
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| chou_2021_party_candidates conjoint · source = "conj" |
3,019 German panel respondents (wave 4, attention-check passers) each saw 5 screens of four Bundestag candidates, one each from Die Linke, SPD, CDU and AfD, varying experience, reason for running, chance of winning, refugee, border, pension and tax positions; they chose one candidate and rated each 1-7. Outcomes: choice and rating. (CC0 1.0) Chou, W., Dancygier, R., Egami, N., & Jamal, A. A. (2021). Competing for loyalists? How party positioning affects populist radical right voting. Comparative Political Studies, 54(12), 2226-2260. | link |
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| chowdhury2026_ai_intentions | Responsible AI-Use Intentions scale, 1-5 Likert; N=32, 4 items, K-12/adult ML instructors (CC BY 4.0) Chowdhury, S., & Sain, N. (2026). Teacher AI Literacy for ML Learner Instruction. figshare. | link |
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| chowdhury2026_ai_literacy | Teacher AI Literacy scale, 1-5 Likert; N=32, 12 items, K-12/adult ML instructors (CC BY 4.0) Chowdhury, S., & Sain, N. (2026). Teacher AI Literacy for ML Learner Instruction. figshare. | link |
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| chowdhury2026_ai_vignette | Vignette-based decision-quality indicators, binary (1=best-practice choice); N=32, 4 items, K-12/adult ML instructors (CC BY 4.0) Chowdhury, S., & Sain, N. (2026). Teacher AI Literacy for ML Learner Instruction. figshare. | link |
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| choy_2022_affect | Tourism students' affective response to career choice (3 items 6-pt Likert Disagree strongly-Agree strongly) N=366 Hong Kong students (CC BY 4.0) Choy MW et al. (2022) Career choice of tourism students in a triple-whammy crisis. PLOS ONE. | link |
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| choy_2022_extraneous_events | Perceived extraneous demotivating events (disease/unrest/economic threats) for tourism career choice (4 items 6-pt Likert) N=402 Hong Kong students (CC BY 4.0) Choy MW et al. (2022) Career choice of tourism students in a triple-whammy crisis. PLOS ONE. | link |
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| choy_2022_intent_career | Intent to immediately join tourism career (3 items 6-pt Likert) N=402 Hong Kong students (CC BY 4.0) Choy MW et al. (2022) Career choice of tourism students in a triple-whammy crisis. PLOS ONE. | link |
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| choy_2022_lifelong_career | Lifelong commitment to tourism career choice (3 items 6-pt Likert) N=391 Hong Kong students (CC BY 4.0) Choy MW et al. (2022) Career choice of tourism students in a triple-whammy crisis. PLOS ONE. | link |
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| choy_2022_resilience | Perceived resilience/ability to cope with adversity in tourism workforce (4 items 6-pt Likert) N=402 Hong Kong students (CC BY 4.0) Choy MW et al. (2022) Career choice of tourism students in a triple-whammy crisis. PLOS ONE. | link |
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| choy_2024_shark_fin conjoint · source = "conj" |
Online discrete choice experiment among 300 Singapore shark fin consumers: in each of 15 choice sets respondents chose among three shark fin soups described by price, fin size, texture and quality, menu type and source of fin, or none of them. (CC BY 4.0) Choy, C., Booth, H., & Verissimo, D. (2024). Understanding consumers to inform market interventions for Singapore's shark fin trade. People and Nature, 6, 733-748. | link |
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| christensen_2017_bfi10 | Big Five Inventory short form (BFI-10), 10 items, 1-7. 309 adults aged 18-60 in a survey experiment on public service motivation and ethical behaviour. treat = control vs treatment. Covariates: age, sex, race, region. (CC0 1.0) Christensen, Robert; Wright, Bradley E. (2021). Replication Data for "Additional intervention evidence on the relationship between public service motivation and ethical behavior" [dataset]. Harvard Dataverse. | link |
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| christensen_2017_unethical | Likelihood of unethical behaviour, 9 scenarios rated 0-100 (continuous). 309 adults aged 18-60; treat = control vs public-service-motivation treatment. Covariates: age, sex, race, region. (CC0 1.0) Christensen, Robert; Wright, Bradley E. (2021). Replication Data for "Additional intervention evidence on the relationship between public service motivation and ethical behavior" [dataset]. Harvard Dataverse. | link |
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| christensen_2018_wsssf_2171 | Schizotypy (Wisconsin Schizotypy Scales–Short Forms) with n=2171 (CC0 1.0) Christensen, A.P., Kenett, Y.N., Aste, T. et al. Network structure of the Wisconsin Schizotypy Scales–Short Forms: Examining psychometric network filtering approaches. Behav Res 50, 2531–2550 (2018). | link |
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| christensen_2018_wsssf_5831 | Schizotypy (Wisconsin Schizotypy Scales–Short Forms) with n=5831 (CC0 1.0) Christensen, A.P., Kenett, Y.N., Aste, T. et al. Network structure of the Wisconsin Schizotypy Scales–Short Forms: Examining psychometric network filtering approaches. Behav Res 50, 2531–2550 (2018). | link |
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| christensen_2020_ep_candidates conjoint · source = "conj" |
Finnish respondents (Qualtrics panel, May 2019, n=829) chose between two hypothetical European Parliament candidates in 7 pairs varying gender, ideology, issue focus, experience, representative focus, citizenship and EU-integration position, each attribute possibly not shown. (CC BY 4.0) Christensen, H. S., La Rosa, M. S., & Grönlund, K. (2020). How candidate characteristics affect favorability in European Parliament elections: Evidence from a conjoint experiment in Finland. European Union Politics, 21(4), 563-583. | link |
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| christensen_2020_participatory conjoint · source = "conj" |
Paired conjoint on participatory processes: 1,050 Finnish adults (Qualtrics panel) chose between two hypothetical participatory processes in 5 comparisons, varying policy issue, inclusiveness, number of gatherings, transparency, online vs face-to-face meetings, how participants form judgements and whether the outcome is binding or advisory; outcome is a forced choice. (CC BY 4.0) Christensen, H. S. (2020). How citizens evaluate participatory processes: A conjoint analysis. European Political Science Review, 12(2), 239-253. | link |
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| christensen_2021_endorsements conjoint · source = "conj" |
Finnish respondents (n = 1,021) chose between two hypothetical candidates in 7 pairs varying gender, age, education, ideological closeness, political experience, endorsement source (nobody, VAA, social media, family/friend) and likelihood of election, each attribute possibly not shown. (CC BY 4.0) Christensen, H. S., Järvi, T., Mattila, M., & von Schoultz, Å. (2021). How voters choose one out of many: A conjoint analysis of the effects of endorsements on candidate choice. Political Research Exchange, 3(1). | link |
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| christensen_2021_online_platforms conjoint · source = "conj" |
Paired conjoint on online participatory platforms: 1,048 Finnish adults (Qualtrics panel, 2019) chose between two hypothetical platforms six times, varying discussions, interaction with politicians, information, decision-making role, identity verification, anonymity and accessibility; outcomes are a forced choice and whether they would participate on the chosen platform. (CC BY 4.0) Christensen, H. S. (2021). A conjoint experiment of how design features affect evaluations of participatory platforms. Government Information Quarterly, 38(1), 101538. | link |
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| christensen_2022_policy_certainty | How certain the respondent was about each of the same three policy proposals, 1-5, from 5,886 US respondents in Christensen's uncertainty experiment. 17,581 responses. (CC0 1.0) Christensen, Love (2022). How Does Uncertainty Affect Voters' Preferences? British Journal of Political Science 52(3): 1186-1204. Replication data, Harvard Dataverse. | link |
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| christensen_2022_policy_ideal | The respondent's own ideal level for each of the same three policy proposals, 1-7, from 5,886 US respondents in Christensen's uncertainty experiment. 17,633 responses. (CC0 1.0) Christensen, Love (2022). How Does Uncertainty Affect Voters' Preferences? British Journal of Political Science 52(3): 1186-1204. Replication data, Harvard Dataverse. | link |
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| christensen_2022_policy_support | Support for three policy proposals -- a minimum-wage increase, a corporate-tax cut and a trade agreement -- on a 1-7 scale, from 5,886 US respondents in a pre-registered experiment that showed each of them forecasts of the proposal's effects attributed to non-partisan experts, to a party, or to nobody (cov_condition). 17,579 responses. (CC0 1.0) Christensen, Love (2022). How Does Uncertainty Affect Voters' Preferences? British Journal of Political Science 52(3): 1186-1204. Replication data, Harvard Dataverse. | link |
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| christensen_2023_backsliding_issues conjoint · source = "conj" |
Finnish respondents chose between pairs of political leaders varying in stance on media freedom, welfare spending, adoption rights and climate policy, plus gender, age and education, then said whether they would vote for the chosen leader; 2,406 respondents, 6 tasks each. (CC BY 4.0) Christensen, H. S., & Saikkonen, I. (2023). Replication data: Does democratic backsliding depend on the policy issue [Data set]. OSF. | link |
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| christian_2025_imagination | Imagination, perceived intelligence and willingness-to-act items (Imgn 4, P_Intlg 3, Wta 3), 10 items, 1-5; N = 108; no covariates. (CC BY 4.0) Christian, M., Nan, G., Dewantara, Y. F., Geng, B., Muzammil, O. M., & Gularso, K. (2025). Datasets_raw data survey input_Imagination Over Intelligence [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.15249313 | link |
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| christiannationalism_davis2021 | Scale of beliefs regarding Christian nationalism (CC0 1.0) Davis, Nicholas, 2021, "Replication Data for: "The psychometric properties of the Christian nationalism index"", https://doi.org/10.7910/DVN/GUSJEI, Harvard Dataverse, V3, UNF:6:dG70IBvQy+c6WMc/y+utjw== [fileUNF] Davis, N. T. (2023). The psychometric properties of the Christian nationalism scale. Politics and Religion, 16(1), 1-26. | link |
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| chriswell_2023_organizing_formal conjoint · source = "conj" |
Paired text-vignette experiment in which 966 Mexico City residents (online survey, Aug 2021) rated two colonias described by a problem, the neighbours' response, whether a regular neighbours' group was formed, and the result; outcomes: difficulty of organizing without the government and to ask the government for help (1-5 each). (CC0 1.0) Chriswell, K., & Huberts, A. (2023). Collective action infrastructure: The downstream effects of urban neighborhood organizing. Comparative Political Studies. | link |
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| chriswell_2023_organizing_pairs conjoint · source = "conj" |
Paired text-vignette experiment in which 1,071 Mexico City residents (online survey, Aug 2021) rated two colonias described by a neighbourhood problem, the neighbours' response and its result, for two vignette sets; outcomes: how difficult organizing around a new problem would be (1-5) and whether the neighbours would organize (0/1). (CC0 1.0) Chriswell, K., & Huberts, A. (2023). Collective action infrastructure: The downstream effects of urban neighborhood organizing. Comparative Political Studies. | link |
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| chu_2020_intent_consequences_college conjoint · source = "conj" |
328 US university-lab respondents each read one wartime-conduct vignette that varied the action's consequence (positive or negative) and the target (civilian or UNESCO site), and rated intentionality and immorality. (CC0 1.0) Chu, J. A., Holmes, M., & Traven, D. (2020). Inferring intentions from consequences: How moral judgments shape citizen perceptions of wartime conduct. Journal of Experimental Political Science, 8(2). | link |
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| chu_2020_intent_consequences_mturk conjoint · source = "conj" |
783 MTurk respondents each read one wartime-conduct vignette that varied the action's consequence (positive or negative), the target (civilian or UNESCO site) and severity (low or high), and rated intentionality, immorality and responsibility. (CC0 1.0) Chu, J. A., Holmes, M., & Traven, D. (2020). Inferring intentions from consequences: How moral judgments shape citizen perceptions of wartime conduct. Journal of Experimental Political Science, 8(2). | link |
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| chu_2024_democracy_eg conjoint · source = "conj" |
Respondents in Egypt (n = 1,008) compared 3 pairs of hypothetical countries described by 9 three-level attributes (elections, civil liberties, executive constraints, populism, obedience, economic and gender equality, expert influence, direct democracy); outcomes: which country is more democratic, and a 1-10 democracy rating of each. One of six country tables from the same study. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2024). People consistently view elections and civil liberties as key components of democracy. Science, 386(6719), 291-296. | link |
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| chu_2024_democracy_in conjoint · source = "conj" |
Respondents in India (n = 1,022) compared 3 pairs of hypothetical countries described by 9 three-level attributes (elections, civil liberties, executive constraints, populism, obedience, economic and gender equality, expert influence, direct democracy); outcomes: which country is more democratic, and a 1-10 democracy rating of each. One of six country tables from the same study. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2024). People consistently view elections and civil liberties as key components of democracy. Science, 386(6719), 291-296. | link |
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| chu_2024_democracy_it conjoint · source = "conj" |
Respondents in Italy (n = 1,047) compared 3 pairs of hypothetical countries described by 9 three-level attributes (elections, civil liberties, executive constraints, populism, obedience, economic and gender equality, expert influence, direct democracy); outcomes: which country is more democratic, and a 1-10 democracy rating of each. One of six country tables from the same study. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2024). People consistently view elections and civil liberties as key components of democracy. Science, 386(6719), 291-296. | link |
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| chu_2024_democracy_jp conjoint · source = "conj" |
Respondents in Japan (n = 1,012) compared 3 pairs of hypothetical countries described by 9 three-level attributes (elections, civil liberties, executive constraints, populism, obedience, economic and gender equality, expert influence, direct democracy); outcomes: which country is more democratic, and a 1-10 democracy rating of each. One of six country tables from the same study. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2024). People consistently view elections and civil liberties as key components of democracy. Science, 386(6719), 291-296. | link |
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| chu_2024_democracy_th conjoint · source = "conj" |
Respondents in Thailand (n = 1,036) compared 3 pairs of hypothetical countries described by 9 three-level attributes (elections, civil liberties, executive constraints, populism, obedience, economic and gender equality, expert influence, direct democracy); outcomes: which country is more democratic, and a 1-10 democracy rating of each. One of six country tables from the same study. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2024). People consistently view elections and civil liberties as key components of democracy. Science, 386(6719), 291-296. | link |
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| chu_2024_democracy_us conjoint · source = "conj" |
Respondents in United States (n = 1,024) compared 3 pairs of hypothetical countries described by 9 three-level attributes (elections, civil liberties, executive constraints, populism, obedience, economic and gender equality, expert influence, direct democracy); outcomes: which country is more democratic, and a 1-10 democracy rating of each. One of six country tables from the same study. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2024). People consistently view elections and civil liberties as key components of democracy. Science, 386(6719), 291-296. | link |
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| chu_2025_democracy_tradeoff_eg conjoint · source = "conj" |
1,008 Egyptian adults (Qualtrics panel with quotas, Sep 2023) chose between 3 pairs of hypothetical countries varying 10 attributes (leader selection, civil liberties, leader constraints, corruption, national economy, own wealth, public safety, health care, minority treatment, own group status) on where they would prefer to be born and grow up, and rated each country 1-7 on how happy they would be to have grown up there. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2025). Are people willing to trade away democracy for desirable outcomes? Experimental evidence from six countries. Comparative Political Studies. | link |
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| chu_2025_democracy_tradeoff_in conjoint · source = "conj" |
1,022 Indian adults (Qualtrics panel with quotas, Sep 2023) chose between 3 pairs of hypothetical countries varying 10 attributes (leader selection, civil liberties, leader constraints, corruption, national economy, own wealth, public safety, health care, minority treatment, own group status) on where they would prefer to be born and grow up, and rated each country 1-7 on how happy they would be to have grown up there. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2025). Are people willing to trade away democracy for desirable outcomes? Experimental evidence from six countries. Comparative Political Studies. | link |
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| chu_2025_democracy_tradeoff_it conjoint · source = "conj" |
1,047 Italian adults (Qualtrics panel with quotas, Sep 2023) chose between 3 pairs of hypothetical countries varying 10 attributes (leader selection, civil liberties, leader constraints, corruption, national economy, own wealth, public safety, health care, minority treatment, own group status) on where they would prefer to be born and grow up, and rated each country 1-7 on how happy they would be to have grown up there. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2025). Are people willing to trade away democracy for desirable outcomes? Experimental evidence from six countries. Comparative Political Studies. | link |
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| chu_2025_democracy_tradeoff_jp conjoint · source = "conj" |
1,012 Japanese adults (Qualtrics panel with quotas, Sep 2023) chose between 3 pairs of hypothetical countries varying 10 attributes (leader selection, civil liberties, leader constraints, corruption, national economy, own wealth, public safety, health care, minority treatment, own group status) on where they would prefer to be born and grow up, and rated each country 1-7 on how happy they would be to have grown up there. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2025). Are people willing to trade away democracy for desirable outcomes? Experimental evidence from six countries. Comparative Political Studies. | link |
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| chu_2025_democracy_tradeoff_th conjoint · source = "conj" |
1,037 Thai adults (Qualtrics panel with quotas, Sep 2023) chose between 3 pairs of hypothetical countries varying 10 attributes (leader selection, civil liberties, leader constraints, corruption, national economy, own wealth, public safety, health care, minority treatment, own group status) on where they would prefer to be born and grow up, and rated each country 1-7 on how happy they would be to have grown up there. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2025). Are people willing to trade away democracy for desirable outcomes? Experimental evidence from six countries. Comparative Political Studies. | link |
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| chu_2025_democracy_tradeoff_us conjoint · source = "conj" |
1,024 US adults (Qualtrics panel with quotas, May 2023) chose between 3 pairs of hypothetical countries varying 10 attributes (leader selection, civil liberties, leader constraints, corruption, national economy, own wealth, public safety, health care, minority treatment, own group status) on where they would prefer to be born and grow up, and rated each country 1-7 on how happy they would be to have grown up there. (CC0 1.0) Chu, J. A., Williamson, S., & Yeung, E. S. F. (2025). Are people willing to trade away democracy for desirable outcomes? Experimental evidence from six countries. Comparative Political Studies. | link |
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| chuang_2018_disease_checklist | Chronic-disease binary checklist, older persons in long-term care, 10 items, 0/1, N=60 (CC BY 4.0) Chuang, H.-W., et al. (2018). Effectiveness of Story-Centred Care Intervention Program in older persons living in long-term care facilities: A randomized, longitudinal study. PLOS ONE. | link |
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| chuemchit_2024_nonpartner_violence | Non-partner violence by type (economic/cyber/psychological/physical/sexual), 5 items, binary, N=494 (CC BY 4.0) Chuemchit, M., et al. (2024). Discrimination and violence against women migrant workers in Thailand during the COVID-19 pandemic: A mixed-methods study. PLOS ONE. | link |
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| chuemchit_2024_partner_violence | Partner violence by type (economic/cyber/psychological/physical/sexual), 5 items, binary, N=405 (CC BY 4.0) Chuemchit, M., et al. (2024). Discrimination and violence against women migrant workers in Thailand during the COVID-19 pandemic: A mixed-methods study. PLOS ONE. | link |
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| chukwu_2026_academic_self_efficacy | Eight academic self-efficacy items, 974 university lecturers, 1-5 agreement. Item text not shipped: anchors present, stems absent from the deposit. (CC BY 4.0) Chukwu, D. U., Omeh, C. B., & Mashile, O. E. (2026). Help-Seeking Orientation and Academic Self-Efficacy among University Lecturers: The Mediating Roles of AI Literacy and AI Competency [Dataset]. Zenodo. | link |
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| chukwu_2026_ai_competency | Four AI-competency items, 974 university lecturers, 1-5 agreement. Item text not shipped: anchors present, stems absent from the deposit. (CC BY 4.0) Chukwu, D. U., Omeh, C. B., & Mashile, O. E. (2026). Help-Seeking Orientation and Academic Self-Efficacy among University Lecturers: The Mediating Roles of AI Literacy and AI Competency [Dataset]. Zenodo. | link |
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| chukwu_2026_ai_literacy | Six AI-literacy items, 974 university lecturers, 1-5 agreement. Item text not shipped: anchors present, stems absent from the deposit. (CC BY 4.0) Chukwu, D. U., Omeh, C. B., & Mashile, O. E. (2026). Help-Seeking Orientation and Academic Self-Efficacy among University Lecturers: The Mediating Roles of AI Literacy and AI Competency [Dataset]. Zenodo. | link |
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| chukwu_2026_help_seeking_attitude | Eight items on help-seeking orientation among 974 university lecturers, 1-5 agreement. Item text not shipped: the deposit carries response anchors but no item stems. (CC BY 4.0) Chukwu, D. U., Omeh, C. B., & Mashile, O. E. (2026). Help-Seeking Orientation and Academic Self-Efficacy among University Lecturers: The Mediating Roles of AI Literacy and AI Competency [Dataset]. Zenodo. | link |
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| chukwu_2026_trust_in_ai | Eight trust-in-AI items, 974 university lecturers, 1-5 agreement. The deposit codes these TAS1-8, which collides with the rights register's Toronto Alexithymia Scale row by code name only; the construct is trust in AI. Item text not shipped: anchors present, stems absent. (CC BY 4.0) Chukwu, D. U., Omeh, C. B., & Mashile, O. E. (2026). Help-Seeking Orientation and Academic Self-Efficacy among University Lecturers: The Mediating Roles of AI Literacy and AI Competency [Dataset]. Zenodo. | link |
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| cifar10h | CIFAR-10H: 2,571 MTurk annotators each labelled 200 CIFAR-10 test images with one of the ten CIFAR-10 classes (514,200 labels, 10,000 images); resp = 1 if the chosen class matches the CIFAR-10 label, resp_raw = the class chosen. (CC BY-NC-SA 4.0) Peterson, J. C., Battleday, R. M., Griffiths, T. L., & Russakovsky, O. (2019). Human uncertainty makes classification more robust. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 9617-9626. | link |
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| cifar10h_nom nominal · source = "nom" |
Nominal companion of cifar10h: CIFAR-10H human labels of the 10,000 CIFAR-10 test images, 2,571 annotators; text = class chosen (10 classes), resp = 1 if it matches the CIFAR-10 label (itemcov_true_category). (CC BY-NC-SA 4.0) Peterson, J. C., Battleday, R. M., Griffiths, T. L., & Russakovsky, O. (2019). Human uncertainty makes classification more robust. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 9617-9626. | link |
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| cinar_tanriverdi_2023_gad7 | GAD-7 (7 items), Turkish medical students (CC BY 4.0) Cinar Tanriverdi E, Yilmaz S, Cayir Y (2023). Evaluation the validity and reliability of the perceived medical school stress scale in Turkish medical students. PLOS ONE, 18(8), e0288769. https://doi.org/10.1371/journal.pone.0288769 | link |
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| cinar_tanriverdi_2023_pmss | Perceived Medical School Stress scale (13 items, the paper's focal instrument), Turkish medical students, main + retest wave (CC BY 4.0) Cinar Tanriverdi E, Yilmaz S, Cayir Y (2023). Evaluation the validity and reliability of the perceived medical school stress scale in Turkish medical students. PLOS ONE, 18(8), e0288769. https://doi.org/10.1371/journal.pone.0288769 | link |
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| cisneros_2023_digital_competence | Teaching digital competence self-assessment, 22 indicators in four dimensions, five ordered proficiency levels (0 no iniciado - 4 transformador); N = 511 Ecuadorian university lecturers; cov_gender, cov_years_experience, cov_age, cov_faculty, cov_employment, cov_dedication, cov_doctorate. (CC BY 4.0) Cisneros Barahona, A., Márques Molías, L., & Samaniego Erazo, N. (2023). Data availability. Multivariate data analysis. Validation of an instrument for the evaluation of teaching digital competence. Zenodo. https://doi.org/10.5281/zenodo.10055380 | link |
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| claassen_2026_democratic_backsliding conjoint · source = "conj" |
Online samples in the United States, South Korea and Poland (n = 6,054) chose between two hypothetical candidates in each of 12 tasks; candidates varied in age, gender, background, party, views on tax and spending, gender policy and anti- or pro-democratic positions (polling stations, court rulings, prosecuting journalists). (CC0 1.0) Claassen, C. (2026). Voting for democracy? Testing political-cultural constraints on democratic backsliding. Public Opinion Quarterly. | link |
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| clark_2018_strength_study2 competitions · source = "comp" |
Clark et al. (2018) Study 2: raters chose which of two photos of men looked physically stronger. 7,835 decisions on 82 photos by 96 raters; agent_a = photo chosen. Study 1 is already in IRW as elochoice_physical. (CC BY 4.0) Clark, A. P., Howard, K. L., Woods, A. T., Penton-Voak, I. S., & Neumann, C. (2018). Why rate when you could compare? Using the 'EloChoice' package to assess pairwise comparisons of perceived physical strength. PLOS ONE, 13(1), e0190393. | link |
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| clarke_2021_birth_weight conjoint · source = "conj" |
US MTurk workers (two waves, 2016 and 2018; n = 2,005, of whom 1,894 form the authors' analysis sample) chose between two hypothetical hospital birth scenarios of a first child in 7 paired tasks, varying the baby's sex, birth weight, season of birth and out-of-pocket cost. (CC0 1.0) Clarke, D., Oreffice, S., & Quintana-Domeque, C. (2021). On the value of birth weight. Oxford Bulletin of Economics and Statistics, 83(5), 1130-1159. | link |
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| clarke_2022_plagiarism_attitude | Attitudes towards plagiarism, 10 statements dichotomised by the depositors (1 = agree/strongly agree, 0 = disagree/strongly disagree), from an online survey of 330 university students at 40 universities in Rwanda (Feb-Apr 2021). Covariates: age, programme length, year of study, final-year student. (CC BY 4.0) Clarke, O., Chan, W. Y. D., Bukuru, S., Logan, J., & Wong, R. (2023). Assessing knowledge of and attitudes towards plagiarism and ability to recognize plagiaristic writing among university students in Rwanda. Higher Education, 85, 247-263. https://doi.org/10.1007/s10734-022-00830-y | link |
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| clarke_2022_plagiarism_knowledge | Plagiarism knowledge quiz, 10 items scored 0/1 (1 = correct), from an online survey of 330 university students at 40 universities in Rwanda (Feb-Apr 2021). Covariates: age, programme length, year of study, final-year student. (CC BY 4.0) Clarke, O., Chan, W. Y. D., Bukuru, S., Logan, J., & Wong, R. (2023). Assessing knowledge of and attitudes towards plagiarism and ability to recognize plagiaristic writing among university students in Rwanda. Higher Education, 85, 247-263. https://doi.org/10.1007/s10734-022-00830-y | link |
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| clarke_2022_plagiarism_recognition | Recognition of plagiaristic writing: 5 writing excerpts, each scored 0/1 for correctly identifying whether it was plagiarised, from an online survey of 330 university students at 40 universities in Rwanda (Feb-Apr 2021). Covariates: age, programme length, year of study, final-year student. (CC BY 4.0) Clarke, O., Chan, W. Y. D., Bukuru, S., Logan, J., & Wong, R. (2023). Assessing knowledge of and attitudes towards plagiarism and ability to recognize plagiaristic writing among university students in Rwanda. Higher Education, 85, 247-263. https://doi.org/10.1007/s10734-022-00830-y | link |
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| clary_2021_pakistan_candidates conjoint · source = "conj" |
Respondents in Punjab, Khyber Pakhtunkhwa and Sindh (Pakistan, 2015) compared three pairs of hypothetical legislative candidates varying party, biradari or ethnic group, campaign style, agenda and stance toward India, chose one and rated each 1-7; 1,990 respondents. All attributes are stored as the deposit's codes or truncated labels. (CC0 1.0) Clary, C., & Siddiqui, N. (2021). Voters and foreign policy: Evidence from a conjoint experiment in Pakistan. Foreign Policy Analysis, 17(2), orab001. | link |
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| claudy_2022_hiring_criteria_importance | Importance of procedural criteria when choosing an interviewer (Study 3), 7 items, 1 not at all important .. 5 extremely important. 318 Prolific workers (2021) who passed the attention check; the randomised high/low-status vignette arm is not carried. Covariates: gender, age, race/ethnicity, years of work experience. (CC BY 4.0) Claudy MC, Aquino K, Graso M (2022). Artificial intelligence can't be charmed: The effects of impartiality on laypeople's algorithmic preferences. Frontiers in Psychology 13:898027. | link |
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| claudy_2022_procedure_judgments | Human versus AI hiring procedure judgments (Study 1), 8 sliders 'In your opinion, which decision procedure would...' (give you a better chance, be fairer, more impartial, more ethical, give you more control, be more respectful, involve better communication, be more transparent), -10 = the human HR manager .. +10 = the AI. 120 US adults recruited on Prolific, 2020. Covariates: gender, age, political affiliation. (CC BY 4.0) Claudy MC, Aquino K, Graso M (2022). Artificial intelligence can't be charmed: The effects of impartiality on laypeople's algorithmic preferences. Frontiers in Psychology 13:898027. | link |
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| clayton_2021_france_immigrants conjoint · source = "conj" |
French adults (Qualtrics online panel, Dec 2017-Jan 2018; 1,500 respondents) chose which of two hypothetical immigrants should be admitted to live in France, over 10 pairs described by nine attributes shown in French. (CC0 1.0) Clayton, K., Ferwerda, J., & Horiuchi, Y. (2021). Exposure to immigration and admission preferences: Evidence from France. Political Behavior, 43(1), 175-200. | link |
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| clayton_2025_gender_quotas conjoint · source = "conj" |
Respondents in 12 democracies read one news vignette about a newly elected municipal council (all men, gender-balanced, or gender-balanced under a quota rule) that adopted a policy on sexual harassment or animal mistreatment, then rated the decision's substantive and procedural legitimacy on 1-4 scales. n = 16,427 across ten survey files. (CC0 1.0) Clayton, A., O'Brien, D. Z., & Piscopo, J. M. (2025). Electoral gender quotas and democratic legitimacy. American Political Science Review. | link |
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| clemente_2019_lying_court | Custody-dispute vignette, willingness to make 11 false statements in court against the ex-partner (Lying1-11, 1-4). 1,097 Spanish adults, all separated parents of underage children (incidental online sample). Covariates: sex code, age band, number-of-children band. (CC BY 4.0) Clemente M, Espinosa P, Padilla D (2019). Moral disengagement and willingness to behave unethically against ex-partner in a child custody dispute. PLOS ONE 14(3): e0213662. | link |
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| clemente_2019_npi | Narcissistic Personality Inventory (NPI-40), Spanish version, 40 items, 1 strongly disagree to 6 strongly agree. 1,097 Spanish adults, all separated parents of underage children (incidental online sample). Covariates: sex code, age band, number-of-children band. (CC BY 4.0) Clemente M, Espinosa P, Padilla D (2019). Moral disengagement and willingness to behave unethically against ex-partner in a child custody dispute. PLOS ONE 14(3): e0213662. | link |
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| clemente_2019_pmd | Propensity to Morally Disengage scale (PMD, Moore et al. 2012), 24 items, 1 strongly disagree to 7 strongly agree, Spanish. 1,097 Spanish adults, all separated parents of underage children (incidental online sample). Covariates: sex code, age band, number-of-children band. (CC BY 4.0) Clemente M, Espinosa P, Padilla D (2019). Moral disengagement and willingness to behave unethically against ex-partner in a child custody dispute. PLOS ONE 14(3): e0213662. | link |
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| clemente_2019_retaliation | Custody-dispute vignette, willingness to take 7 retaliatory actions against the ex-partner (Retaliation1-7, 1-4). 1,097 Spanish adults, all separated parents of underage children (incidental online sample). Covariates: sex code, age band, number-of-children band. (CC BY 4.0) Clemente M, Espinosa P, Padilla D (2019). Moral disengagement and willingness to behave unethically against ex-partner in a child custody dispute. PLOS ONE 14(3): e0213662. | link |
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| clemente_2024_attitude_father | Negative attitudes toward the children's father after divorce, 10 author-written items, 1 (completely disagree) to 5 (completely agree). 414 divorced parents and members of the children's extended families in Spain (259) and Peru (155), Spanish administration. (CC BY 4.0) Clemente M, Espinosa P, Aguilar-Valera JA, Guevara-Cordero C (2024). The Eye of the Beholder: Attitudes toward divorced parents and perception of children's happiness in Peru and Spain. Heliyon, 10(16), e36260. https://doi.org/10.1016/j.heliyon.2024.e36260 | link |
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| clemente_2024_attitude_mother | Negative attitudes toward the children's mother after divorce, 10 author-written items, 1 (completely disagree) to 5 (completely agree). 414 divorced parents and members of the children's extended families in Spain (259) and Peru (155), Spanish administration. (CC BY 4.0) Clemente M, Espinosa P, Aguilar-Valera JA, Guevara-Cordero C (2024). The Eye of the Beholder: Attitudes toward divorced parents and perception of children's happiness in Peru and Spain. Heliyon, 10(16), e36260. https://doi.org/10.1016/j.heliyon.2024.e36260 | link |
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| clemente_2024_pmd | Propensity to Morally Disengage scale (PMD-8; Spanish), 8 items named by mechanism, 1 (totally disagree) to 7 (totally agree). 414 divorced parents and members of the children's extended families in Spain (259) and Peru (155), Spanish administration. (CC BY 4.0) Clemente M, Espinosa P, Aguilar-Valera JA, Guevara-Cordero C (2024). The Eye of the Beholder: Attitudes toward divorced parents and perception of children's happiness in Peru and Spain. Heliyon, 10(16), e36260. https://doi.org/10.1016/j.heliyon.2024.e36260 | link |
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| clemente_2024_sd4 | Short Dark Tetrad (SD4; Spanish), 28 items (Machiavellianism, narcissism, psychopathy, sadism), 1-5. 414 divorced parents and members of the children's extended families in Spain (259) and Peru (155), Spanish administration. (CC BY 4.0) Clemente M, Espinosa P, Aguilar-Valera JA, Guevara-Cordero C (2024). The Eye of the Beholder: Attitudes toward divorced parents and perception of children's happiness in Peru and Spain. Heliyon, 10(16), e36260. https://doi.org/10.1016/j.heliyon.2024.e36260 | link |
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| clifford_2018_police_blame | Blame attribution and trust toward police in police violence scenario (experimental survey); N=2759; includes blame, law knowledge, and trust items (CC0 1.0) Boudreau, C.; MacKenzie, S.; Simmons, D. (2019). Police Violence and Public Perceptions: An Experimental Study of How Information and Endorsements Affect Support for Law Enforcement. The Journal of Politics 81(3): 1101-1110. DOI: 10.1086/703540 | link |
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| climatechange_geiger_2025 | Item-response data on pluralistic ignorance in the context of climate change, which also records treatment assignment (CC BY 4.0) Geiger, S. J., Köhler, J. K., Delabrida, Z. N. C., Garduño-Realivazquez, K. A., Haugestad, C. a. P., Imada, H., Iyer, A., Maharja, C., Mann, D. C., Marczak, M., Melville, O., Nijssen, S. R. R., Powdthavee, N., Praptiwi, R. A., Ranade, G., Rosa, C. D., Vitale, V., Winkowska, M., Zhang, L., & White, M. P. (2025). What we think others think and do about climate change: a multicountry test of pluralistic ignorance and Public-Consensus messaging. Psychological Science. https://doi.org/10.1177/09567976251335585 | link |
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| clipa_2025_mslq | Data for learning and motivation in H E. IRW table clipa_2025_mslq: 225 respondents x 81 items, 18224 responses. (CC BY 4.0) Clipa, O.; Cosma, M. (2025). Data for learning and motivation in H E. Mendeley Data, V1. | link |
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| close_relationships | Data from an interactive version of the Experinces in Close Relationships Scale by Kelly Brennan, Catherine Clark and Phillip Shaver. (CC BY 4.0) (2018). Experiences in Close Relationships Scale [dataset and codebook]. http://openpsychometrics.org/_rawdata/ECR-data-1March2018.zip | link |
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| cmq_kay_2025 | Item-level responses from the Conspiracy Mentality Questionnaire (CMQ), adminstered twice in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| codella_2020_school_efficacy | School self-efficacy scale, 12 items on a 1-5 scale, Italian schoolchildren, with motor-fitness covariates (6-minute walk, standing broad jump, 4x10 shuttle) and BMI class. 47,544 responses from 3,962 respondents on 12 items. (CC BY 4.0) Codella R, Puci MV, Vandoni M, Correale L, Galvani C, Togni F, Casolo F, Passi A, Orizio C, Alberti G, Esposito F, Montomoli C, La Torre A (2020). School self-efficacy is affected by gender and motor skills: findings from an Italian study. PeerJ, 8, e8949. https://doi.org/10.7717/peerj.8949 | link |
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| codonhato_2025_achievement_goals | Sixteen achievement-goal items (1-5) answered by 196 Brazilian individual-sport athletes across two samples (cov_dataset), no missing data (Codonhato 2025). The five constructs are the deposit's OWN, named in its description and each matched to its own computed subscale total. Here the totals are ORTASK and OREGO, i.e. task and ego orientation, which the item codes let a user split on. (CC BY 4.0) Codonhato, R. (2025). Doping attitudes in Brazilian athletes dataset [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.29959520.v1 | link |
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| codonhato_2025_doping_attitudes | Seventeen doping-attitude items (1-6) answered by 196 Brazilian individual-sport athletes across two samples (cov_dataset), no missing data (Codonhato 2025). The five constructs are the deposit's OWN, named in its description and each matched to its own computed subscale total. Here the total is DOP. The 17-item 1-6 shape is that of the Performance Enhancement Attitude Scale, which is recorded as a lead rather than a finding. (CC BY 4.0) Codonhato, R. (2025). Doping attitudes in Brazilian athletes dataset [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.29959520.v1 | link |
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| codonhato_2025_morality | Thirteen morality items (1-5) answered by 196 Brazilian individual-sport athletes across two samples (cov_dataset), no missing data (Codonhato 2025). The five constructs are the deposit's OWN, named in its description and each matched to its own computed subscale total. Here the totals are TRAP, ANTIDESP and VITJUS, three subscales. (CC BY 4.0) Codonhato, R. (2025). Doping attitudes in Brazilian athletes dataset [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.29959520.v1 | link |
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| codonhato_2025_passion | Twelve passion items (1-5) answered by 196 Brazilian individual-sport athletes across two samples (cov_dataset), no missing data (Codonhato 2025). The five constructs are the deposit's OWN, named in its description and each matched to its own computed subscale total. Here the totals are PH and PO, paixao harmoniosa and obsessiva, i.e. harmonious and obsessive passion six items each. (CC BY 4.0) Codonhato, R. (2025). Doping attitudes in Brazilian athletes dataset [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.29959520.v1 | link |
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| codonhato_2025_self_efficacy | Nine self-efficacy items (1-5) answered by 196 Brazilian individual-sport athletes across two samples (cov_dataset), no missing data (Codonhato 2025). The five constructs are the deposit's OWN, named in its description and each matched to its own computed subscale total. Here the total is AUTOEF, autoeficacia. (CC BY 4.0) Codonhato, R. (2025). Doping attitudes in Brazilian athletes dataset [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.29959520.v1 | link |
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| coertjens_2021_selfreflections competitions · source = "comp" |
Comparative judgement of 22 medical students' written self-reflections by 8 assessors on the D-PAC platform. One row per comparison; rater = assessor. (CC BY 4.0) Coertjens, L., Lesterhuis, M., De Winter, B., Goossens, M., De Maeyer, S., & Michels, N. (2021). Improving self-reflection assessment practices: comparative judgment as an alternative to rubrics. Teaching and Learning in Medicine, 33(5), 525-535. | link |
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| coffe_2024_quota_fr conjoint · source = "conj" |
1,038 French respondents each chose between two hypothetical parliamentary candidates varying on 7 attributes and rated each candidate's qualification (1-11), after a randomized Control/Parity/Quota framing. (CC0 1.0) Coffé, H., Saha, S., & Weeks, A. C. (2024). Quotas or parity? How the framing of positive action measures impacts public support and backlash. Journal of European Public Policy, 32(10), 2409-2438. | link |
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| coffe_2024_quota_uk conjoint · source = "conj" |
1,734 UK (YouGov) respondents each chose between two hypothetical parliamentary candidates varying on 7 attributes and rated each candidate's qualification (1-11), after a randomized Control/Parity/Quota framing. (CC0 1.0) Coffé, H., Saha, S., & Weeks, A. C. (2024). Quotas or parity? How the framing of positive action measures impacts public support and backlash. Journal of European Public Policy, 32(10), 2409-2438. | link |
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| cog_starcraft_2026 competitions · source = "comp" |
Conference on Games (CoG) StarCraft AI Competition 2026: 14,425 one-on-one games of StarCraft: Brood War between 10 bot entries, one complete round robin run in August 2026 on six maps. The CoG competition had not been held for some years; David Churchill, who runs the AIIDE competition, took it over for 2026, so this is the first edition of a second annual series and its entrants overlap aiide_starcraft_2017_2025 without matching it. One row per game, written winner first as the source writes it, so agent_a wins in every row and winner is the constant "agent_a". score_a/score_b are the two bots' in-game scores, which decide a game only when it reaches the 86,400-frame limit. No homefield column: both bots are given a start location on a shared map, and the source records which LAN machine ran each bot rather than which start position, so there is no side to hold an advantage. Also carries round, map, end_frame (game length in frames, roughly 24 a second), game_end_type, crashed and timeout naming the bot that crashed or lost on frame time, and race_a/race_b -- the race each bot REGISTERED, so a bot registered Random played an unrecorded race per game. (Custom) Churchill, D. (2026). CoG StarCraft AI Competition 2026 results [Data set]. https://davechurchill.ca/starcraft/cog/results/2026/ | link |
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| cogcontrol_gyurkovics_2019_flanker | Cognitive control across adolescence - Resisting distracting flanking arrows to identify a target (CC BY 4.0) Gyurkovics, M., Stafford, T., & Levita, L. (2020). Cognitive control across adolescence: Dynamic adjustments and mind-wandering. Journal of Experimental Psychology: General, 149(6), 1017–1031. https://doi.org/10.1037/xge0000698 | link |
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| cogcontrol_gyurkovics_2019_mwprobe | Cognitive control across adolescence - Self-reported off-task thought during a sustained-attention task (CC BY 4.0) Gyurkovics, M., Stafford, T., & Levita, L. (2020). Cognitive control across adolescence: Dynamic adjustments and mind-wandering. Journal of Experimental Psychology: General, 149(6), 1017–1031. https://doi.org/10.1037/xge0000698 | link |
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| cogcontrol_gyurkovics_2019_sart | Cognitive control across adolescence - Withholding a habitual response to rare no-go digits (CC BY 4.0) Gyurkovics, M., Stafford, T., & Levita, L. (2020). Cognitive control across adolescence: Dynamic adjustments and mind-wandering. Journal of Experimental Psychology: General, 149(6), 1017–1031. https://doi.org/10.1037/xge0000698 | link |
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| cogcontrol_gyurkovics_2019_simon | Cognitive control across adolescence - Ignoring stimulus location when identifying arrow direction (CC BY 4.0) Gyurkovics, M., Stafford, T., & Levita, L. (2020). Cognitive control across adolescence: Dynamic adjustments and mind-wandering. Journal of Experimental Psychology: General, 149(6), 1017–1031. https://doi.org/10.1037/xge0000698 | link |
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| cognitive_children_2026 | Pre- and post-intervention cognitive assessment battery evaluating attention, memory, language, and logical thinking across school-age children (wave 0 = pre, 1 = post) (CC BY 4.0) Carla Alexandra Yandún-Cartagena, Adriana Aroca - Fárez, Daniel Sono Toledo, Cristina Elizabeth Moreno Yandún | link |
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| cognitive_load_klimova_2023_know | Task Knowledge (CC BY 4.0) Klimova, Aigul, Deviatko, Inna, Lebedev, Daniil, and Semenova, Tatiana. Cognitive Load: Fully-labeled or end-labeled scales. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-26. https://doi.org/10.3886/E194063V2 | link |
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| cognitive_load_klimova_2023_masr | Moral Beliefs (CC BY 4.0) Klimova, Aigul, Deviatko, Inna, Lebedev, Daniil, and Semenova, Tatiana. Cognitive Load: Fully-labeled or end-labeled scales. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-26. https://doi.org/10.3886/E194063V2 | link |
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| cognitive_load_klimova_2023_mlq | Meaning in Life Questionnaire (CC BY 4.0) Klimova, Aigul, Deviatko, Inna, Lebedev, Daniil, and Semenova, Tatiana. Cognitive Load: Fully-labeled or end-labeled scales. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-26. https://doi.org/10.3886/E194063V2 | link |
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| cognitive_load_klimova_2023_paas | Cognitive Load (CC BY 4.0) Klimova, Aigul, Deviatko, Inna, Lebedev, Daniil, and Semenova, Tatiana. Cognitive Load: Fully-labeled or end-labeled scales. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-26. https://doi.org/10.3886/E194063V2 | link |
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| cognitive_load_klimova_2023_pwi | Personal Wellbeing (CC BY 4.0) Klimova, Aigul, Deviatko, Inna, Lebedev, Daniil, and Semenova, Tatiana. Cognitive Load: Fully-labeled or end-labeled scales. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-26. https://doi.org/10.3886/E194063V2 | link |
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| cognitive_load_klimova_2023_stomp | Short Test of Musical Preferences (CC BY 4.0) Klimova, Aigul, Deviatko, Inna, Lebedev, Daniil, and Semenova, Tatiana. Cognitive Load: Fully-labeled or end-labeled scales. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-26. https://doi.org/10.3886/E194063V2 | link |
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| cognitive_load_klimova_2023_tbzsg | Situational Judgement (CC BY 4.0) Klimova, Aigul, Deviatko, Inna, Lebedev, Daniil, and Semenova, Tatiana. Cognitive Load: Fully-labeled or end-labeled scales. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-26. https://doi.org/10.3886/E194063V2 | link |
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| coh_goodman_2023_causal_beliefs | Causal Beliefs of Disease (CC BY 4.0) Goodman, Melody, and Kaphingst, Kimberly. Validation of a Pictorial Racial Composition Measure. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-22. https://doi.org/10.3886/E193990V1 | link |
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| coh_goodman_2023_general_survey | General Survey (CC BY 4.0) Goodman, Melody, and Kaphingst, Kimberly. Validation of a Pictorial Racial Composition Measure. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-22. https://doi.org/10.3886/E193990V1 | link |
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| coh_goodman_2023_health_literacy | Health Literacy (CC BY 4.0) Goodman, Melody, and Kaphingst, Kimberly. Validation of a Pictorial Racial Composition Measure. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-22. https://doi.org/10.3886/E193990V1 | link |
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| coh_goodman_2023_racial_comp | Racial Composition Perception (CC BY 4.0) Goodman, Melody, and Kaphingst, Kimberly. Validation of a Pictorial Racial Composition Measure. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-09-22. https://doi.org/10.3886/E193990V1 | link |
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| cohen_2024_poll_watchers_s1 conjoint · source = "conj" |
Study 1 (2021): 1,170 US adults (online panel) compared 6 pairs of polling locations varying poll watchers (state / party / both, with or without badges), voter ID, voting method, campaigning limits, wait time and registration rules; outcomes are which location would run a fairer election and a 1-5 fairness intensity rating of each. (CC0 1.0) Cohen, M. J., & Sheagley, G. (2024). Partisan poll watchers and Americans' perceptions of electoral fairness. Public Opinion Quarterly, 88(SI), 536-560. | link |
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| cohen_2024_poll_watchers_s2 conjoint · source = "conj" |
Study 2 (2022): 1,316 US adults compared 5 pairs of polling locations varying partisan poll watchers (Democratic / Republican / both, with or without badges), voter ID, voting method, campaigning limits, wait time and registration rules; outcomes are which location would have fairer results and a 1-5 fairness intensity rating of each. (CC0 1.0) Cohen, M. J., & Sheagley, G. (2024). Partisan poll watchers and Americans' perceptions of electoral fairness. Public Opinion Quarterly, 88(SI), 536-560. | link |
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| cohen_2024_poll_watchers_s3 conjoint · source = "conj" |
Study 3 conjoint replication: 1,571 US adults compared 3 pairs of polling locations varying partisan poll watchers, voter ID, voting method, campaigning limits, wait time and registration rules; outcome is which location would conduct the election more fairly. (CC0 1.0) Cohen, M. J., & Sheagley, G. (2024). Partisan poll watchers and Americans' perceptions of electoral fairness. Public Opinion Quarterly, 88(SI), 536-560. | link |
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| collegefb_2021and2022 competitions · source = "comp" |
College football results from 2021-2022. (CC0 1.0) NA | link |
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| colombia_2023_politics_anticorruption | Anti-corruption effectiveness and trends (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_attitudes | Agreement with participation and protest (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_belonging | Membership in social organizations (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_bribery | Bribery experience and reporting (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_candidates | Willingness to vote for groups (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_channels | Procedure channels and service quality (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_confidence | Trust in social groups (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_corruption | Perceived corruption levels and factors (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_difficulties | Voting difficulties and electoral security (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_discrimination | Experiences of discrimination by attribute (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_guarantees | Perceived protection of civil guarantees (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_hurdles | Difficulties carrying out administrative procedures (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_importance | Importance of life domains (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_meaning | Associations with concept of democracy (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_mechanisms | Participation mechanisms known, used, effective (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_media | Following politics through media (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_neighbors | Unwanted neighbor social groups (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_network | Unwanted neighbor social groups (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_organizations | Contact with organizations past year (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_party | Party identification and ideology (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_prevention | Awareness of state protection actions (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_problems | Community problems and collective organizing (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_procedures | Administrative procedures with public entities (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_protection | Rights-protection instruments known and effective (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_reasons | Reasons for using participation mechanisms (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_registration | Voter registration 2022 and reasons (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_requisites | Democracy requisites, importance, satisfaction (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_rights | Political system voice and influence (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_risks | Perceived community security risks (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_spaces | Participation spaces effectiveness and use (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_transparency | Perceived vote-count transparency (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_trust | Trust in public institutions (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_voting | Voter turnout 2022 and reasons (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colombia_2023_politics_wellbeing | Life satisfaction and punishing unfairness (Custom) Survey of Political Culture - ECP - 2023 | link |
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| colomer_perez_2021_asa | Self-care appraisal in nursing assistant students: Appraisal of Self-Care Agency (ASA-A) and Sense of Coherence (SOC-13) (CC BY 4.0) Colomer-Perez, N., Useche, S. A. et al. (2021). Self-care appraisal in nursing assistant students: Adaptation, validation, and evaluation of the influencing sociodemographic factors. PLOS ONE. https://doi.org/10.1371/journal.pone.0260827 | link |
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| colomer_perez_2021_soc13 | Self-care appraisal in nursing assistant students: Appraisal of Self-Care Agency (ASA-A) and Sense of Coherence (SOC-13) (CC BY 4.0) Colomer-Perez, N., Useche, S. A. et al. (2021). Self-care appraisal in nursing assistant students: Adaptation, validation, and evaluation of the influencing sociodemographic factors. PLOS ONE. https://doi.org/10.1371/journal.pone.0260827 | link |
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| comeau_2015_climate_beliefs | Five agreement items on climate change and Canada's role, rated 1 Strongly disagree to 5 Strongly agree. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_decision_considerations | Six considerations the respondent believes should matter in energy decision-making, each rated 1 Not at all important to 5 Very important. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_energy_attitudes | Thirteen agreement items on energy development, consumption and governance, shown over two screens and answered by every respondent, rated 1 Strongly disagree to 5 Strongly agree. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_energy_literacy | Four multiple-choice energy-knowledge items scored correct (1) or incorrect (0): which household activity requires the least energy, what is impossible under the conservation of energy, what 'renewable' means, and what a 35%-efficient power plant means. "Don't know" scores 0. The answer key was rebuilt from the raw responses because the deposit's own correctness columns are row-shuffled; their marginal totals, which are correct, confirm the key. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_energy_literacy_sureness | How sure the respondent was of each of the four energy-knowledge answers, rated 1 Not at all sure, 2 Somewhat sure, 3 Sure. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_energy_participation | Eight forms of public participation on energy issues in the last three years, each answered 1 Have done it, 2 Haven't but willing, 3 Haven't and unwilling. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_energy_source_knowledge | Self-rated knowledge of eleven energy sources (oil sands, wind, hydroelectric, shale gas, geothermal, nuclear, coal, solar, bioenergy, conventional oil, conventional natural gas), each rated 1 Nothing to 5 A lot. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_energy_source_support | Support for further development of the same eleven energy sources, each rated 1 Strongly oppose to 5 Strongly support. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_environmental_values | Eight agreement items on nature, fragility and human connectedness, rated 1 Strongly disagree to 5 Strongly agree. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_home_energy_intentions | Stated likelihood of three home energy actions in the next year, rated 1 Definitely not to 4 Definitely. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_home_energy_knowledge | Self-rated knowledge of five home and transportation energy-use options, each rated 1 Nothing to 5 A lot. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_information_trust | Trust in nine sources of information on energy issues, each rated 1 Strongly distrust to 5 Strongly trust. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_participation_barriers | Nine possible barriers to participating in energy discussions, each rated 1 Not a barrier, 2 Somewhat a barrier, 3 Very much a barrier. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| comeau_2015_provincial_process | Six agreement items on how the respondent's province handles energy decisions, rated 1 Strongly disagree to 5 Strongly agree. 3,000 Canadians surveyed in November 2014 for the Energy Literacy and Citizenship in Canada study; covariates cover gender, age band, province, community type, education, household income band, home tenure, first language and a 1-7 political-views code. (CC BY 4.0) Comeau, L., Beckley, T., Parkins, J., & Stedman, R. (2015). Energy Literacy Survey [Data set]. Borealis. https://doi.org/10.7939/DVN/10302 | link |
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| concretewords | Concreteness (is word's meaning understood through perception and action) of expressions (CC BY 4.0) Muraki, E. J., Abdalla, S., Brysbaert, M., & Pexman, P. M. (2023). Concreteness ratings for 62,000 English multiword expressions. Behavior Research Methods, 55(5), 2522-2531. | link |
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| condon_2010_sapa_ipip | 99 of the 100 IPIP Big Five Factor Markers (Goldberg 1999) answered by 114,016 SAPA-Project participants between 4 April 2006 and 18 August 2010, resp 1-6 very inaccurate to very accurate. SAPA administers a random subset of the bank to each participant, so missingness is by design (median 48 items answered). (CC0 1.0) Condon, D. M., & Revelle, W. Selected personality data from the SAPA-Project: 04Apr2006 to 18Aug2010 [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/H9RQD6 | link |
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| condon_2024_sapa_personality | Pooled SAPA-Project personality item responses, 2017-2024 annual releases (1M-respondent random sample) (CC0 1.0) Condon, D. M., & Revelle, W. (2017-2024). Selected personality data from the SAPA-Project, 7 annual releases (07Feb2017-12Jan2024). Harvard Dataverse. https://doi.org/10.7910/DVN/PNGUT5; https://doi.org/10.7910/DVN/7A9YMV; https://doi.org/10.7910/DVN/FUUB2Q; https://doi.org/10.7910/DVN/YOEEDQ; https://doi.org/10.7910/DVN/JOGYUD; https://doi.org/10.7910/DVN/BVF52I; https://doi.org/10.7910/DVN/3BTT82 | link |
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| condon_2025_caq | Revised Creative Achievement Questionnaire (CAQ) from the SAPA project: 81 check-all-that-apply achievement statements across 10 domains (inventions, music, theater/film, science, creative writing, dance, cooking, visual art, humor, architecture/design), scored 1 checked / 0 not checked; N = 5,650 online respondents. No covariates in the deposit's CAQ file. (CC0 1.0) Condon, D., Zabelina, D., & Revelle, W. (2025). Reproducibility Data for: Creative Achievement and Individual Differences (V5). Harvard Dataverse. https://doi.org/10.7910/DVN/2IBBMG | link |
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| condon_2025_caq_freq | CAQ frequency follow-ups from the SAPA project: 59 'how many times' items (1-7) asked only when the matching achievement box was checked; N = 4,778 respondents with at least one follow-up. Companion to condon_2025_caq (same ids). (CC0 1.0) Condon, D., Zabelina, D., & Revelle, W. (2025). Reproducibility Data for: Creative Achievement and Individual Differences (V5). Harvard Dataverse. https://doi.org/10.7910/DVN/2IBBMG | link |
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| conner_2017_bfi | Big Five Inventory (44 items, 1-5), baseline only, N=171. (CC BY 4.0) Conner TS, Brookie KL, Carr AC, Mainvil LA, Vissers MCM (2017). Let them eat fruit! The effect of fruit and vegetable consumption on psychological well-being in young adults: A randomized controlled trial. PLOS ONE 12(2):e0171206. | link |
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| conner_2017_cesd | CES-D (20 items, 0-3), baseline/follow-up, fruit-and-vegetable RCT, N=171. (CC BY 4.0) Conner TS, Brookie KL, Carr AC, Mainvil LA, Vissers MCM (2017). Let them eat fruit! The effect of fruit and vegetable consumption on psychological well-being in young adults: A randomized controlled trial. PLOS ONE 12(2):e0171206. | link |
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| conner_2017_curiosity | Curiosity and Exploration Inventory (10 items, 1-5), baseline/follow-up, N=171. (CC BY 4.0) Conner TS, Brookie KL, Carr AC, Mainvil LA, Vissers MCM (2017). Let them eat fruit! The effect of fruit and vegetable consumption on psychological well-being in young adults: A randomized controlled trial. PLOS ONE 12(2):e0171206. | link |
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| conner_2017_flourishing | Flourishing Scale (8 items, 1-7), baseline/follow-up, N=171. (CC BY 4.0) Conner TS, Brookie KL, Carr AC, Mainvil LA, Vissers MCM (2017). Let them eat fruit! The effect of fruit and vegetable consumption on psychological well-being in young adults: A randomized controlled trial. PLOS ONE 12(2):e0171206. | link |
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| conner_2017_hads_anxiety | HADS Anxiety subscale (7 items, 0-3), baseline/follow-up, N=171. (CC BY 4.0) Conner TS, Brookie KL, Carr AC, Mainvil LA, Vissers MCM (2017). Let them eat fruit! The effect of fruit and vegetable consumption on psychological well-being in young adults: A randomized controlled trial. PLOS ONE 12(2):e0171206. | link |
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| conner_2017_lot | Life Orientation Test (6 items, 1-7), baseline/follow-up, N=171. (CC BY 4.0) Conner TS, Brookie KL, Carr AC, Mainvil LA, Vissers MCM (2017). Let them eat fruit! The effect of fruit and vegetable consumption on psychological well-being in young adults: A randomized controlled trial. PLOS ONE 12(2):e0171206. | link |
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| conner_2017_vitality | SF-36 Vitality (energy/fatigue) subscale, 4 items scored 0-100 in steps of 20 (6 ordinal levels), baseline/follow-up, N=171. The 'worn out' and 'tired' items are stored already reverse-scored. (CC BY 4.0) Conner TS, Brookie KL, Carr AC, Mainvil LA, Vissers MCM (2017). Let them eat fruit! The effect of fruit and vegetable consumption on psychological well-being in young adults: A randomized controlled trial. PLOS ONE 12(2):e0171206. | link |
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| connor_2022_cc_knowledge | Climate change knowledge, 8 true/false statements (with a don't-know option), scored 1 correct / 0 incorrect or don't know; raw answer in resp_raw. 410 rice consumers in Vietnam. Covariate: age. (CC0 1.0) Connor M, Cuong OQ, Demont M, Sander BO, Nelson K (2022). The influence of climate change knowledge on consumer valuation of sustainably produced rice in Vietnam. Sustainable Production and Consumption, 31. https://doi.org/10.1016/j.spc.2022.01.034 | link |
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| connor_2022_rice_attributes | Importance of ethical (8 items), ecological (6) and low-emission (6) production claims when buying rice, 1 completely disagree - 6 fully agree. 410 rice consumers in Vietnam. Covariate: age. (CC0 1.0) Connor M, Cuong OQ, Demont M, Sander BO, Nelson K (2022). The influence of climate change knowledge on consumer valuation of sustainably produced rice in Vietnam. Sustainable Production and Consumption, 31. https://doi.org/10.1016/j.spc.2022.01.034 | link |
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| conrad_2013_exploitation_client_financial | Self-report interview data from adults aged 60+ on experiences of financial exploitation (CC BY 4.0) Conrad, Kendon, and Iris, Madelyn. Financial Exploitation and Psychological Abuse of Older Adults in the Chicago Metropolitan Area, 2007-2008 [United States]. Inter-university Consortium for Political and Social Research [distributor], 2013-01-11. https://doi.org/10.3886/ICPSR26881.v1 | link |
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| conrad_2013_exploitation_client_psychology | Self-report interview data from adults aged 60+ substantiated for elder mistreatment, measuring experiences of psychological abuse (CC BY 4.0) Conrad, Kendon, and Iris, Madelyn. Financial Exploitation and Psychological Abuse of Older Adults in the Chicago Metropolitan Area, 2007-2008 [United States]. Inter-university Consortium for Political and Social Research [distributor], 2013-01-11. https://doi.org/10.3886/ICPSR26881.v1 | link |
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| conrad_2013_exploitation_staff_financial | Staff-reported questionnaire data from elder abuse investigators on elder financial exploitation (CC BY 4.0) Conrad, Kendon, and Iris, Madelyn. Financial Exploitation and Psychological Abuse of Older Adults in the Chicago Metropolitan Area, 2007-2008 [United States]. Inter-university Consortium for Political and Social Research [distributor], 2013-01-11. https://doi.org/10.3886/ICPSR26881.v1 | link |
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| conrad_2013_exploitation_staff_psychology | Staff-reported questionnaire data from elder abuse investigators on indicators of psychological abuse among older adults (CC BY 4.0) Conrad, Kendon, and Iris, Madelyn. Financial Exploitation and Psychological Abuse of Older Adults in the Chicago Metropolitan Area, 2007-2008 [United States]. Inter-university Consortium for Political and Social Research [distributor], 2013-01-11. https://doi.org/10.3886/ICPSR26881.v1 | link |
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| conroykrutz_2025_media_restrictions conjoint · source = "conj" |
Respondents in Cote d'Ivoire, Kenya, Nigeria and Uganda (n = 4,920 with at least one answer) each rated four hypothetical scenarios about a media outlet accused of an infraction, varying the funding source, the accuser and the infraction, on how harshly the station should be restricted (1 = nothing to 5 = shut down permanently). (CC0 1.0) Conroy-Krutz, J. (2025). Muzzling the media? Explaining popular support for media restrictions in Africa. The Journal of Politics, 87(3), 1169-1181. | link |
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| consideration_future_consequences | Likert scale responses statements on how actions may effect future consequences (CC BY 4.0) Consideration of Future Consequences Scale [dataset and codebook]. http://openpsychometrics.org/_rawdata/CFCS.zip | link |
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| conspiracy_asd__asd_aq10 | Conspiracy beliefs study — AQ-10 Autistic Traits subscale (10 items, 1-4; N=433). (CC BY 4.0) Webster-Harris C (2025). Conspiracy Belief and the association with autistic traits, schizotypy, cognitive flexibility, and thinking styles. figshare. https://doi.org/10.6084/m9.figshare.30903575.v2 | link |
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| conspiracy_asd__cognitive_flexibility | Conspiracy beliefs study — Cognitive Flexibility Inventory (20 items, 1-7; N=433). (CC BY 4.0) Webster-Harris C (2025). Conspiracy Belief and the association with autistic traits, schizotypy, cognitive flexibility, and thinking styles. figshare. https://doi.org/10.6084/m9.figshare.30903575.v2 | link |
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| conspiracy_asd__conspiracy_gcbs | Conspiracy beliefs study — Generic Conspiracy Beliefs Scale (15 items, 1-5; N=433). (CC BY 4.0) Webster-Harris C (2025). Conspiracy Belief and the association with autistic traits, schizotypy, cognitive flexibility, and thinking styles. figshare. https://doi.org/10.6084/m9.figshare.30903575.v2 | link |
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| conspiracy_asd__schizotypy | Conspiracy beliefs study — Schizotypy subscale (37 items, 1-5; N=433). (CC BY 4.0) Webster-Harris C (2025). Conspiracy Belief and the association with autistic traits, schizotypy, cognitive flexibility, and thinking styles. figshare. https://doi.org/10.6084/m9.figshare.30903575.v2 | link |
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| conspiracy_asd__thinking_styles | Conspiracy beliefs study — Thinking Styles subscale (10 items, 1-5; N=433). (CC BY 4.0) Webster-Harris C (2025). Conspiracy Belief and the association with autistic traits, schizotypy, cognitive flexibility, and thinking styles. figshare. https://doi.org/10.6084/m9.figshare.30903575.v2 | link |
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| content_literacy_intervention_g1 | Items from a randomized trial to improve reading comprehension, science domain knowledge, and reading engagement via literacy inteventions (CC BY 4.0) Kim, J. S., Relyea, J. E., Burkhauser, M. A., Scherer, E., & Rich, P. (2021). Improving elementary grade students’ science and social studies vocabulary knowledge depth, reading comprehension, and argumentative writing: A conceptual replication. Educational Psychology Review, 1-30. | link |
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| contreras_valdez_2022_bsq | Body Shape Questionnaire (BSQ, 16 items), Mexican general population, N=1117 (Study 1 only -- not administered in Study 2) (CC BY 4.0) Contreras-Valdez JA, Freyre M-Á, Mendoza-Flores E (2022). The eating disorder examination questionnaire for adults from the Mexican general population: Reliability and validity. PLOS ONE, 17(4), e0266507. https://doi.org/10.1371/journal.pone.0266507 | link |
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| contreras_valdez_2022_edeq | Eating Disorder Examination Questionnaire (EDE-Q, 28 items), Mexican general population, N=2090 (2 studies pooled) (CC BY 4.0) Contreras-Valdez JA, Freyre M-Á, Mendoza-Flores E (2022). The eating disorder examination questionnaire for adults from the Mexican general population: Reliability and validity. PLOS ONE, 17(4), e0266507. https://doi.org/10.1371/journal.pone.0266507 | link |
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| contreras_valdez_2022_rses | Rosenberg Self-Esteem Scale (RSES, 10 items), Mexican general population, N=973 (Study 2 only -- not administered in Study 1) (CC BY 4.0) Contreras-Valdez JA, Freyre M-Á, Mendoza-Flores E (2022). The eating disorder examination questionnaire for adults from the Mexican general population: Reliability and validity. PLOS ONE, 17(4), e0266507. https://doi.org/10.1371/journal.pone.0266507 | link |
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| contreras_valdez_2026_cpq | Clinical Perfectionism Questionnaire, 10 items 1-4, from 1,052 Mexican respondents. (CC BY 4.0) Contreras-Valdez, J., Bermudez Pavon, M., & Solis Elizarraras, S. (2026). Low Self-Esteem as the Central Vulnerability in Core Eating Psychopathology. Mendeley Data. | link |
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| contreras_valdez_2026_perci | Perth Emotion Regulation Competency Inventory, 8 items 1-7, same respondents. (CC BY 4.0) Contreras-Valdez, J., Bermudez Pavon, M., & Solis Elizarraras, S. (2026). Low Self-Esteem as the Central Vulnerability in Core Eating Psychopathology. Mendeley Data. | link |
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| contreras_valdez_2026_rses | Rosenberg Self-Esteem Scale, the 8 items deposited of 10, 1-4, same respondents. (CC BY 4.0) Contreras-Valdez, J., Bermudez Pavon, M., & Solis Elizarraras, S. (2026). Low Self-Esteem as the Central Vulnerability in Core Eating Psychopathology. Mendeley Data. | link |
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| cooper_2018_funny_topics | 34-item binary (0/1) checklist of topics students found funny, from the same survey of gender differences in perceptions of instructor humor (CC BY 4.0) Cooper KM, Hendrix T, Stephens MD, et al. (2018) To be funny or not to be funny: Gender differences in student perceptions of instructor humor in college science courses. PLoS ONE. | link |
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| cooper_2018_offensive_topics | 34-item binary (0/1) checklist of topics students found offensive, from a survey on gender differences in perceptions of instructor humor (CC BY 4.0) Cooper KM, Hendrix T, Stephens MD, et al. (2018) To be funny or not to be funny: Gender differences in student perceptions of instructor humor in college science courses. PLoS ONE. | link |
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| corbelli_2026_ema_positivity | Seven momentary self-report items from an ecological momentary assessment study: life satisfaction, self-esteem and optimism (one item each, the three facets of positivity) and positive (happy, calm) and negative (angry, sad) affect, observed 1-5 (anchors not documented in the deposit; negative-affect items not reversed). 166 adults prompted three times a day for 28 days; wave is the scheduled prompt number, 1-84, with missed prompts left as gaps (11,176 answered prompts). (CC BY 4.0) Corbelli, G., Zambelli, M., Zasso, S., Di Brango, N., Lopez-Perez, B., & Zuffiano, A. (2026). Modeling intensive longitudinal data: A tutorial comparing dynamic structural equation modeling and psychometric network analysis. Behavior Research Methods. Data: Corbelli, G. (2026). Zenodo. https://doi.org/10.5281/zenodo.21970195 | link |
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| cordellieri_2026_bsss8 | Brief Sensation Seeking Scale, 8 items (1-5); N = 700 Italian students aged 18-22; cov_* as for cordellieri_2026_scedd. (CC BY 4.0) Cordellieri, P., Giannini, A. M., & Nori, R. (2026). Data and analysis materials for the Scale of Cognitive and Emotional Distraction in Driving (SCEDD). Zenodo. https://doi.org/10.5281/zenodo.22375285 | link |
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| cordellieri_2026_rpodd | Perceived risk of nine distracted-driving scenarios (1-4 in the data; the codebook describes a 1-5 scale); N = 701 Italian students aged 18-22; cov_* as for cordellieri_2026_scedd. (CC BY 4.0) Cordellieri, P., Giannini, A. M., & Nori, R. (2026). Data and analysis materials for the Scale of Cognitive and Emotional Distraction in Driving (SCEDD). Zenodo. https://doi.org/10.5281/zenodo.22375285 | link |
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| cordellieri_2026_scedd | Scale of Cognitive and Emotional Distraction in Driving, 29-item initial pool (1 mai - 5 sempre); N = 701 Italian students aged 18-22; cov_age, cov_gender, cov_sample, cov_crash_risk_perception, cov_crash_concern. (CC BY 4.0) Cordellieri, P., Giannini, A. M., & Nori, R. (2026). Data and analysis materials for the Scale of Cognitive and Emotional Distraction in Driving (SCEDD). Zenodo. https://doi.org/10.5281/zenodo.22375285 | link |
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| cordero_2026_emotions | Emotions about an electric vehicle service, 3 items, 1-5 agreement. 1,158 university students in Ecuador, Peru and Colombia. Covariates: country, gender, age band. (CC BY 4.0) Cordero DM, Villavicencio MF, Luna KA, et al. (2026) Intention to adopt electric transportation services by university students in emerging countries. PLoS ONE 21(1): e0341736. https://doi.org/10.1371/journal.pone.0341736 | link |
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| cordero_2026_ev_attitude | Attitude towards electric vehicles, 3 items, 1-5 agreement. 1,158 university students in Ecuador, Peru and Colombia. Covariates: country, gender, age band. (CC BY 4.0) Cordero DM, Villavicencio MF, Luna KA, et al. (2026) Intention to adopt electric transportation services by university students in emerging countries. PLoS ONE 21(1): e0341736. https://doi.org/10.1371/journal.pone.0341736 | link |
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| cordero_2026_hyperbolic_discounting | Hyperbolic discounting (valuing long-term benefits), 2 items, 1-5 agreement. 1,158 university students in Ecuador, Peru and Colombia. Covariates: country, gender, age band. (CC BY 4.0) Cordero DM, Villavicencio MF, Luna KA, et al. (2026) Intention to adopt electric transportation services by university students in emerging countries. PLoS ONE 21(1): e0341736. https://doi.org/10.1371/journal.pone.0341736 | link |
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| cordero_2026_perceived_risk | Perceived risk of electric vehicles, 3 items, 1-5 agreement. 1,158 university students in Ecuador, Peru and Colombia. Covariates: country, gender, age band. (CC BY 4.0) Cordero DM, Villavicencio MF, Luna KA, et al. (2026) Intention to adopt electric transportation services by university students in emerging countries. PLoS ONE 21(1): e0341736. https://doi.org/10.1371/journal.pone.0341736 | link |
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| cordero_2026_social_influence | Social influence on using electric vehicles, 3 items, 1-5 agreement. 1,158 university students in Ecuador, Peru and Colombia. Covariates: country, gender, age band. (CC BY 4.0) Cordero DM, Villavicencio MF, Luna KA, et al. (2026) Intention to adopt electric transportation services by university students in emerging countries. PLoS ONE 21(1): e0341736. https://doi.org/10.1371/journal.pone.0341736 | link |
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| cordero_2026_use_intention | Intention to use electric transportation, 2 items, 1-5 agreement. 1,158 university students in Ecuador, Peru and Colombia. Covariates: country, gender, age band. (CC BY 4.0) Cordero DM, Villavicencio MF, Luna KA, et al. (2026) Intention to adopt electric transportation services by university students in emerging countries. PLoS ONE 21(1): e0341736. https://doi.org/10.1371/journal.pone.0341736 | link |
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| cordova2019_clinical_edu_environment | Perception of clinical educational environment by physiotherapy interns (PHEEM, 40 items, Chile) (CC0 1.0) Cordova-Leon, K., Lincoyan-Fernandez-Huerta, & Rojas-Vargas, M. (2019). Perception of clinical educational environment by student of physiotherapy [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/SHWNK1 | link |
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| cordova_2026_self_efficacy | Professional self-efficacy, 10 items, 0 = never to 6 = surely (7 options). Non-commissioned officers of the Peruvian National Police (Spanish administration). N=250. (CC BY 4.0) Cordova Ruelas J (2026). Carga de trabajo, autoeficacia profesional y bienestar en suboficiales de la Policia Nacional del Peru [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20418454 | link |
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| cordova_2026_who5 | General well-being (WHO-5 adaptation), 5 items, 0 = never to 3 = always. Non-commissioned officers of the Peruvian National Police (Spanish administration). N=250. (CC BY 4.0) Cordova Ruelas J (2026). Carga de trabajo, autoeficacia profesional y bienestar en suboficiales de la Policia Nacional del Peru [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20418454 | link |
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| cordova_2026_workload | Workload, 6 items, 0 = never to 4 = very often. Non-commissioned officers of the Peruvian National Police (Spanish administration). N=250. (CC BY 4.0) Cordova Ruelas J (2026). Carga de trabajo, autoeficacia profesional y bienestar en suboficiales de la Policia Nacional del Peru [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20418454 | link |
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| cormier_2024_cognitive_decline | 6-item binary subjective cognitive decline checklist, adults with/without hearing loss, N=898 (CC BY 4.0) Cormier K, Brennan C, Sharma A (2024). Hearing loss and psychosocial outcomes: Influences of social emotional aspects and personality. PLOS ONE, 19(6), e0304428. https://doi.org/10.1371/journal.pone.0304428 | link |
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| cormier_2024_personality | 16-item personality characteristics scale (BFI-style wording), adults with/without hearing loss, N=898 (CC BY 4.0) Cormier K, Brennan C, Sharma A (2024). Hearing loss and psychosocial outcomes: Influences of social emotional aspects and personality. PLOS ONE, 19(6), e0304428. https://doi.org/10.1371/journal.pone.0304428 | link |
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| cormier_2024_phq4 | PHQ-4 (4 items, combined depression/anxiety ultra-brief screener), adults with/without hearing loss, N=898 (CC BY 4.0) Cormier K, Brennan C, Sharma A (2024). Hearing loss and psychosocial outcomes: Influences of social emotional aspects and personality. PLOS ONE, 19(6), e0304428. https://doi.org/10.1371/journal.pone.0304428 | link |
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| cormier_2024_pss4 | Perceived Stress Scale-4 (4 items), adults with/without hearing loss, N=898 (CC BY 4.0) Cormier K, Brennan C, Sharma A (2024). Hearing loss and psychosocial outcomes: Influences of social emotional aspects and personality. PLOS ONE, 19(6), e0304428. https://doi.org/10.1371/journal.pone.0304428 | link |
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| coroiu_2018_cses | Core Self-Evaluations Scale (12 items, 1-5) from the same German general population sample of 2,447 adults. (CC BY 4.0) Coroiu A, Kwakkenbos L, Moran C, Thombs B, Albani C, Bourkas S, et al. (2018). Structural validation of the Self-Compassion Scale with a German general population sample. PLOS ONE 13(2): e0190771. | link |
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| coroiu_2018_phq9 | PHQ-9 depression screener (9 items, 0-3) from the same German general population sample of 2,447 adults. (CC BY 4.0) Coroiu A, Kwakkenbos L, Moran C, Thombs B, Albani C, Bourkas S, et al. (2018). Structural validation of the Self-Compassion Scale with a German general population sample. PLOS ONE 13(2): e0190771. | link |
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| coroiu_2018_scs | Self-Compassion Scale (26 items, 1-5) from a German general population sample of 2,448 adults. (CC BY 4.0) Coroiu A, Kwakkenbos L, Moran C, Thombs B, Albani C, Bourkas S, et al. (2018). Structural validation of the Self-Compassion Scale with a German general population sample. PLOS ONE 13(2): e0190771. | link |
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| corstange_2022_syria_factions_2015 rankings · source = "rank" |
Survey ranking question: top-3 sympathy ranking of six civil-war factions, wave 1 (2015) of a survey of displaced Syrians; unranked factions are NA (cov_treat: 0 control, 1-3 framing arms). 1859 respondents, 6 ranked items, 3 rank positions used, 3779 rows. One row per respondent x marked position; item = the option as the source prints it, resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Corstange, D. 2022. 'Mass Dissimulation in the Syrian Civil War.' The Journal of Politics 84(3); the deposit is titled 'Displacement and Dissimulation in the Syrian Civil War'. Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| corstange_2022_syria_factions_2017 rankings · source = "rank" |
Survey ranking question: top-3 sympathy ranking of six civil-war factions, wave 2 (2017); questionnaire item numbering differs from the 2015 wave, so the cov_q* codes are not comparable across the two tables. 1564 respondents, 6 ranked items, 3 rank positions used, 2027 rows. One row per respondent x marked position; item = the option as the source prints it, resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Corstange, D. 2022. 'Mass Dissimulation in the Syrian Civil War.' The Journal of Politics 84(3); the deposit is titled 'Displacement and Dissimulation in the Syrian Civil War'. Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| corti_2023_academic_adaptation | 7-item Likert scale (1-5) measuring current academic adaptation/satisfaction among first-year Spanish social-science university students (N=953). (CC BY 4.0) Corti et al. (2023). Initial adaptation among university student: The case of the social sciences. PLOS ONE. | link |
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| cos101_2026_nom nominal · source = "nom" |
Open-ended student responses to 3 introductory-computing exam questions at FUHSO, Nigeria, collected to build an AI short-answer grading system (CC BY 4.0) Omotehinwa, Temidayo (2026). 2025/2026 Students' Responses to Open-Ended Questions on COS101: Introduction to Computing at FUHSO, Nigeria [Data set]. Figshare. https://doi.org/10.6084/m9.figshare.32109718.v1 | link |
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| cosenza_2015_cfc | Consideration of Future Consequences scale (CFC-14), 1-7, Italian adolescents. 1030 respondents x 14 items = 14420 responses. (CC0 1.0) Nigro, G. (2019). Wagering the future: Cognitive distortions, impulsivity, delay discounting, and time perspective in adolescent gambling [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/DWWZSI | link |
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| costa_2020_punishment | Five study-authored items measuring how severely an accused senator should be punished, asked after the vignette in the two scandal arms of a survey experiment on reactions to political #MeToo scandals. 1870 respondents, 5-point agreement scale. (CC0 1.0) Costa, M. (2020). How partisanship and sexism influence voters' reactions to political #MeToo scandals. Research & Politics, 7(3). | link |
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| costa_2020_sexism | Pretest and posttest responses to the four hostile-sexism items of the Ambivalent Sexism Inventory, from a survey experiment on reactions to a fictional senator accused in a #MeToo scandal (two scandal arms and a control arm; the senator's party was also randomised). Same four items at both waves, so wave 1 is pretest and wave 2 posttest. (CC0 1.0) Costa, M. (2020). How partisanship and sexism influence voters' reactions to political #MeToo scandals. Research & Politics, 7(3). | link |
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| costa_2023_research_ethics conjoint · source = "conj" |
247 political scientists (APSA members) each chose which of 2 hypothetical published studies was more ethical in up to 5 tasks; studies varied in author affiliation, author rank, outlet, conclusions, study type, location and sample size. (CC BY 4.0) Costa, M., Crabtree, C., Holbein, J. B., & Landgrave, M. (2023). Is that ethical? An exploration of political scientists' views on research ethics. Research & Politics, 10(4). | link |
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| costa_gine_2023_wpt_matches competitions · source = "comp" |
Head-to-head World Padel Tour doubles match results, 2018-2023 (obtained via web scraping for a UOC university course project) (CC BY 4.0) Costa, Gerard; Giné, Joan (2023). World Padel Tour historical match data [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7860242 | link |
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| courbiere_2020_mar_attitudes | Attitudes and anxieties in the MAR pathway (10 items; agreement, 1 strongly agree .. 4 strongly disagree; 'not concerned' dropped). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_couple | Effects of the MAR pathway on couple life (10 items; extent, 1 a lot .. 4 not at all). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_feelings | Frequency of feelings during the MAR pathway (stressed, tired, failure, confident, ...) (11 items; 1 very often .. 5 never). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_financial | Financial situations faced because of the MAR pathway (9 items; 1 never .. 5 very often). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_information | Having the information needed about MAR (7 items; 1 yes completely .. 4 not at all). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_physical | Physical burden of the MAR pathway (12 items; extent, 1 a lot .. 4 not at all; 'not concerned' dropped). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_professional_conduct | Perceived conduct of MAR health professionals (5 items; 1 yes completely .. 4 not at all). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_professionals | Relations with health professionals in the MAR pathway (8 items; 1 very good .. 4 very bad; 'no contact' dropped). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_relationship_change | Change in the couple relationship during the MAR pathway (8 items; 1 much more .. 3 neither more nor less .. 5 much less (midpoint re-ordered from the codebook's code 5)). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_satisfaction | Satisfaction with MAR care (9 items; 1 very satisfied .. 4 not at all satisfied). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_social | Effects of the MAR pathway on relations with others (11 items; extent, 1 a lot .. 4 not at all). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_stimulation | Experience of ovarian stimulation treatment (9 items; agreement, 1 strongly agree .. 4 strongly disagree; 'not concerned' dropped). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_work_impact | Impact of the MAR pathway on working life (10 items; 1 very important impact .. 4 not at all important .. 5 no impact). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| courbiere_2020_mar_work_situations | Situations faced at work because of the MAR pathway (15 items; 1 yes / 0 no). 1,045 French adults aged 18-50 in or after a Medically Assisted Reproduction (MAR/ART) pathway, online survey. Study-authored French questionnaire; resp values are the deposit's own codebook codes. Covariates: gender, age, education, MAR status. (CC BY 4.0) Courbiere B, Lacan A, Grynberg M, Grelat A, Rio V, Arbo E, Solignac C (2020). Psychosocial and professional burden of Medically Assisted Reproduction (MAR): Results from a French survey. PLOS ONE 15(9): e0238945. | link |
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| covid_travel_mackenzie_2021 | Travel Attitudes during COVID-19 (CC0 1.0) MacKenzie, D., Jabbari, P., & Ranjbari, A. (2020). Analyzing the Long-Term Impacts of COVID-19 Disruption on Travel Patterns. | link |
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| cox_2024_feedback_perceptions | 5-item feedback-perceptions survey, first-year medical residents, pre/post intervention (wave=1/2), 1-5 Likert, N=29 (CC BY 4.0) Cox, R., & Arthur, J. (2024). Feedback perceptions of first year medical residents: An intervention-based survey study. PLOS ONE. | link |
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| cozza_2025_party_leaders conjoint · source = "conj" |
Paired conjoint: 1,195 UK adults (Bilendi panel, 2023) compared 5 pairs of hypothetical parties and their newly elected leaders varying on 8 attributes (selectorate, number of candidates, polling, leader gender, sexual orientation, age, experience, margin of victory), choosing on five leader evaluations plus vote and rating left-right placement; task 5 repeats task 1 with profiles swapped. (CC0 1.0) Cozza, J. F., Di Landro, G., Aldrich, A., & Somer-Topcu, Z. (2025). A rainbow ceiling? Sexual orientation and party leader evaluations. British Journal of Political Science, 55, e152. | link |
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| crabtree_2026_civilian_violence conjoint · source = "conj" |
US respondents (957; Black and White samples) compared 7 pairs of descriptions of an act of violence varying perpetrator, target, tactic, location, casualties, motivation and label; chose which made them angrier and which perpetrator to punish more, and rated support for life in prison (1-5) for each. (CC0 1.0) Crabtree, K. (2026). Racial identity and evaluations of civilian-perpetrated violence in the United States. Political Behavior. | link |
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| crawfurd_2025_aid_projects conjoint · source = "conj" |
Discrete choice experiment in which 754 education policymakers in 35 low- and middle-income countries (CGD survey) chose between two hypothetical aid projects (or neither) over 6 rounds; attributes: project type, technical assistance and budget. Outcome: choice with a 'None of these options' opt-out. (CC0 1.0) Crawfurd, L., Hares, S., Minardi, A., & Sandefur, J. (2025). Understanding education policy preferences: Survey experiments with policymakers in 35 developing countries. World Development, 196, 107140. | link |
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| crawfurd_2025_education_outcomes conjoint · source = "conj" |
Discrete choice experiment in which 877 education policymakers in 35 low- and middle-income countries (CGD survey) chose between the outcomes of two education systems (or neither) over 4 rounds; attributes: % gaining foundational literacy, % completing secondary school, % dutiful citizens. Outcome: choice with a 'None of these options' opt-out. (CC0 1.0) Crawfurd, L., Hares, S., Minardi, A., & Sandefur, J. (2025). Understanding education policy preferences: Survey experiments with policymakers in 35 developing countries. World Development, 196, 107140. | link |
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| credentialform_lnirt | Responses and response times from a credentialing dataset with suspected cheating. (GPL-3.0) Cizek, G. J., & Wollack, J. A. (Eds.). (2016). Handbook of quantitative methods for detecting cheating on tests. Abingdon, England: Routledge. | link |
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| cricsheet_domestic_men_2008_2026 competitions · source = "comp" |
Men's domestic and franchise cricket matches from 28 competitions (IPL, BBL, PSL, CPL, T20 Blast, County Championship, One-Day Cup, Sheffield Shield, Plunket Shield, Super Smash, The Hundred, SA20, etc.), 2008-2026, one row per match, from Cricsheet ball-by-ball data. (ODC-By) Cricsheet (Stephen Rushe), https://cricsheet.org | link |
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| cricsheet_domestic_women_2015_2026 competitions · source = "comp" |
Women's domestic and franchise cricket matches from 14 competitions (Women's Big Bash League, The Hundred, WPL, Rachael Heyhoe Flint Trophy, Charlotte Edwards Cup, Super Smash, etc.), 2015-2026, one row per match, from Cricsheet ball-by-ball data. (ODC-By) Cricsheet (Stephen Rushe), https://cricsheet.org | link |
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| cricsheet_intl_men_2001_2026 competitions · source = "comp" |
Men's international cricket matches (Test, ODI, T20I, plus other international one-day, multi-day and T20 matches between national teams), 2001-2026, one row per match, from Cricsheet ball-by-ball data. (ODC-By) Cricsheet (Stephen Rushe), https://cricsheet.org | link |
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| cricsheet_intl_women_2003_2026 competitions · source = "comp" |
Women's international cricket matches (Test, ODI, T20I, plus other international one-day and T20 matches between national teams), 2003-2026, one row per match, from Cricsheet ball-by-ball data. (ODC-By) Cricsheet (Stephen Rushe), https://cricsheet.org | link |
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| criticalperiod_syntax | Syntax questions (CC BY 4.0) Chen, T., & Hartshorne, J. K. (2021). More evidence from over 1.1 million subjects that the critical period for syntax closes in late adolescence. Cognition, 214, 104706. | link |
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| crowdermeyer_2023_rcv_candidates conjoint · source = "conj" |
US Qualtrics respondents (fall 2020; 2,418 in wave 1 plus 530 recontacted in wave 2) voted in three mock local elections (mayor, district council, at-large council) of four candidates shown by name (signalling race and gender) and, for half, party, under randomly assigned plurality or ranked-choice rules. Outcomes: top choice (single-winner races), plurality vote marks and RCV ranks. (CC0 1.0) Crowder-Meyer, M., Gadarian, S. K., & Trounstine, J. (2023). Ranking candidates in local elections: Neither panacea nor catastrophe for candidates of color. Journal of Experimental Political Science, 11(2), 117-134. | link |
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| crspolish_wiesyk_2024_crs | The Coparenting Relationship Scale (CRS) is a 35-item self-report measure used to assess subjective evaluation of the relationship between parents. The article presents a Polish adaptation of the CRS. (CC BY-NC 4.0) Więsyk, S., Wojtasiński, M., Tużnik, P., Lachowska, B., Feinberg, M. E., & Favez, N. (2024). Polish Adaptation of the Coparenting Relationship Scale: A Self-Report Measure Used to Assess Subjective Quality of the Relationship Between Parents. European Journal of Psychological Assessment, 0(0). https://doi.org/10.1027/1015-5759/a000825 | link |
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| crspolish_wiesyk_2024_enrich | The ENRICH Marital Satisfaction (EMS) Scale was adapted into Polish. The 10-item EMS is a subscale of the ENRICH Marital Inventory. Each of the 10 items represents one of the areas of the marital relationship. (CC BY-NC 4.0) Więsyk, S., Wojtasiński, M., Tużnik, P., Lachowska, B., Feinberg, M. E., & Favez, N. (2024). Polish Adaptation of the Coparenting Relationship Scale: A Self-Report Measure Used to Assess Subjective Quality of the Relationship Between Parents. European Journal of Psychological Assessment, 0(0). https://doi.org/10.1027/1015-5759/a000825 | link |
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| crspolish_wiesyk_2024_lie | The Lie Scale is a scale for dissimulation designed to measure social desirability, i.e. the tendency to answer in a socially acceptable way. (CC BY-NC 4.0) Więsyk, S., Wojtasiński, M., Tużnik, P., Lachowska, B., Feinberg, M. E., & Favez, N. (2024). Polish Adaptation of the Coparenting Relationship Scale: A Self-Report Measure Used to Assess Subjective Quality of the Relationship Between Parents. European Journal of Psychological Assessment, 0(0). https://doi.org/10.1027/1015-5759/a000825 | link |
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| crspolish_wiesyk_2024_p_stress | The Parental Distress Scale as adapted into Polish was used to measure stress related to parenthood. The measure is based on respondents’ self-reports of their feelings of distress in their lives as parents (CC BY-NC 4.0) Więsyk, S., Wojtasiński, M., Tużnik, P., Lachowska, B., Feinberg, M. E., & Favez, N. (2024). Polish Adaptation of the Coparenting Relationship Scale: A Self-Report Measure Used to Assess Subjective Quality of the Relationship Between Parents. European Journal of Psychological Assessment, 0(0). https://doi.org/10.1027/1015-5759/a000825 | link |
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| crysdale_2020_big5 | Big Five personality survey, 61-question 'Big-5 V2' online form (outofservice.com), 1-5, 407 adults; no covariates. (CC0 1.0) Crysdale, P. (2020). The role of personality in defining the boundary between persuasive technology and coercion [Data set]. Borealis. https://doi.org/10.5683/SP2/S9D7RW | link |
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| crysdale_2020_storyboards | Ratings of seven persuasive-technology storyboards, 1 extremely persuasive to 5 extremely coercive (3 neutral), 407 adults; no covariates. (CC0 1.0) Crysdale, P. (2020). The role of personality in defining the boundary between persuasive technology and coercion [Data set]. Borealis. https://doi.org/10.5683/SP2/S9D7RW | link |
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| csft_ye_2025 | Embedded Figure Test (CC BY 4.0) Ye, M., & Li, J. (2025). Computerized continuous scoring of the cognitive style figure test: Embedded figure test as an example. Behavior Research Methods, 57(3), 84. | link |
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| csibra_2025_dafrs_function | Dog ADHD Rating Scale (DAFRS) functional impairment: 7 everyday problems each attributed to inattention, impulsivity and excessive activity (21 items, 0-3), rated by owners of 1,870 family dogs (CC BY 4.0) Csibra, B., Bunford, N., & Gácsi, M. (2025). Development of a human analogue ADHD diagnostic system for family dogs. Scientific Reports, 15, 25671. | link |
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| csibra_2025_dafrs_symptoms | Dog ADHD Rating Scale (DAFRS) owner form, 17 inattention/hyperactivity/impulsivity symptom items (0-3), rated by owners of 1,870 family dogs (mostly Hungary) (CC BY 4.0) Csibra, B., Bunford, N., & Gácsi, M. (2025). Development of a human analogue ADHD diagnostic system for family dogs. Scientific Reports, 15, 25671. | link |
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| cub_relgoods | Survey of leisure time usage (GPL-3.0) http://www.labstat.it/home/wp-content/uploads/2015/09/relgoods.txt | link |
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| cucchi_2018_kims | Kentucky Inventory of Mindfulness Skills (KIMS), 18 items, eating disorder / self-harm study (CC BY 4.0) Cucchi A, Hampton JA, Moulton-Perkins A (2018). Using the validated Reflective Functioning Questionnaire to investigate mentalizing in individuals presenting with eating disorders with and without self-harm. PeerJ. | link |
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| cucchi_2018_pts | Interpersonal Reactivity Index, Perspective Taking subscale (7 items), eating disorder / self-harm study (CC BY 4.0) Cucchi A, Hampton JA, Moulton-Perkins A (2018). Using the validated Reflective Functioning Questionnaire to investigate mentalizing in individuals presenting with eating disorders with and without self-harm. PeerJ. | link |
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| cucchi_2018_rfq | Reflective Functioning Questionnaire (RFQ), 8 raw items, eating disorder / self-harm study (CC BY 4.0) Cucchi A, Hampton JA, Moulton-Perkins A (2018). Using the validated Reflective Functioning Questionnaire to investigate mentalizing in individuals presenting with eating disorders with and without self-harm. PeerJ. | link |
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| cucchi_2018_rmet | Reading the Mind in the Eyes Test (RMET), 36 items scored correct/incorrect, eating disorder / self-harm study (CC BY 4.0) Cucchi A, Hampton JA, Moulton-Perkins A (2018). Using the validated Reflective Functioning Questionnaire to investigate mentalizing in individuals presenting with eating disorders with and without self-harm. PeerJ. | link |
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| cucchi_2018_scoff | SCOFF eating-disorder screening scale, 5 items, eating disorder / self-harm study (CC BY 4.0) Cucchi A, Hampton JA, Moulton-Perkins A (2018). Using the validated Reflective Functioning Questionnaire to investigate mentalizing in individuals presenting with eating disorders with and without self-harm. PeerJ. | link |
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| cucchi_2018_tas20 | Toronto Alexithymia Scale (TAS-20), 20 items, eating disorder / self-harm study (CC BY 4.0) Cucchi A, Hampton JA, Moulton-Perkins A (2018). Using the validated Reflective Functioning Questionnaire to investigate mentalizing in individuals presenting with eating disorders with and without self-harm. PeerJ. | link |
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| cud_stone2024 | Cannabis cravings, severity and problems (CC BY 4.0) Stone, B.M., Gray, K.M., Tomko, R.L. et al. Differential Mechanisms of Behavior Change in Cannabis Use Disorder Treatments: Functional Improvements and Clinical Implications. Int J Ment Health Addiction (2024). https://doi.org/10.1007/s11469-023-01231-7 | link |
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| cugmas_2021_elderly_social_support | Support-network composition by relationship type, elderly Slovenians, 7 items, N=558 (CC BY 4.0) Cugmas, M., et al. (2021). The social support networks of elderly people in Slovenia during the Covid-19 pandemic. PLOS ONE. | link |
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| cuneo_2018_csi | Cognitive Style Index (Allinson & Hayes), 38 items scored 0/1/2 in instrument order, not reversed; N = 1,200; no covariates. (CC BY 4.0) Cuneo, F. (2018). Cognitive Style Index dataset. Zenodo. https://doi.org/10.5281/zenodo.1438755 | link |
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| cuong_2022_rice_labels conjoint · source = "conj" |
Supermarket shoppers in Can Tho, Vietnam (Sept 2020; n = 410) made 4 choices each among two certified premium rice options and a status-quo rice, options described by four certification labels (low-emission, eco-friendly, ethically produced, low glycemic index) and price; fixed blocked design. (CC0 1.0) Cuong, O. Q., Connor, M., Demont, M., Sander, B. O., & Nelson, K. (2022). How do rice consumers trade off sustainability and health labels? Evidence from Vietnam. Frontiers in Sustainable Food Systems, 6, 1010161. | link |
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| cure_data | Data on undergraduate students' attitudes towards science pre- and post-participation in a protein-centric CURE (CC BY 4.0) Eddy, R., Koletar, C., Galport, N., Bell, J. E., Bell, J. K., & Provost, J. (2022). CURE Survey Pretest and Post-Test Student Data. LDbase. https://doi.org/10.33009/ldbase.1667941609.e3ab | link |
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| curiosity_stone_2022_fns | Curious to eat insects? Curiosity as a Key Predictor of Willingness to try novel food (CC BY 4.0) Stone, H. J., FitzGibbon, L., Millan, E., & Murayama, K. (2021, April 28). Curious to Eat Insects? Curiosity as a Key Predictor of Willingness to Try Novel Food. https://doi.org/10.17605/OSF.IO/5F9SP | link |
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| curiosity_stone_2022_invol | Curious to eat insects? Curiosity as a Key Predictor of Willingness to try novel food (CC BY 4.0) Stone, H. J., FitzGibbon, L., Millan, E., & Murayama, K. (2021, April 28). Curious to Eat Insects? Curiosity as a Key Predictor of Willingness to Try Novel Food. https://doi.org/10.17605/OSF.IO/5F9SP | link |
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| curiosity_stone_2022_var | Curious to eat insects? Curiosity as a Key Predictor of Willingness to try novel food (CC BY 4.0) Stone, H. J., FitzGibbon, L., Millan, E., & Murayama, K. (2021, April 28). Curious to Eat Insects? Curiosity as a Key Predictor of Willingness to Try Novel Food. https://doi.org/10.17605/OSF.IO/5F9SP | link |
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| cuttler_2017_audit | Alcohol Use Disorders Identification Test (AUDIT), 10 items, 0-4 (items 9-10 scored 0/2/4); N = 658 cannabis users (all 2,062 completed the DFAQ-CU and CUDIT-R; a 645-person subsample the other measures); cov_age, cov_sex, cov_ethnicity, cov_ppi_deviant. (CC BY 4.0) Cuttler, C., & Spradlin, A. (2017). Measuring cannabis consumption: Psychometric properties of the Daily Sessions, Frequency, Age of Onset, and Quantity of Cannabis Use Inventory (DFAQ-CU). PLOS ONE, 12(5), e0178194. https://doi.org/10.1371/journal.pone.0178194 | link |
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| cuttler_2017_cast | Cannabis Abuse Screening Test (CAST), 6 items, 0-4 (never-very often); N = 644 cannabis users (all 2,062 completed the DFAQ-CU and CUDIT-R; a 645-person subsample the other measures); cov_age, cov_sex, cov_ethnicity, cov_ppi_deviant. (CC BY 4.0) Cuttler, C., & Spradlin, A. (2017). Measuring cannabis consumption: Psychometric properties of the Daily Sessions, Frequency, Age of Onset, and Quantity of Cannabis Use Inventory (DFAQ-CU). PLOS ONE, 12(5), e0178194. https://doi.org/10.1371/journal.pone.0178194 | link |
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| cuttler_2017_cudit_r | Cannabis Use Disorders Identification Test-Revised (CUDIT-R), 8 items, 0-4 (last item scored 0/2/4); N = 1,544 cannabis users (all 2,062 completed the DFAQ-CU and CUDIT-R; a 645-person subsample the other measures); cov_age, cov_sex, cov_ethnicity, cov_ppi_deviant. (CC BY 4.0) Cuttler, C., & Spradlin, A. (2017). Measuring cannabis consumption: Psychometric properties of the Daily Sessions, Frequency, Age of Onset, and Quantity of Cannabis Use Inventory (DFAQ-CU). PLOS ONE, 12(5), e0178194. https://doi.org/10.1371/journal.pone.0178194 | link |
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| cuttler_2017_cupit | Cannabis Use Problems Identification Test (CUPIT), 16 items, each item on its own published scale (0/1-3 up to 0/1-9); N = 638 cannabis users (all 2,062 completed the DFAQ-CU and CUDIT-R; a 645-person subsample the other measures); cov_age, cov_sex, cov_ethnicity, cov_ppi_deviant. (CC BY 4.0) Cuttler, C., & Spradlin, A. (2017). Measuring cannabis consumption: Psychometric properties of the Daily Sessions, Frequency, Age of Onset, and Quantity of Cannabis Use Inventory (DFAQ-CU). PLOS ONE, 12(5), e0178194. https://doi.org/10.1371/journal.pone.0178194 | link |
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| cuttler_2017_dfaqcu_freq | DFAQ-CU frequency-format items, 7 items (last use, current and prior frequency, days in past week, days in past month, lifetime uses, hours after waking), ordinal categories 0-12 per item; days in past month a 0-31 count; N = 2,062 cannabis users (all 2,062 completed the DFAQ-CU and CUDIT-R; a 645-person subsample the other measures); cov_age, cov_sex, cov_ethnicity, cov_ppi_deviant. (CC BY 4.0) Cuttler, C., & Spradlin, A. (2017). Measuring cannabis consumption: Psychometric properties of the Daily Sessions, Frequency, Age of Onset, and Quantity of Cannabis Use Inventory (DFAQ-CU). PLOS ONE, 12(5), e0178194. https://doi.org/10.1371/journal.pone.0178194 | link |
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| cuttler_2017_msi | Marijuana Screening Inventory (MSI), 31 items, 0 no / 1 yes; N = 640 cannabis users (all 2,062 completed the DFAQ-CU and CUDIT-R; a 645-person subsample the other measures); cov_age, cov_sex, cov_ethnicity, cov_ppi_deviant. (CC BY 4.0) Cuttler, C., & Spradlin, A. (2017). Measuring cannabis consumption: Psychometric properties of the Daily Sessions, Frequency, Age of Onset, and Quantity of Cannabis Use Inventory (DFAQ-CU). PLOS ONE, 12(5), e0178194. https://doi.org/10.1371/journal.pone.0178194 | link |
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| cwalina_2023_affect | Reactance and anxiety affect items, 8 items, 1-7, after a framing manipulation; N = 159 Polish students; treat (gain vs loss frame), cov_sex, cov_age, cov_excluded_by_authors. (CC BY 4.0) Cwalina, W., & Koniak, P. (2024). The role of conspiracy mentality, reactance, and anxiety in the effectiveness of gain- vs. loss-framed promotion of COVID-19 protective measures: Is vaccination different? Polish Psychological Bulletin. https://doi.org/10.24425/ppb.2023.148847 | link |
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| cwalina_2023_covid_attitudes | Semantic-differential attitudes toward six COVID-19 protective measures, 42 items, 1-7, after a framing manipulation; N = 159 Polish students; treat (gain vs loss frame), cov_sex, cov_age, cov_excluded_by_authors. (CC BY 4.0) Cwalina, W., & Koniak, P. (2024). The role of conspiracy mentality, reactance, and anxiety in the effectiveness of gain- vs. loss-framed promotion of COVID-19 protective measures: Is vaccination different? Polish Psychological Bulletin. https://doi.org/10.24425/ppb.2023.148847 | link |
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| cwalina_2023_gcbs | Generic Conspiracist Beliefs scale, 15 items, 1-5; N = 159 Polish students; treat (gain vs loss frame), cov_sex, cov_age, cov_excluded_by_authors. (CC BY 4.0) Cwalina, W., & Koniak, P. (2024). The role of conspiracy mentality, reactance, and anxiety in the effectiveness of gain- vs. loss-framed promotion of COVID-19 protective measures: Is vaccination different? Polish Psychological Bulletin. https://doi.org/10.24425/ppb.2023.148847 | link |
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| daderman_2023_naq_r | Negative Acts Questionnaire-Revised (NAQ-R), 22 items on a 1-5 frequency scale, Swedish sample. 6,688 responses from 304 respondents on 22 items. (CC BY 4.0) Daderman, A. M., & Cider, A. (2023). Workplace Incivility Scale Swedish version N426 [Data set]. Mendeley Data. https://doi.org/10.17632/j95y99fzb9 | link |
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| daderman_2023_naqr | 22-item Negative Acts Questionnaire-Revised, 1-5; the item-level data behind an IRT/DIF study of workplace bullying. 867 respondents x 22 items = 19074 responses. (CC BY 4.0) Daderman, A. M., Basinska, B. A., & Kajonius, P. (2023). Employing Item Response Theory to Identify Workplace Bullying Risk Groups, Gender-Based Response Disparities, and Shorten the Negative Acts Questionnaire-Revised [Data set]. Mendeley Data. https://doi.org/10.17632/mgwtzjww7g | link |
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| daderman_2023_wis | Workplace Incivility Scale (WIS), Swedish version, 7 items on a 0-4 frequency scale where 0 is never. 2,982 responses from 426 respondents on 7 items. (CC BY 4.0) Daderman, A. M., & Cider, A. (2023). Workplace Incivility Scale Swedish version N426 [Data set]. Mendeley Data. https://doi.org/10.17632/j95y99fzb9 | link |
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| dafoe_2021_coercion_provocation conjoint · source = "conj" |
1,761 US MTurk respondents read one hypothetical US-China crisis scenario varying US military capability (inferior/superior) and a recent air incident (attack, collision, non-collision, accident, or none) and said how far the US should go to assert its claims (military force, economic cost, military deaths, risk of war). (CC0 1.0) Dafoe, A., Hatz, S., & Zhang, B. (2021). Coercion and provocation. Journal of Conflict Resolution, 65(2-3), 372-402. | link |
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| dahlstrom_2022_scoare | Retrospective pre-post workshop evaluation (skill/knowledge confidence items, 0-3, Before vs Now as wave) from mentors attending the SCOARE scientific-communication-mentoring workshop across 2 program years (CC BY 4.0) Dahlstrom EK, Bell C, Chang S, Lee HY, Anderson CB, Pham A, et al. (2022) Translating mentoring interventions research into practice: Evaluation of an evidence-based workshop for research mentors on developing trainees' scientific communication skills. PLoS ONE. | link |
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| dahlweg_2026_citizen_collaboration conjoint · source = "conj" |
Public servants in Germany (n = 379) and Taiwan (n = 365) rated 4 citizen candidates each for a citizen initiative, varying the candidate's traits (prototypical vs antiprototypical), gender and position (leader vs member), with policy field and collaboration type varied between respondents; outcome: willingness to collaborate, 1-7. (CC BY 4.0) Dahlweg, A., Guo, Y., Liu, H. K., & Vogel, R. (2026). Public servants' implicit citizenship theories and willingness to collaborate with citizens: A cross-country study. Public Performance & Management Review. | link |
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| dai_2024_acculturation_index | An eight-domain acculturation index (political ideology, family values, communication styles, spoken language, worldview, morality, aspirations, humour), binary, answered by 1,387 young Chinese adults. Covariates: cov_age, cov_gender, cov_education, cov_multicultural_experience, cov_province. (CC BY 4.0) Dai, X. (2024). Multicultural experience and subjective well-being among young Chinese [Dataset]. Mendeley Data. | link |
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| dai_2024_cultural_difference | Perceived cultural difference, 3 items on a 1-5 scale, answered by 1,387 young Chinese adults. Covariates: cov_age, cov_gender, cov_education, cov_multicultural_experience, cov_province. (CC BY 4.0) Dai, X. (2024). Multicultural experience and subjective well-being among young Chinese [Dataset]. Mendeley Data. | link |
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| dai_2024_populist_rhetoric conjoint · source = "conj" |
1,004 US MTurk respondents each chose between 4 pairs of hypothetical House primary candidates in their own party's primary, described by job, office experience, polling, and four campaign-message statements (pluralism/people-centrism, moralism/anti-establishment, immigration, economy). (CC0 1.0) Dai, Y., & Kustov, A. (2024). The (in)effectiveness of populist rhetoric: A conjoint experiment of campaign messaging. Political Science Research and Methods, 12(4), 849-856. | link |
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| dai_2024_self_esteem | Self-esteem, 5 items on a 1-5 scale, answered by 1,387 young Chinese adults. Covariates: cov_age, cov_gender, cov_education, cov_multicultural_experience, cov_province. (CC BY 4.0) Dai, X. (2024). Multicultural experience and subjective well-being among young Chinese [Dataset]. Mendeley Data. | link |
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| dai_2024_wellbeing | Subjective well-being, 5 items on a 1-5 scale, answered by 1,387 young Chinese adults. Covariates: cov_age, cov_gender, cov_education, cov_multicultural_experience, cov_province. (CC BY 4.0) Dai, X. (2024). Multicultural experience and subjective well-being among young Chinese [Dataset]. Mendeley Data. | link |
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| dai_2025_fear_of_domination conjoint · source = "conj" |
US adults on Amazon Mechanical Turk chose between pairs of hypothetical international organizations that varied by main funder (China, EU, equal), issue focus, US involvement and decision rule. 1,633 respondents, 9 paired forced-choice tasks each. (CC BY 4.0) Dai, S. (2025). How fear of domination affects public support for international organizations: A conjoint experiment approach [Data set]. figshare. | link |
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| dai_2025_music_motivation | MUSIC Academic Motivation Validation: Chinese Legal English/Translation Context. IRW table dai_2025_music_motivation: 356 respondents x 19 items, 6764 responses. (CC BY 4.0) DAI, J.; Xiao, Y. (2025). MUSIC Academic Motivation Validation: Chinese Legal English/Translation Context. Mendeley Data, V1. | link |
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| daiku_2021_dirty_dozen | Dark Triad Dirty Dozen (DTDD), Japanese version, 12 items (CC BY 4.0) Daiku, Y., Serota, K. B., & Levine, T. R. (2021). A few prolific liars in Japan: Replication and the effects of Dark Triad personality traits. PLOS ONE. https://doi.org/10.1371/journal.pone.0249815 | link |
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| daiku_2021_lie_scale | Lie scale (Yanai et al.), 3 items, from the Japanese prolific-liars replication (CC BY 4.0) Daiku, Y., Serota, K. B., & Levine, T. R. (2021). A few prolific liars in Japan: Replication and the effects of Dark Triad personality traits. PLOS ONE. https://doi.org/10.1371/journal.pone.0249815 | link |
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| daiku_2021_lying_frequency | Self-reported past-24h lying frequency by target (family/friend/business/clerk/stranger) x channel (direct/indirect), 10 items (CC BY 4.0) Daiku, Y., Serota, K. B., & Levine, T. R. (2021). A few prolific liars in Japan: Replication and the effects of Dark Triad personality traits. PLOS ONE. https://doi.org/10.1371/journal.pone.0249815 | link |
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| dalichaouche_2026_covid_attitudes | 5 COVID-19 attitude items, 0-2. 300 respondents x 5 items = 1500 responses. (CC BY 4.0) Dalichaouche, I. (2026). KAP Questionnaire Toward COVID-19 Among Algerian University Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31851586 | link |
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| dalichaouche_2026_covid_knowledge | 6 COVID-19 knowledge items scored right/wrong, 0-1, Algerian university students. 300 respondents x 6 items = 1800 responses. (CC BY 4.0) Dalichaouche, I. (2026). KAP Questionnaire Toward COVID-19 Among Algerian University Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31851586 | link |
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| dalichaouche_2026_covid_practices | 6 COVID-19 practice items, 0-2. 300 respondents x 6 items = 1800 responses. (CC BY 4.0) Dalichaouche, I. (2026). KAP Questionnaire Toward COVID-19 Among Algerian University Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31851586 | link |
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| dalky_2020_sf36 | SF-36 Health Survey raw items (35 items across 8 subscales + health-transition item), Syrian refugee women (CC BY 4.0) Nabolsi et al. (2020). The health-related quality of life of Syrian refugee women in their reproductive age. PeerJ. | link |
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| danaei_2024_ebmq_barriers | Barriers to practising evidence-based medicine, 10 items, 5-point agreement. 400 postgraduate medical students (internship, residency, specialty, fellowship or subspecialty) at three Tehran universities, proportionate stratified sample, October-December 2022. No missing cells and no covariates -- the deposit is the respondent id plus 40 item columns. (CC BY 4.0) Danaei Z, Madadizadeh F, Sheikhshoaei F, Dehdarirad H (2024). Translation and cross-cultural adaptation of Persian version of Evidence Based Medicine Questionnaire (EBMQ) in postgraduate medical students in Iran. PLOS ONE 19(4): e0301831. | link |
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| danaei_2024_ebmq_practice | Practice of evidence-based medicine, 8 items, 5-point agreement. 400 postgraduate medical students (internship, residency, specialty, fellowship or subspecialty) at three Tehran universities, proportionate stratified sample, October-December 2022. No missing cells and no covariates -- the deposit is the respondent id plus 40 item columns. (CC BY 4.0) Danaei Z, Madadizadeh F, Sheikhshoaei F, Dehdarirad H (2024). Translation and cross-cultural adaptation of Persian version of Evidence Based Medicine Questionnaire (EBMQ) in postgraduate medical students in Iran. PLOS ONE 19(4): e0301831. | link |
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| danaei_2024_ebmq_sources | Awareness of six evidence-based-medicine information sources, 1 (unaware) to 4 (read and used in clinical decision making). Shipped separately from the terms block because it is a 4-point scale where that one is 5-point. 400 postgraduate medical students (internship, residency, specialty, fellowship or subspecialty) at three Tehran universities, proportionate stratified sample, October-December 2022. No missing cells and no covariates -- the deposit is the respondent id plus 40 item columns. (CC BY 4.0) Danaei Z, Madadizadeh F, Sheikhshoaei F, Dehdarirad H (2024). Translation and cross-cultural adaptation of Persian version of Evidence Based Medicine Questionnaire (EBMQ) in postgraduate medical students in Iran. PLOS ONE 19(4): e0301831. | link |
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| danaei_2024_ebmq_terms | Familiarity with sixteen EBM and statistical terms (systematic review, meta-analysis, case-control study, RCT, relative and absolute risk, odds ratio, p-value, level of evidence, number needed to treat, confidence interval, heterogeneity, publication bias, sensitivity and specificity, positive predictive value, clinical effectiveness), 1 (never heard of it) to 5 (understand it well enough to explain it to others). Several items never attract a 2, which is what a familiarity item looks like in a sample that has mostly either not heard of a term or knows it well; permitted values stay 1-5. 400 postgraduate medical students (internship, residency, specialty, fellowship or subspecialty) at three Tehran universities, proportionate stratified sample, October-December 2022. No missing cells and no covariates -- the deposit is the respondent id plus 40 item columns. (CC BY 4.0) Danaei Z, Madadizadeh F, Sheikhshoaei F, Dehdarirad H (2024). Translation and cross-cultural adaptation of Persian version of Evidence Based Medicine Questionnaire (EBMQ) in postgraduate medical students in Iran. PLOS ONE 19(4): e0301831. | link |
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| danielgonzalez_2020_cdrisc10 | 10-item Connor-Davidson Resilience Scale (CD-RISC-10, Mexican Spanish, 0-5) completed by 330 Mexican medical and psychology students. (CC BY 4.0) Daniel-González, L., García Cadena, C. H., Valle de la O, A., Caycho-Rodríguez, T., & Martínez-Gómez, E. (2020). Validation study of the 10-item Connor-Davidson Resilience Scale among Mexican medical and psychology students. Revista de Psicología y Ciencias del Comportamiento de la Unidad Académica de Ciencias Jurídicas y Sociales, 11(2), 4-18. https://doi.org/10.29059/rpcc.20201215-114 | link |
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| danielgonzalez_2020_pss | Perceived Stress Scale (PSS-14, six-point 0-5, positive items stored stress-keyed) completed by 330 Mexican medical and psychology students. (CC BY 4.0) Daniel-González, L., García Cadena, C. H., Valle de la O, A., Caycho-Rodríguez, T., & Martínez-Gómez, E. (2020). Validation study of the 10-item Connor-Davidson Resilience Scale among Mexican medical and psychology students. Revista de Psicología y Ciencias del Comportamiento de la Unidad Académica de Ciencias Jurídicas y Sociales, 11(2), 4-18. https://doi.org/10.29059/rpcc.20201215-114 | link |
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| danielgonzalez_2020_shs | Subjective Happiness Scale (4 items, 1-7) completed by 330 Mexican medical and psychology students. (CC BY 4.0) Daniel-González, L., García Cadena, C. H., Valle de la O, A., Caycho-Rodríguez, T., & Martínez-Gómez, E. (2020). Validation study of the 10-item Connor-Davidson Resilience Scale among Mexican medical and psychology students. Revista de Psicología y Ciencias del Comportamiento de la Unidad Académica de Ciencias Jurídicas y Sociales, 11(2), 4-18. https://doi.org/10.29059/rpcc.20201215-114 | link |
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| darkfactorfrench_pischel_2026_callousness | Lack of empathy and disregard for others' feelings, measured with the 4-item PID-5-SF subscale. (CC BY-NC 4.0) Pischel, M., & Hilbig, B. E. (2026). Measuring the dark factor of personality in French: Psychometric properties, measurement invariance, and predictive validity. European Journal of Psychological Assessment. Advance online publication. | link |
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| darkfactorfrench_pischel_2026_civic_behavior | Self-reported engagement in aversive civic acts like tax cheating, from the World Values Survey. (CC BY-NC 4.0) Pischel, M., & Hilbig, B. E. (2026). Measuring the dark factor of personality in French: Psychometric properties, measurement invariance, and predictive validity. European Journal of Psychological Assessment. Advance online publication. | link |
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| darkfactorfrench_pischel_2026_crime_analog | Binary yes/no history of criminal and analogous behaviors, such as theft or vandalism. (CC BY-NC 4.0) Pischel, M., & Hilbig, B. E. (2026). Measuring the dark factor of personality in French: Psychometric properties, measurement invariance, and predictive validity. European Journal of Psychological Assessment. Advance online publication. | link |
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| darkfactorfrench_pischel_2026_d70 | 70-item Dark Factor scale measuring the general disposition toward ethically aversive behavior. (CC BY-NC 4.0) Pischel, M., & Hilbig, B. E. (2026). Measuring the dark factor of personality in French: Psychometric properties, measurement invariance, and predictive validity. European Journal of Psychological Assessment. Advance online publication. | link |
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| darkfactorfrench_pischel_2026_dictator_game | Single hypothetical monetary allocation task measuring selfishness in a one-shot economic game. (CC BY-NC 4.0) Pischel, M., & Hilbig, B. E. (2026). Measuring the dark factor of personality in French: Psychometric properties, measurement invariance, and predictive validity. European Journal of Psychological Assessment. Advance online publication. | link |
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| darkfactorfrench_pischel_2026_exploitative | Tendency to take advantage of others, measured with the 6-item Interpersonal Exploitative Scale. (CC BY-NC 4.0) Pischel, M., & Hilbig, B. E. (2026). Measuring the dark factor of personality in French: Psychometric properties, measurement invariance, and predictive validity. European Journal of Psychological Assessment. Advance online publication. | link |
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| darkfactorfrench_pischel_2026_interp_dysfx | Difficulty understanding others' thoughts and feelings, from the Level of Personality Functioning Scale. (CC BY-NC 4.0) Pischel, M., & Hilbig, B. E. (2026). Measuring the dark factor of personality in French: Psychometric properties, measurement invariance, and predictive validity. European Journal of Psychological Assessment. Advance online publication. | link |
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| darkfactorfrench_pischel_2026_normlessness | Belief that rule-breaking is acceptable if it achieves one's goals, 4-item scale. (CC BY-NC 4.0) Pischel, M., & Hilbig, B. E. (2026). Measuring the dark factor of personality in French: Psychometric properties, measurement invariance, and predictive validity. European Journal of Psychological Assessment. Advance online publication. | link |
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| darkfactorfrench_pischel_2026_sdo7s | Preference for group-based social hierarchy and inequality, measured with the SDO7(s) scale. (CC BY-NC 4.0) Pischel, M., & Hilbig, B. E. (2026). Measuring the dark factor of personality in French: Psychometric properties, measurement invariance, and predictive validity. European Journal of Psychological Assessment. Advance online publication. | link |
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| darkfactorfrench_pischel_2026_worldview_cj | Competitive jungle worldview seeing the world as a ruthless struggle for resources. (CC BY-NC 4.0) Pischel, M., & Hilbig, B. E. (2026). Measuring the dark factor of personality in French: Psychometric properties, measurement invariance, and predictive validity. European Journal of Psychological Assessment. Advance online publication. | link |
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| darko_2025_interventions | Agreement with school interventions against substance use, 10 statements, 1-5; N = 420 Ghanaian senior high school students; cov_age, cov_sex, cov_form, cov_religion. (CC0 1.0) Darko, R. A., & Glozah, F. N. (2025). Psychosocial factors driving common substances used among Ghanaian senior high school students. BMC Research Notes. https://doi.org/10.1186/s13104-025-07307-y | link |
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| darko_2025_perceptions | Perceptions of substance use, 12 statements, 1-5; N = 423 Ghanaian senior high school students; cov_age, cov_sex, cov_form, cov_religion. (CC0 1.0) Darko, R. A., & Glozah, F. N. (2025). Psychosocial factors driving common substances used among Ghanaian senior high school students. BMC Research Notes. https://doi.org/10.1186/s13104-025-07307-y | link |
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| darko_2025_reasons | Reasons for substance use, 17 statements, 1-5; N = 423 Ghanaian senior high school students; cov_age, cov_sex, cov_form, cov_religion. (CC0 1.0) Darko, R. A., & Glozah, F. N. (2025). Psychosocial factors driving common substances used among Ghanaian senior high school students. BMC Research Notes. https://doi.org/10.1186/s13104-025-07307-y | link |
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| darko_2025_rses | Rosenberg Self-Esteem Scale, 10 items, 1-4; N = 418 Ghanaian senior high school students (14-22); cov_age, cov_sex, cov_form, cov_religion. (CC0 1.0) Darko, R. A., & Glozah, F. N. (2025). Psychosocial factors driving common substances used among Ghanaian senior high school students. BMC Research Notes. https://doi.org/10.1186/s13104-025-07307-y | link |
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| darr_2026_engagement_news conjoint · source = "conj" |
US Prolific respondents (n = 700, fielded 2024-08-15) chose between two news stories in each of 6 tasks in the engagement conjoint, with randomized headline (authors' short label), news outlet, editor's note (displayed text) and photo (authors' description). One forced choice per task. (CC0 1.0) Darr, J. P., & Robinson, S. (2026). Assessing civic journalism training: A mixed-method applied research study. Political Communication. | link |
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| darr_2026_good_conflict_news conjoint · source = "conj" |
US Prolific respondents (n = 701, fielded 2024-08-12) chose between two news stories in each of 6 tasks in the good conflict conjoint, with randomized headline and note (the authors' value labels, e.g. 'Good: Eye to Eye'), news outlet and photo (authors' description). One forced choice per task. (CC0 1.0) Darr, J. P., & Robinson, S. (2026). Assessing civic journalism training: A mixed-method applied research study. Political Communication. | link |
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| darr_2026_solutions_news conjoint · source = "conj" |
US Prolific respondents (n = 702, fielded 2024-08-09) chose between two news stories in each of 6 tasks in the solutions journalism conjoint, with randomized headline and editor's note (displayed text; the respondent's state piped into the headline is stored as [your state]), news outlet and photo (authors' description). One forced choice per task. (CC0 1.0) Darr, J. P., & Robinson, S. (2026). Assessing civic journalism training: A mixed-method applied research study. Political Communication. | link |
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| darr_2026_transparency_news conjoint · source = "conj" |
US Prolific respondents (n = 607, fielded 2025-01-30) chose between two news stories in each of 8 tasks in the transparency conjoint, with randomized headline, note and pledge (authors' short labels), news outlet and photo (authors' description). One forced choice per task. (CC0 1.0) Darr, J. P., & Robinson, S. (2026). Assessing civic journalism training: A mixed-method applied research study. Political Communication. | link |
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| dasandi_2022_climate_frames conjoint · source = "conj" |
Online panel respondents in China, Germany, India, the UK and the USA (Deltapoll, October 2020, n = 7,512) chose which of two climate-change statements, varying valence, theme, scale and time frame, would make them more likely to support climate policies, in 5 paired tasks. (CC0 1.0) Dasandi, N., Graham, H., Hudson, D., Jankin, S., vanHeerde-Hudson, J., & Watts, N. (2022). Positive, global, and health or environment framing bolsters public support for climate policies. Communications Earth & Environment, 3, 239. | link |
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| dasandi_2022_climate_frames_pilot conjoint · source = "conj" |
Pilot fielding (file 'August pilot', n = 4,935) of the same design in China, Germany, India, the UK and the USA: respondents chose which of two climate-change statements, varying valence, theme, scale and time frame, would make them more likely to support climate policies, in 5 paired tasks. (CC0 1.0) Dasandi, N., Graham, H., Hudson, D., Jankin, S., vanHeerde-Hudson, J., & Watts, N. (2022). Positive, global, and health or environment framing bolsters public support for climate policies. Communications Earth & Environment, 3, 239. | link |
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| dasilva_2019_crt | Item-level Cognitive Reflection Test (3 classic items, binary correct/incorrect, Portuguese) from the same respondents as dasilva_2019_hexaco24; 211 respondents, ids shared with that table (CC BY 4.0) Da Silva, Sergio; Ramos, Mauricio (2019). Dataset for the paper Incomplete Information Choices, Cognitive Ability and Personality. figshare. Dataset. https://doi.org/10.6084/m9.figshare.7582019.v1 | link |
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| dasilva_2019_hexaco24 | Item-level HEXACO-24 personality inventory (24 items, 1-5 Likert, Portuguese) collected alongside a cognitive-reflection/incomplete-information-choice experiment; 240 respondents with itemcov_dimension/itemcov_reverse_scored (CC BY 4.0) Da Silva, Sergio; Ramos, Mauricio (2019). Dataset for the paper Incomplete Information Choices, Cognitive Ability and Personality. figshare. Dataset. https://doi.org/10.6084/m9.figshare.7582019.v1 | link |
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| dass21_2026_22766055 | DASS-21 depression, anxiety and stress, 21 items scored 0-3 (Spanish), 299 young adults. Author slug provisional: the Zenodo deposit's creator field is 'Anonimo'. (CC BY 4.0) Anonimo (2026). El papel mediador de la autoestima corporal [dataset]. Zenodo. | link |
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| dass21_depression_anxiety_stress | DASS-21 data (depression anxiety stress) from medical field research (CC0 1.0) Falih, Maryam; AL-Fayyadh, Sadeq, 2026, "Depression, anxiety and stress data", https://doi.org/10.7910/DVN/TAISB2, Harvard Dataverse, V1 | link |
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| dass21_medical_graduates_bangladesh | DASS-21 data from medical graduates in Bangladesh (online cross-sectional survey) (CC0 1.0) Orthi, Samia Ullah, 2022, "Depression, anxiety and stress among the medical graduates in Bangladesh: An online-based cross- sectional survey", https://doi.org/10.7910/DVN/NZ7VFL, Harvard Dataverse, V1, UNF:6:CsX/u7vq/niOY2K980WHfw== [fileUNF] | link |
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| dass_Thiyagarajan2022 | DASS among Malaysians during COVID 19 (CC0 1.0) Thiyagarajan, A., James, T. G., & Marzo, R. R. (2022). Psychometric properties of the 21-item Depression, Anxiety, and Stress Scale (DASS-21) among Malaysians during COVID-19: A methodological study. Humanities and Social Sciences Communications, 9(1), 1-8. Thiyagarajan, Arulmani, 2022, "Replication Data for: Psychometric properties of the 21-item Depression, Anxiety, and Stress Scale (DASS-21) among Malaysians during COVID-19: a methodological study", https://doi.org/10.7910/DVN/AJVLN6, Harvard Dataverse, V1 | link |
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| dassean_2025_bsmas | Bergen Social Media Addiction Scale (BSMAS, Jordanian Arabic version), 6 items, 1-5 (very rarely-very often), 605 Jordanian school students, university students and community adults aged 16-60; cov_sample, cov_gender, cov_age, cov_sm_hours. (CC BY 4.0) Dassean, K. (2025). Jordanian Version of the Bergen Social Media Addiction Scale (BSMAS) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.28375283.v2 | link |
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| dassean_2025_dass21 | Depression Anxiety Stress Scales (DASS-21, Arabic), 21 items, 0-3, 605 Jordanian school students, university students and community adults aged 16-60; cov_sample, cov_gender, cov_age, cov_sm_hours. (CC BY 4.0) Dassean, K. (2025). Jordanian Version of the Bergen Social Media Addiction Scale (BSMAS) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.28375283.v2 | link |
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| dassonneville_2021_mp_vote conjoint · source = "conj" |
2 x 2 x 2 vignette experiment: 2,001 Canadians (Ipsos, June 2018) each read one scenario in which their MP's personal view, the riding majority and the MP's campaign promise were for or against reducing immigration by 10%, and said how the MP should vote. (CC0 1.0) Dassonneville, R., Blais, A., Sevi, S., & Daoust, J.-F. (2021). How citizens want their legislator to vote. Legislative Studies Quarterly, 46(2), 297-321. | link |
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| datta_2021_spatial_visualization | Spatial Visualization Ability test: 30 dichotomously scored figural items (0/1) administered to 760 schoolchildren aged 7-16. (CC BY 4.0) Datta, S. (2021). Spatial Visualization Ability test data [Dataset]. Mendeley Data. https://doi.org/10.17632/mp49tfzx4w.1 | link |
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| davenport_2026_black_classification conjoint · source = "conj" |
2,397 Black, White and mixed Black-White US adults (Qualtrics Panels, Dec 2020-Feb 2021) compared 5 pairs of hypothetical people varying parents' race (in half the forms), gender, skin tone, class, neighborhood, spouse, incarceration, discrimination and party; they picked the person who is more Black and rated each 0-10 on how Black. (CC0 1.0) Davenport, L. D., Jefferson, H., & Rendleman, H. E. (2026). The politics of Black classification: Sociopolitical cues and racial perception. Perspectives on Politics. | link |
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| davis_2026_ethnic_federalism conjoint · source = "conj" |
Ethiopian university students (n = 1,008 with a usable task; endline and expansion samples pooled) each chose between two hypothetical federal arrangements in up to 2 pairs, varying who hires civil servants, police structure, who decides language/history policy, and how state borders are drawn. Outcome: forced choice. (CC0 1.0) Davis, B., Dow, D. A., Springman, J., & Tellez, J. F. (2026). Two dilemmas in the politics of ethnic federalism: Experimental evidence from Ethiopia. Journal of Conflict Resolution, 70(9), 1642-1669. | link |
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| dd_rotation | Data on mental rotation tasks (GPL-2.0) Borst, G., Kievit, R. A., Thompson, W. L., & Kosslyn, S. M. (2011). Mental rotation is not easily cognitively penetrable. Journal of Cognitive Psychology, 23(1), 60-75. | link |
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| de_vries_2022_bat_burnout_core | 23-item Burnout Assessment Tool (BAT) core symptoms scale, Dutch working adults (CC BY 4.0) de Vries A, et al. (2022) Self-, other-, and meta-perceptions of personality: Relations with burnout symptoms and eudaimonic workplace well-being. PLOS ONE | link |
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| de_vries_2022_bat_secondary | 10-item Burnout Assessment Tool (BAT) secondary symptoms scale, Dutch working adults (CC BY 4.0) de Vries A, et al. (2022) Self-, other-, and meta-perceptions of personality: Relations with burnout symptoms and eudaimonic workplace well-being. PLOS ONE | link |
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| de_vries_2022_eudaimonic_wellb | 8-item Eudaimonic Workplace Well-being Scale (EWWS), Dutch working adults (CC BY 4.0) de Vries A, et al. (2022) Self-, other-, and meta-perceptions of personality: Relations with burnout symptoms and eudaimonic workplace well-being. PLOS ONE | link |
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| de_vries_2022_hexaco_meta | 96-item HEXACO facet meta-perception items (self-rated belief about how others see them), self/other/meta-perception personality burnout study, Dutch working adults (CC BY 4.0) de Vries A, et al. (2022) Self-, other-, and meta-perceptions of personality: Relations with burnout symptoms and eudaimonic workplace well-being. PLOS ONE | link |
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| de_vries_2022_hexaco_other | 96-item HEXACO facet other-rating items by up to 3 colleague raters, self/other/meta-perception personality burnout study, Dutch working adults (CC BY 4.0) de Vries A, et al. (2022) Self-, other-, and meta-perceptions of personality: Relations with burnout symptoms and eudaimonic workplace well-being. PLOS ONE | link |
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| de_vries_2022_hexaco_self | 96-item HEXACO facet self-rating items, self/other/meta-perception personality burnout study, Dutch working adults (CC BY 4.0) de Vries A, et al. (2022) Self-, other-, and meta-perceptions of personality: Relations with burnout symptoms and eudaimonic workplace well-being. PLOS ONE | link |
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| dean_2026_participatory_processes conjoint · source = "conj" |
German adults compared pairs of hypothetical citizen-participation processes (selection of participants, policy area, communication, mode of participation, duration, obligation of policymakers), chose the better one and rated each from 0 to 6. Dynata quota sample of 3,002 respondents, 4 tasks, fielded August-September 2026. (CC BY 4.0) Dean, R., Kindermann, P. A., & Ruler, M. (2026). INSPIRE-PoPPiE conjoint survey on inclusive participatory processes, Germany 2026 (Version 1.0) [Data set]. Zenodo. | link |
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| debacker_2018_decisionjustification | Decision-justification scale, elite athletes, 4 items, repeated across matches, N=96 (CC BY 4.0) De Backer, M., et al. (2018). Do coaching style and game circumstances predict athletes' perceived justice of their coach? A longitudinal study in elite handball and volleyball teams. PLOS ONE. | link |
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| debacker_2018_justice_appraisal | Distributive/procedural justice appraisal scale, elite athletes, 12 items, repeated across matches, N=96 (CC BY 4.0) De Backer, M., et al. (2018). Do coaching style and game circumstances predict athletes' perceived justice of their coach? A longitudinal study in elite handball and volleyball teams. PLOS ONE. | link |
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| debele_2026_opendata_portal conjoint · source = "conj" |
Researchers, tech-startup members and computing students in Adama City, Ethiopia (Aug-Dec 2025, n=150) ranked in 5 fixed choice sets three hypothetical open-government-data portals (search, download format, API, data quality, visualization) plus a status quo; the table stores each portal's rank 1-4 (1 = most preferred). (CC BY 4.0) Debele, G. (2026). Dataset for: User-centered design for open government data platforms in developing smart cities: A discrete choice experiment in Adama City, Ethiopia [Data set]. Zenodo. | link |
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| debenedictiskessner_2022_opioid_identity conjoint · source = "conj" |
US adults (NORC AmeriSpeak, June 2019, n = 3,107) each read one news story about a recovering opioid user whose race, gender, residential location, pathway to addiction and insurance were randomized, then rated federal spending on treatment and on law enforcement and whether addicts are to blame (5-point scales). (CC0 1.0) de Benedictis-Kessner, J., & Hankinson, M. (2024). How the identity of substance users shapes public opinion on opioid policy. Political Behavior, 46(1), 609-629. | link |
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| debian_2006_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2006), voting period ending 2006-04-17: 421 developers each ranked 7 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2006. Vote record and tally sheet, https://www.debian.org/vote/2006/vote_002 (read 2026-10-15). | link |
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| debian_2006_gr_firmware rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Handling source-less firmware in the Linux kernel), voting period ending 2006-10-15: 323 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Handling source-less firmware in the Linux kernel. Vote record and tally sheet, https://www.debian.org/vote/2006/vote_007 (read 2026-10-15). | link |
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| debian_2006_gr_gfdl rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Why the GNU Free Documentation License is not suitable for Debian main), voting period ending 2006-03-12: 369 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Why the GNU Free Documentation License is not suitable for Debian main. Vote record and tally sheet, https://www.debian.org/vote/2006/vote_001 (read 2026-10-15). | link |
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| debian_2006_gr_reaffirm_dpl rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Re-affirm support to the Debian Project Leader), voting period ending 2006-10-15: 333 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Re-affirm support to the Debian Project Leader. Vote record and tally sheet, https://www.debian.org/vote/2006/vote_006 (read 2026-10-15). | link |
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| debian_2007_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2007), voting period ending 2007-04-17: 482 developers each ranked 8 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2007. Vote record and tally sheet, https://www.debian.org/vote/2007/vote_001 (read 2026-10-15). | link |
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| debian_2007_gr_election_length rankings · source = "rank" |
Debian Project General Resolution (Constitutional amendment: reduce the length of DPL election process), voting period ending 2007-10-07: 230 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Constitutional amendment: reduce the length of DPL election process. Vote record and tally sheet, https://www.debian.org/vote/2007/vote_004 (read 2026-10-15). | link |
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| debian_2008_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2008), voting period ending 2008-04-17: 401 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2008. Vote record and tally sheet, https://www.debian.org/vote/2008/vote_001 (read 2026-10-15). | link |
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| debian_2008_gr_lenny_dfsg rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Lenny and resolving DFSG violations), voting period ending 2008-12-27: 367 developers each ranked 6 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Lenny and resolving DFSG violations. Vote record and tally sheet, https://www.debian.org/vote/2008/vote_003 (read 2026-10-15). | link |
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| debian_2008_gr_membership rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Project membership procedures), voting period ending 2008-12-14: 277 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Project membership procedures. Vote record and tally sheet, https://www.debian.org/vote/2008/vote_002 (read 2026-10-15). | link |
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| debian_2009_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2009), voting period ending 2009-04-11: 361 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2009. Vote record and tally sheet, https://www.debian.org/vote/2009/vote_001 (read 2026-10-15). | link |
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| debian_2010_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2010), voting period ending 2010-04-15: 436 developers each ranked 4 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2010. Vote record and tally sheet, https://www.debian.org/vote/2010/vote_001 (read 2026-10-15). | link |
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| debian_2012_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2012), voting period ending 2012-04-14: 403 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2012. Vote record and tally sheet, https://www.debian.org/vote/2012/vote_001 (read 2026-10-15). | link |
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| debian_2013_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2013), voting period ending 2013-04-13: 390 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2013. Vote record and tally sheet, https://www.debian.org/vote/2013/vote_001 (read 2026-10-15). | link |
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| debian_2014_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2014), voting period ending 2014-04-13: 401 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2014. Vote record and tally sheet, https://www.debian.org/vote/2014/vote_001 (read 2026-10-15). | link |
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| debian_2014_gr_coc rankings · source = "rank" |
Debian Project General Resolution (General Resolution: code of conduct), voting period ending 2014-04-27: 288 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: code of conduct. Vote record and tally sheet, https://www.debian.org/vote/2014/vote_002 (read 2026-10-15). | link |
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| debian_2014_gr_init_coupling rankings · source = "rank" |
Debian Project General Resolution (General Resolution: init system coupling), voting period ending 2014-11-18: 483 developers each ranked 4 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: init system coupling. Vote record and tally sheet, https://www.debian.org/vote/2014/vote_003 (read 2026-10-15). | link |
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| debian_2014_gr_tc_terms rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Limiting the term of the technical committee members), voting period ending 2015-01-08: 238 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Limiting the term of the technical committee members. Vote record and tally sheet, https://www.debian.org/vote/2014/vote_004 (read 2026-10-15). | link |
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| debian_2015_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2015), voting period ending 2015-04-14: 353 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2015. Vote record and tally sheet, https://www.debian.org/vote/2015/vote_001 (read 2026-10-15). | link |
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| debian_2016_gr_declassify2 rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Declassifying debian-private), voting period ending 2016-10-22: 235 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Declassifying debian-private. Vote record and tally sheet, https://www.debian.org/vote/2016/vote_004 (read 2026-10-15). | link |
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| debian_2017_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2017), voting period ending 2017-04-15: 322 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2017. Vote record and tally sheet, https://www.debian.org/vote/2017/vote_001 (read 2026-10-15). | link |
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| debian_2019_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2019), voting period ending 2019-04-20: 378 developers each ranked 4 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2019. Vote record and tally sheet, https://www.debian.org/vote/2019/vote_001 (read 2026-10-15). | link |
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| debian_2019_gr_init_systems rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Init systems and systemd), voting period ending 2019-12-27: 425 developers each ranked 7 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Init systems and systemd. Vote record and tally sheet, https://www.debian.org/vote/2019/vote_002 (read 2026-10-15). | link |
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| debian_2020_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2020), voting period ending 2020-04-21: 339 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2020. Vote record and tally sheet, https://www.debian.org/vote/2020/vote_001 (read 2026-10-15). | link |
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| debian_2021_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2021), voting period ending 2021-04-21: 455 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2021. Vote record and tally sheet, https://www.debian.org/vote/2021/vote_001 (read 2026-10-15). | link |
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| debian_2021_gr_fsf_statement rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Statement regarding Richard Stallman's readmission to the FSF board), voting period ending 2021-04-17: 420 developers each ranked 7 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Statement regarding Richard Stallman's readmission to the FSF board. Vote record and tally sheet, https://www.debian.org/vote/2021/vote_002 (read 2026-10-15). | link |
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| debian_2021_gr_resolution_proc rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Change the resolution process), voting period ending 2022-01-28: 208 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Change the resolution process. Vote record and tally sheet, https://www.debian.org/vote/2021/vote_003 (read 2026-10-15). | link |
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| debian_2022_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2022), voting period ending 2022-04-21: 354 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2022. Vote record and tally sheet, https://www.debian.org/vote/2022/vote_002 (read 2026-10-15). | link |
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| debian_2022_gr_nonfree_firmware rankings · source = "rank" |
Debian Project General Resolution (General Resolution: non-free firmware), voting period ending 2022-10-01: 366 developers each ranked 6 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: non-free firmware. Vote record and tally sheet, https://www.debian.org/vote/2022/vote_003 (read 2026-10-15). | link |
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| debian_2022_gr_voting_secrecy rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Voting secrecy), voting period ending 2022-03-26: 258 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Voting secrecy. Vote record and tally sheet, https://www.debian.org/vote/2022/vote_001 (read 2026-10-15). | link |
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| debian_2023_gr_cra_pld rankings · source = "rank" |
Debian Project General Resolution (General Resolution: Statement about the EU Legislation "Cyber Resilience Act and Product Liability Directive"), voting period ending 2023-12-22: 163 developers each ranked 3 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: Statement about the EU Legislation "Cyber Resilience Act and Product Liability Directive". Vote record and tally sheet, https://www.debian.org/vote/2023/vote_002 (read 2026-10-15). | link |
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| debian_2024_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2024), voting period ending 2024-04-21: 362 developers each ranked 2 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2024. Vote record and tally sheet, https://www.debian.org/vote/2024/vote_001 (read 2026-10-15). | link |
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| debian_2025_dpl rankings · source = "rank" |
Debian Project Project Leader election (Debian Project Leader Elections 2025), voting period ending 2025-04-21: 362 developers each ranked 4 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = candidates coded c01.. in alphabetical order of the printed names (names not stored); resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. Debian Project Leader Elections 2025. Vote record and tally sheet, https://www.debian.org/vote/2025/vote_001 (read 2026-10-15). | link |
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| debian_2026_gr_llm_usage rankings · source = "rank" |
Debian Project General Resolution (General Resolution: LLM usage in Debian), voting period ending 2026-08-28: 425 developers each ranked 8 options plus the default option ('none of the above' / 'further discussion') under Debian's Condorcet (Schwartz sequential dropping) rule. One row per ballot x ranked option; item = the option labels as printed on the results page; resp = the rank given (1 = best) as recorded; unranked options have no row; equal ranks are allowed and kept. Rankings layout (irw_rank family, data/rankings/README.md). (MIT) Debian Project. General Resolution: LLM usage in Debian. Vote record and tally sheet, https://www.debian.org/vote/2026/vote_002 (read 2026-10-15). | link |
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| debruin_2026_crisis_accountability conjoint · source = "conj" |
US adults (Lucid, July 2022, n = 4,191) read 5 text vignettes in which a president of randomized party, gender, age and electoral mandate responds to one of 9 situations (crises or a non-crisis control) with one of 10 actions, some undermining accountability, and rated their approval on a 6-point scale. (CC0 1.0) De Bruin, E., & Jones, C. W. (forthcoming). Public support for undermining executive accountability in times of crisis. European Journal of Political Research. | link |
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| decamp_2022_online_discussion | 12-item self-report scale of online discussion-facilitation behaviors (1-5 Likert frequency), from a survey of N=117 college instructors. (CC BY 4.0) DeCamp W, Horvitz B, Garza Mitchell R, Kowalske M, Singleton C (2022) Development of a self-report instrument for measuring online teaching practices and discussion facilitation. PLoS ONE. | link |
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| deception_game | Data on feelings of deception after playing an online game (CC BY 4.0) Krasnow, M.M., Howard, R.M. & Eisenbruch, A.B. The importance of being honest? Evidence that deception may not pollute social science subject pools after all. Behav Res 52, 1175–1188 (2020). https://doi.org/10.3758/s13428-019-01309-y | link |
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| deception_professors | Data on professors' feelings on deception in academia (CC BY 4.0) Krasnow, M.M., Howard, R.M. & Eisenbruch, A.B. The importance of being honest? Evidence that deception may not pollute social science subject pools after all. Behav Res 52, 1175–1188 (2020). https://doi.org/10.3758/s13428-019-01309-y | link |
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| deckman_2022_genz_candidates conjoint · source = "conj" |
Survey experiment in a Generation Z US sample (n = 2,205): each respondent saw one Democratic politician whose age (22 or 68), gender and race (White or Black) were randomized (2 x 2 x 2, between-subject); outcomes are eight 0-1 items on likelihood of future political engagement. (CC0 1.0) Deckman, M., & McDonald, J. (2022). Uninspired by old white guys: The mobilizing factor of younger, more diverse candidates for Gen Z women. Politics & Gender, 19(1), 195-219. | link |
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| degirolamo_2022_brs | Brief Resilience Scale, 3 of its 6 items (BRS 2, 3 and 4), rated 1 (strongly disagree) to 7 (strongly agree) rather than the BRS's 1-5. pag15_1_1 and pag15_1_3 are negatively worded; responses unreversed. Italian adults aged 18-70, online quota samples (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), four independent cross-sections in January, February, March and May 2021. N=10,013. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_cmq | Conspiracy Mentality Questionnaire (Bruder et al. 2013), 5 items rated 1 (completely false) to 7 (completely true). Italian adults aged 18-70, online quota samples (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), four independent cross-sections in January, February, March and May 2021. N=10,013. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_covid_perception | Feelings about COVID-19, 7 bipolar items ("I feel COVID-19 is ...": close/far, spreading slowly/fast, always/never on my mind, frightening/not, exaggerated by the media/not, makes me helpless/I can handle it, stressful/not), rated 1-7 between the two poles; pole direction differs across items. Italian adults aged 18-70, online quota samples (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), four independent cross-sections in January, February, March and May 2021. N=10,013. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_health_literacy | COVID-19 health literacy, 9 items on how easy it is to find, understand, judge and follow COVID-19 information and recommendations, rated 1 (very difficult) to 7 (very easy). Italian adults aged 18-70, online quota samples (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), four independent cross-sections in January, February, March and May 2021. N=10,013. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_info_use | How often 11 sources are used for COVID-19 information (TV, newspapers, health workers, social media, radio, Ministry of Health, national health institute, celebrities, WHO, helplines, national website), rated 1 (never) to 7 (very often). Italian adults aged 18-70, online quota samples (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), four independent cross-sections in January, February, March and May 2021. N=10,013. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_k6 | Kessler Psychological Distress Scale (K6), 6 items on the past 30 days, stored 1 (always) to 5 (never): reversed against standard K6 scoring, so higher resp means lower distress. Italian adults aged 18-70, online quota sample (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), May 2021 (fourth wave only). N=2,500. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_optimism_selfworth | An unnamed 8-statement block on optimism, life satisfaction, social support and self-worth (one negatively worded: the future seems dark), rated 1 (strongly disagree) to 5 (strongly agree); no source instrument is named. Italian adults aged 18-70, online quota sample (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), May 2021 (fourth wave only). N=2,500. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_protective_behaviour | COVID-19 protective behaviours in the past 7 days, 9 items (hand washing, sanitiser, masks, distancing, avoiding events, staying home, ...), rated 1 (never) to 7 (very often). For staying home from work or school, "not applicable" answers are dropped. Italian adults aged 18-70, online quota samples (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), four independent cross-sections in January, February, March and May 2021. N=10,013. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_risk_perception | COVID-19 perceived risk, 3 items rated 1-7: likelihood of infection (1 very unlikely to 7 very likely), vulnerability (1 completely vulnerable to 7 completely invulnerable, the opposite pole order) and severity (1 not at all to 7 very severe). Italian adults aged 18-70, online quota samples (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), four independent cross-sections in January, February, March and May 2021. N=10,013. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_tipi | Ten-Item Personality Inventory (TIPI), Italian, 10 items rated 1 (completely disagree) to 7 (completely agree); items 2, 4, 6, 8 and 10 are negatively keyed and unreversed. Italian adults aged 18-70, online quota sample (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), May 2021 (fourth wave only). N=2,500. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_trust_institutions | Trust that 9 institutions can handle COVID-19 (GP, hospitals, Ministry of Health, national health institute, schools, public transport, police, employer, parish), rated 1 (no trust at all) to 7 (very high trust); "not applicable" answers for employer and parish are dropped. Italian adults aged 18-70, online quota samples (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), four independent cross-sections in January, February, March and May 2021. N=10,013. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_trust_sources | Trust in 11 sources of COVID-19 information (TV, newspapers, health workers, social media, radio, Ministry of Health, national health institute, celebrities, WHO, helplines, national website), rated 1 (no trust at all) to 7 (very high trust). Italian adults aged 18-70, online quota samples (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), four independent cross-sections in January, February, March and May 2021. N=10,013. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| degirolamo_2022_who5 | WHO-5 Well-Being Index, 5 items, stored 1 (all of the time) to 6 (at no time): reversed and shifted against standard WHO-5 scoring, so higher resp means lower well-being. Italian adults aged 18-70, online quota samples (Italian arm of the WHO/Europe COVID-19 behavioural insights survey), four independent cross-sections in January, February, March and May 2021. N=10,013. (CC BY 4.0) de Girolamo G, Ferrari C, Candini V, Buizza C, Calamandrei G, Caserotti M, Gavaruzzi T, Girardi P, Habersaat KB, Lotto L, Scherzer M, Starace F, Tasso A, Zamparini M, Zarbo C (2022). Psychological well-being during the COVID-19 pandemic in Italy assessed in a four-waves survey. Scientific Reports, 12, 17945. https://doi.org/10.1038/s41598-022-22994-4 | link |
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| deilkas_2019_collaboration | SAQ collaboration and communication ratings for 14 staff groups and services, 1-5; N = 269 Norwegian nursing home staff; cov_nursing_home, cov_ward, cov_position, cov_sex, cov_age_group, cov_experience_years, cov_experience_here_years, cov_shift, cov_position_pct, cov_permanent, cov_norwegian_native. (CC BY 4.0) Deilkås, E. C. T., Hofoss, D., Husebo, B. S., & Bondevik, G. T. (2019). Opportunities for improvement in nursing homes: Variance of six patient safety climate factor scores across nursing homes and wards -- Assessed by the Safety Attitudes Questionnaire. PLOS ONE, 14(6), e0218244. https://doi.org/10.1371/journal.pone.0218244 | link |
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| deilkas_2019_patient_safety_climate | Patient safety climate scale, Norwegian GP practice staff, 62 items, N=112 (CC BY 4.0) Deilkas, E. C. T., et al. (2019). Variation in staff perceptions of patient safety climate across work sites in Norwegian general practitioner practices and out-of-hour clinics. PLOS ONE. | link |
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| deilkas_2019_saq | Safety Attitudes Questionnaire (nursing home version), 62 items, 1-5; N = 288 staff of 34 wards in five Norwegian nursing homes; cov_nursing_home, cov_ward, cov_position, cov_sex, cov_age_group, cov_experience_years, cov_experience_here_years, cov_shift, cov_position_pct, cov_permanent, cov_norwegian_native. (CC BY 4.0) Deilkås, E. C. T., Hofoss, D., Husebo, B. S., & Bondevik, G. T. (2019). Opportunities for improvement in nursing homes: Variance of six patient safety climate factor scores across nursing homes and wards -- Assessed by the Safety Attitudes Questionnaire. PLOS ONE, 14(6), e0218244. https://doi.org/10.1371/journal.pone.0218244 | link |
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| dejesus_2017_gpm | Item-level Geriatric Pain Measure (GPM, 24 items, mostly binary with two 0-10 pain-intensity items) from a randomized double-blind placebo-controlled trial of intra-articular ozone for knee osteoarthritis; 98 patients assessed at baseline/4/8/16 weeks (CC BY 4.0) Lopes de Jesus, C.C., Neto, L.N.S., dos Santos, F.C., Jennings, F., Costa Cruz Miranda, J.R., Natour, J. (2017). Comparison between intra-articular ozone and placebo in the treatment of knee osteoarthritis: A randomized, double-blinded, placebo-controlled study. PLOS ONE, 12(7), e0179185. https://doi.org/10.1371/journal.pone.0179185 | link |
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| dejesus_2017_lequesne | Item-level Lequesne Algofunctional Index (10 items, pain/walking-distance/daily-life-difficulty domains, patient-rated) from a randomized double-blind placebo-controlled trial of intra-articular ozone for knee osteoarthritis; 98 patients assessed at baseline/4/8/16 weeks (CC BY 4.0) Lopes de Jesus, C.C., Neto, L.N.S., dos Santos, F.C., Jennings, F., Costa Cruz Miranda, J.R., Natour, J. (2017). Comparison between intra-articular ozone and placebo in the treatment of knee osteoarthritis: A randomized, double-blinded, placebo-controlled study. PLOS ONE, 12(7), e0179185. https://doi.org/10.1371/journal.pone.0179185 | link |
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| dejesus_2017_sf36 | Item-level SF-36 quality-of-life responses (22 raw items) from a randomized double-blind placebo-controlled trial of intra-articular ozone for knee osteoarthritis; 98 patients assessed at baseline/4/8/16 weeks (CC BY 4.0) Lopes de Jesus, C.C., Neto, L.N.S., dos Santos, F.C., Jennings, F., Costa Cruz Miranda, J.R., Natour, J. (2017). Comparison between intra-articular ozone and placebo in the treatment of knee osteoarthritis: A randomized, double-blinded, placebo-controlled study. PLOS ONE, 12(7), e0179185. https://doi.org/10.1371/journal.pone.0179185 | link |
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| dejesus_2017_womac | Item-level WOMAC osteoarthritis index (24 items, pain/stiffness/physical-function subscales, 0-100 VAS-style response) from a randomized double-blind placebo-controlled trial of intra-articular ozone for knee osteoarthritis; 98 patients assessed at baseline/4/8/16 weeks (CC BY 4.0) Lopes de Jesus, C.C., Neto, L.N.S., dos Santos, F.C., Jennings, F., Costa Cruz Miranda, J.R., Natour, J. (2017). Comparison between intra-articular ozone and placebo in the treatment of knee osteoarthritis: A randomized, double-blinded, placebo-controlled study. PLOS ONE, 12(7), e0179185. https://doi.org/10.1371/journal.pone.0179185 | link |
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| dejonckheere_2018_esm_affect | Momentary affect in a two-week experience sampling study of a Belgian (Flemish) community sample. Five sliders per prompt, "How happy / relaxed / sad / angry / stressed do you feel at the moment?", from "not at all" to "very" [emotion], recorded 0 to 100. 100 people, 7 prompts/day for 14 days, 8,702 answered prompts; wave is the scheduled prompt number (1 to 98), so missed prompts leave gaps. No timestamps, so no date. (CC BY 4.0) Dejonckheere, E., Kalokerinos, E. K., Bastian, B., & Kuppens, P. (2019). Poor emotion regulation ability mediates the link between depressive symptoms and affective bipolarity. Cognition and Emotion, 33(5), 1076-1083. | link |
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| dekleer_2025_protest_support conjoint · source = "conj" |
2,528 Dutch adults (IPSOS, June 2023) each rated two protest vignettes whose group (climate activists or farmers), action (legal protest, blocked highway, vandalized state property) and violence (none, attacked police, attacked police and arrested) were randomized. Outcomes: support for the protest actions (1-5) and whether the group should be prosecuted (yes/no); survey weight included. (CC0 1.0) De Kleer, D., De Vries, C. E., & van Teutem, S. (2025). Public support for pro-environment and environment-critical movements. British Journal of Political Science, 55, e161. | link |
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| dekruiff_2026_forests_poland conjoint · source = "conj" |
Choice experiment on forest landscape change in Poland: 933 respondents chose, in each of 8 choice sets, between two forest-management alternatives (forest management share, public access, guided tours, fee) and a status quo. (CC BY 4.0) De Kruiff, T. (2026). Data (code and survey responses) for paper Value pluralism and the economic valuation of landscape change: Evidence on the suitability of stated preference methods [Data set]. Zenodo. | link |
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| dekruiff_2026_forests_slovakia conjoint · source = "conj" |
Choice experiment on forest landscape change in Slovakia: 846 respondents chose, in each of 8 choice sets, between two forest-management alternatives (forest management share, public access, guided tours, fee) and a status quo. (CC BY 4.0) De Kruiff, T. (2026). Data (code and survey responses) for paper Value pluralism and the economic valuation of landscape change: Evidence on the suitability of stated preference methods [Data set]. Zenodo. | link |
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| delacruzvaldiviano_2024_djgls | De Jong Gierveld Loneliness Scale (11 items, Spanish; dichotomised loneliness-keyed item scores 0/1) from an online survey of 1,248 Peruvian adults. (CC BY 4.0) De La Cruz-Valdiviano, C. B. (2024). De Jong Gierveld Loneliness Scale: validity, reliability and fairness in Peruvian adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.11377073 | link |
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| delapena_2026_fscale | Adorno F-scale (authoritarian personality), 30 items (F01-F30), recoded 0-5. Two independent Mexican national surveys (2021 and 2024), 1,997 adults. Covariates: survey year, sex, age band, education, region. (CC0 1.0) de la Peña, Ricardo (2026). Base de datos de las encuestas nacionales sobre personalidad autoritaria de los mexicanos (2021-2024) [dataset]. Harvard Dataverse. | link |
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| delem_2026_osivq | Object-Spatial Imagery and Verbal Questionnaire (OSIVQ), 34 items as administered (14 object, 11 spatial, 9 verbal), 1 totally disagree - 5 totally agree, stored as answered (reverse-keyed items not reversed). 115 adults (mostly French-speaking online volunteers, including people with aphantasia). Covariates: task version, interface language (English/French), age, gender. (CC BY 4.0) Delem M (2026). Working memory representational strategies in aphantasia (WM-FTT) [Data set]. OSF. https://doi.org/10.17605/OSF.IO/3649S | link |
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| delem_2026_vviq | Vividness of Visual Imagery Questionnaire (VVIQ), 16 items, 1 perfectly clear and vivid - 5 no image at all. 115 adults (mostly French-speaking online volunteers, including people with aphantasia) in a working-memory strategy study. Covariates: task version, interface language (English/French), age, gender. (CC BY 4.0) Delem M (2026). Working memory representational strategies in aphantasia (WM-FTT) [Data set]. OSF. https://doi.org/10.17605/OSF.IO/3649S | link |
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| deleon_villagran_2026_tmms24 | Trait Meta-Mood Scale-24, Spanish, 24 items 1-5, from 491 Colombian university students. (CC BY 4.0) Deleon Villagran, M. (2026). Data - The Trait Meta-Mood Scale-24 (TMMS-24) and Academic performance. Mendeley Data. | link |
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| delponte_2020_debt_dilemmas conjoint · source = "conj" |
648 MTurk workers each read one vignette about a country (Avalon) that owes a loan to another (Freedonia), randomized on the number of jobs lost by repaying (6,000 to 100,000) and full vs partial default; outcomes are what the government should do and moral-wrongness and punishment judgements. (CC0 1.0) Del Ponte, A., & DeScioli, P. (2020). Pay your debts: Moral dilemmas of international debt. Political Behavior. | link |
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| demirbag_2025_emotions | Academic emotions, 1-5. 1073 respondents x 24 items = 25752 responses. (CC0 1.0) Demirbag, M., & Savas, B. (2025). The Examination of the Relationships among Middle School Students' Epistemological Beliefs, Goal Orientations and Emotions [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/HYZ6QH | link |
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| demirbag_2025_epistemological_beliefs | Epistemological beliefs, 1-5, Turkish middle-school students. 1073 respondents x 26 items = 27898 responses. (CC0 1.0) Demirbag, M., & Savas, B. (2025). The Examination of the Relationships among Middle School Students' Epistemological Beliefs, Goal Orientations and Emotions [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/HYZ6QH | link |
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| demirbag_2025_goal_orientations | Goal orientations, 1-5. 1073 respondents x 21 items = 22533 responses. (CC0 1.0) Demirbag, M., & Savas, B. (2025). The Examination of the Relationships among Middle School Students' Epistemological Beliefs, Goal Orientations and Emotions [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/HYZ6QH | link |
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| demirdelen_2023_math_anxiety | A 20-item mathematics-anxiety scale (1-5) answered by 413 Turkish students NESTED IN 12 TEACHERS, which cluster_id carries (11 to 87 students per teacher). Covariates include the student's achievement grade and five teacher-level attributes joined on the teacher id. The deposit is explicitly a hierarchical-linear-modelling study. Its covariate codings come from a hand-written legend beside the data, transcribed into the processing script. (CC BY 4.0) Demirdelen, Z., Ozer Ozkan, Y., & Acar Guvendir, M. (2023). Predicting Mathematics Anxiety and Achievement: Unveiling the Significance of Student and Teacher Attributes through Hierarchical Linear Modeling [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.8072287 | link |
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| demirdelen_2023_parent_questionnaire | A 16-item parent questionnaire (1-5) answered by the parents of the same 413 Turkish students, row-matched to them: the deposit labels its rows ebeveyn-1..413 against the students' ogrenci-1..413 in the same order and with the same teacher on every row, so the shared id is the family link. cluster_id is the child's teacher. The deposit's 29-item TEACHER instrument is not shipped: 12 respondents, far below the N floor. (CC BY 4.0) Demirdelen, Z., Ozer Ozkan, Y., & Acar Guvendir, M. (2023). Predicting Mathematics Anxiety and Achievement: Unveiling the Significance of Student and Teacher Attributes through Hierarchical Linear Modeling [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.8072287 | link |
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| den_kay_2025 | Item-level responses from the Denialism Scale, adminstered once in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| denning_2020_hads | Hospital Anxiety and Depression Scale (HADS, 14 items, 0-3, the instrument's own per-item anchors). 3,537 healthcare workers in Singapore (2,503), the UK (765), Poland (232) and elsewhere, surveyed March-June 2020 (English and validated Polish versions). Covariates: gender, role (nurse/doctor/AHP/non-clinical), country, redeployed, treated a COVID-19 patient in the past week, days worked last week, education. (CC BY 4.0) Denning M, Goh ET, Tan B, Kanneganti A, Almonte M, Scott A, et al. (2021). Determinants of burnout and other aspects of psychological well-being in healthcare workers during the Covid-19 pandemic: A multinational cross-sectional study. PLOS ONE 16(4): e0238666. | link |
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| denning_2020_olbi | Oldenburg Burnout Inventory (OLBI, 16 items), 1 strongly disagree to 4 strongly agree in the AGREEMENT direction on every item (the deposit's recode reverses the eight positively worded items for scoring; not applied). 3,537 healthcare workers in Singapore (2,503), the UK (765), Poland (232) and elsewhere, surveyed March-June 2020 (English and validated Polish versions). Covariates: gender, role (nurse/doctor/AHP/non-clinical), country, redeployed, treated a COVID-19 patient in the past week, days worked last week, education. (CC BY 4.0) Denning M, Goh ET, Tan B, Kanneganti A, Almonte M, Scott A, et al. (2021). Determinants of burnout and other aspects of psychological well-being in healthcare workers during the Covid-19 pandemic: A multinational cross-sectional study. PLOS ONE 16(4): e0238666. | link |
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| denning_2020_saq | Safety Attitudes Questionnaire (SAQ), 36 statements as administered, 1 disagree strongly to 5 agree strongly ('not applicable' is missing). The deposit's SAQ.N columns are the authors' agree/disagree DICHOTOMY; the five-point answer is what ships, recovered from the deposit's own text columns and tied to SAQ.N by position with the dichotomy reproduced on every twin. SAQ.8 ('Medical errors are handled appropriately') has no twin and was answered by 1,034. 3,537 healthcare workers in Singapore (2,503), the UK (765), Poland (232) and elsewhere, surveyed March-June 2020 (English and validated Polish versions). Covariates: gender, role (nurse/doctor/AHP/non-clinical), country, redeployed, treated a COVID-19 patient in the past week, days worked last week, education. (CC BY 4.0) Denning M, Goh ET, Tan B, Kanneganti A, Almonte M, Scott A, et al. (2021). Determinants of burnout and other aspects of psychological well-being in healthcare workers during the Covid-19 pandemic: A multinational cross-sectional study. PLOS ONE 16(4): e0238666. | link |
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| dennis_2019_chirp | Collaborative Healthcare Interdisciplinary Relationship Planning (CHIRP) instrument, 14 items, 1 = I do not agree at all ... 5 = I completely agree. 529 forms from health-professions students in 7 colleges, before (pre) and after (post) didactic or clinical interprofessional cohorts; pre and post forms are not linked by ID. Covariates: college, session. (CC0 1.0) Dennis, D., Craft, M., Bratzler, D., et al. (2019). Evaluation of student perceptions with 2 interprofessional assessment tools -- the Collaborative Healthcare Interdisciplinary Relationship Planning instrument and the Interprofessional Attitudes Scale -- following didactic and clinical learning experiences in the United States. Journal of Educational Evaluation for Health Professions, 16, 35. https://doi.org/10.3352/jeehp.2019.16.35 | link |
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| dennis_2019_ipas | Interprofessional Attitudes Scale (IPAS), 27 items, 1 = strongly disagree ... 7 = strongly agree; item A6 stored reverse-scored as deposited (A6_rev). 475 forms from 254 health-professions students in 7 colleges, pre and post didactic or clinical interprofessional cohorts (wave). Covariates: college, session. (CC0 1.0) Dennis, D., Craft, M., Bratzler, D., et al. (2019). Evaluation of student perceptions with 2 interprofessional assessment tools -- the Collaborative Healthcare Interdisciplinary Relationship Planning instrument and the Interprofessional Attitudes Scale -- following didactic and clinical learning experiences in the United States. Journal of Educational Evaluation for Health Professions, 16, 35. https://doi.org/10.3352/jeehp.2019.16.35 | link |
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| denny_2022_police_cooperation conjoint · source = "conj" |
Paired conjoint on cooperation with the police: 1,841 respondents of a nationwide survey in Guatemala chose, in each of 2 pairs, the scenario in which they would cooperate with the police; scenarios varied police origin, reprisal risk, general violence, economic losses, neighbours' help and police effectiveness. (CC0 1.0) Denny, E. K., Dow, D. A., Pitts, W., & Wibbels, E. (2023). Citizen cooperation with the police: Evidence from contemporary Guatemala. Comparative Political Studies, 56(7), 1072-1110. | link |
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| depression_anxiety_stress | Data from an online survey that measures scales of depression anxiety and stress (CC BY 4.0) (2021). Depression Anxiety Stress Scales [dataset and codebook]. http://openpsychometrics.org/_rawdata/DASS_data_21.02.19.zip | link |
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| depression_hymcohort_tang2022 | depression via promis and BSI (CC0 1.0) Tang, X., Schalet, B. D., Janulis, P., Kipke, M. D., Kaat, A., Mustanski, B., ... & Gorbach, P. M. (2022). Can a linking crosswalk table be applied to a different population? An independent validation study for a crosswalk between BSI depression and PROMIS depression scales. PloS one, 17(11), e0278232. Tang, Xiaodan, 2022, "Replication Data for: BSI Depression and PROMIS Depression data from the HYM cohort", https://doi.org/10.7910/DVN/RX8OLL, Harvard Dataverse, V1, UNF:6:z+36Js2KhMWNDytcNIo+NQ== [fileUNF] | link |
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| depue_2021_brs | Brief Resilience Scale (Dutch), six items 1 (strongly disagree) to 5 (strongly agree), items 2, 4 and 6 stored reverse-scored as deposited; adults aged 65+ in Flanders, Belgium, May-June 2020 during the first COVID-19 lockdown. 3,798 responses from 633 respondents on 6 items. (CC BY 4.0) De Pue S, Gillebert C, Dierckx E, Vanderhasselt MA, De Raedt R, Van den Bussche E (2021). The impact of the COVID-19 pandemic on wellbeing and cognitive functioning of older adults. Scientific Reports, 11, 4636. https://doi.org/10.1038/s41598-021-84127-7 | link |
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| depue_2021_lsns6 | Lubben Social Network Scale-6, six items on family and non-family ties scored 0-5 (0, 1, 2, 3-4, 5-8, 9+ people); adults aged 65+ in Flanders, Belgium, surveyed online May-June 2020 during the first COVID-19 lockdown. 3,812 responses from 636 respondents on 6 items. (CC BY 4.0) De Pue S, Gillebert C, Dierckx E, Vanderhasselt MA, De Raedt R, Van den Bussche E (2021). The impact of the COVID-19 pandemic on wellbeing and cognitive functioning of older adults. Scientific Reports, 11, 4636. https://doi.org/10.1038/s41598-021-84127-7 | link |
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| depue_2023_cerq | Cognitive Emotion Regulation Questionnaire-short (CERQ-short), 18 items 1-5, nine two-item coping strategies; adults aged 65+ in Flanders, Belgium, December 2020 (third wave of a COVID-19 panel). 6,588 responses from 366 respondents on 18 items. (CC BY 4.0) De Pue S, Gillebert C, Dierckx E, Van den Bussche E (2023). The longer-term impact of the COVID-19 pandemic on wellbeing and subjective cognitive functioning of older adults in Belgium. Scientific Reports, 13, 9708. https://doi.org/10.1038/s41598-023-36718-9 | link |
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| depue_2023_cfq | Cognitive Failures Questionnaire (Dutch CFQ), 25 items rated 0 (never) to 4 (very often) for the past month, 'not applicable' left missing; adults aged 65+ in Flanders, Belgium, surveyed online during the COVID-19 pandemic at T1 (May-June 2020, N=640), T2 (June-July 2020) and T3 (December 2020) (N=371 longitudinal completers). 33,077 responses from 636 respondents on 25 items over 3 waves. (CC BY 4.0) De Pue S, Gillebert C, Dierckx E, Van den Bussche E (2023). The longer-term impact of the COVID-19 pandemic on wellbeing and subjective cognitive functioning of older adults in Belgium. Scientific Reports, 13, 9708. https://doi.org/10.1038/s41598-023-36718-9 | link |
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| depue_2023_gds15 | Geriatric Depression Scale-15, 15 yes/no items key-scored 0/1 (1 = depressive answer), past month; adults aged 65+ in Flanders, Belgium, at three COVID-19 pandemic waves (May-June 2020 N=640; June-July and December 2020 N=371). 20,729 responses from 640 respondents on 15 items over 3 waves. (CC BY 4.0) De Pue S, Gillebert C, Dierckx E, Van den Bussche E (2023). The longer-term impact of the COVID-19 pandemic on wellbeing and subjective cognitive functioning of older adults in Belgium. Scientific Reports, 13, 9708. https://doi.org/10.1038/s41598-023-36718-9 | link |
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| depue_2023_hads_a | Hospital Anxiety and Depression Scale, anxiety subscale (Dutch), 7 items scored 0-3; adults aged 65+ in Flanders, Belgium, December 2020 (third wave of a COVID-19 panel). 2,597 responses from 371 respondents on 7 items. (CC BY 4.0) De Pue S, Gillebert C, Dierckx E, Van den Bussche E (2023). The longer-term impact of the COVID-19 pandemic on wellbeing and subjective cognitive functioning of older adults in Belgium. Scientific Reports, 13, 9708. https://doi.org/10.1038/s41598-023-36718-9 | link |
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| depue_2023_pwi | Personal Wellbeing Index-Adults (Dutch), 8 domain-satisfaction items 0 (no satisfaction at all) to 10 (completely satisfied) for the past month at each of three COVID-19 waves (PWI1-PWI8), plus the same 8 domains rated retrospectively for before the pandemic at T1 (PWI1_pre-PWI8_pre); adults aged 65+ in Flanders, Belgium. 16,174 responses from 640 respondents on 16 items over 3 waves. (CC BY 4.0) De Pue S, Gillebert C, Dierckx E, Van den Bussche E (2023). The longer-term impact of the COVID-19 pandemic on wellbeing and subjective cognitive functioning of older adults in Belgium. Scientific Reports, 13, 9708. https://doi.org/10.1038/s41598-023-36718-9 | link |
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| depue_2023_subjcog | Ad hoc subjective cognitive functioning questions: five items on problems remembering, concentrating, doing two things at once, recalling and forgetfulness relative to before the pandemic (1 = a lot more than before to 5 = a lot less), at three COVID-19 waves; plus general cognitive change at T1 (1 decreased, 2 unchanged, 3 improved) and 0-10 ratings of cognitive functioning (retrospective pre-COVID at T2; past month at T2 and T3); adults aged 65+ in Flanders, Belgium. 8,663 responses from 640 respondents on 8 items over 3 waves. (CC BY 4.0) De Pue S, Gillebert C, Dierckx E, Van den Bussche E (2023). The longer-term impact of the COVID-19 pandemic on wellbeing and subjective cognitive functioning of older adults in Belgium. Scientific Reports, 13, 9708. https://doi.org/10.1038/s41598-023-36718-9 | link |
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| ders16_xiong_2025 | Item-response level data from the Chinese version of the Difficulties in Emotion Regulation Scale – Short Form (DERS-16), collected across four Chinese samples (adolescents, college students, community adults, and male prisoners) to assess emotion regulation difficulties (CC BY 4.0) Xiong, X., Zhan, N., Zou, J., Xu, F., & Geng, F. (2025). Factor structure, measurement invariance, and psychometric properties of the brief version of difficulties in emotion regulation scale (DERS-16) across four Chinese samples. Personality and Individual Differences, 246, 113343. https://doi.org/10.1016/j.paid.2025.113343 | link |
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| ders_valencia_2025 | Difficulties in Emotion Regulation Scale: A psychometric analysis of its brief versions in Peruvian college students (CC BY 4.0) Valencia, P. D., Blancas-Guillen, J., Arroyo, P., Psychologist, Quintana, E., & Tupa-Belizario, R. S. (2025, June 17). Psychometric analysis of the brief versions of the Difficulties in Emotion Regulation Scale (DERS). Retrieved from osf.io/t6adk | link |
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| derubeis_2017_arsq | 40 raw item columns (20 hypothetical situations x anxiety/acceptance sub-items), 1-6 scale, repeated across waves (Adult Rejection Sensitivity Questionnaire) (CC BY 4.0) De Rubeis A, Lugo RG, Witthoeft M, Suetterlin S, Pawelzik M, Voegele C (2017) Rejection sensitivity as a vulnerability marker for depressive symptom deterioration in men. PLoS ONE. | link |
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| derubeis_2017_bdi | 22 raw item columns (21-item BDI, item 19 split 19a/19b), 0-3 scale, repeated across 3 waves (intake/discharge/6-month follow-up) (CC BY 4.0) De Rubeis A, Lugo RG, Witthoeft M, Suetterlin S, Pawelzik M, Voegele C (2017) Rejection sensitivity as a vulnerability marker for depressive symptom deterioration in men. PLoS ONE. | link |
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| deryahanoglu_2024_big5_10 | Ten-item Big Five personality measure, 1-5; N = 358 Turkish exercisers aged 10-65; cov_sex, cov_age. (CC BY 4.0) Deryahanoğlu, G., Bal, E., & Yağar, G. (2024). Personality-Motivation [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14526147 | link |
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| deryahanoglu_2024_exercise_motivation | Exercise motivation scale (19 items; the deposit's subscales name BREQ-2's regulations), 0-4; N = 358 Turkish exercisers aged 10-65; cov_sex, cov_age. (CC BY 4.0) Deryahanoğlu, G., Bal, E., & Yağar, G. (2024). Personality-Motivation [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14526147 | link |
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| deschepper_2026_firefly_lights conjoint · source = "conj" |
184 Dutch-speaking respondents chose between two decorative firefly-light products (number of lights, light effect, panel visibility, installation, price) or neither, in 10 fixed paired tasks that every respondent saw. One choice outcome with an explicit neither option. (CC BY 4.0) Deschepper, T. (2026). Conjoint Survey Results Akaro Fireflies With Non Chosen Options [Data set]. Zenodo. | link |
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| det_naismith_2023 | Certified DET for the independent writing (CC BY 4.0) Naismith, B., Attali, Y., & LaFlair, G. T. (2024, March 8). DET Task Duration dataset (DET-duration). Retrieved from osf.io/zy8fb | link |
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| development_delay_anunciacao_asqse | Ages & Stages Questionnaires: Social-Emotional, 2nd ed. (ASQ:SE-2), nine age-interval forms (2-60 months); item scores 0/5/10, 10 = most concern (CC BY 4.0) Anunciacao, L. (2026, February 21). Socio-Emotional Profiles of Young Children With and Without Developmental Delay. Retrieved from osf.io/n5ksw | link |
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| development_delay_anunciacao_concerns | ASQ:SE-2 parental concern flags: per-item "this is a concern" checks (0/5) and each form's two overall yes/no questions (5 = yes), nine age-interval forms (2-60 months) (CC BY 4.0) Anunciacao, L. (2026, February 21). Socio-Emotional Profiles of Young Children With and Without Developmental Delay. Retrieved from osf.io/n5ksw | link |
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| devine_2024_climate_policy conjoint · source = "conj" |
German YouGov respondents (October-November 2021; n=1,558) made 4 forced choices between two government climate proposals varying the policy, timing of costs, tax design, complexity, GDP cost or benefit, who proposed it and public support. (CC0 1.0) Devine, D., Stoker, G., & Jennings, W. (2024). Political trust and climate policy choice: Evidence from a conjoint experiment. Journal of Public Policy, 44(2), 327-343. | link |
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| devine_2025_class_political_success conjoint · source = "conj" |
Class-profile conjoint: 4,157 UK online panel respondents each rated up to 4 tasks of two hypothetical people described by up to nine attributes (occupation, housing, parents' occupation, region, political office, education, gender, age, partner's occupation); outcomes are the person's class (1-5) and the chance of becoming a successful MP (0-10). (CC0 1.0) Devine, D., Turnbull-Dugarte, S. J., & Ryan, M. (2025). Success denied: Social class and perceptions of political success. Legislative Studies Quarterly. | link |
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| dey_2017_mistreatment_observed | Mistreatment during childbirth, recorded by a trained observer, 9 items; 9 items, 0/1; 875 women delivering at 81 public health facilities in Uttar Pradesh, India (2016); covariates: woman, delivery and provider characteristics; cluster_id = facility. (CC0 1.0) Dey, A., Shakya, H. B., Chandurkar, D., Kumar, S., Das, A. K., Anthony, J., Shetye, M., Krishnan, S., Silverman, J. G., & Raj, A. (2017). Discordance in self-report and observation data on mistreatment of women by providers during childbirth in Uttar Pradesh, India. Reproductive Health, 14, 149. https://doi.org/10.1186/s12978-017-0409-z | link |
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| dey_2017_mistreatment_selfreport | Mistreatment during childbirth, self-reported by the woman after delivery, 28 items; 28 items, 0/1; 875 women delivering at 81 public health facilities in Uttar Pradesh, India (2016); covariates: woman, delivery and provider characteristics; cluster_id = facility. (CC0 1.0) Dey, A., Shakya, H. B., Chandurkar, D., Kumar, S., Das, A. K., Anthony, J., Shetye, M., Krishnan, S., Silverman, J. G., & Raj, A. (2017). Discordance in self-report and observation data on mistreatment of women by providers during childbirth in Uttar Pradesh, India. Reproductive Health, 14, 149. https://doi.org/10.1186/s12978-017-0409-z | link |
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| dey_2024_fish_consumer_attitudes | Fish value-chain food safety KAP survey, attitudes section, fish consumers in six districts: 1 strongly disagree .. 5 strongly agree. 600 consumers, Bangladesh, July-September 2023 (USAID Feed the Future Food Safety Innovation Lab). (CC0 1.0) Dey M, Dewan MF, Khan MA, et al. (2024). Food Safety Knowledge Attitudes and Practices (KAP) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GXVPSM | link |
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| dey_2024_fish_consumer_knowledge | Fish value-chain food safety KAP survey, knowledge section, fish consumers in six districts: 1 not at all .. 5 to a great extent (self-rated knowledge). 600 consumers, Bangladesh, July-September 2023 (USAID Feed the Future Food Safety Innovation Lab). (CC0 1.0) Dey M, Dewan MF, Khan MA, et al. (2024). Food Safety Knowledge Attitudes and Practices (KAP) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GXVPSM | link |
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| dey_2024_fish_consumer_practices | Fish value-chain food safety KAP survey, practices section, fish consumers in six districts: 1 never .. 5 always; undesirable practices stored reverse-coded by the depositors so higher = safer. 600 consumers, Bangladesh, July-September 2023 (USAID Feed the Future Food Safety Innovation Lab). (CC0 1.0) Dey M, Dewan MF, Khan MA, et al. (2024). Food Safety Knowledge Attitudes and Practices (KAP) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GXVPSM | link |
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| dey_2024_fish_producer_attitudes | Fish value-chain food safety KAP survey, attitudes section, fish farmers in four districts: 1 strongly disagree .. 5 strongly agree. 240 producers, Bangladesh, July-September 2023 (USAID Feed the Future Food Safety Innovation Lab). (CC0 1.0) Dey M, Dewan MF, Khan MA, et al. (2024). Food Safety Knowledge Attitudes and Practices (KAP) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GXVPSM | link |
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| dey_2024_fish_producer_knowledge | Fish value-chain food safety KAP survey, knowledge section, fish farmers in four districts: 1 not at all .. 5 to a great extent (self-rated knowledge). 240 producers, Bangladesh, July-September 2023 (USAID Feed the Future Food Safety Innovation Lab). (CC0 1.0) Dey M, Dewan MF, Khan MA, et al. (2024). Food Safety Knowledge Attitudes and Practices (KAP) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GXVPSM | link |
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| dey_2024_fish_producer_practices | Fish value-chain food safety KAP survey, practices section, fish farmers in four districts: 1 never .. 5 always; undesirable practices stored reverse-coded by the depositors so higher = safer. 240 producers, Bangladesh, July-September 2023 (USAID Feed the Future Food Safety Innovation Lab). (CC0 1.0) Dey M, Dewan MF, Khan MA, et al. (2024). Food Safety Knowledge Attitudes and Practices (KAP) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GXVPSM | link |
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| dey_2024_fish_trader_attitudes | Fish value-chain food safety KAP survey, attitudes section, fish traders in six districts: 1 strongly disagree .. 5 strongly agree. 300 traders, Bangladesh, July-September 2023 (USAID Feed the Future Food Safety Innovation Lab). (CC0 1.0) Dey M, Dewan MF, Khan MA, et al. (2024). Food Safety Knowledge Attitudes and Practices (KAP) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GXVPSM | link |
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| dey_2024_fish_trader_knowledge | Fish value-chain food safety KAP survey, knowledge section, fish traders in six districts: 1 not at all .. 5 to a great extent (self-rated knowledge). 300 traders, Bangladesh, July-September 2023 (USAID Feed the Future Food Safety Innovation Lab). (CC0 1.0) Dey M, Dewan MF, Khan MA, et al. (2024). Food Safety Knowledge Attitudes and Practices (KAP) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GXVPSM | link |
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| dey_2024_fish_trader_practices | Fish value-chain food safety KAP survey, practices section, fish traders in six districts: 1 never .. 5 always; undesirable practices stored reverse-coded by the depositors so higher = safer. 300 traders, Bangladesh, July-September 2023 (USAID Feed the Future Food Safety Innovation Lab). (CC0 1.0) Dey M, Dewan MF, Khan MA, et al. (2024). Food Safety Knowledge Attitudes and Practices (KAP) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GXVPSM | link |
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| dhammapeera_2026_gaid | Generative AI dependency, 11 items (cognitive preoccupation, negative consequences, withdrawal), 1-5; N = 668 Thai GenAI users; cov_age, cov_gender, cov_education, cov_region, cov_employment, cov_genai_frequency. (CC BY 4.0) Dhammapeera, P. (2026). Illusion of Literacy - Dataset and Model. figshare. https://doi.org/10.6084/m9.figshare.32668896 | link |
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| dhammapeera_2026_mhl | Mental health literacy, 16 items (access, acquire, appraise, apply), 0-4; N = 668; same covariates. (CC BY 4.0) Dhammapeera, P. (2026). Illusion of Literacy - Dataset and Model. figshare. https://doi.org/10.6084/m9.figshare.32668896 | link |
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| dhammapeera_2026_mhsas | Mental Help Seeking Attitudes Scale (MHSAS), 9 semantic-differential items stored 1-7 for -3..+3 as deposited (some keyed in reverse); N = 668; same covariates. (CC BY 4.0) Dhammapeera, P. (2026). Illusion of Literacy - Dataset and Model. figshare. https://doi.org/10.6084/m9.figshare.32668896 | link |
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| dhammapeera_2026_sass | Stigma of seeking help, 12 items (self-stigma and stigma to others), 0-4; N = 668; same covariates. (CC BY 4.0) Dhammapeera, P. (2026). Illusion of Literacy - Dataset and Model. figshare. https://doi.org/10.6084/m9.figshare.32668896 | link |
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| dharmawan_2026_ac | SME AI-capability questionnaire, AC block (AI capability), 6 items, 1-6; N = 500 Indonesian SME respondents (one of seven blocks sharing ids). (CC BY 4.0) Dharmawan, F., & Sumana, H. (2026). SME Research Questionnaire - AI Capability [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22146767 | link |
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| dharmawan_2026_ep | SME AI-capability questionnaire, EP block (environmental performance), 4 items, 1-6; N = 500 Indonesian SME respondents (one of seven blocks sharing ids). (CC BY 4.0) Dharmawan, F., & Sumana, H. (2026). SME Research Questionnaire - AI Capability [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22146767 | link |
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| dharmawan_2026_ghrm | SME AI-capability questionnaire, GHRM block (green HRM), 4 items, 1-6; N = 500 Indonesian SME respondents (one of seven blocks sharing ids). (CC BY 4.0) Dharmawan, F., & Sumana, H. (2026). SME Research Questionnaire - AI Capability [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22146767 | link |
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| dharmawan_2026_gpi | SME AI-capability questionnaire, GPI block (green product innovation), 6 items, 1-6; N = 500 Indonesian SME respondents (one of seven blocks sharing ids). (CC BY 4.0) Dharmawan, F., & Sumana, H. (2026). SME Research Questionnaire - AI Capability [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22146767 | link |
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| dharmawan_2026_hcl | SME AI-capability questionnaire, HCL block, 8 items, 1-6; N = 500 Indonesian SME respondents (one of seven blocks sharing ids). (CC BY 4.0) Dharmawan, F., & Sumana, H. (2026). SME Research Questionnaire - AI Capability [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22146767 | link |
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| dharmawan_2026_oa | SME AI-capability questionnaire, OA block, 6 items, 1-6; N = 500 Indonesian SME respondents (one of seven blocks sharing ids). (CC BY 4.0) Dharmawan, F., & Sumana, H. (2026). SME Research Questionnaire - AI Capability [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22146767 | link |
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| dharmawan_2026_sp | SME AI-capability questionnaire, SP block, 6 items, 1-6; N = 500 Indonesian SME respondents (one of seven blocks sharing ids). (CC BY 4.0) Dharmawan, F., & Sumana, H. (2026). SME Research Questionnaire - AI Capability [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22146767 | link |
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| dhital_2019_chs | Children's Hope Scale (CHS, Snyder et al.; 6 items, 1-6), Nepali. 1,272 adolescents in grades 6-8 at 15 government schools in Dhading district, Nepal (2015 earthquake), a cluster randomised trial of teacher psycho-social support: `wave` 1 baseline (Aug 2016) / 2 follow-up (Feb 2017), `treat` 1 intervention school / 0 control, `cluster_id` the school (unit of randomisation). Covariates: age, gender, grade, family size. Isolated out-of-range cells are treated as data-entry errors and dropped. (CC BY 4.0) Dhital R, Shibanuma A, Miyaguchi M, Kiriya J, Jimba M (2019). Effect of psycho-social support by teachers on improving mental health and hope of adolescents in an earthquake-affected district in Nepal: A cluster randomized controlled trial. PLOS ONE 14(10): e0223046. | link |
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| dhital_2019_cpss | Child PTSD Symptom Scale (CPSS, 17 items, 0-3), Nepali. 1,272 adolescents in grades 6-8 at 15 government schools in Dhading district, Nepal (2015 earthquake), a cluster randomised trial of teacher psycho-social support: `wave` 1 baseline (Aug 2016) / 2 follow-up (Feb 2017), `treat` 1 intervention school / 0 control, `cluster_id` the school (unit of randomisation). Covariates: age, gender, grade, family size. Isolated out-of-range cells are treated as data-entry errors and dropped. (CC BY 4.0) Dhital R, Shibanuma A, Miyaguchi M, Kiriya J, Jimba M (2019). Effect of psycho-social support by teachers on improving mental health and hope of adolescents in an earthquake-affected district in Nepal: A cluster randomized controlled trial. PLOS ONE 14(10): e0223046. | link |
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| dhital_2019_dsrs | Depression Self-Rating Scale (DSRS, Birleson; 18 items, 0-2, as deposited, positively worded items NOT reverse-scored), Nepali. 1,272 adolescents in grades 6-8 at 15 government schools in Dhading district, Nepal (2015 earthquake), a cluster randomised trial of teacher psycho-social support: `wave` 1 baseline (Aug 2016) / 2 follow-up (Feb 2017), `treat` 1 intervention school / 0 control, `cluster_id` the school (unit of randomisation). Covariates: age, gender, grade, family size. Isolated out-of-range cells are treated as data-entry errors and dropped. (CC BY 4.0) Dhital R, Shibanuma A, Miyaguchi M, Kiriya J, Jimba M (2019). Effect of psycho-social support by teachers on improving mental health and hope of adolescents in an earthquake-affected district in Nepal: A cluster randomized controlled trial. PLOS ONE 14(10): e0223046. | link |
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| di_riso_2025_contact_behavior | 3-item physical-contact-behavior frequency scale, large Italian sample (CC BY 4.0) Di Riso D, Spaggiari S, Calignano G, Rigo P, Miscioscia M (2025). Wearing face masks when no longer mandatory: An exploratory study about attitudinal and psychological health factors in a large Italian sample. PLOS ONE, 20(3), e0314607. https://doi.org/10.1371/journal.pone.0314607 | link |
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| di_riso_2025_mask_emotion | 8-item semantic-differential scale of feelings about mask-wearing, large Italian sample (CC BY 4.0) Di Riso D, Spaggiari S, Calignano G, Rigo P, Miscioscia M (2025). Wearing face masks when no longer mandatory: An exploratory study about attitudinal and psychological health factors in a large Italian sample. PLOS ONE, 20(3), e0314607. https://doi.org/10.1371/journal.pone.0314607 | link |
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| di_tella_2019_fpq3 | Fear of Pain Questionnaire-III (FPQ-III), Italian, 30 items, 1 not at all .. 5 extreme fear; minor, severe and medical pain subscales. 511 Italian adults from the general population. Covariates: age, current pain intensity (0-10 NRS). (CC BY 4.0) Di Tella M, Ghiggia A, Testa S, Castelli L, Adenzato M (2019). The Fear of Pain Questionnaire: Factor structure, validity and reliability of the Italian translation. PLOS ONE 14(1): e0210757. | link |
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| diaz_2025_mayor_credit conjoint · source = "conj" |
2,019 online-panel respondents in Argentina each read one vignette about a re-election-seeking mayor's food-box programme, randomizing mayor gender, information on whether distribution was biased, mayor's party and whether the mayor's name appeared on the box. Seven ratings 1-4 (vote for mayor, programme helps re-election, satisfaction, need-based distribution, corruption, patronage, vote buying). (CC0 1.0) Diaz, G., Oliveros, V., Weitz-Shapiro, R., & Winters, M. S. (2025). Ignoring women's performance: A survey experiment on policy implementation in Argentina. British Journal of Political Science. | link |
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| diazgarcia_2018_bai | 595 Spanish outpatients with emotional disorders, pooled over the deposit's five studies. The 21-item Beck Anxiety Inventory, 0-3. One isolated data-entry error dropped (a single 13 in BAI21). Item text not shipped: no item labels. (CC BY 4.0) Diaz-Garcia, A., Gonzalez-Robles, A., Mor, S., Mira, A., Quero, S., Garcia-Palacios, A., et al. (2018). Positive and Negative Affect Schedule (PANAS): psychometric properties for the online version in a clinical sample with emotional disorders [Dataset]. Zenodo. | link |
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| diazgarcia_2018_bdi2 | 595 Spanish outpatients with emotional disorders, pooled over the deposit's five studies. The 21-item Beck Depression Inventory-II, 0-3. Item text not shipped: no item labels, and the BDI-II is rights-blocked (NCS Pearson). (CC BY 4.0) Diaz-Garcia, A., Gonzalez-Robles, A., Mor, S., Mira, A., Quero, S., Garcia-Palacios, A., et al. (2018). Positive and Negative Affect Schedule (PANAS): psychometric properties for the online version in a clinical sample with emotional disorders [Dataset]. Zenodo. | link |
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| diazgarcia_2018_neoffi | 595 Spanish outpatients with emotional disorders, pooled over the deposit's five studies. The 24-item NEO-FFI-B (neuroticism and extraversion), 0-4. Item text not shipped: no item labels. (CC BY 4.0) Diaz-Garcia, A., Gonzalez-Robles, A., Mor, S., Mira, A., Quero, S., Garcia-Palacios, A., et al. (2018). Positive and Negative Affect Schedule (PANAS): psychometric properties for the online version in a clinical sample with emotional disorders [Dataset]. Zenodo. | link |
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| diazgarcia_2018_oasis | 595 Spanish outpatients with emotional disorders, pooled over the deposit's five studies. The 5-item Overall Anxiety Severity and Impairment Scale, 0-4. Item text not shipped: the deposit carries no item labels at either level. (CC BY 4.0) Diaz-Garcia, A., Gonzalez-Robles, A., Mor, S., Mira, A., Quero, S., Garcia-Palacios, A., et al. (2018). Positive and Negative Affect Schedule (PANAS): psychometric properties for the online version in a clinical sample with emotional disorders [Dataset]. Zenodo. | link |
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| diazgarcia_2018_panas | 595 Spanish outpatients with emotional disorders, pooled over the deposit's five studies. The 20-item PANAS, 1-5, administered TWICE -- the table carries a wave column (pre/post). Item text not shipped: no item carries a label at either level, and the PANAS is rights-blocked. (CC BY 4.0) Diaz-Garcia, A., Gonzalez-Robles, A., Mor, S., Mira, A., Quero, S., Garcia-Palacios, A., et al. (2018). Positive and Negative Affect Schedule (PANAS): psychometric properties for the online version in a clinical sample with emotional disorders [Dataset]. Zenodo. | link |
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| diazgarcia_2018_phq9 | 595 Spanish outpatients with emotional disorders, pooled over the deposit's five studies. The 9-item PHQ-9, 0-3. Item text not shipped: the deposit carries no item labels at either level, although the PHQ family would otherwise permit it. (CC BY 4.0) Diaz-Garcia, A., Gonzalez-Robles, A., Mor, S., Mira, A., Quero, S., Garcia-Palacios, A., et al. (2018). Positive and Negative Affect Schedule (PANAS): psychometric properties for the online version in a clinical sample with emotional disorders [Dataset]. Zenodo. | link |
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| diehl_2025_campus_speakers conjoint · source = "conj" |
German university students (n = 993, forsa panel, Study 1) read five vignettes about an invited speaker, randomizing speaker type (professor/journalist), a conservative or progressive statement with or without a political demand, and a critical reaction, and judged (yes/no) whether the university should cancel the talk, revoke his teaching, remove his book and allow disruptive protests. (CC BY 4.0) Diehl, C., Revers, M., Traunmüller, R., Weidmann, N. B., & Wuttke, A. (2025). Students' motives for restricting academic freedom: Viewpoint discrimination and prosocial concerns. Proceedings of the National Academy of Sciences, 122(47), e2503804122. | link |
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| diessner_2026_welfare_deservingness conjoint · source = "conj" |
US adults on Prolific (October 2024; 4,013 with any answered task, 3,916 in the authors' sample) chose which of two laid-off workers (age, gender, education, parental class) should get more government income assistance and rated support for each on 0-10; 5 pairs plus a repeat of pair 1, half saw an ICT/labour-market information screen first. (CC0 1.0) Diessner, S., Durazzi, N., Filetti, F. D., Hope, D., Kleider, H., Limberg, J., & Tonelli, S. (2026). Welfare state deservingness in the era of mass higher education. Public Opinion Quarterly. | link |
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| dietrich_2023_welfare_priority conjoint · source = "conj" |
German respondents in four samples (a general-population online sample, n = 2,482, and three student samples; May-June 2019; total n = 3,882) acted as job-centre caseworkers and in 8 paired tasks chose whose application for basic income support (ALG II) to approve first, with applicants varying in gender, age, citizenship, education, benefit duration, household composition, reason for unemployment and cooperation. (CC0 1.0) Dietrich, B., Jankowski, M., Schnapp, K., & Tepe, M. (2023). Prioritizing exceptional social needs: Experimental evidence on the role of discrimination and client deservingness in public employees' and citizens' discretionary behavior. Public Policy and Administration. | link |
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| difNLR_msatb | Responses to Czech medical school admissions exam (GPL-3.0) Drabinova, A. & Martinkova, P. (2017). Detection of differential item functioning with nonlinear regression: A non-IRT approach accounting for guessing. Journal of Educational Measurement, 54(4), 498–517, doi: 10.1111/jedm.12158. | link |
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| digiuseppe_2018_trade_agreements conjoint · source = "conj" |
US MTurk workers (July 2016; n=2,512) chose between 5 pairs of hypothetical trade agreements described by effects on US jobs, US growth and partner growth and by the partner's regime and wealth; two of three randomized arms added the agreement's effect on US global influence or the partner's security relationship to the US. (CC0 1.0) DiGiuseppe, M., & Kleinberg, K. B. (2018). Economics, security, and individual-level preferences for trade agreements. International Interactions, 45(2), 289-315. | link |
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| digiuseppe_2022_tshirt_usa conjoint · source = "conj" |
US MTurk workers (n = 1,228, December 2019) chose one of three T-shirts in each of 5 tasks, varying country of manufacture (9 Asian countries), material, quality and price; covariates include their threat, hostility and labor-condition ratings of each country. (CC0 1.0) DiGiuseppe, M., & Barry, C. M. (2022). Do consumers follow the flag? Perceptions of hostility and consumer preferences. International Interactions, 48(6), 1200-1215. | link |
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| digiuseppe_2022_tv_india conjoint · source = "conj" |
Indian adults (n = 998, December 2019) chose one of three televisions in each of 5 tasks, varying country of manufacture (10 countries), resolution, customer reviews, brand and price; covariates include their hostility and labor-condition ratings of each country. (CC0 1.0) DiGiuseppe, M., & Barry, C. M. (2022). Do consumers follow the flag? Perceptions of hostility and consumer preferences. International Interactions, 48(6), 1200-1215. | link |
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| ding_2014_eri | Effort-reward imbalance scale, Chinese version, effort (6 items) and reward (11 items), 17 items, 1-5. 1,243 community healthcare workers from 52 Community Health Centers in nine cities of Liaoning Province, China, November-December 2012; cov_marital, cov_work_years, cov_weekly_hours (no age or sex deposited). (CC BY 4.0) Ding, Y., Qu, J., Yu, X., & Wang, S. (2014). The mediating effects of burnout on the relationship between anxiety symptoms and occupational stress among community healthcare workers in China: A cross-sectional study. PLoS ONE, 9(9), e107130. | link |
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| ding_2014_mbi | Maslach Burnout Inventory-General Survey (MBI-GS), 15 items, 0-6. 1,243 community healthcare workers from 52 Community Health Centers in nine cities of Liaoning Province, China, November-December 2012; cov_marital, cov_work_years, cov_weekly_hours (no age or sex deposited). (CC BY 4.0) Ding, Y., Qu, J., Yu, X., & Wang, S. (2014). The mediating effects of burnout on the relationship between anxiety symptoms and occupational stress among community healthcare workers in China: A cross-sectional study. PLoS ONE, 9(9), e107130. | link |
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| ding_2014_overcommitment | Effort-reward imbalance overcommitment subscale, 6 items, 1-4. 1,243 community healthcare workers from 52 Community Health Centers in nine cities of Liaoning Province, China, November-December 2012; cov_marital, cov_work_years, cov_weekly_hours (no age or sex deposited). (CC BY 4.0) Ding, Y., Qu, J., Yu, X., & Wang, S. (2014). The mediating effects of burnout on the relationship between anxiety symptoms and occupational stress among community healthcare workers in China: A cross-sectional study. PLoS ONE, 9(9), e107130. | link |
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| ding_2014_sas | Zung Self-Rating Anxiety Scale (SAS), Chinese administration, 20 items, 1-4. 1,243 community healthcare workers from 52 Community Health Centers in nine cities of Liaoning Province, China, November-December 2012; cov_marital, cov_work_years, cov_weekly_hours (no age or sex deposited). (CC BY 4.0) Ding, Y., Qu, J., Yu, X., & Wang, S. (2014). The mediating effects of burnout on the relationship between anxiety symptoms and occupational stress among community healthcare workers in China: A cross-sectional study. PLoS ONE, 9(9), e107130. | link |
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| ding_2020_covid_knowledge | COVID-19 knowledge items from the authors' own survey, 24 binary items scored 1 = correct (each tick-all-that-apply option is an item, scored against the questionnaire's key; Q11 single choice; resp_raw = the tick or option chosen), 1,461 Chinese college students surveyed online 4-7 Feb 2020 during quarantine; cov_gender, cov_age, cov_grade, cov_major, cov_parent_health, cov_known_case, cov_known_contact, cov_school_hubei, cov_home_hubei. (CC BY 4.0) Ding, Y., Du, X., Li, Q., Zhang, M., Zhang, Q., Tan, X., & Liu, Q. (2020). Risk perception of coronavirus disease 2019 (COVID-19) and its related factors among college students in China during quarantine. PLOS ONE, 15(8), e0237626. | link |
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| ding_2020_covid_risk_perception | COVID-19 risk perception items from the authors' own survey, 4 items, 1-5, 1,461 Chinese college students surveyed online 4-7 Feb 2020 during quarantine; cov_gender, cov_age, cov_grade, cov_major, cov_parent_health, cov_known_case, cov_known_contact, cov_school_hubei, cov_home_hubei. (CC BY 4.0) Ding, Y., Du, X., Li, Q., Zhang, M., Zhang, Q., Tan, X., & Liu, Q. (2020). Risk perception of coronavirus disease 2019 (COVID-19) and its related factors among college students in China during quarantine. PLOS ONE, 15(8), e0237626. | link |
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| ding_2025_iu | Intolerance of Uncertainty Scale-Short Form (IUS-12), Chinese version, 12 items on a 1-5 scale. 18,612 responses from 1,551 respondents on 12 items. (CC BY 4.0) Ding X, Zhao Z, Wang J, Chen C, Ding S, Gao J, Deng J, Liu D (2025). Relationships between different components of intolerance of uncertainty and symptoms of obsessive-compulsive disorder: a network analysis. PeerJ, 13, e19791. https://doi.org/10.7717/peerj.19791 | link |
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| ding_2025_ocd | Obsessive-Compulsive Inventory-Revised (OCI-R), Chinese version, 18 items on a 1-5 scale. 27,918 responses from 1,551 respondents on 18 items. (CC BY 4.0) Ding X, Zhao Z, Wang J, Chen C, Ding S, Gao J, Deng J, Liu D (2025). Relationships between different components of intolerance of uncertainty and symptoms of obsessive-compulsive disorder: a network analysis. PeerJ, 13, e19791. https://doi.org/10.7717/peerj.19791 | link |
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| dinic_2025_shortdarktriad | Short Dark Triad (SD3) item-level responses measuring Machiavellianism, narcissism, and psychopathy across 13 countries and 12 languages. (CC BY 4.0) Bojana M. Dinić, Giulio Costantini, Kostas A. Papageorgiou, Bruno Bonfá-Araujo, Beata Grabovac, Magdalena Żemojtel-Piotrowska, Ankit, Anja Wertag, Dmitriy Kornienko, Padma Tripathi, Theodoros Kyriazos, Jing Zhang, Mary Poga, Aleksandar Tomašević, The Short Dark Triad across 14 cultures: A novel network-based invariance approach, Personality and Individual Differences, Volume 246, 2025, 113321, ISSN 0191-8869, https://doi.org/10.1016/j.paid.2025.113321 | link |
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| diop_2019_vms_ease_of_use | Perceived ease of use of variable message signs: 4 items, resp 1-5. 762 travellers surveyed about variable message signs (VMS). 5-point scale, zero missing cells. Covariates are a PRE-DUMMIED design matrix rather than the questionnaire's demographics: 14 of the deposit's 18 non-item columns ship as 0/1 dummies whose NAME states the category the 1 means (ASSO = holds an associate degree, MIDEXP = mid experience, and so on), with the reference category recoverable by elimination within each family. Four are dropped - GENDER (0/1 with no statement of which sex is 1) and INFO_B/EXP_B/INFOEXP_B (names state no category and the article does not define them). (CC BY 4.0) Diop EB, Zhao S, Duy TV (2019). An extension of the technology acceptance model for understanding travelers' adoption of variable message signs. PLOS ONE 14(4). | link |
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| diop_2019_vms_familiarity | Familiarity with variable message signs: 3 items, resp 1-5. 762 travellers surveyed about variable message signs (VMS). 5-point scale, zero missing cells. Covariates are a PRE-DUMMIED design matrix rather than the questionnaire's demographics: 14 of the deposit's 18 non-item columns ship as 0/1 dummies whose NAME states the category the 1 means (ASSO = holds an associate degree, MIDEXP = mid experience, and so on), with the reference category recoverable by elimination within each family. Four are dropped - GENDER (0/1 with no statement of which sex is 1) and INFO_B/EXP_B/INFOEXP_B (names state no category and the article does not define them). (CC BY 4.0) Diop EB, Zhao S, Duy TV (2019). An extension of the technology acceptance model for understanding travelers' adoption of variable message signs. PLOS ONE 14(4). | link |
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| diop_2019_vms_info_quality | Information quality of variable message signs: 3 items, resp 1-5. 762 travellers surveyed about variable message signs (VMS). 5-point scale, zero missing cells. Covariates are a PRE-DUMMIED design matrix rather than the questionnaire's demographics: 14 of the deposit's 18 non-item columns ship as 0/1 dummies whose NAME states the category the 1 means (ASSO = holds an associate degree, MIDEXP = mid experience, and so on), with the reference category recoverable by elimination within each family. Four are dropped - GENDER (0/1 with no statement of which sex is 1) and INFO_B/EXP_B/INFOEXP_B (names state no category and the article does not define them). (CC BY 4.0) Diop EB, Zhao S, Duy TV (2019). An extension of the technology acceptance model for understanding travelers' adoption of variable message signs. PLOS ONE 14(4). | link |
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| diop_2019_vms_intention | Behavioural intention to follow variable message signs: 3 items. Observed resp is 2-5; the bottom anchor is unendorsed. 762 travellers surveyed about variable message signs (VMS). 5-point scale, zero missing cells. Covariates are a PRE-DUMMIED design matrix rather than the questionnaire's demographics: 14 of the deposit's 18 non-item columns ship as 0/1 dummies whose NAME states the category the 1 means (ASSO = holds an associate degree, MIDEXP = mid experience, and so on), with the reference category recoverable by elimination within each family. Four are dropped - GENDER (0/1 with no statement of which sex is 1) and INFO_B/EXP_B/INFOEXP_B (names state no category and the article does not define them). (CC BY 4.0) Diop EB, Zhao S, Duy TV (2019). An extension of the technology acceptance model for understanding travelers' adoption of variable message signs. PLOS ONE 14(4). | link |
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| diop_2019_vms_usefulness | Perceived usefulness of variable message signs: 4 items. Observed resp is 2-5; no respondent used the bottom anchor on any of the four, which is an unendorsed anchor rather than a different scale. 762 travellers surveyed about variable message signs (VMS). 5-point scale, zero missing cells. Covariates are a PRE-DUMMIED design matrix rather than the questionnaire's demographics: 14 of the deposit's 18 non-item columns ship as 0/1 dummies whose NAME states the category the 1 means (ASSO = holds an associate degree, MIDEXP = mid experience, and so on), with the reference category recoverable by elimination within each family. Four are dropped - GENDER (0/1 with no statement of which sex is 1) and INFO_B/EXP_B/INFOEXP_B (names state no category and the article does not define them). (CC BY 4.0) Diop EB, Zhao S, Duy TV (2019). An extension of the technology acceptance model for understanding travelers' adoption of variable message signs. PLOS ONE 14(4). | link |
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| diredja_2025_utaut2 | UTAUT2 questionnaire on online hobby-shop purchasing, 29 items in 9 constructs, 1-6; N = 163; cov_age_group, cov_gender, cov_purchase_frequency. (CC BY 4.0) Diredja, A. L., & Luwes, A. (2025). Online Hobby Shop Questionnaire Dataset [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15229709 | link |
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| direkvand_2022_mjsi | 25-item Iranian Midwives Job Satisfaction Instrument (MJSI, 5-point Likert) across five factors (responsibility, communication, professional, physical-mental, social), from a survey of N=121 midwives. (CC BY 4.0) Direkvand-Moghadam A, Rashan N, Bahmani M, Taheri S (2022) Development and psychometric properties of Iranian midwives job satisfaction instrument (MJSI): A sequential exploratory study. PLoS ONE. | link |
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| disgust_berger2014 | Disgust scale (CC0 1.0) Berger Uri; Anaki David, 2015, "Data from paper "Demographic influences on disgust: Evidence from a heterogeneous sample."", https://doi.org/10.7910/DVN/27285, Harvard Dataverse, V1, UNF:5:BUU44xvavKQ3Bl8nZE0B5g== [fileUNF] Berger, U., & Anaki, D. (2015). Data from “Demographic Influences on Disgust: Evidence from A Heterogeneous Sample. Journal of Open Psychology Data, 3(1), e1-e1. | link |
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| dishman_2017_barriers | Perceived barriers to physical activity, 5 items, 1-4, 857 children in the TRACK cohort (South Carolina), three annual waves (grades 5, 6, 7 = wave 1-3); cov_gender, cov_hispanic, cov_race1, cov_race_group, cov_parent_education, cov_age_grade5 (codes as in the file). (CC0 1.0) Dishman, R. K., Dowda, M., McIver, K. L., Saunders, R. P., & Pate, R. R. (2017). Naturally-occurring changes in social-cognitive factors modify change in physical activity during early adolescence. PLOS ONE, 12(2), e0172040. | link |
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| dishman_2017_motives | Motives for physical activity ('Because it's fun', 'Because my friends want me to', ...), 7 items, 1-4, 857 children in the TRACK cohort (South Carolina), three annual waves (grades 5, 6, 7 = wave 1-3); cov_gender, cov_hispanic, cov_race1, cov_race_group, cov_parent_education, cov_age_grade5 (codes as in the file). (CC0 1.0) Dishman, R. K., Dowda, M., McIver, K. L., Saunders, R. P., & Pate, R. R. (2017). Naturally-occurring changes in social-cognitive factors modify change in physical activity during early adolescence. PLOS ONE, 12(2), e0172040. | link |
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| dishman_2017_neighborhood | Perceived neighbourhood environment for physical activity, 9 items, 1-4, 857 children in the TRACK cohort (South Carolina), three annual waves (grades 5, 6, 7 = wave 1-3); cov_gender, cov_hispanic, cov_race1, cov_race_group, cov_parent_education, cov_age_grade5 (codes as in the file). (CC0 1.0) Dishman, R. K., Dowda, M., McIver, K. L., Saunders, R. P., & Pate, R. R. (2017). Naturally-occurring changes in social-cognitive factors modify change in physical activity during early adolescence. PLOS ONE, 12(2), e0172040. | link |
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| dishman_2017_parent_support | Parental support for physical activity, 5 items about a male and 5 about a female adult in the home, 1-5 (how often during a normal week), 857 children in the TRACK cohort (South Carolina), three annual waves (grades 5, 6, 7 = wave 1-3); cov_gender, cov_hispanic, cov_race1, cov_race_group, cov_parent_education, cov_age_grade5 (codes as in the file). (CC0 1.0) Dishman, R. K., Dowda, M., McIver, K. L., Saunders, R. P., & Pate, R. R. (2017). Naturally-occurring changes in social-cognitive factors modify change in physical activity during early adolescence. PLOS ONE, 12(2), e0172040. | link |
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| dishman_2017_peer_support | Peer support for physical activity, 3 items, 1-5, 857 children in the TRACK cohort (South Carolina), three annual waves (grades 5, 6, 7 = wave 1-3); cov_gender, cov_hispanic, cov_race1, cov_race_group, cov_parent_education, cov_age_grade5 (codes as in the file). (CC0 1.0) Dishman, R. K., Dowda, M., McIver, K. L., Saunders, R. P., & Pate, R. R. (2017). Naturally-occurring changes in social-cognitive factors modify change in physical activity during early adolescence. PLOS ONE, 12(2), e0172040. | link |
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| dishman_2017_self_efficacy | Physical-activity self-efficacy, 8 items, 1-4, 857 children in the TRACK cohort (South Carolina), three annual waves (grades 5, 6, 7 = wave 1-3); cov_gender, cov_hispanic, cov_race1, cov_race_group, cov_parent_education, cov_age_grade5 (codes as in the file). (CC0 1.0) Dishman, R. K., Dowda, M., McIver, K. L., Saunders, R. P., & Pate, R. R. (2017). Naturally-occurring changes in social-cognitive factors modify change in physical activity during early adolescence. PLOS ONE, 12(2), e0172040. | link |
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| divia_2025_tiktok_fomo_shopping | TikTok livestream shopping and Fear of Missing Out survey (400 Indonesian users, 21 items, 5-point Likert) (CC BY 4.0) Arifin (2025). Data Support - Digital Shopping Behavior among Indonesian TikTok Users: Exploring Livestream Shopping and Fear [Dataset]. Figshare. DOI: 10.6084/m9.figshare.29378996.v2 | link |
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| dlouha_2022_pregnancy_dsr | Disgust Scale-Revised, 25 items (DS-R1_R..DS-R27, catch items 12/16 omitted; 1, 6, 10 stored reversed), 0-4, at wave 1-3 (trimesters) and 4 (6 weeks postpartum); N = 119 Czech women; cov_age, parity, education, income/residence bands and pregnancy covariates per wave. (CC BY 4.0) Dlouhá, D., Roberts, S. C., Ullmann, J., Nouzová, K., & Kaňková, Š. (2022). DATA1_Longitudinal changes in disgust sensitivity during pregnancy and the early postpartum period, and the role of recent health problems [Data set]. figshare. https://doi.org/10.6084/m9.figshare.19354577 | link |
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| dlouha_2023_dsr | Disgust Scale-Revised, 25 items (two catch items excluded), 0-4; N = 526 Czech women, pregnant and non-pregnant. Items 1, 6, 10 stored reversed (_R); person-mean-imputed cells dropped. (CC BY 4.0) Dlouhá, D., Ullmann, J., Takács, L., Šeda, J., Nouzová, K., Hrbáčková, H., & Kaňková, Š. (2023). DATA_Comparing disgust sensitivity in women in early pregnancy and non-pregnant women in the follicular and luteal phases of the menstrual cycle [Data set]. figshare. https://doi.org/10.6084/m9.figshare.23807697 | link |
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| dlouha_2023_tdds | Three Domain Disgust Scale, 21 items, 0-6; N = 525 Czech women, pregnant and non-pregnant; person-mean-imputed cells dropped. (CC BY 4.0) Dlouhá, D., Ullmann, J., Takács, L., Šeda, J., Nouzová, K., Hrbáčková, H., & Kaňková, Š. (2023). DATA_Comparing disgust sensitivity in women in early pregnancy and non-pregnant women in the follicular and luteal phases of the menstrual cycle [Data set]. figshare. https://doi.org/10.6084/m9.figshare.23807697 | link |
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| dmirt_forsberg_2024 | A subset of data (N = 1046, Mean age = 51.33, SD = 14.56, 57% Female) from the ANES 2008-2009 Panel Study Off Wave Questionnaires, December 2009 (DeBell et al., 2010), with complete responses on a pilot version of the Judgment subscale from what became the Moral Foundations Questionnaire (GPL-3.0) Forsberg, E. (2024). D3mirt: Descriptive three-dimensional multidimensional item response theory for R. Journal of Open Source Software, 9(99), 6523. https://doi.org/10.21105/joss.06523 | link |
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| dobson_2026_legislative_professionalism conjoint · source = "conj" |
US Prolific respondents (n=1,996, March 2024) chose between pairs of hypothetical newly elected state legislatures (members' occupational class, session length, staff, salary, party control, bill limits, calendar posting) on three questions: which benefits society, which benefits people like you, and a third whose wording is not deposited. (CC0 1.0) Dobson, M. R., Lollis, J. M., Harden, J. J., & Kirkland, J. H. (2026). Legislative professionalism and perceptions of white-collar government. Journal of Political Institutions and Political Economy, 7(2), 145-161. | link |
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| doherty_2019_party_chairs conjoint · source = "conj" |
853 US county party chairs (Democratic and Republican) judged 10 pairs of hypothetical state-legislative primary candidates, each shown by name plus four randomly drawn attributes (background, issue positions, or a descriptor). Outcome: which candidate would fare best in their party's primary in their area. (CC0 1.0) Doherty, D., Dowling, C. M., & Miller, M. G. (2019). Do local party chairs think women and minority candidates can win? Evidence from a conjoint experiment. The Journal of Politics, 81(4), 1282-1297. | link |
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| doherty_2020_blame_inaction conjoint · source = "conj" |
1,899 US panel respondents each read one congressional newsletter vignette about a bill (three policy areas) written by a House or Senate Democrat or Republican, saying the bill had passed or was unlikely to pass, with or without blaming the opposing chamber or party; they rated the author, Congress, the chambers, the parties (0-100) and policy support. (CC0 1.0) Doherty, D., & Harbridge-Yong, L. (2020). The effects of blaming others for legislative inaction on individual and collective evaluations. Legislative Studies Quarterly, 45(1). | link |
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| doherty_2023_bfi10 | 10 Big Five Inventory items, 1-5, Irish consultant doctors. 427 respondents x 10 items = 4252 responses. (CC BY 4.0) Doherty, A. (2023). National burnout survey: BICDIS [Data set]. Mendeley Data. https://doi.org/10.17632/95cmh2ftwk | link |
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| doherty_2023_burnout | 16-item burnout scale, 1-7, Irish consultant doctors. 432 respondents x 16 items = 6846 responses. (CC BY 4.0) Doherty, A. (2023). National burnout survey: BICDIS [Data set]. Mendeley Data. https://doi.org/10.17632/95cmh2ftwk | link |
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| doherty_2023_dass21 | 21-item DASS-21, 0-3, Irish consultant doctors. 428 respondents x 21 items = 8940 responses. (CC BY 4.0) Doherty, A. (2023). National burnout survey: BICDIS [Data set]. Mendeley Data. https://doi.org/10.17632/95cmh2ftwk | link |
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| doidge_2019_vet_antimicrobials conjoint · source = "conj" |
UK farm veterinarians (n = 306, postal survey, March 2018) each rated 8 text vignettes in which a sheep or beef farmer asks for antibiotics without a farm visit, with 7 randomized factors (case type, farmer's habit, client relationship, colleagues' past prescribing, willingness to pay for a visit, time pressure, confidence in the farmer); outcomes are the likelihood the vet would prescribe and the share of vets who would. (CC0 1.0) Doidge, C., Hudson, C., Lovatt, F., & Kaler, J. (2019). To prescribe or not to prescribe? A factorial survey to explore veterinarians' decision making when prescribing antimicrobials to sheep and beef farmers in the UK. PLOS ONE, 14(4), e0213855. | link |
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| dolzdelcastellar_2021_eds | Differentiation of Self Scale (EDS, the paper's focal instrument, 74 items), Spanish young adults, N=185 (CC BY 4.0) Dolz-del-Castellar B, Oliver J (2021). Relationship between family functioning, differentiation of self and anxiety in Spanish young adults. PLOS ONE, 16(2), e0246875. https://doi.org/10.1371/journal.pone.0246875 | link |
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| dolzdelcastellar_2021_faces | FACES (Family Adaptability and Cohesion Evaluation Scale, 20 items), Spanish young adults, N=185 (CC BY 4.0) Dolz-del-Castellar B, Oliver J (2021). Relationship between family functioning, differentiation of self and anxiety in Spanish young adults. PLOS ONE, 16(3), e0246875. https://doi.org/10.1371/journal.pone.0246875 | link |
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| dolzdelcastellar_2021_stai | State-Trait Anxiety Inventory (STAI, 20 items), Spanish young adults, N=185 (CC BY 4.0) Dolz-del-Castellar B, Oliver J (2021). Relationship between family functioning, differentiation of self and anxiety in Spanish young adults. PLOS ONE, 16(2), e0246875. https://doi.org/10.1371/journal.pone.0246875 | link |
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| domaradzka_2018_adq_anhedonic_depression | Anxiety and Depression Questionnaire, Anhedonic Depression scale (64 agree/disagree items) for 1,632 Polish adults from a representative online panel. (CC BY 4.0) Domaradzka, E., & Fajkowska, M. (2018). Cognitive Emotion Regulation Strategies in Anxiety and Depression Understood as Types of Personality. Frontiers in Psychology, 9, 856. https://doi.org/10.3389/fpsyg.2018.00856 | link |
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| domaradzka_2018_adq_apprehension_anxiety | Anxiety and Depression Questionnaire, Apprehension Anxiety scale (48 agree/disagree items) for 1,632 Polish adults from a representative online panel. (CC BY 4.0) Domaradzka, E., & Fajkowska, M. (2018). Cognitive Emotion Regulation Strategies in Anxiety and Depression Understood as Types of Personality. Frontiers in Psychology, 9, 856. https://doi.org/10.3389/fpsyg.2018.00856 | link |
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| domaradzka_2018_adq_arousal_anxiety | Anxiety and Depression Questionnaire, Arousal Anxiety scale (41 scored agree/disagree items; fillers not in the deposit) for 1,632 Polish adults from a representative online panel. (CC BY 4.0) Domaradzka, E., & Fajkowska, M. (2018). Cognitive Emotion Regulation Strategies in Anxiety and Depression Understood as Types of Personality. Frontiers in Psychology, 9, 856. https://doi.org/10.3389/fpsyg.2018.00856 | link |
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| domaradzka_2018_adq_valence_depression | Anxiety and Depression Questionnaire, Valence Depression scale (36 agree/disagree items) for 1,632 Polish adults from a representative online panel. (CC BY 4.0) Domaradzka, E., & Fajkowska, M. (2018). Cognitive Emotion Regulation Strategies in Anxiety and Depression Understood as Types of Personality. Frontiers in Psychology, 9, 856. https://doi.org/10.3389/fpsyg.2018.00856 | link |
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| domaradzka_2018_cerq | Cognitive Emotion Regulation Questionnaire (CERQ, 36 items, 1-5) for 1,632 Polish adults from a representative online panel. (CC BY 4.0) Domaradzka, E., & Fajkowska, M. (2018). Cognitive Emotion Regulation Strategies in Anxiety and Depression Understood as Types of Personality. Frontiers in Psychology, 9, 856. https://doi.org/10.3389/fpsyg.2018.00856 | link |
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| dominguez_2018_itl | Intention to Leave, 3 items, 1-5 Likert (Never-Very much), surgical trainees (CC BY 4.0) Dominguez LC, Stassen L, de Grave W, Sanabria A, Alfonso E, Dolmans D. (2018) Taking control: Is job crafting related to the intention to leave surgical training? PLoS ONE. | link |
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| dominguez_2018_jcs | Job Crafting Scale, 21 items, 1-5 Likert (Never-Very often), surgical trainees (CC BY 4.0) Dominguez LC, Stassen L, de Grave W, Sanabria A, Alfonso E, Dolmans D. (2018) Taking control: Is job crafting related to the intention to leave surgical training? PLoS ONE. | link |
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| dominguez_2018_mbi | Maslach Burnout Inventory (HSS), 22 items, 0-6 Likert, surgical trainees (CC BY 4.0) Dominguez LC, Stassen L, de Grave W, Sanabria A, Alfonso E, Dolmans D. (2018) Taking control: Is job crafting related to the intention to leave surgical training? PLoS ONE. | link |
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| dominguez_2018_uwes | Utrecht Work Engagement Scale (UWES), 17 items, 0-6 Likert (Never-Always), surgical trainees (CC BY 4.0) Dominguez LC, Stassen L, de Grave W, Sanabria A, Alfonso E, Dolmans D. (2018) Taking control: Is job crafting related to the intention to leave surgical training? PLoS ONE. | link |
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| donati_2021_cfq7 | Cognitive Fusion Questionnaire-7 (CFQ-7, the paper's focal instrument), clinical + non-clinical Italian samples pooled, N=365 (CC BY 4.0) Donati MA, Berrocal C, Bernini O, Gori C, Primi C (2021). Measuring cognitive fusion through the Cognitive Fusion Questionnaire-7: Measurement invariance across non-clinical and clinical psychological samples. PLOS ONE, 16(2), e0246434. https://doi.org/10.1371/journal.pone.0246434 | link |
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| dong_2024_ccaiq | Chinese version of CCAIQ-2 measuring academic integrity behaviors (cheating, collusion, complying); N=332, 13 items, 1-6 Likert (CC BY 4.0) Dong, X. (2024). Reliability and validity of the Chinese version of the Cross-Cultural Academic Integrity Questionnaire: CCAIQ-2 [Dataset]. Figshare. DOI: 10.6084/m9.figshare.25378894.v1 | link |
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| dong_2024_engagement | Student engagement scale (behavioral, cognitive, emotional subscales) co-administered with CCAIQ-2; N=332, 15 items, 1-6 Likert (CC BY 4.0) Dong, X. (2024). Reliability and validity of the Chinese version of the Cross-Cultural Academic Integrity Questionnaire: CCAIQ-2 [Dataset]. Figshare. DOI: 10.6084/m9.figshare.25378894.v1 | link |
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| dong_2025_teacher_leadership | Teacher leadership self-assessment, 16 items, 1-5 Likert (text-coded compliance scale), Xinjiang China teachers (CC BY 4.0) Dong J, Chen X, Chen C, Chen C. (2025) Development and validation of a deep learning-based assessment tool for teacher leadership: A case study from Xinjiang, China. PLoS ONE. | link |
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| donnaloja_2022_citizenship conjoint · source = "conj" |
British adults in a YouGov omnibus (Oct 2018, n=1,648; 1,597 British citizens analysed in the paper) saw 5 pairs of vignettes of foreign-born naturalisation applicants (gender, residence length, British ancestry, origin, religion, English, occupation, refugee status) and said for each whether they should be granted British citizenship (one, both or neither). (CC0 1.0) Donnaloja, V. (2022). British nationals' preferences over who gets to be a citizen according to a choice-based conjoint experiment. European Sociological Review, 38(2), 202-218. | link |
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| donnaloja_2023_birthright_citizenship conjoint · source = "conj" |
Italian citizens in a YouGov online panel (n=1,463, December 2021) saw 5 pairs of profiles of children born in Italy to foreign parents (11 parental attributes) and said for each child whether they would grant Italian citizenship at birth (A, B, both or neither). (CC0 1.0) Donnaloja, V., & Vink, M. (2023). Like parent, like child: How attitudes towards immigrants spill over to the political inclusion of their children. Journal of Ethnic and Migration Studies, 50(14), 3435-3452. | link |
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| donnan_2023_cannabis_flower conjoint · source = "conj" |
Canadian adults who had bought cannabis in the past year (Angus Reid online panel, October 2021; 891 respondents) chose between two hypothetical dried flower cannabis products (price, packaging, moisture, potency, recommendation source, package information, Health Canada regulation) in 8 forced-choice tasks; one of four DCEs in the same survey. (CC BY-NC 4.0) Donnan, J., Johnston, K., Najafizada, M., & Bishop, L. (2023). Drivers of purchase decisions among consumers of dried flower cannabis products: A discrete choice experiment. Journal of Studies on Alcohol and Drugs, 84(5). | link |
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| donnan_2023_cannabis_vape conjoint · source = "conj" |
Canadian adults who had bought cannabis in the past year (Angus Reid online panel, October 2021; 385 respondents) chose between two hypothetical cannabis vape products (device type, price, THC amount, contents, recommendation source, Health Canada regulation) in 8 forced-choice tasks; one of four DCEs in the same survey. (CC BY-NC 4.0) Donnan, J., Johnston, K., Coombs, M., Najafizada, M., & Bishop, L. (2023). Exploring consumer preferences for cannabis vaping products to support public health policy: A discrete choice experiment. Applied Health Economics and Health Policy, 21(4), 651-659. | link |
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| donnan_2024_cannabis_edible conjoint · source = "conj" |
Canadian adults who had bought cannabis in the past year (Angus Reid online panel, October 2021; 684 respondents) chose between two hypothetical cannabis edible products (edible type, price, THC per package, cannabis taste, package information, THC consistency, recommendation source, Health Canada regulation) in 8 forced-choice tasks; one of four DCEs in the same survey. (CC BY-NC 4.0) Donnan, J., Johnston, K., Coombs, M., Najafizada, M., & Bishop, L. (2024). Exploring consumer preferences for cannabis edible products to support public health policy: A discrete choice experiment. PLoS ONE. | link |
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| donnan_2024_cannabis_retailer conjoint · source = "conj" |
Canadian adults who had bought cannabis in the past year (Angus Reid online panel, October 2021; 1,626 respondents) chose between two hypothetical cannabis retailers (discounts, product information, customer service, proximity, product variety, provincial regulation) in 6 forced-choice tasks; one of four DCEs in the same survey. (CC BY-NC 4.0) Donnan, J., Downey, M., Johnston, K., Najafizada, M., & Bishop, L. (2024). Examining attributes of retailers that influence where cannabis is purchased: A discrete choice experiment. Journal of Cannabis Research. | link |
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| donnan_2024_chlq | Cannabis Health Literacy Questionnaire (32 items) from 1,035 Canadian adults: knowledge items scored correct/incorrect plus 5-point agreement items on risks and information seeking. (CC0 1.0) Jacques, Q., Donnan, J., Bishop, L., Howells, R., Gao, Z., & Najafizada, M. (2025). Development of a cannabis health literacy questionnaire: preliminary validation using the Rasch model. BMC Public Health, 25. https://doi.org/10.1186/s12889-025-23770-5 | link |
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| dopmeijer_2022_loneliness | De Jong Gierveld Loneliness Scale (11 items), Dutch higher-education students, N=3141 (CC BY 4.0) Dopmeijer JM, Schutgens CAE, Kappe FR, Gubbels N, Visscher TLS, Jongen EMM, Bovens RHLM, de Jonge JM, Bos AER, Wiers RW (2022). The role of performance pressure, loneliness and sense of belonging in predicting burnout symptoms in students in higher education. PLOS ONE, 17(12), e0267175. https://doi.org/10.1371/journal.pone.0267175 | link |
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| dopmeijer_2022_performance_pressure | Performance Pressure scale (12 items), Dutch higher-education students, N=3141 (CC BY 4.0) Dopmeijer JM, Schutgens CAE, Kappe FR, Gubbels N, Visscher TLS, Jongen EMM, Bovens RHLM, de Jonge JM, Bos AER, Wiers RW (2022). The role of performance pressure, loneliness and sense of belonging in predicting burnout symptoms in students in higher education. PLOS ONE, 17(12), e0267175. https://doi.org/10.1371/journal.pone.0267175 | link |
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| dopmeijer_2022_sense_belonging | Sense of Belonging scale (6 items), Dutch higher-education students, N=3141 (CC BY 4.0) Dopmeijer JM, Schutgens CAE, Kappe FR, Gubbels N, Visscher TLS, Jongen EMM, Bovens RHLM, de Jonge JM, Bos AER, Wiers RW (2022). The role of performance pressure, loneliness and sense of belonging in predicting burnout symptoms in students in higher education. PLOS ONE, 17(12), e0267175. https://doi.org/10.1371/journal.pone.0267175 | link |
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| dopmeijer_2022_ubos | Utrecht Burnout Scale - Student version (UBOS-A, 15 items), Dutch higher-education students, N=3141 (CC BY 4.0) Dopmeijer JM, Schutgens CAE, Kappe FR, Gubbels N, Visscher TLS, Jongen EMM, Bovens RHLM, de Jonge JM, Bos AER, Wiers RW (2022). The role of performance pressure, loneliness and sense of belonging in predicting burnout symptoms in students in higher education. PLOS ONE, 17(12), e0267175. https://doi.org/10.1371/journal.pone.0267175 | link |
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| dora_2024_alcohol_consequences | Alcohol consequences of the previous night, 4 yes/no items (hangover, nausea/vomiting, failing to remember events, intoxication-related injury), reported once a day. 213 people; wave is the study day. College students who drink regularly, two EMA studies pooled (study 1: 127 people, up to 14 days x 5 signals; study 2: 86 people, up to 22 days x 3 signals; data from Witkiewitz et al. 2012 and Smith et al. 2022). Covariates: cov_study, cov_gender, cov_age, cov_ddq_typical_drinks (from the OSF file). No timestamps, so no date. (CC BY 4.0) Dora, J., McCabe, C. J., van Lissa, C. J., Witkiewitz, K., & King, K. M. (2024). A Tutorial on Analyzing Ecological Momentary Assessment Data in Psychological Research With Bayesian (Generalized) Mixed-Effects Models. Advances in Methods and Practices in Psychological Science, 7(1). | link |
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| dora_2024_selfcontrol_demands | Momentary self-control demands, 4 items adapted from Muraven et al. (2005): to what extent one needed to control or fix one's mood, control or fix one's thoughts, deal with anything stressful, and felt overwhelmed, 0 (not at all) to 100 (very much). 185 people; wave is each person's survey number in time order (day, then signal). College students who drink regularly, two EMA studies pooled (study 1: 127 people, up to 14 days x 5 signals; study 2: 86 people, up to 22 days x 3 signals; data from Witkiewitz et al. 2012 and Smith et al. 2022). Covariates: cov_study, cov_gender, cov_age, cov_ddq_typical_drinks (from the OSF file). No timestamps, so no date. (CC BY 4.0) Dora, J., McCabe, C. J., van Lissa, C. J., Witkiewitz, K., & King, K. M. (2024). A Tutorial on Analyzing Ecological Momentary Assessment Data in Psychological Research With Bayesian (Generalized) Mixed-Effects Models. Advances in Methods and Practices in Psychological Science, 7(1). | link |
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| dorsch_2025_ai_tam | Eight-item technology acceptance and trust questionnaire about automotive AI (1-5), 617 online adults (CC BY 4.0) Dorsch, J., & Deroy, O. (2025). The impact of labeling automotive AI as trustworthy or reliable on user evaluation and technology acceptance. Scientific Reports, 15, 1481. | link |
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| dorsch_2025_ai_vignettes | Agreement (1-5) with four statements (confidence driving, confidence learning to drive, blame, accountability) after each of three automotive-AI vignettes; between-subjects label manipulation (treat: 1 = 'trustworthy AI', 0 = 'reliable AI'), 620 online adults (CC BY 4.0) Dorsch, J., & Deroy, O. (2025). The impact of labeling automotive AI as trustworthy or reliable on user evaluation and technology acceptance. Scientific Reports, 15, 1481. | link |
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| dou2025_ans | Aesthetic Needs Scale (ANS), 18 items, 1-6 Likert, N=748 Chinese university students (CC BY 4.0) Dou, X., Zhang, Y., Wang, X., Zhang, Y., & Hou, R. (2025). The way aesthetic needs affects the relationship between aesthetic responsiveness and creativity. PLOS ONE. | link |
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| dou2025_area | Aesthetic Responsiveness Assessment (AReA), 12 items, 1-5 Likert, N=748 Chinese university students (CC BY 4.0) Dou, X., Zhang, Y., Wang, X., Zhang, Y., & Hou, R. (2025). The way aesthetic needs affects the relationship between aesthetic responsiveness and creativity. PLOS ONE. | link |
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| dou2025_wcts | Williams Creative Tendency Scale (WCTS), 23 items, 1-5 Likert, N=748 Chinese university students (CC BY 4.0) Dou, X., Zhang, Y., Wang, X., Zhang, Y., & Hou, R. (2025). The way aesthetic needs affects the relationship between aesthetic responsiveness and creativity. PLOS ONE. | link |
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| double_marking_steele_2022 | Exploring the Value of Double Marking in Dissertation Assessments (CC BY 4.0) Steele, J., Shaw, M., & Shaw, M. (2022, September 29). Exploring the Value of Double Marking in Dissertation Assessments. Retrieved from osf.io/nd3k8 | link |
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| doustmohammadian_2017_fnlit | 58-item Food and Nutrition Literacy (FNLIT) scale for elementary school children in Iran, spanning 10 sub-domains (CC BY 4.0) Doustmohammadian A, Omidvar N, Keshavarz-Mohammadi N, Abdollahi M, Amini M, Eini-Zinab H (2017) Developing and validating a scale to measure Food and Nutrition Literacy (FNLIT) in elementary school children in Iran. PLoS ONE 12(6): e0179196. | link |
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| dow_2023_vigilantism conjoint · source = "conj" |
Guatemalan household-survey respondents (n = 9,365, 14 departments) saw 2 pairs of crime scenarios varying victim gender, crime type, perpetrator type, perpetrator's community and perpetrator gender, and chose the case where community rather than police punishment would be better and the case deserving more severe punishment. (CC0 1.0) Dow, D., Levy, G., Romero, D., & Tellez, J. (2023). State absence, vengeance, and the logic of vigilantism in Guatemala. Comparative Political Studies, 57(1), 147-181. | link |
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| dpt_noncog__emotional_intelligence | Schutte Emotional Intelligence Scale (14 items, 1-5; N=298). DPT learner non-cognitive traits study. (CC0 1.0) Canham L, Salamh P et al. (2018). Evaluation of non-cognitive traits of doctor of physical therapy learners in the United States. Harvard Dataverse. https://doi.org/10.7910/DVN/Y75CP2 | link |
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| dpt_noncog__grit | Short Grit Scale SGS (3 items, 1-5; N=298). DPT learner non-cognitive traits study. (CC0 1.0) Canham L, Salamh P et al. (2018). Evaluation of non-cognitive traits of doctor of physical therapy learners in the United States. Harvard Dataverse. https://doi.org/10.7910/DVN/Y75CP2 | link |
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| dpt_noncog__interpersonal_reactivity | Davis Interpersonal Reactivity Index IRI (15 items, 1-5; N=298). DPT learner non-cognitive traits study. (CC0 1.0) Canham L, Salamh P et al. (2018). Evaluation of non-cognitive traits of doctor of physical therapy learners in the United States. Harvard Dataverse. https://doi.org/10.7910/DVN/Y75CP2 | link |
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| dpt_noncog__intolerance_of_uncertainty | Intolerance of Uncertainty Scale (16 items, 1-5; N=298). DPT learner non-cognitive traits study. (CC0 1.0) Canham L, Salamh P et al. (2018). Evaluation of non-cognitive traits of doctor of physical therapy learners in the United States. Harvard Dataverse. https://doi.org/10.7910/DVN/Y75CP2 | link |
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| dpt_noncog__psychological_flexibility | Psychological Flexibility Questionnaire PFQ (9 items, 1-6; N=298). DPT learner non-cognitive traits study. (CC0 1.0) Canham L, Salamh P et al. (2018). Evaluation of non-cognitive traits of doctor of physical therapy learners in the United States. Harvard Dataverse. https://doi.org/10.7910/DVN/Y75CP2 | link |
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| dpt_noncog__social_intelligence | MSE Social Intelligence scale (11 items, 1-5; N=298). DPT learner non-cognitive traits study. (CC0 1.0) Canham L, Salamh P et al. (2018). Evaluation of non-cognitive traits of doctor of physical therapy learners in the United States. Harvard Dataverse. https://doi.org/10.7910/DVN/Y75CP2 | link |
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| drain_2019_gad7 | GAD-7 (7 items, 1-4). SCALE RUNS BACKWARDS: shipped as deposited, 1-4, where 4 = not at all and 1 = nearly every day, so a higher resp means FEWER symptoms (use 4 - resp for the instruments' usual 0-3 scoring). The direction is inferred, not labelled: with 4 - resp, PHQ-9 >= 15 reproduces the paper's 6.2%; the paper's 26.6% GAD-7 >= 10 does not reproduce under either direction. 5,618 adults presenting for voluntary HIV testing at an ambulatory clinic in KwaZulu-Natal, South Africa, baseline questionnaire before testing. Covariates: age, sex, HIV test result. (CC BY 4.0) Drain PK, Hong T, Hajat A, Krows M, Govere S, Thulare H, Moosa M-YS, Bassett I, Celum C (2019). Integrating hypertension screening at the time of voluntary HIV testing among adults in South Africa. PLOS ONE 14(2): e0210161. | link |
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| drain_2019_hfias | Household Food Insecurity Access Scale (HFIAS) occurrence questions (9 items, 0 = no, 1 = yes). The skip-gated frequency follow-ups are not shipped (unlabelled codes). 5,618 adults presenting for voluntary HIV testing at an ambulatory clinic in KwaZulu-Natal, South Africa, baseline questionnaire before testing. Covariates: age, sex, HIV test result. (CC BY 4.0) Drain PK, Hong T, Hajat A, Krows M, Govere S, Thulare H, Moosa M-YS, Bassett I, Celum C (2019). Integrating hypertension screening at the time of voluntary HIV testing among adults in South Africa. PLOS ONE 14(2): e0210161. | link |
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| drain_2019_phq9 | PHQ-9 (9 items, 1-4). SCALE RUNS BACKWARDS: shipped as deposited, 1-4, where 4 = not at all and 1 = nearly every day, so a higher resp means FEWER symptoms (use 4 - resp for the instruments' usual 0-3 scoring). The direction is inferred, not labelled: with 4 - resp, PHQ-9 >= 15 reproduces the paper's 6.2%; the paper's 26.6% GAD-7 >= 10 does not reproduce under either direction. 5,618 adults presenting for voluntary HIV testing at an ambulatory clinic in KwaZulu-Natal, South Africa, baseline questionnaire before testing. Covariates: age, sex, HIV test result. (CC BY 4.0) Drain PK, Hong T, Hajat A, Krows M, Govere S, Thulare H, Moosa M-YS, Bassett I, Celum C (2019). Integrating hypertension screening at the time of voluntary HIV testing among adults in South Africa. PLOS ONE 14(2): e0210161. | link |
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| drent_2026_teacher_expectations conjoint · source = "conj" |
Dutch secondary-school teachers (n = 140, convenience sample, 2025) each evaluated up to 6 of 32 hypothetical-student vignettes (full 2^5 factorial: gender, SES, ethnicity, work effort, class type), giving a transfer recommendation (lowest/highest track) and a 1-5 expectation of graduating at the highest track. (CC BY 4.0) Drent, N., Timmermans, A. C., & Strijbos, J. W. (2026). Dataset: Beyond achievement: A vignette experiment on how intersecting student characteristics shape teachers' expectations and recommendations [Data set]. DANS Data Station Social Sciences and Humanities. | link |
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| drewniak_2022_ecls_start conjoint · source = "conj" |
Physicians and ECLS staff in Germany and Switzerland (2019; 510 respondents as deposited, article analyses 420 physicians) rated 5 text vignettes each of patients who might start extracorporeal life support (ECMO), varying age, circuit, costs, therapeutic goal, resources, comorbidities and neurological outcome: 1-6 agreement that ECLS should be used (own view) and would be used in their clinic. (CC BY 4.0) Drewniak, D., Brandi, G., Buehler, P. K., Steiger, P., Hagenbuch, N., Stamm-Balderjahn, S., Schenk, L., Rosca, A., & Krones, T. (2022). Key factors in decision making for ECLS: A binational factorial survey. Medical Decision Making, 42(3), 313-325. | link |
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| drewniak_2022_ecls_stop conjoint · source = "conj" |
Physicians and ECLS staff in Germany and Switzerland (2019; 467 respondents as deposited, article analyses 420 physicians) rated 5 text vignettes each of patients on running extracorporeal life support (ECMO), varying age, circuit, days on ECLS, withdrawal criteria, patient condition, therapeutic goal, comorbidities and neurological outcome: 1-6 agreement that treatment should be (own view) and would be (clinic) discontinued. (CC BY 4.0) Drewniak, D., Brandi, G., Buehler, P. K., Steiger, P., Hagenbuch, N., Stamm-Balderjahn, S., Schenk, L., Rosca, A., & Krones, T. (2022). Key factors in decision making for ECLS: A binational factorial survey. Medical Decision Making, 42(3), 313-325. | link |
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| driscoll_2023_court_curbing conjoint · source = "conj" |
962 US MTurk respondents (Nov 2019) each compared 15 pairs of hypothetical congressional candidates differing in party, four issue positions and support for one of five court-curbing proposals (10 general-election, 5 primary pairs); outcomes are the preferred candidate and two 5-point ratings (candidate rating, mobilization). (CC0 1.0) Driscoll, A., & Nelson, M. J. (2023). The costs of court curbing: Evidence from the United States. The Journal of Politics, 85(2), 609-624. | link |
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| ds14_mokken | DS14 responses from patients with coronary artery disease (GPL-3.0) Denollet, J., Pedersen, S. S., Vrints, C. J., & Conraads, V. M. (2013). Predictive value of social inhibition and negative affectivity for cardiovascular events and mortality in patients with coronary artery disease: the Type D personality construct. Psychosomatic Medicine, 75, 873-881. | link |
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| dscore_asq_weber_2019 | Responses from the Ages & Stages Questionnaires-3 (ASQ) collected in the GCDG-COL-LT42M cohort in Colombia. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_barrera_weber_2019 | Responses from the Barrera Moncada instrument, collected in the GCDG-ECU cohort in Ecuador. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_battelle_weber_2019 | Responses from the Battelle Developmental Inventory and Screener-2, collected in the GCDG-COL-LT42M cohort in Colombia. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_bayley_weber_2019 | Responses from the Bayley Scales for Infant and Toddler Development-1&3 collected across five cohorts: GCDG-CHL-1, GCDG-CHN, GCDG-COL-LT42M, GCDG-COL-LT45M, and GCDG-ZAF. Among these, GCDG-COL-LT45M and GCDG-ZAF were longitudinally collected. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_denver_weber_2019 | Responses from the Denver Developmental Screening Test-2, collected in the GCDG-COL-LT42M cohort in Colombia. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_dutch_weber_2019 | Responses from the Dutch Development Instrument (Van Wiechenschema), collected in the GCDG-NLD-SMOCC cohort in Netherlands. This cohort were longitudinally collected. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_griffiths_weber_2019 | Responses from the Griffiths Mental Development Scales, collected in three cohorts: GCDG-JAM-LBW, GCDG-JAM-STUNTED, and GCDG-ZAF. Among these, JAM-LBW, JAM-STUNTED, and ZAF were longitudinally collected. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_macarthur_weber_2019 | Responses from the MacArthur Communicative Development Inventory, collected in the GCDG-MDG cohort in Madagascar. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_mds_weber_2019 | Responses from the WHO Motor Development Milestones, collected in the GCDG-COL-LT42M cohort in Colombia. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_pegboard_weber_2019 | Responses from the Pegboard task, collected in the GCDG-MDG cohort in Madagascar. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_sbi_weber_2019 | Responses from the Stanford Binet Intelligence Scales -4/5, collected in the GCDG-MDG cohort in Madagascar. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dscore_vineland_weber_2019 | Responses from the Vineland Social Maturity Scale, collected in the GCDG-ZAF cohort in South Africa, which is longitudinal. (CC BY 4.0) Weber, A. M., Rubio-Codina, M., Walker, S. P., Van Buuren, S., Eekhout, I., Grantham-McGregor, S. M., Araujo, M. C., Chang, S. M., Fernald, L. C., Hamadani, J. D., Hanlon, C., Karam, S. M., Lozoff, B., Ratsifandrihamanana, L., Richter, L., & Black, M. M. (2019). The D-score: a metric for interpreting the early development of infants and toddlers across global settings. BMJ Global Health, 4(6), e001724. https://doi.org/10.1136/bmjgh-2019-001724 | link |
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| dsgi_brinkmann_2022 | SGI measures the ability to filter redundant or irrelevant environmental stimuli, relevant for general and clinical Dutch-speaking populations. (CC BY-NC 4.0) Brinkmann, P., Stolte, M., Devos, J. V., Janssen, M. L., Schwartze, M., & Kotz, S. A. (2025). Validation of the Dutch Sensory Gating Inventory (D-SGI): Psychometric properties and a Confirmatory factor analysis. Applied Neuropsychology: Adult, 32(4), 1064-1073. | link |
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| dss_mouta_2021 | Cross-cultural validation of the Decision Styles Scale in Brazil (CC BY 4.0) G.S. Mouta, A.L.C.B. Pinto, L.F. Malloy-Diniz, R.S. Pasian, Cross-cultural adaptation, and factor structure of the decision styles scale for Brazil, Current Research in Behavioral Sciences, Volume 2, 2021,100039, ISSN 2666-5182. | link |
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| dtmr_sim simulated · source = "sim" |
Simulated cognitive diagnosis data modeled on the Diagnosing Teachers' Multiplicative Reasoning (DTMR) assessment (990 respondents, 27 binary items, 4 attributes); not the real DTMR responses. Generated from the LCDM. True attribute profiles are in cov_true_*, true item parameters (intercept, main effects, one interaction) in itemcov_true_*, and the Q-matrix in qmatrix1-4. (MIT) Thompson W (2026). dcmdata: Data Sets for Diagnostic Classification Modeling. R package version 0.2.0. https://CRAN.R-project.org/package=dcmdata. Simulated from parameters in Bradshaw, L., Izsák, A., Templin, J., & Jacobson, E. (2014). Diagnosing teachers' understandings of rational numbers: Building a multidimensional test within the diagnostic classification framework. Educational Measurement: Issues and Practice, 33(1), 2-14, and Izsák, A., Jacobson, E., & Bradshaw, L. (2019). Surveying middle-grades teachers' reasoning about fraction arithmetic in terms of measured quantities. Journal for Research in Mathematics Education, 50(2), 156-209. | link |
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| du_2026_ai_use_intention | AI use intention, 4 items, 1-5. 714 K-12 teachers. No covariates deposited. (CC0 1.0) Du, Meirong (2026). raw data (paper: Technology acceptance and professional identity: multi-path associations with K-12 teachers' engagement with AI) [dataset]. Harvard Dataverse. | link |
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| du_2026_aiab | Teachers' engagement with AI (AIAB, abbreviation not expanded in the deposit), 9 items, 1-5. 714 K-12 teachers. No covariates deposited. (CC0 1.0) Du, Meirong (2026). raw data (paper: Technology acceptance and professional identity: multi-path associations with K-12 teachers' engagement with AI) [dataset]. Harvard Dataverse. | link |
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| du_2026_teacher_identity | Teacher professional identity, 8 items, 1-5. 714 K-12 teachers. No covariates deposited. (CC0 1.0) Du, Meirong (2026). raw data (paper: Technology acceptance and professional identity: multi-path associations with K-12 teachers' engagement with AI) [dataset]. Harvard Dataverse. | link |
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| du_2026_utaut | Technology acceptance (UTAUT: performance expectancy, effort expectancy, facilitating conditions, social influence), 16 items, 1-5. 714 K-12 teachers. No covariates deposited. (CC0 1.0) Du, Meirong (2026). raw data (paper: Technology acceptance and professional identity: multi-path associations with K-12 teachers' engagement with AI) [dataset]. Harvard Dataverse. | link |
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| duboz_2021_pss10 | Perceived Stress Scale-10 (10 items), Senegal (Dakar + Tessekere), N=1493 (CC BY 4.0) Duboz P, Macia E, Diallo AH, Cohen E, Bergouignan A, Seck SM (2021). The good life in rural and urban Senegal: A qualitative and quantitative study. PLOS ONE, 16(5), e0252134. https://doi.org/10.1371/journal.pone.0252134 | link |
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| duboz_2021_swls | Satisfaction With Life Scale (5 items), Senegal (Dakar + Tessekere), N=1493 (CC BY 4.0) Duboz P, Macia E, Diallo AH, Cohen E, Bergouignan A, Seck SM (2021). The good life in rural and urban Senegal: A qualitative and quantitative study. PLOS ONE, 16(5), e0252134. https://doi.org/10.1371/journal.pone.0252134 | link |
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| duc_2026_pirogov_perceptions | Student perceptions of anatomy teaching with the Pirogov interactive table, 10 items, 1-5 agreement. 188 medical students, Vietnam. Covariates: gender, age, year of study, teaching-order group. (CC BY 4.0) Duc NT, Ninh NA, Trinh NP, Tuyen LQ, Hung NV, Khanh DH, et al. (2026). Integration of the Pirogov interactive anatomy table into anatomy teaching: A comparative study with cadaveric dissection. PLoS One 21(1): e0341597. https://doi.org/10.1371/journal.pone.0341597 | link |
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| duch_2021_vaccine_priority conjoint · source = "conj" |
COVID-19 vaccine prioritisation conjoint: 15,536 adults in 13 countries (late 2020) each chose which of two hypothetical people should get the vaccine immediately in 8 tasks, profiles varying COVID-19 death risk, transmission risk, income, occupation and age; forced choice. (CC0 1.0) Duch, R., Roope, L. S. J., Violato, M., Fuentes Becerra, M., Robinson, T. S., Bonnefon, J.-F., Friedman, J., Loewen, P. J., Mamidi, P., Melegaro, A., Blanco, M., Vargas, J., Seither, J., Candio, P., Gibertoni Cruz, A., Hua, X., Barnett, A., & Clarke, P. M. (2021). Citizens from 13 countries share similar preferences for COVID-19 vaccine allocation priorities. Proceedings of the National Academy of Sciences, 118(38), e2026382118. | link |
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| duch_2022_destination_country conjoint · source = "conj" |
942 university students in Chile, China, India and the UK (2018) each chose between 3 pairs of hypothetical employment destinations abroad and rated each 1-7; destinations varied social benefits, GDP growth, service-sector salaries, university rankings and a destination country label (Australia / U.K. or, for U.K. subjects, Canada / U.S.A.). Conjoint 3 of 3 in the study. (CC0 1.0) Duch, R. M., Laroze, D., Reinprecht, C., & Robinson, T. S. (2022). Nativist policy: The comparative effects of Trumpian politics on migration decisions. Political Science Research and Methods, 10(1), 171-187. | link |
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| duch_2022_destination_deportation conjoint · source = "conj" |
942 university students in Chile, China, India and the UK (2018) each chose between 3 pairs of hypothetical employment destinations abroad and rated each 1-7; destinations varied social benefits, GDP growth, service-sector salaries, university rankings and an immigration policy (point system / visa-centre change / deportation of all illegal immigrants). Conjoint 2 of 3 in the study. (CC0 1.0) Duch, R. M., Laroze, D., Reinprecht, C., & Robinson, T. S. (2022). Nativist policy: The comparative effects of Trumpian politics on migration decisions. Political Science Research and Methods, 10(1), 171-187. | link |
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| duch_2022_destination_muslim_ban conjoint · source = "conj" |
942 university students in Chile, China, India and the UK (2018) each chose between 3 pairs of hypothetical employment destinations abroad and rated each 1-7; destinations varied social benefits, GDP growth, service-sector salaries, university rankings and an immigration policy (point system / visa-centre change / restriction on Muslim immigration and tourist visas). Conjoint 1 of 3 in the study. (CC0 1.0) Duch, R. M., Laroze, D., Reinprecht, C., & Robinson, T. S. (2022). Nativist policy: The comparative effects of Trumpian politics on migration decisions. Political Science Research and Methods, 10(1), 171-187. | link |
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| duch_2025_covid_incumbents conjoint · source = "conj" |
Online respondents in 16 countries (CANDOUR II, 2022) saw single government-leader profiles describing pandemic-era GDP and job growth, vaccine supplies, lockdown length, COVID deaths and vaccination rate, and said whether the leader should be re-elected and rated support 1-7; 22,180 respondents, 8 profiles each. (CC0 1.0) Duch, R., Loewen, P., Robinson, T., & Zakharov, A. (2025). Governing in the face of a global crisis: When do voters punish and reward incumbent governments? Proceedings of the National Academy of Sciences, 122(4), e2405021122. | link |
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| duckmayr_2023_immigration | Agreement with ten immigration-policy statements written to span the liberal-conservative dimension (5-point, strongly disagree to strongly agree), from a February-March 2020 Lucid sample of US adults used to illustrate ideal-point (unfolding / GGUM) models: middle statements are rejected by both ends for opposite reasons. 26,202 responses from 2,621 respondents (the authors' attention-check and straight-lining filtered sample) on 10 items; covariates ideology, party ID, age band, gender. (CC0 1.0) Duck-Mayr, J., & Montgomery, J. (2023). Ends against the middle: Measuring latent traits when opposites respond the same way for antithetical reasons. Political Analysis, 31(4), 606-625. https://doi.org/10.1017/pan.2022.33 | link |
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| dudasova_2021_cpc12 | Compound Psychological Capital Scale (CPC-12, the paper's focal instrument, 12 items), Study 1, N=282 (CC BY 4.0) Dudasova L, Prochazka J, Vaculik M, Lorenz T (2021). Measuring psychological capital: Revision of the Compound Psychological Capital Scale (CPC-12). PLOS ONE, 16(3), e0247114. https://doi.org/10.1371/journal.pone.0247114 | link |
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| dudasova_2021_cpc12_study3 | Compound Psychological Capital Scale (CPC-12, 12 items), Study 2 second sample (S3 SI file), N=202 (CC BY 4.0) Dudasova L, Prochazka J, Vaculik M, Lorenz T (2021). Measuring psychological capital: Revision of the Compound Psychological Capital Scale (CPC-12). PLOS ONE, 16(3), e0247114. https://doi.org/10.1371/journal.pone.0247114 | link |
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| dudasova_2021_engagement | Work engagement scale (UWES-9-style, 9 items), Study 1, N=282 (CC BY 4.0) Dudasova L, Prochazka J, Vaculik M, Lorenz T (2021). Measuring psychological capital: Revision of the Compound Psychological Capital Scale (CPC-12). PLOS ONE, 16(3), e0247114. https://doi.org/10.1371/journal.pone.0247114 | link |
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| dudasova_2021_gratitude | Gratitude scale (6 items), Study 1, N=282 (CC BY 4.0) Dudasova L, Prochazka J, Vaculik M, Lorenz T (2021). Measuring psychological capital: Revision of the Compound Psychological Capital Scale (CPC-12). PLOS ONE, 16(3), e0247114. https://doi.org/10.1371/journal.pone.0247114 | link |
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| dudasova_2021_hope | Hope scale (12 items), Study 1, N=282 (CC BY 4.0) Dudasova L, Prochazka J, Vaculik M, Lorenz T (2021). Measuring psychological capital: Revision of the Compound Psychological Capital Scale (CPC-12). PLOS ONE, 16(3), e0247114. https://doi.org/10.1371/journal.pone.0247114 | link |
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| dudasova_2021_job_satisfaction | Job satisfaction (3 items), Study 1, N=282 (CC BY 4.0) Dudasova L, Prochazka J, Vaculik M, Lorenz T (2021). Measuring psychological capital: Revision of the Compound Psychological Capital Scale (CPC-12). PLOS ONE, 16(3), e0247114. https://doi.org/10.1371/journal.pone.0247114 | link |
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| dudasova_2021_performance | Job performance scale (18 items), Study 1, N=282 (CC BY 4.0) Dudasova L, Prochazka J, Vaculik M, Lorenz T (2021). Measuring psychological capital: Revision of the Compound Psychological Capital Scale (CPC-12). PLOS ONE, 16(3), e0247114. https://doi.org/10.1371/journal.pone.0247114 | link |
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| dudasova_2021_positive_affect | Positive affect scale (11 items), Study 1, N=282 (CC BY 4.0) Dudasova L, Prochazka J, Vaculik M, Lorenz T (2021). Measuring psychological capital: Revision of the Compound Psychological Capital Scale (CPC-12). PLOS ONE, 16(3), e0247114. https://doi.org/10.1371/journal.pone.0247114 | link |
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| dudasova_2021_social_support | Social support scale (12 items), Study 1, N=282 (CC BY 4.0) Dudasova L, Prochazka J, Vaculik M, Lorenz T (2021). Measuring psychological capital: Revision of the Compound Psychological Capital Scale (CPC-12). PLOS ONE, 16(3), e0247114. https://doi.org/10.1371/journal.pone.0247114 | link |
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| dudasova_2021_swls | Satisfaction With Life Scale (5 items), Study 1, N=282 (CC BY 4.0) Dudasova L, Prochazka J, Vaculik M, Lorenz T (2021). Measuring psychological capital: Revision of the Compound Psychological Capital Scale (CPC-12). PLOS ONE, 16(3), e0247114. https://doi.org/10.1371/journal.pone.0247114 | link |
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| duell_2023_rebel_mps conjoint · source = "conj" |
YouGov respondents in France, Germany, Italy and the UK (early 2020, n = 14,000) each read five vignettes about an MP voting on a bill (one per policy area), with vote outcome, pivotality, MP gender, government/opposition party, tenure and rebellion against the party leadership randomized and bill-direction/public-opinion information varied by arm; outcomes are feeling represented, 'every MP should be like this MP' (1-7) and traits chosen after the last vignette. (CC0 1.0) Duell, D., Kaftan, L., Proksch, S.-O., Slapin, J., & Wratil, C. (2024). The rhyme and reason of rebel support: Exploring European voters' attitudes toward dissident MPs. Political Science Research and Methods, 12(2), 301-317. | link |
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| duell_2025_party_responses conjoint · source = "conj" |
Respondents in 14 EU countries (Dynata, 2021, n = 19,775) rated four vignettes in which a new party (populist or anti-government attack, one of eight policy demands) challenges their first-ranked party, which responds in one of six unified/divided ways; outcome is a 1-7 liking rating of the response. (CC0 1.0) Duell, D., & Kaftan, L. (2025). Voices of the party base: How supporters want established parties to respond to new parties. European Political Science Review. | link |
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| dufour_2024_biosecurity_frequency | Biosecurity practice frequency on the ProAction risk-assessment questionnaire, 28 items on a 1-4 scale (never / sometimes / often / always), answered for 3,581 Quebec dairy farms. Covariates: cov_disease_concern, cov_buys_cattle, cov_reintroduces_cattle. (CC BY 4.0) Dufour, S. (2024). Replication data for: Biosecurity adoption in Quebec dairy farms: results from a risk assessment questionnaire analyzed using conventional and unsupervised artificial intelligence methods [Dataset]. Borealis. | link |
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| dufour_2024_biosecurity_yesno | Biosecurity practices asked as yes/no on the ProAction risk-assessment questionnaire, 5 items, answered for 3,581 Quebec dairy farms. Covariates: cov_disease_concern, cov_buys_cattle, cov_reintroduces_cattle. (CC BY 4.0) Dufour, S. (2024). Replication data for: Biosecurity adoption in Quebec dairy farms: results from a risk assessment questionnaire analyzed using conventional and unsupervised artificial intelligence methods [Dataset]. Borealis. | link |
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| dufresne_2026_immigrant_drivers conjoint · source = "conj" |
Adults in Canada, Japan and the USA (n = 3,172) read one vignette about an immigrant driver who did or did not speak the national language and did or did not have domestic driving training, and chose between that driver and an automated driving system as a labor-shortage solution. (CC0 1.0) Dufresne, Y., Matsubayashi, T., & Turgeon, M. (2026). Automated driving systems versus immigrant drivers as a solution to labor shortage. SSRN. | link |
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| dukovska_2022_p2p_electricity conjoint · source = "conj" |
Dutch residential electricity users chose among three electricity bundles that varied by supplier (conventional or local P2P market), energy type, selling price and monthly cost. 329 respondents, 10 choice tasks, forced choice. (CC BY 4.0) Dukovska, I. (2022). User preferences for local P2P electricity markets - Dataset [Data set]. 4TU.ResearchData. | link |
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| dulger2024_wordcompletion | Word-fragment completion task (implicit interpretation bias measure), binary correct/incorrect; N=179, 60 items, parents of young children (CC BY 4.0) Dülger, M., Van Bockstaele, B., Majdandžić, M., & de Vente, W. (2024). Intergenerational Transmission of Social Anxiety: The Role of Parents' Fear of Negative Child Evaluation and Their Self-Referent and Child-Referent Interpretation Biases. Cognitive Therapy and Research. | link |
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| dumas_Organisciak_2022 | Human ratings of a divergent thinking measure (CC BY 4.0) Dumas, D., Organisciak, P., & Doherty, M. (2021). Measuring divergent thinking originality with human raters and text-mining models: A psychometric comparison of methods. Psychology of Aesthetics, Creativity, and the Arts, 15(4), 645. | link |
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| duolingo_en_es__listen | Modeling of second language acquisition, data from English learners (who already speak Spanish). (CC BY 4.0) Settles, Burr, 2018, "Data for the 2018 Duolingo Shared Task on Second Language Acquisition Modeling (SLAM)", https://doi.org/10.7910/DVN/8SWHNO, Harvard Dataverse, V4, https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/8SWHNO | link |
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| duolingo_en_es__reverse_tap | Modeling of second language acquisition, data from English learners (who already speak Spanish). (CC BY 4.0) Settles, Burr, 2018, "Data for the 2018 Duolingo Shared Task on Second Language Acquisition Modeling (SLAM)", https://doi.org/10.7910/DVN/8SWHNO, Harvard Dataverse, V4, https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/8SWHNO | link |
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| duolingo_en_es__reverse_translate | Modeling of second language acquisition, data from English learners (who already speak Spanish). (CC BY 4.0) Settles, Burr, 2018, "Data for the 2018 Duolingo Shared Task on Second Language Acquisition Modeling (SLAM)", https://doi.org/10.7910/DVN/8SWHNO, Harvard Dataverse, V4, https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/8SWHNO | link |
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| duolingo_es_en__listen | Modeling of second language acquisition, data from Spanish learners (who already speak English). (CC BY 4.0) Settles, Burr, 2018, "Data for the 2018 Duolingo Shared Task on Second Language Acquisition Modeling (SLAM)", https://doi.org/10.7910/DVN/8SWHNO, Harvard Dataverse, V4, https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/8SWHNO | link |
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| duolingo_es_en__reverse_tap | Modeling of second language acquisition, data from Spanish learners (who already speak English). (CC BY 4.0) Settles, Burr, 2018, "Data for the 2018 Duolingo Shared Task on Second Language Acquisition Modeling (SLAM)", https://doi.org/10.7910/DVN/8SWHNO, Harvard Dataverse, V4, https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/8SWHNO | link |
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| duolingo_es_en__reverse_translate | Modeling of second language acquisition, data from Spanish learners (who already speak English). (CC BY 4.0) Settles, Burr, 2018, "Data for the 2018 Duolingo Shared Task on Second Language Acquisition Modeling (SLAM)", https://doi.org/10.7910/DVN/8SWHNO, Harvard Dataverse, V4, https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/8SWHNO | link |
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| duolingo_fr_en__listen | Modeling of second language acquisition, data from French learners (who already speak English). (CC BY 4.0) Settles, Burr, 2018, "Data for the 2018 Duolingo Shared Task on Second Language Acquisition Modeling (SLAM)", https://doi.org/10.7910/DVN/8SWHNO, Harvard Dataverse, V4, https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/8SWHNO | link |
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| duolingo_fr_en__reverse_tap | Modeling of second language acquisition, data from French learners (who already speak English). (CC BY 4.0) Settles, Burr, 2018, "Data for the 2018 Duolingo Shared Task on Second Language Acquisition Modeling (SLAM)", https://doi.org/10.7910/DVN/8SWHNO, Harvard Dataverse, V4, https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/8SWHNO | link |
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| duolingo_fr_en__reverse_translate | Modeling of second language acquisition, data from French learners (who already speak English). (CC BY 4.0) Settles, Burr, 2018, "Data for the 2018 Duolingo Shared Task on Second Language Acquisition Modeling (SLAM)", https://doi.org/10.7910/DVN/8SWHNO, Harvard Dataverse, V4, https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/8SWHNO | link |
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| duong_2025_tbl_confidence | 4-item team self-efficacy/confidence scale (1-5), pre/post administration (wave 1=before, wave 2=after) in Vietnamese nursing students (CC BY 4.0) Duong LTN, Nguyen ANQ, Hoang TTP (2025) A pre-post quasi-experimental study of team-based learning effectiveness for Vietnamese nursing students. PLoS ONE. | link |
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| duong_2025_tbl_experience | 19-item team-based-learning experience scale (1-5), pre/post administration (wave 1=before, wave 2=after) in Vietnamese nursing students (CC BY 4.0) Duong LTN, Nguyen ANQ, Hoang TTP (2025) A pre-post quasi-experimental study of team-based learning effectiveness for Vietnamese nursing students. PLoS ONE. | link |
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| duplaga_2024_ehealth_attitudes | Ten items on attitudes to e-health solutions, 1,661 Polish respondents, 1-5 agreement. Item text not shipped: no codebook in the deposit. (CC BY 4.0) Duplaga, M. (2024). The role of technology anxiety in the use of e-health solutions in Polish society [Dataset]. Zenodo. | link |
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| duplaga_2024_eservice_use | Eight dichotomous (0/1) items on use of specific e-health services, 1,661 Polish respondents. Item text not shipped: no codebook in the deposit. (CC BY 4.0) Duplaga, M. (2024). The role of technology anxiety in the use of e-health solutions in Polish society [Dataset]. Zenodo. | link |
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| duplaga_2024_technology_anxiety | Eleven technology-anxiety items, 1,661 Polish respondents, 1-5 agreement. Coded TAS1-11 in the deposit, which collides with the rights register's Toronto Alexithymia Scale row by code name only. Item text not shipped: the deposit is a bare .xlsx with no codebook. (CC BY 4.0) Duplaga, M. (2024). The role of technology anxiety in the use of e-health solutions in Polish society [Dataset]. Zenodo. | link |
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| duplaga_2026_care_satisfaction | Parental Cumulative Satisfaction with Pediatric Care Scale, 10 items (0-5), from 562 Polish parents of children with chronic gastrointestinal disease. (CC BY 4.0) Duplaga, M. (2026). The relationship between health literacy and satisfaction with medical care in parents of children with chronic gastrointestinal diseases. Zenodo. | link |
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| duplaga_2026_dcqfn | Digital Competence Questionnaire for Nurses (DCQfN), 12 items, 1 decidedly disagree - 5 decidedly agree; N = 800 Polish nurses; cov_age, cov_gender, cov_residence, cov_education, cov_internet_use, cov_social_media_use, cov_specialist, cov_hospital, cov_private_facility. (CC BY 4.0) Duplaga, M. (2026). Assessing nurses' digital competence for public health systems: validation of a brief instrument and factors associated with competence [dataset]. Zenodo. https://doi.org/10.5281/zenodo.18566680 | link |
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| duplaga_2026_eheals | eHealth Literacy Scale (eHEALS), 10 items, 1-5; N = 800; same covariates. (CC BY 4.0) Duplaga, M. (2026). Assessing nurses' digital competence for public health systems: validation of a brief instrument and factors associated with competence [dataset]. Zenodo. https://doi.org/10.5281/zenodo.18566680 | link |
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| duplaga_2026_eheals_parents | eHEALS e-health literacy scale, 8 items (1-5), from 561 Polish parents of children with chronic gastrointestinal disease. (CC BY 4.0) Duplaga, M. (2026). The relationship between health literacy and satisfaction with medical care in parents of children with chronic gastrointestinal diseases. Zenodo. | link |
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| duplaga_2026_hls_eu_q16 | HLS-EU-Q16 health literacy questionnaire, 16 items (1-4; the 'not applicable' code dropped), from 560 Polish parents of children with chronic gastrointestinal disease. (CC BY 4.0) Duplaga, M. (2026). The relationship between health literacy and satisfaction with medical care in parents of children with chronic gastrointestinal diseases. Zenodo. | link |
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| duplaga_2026_pss10 | Perceived Stress Scale (PSS-10), 10 items (0-4), from 562 Polish parents of children with chronic gastrointestinal disease. (CC BY 4.0) Duplaga, M. (2026). The relationship between health literacy and satisfaction with medical care in parents of children with chronic gastrointestinal diseases. Zenodo. | link |
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| duque_2017_flu_campaign_media | 1,164 healthcare workers in public clinics and hospitals across 21 districts in 5 South African provinces. Media through which the respondent encountered the national influenza vaccination campaign: television, radio, internet, newspaper, colleagues, friends and family. This is a 'circle all that apply' question rendered as ONE COLUMN PER OPTION, which makes each option a yes/no item and the set a real battery - the opposite of the multi-selects dropped from other deposits in this batch, where a whole pick-list was collapsed into a single numeric column and so could not represent a set at all. (CC0 1.0) Duque J, Gaga S, Clark D, Muller M, Kuwane B, Cohen C (2017). Knowledge, attitudes and practices of South African healthcare workers regarding the prevention and treatment of influenza among HIV-infected individuals. PLOS ONE 12(3). | link |
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| duque_2017_flu_info_sources | 1,164 healthcare workers in public clinics and hospitals across 21 districts in 5 South African provinces. Sources used for influenza information: scientific literature, university, internet, newspaper, training seminars, outside training, libraries, colleagues, friends and family. This is a 'circle all that apply' question rendered as ONE COLUMN PER OPTION, which makes each option a yes/no item and the set a real battery - the opposite of the multi-selects dropped from other deposits in this batch, where a whole pick-list was collapsed into a single numeric column and so could not represent a set at all. (CC0 1.0) Duque J, Gaga S, Clark D, Muller M, Kuwane B, Cohen C (2017). Knowledge, attitudes and practices of South African healthcare workers regarding the prevention and treatment of influenza among HIV-infected individuals. PLOS ONE 12(3). | link |
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| duque_2017_flu_symptom_knowledge | 1,164 healthcare workers in public clinics and hospitals across 21 districts in 5 South African provinces. Influenza symptom knowledge: 8 symptoms checked or not checked as symptoms of influenza illness, including the distractors hair loss (29 endorsements) and diarrhoea (123). This is a 'circle all that apply' question rendered as ONE COLUMN PER OPTION, which makes each option a yes/no item and the set a real battery - the opposite of the multi-selects dropped from other deposits in this batch, where a whole pick-list was collapsed into a single numeric column and so could not represent a set at all. (CC0 1.0) Duque J, Gaga S, Clark D, Muller M, Kuwane B, Cohen C (2017). Knowledge, attitudes and practices of South African healthcare workers regarding the prevention and treatment of influenza among HIV-infected individuals. PLOS ONE 12(3). | link |
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| duque_2017_flu_vaccination_reasons | 1,164 healthcare workers in public clinics and hospitals across 21 districts in 5 South African provinces. Importance of each of six reasons to get vaccinated against influenza - protecting myself, my patients, my family, the hospital requiring it, not missing work, and it being free of charge - on a 1-4 scale where HIGHER = MORE IMPORTANT (direction verified against the paper's own ranking, not assumed). (CC0 1.0) Duque J, Gaga S, Clark D, Muller M, Kuwane B, Cohen C (2017). Knowledge, attitudes and practices of South African healthcare workers regarding the prevention and treatment of influenza among HIV-infected individuals. PLOS ONE 12(3). | link |
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| duque_2017_flu_vaccine_access | 1,164 healthcare workers in public clinics and hospitals across 21 districts in 5 South African provinces. Reported places where influenza vaccine is available to the respondent: workplace, clinic, private GP, pharmacy. This is a 'circle all that apply' question rendered as ONE COLUMN PER OPTION, which makes each option a yes/no item and the set a real battery - the opposite of the multi-selects dropped from other deposits in this batch, where a whole pick-list was collapsed into a single numeric column and so could not represent a set at all. (CC0 1.0) Duque J, Gaga S, Clark D, Muller M, Kuwane B, Cohen C (2017). Knowledge, attitudes and practices of South African healthcare workers regarding the prevention and treatment of influenza among HIV-infected individuals. PLOS ONE 12(3). | link |
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| dur_2023_trade_agreement_groups conjoint · source = "conj" |
Representatives of 609 interest groups worldwide (business associations, citizen groups, labour unions; online survey) compared two proposed trade agreements in each of 2 tasks, varying whether the agreement includes provisions on services liberalisation, intellectual property, environment and labour rights; they chose one (or neither) and rated each 1-10. (CC0 1.0) Dür, A., Huber, R. A., Mateo, G., & Spilker, G. (2023). Interest group preferences towards trade agreements: Institutional design matters. Interest Groups & Advocacy, 12(1), 48-72. | link |
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| dur_2025_trade_poland conjoint · source = "conj" |
Adults in Poland (bilendi online panel, 2022; n = 2,999) chose between and rated (1-7) 5 pairs of hypothetical trade agreements varying in yearly gains or losses (zloty (5 x the euro value)) for themselves, the average citizen and the average citizen of the partner country, plus partner size, current trade volume and implementation year. (CC0 1.0) Dür, A., Hee, S., & Huber, R. A. (2025). A fair deal: Inequity aversion and individual attitudes toward trade agreements. The Review of International Organizations. | link |
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| dur_2025_trade_spain conjoint · source = "conj" |
Adults in Spain (bilendi online panel, 2022; n = 2,999) chose between and rated (1-7) 5 pairs of hypothetical trade agreements varying in yearly gains or losses (euro) for themselves, the average citizen and the average citizen of the partner country, plus partner size, current trade volume and implementation year. (CC0 1.0) Dür, A., Hee, S., & Huber, R. A. (2025). A fair deal: Inequity aversion and individual attitudes toward trade agreements. The Review of International Organizations. | link |
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| dur_2025_trade_uk conjoint · source = "conj" |
British adults (bilendi online panel, 2023; n = 2,128) chose between and rated (1-7) 5 pairs of hypothetical trade agreements varying in personal gains (small/medium/large), the average citizen's gains relative to the respondent, partner size, current trade volume and implementation year. (CC0 1.0) Dür, A., Hee, S., & Huber, R. A. (2025). A fair deal: Inequity aversion and individual attitudes toward trade agreements. The Review of International Organizations. | link |
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| duraj_2026_amas | Abbreviated Math Anxiety Scale (AMAS), 9 items, 1-5, two waves (wave); N = 524 Polish lower-secondary students; cov_age, cov_gender, cov_school_location, cov_math_score (wave-3 exam). (CC0 1.0) Duraj, A., & Trusz, S. (2026). Expectancies of Significant Others, Students' Mathematics Anxiety, and Their Mathematics Achievement: A Longitudinal Study - Dataset. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/XOPDQ5 | link |
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| duraj_2026_pe | Parents' expectancies of the student's mathematics, 13 items, 1-4, two waves (wave); N = 524 Polish lower-secondary students; cov_age, cov_gender, cov_school_location, cov_math_score (wave-3 exam). (CC0 1.0) Duraj, A., & Trusz, S. (2026). Expectancies of Significant Others, Students' Mathematics Anxiety, and Their Mathematics Achievement: A Longitudinal Study - Dataset. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/XOPDQ5 | link |
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| duraj_2026_pee | Peers' expectancies of the student's mathematics, 13 items, 1-4, two waves (wave); N = 524 Polish lower-secondary students; cov_age, cov_gender, cov_school_location, cov_math_score (wave-3 exam). (CC0 1.0) Duraj, A., & Trusz, S. (2026). Expectancies of Significant Others, Students' Mathematics Anxiety, and Their Mathematics Achievement: A Longitudinal Study - Dataset. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/XOPDQ5 | link |
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| duraj_2026_te | Teachers' expectancies of the student's mathematics, 13 items, 1-4, two waves (wave); N = 524 Polish lower-secondary students; cov_age, cov_gender, cov_school_location, cov_math_score (wave-3 exam). (CC0 1.0) Duraj, A., & Trusz, S. (2026). Expectancies of Significant Others, Students' Mathematics Anxiety, and Their Mathematics Achievement: A Longitudinal Study - Dataset. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/XOPDQ5 | link |
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| durand_2020_asrs | Adult ADHD Self-Report Scale (ASRS v1.1), 18 items on a 5-point frequency scale, from an online sample of adults with and without an ADHD diagnosis. (CC BY 4.0) Durand, G., Arbone, I. S., & Wharton, M. (2020). Reduced organizational skills in adults with ADHD are due to deficits in persistence, not in strategies. PeerJ, 8, e9844. | link |
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| durand_2020_dosq | Durand Organizational Skills Questionnaire, 38 items on a 6-point agreement scale, from an online sample of adults with and without an ADHD diagnosis. (CC BY 4.0) Durand, G., Arbone, I. S., & Wharton, M. (2020). Reduced organizational skills in adults with ADHD are due to deficits in persistence, not in strategies. PeerJ, 8, e9844. | link |
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| durand_2022_phq9 | PHQ-9 depression items (0-3) from 407 online adults with and without ADHD; the same respondents as durand_2020_dosq/asrs Study 1, linked by id. (CC BY 4.0) Durand, G., & Arbone, I. S. (2022). Exploring the relationship between ADHD, its common comorbidities, and their relationship to organizational skills. PeerJ, 10, e12836. | link |
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| durand_2022_stai6 | Six-item short form of the STAI state anxiety scale (1-4) from 407 online adults with and without ADHD; the same respondents as durand_2020_dosq/asrs Study 1, linked by id. (CC BY 4.0) Durand, G., & Arbone, I. S. (2022). Exploring the relationship between ADHD, its common comorbidities, and their relationship to organizational skills. PeerJ, 10, e12836. | link |
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| dusoruth_2020_food_waste conjoint · source = "conj" |
Visitors of the 2016 Minnesota State Fair rated how much of a ground beef or spinach package they would discard, shown one product scenario at a time that varied cosmetic deterioration (photo), date label, days to expiration, package size and price. 333 respondents, 8 single-profile scenarios, one rating (0-100). (CC0 1.0) Dusoruth, V., & Peterson, H. H. (2020). Food waste tendencies: Behavioral response to cosmetic deterioration of food. PLOS ONE, 15(5), e0233287. | link |
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| dussel_2022_hads14 | 14-item Hospital Anxiety and Depression Scale (HADS-14, 0-3 scale, anxiety and depression subscales combined), from a survey of N=780 French hospital workers during the first COVID-19 wave. (CC BY 4.0) d'Ussel M, Fels A, Durand X, Lemogne C, Chatellier G, Castreau N, Adam F (2022) Factors associated with psychological symptoms in hospital workers of a French hospital during the COVID-19 pandemic: Lessons from the first wave. PLoS ONE. | link |
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| dussel_2022_pcl17 | 17-item PTSD Checklist (PCL-17, 1-5 scale), from a survey of N=780 French hospital workers during the first COVID-19 wave. (CC BY 4.0) d'Ussel M, Fels A, Durand X, Lemogne C, Chatellier G, Castreau N, Adam F (2022) Factors associated with psychological symptoms in hospital workers of a French hospital during the COVID-19 pandemic: Lessons from the first wave. PLoS ONE. | link |
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| dutwin_2023_cominv | Community involvement, 8 items, 1-6. NORC AmeriSpeak panel, 5,694 US adults. Reverse-keyed items not recoded. Covariates: age, gender, education, race/ethnicity, sample. (CC0 1.0) David Dutwin (2023). Replication Data for: "The Psychological and Personality-Based Underpinnings of Survey Nonresponse and the Impact of Nonresponse Mitigation Efforts" [dataset]. Harvard Dataverse. | link |
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| dutwin_2023_fear | Fear scale, 8 items, 1-5. NORC AmeriSpeak panel, 5,585 US adults. Reverse-keyed items not recoded. Covariates: age, gender, education, race/ethnicity, sample. (CC0 1.0) David Dutwin (2023). Replication Data for: "The Psychological and Personality-Based Underpinnings of Survey Nonresponse and the Impact of Nonresponse Mitigation Efforts" [dataset]. Harvard Dataverse. | link |
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| dutwin_2023_narcissism | Narcissism, 8 forced-choice items (1/2). NORC AmeriSpeak panel, 5,731 US adults. Covariates: age, gender, education, race/ethnicity, sample. (CC0 1.0) David Dutwin (2023). Replication Data for: "The Psychological and Personality-Based Underpinnings of Survey Nonresponse and the Impact of Nonresponse Mitigation Efforts" [dataset]. Harvard Dataverse. | link |
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| dutwin_2023_personality | Personality inventory, 24 items, 1-7. NORC AmeriSpeak panel, 5,621 US adults. Reverse-keyed items not recoded. Covariates: age, gender, education, race/ethnicity, sample. (CC0 1.0) David Dutwin (2023). Replication Data for: "The Psychological and Personality-Based Underpinnings of Survey Nonresponse and the Impact of Nonresponse Mitigation Efforts" [dataset]. Harvard Dataverse. | link |
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| dvivdtws_ppmial_marcatto_2023_cwb | Counterproductive Work Behavior items(CWB) (CC BY 4.0) Marcatto, F. (2024, January 12). Data for Validation of the Italian version of the Dark Tetrad at Work scale: Psychometric properties and measurement invariance across languages. Retrieved from osf.io/8mj73 | link |
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| dvivdtws_ppmial_marcatto_2023_dtw | Dark Tetrad at Work(dtw) (CC BY 4.0) Marcatto, F. (2024, January 12). Data for Validation of the Italian version of the Dark Tetrad at Work scale: Psychometric properties and measurement invariance across languages. Retrieved from osf.io/8mj73 | link |
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| dwyer_2019_clinton_activist | Activist Identity and Commitment Scale (baseline) items from longitudinal study of 2016 Clinton voters, 8 items 1-6 (CC BY 4.0) Dwyer PC, Chang YP, Hannay J, Algoe SB (2019) When does activism benefit well-being? Evidence from a longitudinal study of Clinton voters in the 2016 U.S. presidential election. PLOS ONE 14(9):e0221754 | link |
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| dwyer_2019_clinton_cesd | CES-D depression items (T2/T3 post-inauguration follow-ups) from longitudinal study of 2016 Clinton voters, 20 items 1-4 (CC BY 4.0) Dwyer PC, Chang YP, Hannay J, Algoe SB (2019) When does activism benefit well-being? Evidence from a longitudinal study of Clinton voters in the 2016 U.S. presidential election. PLOS ONE 14(9):e0221754 | link |
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| dwyer_2025_genomics_ec | Attitudes toward Genomics and Precision Medicine (AGPM) embryo concerns ratings (CC0 1.0) Ella Anghel, María Pineros-Leano, Isabella R. McDonald, Andrew A. Dwyer; Psychometric Properties of a Culturally Adapted Spanish Version of the Attitudes toward Genomics and Precision Medicine Instrument. Public Health Genomics 1 January 2025; 28 (1): 196–204. https://doi.org/10.1159/000546101 | link |
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| dwyer_2025_genomics_gec | Attitudes toward Genomics and Precision Medicine (AGPM) nature concerns ratings (CC0 1.0) Ella Anghel, María Pineros-Leano, Isabella R. McDonald, Andrew A. Dwyer; Psychometric Properties of a Culturally Adapted Spanish Version of the Attitudes toward Genomics and Precision Medicine Instrument. Public Health Genomics 1 January 2025; 28 (1): 196–204. https://doi.org/10.1159/000546101 | link |
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| dwyer_2025_genomics_os | Attitudes toward Genomics and Precision Medicine (AGPM) overall support ratings (CC0 1.0) Ella Anghel, María Pineros-Leano, Isabella R. McDonald, Andrew A. Dwyer; Psychometric Properties of a Culturally Adapted Spanish Version of the Attitudes toward Genomics and Precision Medicine Instrument. Public Health Genomics 1 January 2025; 28 (1): 196–204. https://doi.org/10.1159/000546101 | link |
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| dwyer_2025_genomics_pb | Attitudes toward Genomics and Precision Medicine (AGPM) perceived benefits ratings (CC0 1.0) Ella Anghel, María Pineros-Leano, Isabella R. McDonald, Andrew A. Dwyer; Psychometric Properties of a Culturally Adapted Spanish Version of the Attitudes toward Genomics and Precision Medicine Instrument. Public Health Genomics 1 January 2025; 28 (1): 196–204. https://doi.org/10.1159/000546101 | link |
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| dwyer_2025_genomics_pc | Attitudes toward Genomics and Precision Medicine (AGPM) privacy concerns ratings (CC0 1.0) Ella Anghel, María Pineros-Leano, Isabella R. McDonald, Andrew A. Dwyer; Psychometric Properties of a Culturally Adapted Spanish Version of the Attitudes toward Genomics and Precision Medicine Instrument. Public Health Genomics 1 January 2025; 28 (1): 196–204. https://doi.org/10.1159/000546101 | link |
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| dwyer_2025_genomics_sjc | Attitudes toward Genomics and Precision Medicine (AGPM) social justice concerns ratings (CC0 1.0) Ella Anghel, María Pineros-Leano, Isabella R. McDonald, Andrew A. Dwyer; Psychometric Properties of a Culturally Adapted Spanish Version of the Attitudes toward Genomics and Precision Medicine Instrument. Public Health Genomics 1 January 2025; 28 (1): 196–204. https://doi.org/10.1159/000546101 | link |
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| eammi_grahe_2018_american_dream | American Dream Beliefs (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_belong | Need to Belong (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_disability_identity | Disability Identity (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_efficacy | General Self-Efficacy (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_exploit | Interpersonal Exploitativeness (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_idea | Dimensions of Emerging Adulthood (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_marriage_attitudes | Marital Salience & Permanence (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_marriage_identity_allocation | Marital Central Identity (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_marriage_timing | Ideal Marital Timing (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_mindful | Trait Mindfulness (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_moa1 | Markers of Adulthood (Importance) (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_moa2 | Markers of Adulthood (Achievement) (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_npi | Narcissism (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_physsx | Somatic Symptoms (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_socmedia | Social Media Use & Motivations (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_stress | Perceived Stress (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_support | Perceived Social Support (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_swb | Subjective Well-Being (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| eammi_grahe_2018_transgressions | Interpresonal Transgressions (CC0 1.0) Grahe, J. E., Chalk, H. M., Cramblet Alvarez, L. D., Faas, C., Hermann, A., Ph.D., McFall, J. P., & Molyneux, K. (2019, June 13). EAMMi2 Public Data. https://doi.org/10.17605/OSF.IO/QTQPB | link |
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| earja_2026_ai_literacy | 123 Indonesian Gen-Z beauty shoppers (Greater Jakarta) answered a five-point agreement scale after watching a simulated TikTok Shop Live session hosted by an AI streamer. Three AI-literacy items (AL1-AL3), resp 1-5; collected by the authors but not used in their reported model. (CC BY 4.0) Earja, D. F., & Nursanti, T. D. (2026). Dataset and Questionnaire: Algorithmic Transparency and Anthropomorphism of AI Streamers in TikTok Shop Live (n = 123) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23763732 | link |
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| earja_2026_algorithmic_transparency | 123 Indonesian Gen-Z beauty shoppers (Greater Jakarta) answered a five-point agreement scale after watching a simulated TikTok Shop Live session hosted by an AI streamer. Five algorithmic-transparency items (AT1-AT5), resp 1-5. (CC BY 4.0) Earja, D. F., & Nursanti, T. D. (2026). Dataset and Questionnaire: Algorithmic Transparency and Anthropomorphism of AI Streamers in TikTok Shop Live (n = 123) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23763732 | link |
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| earja_2026_anthropomorphism | 123 Indonesian Gen-Z beauty shoppers (Greater Jakarta) answered a five-point agreement scale after watching a simulated TikTok Shop Live session hosted by an AI streamer. Five anthropomorphism items (AN1-AN5), resp 1-5. (CC BY 4.0) Earja, D. F., & Nursanti, T. D. (2026). Dataset and Questionnaire: Algorithmic Transparency and Anthropomorphism of AI Streamers in TikTok Shop Live (n = 123) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23763732 | link |
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| earja_2026_fomo | 123 Indonesian Gen-Z beauty shoppers (Greater Jakarta) answered a five-point agreement scale after watching a simulated TikTok Shop Live session hosted by an AI streamer. Five fear-of-missing-out items (FO1-FO5), resp 1-5. (CC BY 4.0) Earja, D. F., & Nursanti, T. D. (2026). Dataset and Questionnaire: Algorithmic Transparency and Anthropomorphism of AI Streamers in TikTok Shop Live (n = 123) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23763732 | link |
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| earja_2026_perceived_risk | 123 Indonesian Gen-Z beauty shoppers (Greater Jakarta) answered a five-point agreement scale after watching a simulated TikTok Shop Live session hosted by an AI streamer. Five perceived-risk items (PR1-PR5), resp 1-5. (CC BY 4.0) Earja, D. F., & Nursanti, T. D. (2026). Dataset and Questionnaire: Algorithmic Transparency and Anthropomorphism of AI Streamers in TikTok Shop Live (n = 123) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23763732 | link |
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| earja_2026_purchase_intention | 123 Indonesian Gen-Z beauty shoppers (Greater Jakarta) answered a five-point agreement scale after watching a simulated TikTok Shop Live session hosted by an AI streamer. Four purchase-intention items (PI1-PI4), resp 1-5. (CC BY 4.0) Earja, D. F., & Nursanti, T. D. (2026). Dataset and Questionnaire: Algorithmic Transparency and Anthropomorphism of AI Streamers in TikTok Shop Live (n = 123) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23763732 | link |
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| earja_2026_trust | 123 Indonesian Gen-Z beauty shoppers (Greater Jakarta) answered a five-point agreement scale after watching a simulated TikTok Shop Live session hosted by an AI streamer. Five trust items (TR1-TR5), resp 1-5. (CC BY 4.0) Earja, D. F., & Nursanti, T. D. (2026). Dataset and Questionnaire: Algorithmic Transparency and Anthropomorphism of AI Streamers in TikTok Shop Live (n = 123) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23763732 | link |
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| eckerehrhardt_2025_energy_governance conjoint · source = "conj" |
Dynata online samples in Brazil, Germany, South Africa and the US (Aug-Sep 2023, n=12,059) compared 3 pairs of proposals for a new global organization on energy production and consumption, varying whether companies, scientists, civil-society organizations and individual energy consumers get a lot of say; they chose the most appropriate proposal and rated confidence in the organization (1-7). (CC0 1.0) Ecker-Ehrhardt, M., Verhaegen, S., & Quack, S. (2025). Nonstate actor inclusion and the social legitimacy of global governance institutions. International Studies Quarterly, 69(2), sqaf040. | link |
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| eckerehrhardt_2025_internet_governance conjoint · source = "conj" |
Dynata online samples in Brazil, Germany, South Africa and the US (Aug-Sep 2023, n=12,059) compared 3 pairs of proposals for a new global organization on internet content moderation, varying whether companies, scientists, civil-society organizations and individual internet users get a lot of say; they chose the most appropriate proposal and rated confidence in the organization (1-7). (CC0 1.0) Ecker-Ehrhardt, M., Verhaegen, S., & Quack, S. (2025). Nonstate actor inclusion and the social legitimacy of global governance institutions. International Studies Quarterly, 69(2), sqaf040. | link |
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| eckhard_2022_administrative_language conjoint · source = "conj" |
German online respondents each listened to one audio recording of a fictional public service encounter in which the employee's administrative language (control, informational, relational, or both) and the service decision (negative or positive) were randomized, then rated satisfaction, comprehensibility, reification, emotionality and complaisance on 10-point scales. 1,402 respondents. (CC0 1.0) Eckhard, S., & Friedrich, L. (2022). Linguistic features of public service encounters: How spoken administrative language affects citizen satisfaction. Journal of Public Administration Research and Theory, 34(1), 122-135. | link |
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| ecuador_2011_safety_avoidance | Avoidance behaviors adopted due to insecurity (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_confidence | Trust in institutions responsible for public security (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_crime | Past-year (Sept 2010–Aug 2011) victimisation by crime type: fraud, four types of robbery, threat, injury, kidnapping, other (9 yes/no items, ENVIPI 7.5–7.10) (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_homesec | Household security measures adopted (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_impact | Effect of insecurity on daily life and media exposure (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_operatives | Awareness of government security operations (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_places | Perceived safety across specific everyday locations (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_safety | Perceived safety in the neighborhood and city (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_surroundings | Presence of security and disorder indicators in the surroundings (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_trend | Perceived trend in crime levels (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_victim | Experience of criminal victimization (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| ecuador_2011_safety_victimtype | Types of crime suffered (CC BY 4.0) Encuesta de Victimización y Percepción de Inseguridad 2011, INEC | link |
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| edelson_2025_political_ads conjoint · source = "conj" |
1,013 US adults (NORC AmeriSpeak, March-April 2021) each judged which of two mock-up online ads was more political, over 8 pairs; ads varied the sponsor (6), the energy/environment message (6) and the image (5). (CC0 1.0) Edelson, L., Lockett, D., Guillard, C., Lauinger, T., Li, Z., Montgomery, J. M., & McCoy, D. (2025). What drives perceptions of the political in online advertising? The source, content, and political orientation. Journal of Experimental Political Science, 13(1), 36-50. | link |
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| edobor_2023_cyclone_insurance conjoint · source = "conj" |
Discrete choice experiment: 598 owners of small coastal US businesses (2022 online survey) chose between two hypothetical cyclone insurance packages (policy, provider, coverage, premium, waiting period, deductible) or none; 6 tasks each, choice with opt-out. (CC0 1.0) Edobor, E. W., Marshall, M. I., Katare, B., & Valdivia, C. (2024). Insuring for cyclone events: What matters to small business owners? Journal of the Agricultural and Applied Economics Association. | link |
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| ees_sarling_2024 | Swedish translation of the empathetic experience scale (CC BY 4.0) Sarling, A., Sundin, Ö., & Jansson, B. (2024). Psychometric evaluation of the Swedish Version of the Empathic Experience Scale (EES).Psychological Test Adaptation and Development, 5(1), 192–200. https://doi.org/10.1027/2698-1866/a000079 | link |
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| eggers_2018_mp_misconduct conjoint · source = "conj" |
British YouGov respondents (June 2014; n=1,962) each saw 5 hypothetical marginal-constituency contests between the current MP and the main challenger (party, age, gender, former job; MP's good or bad conduct) and said whom they would vote for, with third-party and abstention options. (CC0 1.0) Eggers, A. C., Vivyan, N., & Wagner, M. (2018). Corruption, accountability, and gender: Do female politicians face higher standards in public life? The Journal of Politics, 80(1), 321-326. | link |
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| eggers_2025_council_office conjoint · source = "conj" |
3,000 news-engaged US registered voters (YouGov, January 2024) each read 8 text descriptions of a city-council seat varying 7 features (campaign funds needed, chances of winning, salary, local news exposure, majority needed to pass policy, city manager powers, staff) and rated their interest in running for it on a 1-10 scale. (CC0 1.0) Eggers, A., Fowler, A., Howell, W., & Offer-Westort, M. (2025). Opportunities to govern: How to increase the supply of moderate and qualified candidates. Political Science Research and Methods. | link |
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| ehealth_rioux_2025_abiliti | AbilitiCBT is focused on mental health and users go through 10 weekly self-paced online modules that teach techniques to help individuals understand and cope with mental illness symptoms based on the principles of Cognitive Behavioral Therapy (CBT) while a therapist monitors progress (CC BY 4.0) Rioux, C., Konkin, A., MacKinnon, A. L., Tomfohr-Madsen, L., & Roos, L. E. (2025, June 2). MTurk Parent eHealth Preference Survey. https://doi.org/10.17605/OSF.IO/J7D2Q | link |
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| ehealth_rioux_2025_beam | BEAM is focused on both mental health and parenting and users go through a 10-week program with weekly group therapy sessions, educational videos on mental health and parenting skills, a private online forum to connect with other parents, and optional work sheets (CC BY 4.0) Rioux, C., Konkin, A., MacKinnon, A. L., Tomfohr-Madsen, L., & Roos, L. E. (2025, June 2). MTurk Parent eHealth Preference Survey. https://doi.org/10.17605/OSF.IO/J7D2Q | link |
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| ehealth_rioux_2025_gad | The GAD-7 assesses general anxiety symptoms over the last two weeks, rated on a Likert scale from 0 (not at all) to 3 (nearly every day). (CC BY 4.0) Rioux, C., Konkin, A., MacKinnon, A. L., Tomfohr-Madsen, L., & Roos, L. E. (2025, June 2). MTurk Parent eHealth Preference Survey. https://doi.org/10.17605/OSF.IO/J7D2Q | link |
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| ehealth_rioux_2025_mssps | Perceived adequacy of social support from family, friends, and significant others was measured using the Multidimensional Scale of Perceived Social Support (Zimet et al., 1988, 1990). This scale consists of 12 items answered on a Likert scale from 1 (very strongly disagree) to 7 (very strongly agree). (CC BY 4.0) Rioux, C., Konkin, A., MacKinnon, A. L., Tomfohr-Madsen, L., & Roos, L. E. (2025, June 2). MTurk Parent eHealth Preference Survey. https://doi.org/10.17605/OSF.IO/J7D2Q | link |
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| ehealth_rioux_2025_pci | The PSI-SF consists of 36 items rated on a Likert scale from 1 (Strongly disagree) to 5 (Strongly agree) assessing parent stress and interactional style in three domains: how parents feel in their role, how satisfied they are in the relationship with their child, and how difficult they perceive their child to be. (CC BY 4.0) Rioux, C., Konkin, A., MacKinnon, A. L., Tomfohr-Madsen, L., & Roos, L. E. (2025, June 2). MTurk Parent eHealth Preference Survey. https://doi.org/10.17605/OSF.IO/J7D2Q | link |
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| ehealth_rioux_2025_phq | The PHQ-9 assesses depression symptoms over the last two weeks, rated on a Likert scale from 0 (not at all) to 3 (nearly every day) (CC BY 4.0) Rioux, C., Konkin, A., MacKinnon, A. L., Tomfohr-Madsen, L., & Roos, L. E. (2025, June 2). MTurk Parent eHealth Preference Survey. https://doi.org/10.17605/OSF.IO/J7D2Q | link |
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| ehealth_rioux_2025_rse | Using 10 questions answered with “Yes” or “No,” this questionnaire assesses the presence or absence of stressors in the last twelve months (i.e., life threatening illness or accidental injury to you or someone close to you, death of someone close to you, moved to a different home or apartment, family violence or abuse to you or someone close to you, had to take care of a seriously ill or disabled family member, started back at school, separated or divorced with a spouse or romantic partner, you or someone in your home lost a job or tried to get a job and failed, government agency funds were cut off for you or someone in your home, anything else bad happened to you or someone close to you). (CC BY 4.0) Rioux, C., Konkin, A., MacKinnon, A. L., Tomfohr-Madsen, L., & Roos, L. E. (2025, June 2). MTurk Parent eHealth Preference Survey. https://doi.org/10.17605/OSF.IO/J7D2Q | link |
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| ehealth_rioux_2025_rses | This scale measures resilient coping tendencies, or coping behaviours that people may engage in when under pressure using the prompt “During and after life’s most stressful events, I tend to…” with four items (e.g., find a way to do what’s necessary to carry on) rated from 1 (not at all like me) to 5 (exactly like me) (CC BY 4.0) Rioux, C., Konkin, A., MacKinnon, A. L., Tomfohr-Madsen, L., & Roos, L. E. (2025, June 2). MTurk Parent eHealth Preference Survey. https://doi.org/10.17605/OSF.IO/J7D2Q | link |
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| ehealth_rioux_2025_triplep | Triple P Online is focused on parenting and users work through eight online modules at their own pace (average completion time is 11 weeks), with modules featuring video clips, interactive exercises, and a workbook on how to improve the family environment and prevent and reduce behavioral problems in children (CC BY 4.0) Rioux, C., Konkin, A., MacKinnon, A. L., Tomfohr-Madsen, L., & Roos, L. E. (2025, June 2). MTurk Parent eHealth Preference Survey. https://doi.org/10.17605/OSF.IO/J7D2Q | link |
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| ehret_2022_ai_governance conjoint · source = "conj" |
Respondents in Germany, the UK, China, Chile and India (n=932) saw pairs of AI algorithms described by seven attributes (privacy, unemployment risk, job creation, discrimination, transparency, decision area, dilemma choices) and picked the one that should be prohibited; 5 tasks x 2 profiles. (CC BY 4.0) Ehret, S. (2022). Public preferences for governing AI technology: Comparative evidence. Journal of European Public Policy, 29(11), 1779-1798. | link |
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| eichmeier_2019_aot | Actively open-minded thinking, 11 items, raw responses (reverse-keyed items kept as administered). 1,129 adults. Covariate: gender. (CC0 1.0) Eichmeier, April (2019). Replication Data for: Differences that don’t make much difference: Party asymmetry in open-minded cognitive styles has little relationship to information processing behavior [dataset]. Harvard Dataverse. | link |
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| eichmeier_2019_epistemic_beliefs | Epistemic beliefs, 12 items, raw responses (reverse-keyed items kept as administered). 1,129 adults. Covariate: gender. (CC0 1.0) Eichmeier, April (2019). Replication Data for: Differences that don’t make much difference: Party asymmetry in open-minded cognitive styles has little relationship to information processing behavior [dataset]. Harvard Dataverse. | link |
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| eichmeier_2019_moralized_rationality | Moralized rationality, 9 items, raw responses. 1,129 adults. Covariate: gender. (CC0 1.0) Eichmeier, April (2019). Replication Data for: Differences that don’t make much difference: Party asymmetry in open-minded cognitive styles has little relationship to information processing behavior [dataset]. Harvard Dataverse. | link |
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| eichmeier_2019_need_for_affect | Need for affect, 26 items, raw responses (reverse-keyed items kept as administered). 1,128 adults. Covariate: gender. (CC0 1.0) Eichmeier, April (2019). Replication Data for: Differences that don’t make much difference: Party asymmetry in open-minded cognitive styles has little relationship to information processing behavior [dataset]. Harvard Dataverse. | link |
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| eichmeier_2019_need_for_closure | Need for closure, 15 items, raw responses (reverse-keyed items kept as administered). 1,129 adults. Covariate: gender. (CC0 1.0) Eichmeier, April (2019). Replication Data for: Differences that don’t make much difference: Party asymmetry in open-minded cognitive styles has little relationship to information processing behavior [dataset]. Harvard Dataverse. | link |
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| eichmeier_2019_nfc | Need for cognition, 16 items, raw responses (reverse-keyed items kept as administered). 1,129 adults. Covariate: gender. (CC0 1.0) Eichmeier, April (2019). Replication Data for: Differences that don’t make much difference: Party asymmetry in open-minded cognitive styles has little relationship to information processing behavior [dataset]. Harvard Dataverse. | link |
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| eldor_2022_anomie | 7-item anomie scale, 1-7. 309 respondents x 7 items = 2160 responses. (CC BY 4.0) Eldor, D., Lindholm, K., Chavez, M., Vassanyi, S., Badiane, M., Yaldizli, K., Froysa, P., Haugestad, C., & Kunst, J. (2022). Resilience against radicalization and extremism in schools: Development of a psychometric scale. Frontiers in Psychology, 13, 980180. https://doi.org/10.3389/fpsyg.2022.980180 | link |
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| eldor_2022_collective_anger | 3-item collective anger scale, 1-7. 305 respondents x 3 items = 909 responses. (CC BY 4.0) Eldor, D., Lindholm, K., Chavez, M., Vassanyi, S., Badiane, M., Yaldizli, K., Froysa, P., Haugestad, C., & Kunst, J. (2022). Resilience against radicalization and extremism in schools: Development of a psychometric scale. Frontiers in Psychology, 13, 980180. https://doi.org/10.3389/fpsyg.2022.980180 | link |
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| eldor_2022_political_resilience | 49-item political resilience scale (the study's new instrument), 1-7, Norwegian school students. 331 respondents x 49 items = 15573 responses. (CC BY 4.0) Eldor, D., Lindholm, K., Chavez, M., Vassanyi, S., Badiane, M., Yaldizli, K., Froysa, P., Haugestad, C., & Kunst, J. (2022). Resilience against radicalization and extremism in schools: Development of a psychometric scale. Frontiers in Psychology, 13, 980180. https://doi.org/10.3389/fpsyg.2022.980180 | link |
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| eldor_2022_realistic_threat | 3-item realistic threat scale, 1-7. 302 respondents x 3 items = 905 responses. (CC BY 4.0) Eldor, D., Lindholm, K., Chavez, M., Vassanyi, S., Badiane, M., Yaldizli, K., Froysa, P., Haugestad, C., & Kunst, J. (2022). Resilience against radicalization and extremism in schools: Development of a psychometric scale. Frontiers in Psychology, 13, 980180. https://doi.org/10.3389/fpsyg.2022.980180 | link |
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| eldor_2022_relative_deprivation | 6-item relative deprivation scale, 1-7. 303 respondents x 6 items = 1806 responses. (CC BY 4.0) Eldor, D., Lindholm, K., Chavez, M., Vassanyi, S., Badiane, M., Yaldizli, K., Froysa, P., Haugestad, C., & Kunst, J. (2022). Resilience against radicalization and extremism in schools: Development of a psychometric scale. Frontiers in Psychology, 13, 980180. https://doi.org/10.3389/fpsyg.2022.980180 | link |
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| eldor_2022_school_resilience | 5-item school resilience scale, 1-7. 320 respondents x 5 items = 1593 responses. (CC BY 4.0) Eldor, D., Lindholm, K., Chavez, M., Vassanyi, S., Badiane, M., Yaldizli, K., Froysa, P., Haugestad, C., & Kunst, J. (2022). Resilience against radicalization and extremism in schools: Development of a psychometric scale. Frontiers in Psychology, 13, 980180. https://doi.org/10.3389/fpsyg.2022.980180 | link |
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| eldor_2022_symbolic_threat | 3-item symbolic threat scale, 1-7. 303 respondents x 3 items = 906 responses. (CC BY 4.0) Eldor, D., Lindholm, K., Chavez, M., Vassanyi, S., Badiane, M., Yaldizli, K., Froysa, P., Haugestad, C., & Kunst, J. (2022). Resilience against radicalization and extremism in schools: Development of a psychometric scale. Frontiers in Psychology, 13, 980180. https://doi.org/10.3389/fpsyg.2022.980180 | link |
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| eldor_2022_violent_extremism | 5-item violent extremism attitudes scale, 1-7. 305 respondents x 5 items = 1505 responses. (CC BY 4.0) Eldor, D., Lindholm, K., Chavez, M., Vassanyi, S., Badiane, M., Yaldizli, K., Froysa, P., Haugestad, C., & Kunst, J. (2022). Resilience against radicalization and extremism in schools: Development of a psychometric scale. Frontiers in Psychology, 13, 980180. https://doi.org/10.3389/fpsyg.2022.980180 | link |
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| eldor_2022_violent_intentions | 7-item violent behavioural intentions scale, 1-7. 304 respondents x 7 items = 2112 responses. (CC BY 4.0) Eldor, D., Lindholm, K., Chavez, M., Vassanyi, S., Badiane, M., Yaldizli, K., Froysa, P., Haugestad, C., & Kunst, J. (2022). Resilience against radicalization and extremism in schools: Development of a psychometric scale. Frontiers in Psychology, 13, 980180. https://doi.org/10.3389/fpsyg.2022.980180 | link |
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| elephant_seals_anonuevo_2009_2010 competitions · source = "comp" |
Northern elephant seal male-male dominance interactions observed in the field, Año Nuevo, 2009-10 breeding season. One row per interaction; winner/loser by retreat of the loser. rater = observer initials. (CC0 1.0) Casey, C., Charrier, I., Mathevon, N., & Reichmuth, C. (2015). Rival assessment among northern elephant seals: evidence of associative learning during male-male contests. Royal Society Open Science, 2(8), 150228. | link |
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| elephant_seals_anonuevo_2010_2011 competitions · source = "comp" |
Northern elephant seal male-male dominance interactions observed in the field, Año Nuevo, 2010-11 breeding season. One row per interaction; winner/loser by retreat of the loser. rater = observer initials. (CC0 1.0) Casey, C., Charrier, I., Mathevon, N., & Reichmuth, C. (2015). Rival assessment among northern elephant seals: evidence of associative learning during male-male contests. Royal Society Open Science, 2(8), 150228. | link |
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| elephant_seals_anonuevo_2011_2012 competitions · source = "comp" |
Northern elephant seal male-male dominance interactions observed in the field, Año Nuevo, 2011-12 breeding season. One row per interaction; winner/loser by retreat of the loser. rater = observer initials. (CC0 1.0) Casey, C., Charrier, I., Mathevon, N., & Reichmuth, C. (2015). Rival assessment among northern elephant seals: evidence of associative learning during male-male contests. Royal Society Open Science, 2(8), 150228. | link |
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| elephant_seals_anonuevo_2012_2013 competitions · source = "comp" |
Northern elephant seal male-male dominance interactions observed in the field, Año Nuevo, 2012-13 breeding season. One row per interaction; winner/loser by retreat of the loser. rater = observer initials. (CC0 1.0) Casey, C., Charrier, I., Mathevon, N., & Reichmuth, C. (2015). Rival assessment among northern elephant seals: evidence of associative learning during male-male contests. Royal Society Open Science, 2(8), 150228. | link |
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| elephant_seals_piedrasblancas_2012 competitions · source = "comp" |
Northern elephant seal male-male dominance interactions observed in the field, Piedras Blancas, 2012 (Jan-Feb). One row per interaction; winner/loser by retreat of the loser. (CC0 1.0) Casey, C., Charrier, I., Mathevon, N., & Reichmuth, C. (2015). Rival assessment among northern elephant seals: evidence of associative learning during male-male contests. Royal Society Open Science, 2(8), 150228. | link |
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| elhai_2025_intolerance_uncertainty | The 12-item Intolerance of Uncertainty Scale-12 (1-5) answered by 329 US college students. Named by the deposit's own description. The permitted response set is the published instrument's, not the observed values. (CC BY 4.0) Elhai, J. (2025). Intolerance of uncertainty mediates the relationship between social anxiety and problematic smartphone use severity in college students [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/sp3h5k27xk.1 | link |
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| elhai_2025_smartphone_addiction | The 10-item Smartphone Addiction Scale-Short Version (1-6) answered by the same 329 US college students. Named by the deposit's own description. (CC BY 4.0) Elhai, J. (2025). Intolerance of uncertainty mediates the relationship between social anxiety and problematic smartphone use severity in college students [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/sp3h5k27xk.1 | link |
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| elhai_2025_social_phobia | The 17-item Social Phobia Inventory (0-4) answered by the same 329 US college students. Named by the deposit's own description. (CC BY 4.0) Elhai, J. (2025). Intolerance of uncertainty mediates the relationship between social anxiety and problematic smartphone use severity in college students [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/sp3h5k27xk.1 | link |
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| elia_2024_scandal_women_candidates conjoint · source = "conj" |
Respondents in Mexico, Guatemala, Chile and Uruguay (online panels) read one vignette about a new mayoral candidate randomized by candidate sex (man or woman) and by whether a corruption scandal involved the candidate's party, and rated their likelihood of voting, a second likelihood item, and trust. n = 3,215. (CC0 1.0) Elia, E. (2024). Can the fairer sex save the day? Voting for women after corruption scandals in Latin America. Political Behavior, 47, 97-117. | link |
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| elkjaer_2024_policy_support | Support (1) or opposition (0) for 8 US policy proposals (infrastructure bill, minimum wage, estate tax repeal, capital gains taxed as income, border security, transgender military service, Roe v. Wade as worded, vaccine mandates); treat = randomly offered an explicit don't-know option, don't-know/skip answers are not rows. 4,809 US adults, pre-registered online survey experiment in three rounds. Covariates: round, gender, age, party identification, race, political knowledge index (0-5). (CC0 1.0) Elkjær MA, Wlezien C (2024). Estimating public opinion from surveys: the impact of including a "don't know" response option in policy preference questions. Political Science Research and Methods. https://doi.org/10.1017/psrm.2024.42 | link |
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| elkjaer_2025_inheritance_tax conjoint · source = "conj" |
3,186 adults in England and Wales compared pairs of tax plans (5 tasks) that set income-tax rates for four income bands and inheritance-tax rates for four inheritance bands. Outcomes: preferred plan on income tax and preferred plan on inheritance tax (both forced choices). (CC0 1.0) Elkjaer, M. A., Ansell, B., Bokobza, L., Cansunar, A., Haslberger, M., & Nyrup, J. (2025). Why is it so hard to counteract wealth inequality? Evidence from the United Kingdom. World Politics, 77(3), 515-561. | link |
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| ellis_2016_calc_instrprac | 8-item instructor classroom-practice frequency scale (6-point Likert), same end-of-semester Calculus I survey as ellis_2016_calc_instrqual, n=4931 (CC BY 4.0) Ellis J, et al (2016). Women 1.5 Times More Likely to Leave STEM Pipeline after Calculus Compared to Men: Lack of Mathematical Confidence a Potential Culprit. PLOS ONE. | link |
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| ellis_2016_calc_instrqual | 8-item instructor-quality perception scale (6-point Likert), end-of-semester Calculus I student survey across US institutions, n=4925 (CC BY 4.0) Ellis J, et al (2016). Women 1.5 Times More Likely to Leave STEM Pipeline after Calculus Compared to Men: Lack of Mathematical Confidence a Potential Culprit. PLOS ONE. | link |
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| elmendorf_2024_housing_platforms conjoint · source = "conj" |
US urban and suburban adults (online panel, 2024; n = 5,127) made 5 choices between two 3-policy platforms holding opposite positions on the same three randomly drawn issues (17 housing, 22 non-housing), plus a retest of the first choice; one attribute column per issue, '(not shown)' when absent. (CC0 1.0) Elmendorf, C. S., Nall, C., & Oklobdzija, S. (2024). What state housing policies do voters want? Evidence from a platform-choice experiment. Journal of Political Institutions and Political Economy, 5(1), 117-152. | link |
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| elnaem_2021_virtual_osce | Malaysian pharmacy students' perceptions of the virtual OSCE during COVID-19: 17 statements, Strongly disagree = 1 ... Strongly Agree = 5 (resp_raw = the text answer). 231 year-3 and year-4 students. Covariates: year of study, gender, courses, interest in clinical pharmacy courses and career. (CC0 1.0) Elnaem, M. H., Akkawi, M. E., Nazar, N. I. M., Ab Rahman, N. S., & Mohamed, M. H. N. (2021). Malaysian pharmacy students' perspectives on the virtual objective structured clinical examination during the coronavirus disease 2019 pandemic. Journal of Educational Evaluation for Health Professions, 18, 6. https://doi.org/10.3352/jeehp.2021.18.6 | link |
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| elochoice_physical competitions · source = "comp" |
Rater preference for physical appearance (GPL-3.0) NA | link |
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| elshafie_2020_edsc | Egyptian Developmental Screening Chart checklist (Arabic adaptation of the Baroda Developmental Screening Test): 54 motor and mental milestones from birth to 30 months, 0 = No, 1 = Yes, by caregiver interview. Egyptian children aged 1-900 days recruited at vaccination centres and well-baby clinics (Arabic administration). N=1503. (CC BY 4.0) El Shafie AM, Omar ZAL, Bashir MM, Mahmoud SF, Basma EM, Hussein AE, Mostafa AM, Bahbah WA (2020). Development and validation of Egyptian developmental screening chart for children from birth up to 30 months. PeerJ, 8, e10301. https://doi.org/10.7717/peerj.10301 | link |
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| elsokkary_2026_pdws | Perceived Digital Well-Being Scale (PDWS), Arabic, 17 bipolar items (emotional E1-7, social S8-13, cognitive C14-17), 1 = left pole .. 5 = right pole, higher = better digital well-being. 450 Saudi adults aged 18-25 (Riyadh, 2025), randomly split by the author into EFA and CFA subsamples (cov_subsample). Covariates: gender, age, education, marital status, subsample. (CC BY 4.0) Elsokkary EM (2026). Psychometric properties of the Arabic Perceived Digital Well-Being Scale (PDWS) in Saudi young adults. PLOS ONE 21(7): e0354474. | link |
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| elson_2024_kidscreen52 | KIDSCREEN-52, 52 items in ten dimensions, 1-5; N = 397 school pupils aged 8-14 in Kwale and Siaya counties, Kenya (198 with tungiasis); cov_tungiasis, cov_severity, cov_county, cov_sex, cov_age; cluster_id. (CC BY 4.0) Elson, L., Otieno, B., Matharu, A. K., Rithi, N., Chongwo, E., Mutebi, F., Feldmeier, H., Krücken, J., Fillinger, U., & Abubakar, A. (2024). Replication Data for: Assessing the impact of tungiasis on children's quality of life in two rural communities in Kenya [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TKXWRF | link |
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| elson_2024_tmdlqi | Tungiasis-modified Dermatology Life Quality Index (TmDLQI), 10 items, infected pupils only, 0-3 (not at all-a lot); N = 196 school pupils aged 8-14 in Kwale and Siaya counties, Kenya (198 with tungiasis); cov_tungiasis, cov_severity, cov_county, cov_sex, cov_age; cluster_id. (CC BY 4.0) Elson, L., Otieno, B., Matharu, A. K., Rithi, N., Chongwo, E., Mutebi, F., Feldmeier, H., Krücken, J., Fillinger, U., & Abubakar, A. (2024). Replication Data for: Assessing the impact of tungiasis on children's quality of life in two rural communities in Kenya [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TKXWRF | link |
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| emidy2024_fevs | 2022 Federal Employee Viewpoint Survey (FEVS) microdata, 1-5 Likert (5 wording variants: agree-disagree, poor-good, dissatisfied-satisfied, never-always); N=557778, 93 items, U.S. federal employees (CC0 1.0) Emidy, M. B., Lewis, G. B., & Pizarro-Bore, X. (2024). U.S. Federal Employees With Disabilities: How Perceptions of Diversity, Equity, Inclusion, and Accessibility Affect Differences in Job Satisfaction, Organizational Commitment, and Job Involvement. Public Personnel Management. | link |
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| emiral_2025_aips | Artificial Intelligence in Psychotherapy Scale (AIPS), 23 items on a 1-5 agreement scale, Turkish sample. 16,767 responses from 729 respondents on 23 items. (CC BY 4.0) Emiral, E. (2025). Attitudes towards artificial intelligence (AI) in psychotherapy: Artificial Intelligence in Psychotherapy Scale (AIPS). Clinical Psychologist, 29(2). https://doi.org/10.1080/13284207.2025.2515074 | link |
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| emobank_buechel_2017 | EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme (CC BY-SA 4.0) Sven Buechel and Udo Hahn. 2017. EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers, pages 578–585, Valencia, Spain. Association for Computational Linguistics. | link |
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| emoji_scheffler_2024 | We gathered and examined subjective ratings of emojis from 138 German speakers along five essential dimensions: valence, arousal, familiarity, clarity, and visual complexity. (CC BY 4.0) Scheffler, T., & Nenchev, I. (2024). Affective, semantic, frequency, and descriptive norms for 107 face emojis. Behavior Research Methods, 56(8), 8159-8180. | link |
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| emotion_pcmrs | Emotional reactivity from the Freiburg Complaint Checklist (GPL-3.0) ZPID (2013). PsychData of the Leibniz Institute for Psychology Information ZPID. Trier: Center for Research Data in Psychology. | link |
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| encceja_2018_ef_ci | ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 115,838 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_ef_ci_nom nominal · source = "nom" |
Nominal companion of encceja_2018_ef_ci: ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 115,838 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_ef_hg | ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 114,673 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_ef_hg_nom nominal · source = "nom" |
Nominal companion of encceja_2018_ef_hg: ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 114,673 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_ef_lp | ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 121,871 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_ef_lp_nom nominal · source = "nom" |
Nominal companion of encceja_2018_ef_lp: ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 121,871 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_ef_ma | ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 30 four-option multiple-choice items, 118,490 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_ef_ma_nom nominal · source = "nom" |
Nominal companion of encceja_2018_ef_ma: ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 30 four-option multiple-choice items, 118,490 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_em_ch | ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 529,921 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_em_ch_nom nominal · source = "nom" |
Nominal companion of encceja_2018_em_ch: ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 529,921 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_em_cn | ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 539,515 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_em_cn_nom nominal · source = "nom" |
Nominal companion of encceja_2018_em_cn: ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 539,515 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_em_lc | ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 580,975 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_em_lc_nom nominal · source = "nom" |
Nominal companion of encceja_2018_em_lc: ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 580,975 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_em_mt | ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 574,651 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2018_em_mt_nom nominal · source = "nom" |
Nominal companion of encceja_2018_em_mt: ENCCEJA 2018 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 574,651 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2018 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2018.zip | link |
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| encceja_2019_ef_ci | ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 167,684 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_ef_ci_nom nominal · source = "nom" |
Nominal companion of encceja_2019_ef_ci: ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 167,684 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_ef_hg | ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 166,588 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_ef_hg_nom nominal · source = "nom" |
Nominal companion of encceja_2019_ef_hg: ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 166,588 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_ef_lp | ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 175,184 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_ef_lp_nom nominal · source = "nom" |
Nominal companion of encceja_2019_ef_lp: ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 175,184 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_ef_ma | ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 30 four-option multiple-choice items, 169,177 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_ef_ma_nom nominal · source = "nom" |
Nominal companion of encceja_2019_ef_ma: ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 30 four-option multiple-choice items, 169,177 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_em_ch | ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 795,299 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_em_ch_nom nominal · source = "nom" |
Nominal companion of encceja_2019_em_ch: ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 795,299 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_em_cn | ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 787,292 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_em_cn_nom nominal · source = "nom" |
Nominal companion of encceja_2019_em_cn: ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 787,292 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_em_lc | ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 817,967 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_em_lc_nom nominal · source = "nom" |
Nominal companion of encceja_2019_em_lc: ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 817,967 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_em_mt | ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 874,787 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2019_em_mt_nom nominal · source = "nom" |
Nominal companion of encceja_2019_em_mt: ENCCEJA 2019 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 874,787 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2019 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2019.zip | link |
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| encceja_2020_ef_ci | ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 37,216 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
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| encceja_2020_ef_ci_nom nominal · source = "nom" |
Nominal companion of encceja_2020_ef_ci: ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 37,216 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
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| encceja_2020_ef_hg | ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 38,392 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
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| encceja_2020_ef_hg_nom nominal · source = "nom" |
Nominal companion of encceja_2020_ef_hg: ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 38,392 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
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| encceja_2020_ef_lp | ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 39,483 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
|
| encceja_2020_ef_lp_nom nominal · source = "nom" |
Nominal companion of encceja_2020_ef_lp: ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 39,483 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
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| encceja_2020_ef_ma | ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 30 four-option multiple-choice items, 41,606 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
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| encceja_2020_ef_ma_nom nominal · source = "nom" |
Nominal companion of encceja_2020_ef_ma: ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 30 four-option multiple-choice items, 41,606 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
|
| encceja_2020_em_ch | ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 294,380 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
|
| encceja_2020_em_ch_nom nominal · source = "nom" |
Nominal companion of encceja_2020_em_ch: ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 294,380 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
|
| encceja_2020_em_cn | ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 278,970 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
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| encceja_2020_em_cn_nom nominal · source = "nom" |
Nominal companion of encceja_2020_em_cn: ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 278,970 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
|
| encceja_2020_em_lc | ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 306,079 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
|
| encceja_2020_em_lc_nom nominal · source = "nom" |
Nominal companion of encceja_2020_em_lc: ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 306,079 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
|
| encceja_2020_em_mt | ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 377,729 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
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| encceja_2020_em_mt_nom nominal · source = "nom" |
Nominal companion of encceja_2020_em_mt: ENCCEJA 2020 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 377,729 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2020 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2020.zip | link |
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| encceja_2022_ef_ci | ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 52,436 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_ef_ci_nom nominal · source = "nom" |
Nominal companion of encceja_2022_ef_ci: ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 52,436 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_ef_hg | ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 53,949 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_ef_hg_nom nominal · source = "nom" |
Nominal companion of encceja_2022_ef_hg: ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 53,949 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_ef_lp | ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 29 four-option multiple-choice items, 55,899 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_ef_lp_nom nominal · source = "nom" |
Nominal companion of encceja_2022_ef_lp: ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 29 four-option multiple-choice items, 55,899 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_ef_ma | ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 29 four-option multiple-choice items, 54,837 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_ef_ma_nom nominal · source = "nom" |
Nominal companion of encceja_2022_ef_ma: ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 29 four-option multiple-choice items, 54,837 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_em_ch | ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 380,869 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_em_ch_nom nominal · source = "nom" |
Nominal companion of encceja_2022_em_ch: ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 380,869 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_em_cn | ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 361,759 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_em_cn_nom nominal · source = "nom" |
Nominal companion of encceja_2022_em_cn: ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 361,759 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_em_lc | ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 391,408 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_em_lc_nom nominal · source = "nom" |
Nominal companion of encceja_2022_em_lc: ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 391,408 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_em_mt | ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 419,625 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2022_em_mt_nom nominal · source = "nom" |
Nominal companion of encceja_2022_em_mt: ENCCEJA 2022 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 419,625 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2022 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2022.zip | link |
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| encceja_2023_ef_ci | ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 33,450 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
|
| encceja_2023_ef_ci_nom nominal · source = "nom" |
Nominal companion of encceja_2023_ef_ci: ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 33,450 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_ef_hg | ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 34,326 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_ef_hg_nom nominal · source = "nom" |
Nominal companion of encceja_2023_ef_hg: ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 34,326 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_ef_lp | ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 37,583 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_ef_lp_nom nominal · source = "nom" |
Nominal companion of encceja_2023_ef_lp: ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 37,583 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_ef_ma | ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 30 four-option multiple-choice items, 35,869 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_ef_ma_nom nominal · source = "nom" |
Nominal companion of encceja_2023_ef_ma: ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 30 four-option multiple-choice items, 35,869 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
|
| encceja_2023_em_ch | ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 237,696 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_em_ch_nom nominal · source = "nom" |
Nominal companion of encceja_2023_em_ch: ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 237,696 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_em_cn | ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 236,773 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_em_cn_nom nominal · source = "nom" |
Nominal companion of encceja_2023_em_cn: ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 236,773 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_em_lc | ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 262,973 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_em_lc_nom nominal · source = "nom" |
Nominal companion of encceja_2023_em_lc: ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 262,973 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_em_mt | ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 299,267 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2023_em_mt_nom nominal · source = "nom" |
Nominal companion of encceja_2023_em_mt: ENCCEJA 2023 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 299,267 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2023 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2023.zip | link |
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| encceja_2024_ef_ci | ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 20,396 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_ef_ci_nom nominal · source = "nom" |
Nominal companion of encceja_2024_ef_ci: ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 20,396 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_ef_hg | ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 21,200 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_ef_hg_nom nominal · source = "nom" |
Nominal companion of encceja_2024_ef_hg: ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 30 four-option multiple-choice items, 21,200 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_ef_lp | ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 23,462 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_ef_lp_nom nominal · source = "nom" |
Nominal companion of encceja_2024_ef_lp: ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 23,462 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_ef_ma | ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 30 four-option multiple-choice items, 21,993 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_ef_ma_nom nominal · source = "nom" |
Nominal companion of encceja_2024_ef_ma: ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 30 four-option multiple-choice items, 21,993 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_em_ch | ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 166,794 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_em_ch_nom nominal · source = "nom" |
Nominal companion of encceja_2024_em_ch: ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 166,794 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_em_cn | ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 162,446 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_em_cn_nom nominal · source = "nom" |
Nominal companion of encceja_2024_em_cn: ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 162,446 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_em_lc | ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 181,453 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
|
| encceja_2024_em_lc_nom nominal · source = "nom" |
Nominal companion of encceja_2024_em_lc: ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 30 four-option multiple-choice items, 181,453 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_em_mt | ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 220,567 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2024_em_mt_nom nominal · source = "nom" |
Nominal companion of encceja_2024_em_mt: ENCCEJA 2024 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 30 four-option multiple-choice items, 220,567 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2024 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2024.zip | link |
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| encceja_2025_ef_ci | ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 17,997 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_ef_ci_nom nominal · source = "nom" |
Nominal companion of encceja_2025_ef_ci: ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, natural sciences (Ciências Naturais): 30 four-option multiple-choice items, 17,997 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_ef_hg | ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 29 four-option multiple-choice items, 18,237 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_ef_hg_nom nominal · source = "nom" |
Nominal companion of encceja_2025_ef_hg: ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, history and geography (História e Geografia): 29 four-option multiple-choice items, 18,237 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_ef_lp | ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 19,581 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_ef_lp_nom nominal · source = "nom" |
Nominal companion of encceja_2025_ef_lp: ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, Portuguese language, foreign language, arts and physical education (Língua Portuguesa, Língua Estrangeira Moderna, Artes e Educação Física): 30 four-option multiple-choice items, 19,581 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_ef_ma | ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 28 four-option multiple-choice items, 19,104 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_ef_ma_nom nominal · source = "nom" |
Nominal companion of encceja_2025_ef_ma: ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), lower-secondary (ensino fundamental) level, mathematics (Matemática): 28 four-option multiple-choice items, 19,104 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_em_ch | ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 151,857 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_em_ch_nom nominal · source = "nom" |
Nominal companion of encceja_2025_em_ch: ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, human sciences (Ciências Humanas e suas Tecnologias): 30 four-option multiple-choice items, 151,857 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_em_cn | ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 149,336 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_em_cn_nom nominal · source = "nom" |
Nominal companion of encceja_2025_em_cn: ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, natural sciences (Ciências da Natureza e suas Tecnologias): 30 four-option multiple-choice items, 149,336 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_em_lc | ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 29 four-option multiple-choice items, 161,847 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_em_lc_nom nominal · source = "nom" |
Nominal companion of encceja_2025_em_lc: ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, languages and codes (Linguagens, Códigos e suas Tecnologias): 29 four-option multiple-choice items, 161,847 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_em_mt | ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 29 four-option multiple-choice items, 186,322 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; resp_raw = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| encceja_2025_em_mt_nom nominal · source = "nom" |
Nominal companion of encceja_2025_em_mt: ENCCEJA 2025 (Brazil's national exam certifying school completion for youth and adults), upper-secondary (ensino médio) level, mathematics (Matemática e suas Tecnologias): 29 four-option multiple-choice items, 186,322 candidates present (Nacional Regular application; prison-system file not included). resp = 1 if the letter marked matches INEP's key; text = letter marked (A-D, "." blank, "*" double mark, both scored 0); position and booklet are INEP's CO_POSICAO and CO_PROVA (standard and reader-adapted booklets). item = INEP CO_ITEM, which recurs across ENCCEJA years. id = INEP's masked NU_INSCRICAO, unique within a year only. (CC BY-ND 3.0) Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira (Inep). Microdados do Encceja 2025 [Data set]. Brasília: Inep. https://download.inep.gov.br/microdados/microdados_encceja_2025.zip | link |
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| enders_2022_compassion | Compassion scale (5 items, 1-7) from a 2,053-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_conflict | Interpersonal/political conflict experience checklist (12 dichotomous items) from a 2,054-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_conspiracy_thinking | Conspiracy thinking scale (4 items, 1-5) from a 2,054-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_covid_conspiracy | COVID-19 conspiracy beliefs (7 items, 1-5) from a 2,054-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_covid_vax_misinfo | COVID-19 vaccine misinformation beliefs (5 items, 1-5) from a 2,054-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_eq8_empathy | EQ-8 empathy scale (8 items, 0-3) from a 2,053-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_institutional_trust | Trust in ten institutions and professions (10 items, 1-7) from a 2,053-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_machiavellianism | Machiavellianism subscale (4 items, 1-5) from a 2,053-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_misinformation | General misinformation belief items (8 items, 1-5) from a 2,054-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_narcissism | Narcissism subscale (4 items, 1-5) from a 2,052-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_populism | Populism scale (4 items, 1-5) from a 2,053-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_pss4 | Perceived Stress Scale, 4-item form (0-4) from a 2,054-respondent US national survey; reverse-worded items are left as administered. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_psychopathy | Psychopathy subscale (4 items, 1-5) from a 2,054-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_science_literacy | Science literacy knowledge test (11 dichotomous items) from a 2,054-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_vaccine_hesitancy | Vaccine hesitancy beliefs (10 items, 1-5) from a 2,055-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| enders_2022_victimhood | Perceived victimhood scale (4 items, 1-5) from a 2,054-respondent US national survey. (CC0 1.0) Enders AM, Uscinski JE, Klofstad C, Stoler J (2022). On the relationship between conspiracy theory beliefs, misinformation, and vaccine hesitancy. PLOS ONE 17(10): e0276082. | link |
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| endo_2025_candidate_ambition conjoint · source = "conj" |
Japanese adults (Lucid, n = 3,151) read one newspaper-style vignette about a hypothetical municipal council candidate whose gender (Yasuko vs Yasuhiko Takahashi) and motivation for running (ambition revealed vs encouraged by others) were randomized (2 x 2), and rated favorability, expected popularity and six personal traits. (CC0 1.0) Endo, Y., & Ono, Y. (2025). Emphasizing or downplaying political ambitions: Exploring the role of candidate gender in shaping voter perceptions. Electoral Studies, 98, 103004. | link |
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| endo_2026_presiding_elites conjoint · source = "conj" |
Japanese municipal council members (7386 with an outcome) rated one hypothetical municipal council member (gender x collaborative or initiative-oriented leadership style) on four 4-point items: support and expected success as council chair and vice-chair. (CC0 1.0) Endo, Y., Miwa, H., Nuku, H., & Ono, Y. (2026). Gender and presiding roles in legislatures: Discrepancies in mass and elite perceptions from parallel survey experiments [Data set]. Harvard Dataverse. | link |
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| endo_2026_presiding_voters conjoint · source = "conj" |
Japanese voters (4743 with an outcome) rated one hypothetical municipal council member (gender x collaborative or initiative-oriented leadership style) on four 4-point items: support and expected success as council chair and vice-chair. (CC0 1.0) Endo, Y., Miwa, H., Nuku, H., & Ono, Y. (2026). Gender and presiding roles in legislatures: Discrepancies in mass and elite perceptions from parallel survey experiments [Data set]. Harvard Dataverse. | link |
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| enem_2013_1mil_ch | Humanities portion of the 2013 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
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| enem_2013_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2013_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2013 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
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| enem_2013_1mil_cn | Natural sciences portion of the 2013 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2013_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2013_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2013 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
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| enem_2013_1mil_lc | Language and codes portion of the 2013 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
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| enem_2013_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2013_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2013 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
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| enem_2013_1mil_mt | Mathematics portion of the 2013 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
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| enem_2013_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2013_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2013 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2014_1mil_ch | Humanities portion of the 2014 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2014_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2014_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2014 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2014_1mil_cn | Natural sciences portion of the 2014 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2014_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2014_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2014 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2014_1mil_lc | Language and codes portion of the 2014 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2014_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2014_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2014 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2014_1mil_mt | Mathematics portion of the 2014 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2014_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2014_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2014 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2015_1mil_ch | Humanities portion of the 2015 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2015_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2015_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2015 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2015_1mil_cn | Natural sciences portion of the 2015 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2015_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2015_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2015 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2015_1mil_lc | Language and codes portion of the 2015 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2015_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2015_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2015 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2015_1mil_mt | Mathematics portion of the 2015 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2015_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2015_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2015 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2016_1mil_ch | Humanities portion of the 2016 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2016_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2016_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2016 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2016_1mil_cn | Natural sciences portion of the 2016 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2016_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2016_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2016 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2016_1mil_lc | Language and codes portion of the 2016 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2016_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2016_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2016 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2016_1mil_mt | Mathematics portion of the 2016 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2016_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2016_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2016 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2017_1mil_ch | Humanities portion of the 2017 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2017_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2017_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2017 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2017_1mil_cn | Natural sciences portion of the 2017 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2017_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2017_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2017 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2017_1mil_lc | Language and codes portion of the 2017 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2017_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2017_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2017 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2017_1mil_mt | Mathematics portion of the 2017 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2017_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2017_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2017 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2018_1mil_ch | Humanities portion of the 2018 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2018_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2018_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2018 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2018_1mil_cn | Natural sciences portion of the 2018 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2018_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2018_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2018 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2018_1mil_lc | Language and codes portion of the 2018 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2018_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2018_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2018 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2018_1mil_mt | Mathematics portion of the 2018 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2018_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2018_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2018 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2019_1mil_ch | Humanities portion of the 2019 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2019_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2019_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2019 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2019_1mil_cn | Natural sciences portion of the 2019 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2019_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2019_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2019 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2019_1mil_lc | Language and codes portion of the 2019 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2019_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2019_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2019 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2019_1mil_mt | Mathematics portion of the 2019 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2019_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2019_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2019 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2020_1mil_ch | Humanities portion of the 2020 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2020_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2020_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2020 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2020_1mil_cn | Natural sciences portion of the 2020 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2020_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2020_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2020 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2020_1mil_lc | Language and codes portion of the 2020 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2020_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2020_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2020 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2020_1mil_mt | Mathematics portion of the 2020 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2020_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2020_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2020 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2021_1mil_ch | Humanities portion of the 2021 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2021_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2021_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2021 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2021_1mil_cn | Natural sciences portion of the 2021 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2021_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2021_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2021 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2021_1mil_lc | Language and codes portion of the 2021 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2021_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2021_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2021 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2021_1mil_mt | Mathematics portion of the 2021 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2021_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2021_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2021 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2022_1mil_ch | Humanities portion of the 2022 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2022_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2022_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2022 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2022_1mil_cn | Natural sciences portion of the 2022 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2022_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2022_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2022 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2022_1mil_lc | Language and codes portion of the 2022 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2022_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2022_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2022 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2022_1mil_mt | Mathematics portion of the 2022 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2022_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2022_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2022 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2023_1mil_ch | Humanities portion of the 2023 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2023_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2023_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2023 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2023_1mil_cn | Natural sciences portion of the 2023 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2023_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2023_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2023 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2023_1mil_lc | Language and codes portion of the 2023 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2023_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2023_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2023 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2023_1mil_mt | Mathematics portion of the 2023 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2023_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2023_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2023 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2024_1mil_ch | Humanities portion of the 2024 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2024_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2024_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2024 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2024_1mil_cn | Natural sciences portion of the 2024 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2024_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2024_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2024 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2024_1mil_lc | Language and codes portion of the 2024 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2024_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2024_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2024 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2024_1mil_mt | Mathematics portion of the 2024 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2024_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2024_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2024 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2025_1mil_ch | Humanities portion of the 2025 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2025_1mil_ch_nom nominal · source = "nom" |
Nominal version of enem_2025_1mil_ch: text is the response option the examinee marked on the humanities portion of the 2025 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2025_1mil_cn | Natural sciences portion of the 2025 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2025_1mil_cn_nom nominal · source = "nom" |
Nominal version of enem_2025_1mil_cn: text is the response option the examinee marked on the natural sciences portion of the 2025 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2025_1mil_lc | Language and codes portion of the 2025 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). LC keeps BOTH languages: each student answered only English OR Spanish foreign-language items, resolved via TP_LINGUA (sparse by design, density ~0.9 -- issue #723). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2025_1mil_lc_nom nominal · source = "nom" |
Nominal version of enem_2025_1mil_lc: text is the response option the examinee marked on the language and codes portion of the 2025 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2025_1mil_mt | Mathematics portion of the 2025 Brazilian ENEM, one-million-person subsample, restricted to main-application items only (issue #955). Binary scored (0/1). Density ~1.0 (single unlinked instrument). (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enem_2025_1mil_mt_nom nominal · source = "nom" |
Nominal version of enem_2025_1mil_mt: text is the response option the examinee marked on the mathematics portion of the 2025 Brazilian ENEM. resp is retained as the scored 0/1. (CC BY-ND 3.0) Martins, D. M. (2021). Estado da arte das pesquisas sobre ENEM no Brasil: State of the art of research on ENEM in Brazil. Latin American Journal of Development, 3(5), 2898-2907. | link |
|
| enkavi_2019_ant_flanker | Attention Network Task flanker component (congruent/incongruent/neutral), trial-level accuracy + RT, N=523, baseline + retest waves (CC BY 4.0) Enkavi, A. Z., Eisenberg, I. W., Bissett, P. G., Mazza, G. L., MacKinnon, D. P., Marsch, L. A., & Poldrack, R. A. (2019). Large-scale analysis of test-retest reliabilities of self-regulation measures. Proceedings of the National Academy of Sciences, 116(12), 5472-5477. https://doi.org/10.1073/pnas.1818430116 | link |
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| enkavi_2019_dpx_axcpt | AX-CPT-style dot pattern expectancy task (AX/AY/BX/BY trial types), trial-level accuracy + RT, N=522, baseline + retest waves (CC BY 4.0) Enkavi, A. Z., Eisenberg, I. W., Bissett, P. G., Mazza, G. L., MacKinnon, D. P., Marsch, L. A., & Poldrack, R. A. (2019). Large-scale analysis of test-retest reliabilities of self-regulation measures. Proceedings of the National Academy of Sciences, 116(12), 5472-5477. https://doi.org/10.1073/pnas.1818430116 | link |
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| enkavi_2019_gonogo | Go/no-go task, trial-level accuracy + RT, N=523, baseline + retest waves (CC BY 4.0) Enkavi, A. Z., Eisenberg, I. W., Bissett, P. G., Mazza, G. L., MacKinnon, D. P., Marsch, L. A., & Poldrack, R. A. (2019). Large-scale analysis of test-retest reliabilities of self-regulation measures. Proceedings of the National Academy of Sciences, 116(12), 5472-5477. https://doi.org/10.1073/pnas.1818430116 | link |
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| enkavi_2019_navon | Navon global/local letter task (congruent/incongruent/neutral), trial-level accuracy + RT, N=523, baseline + retest waves (CC BY 4.0) Enkavi, A. Z., Eisenberg, I. W., Bissett, P. G., Mazza, G. L., MacKinnon, D. P., Marsch, L. A., & Poldrack, R. A. (2019). Large-scale analysis of test-retest reliabilities of self-regulation measures. Proceedings of the National Academy of Sciences, 116(12), 5472-5477. https://doi.org/10.1073/pnas.1818430116 | link |
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| enkavi_2019_simon | Simon task (congruent/incongruent), trial-level accuracy + RT, N=523, baseline + retest waves (CC BY 4.0) Enkavi, A. Z., Eisenberg, I. W., Bissett, P. G., Mazza, G. L., MacKinnon, D. P., Marsch, L. A., & Poldrack, R. A. (2019). Large-scale analysis of test-retest reliabilities of self-regulation measures. Proceedings of the National Academy of Sciences, 116(12), 5472-5477. https://doi.org/10.1073/pnas.1818430116 | link |
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| enkavi_2019_stopsignal | Stop-signal task (high/low delay condition, go/stop trials), trial-level accuracy + RT, N=523, baseline + retest waves (CC BY 4.0) Enkavi, A. Z., Eisenberg, I. W., Bissett, P. G., Mazza, G. L., MacKinnon, D. P., Marsch, L. A., & Poldrack, R. A. (2019). Large-scale analysis of test-retest reliabilities of self-regulation measures. Proceedings of the National Academy of Sciences, 116(12), 5472-5477. https://doi.org/10.1073/pnas.1818430116 | link |
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| enkavi_2019_stroop | Color-word Stroop task (congruent/incongruent), trial-level accuracy + RT, N=523, baseline + retest waves (CC BY 4.0) Enkavi, A. Z., Eisenberg, I. W., Bissett, P. G., Mazza, G. L., MacKinnon, D. P., Marsch, L. A., & Poldrack, R. A. (2019). Large-scale analysis of test-retest reliabilities of self-regulation measures. Proceedings of the National Academy of Sciences, 116(12), 5472-5477. https://doi.org/10.1073/pnas.1818430116 | link |
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| enkavi_2019_taskswitch | Cued task-switching (three-by-two: parity/magnitude/color tasks), trial-level accuracy + RT, N=523, baseline + retest waves (CC BY 4.0) Enkavi, A. Z., Eisenberg, I. W., Bissett, P. G., Mazza, G. L., MacKinnon, D. P., Marsch, L. A., & Poldrack, R. A. (2019). Large-scale analysis of test-retest reliabilities of self-regulation measures. Proceedings of the National Academy of Sciences, 116(12), 5472-5477. https://doi.org/10.1073/pnas.1818430116 | link |
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| enke_2023_anchoring | Four anchoring problems scored right/wrong, answered by 615 Kenyan university students. Covariates: cov_age, cov_male, cov_education, cov_school_year, cov_gpa, cov_stem, cov_income, cov_consumption, cov_raven, cov_iq, cov_high_incentives. (CC0 1.0) Enke, B., Gneezy, U., Hall, B., Martin, D., Nelidov, V., Offerman, T., & Van de Ven, J. (2021). Replication data for: Cognitive Biases: Mistakes or Missing Stakes? [Dataset]. Harvard Dataverse. | link |
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| enke_2023_brn | Four Bayesian-reasoning problems scored right/wrong, answered by 618 Kenyan university students. Covariates: cov_age, cov_male, cov_education, cov_school_year, cov_gpa, cov_stem, cov_income, cov_consumption, cov_raven, cov_iq, cov_high_incentives. (CC0 1.0) Enke, B., Gneezy, U., Hall, B., Martin, D., Nelidov, V., Offerman, T., & Van de Ven, J. (2021). Replication data for: Cognitive Biases: Mistakes or Missing Stakes? [Dataset]. Harvard Dataverse. | link |
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| enke_2023_crt | Six Cognitive Reflection Test problems scored right/wrong, answered by 620 Kenyan university students. Covariates: cov_age, cov_male, cov_education, cov_school_year, cov_gpa, cov_stem, cov_income, cov_consumption, cov_raven, cov_iq, cov_high_incentives. (CC0 1.0) Enke, B., Gneezy, U., Hall, B., Martin, D., Nelidov, V., Offerman, T., & Van de Ven, J. (2021). Replication data for: Cognitive Biases: Mistakes or Missing Stakes? [Dataset]. Harvard Dataverse. | link |
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| enke_2023_wason | Four Wason selection problems scored right/wrong, answered by 619 Kenyan university students. Covariates: cov_age, cov_male, cov_education, cov_school_year, cov_gpa, cov_stem, cov_income, cov_consumption, cov_raven, cov_iq, cov_high_incentives. (CC0 1.0) Enke, B., Gneezy, U., Hall, B., Martin, D., Nelidov, V., Offerman, T., & Van de Ven, J. (2021). Replication data for: Cognitive Biases: Mistakes or Missing Stakes? [Dataset]. Harvard Dataverse. | link |
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| envirisk_lalot_2025 | Environmental risk perception (CC BY 4.0) Lalot, F., Räikkönen, J., & Ahvenharju, S. (2025). An item response theory approach to measurement in environmental psychology: A practical example with environmental risk perception. Journal of Environmental Psychology, 101, 102520. | link |
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| environment_ltm | Attitude towards the environment (GPL-3.0) Brook, L., Taylor, B. and Prior, G. (1991) British Social Attitudes, 1990, Survey. London: SCPR. | link |
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| erdemir_2026_digital_burnout | Ten digital-burnout items administered to 624 Turkish teachers, 1-5. The deposit's two files (CFA.sav, EFA.xlsx) are the same 624 respondents under different column names and ship as one table. Item text not shipped: both SPSS label levels are empty. (CC BY 4.0) Erdemir, N. (2026). Digital burnout in teachers [Dataset]. Zenodo. | link |
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| erf_breuer_2017_dosp | Domain-Specific Risk-Taking Scale in its German version(DOSP) (CC BY 4.0) Breuer, S., Scherndl, T., & Ortner, T. M. (2024, September 27). Effects of response format on psychometric properties and fairness of a matrices test: multiple choice versus free response. Retrieved from osf.io/5ru9q | link |
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| erf_breuer_2017_frmfr | The computerized Free Response Matrices test(FRM) (CC BY 4.0) Breuer, S., Scherndl, T., & Ortner, T. M. (2024, September 27). Effects of response format on psychometric properties and fairness of a matrices test: multiple choice versus free response. Retrieved from osf.io/5ru9q | link |
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| erf_breuer_2017_frmmc | MC version of the computerized Free Response Matrices test(FRM_MC) (CC BY 4.0) Breuer, S., Scherndl, T., & Ortner, T. M. (2024, September 27). Effects of response format on psychometric properties and fairness of a matrices test: multiple choice versus free response. Retrieved from osf.io/5ru9q | link |
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| erf_breuer_2017_tai | A short form of the Test Anxiety Inventory–German version(TAI) (CC BY 4.0) Breuer, S., Scherndl, T., & Ortner, T. M. (2024, September 27). Effects of response format on psychometric properties and fairness of a matrices test: multiple choice versus free response. Retrieved from osf.io/5ru9q | link |
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| erguvan_2022_questionnaire | Rasch gender analysis. IRW table erguvan_2022_questionnaire: 478 respondents x 25 items, 11950 responses. (CC BY 4.0) Erguvan, I. (2022). Rasch gender analysis. Mendeley Data, V1. | link |
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| eriksson_2022_autonomy | Autonomy, 6 items on a 1-5 scale, answered by 154 adolescents in a study of autonomy and health-related quality of life. Covariates are sex and socioeconomic status. (CC BY 4.0) Eriksson, M., Boman, E., & Svedberg, P. (2022). Autonomy and health-related quality of life in adolescents. BMC Pediatrics, 22(1), 557. | link |
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| erlich_2023_ukraine_candidates conjoint · source = "conj" |
2,155 urban Ukrainian adults (Info Sapiens online panel, July 2020) rated 4 pairs of hypothetical local-election candidates described by name (gender and Ukrainian/Russian/neutral-sounding), priority issue, age, family status, children and political experience; yes/no vote intention and yes/no could-win for each candidate. (CC0 1.0) Erlich, A., & Beauvais, E. (2023). Explaining women's political underrepresentation in democracies with high levels of corruption. Political Science Research and Methods, 11(4), 804-822. | link |
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| erlich_2025_bribery_clinic conjoint · source = "conj" |
3,037 Facebook-recruited Ukrainian adults (2020, survey in Ukrainian or Russian) compared 4 pairs of healthcare (Petro hurt his leg; doctor Ruslana announces a long wait at a state clinic) scenarios varying 11 attributes (wait time, need, substitutes, bribe size, detection risk, enforceability, past/future interaction, other bribers, first mover, multiple officials) plus randomized citizen/official names; forced choice of the scenario where the citizen is more likely to bribe, and 1-7 ratings of the citizen's and the respondent's own likelihood of bribing. (CC0 1.0) Erlich, A., Gans-Morse, J., & Nichter, S. (2025). Selective bribery: When do citizens engage in corruption? Comparative Political Studies, 58(5), 996-1036. | link |
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| erlich_2025_bribery_license conjoint · source = "conj" |
3,031 Facebook-recruited Ukrainian adults (2020, survey in Ukrainian or Russian) compared 4 pairs of driver's licence (Nina wants a licence; instructor Ivan announces a long wait) scenarios varying 11 attributes (wait time, need, substitutes, bribe size, detection risk, enforceability, past/future interaction, other bribers, first mover, multiple officials) plus randomized citizen/official names; forced choice of the scenario where the citizen is more likely to bribe, and 1-7 ratings of the citizen's and the respondent's own likelihood of bribing. (CC0 1.0) Erlich, A., Gans-Morse, J., & Nichter, S. (2025). Selective bribery: When do citizens engage in corruption? Comparative Political Studies, 58(5), 996-1036. | link |
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| erlich_2025_corruption_harms conjoint · source = "conj" |
Armenian adults (face-to-face tablet survey, 2023, n = 1,497) compared 5 pairs of fictional corruption scenarios varying type of corruption, sector, official's rank and gender, amount, use of funds and sharing, choosing which harms their family, the economy, political trust most, which is more morally wrong and which is more frequent. (CC0 1.0) Erlich, A., Gans-Morse, J., Nichter, S., & Holverscheid, A. (2025). What corruption is most harmful? Unbundling citizen perceptions. World Development, 194, 107001. | link |
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| esaiasson_2023_good_loser_no conjoint · source = "conj" |
Norwegian Citizen Panel respondents (fall 2018) read one vignette about a municipal council decision whose issue (begging ban or diesel-car toll), outcome, winning margin, winner's gloating and losing side's message (party leader or newspaper; none, specific or generic good-loser message) were randomized, and rated its fairness, reasonableness and their willingness to accept it (1-5); 2,793 respondents (Study 3). (CC0 1.0) Esaiasson, P., Arnesen, S., & Werner, H. (2023). How to be gracious about political loss: The importance of good loser messages in policy controversies. Comparative Political Studies, 56(5), 599-624. | link |
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| escribafolch_2021_democracy_promotion conjoint · source = "conj" |
Democracy-promotion conjoint: 1,591 US adults on Prolific (2017 records) each saw up to 6 pairs of hypothetical autocratic countries varying oil, US alliance, trade ties, regime age, power concentration, leader type, elections, religion and military strength, and said yes/no to US military intervention, economic sanctions and democracy aid for each country. (CC0 1.0) Escribà-Folch, A., Muradova, L. H., & Rodon, T. (2021). The effects of autocratic characteristics on public opinion toward democracy promotion policies: A conjoint analysis. Foreign Policy Analysis, 17(1), 140-161. | link |
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| eshima_2022_age_candidates conjoint · source = "conj" |
Japanese respondents (n=2,018) chose between 10 pairs of hypothetical House of Councillors candidates described by age, gender, incumbency, education, local ties, prior occupation and political background; forced choice. Attribute text is the authors' English labels (respondents saw Japanese). (CC0 1.0) Eshima, S., & Smith, D. M. (2022). Just a number? Voter evaluations of age in candidate-choice experiments. The Journal of Politics, 84(3), 1856-1861. | link |
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| esiason_2024_aaqii | 7-item Acceptance and Action Questionnaire (AAQ-II)- NMOSD patients and caregivers combined (CC BY 4.0) Esiason DC, Ciesinski N, Nurse CN, Erler W, Hattrich T, Deshpande A, O'Hayer CV (2024). The psychological burden of NMOSD – a mixed method study of patients and caregivers. PLOS ONE, 19(3), e0300777. https://doi.org/10.1371/journal.pone.0300777 | link |
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| esiason_2024_ace | 10-item Adverse Childhood Experiences (ACE) screen- NMOSD patients and caregivers combined (CC BY 4.0) Esiason DC, Ciesinski N, Nurse CN, Erler W, Hattrich T, Deshpande A, O'Hayer CV (2024). The psychological burden of NMOSD – a mixed method study of patients and caregivers. PLOS ONE, 19(3), e0300777. https://doi.org/10.1371/journal.pone.0300777 | link |
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| esiason_2024_bai | 21-item Beck Anxiety Inventory (BAI)- NMOSD patients and caregivers combined (CC BY 4.0) Esiason DC, Ciesinski N, Nurse CN, Erler W, Hattrich T, Deshpande A, O'Hayer CV (2024). The psychological burden of NMOSD – a mixed method study of patients and caregivers. PLOS ONE, 19(3), e0300777. https://doi.org/10.1371/journal.pone.0300777 | link |
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| esiason_2024_bdi | 21-item Beck Depression Inventory (BDI)- NMOSD patients and caregivers combined (CC BY 4.0) Esiason DC, Ciesinski N, Nurse CN, Erler W, Hattrich T, Deshpande A, O'Hayer CV (2024). The psychological burden of NMOSD – a mixed method study of patients and caregivers. PLOS ONE, 19(3), e0300777. https://doi.org/10.1371/journal.pone.0300777 | link |
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| esiason_2024_cfq | 13-item Cognitive Fusion Questionnaire item pool- NMOSD patients and caregivers combined (CC BY 4.0) Esiason DC, Ciesinski N, Nurse CN, Erler W, Hattrich T, Deshpande A, O'Hayer CV (2024). The psychological burden of NMOSD – a mixed method study of patients and caregivers. PLOS ONE, 19(3), e0300777. https://doi.org/10.1371/journal.pone.0300777 | link |
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| esiason_2024_vlq_consistency | Valued Living Questionnaire, 10 life-domain consistency ratings- NMOSD patients and caregivers combined (CC BY 4.0) Esiason DC, Ciesinski N, Nurse CN, Erler W, Hattrich T, Deshpande A, O'Hayer CV (2024). The psychological burden of NMOSD – a mixed method study of patients and caregivers. PLOS ONE, 19(3), e0300777. https://doi.org/10.1371/journal.pone.0300777 | link |
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| esiason_2024_vlq_importance | Valued Living Questionnaire, 10 life-domain importance ratings- NMOSD patients and caregivers combined (CC BY 4.0) Esiason DC, Ciesinski N, Nurse CN, Erler W, Hattrich T, Deshpande A, O'Hayer CV (2024). The psychological burden of NMOSD – a mixed method study of patients and caregivers. PLOS ONE, 19(3), e0300777. https://doi.org/10.1371/journal.pone.0300777 | link |
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| esmaeilzadeh_2018_info_attitudes | Attitudes toward seeking health information, 5 items, 1 strongly disagree .. 5 strongly agree (the .sav's value labels). Iranian high-school students aged 15-19 in Isfahan who needed health information in the past six months (about 300 of 392). Covariates: sex, age. (CC BY 4.0) Esmaeilzadeh S, Ashrafi-rizi H, Shahrzadi L, Mostafavi F (2018). A survey on adolescent health information seeking behavior related to high-risk behaviors in a selected educational district in Isfahan. PLOS ONE 13(11): e0206647. | link |
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| esmaeilzadeh_2018_info_for_whom | For whom health information was sought, 7 items, 1 very slightly .. 5 very greatly (the .sav's value labels). Iranian high-school students aged 15-19 in Isfahan who needed health information in the past six months (about 300 of 392). Covariates: sex, age. (CC BY 4.0) Esmaeilzadeh S, Ashrafi-rizi H, Shahrzadi L, Mostafavi F (2018). A survey on adolescent health information seeking behavior related to high-risk behaviors in a selected educational district in Isfahan. PLOS ONE 13(11): e0206647. | link |
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| esmaeilzadeh_2018_info_sources | Use of health information sources, 12 items, 1 very slightly .. 5 very greatly (the .sav's value labels). Iranian high-school students aged 15-19 in Isfahan who needed health information in the past six months (about 300 of 392). Covariates: sex, age. (CC BY 4.0) Esmaeilzadeh S, Ashrafi-rizi H, Shahrzadi L, Mostafavi F (2018). A survey on adolescent health information seeking behavior related to high-risk behaviors in a selected educational district in Isfahan. PLOS ONE 13(11): e0206647. | link |
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| esmaeilzadeh_2018_quality_criteria | Criteria used to judge health information quality, 16 items, 1 never .. 5 always (the .sav's value labels). Iranian high-school students aged 15-19 in Isfahan who needed health information in the past six months (about 300 of 392). Covariates: sex, age. (CC BY 4.0) Esmaeilzadeh S, Ashrafi-rizi H, Shahrzadi L, Mostafavi F (2018). A survey on adolescent health information seeking behavior related to high-risk behaviors in a selected educational district in Isfahan. PLOS ONE 13(11): e0206647. | link |
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| esmaeilzadeh_2018_topic_curiosity | Curiosity about high-risk behaviour health topics, 6 items, 1 very slightly .. 5 very greatly (the .sav's value labels). Iranian high-school students aged 15-19 in Isfahan who needed health information in the past six months (about 300 of 392). Covariates: sex, age. (CC BY 4.0) Esmaeilzadeh S, Ashrafi-rizi H, Shahrzadi L, Mostafavi F (2018). A survey on adolescent health information seeking behavior related to high-risk behaviors in a selected educational district in Isfahan. PLOS ONE 13(11): e0206647. | link |
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| espejo_2022_vax | Vaccination Attitudes Examination (VAX) scale, Spanish version, 12 items, 1-5 (strongly disagree to strongly agree), items as deposited (1-3 trust items run opposite to 4-12). 581 adults and adolescents (15-76) in Spain, online snowball sample, Nov 2021-Mar 2022. Covariates: gender, age, main activity, education, personal situation, COVID-19 vaccination. (CC0 1.0) Espejo, B., Checa, I., & Martin-Carbonell, M. (2022). Psychometric properties and measurement invariance of the Vaccination Attitudes Examination Scale (VAX) in a Spanish sample. BMC Psychology, 10, 223. https://doi.org/10.1186/s40359-022-00929-y | link |
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| espinoza_2024_dass21 | Depression Anxiety Stress Scales (DASS-21), 21 items, 0-3. 214 adult students at two Ecuadorian universities, first administration (before a tourism experience). Covariates: age, semester. (CC0 1.0) Espinoza, Freddy (2024). Mental Well-being and tourism experience DASS21 [dataset]. Harvard Dataverse. | link |
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| estcrm simulated · source = "sim" |
Data simulated using EstCRM package (CC0 1.0) Zopluoglu C (2022). _EstCRM: Calibrating Parameters for the Samejima's Continuous IRT Model_. doi:10.32614/CRAN.package.EstCRM < doi.org 10.32614 cran.package.estcrm>, R package version 1.6, < cran.r-project.org package="EstCRM">. | link |
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| estcrm_epia | Eysenck Personality Inventory Impulsivity Subscale (GPL-3.0) Ferrando, P.J.(2002). Theoretical and Empirical Comparison between Two Models for Continuous Item Responses. Multivariate Behavioral Research, 37(4), 521-542. | link |
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| estcrm_selfeff | Teaching self-efficacy scale (GPL-3.0) Kan, A.(2009). Effect of scale response format on psychometric properties in teaching self-efficacy. Euroasian Journal of Educational Research, 34, 215-228. | link |
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| esteves_2026_dddt | Dirty Dozen Dark Triad (DDDT), 12 items, 1-5, Brazilian Portuguese; N = 300 (the deposit's first sample); same covariates as esteves_2026_sdi. (CC BY 4.0) Esteves (2026). Sexual Disgust as a Moderator of Mating Strategy in the Dark Triad. Mendeley Data, V1. https://doi.org/10.17632/thmf63pbzr | link |
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| esteves_2026_sdi | Sexual Disgust Inventory (SDI), 31 items, 1-7, Brazilian Portuguese; N = 600 Brazilian adults; cov_sex, cov_sexual_orientation, cov_age, cov_marital_status, cov_education, cov_religiosity, cov_political_orientation (numeric codes as deposited). (CC BY 4.0) Esteves (2026). Sexual Disgust as a Moderator of Mating Strategy in the Dark Triad. Mendeley Data, V1. https://doi.org/10.17632/thmf63pbzr | link |
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| esteves_pairazaman_2022_meds_attitude | Attitude toward the disposal of household medicines, 6 items (questionnaire items 15-20), 1 strongly disagree .. 5 strongly agree. 385 adults in San Juan de Miraflores district, Lima, Peru, interviewed in Spanish. Covariates: sex, age band, civil status, education, occupation. (CC BY 4.0) Esteves Pairazaman AT, Parreño Tipian JM, Ramos Jaco AG, Luján Orbegón TA, Mamani Mamani NE, Trujillo Román RI, et al. (2022). Knowledge and attitude of the people in San Juan de Miraflores towards the disposal of medicines. F1000Research 11:1187. | link |
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| esteves_pairazaman_2022_meds_knowledge | Knowledge of how to dispose of household medicines, 9 multiple-choice questions (questionnaire items 6-14) scored 0 = incorrect, 1 = correct. 385 adults in San Juan de Miraflores district, Lima, Peru, interviewed in Spanish. Covariates: sex, age band, civil status, education, occupation. (CC BY 4.0) Esteves Pairazaman AT, Parreño Tipian JM, Ramos Jaco AG, Luján Orbegón TA, Mamani Mamani NE, Trujillo Román RI, et al. (2022). Knowledge and attitude of the people in San Juan de Miraflores towards the disposal of medicines. F1000Research 11:1187. | link |
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| estevespairazaman_2022_anxiety_symptoms | Nine COVID-19 anxiety-symptom items, 1-5, 384 Peruvian adults. Item text shipped from the depositors' own 'ENGLISH VERSION' .sav labels; the administration was Spanish and its wording is not in the deposit, so the English is the shipped text (translated_substitute). (CC BY 4.0) Esteves Pairazaman, A., Nanez del Pino, D., et al. (2022). Self-medication for anxiety symptoms in the context of COVID-19 [Dataset]. Zenodo. | link |
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| estevespairazaman_2022_self_medication | Thirteen self-medication items, 1-5, 384 Peruvian adults. Item text shipped from the depositors' own English labels; Spanish administration, English in the base fields (translated_substitute). (CC BY 4.0) Esteves Pairazaman, A., Nanez del Pino, D., et al. (2022). Self-medication for anxiety symptoms in the context of COVID-19 [Dataset]. Zenodo. | link |
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| estevez_2021_actitu | 4 items on a 1-5 scale, Spanish primary school students aged 9-13; the source labels the block only as ACTITU and ships no codebook, so the codes are kept verbatim rather than named. 3,452 responses from 863 respondents on 4 items. (CC BY 4.0) Estevez, I., Valle, A., Rodriguez, S., Pineiro, I., Vieites, T., Gonzalez-Suarez, R., & Rodriguez-Llorente, C. (2021). Intrinsic motivation, perceived competence, negative feelings, and math academic performance [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5156068 | link |
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| estevez_2021_feepad | 5 items on a 1-5 scale, Spanish primary school students aged 9-13; the source labels the block only as FEEPAD and ships no codebook, so the codes are kept verbatim rather than named. 4,315 responses from 863 respondents on 5 items. (CC BY 4.0) Estevez, I., Valle, A., Rodriguez, S., Pineiro, I., Vieites, T., Gonzalez-Suarez, R., & Rodriguez-Llorente, C. (2021). Intrinsic motivation, perceived competence, negative feelings, and math academic performance [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5156068 | link |
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| estevez_2021_feepr | 6 items on a 1-5 scale, Spanish primary school students aged 9-13; the source labels the block only as FEEPR and ships no codebook, so the codes are kept verbatim rather than named. 5,178 responses from 863 respondents on 6 items. (CC BY 4.0) Estevez, I., Valle, A., Rodriguez, S., Pineiro, I., Vieites, T., Gonzalez-Suarez, R., & Rodriguez-Llorente, C. (2021). Intrinsic motivation, perceived competence, negative feelings, and math academic performance [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5156068 | link |
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| estevez_2021_gest | 4 items on a 1-5 scale, Spanish primary school students aged 9-13; the source labels the block only as GEST and ships no codebook, so the codes are kept verbatim rather than named. 3,452 responses from 863 respondents on 4 items. (CC BY 4.0) Estevez, I., Valle, A., Rodriguez, S., Pineiro, I., Vieites, T., Gonzalez-Suarez, R., & Rodriguez-Llorente, C. (2021). Intrinsic motivation, perceived competence, negative feelings, and math academic performance [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5156068 | link |
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| estevez_2021_homework_engagement | Homework amount, time spent and use of time, 5 items on a 1-5 scale, Spanish primary school students aged 9-13. 4,315 responses from 863 respondents on 5 items. (CC BY 4.0) Estevez, I., Valle, A., Rodriguez, S., Pineiro, I., Vieites, T., Gonzalez-Suarez, R., & Rodriguez-Llorente, C. (2021). Intrinsic motivation, perceived competence, negative feelings, and math academic performance [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5156068 | link |
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| estevez_2021_inter | 3 items on a 1-5 scale, Spanish primary school students aged 9-13; the source labels the block only as INTER and ships no codebook, so the codes are kept verbatim rather than named. 2,589 responses from 863 respondents on 3 items. (CC BY 4.0) Estevez, I., Valle, A., Rodriguez, S., Pineiro, I., Vieites, T., Gonzalez-Suarez, R., & Rodriguez-Llorente, C. (2021). Intrinsic motivation, perceived competence, negative feelings, and math academic performance [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5156068 | link |
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| estevez_2021_math_attitudes | Mathematics attitudes inventory, 43 items on a 1-5 scale, Spanish primary school students aged 9-13; the deposit's composites identify four subscales within it (perceived competence IAM1-4, anxiety IAM9-11, intrinsic motivation IAM35-39, negative feelings IAM40/42/43). 37,109 responses from 863 respondents on 43 items. (CC BY 4.0) Estevez, I., Valle, A., Rodriguez, S., Pineiro, I., Vieites, T., Gonzalez-Suarez, R., & Rodriguez-Llorente, C. (2021). Intrinsic motivation, perceived competence, negative feelings, and math academic performance [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5156068 | link |
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| estevez_2021_motiv | 12 items on a 1-5 scale, Spanish primary school students aged 9-13; the source labels the block only as MOTIV and ships no codebook, so the codes are kept verbatim rather than named. 10,356 responses from 863 respondents on 12 items. (CC BY 4.0) Estevez, I., Valle, A., Rodriguez, S., Pineiro, I., Vieites, T., Gonzalez-Suarez, R., & Rodriguez-Llorente, C. (2021). Intrinsic motivation, perceived competence, negative feelings, and math academic performance [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5156068 | link |
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| estevezlopez_2016_panas | 20-item PANAS (Positive and Negative Affect Schedule), 1-5 Likert, N=442 adult women with fibromyalgia from Southern Spain (CC BY 4.0) Estévez-López F, Pulido-Martos M, Armitage CJ, Wearden A, Álvarez-Gallardo IC, Arrayás-Grajera MJ, Girela-Rejón MJ, Carbonell-Baeza A, Aparicio VA, Geenen R, Delgado-Fernández M, Segura-Jiménez V. (2016). Factor structure of the Positive and Negative Affect Schedule (PANAS) in adult women with fibromyalgia from Southern Spain: the al-Ándalus project. PeerJ, 4, e1822. | link |
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| estrella_2023_hakim5 | Five-item hypermobility questionnaire (Hakim & Grahame 2003), yes/no, 2,125 U.S. adults with hypermobile Ehlers-Danlos syndrome or hypermobility spectrum disorder (CC BY 4.0) Estrella, E., & Frazier, P. A. (2024). Healthcare experiences among adults with hypermobile Ehlers-Danlos syndrome and hypermobility spectrum disorder in the United States. Disability and Rehabilitation, 46(4), 731-740. | link |
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| estrella_2023_promis29 | PROMIS-29 Profile v2.0 domain items (28 items, 1-5: physical function, anxiety, depression, fatigue, sleep disturbance, social roles, pain interference), 2,125 U.S. adults with hypermobile Ehlers-Danlos syndrome or hypermobility spectrum disorder (CC BY 4.0) Estrella, E., & Frazier, P. A. (2024). Healthcare experiences among adults with hypermobile Ehlers-Danlos syndrome and hypermobility spectrum disorder in the United States. Disability and Rehabilitation, 46(4), 731-740. | link |
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| estrella_2023_promis_se | PROMIS Self-Efficacy for Managing Symptoms short form 4a (4 items, 1-5), U.S. adults with hypermobile Ehlers-Danlos syndrome or hypermobility spectrum disorder (CC BY 4.0) Estrella, E., & Frazier, P. A. (2024). Healthcare experiences among adults with hypermobile Ehlers-Danlos syndrome and hypermobility spectrum disorder in the United States. Disability and Rehabilitation, 46(4), 731-740. | link |
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| estrella_2023_psq18 | Patient Satisfaction Questionnaire short form (PSQ-18), 18 items (1 = strongly agree ... 5 = strongly disagree), U.S. adults with hypermobile Ehlers-Danlos syndrome or hypermobility spectrum disorder (CC BY 4.0) Estrella, E., & Frazier, P. A. (2024). Healthcare experiences among adults with hypermobile Ehlers-Danlos syndrome and hypermobility spectrum disorder in the United States. Disability and Rehabilitation, 46(4), 731-740. | link |
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| etensa_2026_enset_varieties conjoint · source = "conj" |
Choice experiment with 520 enset-growing households in Oromia and Central Ethiopia choosing among two improved enset varieties and a current variety (shown with its own levels) described by EBW, maturity, recurrent, yield, sequestration and price. 6 sets each, forced choice. Level text is the stored numeric level (units not documented). (CC BY 4.0) Etensa, T., Alemu, T., & Yayo, M. (2026). ChoiceTE [Data set]. Mendeley Data. | link |
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| eufootball_2010-2020 competitions · source = "comp" |
Football games from 7 EU leagues (2010-2020) (GPL-3.0) NA | link |
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| euls_2022_civic | 3 civic-attitude items, 1 Not at all to 10 Perfectly; EU Loneliness Survey (Nov-Dec 2022): EU27 non-probability online panel (N = 25,646, 27 member states) plus EU4 probability panel (FR/IT/PL/SE, N = 4,029); ids prefixed by sample, cov_sample, survey weights cov_w_country/cov_w_eu27; cov_country, cov_age, cov_gender, cov_education, cov_relationship, cov_work_status, cov_health_general, cov_municipality_type. (CC BY 4.0) European Commission, Joint Research Centre (JRC) (2024). EU Loneliness Survey [Dataset]. European Commission, Joint Research Centre (JRC). http://data.europa.eu/89h/82e60986-9987-4610-ab4a-84f0f5a9193b | link |
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| euls_2022_djg | De Jong Gierveld 6-item loneliness scale, 1 Yes / 2 More or less / 3 No; EU Loneliness Survey (Nov-Dec 2022): EU27 non-probability online panel (N = 25,646, 27 member states) plus EU4 probability panel (FR/IT/PL/SE, N = 4,029); ids prefixed by sample, cov_sample, survey weights cov_w_country/cov_w_eu27; cov_country, cov_age, cov_gender, cov_education, cov_relationship, cov_work_status, cov_health_general, cov_municipality_type. (CC BY 4.0) European Commission, Joint Research Centre (JRC) (2024). EU Loneliness Survey [Dataset]. European Commission, Joint Research Centre (JRC). http://data.europa.eu/89h/82e60986-9987-4610-ab4a-84f0f5a9193b | link |
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| euls_2022_education | 3 loneliness-in-education items asked of respondents in education, 1 Always to 5 Never; EU Loneliness Survey (Nov-Dec 2022): EU27 non-probability online panel (N = 25,646, 27 member states) plus EU4 probability panel (FR/IT/PL/SE, N = 4,029); ids prefixed by sample, cov_sample, survey weights cov_w_country/cov_w_eu27; cov_country, cov_age, cov_gender, cov_education, cov_relationship, cov_work_status, cov_health_general, cov_municipality_type. (CC BY 4.0) European Commission, Joint Research Centre (JRC) (2024). EU Loneliness Survey [Dataset]. European Commission, Joint Research Centre (JRC). http://data.europa.eu/89h/82e60986-9987-4610-ab4a-84f0f5a9193b | link |
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| euls_2022_feelings | 7 affect items (happy, angry, nervous, hopeless, restless, depressed, worthless), 1 Always to 6 Never (EU4 sample lacks happy/angry); EU Loneliness Survey (Nov-Dec 2022): EU27 non-probability online panel (N = 25,646, 27 member states) plus EU4 probability panel (FR/IT/PL/SE, N = 4,029); ids prefixed by sample, cov_sample, survey weights cov_w_country/cov_w_eu27; cov_country, cov_age, cov_gender, cov_education, cov_relationship, cov_work_status, cov_health_general, cov_municipality_type. (CC BY 4.0) European Commission, Joint Research Centre (JRC) (2024). EU Loneliness Survey [Dataset]. European Commission, Joint Research Centre (JRC). http://data.europa.eu/89h/82e60986-9987-4610-ab4a-84f0f5a9193b | link |
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| euls_2022_social_support | 4 social-support items, 1 None of the time to 5 All of the time; EU Loneliness Survey (Nov-Dec 2022): EU27 non-probability online panel (N = 25,646, 27 member states) plus EU4 probability panel (FR/IT/PL/SE, N = 4,029); ids prefixed by sample, cov_sample, survey weights cov_w_country/cov_w_eu27; cov_country, cov_age, cov_gender, cov_education, cov_relationship, cov_work_status, cov_health_general, cov_municipality_type. (CC BY 4.0) European Commission, Joint Research Centre (JRC) (2024). EU Loneliness Survey [Dataset]. European Commission, Joint Research Centre (JRC). http://data.europa.eu/89h/82e60986-9987-4610-ab4a-84f0f5a9193b | link |
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| euls_2022_ucla | UCLA 3-item loneliness scale, 1 Hardly ever or never / 2 Some of the time / 3 Often; EU Loneliness Survey (Nov-Dec 2022): EU27 non-probability online panel (N = 25,646, 27 member states) plus EU4 probability panel (FR/IT/PL/SE, N = 4,029); ids prefixed by sample, cov_sample, survey weights cov_w_country/cov_w_eu27; cov_country, cov_age, cov_gender, cov_education, cov_relationship, cov_work_status, cov_health_general, cov_municipality_type. (CC BY 4.0) European Commission, Joint Research Centre (JRC) (2024). EU Loneliness Survey [Dataset]. European Commission, Joint Research Centre (JRC). http://data.europa.eu/89h/82e60986-9987-4610-ab4a-84f0f5a9193b | link |
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| euls_2022_work | 3 workplace-loneliness items asked of respondents in paid work, 1 Always to 5 Never; EU Loneliness Survey (Nov-Dec 2022): EU27 non-probability online panel (N = 25,646, 27 member states) plus EU4 probability panel (FR/IT/PL/SE, N = 4,029); ids prefixed by sample, cov_sample, survey weights cov_w_country/cov_w_eu27; cov_country, cov_age, cov_gender, cov_education, cov_relationship, cov_work_status, cov_health_general, cov_municipality_type. (CC BY 4.0) European Commission, Joint Research Centre (JRC) (2024). EU Loneliness Survey [Dataset]. European Commission, Joint Research Centre (JRC). http://data.europa.eu/89h/82e60986-9987-4610-ab4a-84f0f5a9193b | link |
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| eurovision_2016_final rankings · source = "rank" |
Eurovision Song Contest 2016 grand final: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 26 songs, 210 jurors with a ranking (of 210 juror slots across 42 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2016_sf1 rankings · source = "rank" |
Eurovision Song Contest 2016 semi-final 1: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 18 songs, 104 jurors with a ranking (of 105 juror slots across 21 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2016_sf2 rankings · source = "rank" |
Eurovision Song Contest 2016 semi-final 2: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 18 songs, 105 jurors with a ranking (of 105 juror slots across 21 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2017_final rankings · source = "rank" |
Eurovision Song Contest 2017 grand final: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 26 songs, 210 jurors with a ranking (of 210 juror slots across 42 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2017_sf1 rankings · source = "rank" |
Eurovision Song Contest 2017 semi-final 1: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 18 songs, 105 jurors with a ranking (of 105 juror slots across 21 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2017_sf2 rankings · source = "rank" |
Eurovision Song Contest 2017 semi-final 2: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 18 songs, 105 jurors with a ranking (of 105 juror slots across 21 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2018_final rankings · source = "rank" |
Eurovision Song Contest 2018 grand final: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 26 songs, 215 jurors with a ranking (of 215 juror slots across 43 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2018_sf1 rankings · source = "rank" |
Eurovision Song Contest 2018 semi-final 1: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 19 songs, 110 jurors with a ranking (of 110 juror slots across 22 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2018_sf2 rankings · source = "rank" |
Eurovision Song Contest 2018 semi-final 2: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 18 songs, 105 jurors with a ranking (of 105 juror slots across 21 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2019_final rankings · source = "rank" |
Eurovision Song Contest 2019 grand final: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 26 songs, 200 jurors with a ranking (of 200 juror slots across 40 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2019_sf1 rankings · source = "rank" |
Eurovision Song Contest 2019 semi-final 1: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 17 songs, 100 jurors with a ranking (of 100 juror slots across 20 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2019_sf2 rankings · source = "rank" |
Eurovision Song Contest 2019 semi-final 2: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 18 songs, 105 jurors with a ranking (of 105 juror slots across 21 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2021_final rankings · source = "rank" |
Eurovision Song Contest 2021 grand final: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 26 songs, 195 jurors with a ranking (of 195 juror slots across 39 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2021_sf1 rankings · source = "rank" |
Eurovision Song Contest 2021 semi-final 1: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 16 songs, 95 jurors with a ranking (of 95 juror slots across 19 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2021_sf2 rankings · source = "rank" |
Eurovision Song Contest 2021 semi-final 2: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 17 songs, 100 jurors with a ranking (of 100 juror slots across 20 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2022_final rankings · source = "rank" |
Eurovision Song Contest 2022 grand final: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 25 songs, 170 jurors with a ranking (of 170 juror slots across 34 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2022_sf1 rankings · source = "rank" |
Eurovision Song Contest 2022 semi-final 1: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 17 songs, 95 jurors with a ranking (of 95 juror slots across 19 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurovision_2022_sf2 rankings · source = "rank" |
Eurovision Song Contest 2022 semi-final 2: each of the five anonymous jurors (A-E) in every national jury ranks all songs in the show except their own country's; 18 songs, 75 jurors with a ranking (of 75 juror slots across 15 juries). One row per juror x song; item = performing country's ISO code (songs are not people, so the label is kept), resp = rank given (1 = best); cov_jury_country = voting country, cov_juror = letter. Rankings layout (irw_rankings family, data/rankings/README.md). (CC BY 4.0) Burgoyne, J. A., Spijkervet, J., & Baker, D. J. (2023). Measuring the Eurovision Song Contest: A living dataset for real-world MIR. Proceedings of ISMIR 2023. Data: https://doi.org/10.5281/zenodo.10265412 | link |
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| eurpar2_mudfold | Political party preference data from Europeans (GPL-3.0) Schuur, H. V. (1984). Structure in political beliefs: A new model for stochastic unfolding with application to European party activists (Doctoral dissertation, Rijksuniversiteit te Groningen). | link |
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| evans_2023_vaccination_norms | Pro-vaccination social norms scale (5 items 1-5 ordinal) 3 waves treat=campaign vs comparison state N=1933 Nigerian Facebook users (CC BY 4.0) Evans WD et al. (2023) Outcomes of a social media campaign to promote COVID-19 vaccination in Nigeria. PLOS ONE. | link |
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| evans_2023_vaccine_hesitancy | Vaccine hesitancy index (5 items 1-5 Likert Strongly disagree-Strongly agree) 3 waves treat=campaign vs comparison state N=1933 Nigerian Facebook users (CC BY 4.0) Evans WD et al. (2023) Outcomes of a social media campaign to promote COVID-19 vaccination in Nigeria. PLOS ONE. | link |
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| everitt_2021_candidate_orientation conjoint · source = "conj" |
935 Canadian online-panel respondents rated their likelihood of voting for a local nomination candidate twice: first with candidate gender alone, then after a biography added sexual orientation (gay/lesbian vs straight) and marital status (single vs married with children). Rating 1-10; 888 respondents have both ratings. (CC BY 4.0) Everitt, J., & Horvath, L. (2021). Public attitudes and private prejudices: Assessing voters' willingness to vote for out lesbian and gay candidates. Frontiers in Political Science, 3, 662095. | link |
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| evers_2019_audience_costs conjoint · source = "conj" |
1,991 US online respondents each read one foreign-policy scenario (president: unnamed, Obama or Trump; action: stay out, back down, justify; 9 cells) and rated their approval of the president. (CC0 1.0) Evers, M. M., Fisher, A., & Schaaf, S. D. (2019). Is there a Trump effect? An experiment on political polarization and audience costs. Perspectives on Politics, 17(2), 433-452. | link |
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| evpromisi_stone_2021_cdiag | Study's own 12-item chronic-diagnosis checklist (3 response levels). Not a PROMIS instrument, despite the evpromisi_ prefix. (CC0 1.0) Stone, Arthur A.; Broderick, Joan E., 2021, "Ecological Validity of PROMIS Instruments", https://doi.org/10.7910/DVN/G4E2SR, Harvard Dataverse, V1 Christodoulou C, Schneider S, Junghaenel DU, Broderick JE, Stone AA. Measuring daily fatigue using a brief scale adapted from the Patient-Reported Outcomes Measurement Information System (PROMIS ®). Qual Life Res. 2014;23(4):1245-1253. doi:10.1007/s11136-013-0553-z | link |
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| evpromisi_stone_2021_ddedanx | PROMIS Emotional Distress-Anxiety (CC0 1.0) Stone, Arthur A.; Broderick, Joan E., 2021, "Ecological Validity of PROMIS Instruments", https://doi.org/10.7910/DVN/G4E2SR, Harvard Dataverse, V1 Christodoulou C, Schneider S, Junghaenel DU, Broderick JE, Stone AA. Measuring daily fatigue using a brief scale adapted from the Patient-Reported Outcomes Measurement Information System (PROMIS ®). Qual Life Res. 2014;23(4):1245-1253. doi:10.1007/s11136-013-0553-z | link |
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| evpromisi_stone_2021_ddeddep | PROMIS Emotional Distress-Depression (CC0 1.0) Stone, Arthur A.; Broderick, Joan E., 2021, "Ecological Validity of PROMIS Instruments", https://doi.org/10.7910/DVN/G4E2SR, Harvard Dataverse, V1 Christodoulou C, Schneider S, Junghaenel DU, Broderick JE, Stone AA. Measuring daily fatigue using a brief scale adapted from the Patient-Reported Outcomes Measurement Information System (PROMIS ®). Qual Life Res. 2014;23(4):1245-1253. doi:10.1007/s11136-013-0553-z | link |
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| evpromisi_stone_2021_ddpainin | PROMIS Pain Intensity (CC0 1.0) Stone, Arthur A.; Broderick, Joan E., 2021, "Ecological Validity of PROMIS Instruments", https://doi.org/10.7910/DVN/G4E2SR, Harvard Dataverse, V1 Christodoulou C, Schneider S, Junghaenel DU, Broderick JE, Stone AA. Measuring daily fatigue using a brief scale adapted from the Patient-Reported Outcomes Measurement Information System (PROMIS ®). Qual Life Res. 2014;23(4):1245-1253. doi:10.1007/s11136-013-0553-z | link |
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| evpromisi_stone_2021_global | PROMIS Global health scale (CC0 1.0) Stone, Arthur A.; Broderick, Joan E., 2021, "Ecological Validity of PROMIS Instruments", https://doi.org/10.7910/DVN/G4E2SR, Harvard Dataverse, V1 Christodoulou C, Schneider S, Junghaenel DU, Broderick JE, Stone AA. Measuring daily fatigue using a brief scale adapted from the Patient-Reported Outcomes Measurement Information System (PROMIS ®). Qual Life Res. 2014;23(4):1245-1253. doi:10.1007/s11136-013-0553-z | link |
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| experimental_iq | Data from an experimental IQ test (CC BY 4.0) Experimental IQ Test [dataset and codebook]. http://openpsychometrics.org/_rawdata/IQ1.zip | link |
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| experimental_iq_nom nominal · source = "nom" |
Nominal companion of experimental_iq (Open Psychometrics experimental matrix IQ test, 25 items, 400 respondents); text = tile chosen: 1-7 distractors, a = correct tile. (CC BY 4.0) Experimental IQ Test [dataset and codebook]. http://openpsychometrics.org/_rawdata/IQ1.zip | link |
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| extremera_2016_ei | Emotional Intelligence scale (16 items), unemployed adults, N=1123 (CC BY 4.0) Extremera N, Rey L (2016). Attenuating the Negative Impact of Unemployment: The Interactive Effects of Perceived Emotional Intelligence and Well-Being on Suicide Risk. PLOS ONE, 11(9), e0163656. https://doi.org/10.1371/journal.pone.0163656 | link |
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| extremera_2016_sbq | Suicide Behaviours Questionnaire (SBQ-R, 4 items), unemployed adults, N=961 (CC BY 4.0) Extremera N, Rey L (2016). Attenuating the Negative Impact of Unemployment: The Interactive Effects of Perceived Emotional Intelligence and Well-Being on Suicide Risk. PLOS ONE, 11(9), e0163656. https://doi.org/10.1371/journal.pone.0163656 | link |
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| extremera_2016_shs | Subjective Happiness Scale (SHS, 4 items), unemployed adults, N=1125 (CC BY 4.0) Extremera N, Rey L (2016). Attenuating the Negative Impact of Unemployment: The Interactive Effects of Perceived Emotional Intelligence and Well-Being on Suicide Risk. PLOS ONE, 11(9), e0163656. https://doi.org/10.1371/journal.pone.0163656 | link |
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| extremera_2016_swls | Satisfaction With Life Scale (SWLS, 5 items), unemployed adults, N=1125 (CC BY 4.0) Extremera N, Rey L (2016). Attenuating the Negative Impact of Unemployment: The Interactive Effects of Perceived Emotional Intelligence and Well-Being on Suicide Risk. PLOS ONE, 11(9), e0163656. https://doi.org/10.1371/journal.pone.0163656 | link |
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| eyrenci_2025_mental_health_literacy | 22-item mental health literacy knowledge scale scored right/wrong; Turkish adults. 240 respondents x 22 items = 5276 responses. (CC BY 4.0) Eyrenci, E. M., & Ozturk Turgut, E. (2025). mental health literacy [Data set]. Mendeley Data. https://doi.org/10.17632/dmv73kyjdp | link |
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| ezeala_2023_csas | Communication Skills Attitude Scale (CSAS), 26 items, 1 = strongly disagree ... 5 = strongly agree; the 13 negative items are stored already reverse-scored. 369 undergraduate medical students in Zambia. Covariates: academic year, age, sex code, school, mode. (CC0 1.0) Ezeala, M. I. O., & Volk, J. (2023). Relationships between undergraduate medical students' attitudes toward communication skills learning and demographics in Zambia: a survey-based descriptive study. Journal of Educational Evaluation for Health Professions, 20, 16. https://doi.org/10.3352/jeehp.2023.20.16 | link |
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| fabbe_2025_refugee_sites_citizens conjoint · source = "conj" |
Paired conjoint on asylum-seeker host sites in Greece: 5,916 citizens (nationally representative online sample) compared 3 pairs of proposals for a site in their municipality varying proximity to the centre, size, type (open/closed), operator and compensating public goods; outcomes are the choice of the mayoral candidate backing a proposal and a 0-7 rating of each proposal. (CC0 1.0) Fabbe, K., Kyrkopoulou, E., & Vidali, M. E. (2025). Between human dignity and security: Identifying citizen and elite preferences and concerns over refugee reception. Comparative Political Studies. | link |
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| fabbe_2025_refugee_sites_councilors conjoint · source = "conj" |
Paired conjoint on asylum-seeker host sites in Greece: 626 municipal councilors compared 3 pairs of proposals for a site in their municipality varying proximity to the centre, size, type (open/closed), operator and compensating public goods; outcomes are the preferred proposal and a 0-7 rating of each proposal. (CC0 1.0) Fabbe, K., Kyrkopoulou, E., & Vidali, M. E. (2025). Between human dignity and security: Identifying citizen and elite preferences and concerns over refugee reception. Comparative Political Studies. | link |
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| face_memory_amado_2024 | EGEFACE: A new face memory test with static and dynamic images (CC BY 4.0) Amado, S., Karataş, M. C., Yuvruk, E., & Kapucu, A. (2024, November 1). EGEFACE: A New Face Memory Test with Static and Dynamic Images. Retrieved from osf.io/gjwk8 | link |
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| face_memory_test | Data from test where participants were shown pictures of peoples' faces and asked to recall whether they had already seen it (CC BY 4.0) Exposure Based Face Memory Test [dataset and codebook]. http://openpsychometrics.org/_rawdata/EBFMT.zip | link |
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| fad_dataset1 | Data on free will and determinism (CC BY 4.0) Liu, Q. L., Wang, F., Yan, W., Peng, K., Sui, J., & Hu, C. (2020). Questionnaire Data From the Revision of a Chinese Version of Free Will and Determinism Plus Scale. Journal of Open Psychology Data. https://osf.io/t2nsw/ | link |
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| fad_dataset2 | Data on free will and determinism, dualism/anti-reduction subscale (participants: (1) students in an online Intro to Psych course, (2) students in an in-person, university Intro to Psych course) (CC BY 4.0) Liu, Q. L., Wang, F., Yan, W., Peng, K., Sui, J., & Hu, C. (2020). Questionnaire Data From the Revision of a Chinese Version of Free Will and Determinism Plus Scale. Journal of Open Psychology Data. https://osf.io/t2nsw/ | link |
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| fadhliah_2022_disaster_media_trust | Ratings of 8 named disaster-information channels (TV/Internet/WA-SMS/Radio/Mosque-Church/Surau/community leader/word of mouth), N=75 (CC BY 4.0) Fadhliah, et al. (2022). Comparison of disaster information from various media in strengthening ecological communication during & after natural disasters. PLOS ONE. | link |
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| falih_2026_dass21 | DASS-21 (Depression Anxiety Stress Scales); 21 items; 0-3 scale; N=262 (CC0 1.0) Falih, M. (2026). maladaptive daydreaming, depression, anxiety and stress data [dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/8YLSMK | link |
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| falih_2026_mds16 | Maladaptive Daydreaming Scale-16 (MDS-16); 16 items; 0-10 scale; N=262 (CC0 1.0) Falih, M. (2026). maladaptive daydreaming, depression, anxiety and stress data [dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/8YLSMK | link |
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| famous_melodies | Normative ratings of popular melodies (id=song) (CC BY 4.0) Belfi, A.M., Kacirek, K. The famous melodies stimulus set. Behav Res 53, 34–48 (2021). https://doi.org/10.3758/s13428-020-01411-6 | link |
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| fan_2025_mbi_accomplishment | 8-item Personal Accomplishment subscale of the Maslach Burnout Inventory (0-6), raw items, from resident physicians in China (CC BY 4.0) Fan Y, Zhang Y, Pu G, et al. (2025) The relationship between person-vocation fit and burnout among resident physicians: A single-center cross-sectional survey. PLoS ONE. | link |
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| fan_2025_mbi_depersonalization | 5-item Depersonalization subscale of the Maslach Burnout Inventory (0-6), raw items, from resident physicians in China (CC BY 4.0) Fan Y, Zhang Y, Pu G, et al. (2025) The relationship between person-vocation fit and burnout among resident physicians: A single-center cross-sectional survey. PLoS ONE. | link |
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| fan_2025_mbi_exhaustion | 9-item Emotional Exhaustion subscale of the Maslach Burnout Inventory (0-6), raw items, from resident physicians in China (CC BY 4.0) Fan Y, Zhang Y, Pu G, et al. (2025) The relationship between person-vocation fit and burnout among resident physicians: A single-center cross-sectional survey. PLoS ONE. | link |
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| fan_2026_care_burden | Caregiver Burden Inventory (CBI), 24 items on a 0-4 scale, Chinese family caregivers of haematopoietic stem cell transplant patients. 4,800 responses from 200 respondents on 24 items. (CC BY 4.0) Fan X, Zhang Y, Yan J, Kang Z, Wei Y, Guo X, Liu Y, Chen J, Ding D (2026). Social support and care burden in family caregivers of patients with hematologic malignancies: a parallel mediation model of coping strategies. PeerJ, 14, e21527. https://doi.org/10.7717/peerj.21527 | link |
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| fan_2026_coping | Simplified Coping Style Questionnaire (SCSQ), 20 items on a 0-3 scale, Chinese family caregivers of haematopoietic stem cell transplant patients. 4,000 responses from 200 respondents on 20 items. (CC BY 4.0) Fan X, Zhang Y, Yan J, Kang Z, Wei Y, Guo X, Liu Y, Chen J, Ding D (2026). Social support and care burden in family caregivers of patients with hematologic malignancies: a parallel mediation model of coping strategies. PeerJ, 14, e21527. https://doi.org/10.7717/peerj.21527 | link |
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| fang_2021_pbc | Perceived behavioral control toward pro-environmental action (author-compiled), 4 items, 1 (strongly disagree) to 5 (strongly agree). Grade 5-6 pupils (ages 11-12) at eight elementary schools around Hsinchu Science Park, Taiwan; cov_smartphone_use (excessive >2 h/day vs moderate). N=225. (CC BY 4.0) Fang WT, Ng E, Liu SM, Chiang YT, Chang MC (2021). Determinants of pro-environmental behavior among excessive smartphone usage children and moderate smartphone usage children in Taiwan. PeerJ, 9, e11635. https://doi.org/10.7717/peerj.11635 | link |
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| fang_2021_peb | Pro-environmental behavior (author-compiled, adapted from Erdogan & Ok 2011), 5 items, 1 (strongly disagree) to 5 (strongly agree). Grade 5-6 pupils (ages 11-12) at eight elementary schools around Hsinchu Science Park, Taiwan; cov_smartphone_use (excessive >2 h/day vs moderate). N=225. (CC BY 4.0) Fang WT, Ng E, Liu SM, Chiang YT, Chang MC (2021). Determinants of pro-environmental behavior among excessive smartphone usage children and moderate smartphone usage children in Taiwan. PeerJ, 9, e11635. https://doi.org/10.7717/peerj.11635 | link |
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| fang_2021_pn | Personal norms toward pro-environmental action (author-compiled), 3 items, 1 (strongly disagree) to 5 (strongly agree). Grade 5-6 pupils (ages 11-12) at eight elementary schools around Hsinchu Science Park, Taiwan; cov_smartphone_use (excessive >2 h/day vs moderate). N=225. (CC BY 4.0) Fang WT, Ng E, Liu SM, Chiang YT, Chang MC (2021). Determinants of pro-environmental behavior among excessive smartphone usage children and moderate smartphone usage children in Taiwan. PeerJ, 9, e11635. https://doi.org/10.7717/peerj.11635 | link |
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| fang_2021_sn | Social norms toward pro-environmental action (author-compiled), 5 items, 1 (strongly disagree) to 5 (strongly agree). Grade 5-6 pupils (ages 11-12) at eight elementary schools around Hsinchu Science Park, Taiwan; cov_smartphone_use (excessive >2 h/day vs moderate). N=225. (CC BY 4.0) Fang WT, Ng E, Liu SM, Chiang YT, Chang MC (2021). Determinants of pro-environmental behavior among excessive smartphone usage children and moderate smartphone usage children in Taiwan. PeerJ, 9, e11635. https://doi.org/10.7717/peerj.11635 | link |
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| fang_2022_achievement_emotions | Achievement Emotions Questionnaire (AEQ; 33 items, 1-6); item codes encode emotion type (PE/PD/PN/NE/ND/NN) and academic context (class/homework/studying/assessment); Chinese university students N=448 (CC BY 4.0) Fang et al. (2022). Chinese Achievement Emotions. figshare (University of Auckland). doi:10.17608/k6.auckland.19546393.v1 | link |
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| fang_2026_aihealth_algo_aversion | Algorithm aversion, 5 items (AA1-5). 1 strongly disagree .. 7 strongly agree. 230 adults in China with prior use of AI health consultation tools, Credamo online panel, February 2025. Covariates: gender, age band, education, duration of prior use. (CC0 1.0) Fang Z (2026). Survey data on user perceptions, algorithm aversion, and use intentions toward AI health consultation tools in China [dataset]. Harvard Dataverse. | link |
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| fang_2026_aihealth_health_consc | Health consciousness, 4 items (HC1-4). 1 strongly disagree .. 7 strongly agree. 230 adults in China with prior use of AI health consultation tools, Credamo online panel, February 2025. Covariates: gender, age band, education, duration of prior use. (CC0 1.0) Fang Z (2026). Survey data on user perceptions, algorithm aversion, and use intentions toward AI health consultation tools in China [dataset]. Harvard Dataverse. | link |
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| fang_2026_aihealth_inertia | Inertia, 3 items (INE1-3). 1 strongly disagree .. 7 strongly agree. 230 adults in China with prior use of AI health consultation tools, Credamo online panel, February 2025. Covariates: gender, age band, education, duration of prior use. (CC0 1.0) Fang Z (2026). Survey data on user perceptions, algorithm aversion, and use intentions toward AI health consultation tools in China [dataset]. Harvard Dataverse. | link |
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| fang_2026_aihealth_intention | Intention to use, 4 items (ITU1-4). 1 strongly disagree .. 7 strongly agree. 230 adults in China with prior use of AI health consultation tools, Credamo online panel, February 2025. Covariates: gender, age band, education, duration of prior use. (CC0 1.0) Fang Z (2026). Survey data on user perceptions, algorithm aversion, and use intentions toward AI health consultation tools in China [dataset]. Harvard Dataverse. | link |
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| fang_2026_aihealth_perf_risk | Perceived performance risk, 5 items (PPR1-5). 1 strongly disagree .. 7 strongly agree. 230 adults in China with prior use of AI health consultation tools, Credamo online panel, February 2025. Covariates: gender, age band, education, duration of prior use. (CC0 1.0) Fang Z (2026). Survey data on user perceptions, algorithm aversion, and use intentions toward AI health consultation tools in China [dataset]. Harvard Dataverse. | link |
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| fang_2026_aihealth_privacy | Perceived privacy concern, 6 items (PPC1-6). 1 strongly disagree .. 7 strongly agree. 230 adults in China with prior use of AI health consultation tools, Credamo online panel, February 2025. Covariates: gender, age band, education, duration of prior use. (CC0 1.0) Fang Z (2026). Survey data on user perceptions, algorithm aversion, and use intentions toward AI health consultation tools in China [dataset]. Harvard Dataverse. | link |
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| fang_2026_aihealth_resist_change | Dispositional resistance to change, 4 items (DRC1-4). 1 strongly disagree .. 7 strongly agree. 230 adults in China with prior use of AI health consultation tools, Credamo online panel, February 2025. Covariates: gender, age band, education, duration of prior use. (CC0 1.0) Fang Z (2026). Survey data on user perceptions, algorithm aversion, and use intentions toward AI health consultation tools in China [dataset]. Harvard Dataverse. | link |
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| fang_2026_anime_museum | Virtual anime-themed heritage museum questionnaire, 38 items in 9 constructs (immersion, interaction, intelligence, aesthetics, entertainment, knowledge, emotional attachment, behavioural intention, self-achievement), 1-7; N = 312; cov_gender, cov_age_group, cov_education, cov_major. (CC0 1.0) Fang, W.-T. (2026). Replication Data for: Cultural Reproduction in the Digital Intelligence Era: The Impact of SCAA Qualia Experience Design for Digital Cultural Heritage on Behavioral Intention [Data set]. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/LWQ2PF | link |
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| faruk_2021_gad7 | GAD-7, 7 items (0-3); N = 468 Bangladeshi dental students; demographic cov_* columns. (CC BY 4.0) Faruk, M. O., Shova, T. Z., & Hosen, I. (2021). Dataset on mental health, suicidal behaviors, literacy and stigma in Bangladeshi dental students. Mendeley Data. https://doi.org/10.17632/ycv96d9pf3 | link |
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| faruk_2021_phq9 | Patient Health Questionnaire PHQ-9, 9 items (0 not at all - 3 all the days); N = 468 Bangladeshi dental students; demographic cov_* columns. (CC BY 4.0) Faruk, M. O., Shova, T. Z., & Hosen, I. (2021). Dataset on mental health, suicidal behaviors, literacy and stigma in Bangladeshi dental students. Mendeley Data. https://doi.org/10.17632/ycv96d9pf3 | link |
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| faruk_2021_soss | Stigma of Suicide Scale SOSS-16, 16 agreement items (1-5); N = 468 Bangladeshi dental students; demographic cov_* columns. (CC BY 4.0) Faruk, M. O., Shova, T. Z., & Hosen, I. (2021). Dataset on mental health, suicidal behaviors, literacy and stigma in Bangladeshi dental students. Mendeley Data. https://doi.org/10.17632/ycv96d9pf3 | link |
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| faruk_2021_suicidal_behavior | Suicidal ideation, plan and attempt, each for the past month, past year and lifetime: 9 yes/no items (0/1); N = 468 Bangladeshi dental students; demographic cov_* columns. (CC BY 4.0) Faruk, M. O., Shova, T. Z., & Hosen, I. (2021). Dataset on mental health, suicidal behaviors, literacy and stigma in Bangladeshi dental students. Mendeley Data. https://doi.org/10.17632/ycv96d9pf3 | link |
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| faruk_2026_rpsc | Racial Prejudice Scale for Children (23 items, 1-4) from a scale-development study of 298 Bangladeshi children and adolescents aged 11-18. (CC BY 4.0) Faruk, M. O. (2026). Racial Prejudice Scale Development Dataset_MOF & MKM [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32939375.v2 | link |
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| farvaque_2007_faches_irv rankings · source = "rank" |
Instant-runoff voting experiment run beside the first round of the 2007 French presidential election in Faches-Thumesnil, northern France: 893 voters leaving two polling stations ranked the twelve official candidates, 6559 rows. One row per ballot x marked position; item = a candidate code c01.. in alphabetical order of the printed names (names not stored), resp = the position as marked, cov_polling_station = bureau_1 or bureau_6. Four ballots place two candidates at one position (ties, kept as recorded). Rankings layout (data/rankings/README.md). (ODbL 1.0) Farvaque, E., Jayet, H. & Ragot, L. (2009). Quel mode de scrutin pour quel << vainqueur >> ? Une experience sur le vote preferentiel transferable. Revue d'economie politique, 119(2), 221-246. Data deposited by Theo Delemazure, Zenodo, https://doi.org/10.5281/zenodo.15290476 | link |
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| fatima_2025_mslq | Motivated Strategies for Learning Questionnaire (MSLQ), clinical clerkship students, 81 items, 1-7, N=349 (CC BY 4.0) Fatima, S., et al. (2025). Validation of the Motivated Strategies for Learning Questionnaire among clinical clerkship students in Malaysia. PLOS ONE. | link |
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| fatimah_2026_env_performance | Environmental performance (EP1-5); 5 items, 1-5; 304 employees of Indonesian coffee shops; covariates: cov_gender, cov_education, cov_work_experience, cov_employment_type, cov_income. (CC BY 4.0) Fatimah, D., Ibrahim, M. H., Kumala Sari, F., Dwi Septianto, F., Abrorul Sofyan, A., Al Hanif, A., Saut Johansen Simaremare, T., Jayadi, M., Wahyudi, D., Aurelia Dewi, L., Sutanto, T., Dewa, A., Luluh Purwaumbara, K., Aldi Malik Syahputra, M., & Ibnu Affan, I. (2026). Green Ability, Motivation, and Opportunity as Drivers of Environmental Performance: The Roles of Green Workplace Behavior and Worker Productivity [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20763110 | link |
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| fatimah_2026_green_ability | Green ability (GA1-5); 5 items, 1-5; 304 employees of Indonesian coffee shops; covariates: cov_gender, cov_education, cov_work_experience, cov_employment_type, cov_income. (CC BY 4.0) Fatimah, D., Ibrahim, M. H., Kumala Sari, F., Dwi Septianto, F., Abrorul Sofyan, A., Al Hanif, A., Saut Johansen Simaremare, T., Jayadi, M., Wahyudi, D., Aurelia Dewi, L., Sutanto, T., Dewa, A., Luluh Purwaumbara, K., Aldi Malik Syahputra, M., & Ibnu Affan, I. (2026). Green Ability, Motivation, and Opportunity as Drivers of Environmental Performance: The Roles of Green Workplace Behavior and Worker Productivity [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20763110 | link |
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| fatimah_2026_green_motivation | Green motivation (GM1-5); 5 items, 1-5; 304 employees of Indonesian coffee shops; covariates: cov_gender, cov_education, cov_work_experience, cov_employment_type, cov_income. (CC BY 4.0) Fatimah, D., Ibrahim, M. H., Kumala Sari, F., Dwi Septianto, F., Abrorul Sofyan, A., Al Hanif, A., Saut Johansen Simaremare, T., Jayadi, M., Wahyudi, D., Aurelia Dewi, L., Sutanto, T., Dewa, A., Luluh Purwaumbara, K., Aldi Malik Syahputra, M., & Ibnu Affan, I. (2026). Green Ability, Motivation, and Opportunity as Drivers of Environmental Performance: The Roles of Green Workplace Behavior and Worker Productivity [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20763110 | link |
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| fatimah_2026_green_opportunity | Green opportunity (GO1-5); 5 items, 1-5; 304 employees of Indonesian coffee shops; covariates: cov_gender, cov_education, cov_work_experience, cov_employment_type, cov_income. (CC BY 4.0) Fatimah, D., Ibrahim, M. H., Kumala Sari, F., Dwi Septianto, F., Abrorul Sofyan, A., Al Hanif, A., Saut Johansen Simaremare, T., Jayadi, M., Wahyudi, D., Aurelia Dewi, L., Sutanto, T., Dewa, A., Luluh Purwaumbara, K., Aldi Malik Syahputra, M., & Ibnu Affan, I. (2026). Green Ability, Motivation, and Opportunity as Drivers of Environmental Performance: The Roles of Green Workplace Behavior and Worker Productivity [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20763110 | link |
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| fatimah_2026_green_workplace | Green workplace behaviour (GWP1-5); 5 items, 1-5; 304 employees of Indonesian coffee shops; covariates: cov_gender, cov_education, cov_work_experience, cov_employment_type, cov_income. (CC BY 4.0) Fatimah, D., Ibrahim, M. H., Kumala Sari, F., Dwi Septianto, F., Abrorul Sofyan, A., Al Hanif, A., Saut Johansen Simaremare, T., Jayadi, M., Wahyudi, D., Aurelia Dewi, L., Sutanto, T., Dewa, A., Luluh Purwaumbara, K., Aldi Malik Syahputra, M., & Ibnu Affan, I. (2026). Green Ability, Motivation, and Opportunity as Drivers of Environmental Performance: The Roles of Green Workplace Behavior and Worker Productivity [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20763110 | link |
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| fatimah_2026_worker_productivity | Worker productivity (WB1-5); 5 items, 1-5; 304 employees of Indonesian coffee shops; covariates: cov_gender, cov_education, cov_work_experience, cov_employment_type, cov_income. (CC BY 4.0) Fatimah, D., Ibrahim, M. H., Kumala Sari, F., Dwi Septianto, F., Abrorul Sofyan, A., Al Hanif, A., Saut Johansen Simaremare, T., Jayadi, M., Wahyudi, D., Aurelia Dewi, L., Sutanto, T., Dewa, A., Luluh Purwaumbara, K., Aldi Malik Syahputra, M., & Ibnu Affan, I. (2026). Green Ability, Motivation, and Opportunity as Drivers of Environmental Performance: The Roles of Green Workplace Behavior and Worker Productivity [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20763110 | link |
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| faure_2025_climate_migrants_nl conjoint · source = "conj" |
Dutch respondents (quota-representative online sample, n = 1,529) chose between two hypothetical migrants in each of 6 tasks, with randomized reason for migration (persecution, economic, earthquake, drought, flood), country of origin, economic self-sufficiency, education, age and gender. (CC0 1.0) Faure, M., Kantorowicz, J., & Weiss, A. (2025). Is climate change a valid reason for migration? Evidence from a conjoint experiment. Journal of Elections, Public Opinion and Parties, 36(3), 757-778. | link |
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| fauziah_2026_human_ai_collab | Human-AI collaboration capability (HACC1-HACC6), 1-5; N = 210 Indonesian employees who use AI at work (2026 online survey); cov_age, cov_gender, cov_education, cov_industry, cov_position, cov_ai_use_frequency. (CC BY 4.0) Fauziah, H. M., Ekowati, C. R., Nurani, A., & Setiawati, R. (2026). Fostering Innovative Work Behavior through Human-AI Collaboration Capability: The Roles of Humble Leadership, Psychological Safety, and Intrinsic Motivation among Indonesian Employees [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21963745 | link |
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| fauziah_2026_humble_leadership | Humble leadership (HL1-HL6), 1-5; N = 210 Indonesian employees who use AI at work (2026 online survey); cov_age, cov_gender, cov_education, cov_industry, cov_position, cov_ai_use_frequency. (CC BY 4.0) Fauziah, H. M., Ekowati, C. R., Nurani, A., & Setiawati, R. (2026). Fostering Innovative Work Behavior through Human-AI Collaboration Capability: The Roles of Humble Leadership, Psychological Safety, and Intrinsic Motivation among Indonesian Employees [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21963745 | link |
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| fauziah_2026_intrinsic_motivation | Intrinsic motivation (IM1-IM3), 1-5; N = 210 Indonesian employees who use AI at work (2026 online survey); cov_age, cov_gender, cov_education, cov_industry, cov_position, cov_ai_use_frequency. (CC BY 4.0) Fauziah, H. M., Ekowati, C. R., Nurani, A., & Setiawati, R. (2026). Fostering Innovative Work Behavior through Human-AI Collaboration Capability: The Roles of Humble Leadership, Psychological Safety, and Intrinsic Motivation among Indonesian Employees [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21963745 | link |
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| fauziah_2026_iwb | Innovative work behavior (IWB1-IWB10), 1-5; N = 210 Indonesian employees who use AI at work (2026 online survey); cov_age, cov_gender, cov_education, cov_industry, cov_position, cov_ai_use_frequency. (CC BY 4.0) Fauziah, H. M., Ekowati, C. R., Nurani, A., & Setiawati, R. (2026). Fostering Innovative Work Behavior through Human-AI Collaboration Capability: The Roles of Humble Leadership, Psychological Safety, and Intrinsic Motivation among Indonesian Employees [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21963745 | link |
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| fauziah_2026_psych_safety | Psychological safety (PS1-PS7), 1-5; N = 210 Indonesian employees who use AI at work (2026 online survey); cov_age, cov_gender, cov_education, cov_industry, cov_position, cov_ai_use_frequency. (CC BY 4.0) Fauziah, H. M., Ekowati, C. R., Nurani, A., & Setiawati, R. (2026). Fostering Innovative Work Behavior through Human-AI Collaboration Capability: The Roles of Humble Leadership, Psychological Safety, and Intrinsic Motivation among Indonesian Employees [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21963745 | link |
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| favero_2020_covid_attitudes | COVID-19 policy attitudes, 4 items; 4 items, 0-10 slider (strongly disagree-strongly agree); 1502 US online respondents (March 2020) randomised to five information-cue arms; covariates: cov_arm and demographics (gender, age band, education, party, news following, state, employment, essential worker, income). (CC0 1.0) Favero, N., & Pedersen, M. J. (2020). How to encourage 'Togetherness by Keeping Apart' amid COVID-19? The ineffectiveness of prosocial and empathy appeals. Journal of Behavioral Public Administration, 3(2). https://doi.org/10.30636/jbpa.32.167 | link |
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| favero_2020_prosocial_motivation | Prosocial motivation and empathy items (motiv1 empathy, motiv2-5 prosocial); 5 items, 1-5 (strongly disagree-strongly agree); 1501 US online respondents (March 2020) randomised to five information-cue arms; covariates: cov_arm and demographics (gender, age band, education, party, news following, state, employment, essential worker, income). (CC0 1.0) Favero, N., & Pedersen, M. J. (2020). How to encourage 'Togetherness by Keeping Apart' amid COVID-19? The ineffectiveness of prosocial and empathy appeals. Journal of Behavioral Public Administration, 3(2). https://doi.org/10.30636/jbpa.32.167 | link |
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| favero_2020_social_distancing | Intended social distancing over the next few weeks, 5 items (1 and 3 reverse-worded); 5 items, 0-10 slider (strongly disagree-strongly agree); 1500 US online respondents (March 2020) randomised to five information-cue arms; covariates: cov_arm and demographics (gender, age band, education, party, news following, state, employment, essential worker, income). (CC0 1.0) Favero, N., & Pedersen, M. J. (2020). How to encourage 'Togetherness by Keeping Apart' amid COVID-19? The ineffectiveness of prosocial and empathy appeals. Journal of Behavioral Public Administration, 3(2). https://doi.org/10.30636/jbpa.32.167 | link |
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| fazekas_2019_psci | Psychosomatic Competence Inventory field-test version (65 items, 6-point agreement) completed by 103 Austrian adults in German; the final PSCI keeps 44 of these items in six scales. (CC BY 4.0) Fazekas, C., Avian, A., Noehrer, R., Matzer, F., Vajda, C., Hannich, H., & Neubauer, A. (2022). Interoceptive awareness and self-regulation contribute to psychosomatic competence as measured by a new inventory. Wiener klinische Wochenschrift, 134(15-16), 581-592. https://doi.org/10.1007/s00508-020-01670-5 | link |
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| fazi_2026_bdi2 | Beck Depression Inventory-II, 21 items, 0-3. 144 Italian adults with and without misophonia. (CC BY 4.0) Fazi M (2026). Early maladaptive schemas and misophonia: incremental contributions beyond personality traits and general psychopathology [Data set]. Mendeley Data. https://doi.org/10.17632/wybf5zgdmj | link |
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| fazi_2026_dmq_imp | Duke Misophonia Questionnaire impairment items, 12 items, 0-4. 144 Italian adults with and without misophonia. (CC BY 4.0) Fazi M (2026). Early maladaptive schemas and misophonia: incremental contributions beyond personality traits and general psychopathology [Data set]. Mendeley Data. https://doi.org/10.17632/wybf5zgdmj | link |
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| fazi_2026_dmss | Duke Misophonia Questionnaire symptom scale (affective 8, physiological 5, cognitive 10 items), 0-4. 144 Italian adults, 72 with misophonia and 72 matched controls (cov_group). (CC BY 4.0) Fazi M (2026). Early maladaptive schemas and misophonia: incremental contributions beyond personality traits and general psychopathology [Data set]. Mendeley Data. https://doi.org/10.17632/wybf5zgdmj | link |
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| fazi_2026_pid5bf | Personality Inventory for DSM-5 Brief Form, 25 items, 0-3. 144 Italian adults with and without misophonia. (CC BY 4.0) Fazi M (2026). Early maladaptive schemas and misophonia: incremental contributions beyond personality traits and general psychopathology [Data set]. Mendeley Data. https://doi.org/10.17632/wybf5zgdmj | link |
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| fazi_2026_ysqs3 | Young Schema Questionnaire Short Form 3 (18 early maladaptive schemas x 5 items), 90 items, 1-6. 144 Italian adults with and without misophonia. (CC BY 4.0) Fazi M (2026). Early maladaptive schemas and misophonia: incremental contributions beyond personality traits and general psychopathology [Data set]. Mendeley Data. https://doi.org/10.17632/wybf5zgdmj | link |
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| fcupanas_cffsdas_reyna_2018 | Postivie and Negative Affect Schedule(PANAS) (CC BY-SA 4.0) Reyna, C., Michelini, Y., Caicedo Cavagnis, E., Mola, D., Belaus, A., & Godoy, J. C. (2022, August 4). Further considerations upon PANAS: Contributions from four studies with different Argentinean samples. Retrieved from osf.io/h3tfc | link |
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| fcupanas_cffsdas_reyna_2018_7pt | Positive and Negative Affect Schedule (PANAS), 20 items, Study 3 only, which used a 1-7 response scale. Split from fcupanas_cffsdas_reyna_2018 (#2436), where the 1-5 filter had set these 6-7 responses to NA. (CC BY-SA 4.0) Reyna, C., Michelini, Y., Caicedo Cavagnis, E., Mola, D., Belaus, A., & Godoy, J. C. (2022, August 4). Further considerations upon PANAS: Contributions from four studies with different Argentinean samples. Retrieved from osf.io/h3tfc | link |
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| fcv19s_hossain_2022_anxiety | Measured with GAD-7 to assess anxiety (CC0 1.0) Hossain, M. T., Jahan, N., Ahammed, B., Shohel, T. A., Shovo, T. E. A., Khan, B., & Islam, M. N. (2022). A psychometric evaluation of fear of COVID-19 scale (FCV-19S). Hellenic Journal of Psychology, 19(1), 40-52. | link |
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| fcv19s_hossain_2022_depression | WHO-5 Well-Being Index to evaluate positive well-being, inversely indication depression (CC0 1.0) Hossain, M. T., Jahan, N., Ahammed, B., Shohel, T. A., Shovo, T. E. A., Khan, B., & Islam, M. N. (2022). A psychometric evaluation of fear of COVID-19 scale (FCV-19S). Hellenic Journal of Psychology, 19(1), 40-52. | link |
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| fcv19s_hossain_2022_fear | Fear of COVID-19 (CC0 1.0) Hossain, M. T., Jahan, N., Ahammed, B., Shohel, T. A., Shovo, T. E. A., Khan, B., & Islam, M. N. (2022). A psychometric evaluation of fear of COVID-19 scale (FCV-19S). Hellenic Journal of Psychology, 19(1), 40-52. | link |
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| feardriving_fisher2021 | Driving fear & cognition questionnaires (CC BY 4.0) Fischer, C., Schröder, A., Taylor, J. E., & Heider, J. (2021). Measuring Driving Fear. European Journal of Psychological Assessment. | link |
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| fecker_2026_mansplaining | Mansplaining-experience battery, 6 study-authored items on a 1-5 frequency scale, answered by 888 alpine winter-sports participants. Item text shipped. (CC BY 4.0) Fecker, D., & Bosio, B. (2026). Mansplaining and Flow Experience in Alpine Outdoor Winter Sports. Zenodo. | link |
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| feederwatch_species_displacements competitions · source = "comp" |
Interspecific displacements at North American bird feeders reported by Project FeederWatch participants; the agents are 136 bird species. One row per displacement; no date. (CC0 1.0) Miller, E. T., Bonter, D. N., Eldermire, C., Freeman, B. G., Greig, E. I., Harmon, L. J., Lisle, C., & Hochachka, W. M. (2017). Fighting over food unites the birds of North America in a continental dominance hierarchy. Behavioral Ecology, 28(6), 1454-1463. | link |
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| felthun_2021_teleosce | UNSW final-year medicine OSCE: 7 stations x 5-6 domain criteria (39 items), 2019 in-person (280 students) vs 2020 teleOSCE (285). Grades fail / borderline / clear pass / distinction recoded 0-3 (resp_raw = marks 3/5/7/9). Covariates: year, assessment mode. (CC0 1.0) Felthun, J. Z., Taylor, S., Shulruf, B., & Allen, D. W. (2021). Empirical analysis comparing the tele-objective structured clinical examination and the in-person assessment in Australia. Journal of Educational Evaluation for Health Professions, 18, 23. https://doi.org/10.3352/jeehp.2021.18.23 | link |
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| feminist_perspectives | Data on peoples' feminist perspectives, answered on a scale (CC BY 4.0) Henley, N.; Meng, K.; O'Brien, D.; McCarthy, W.; Sockloskie, R. (1998). "Developing a Scale to Measure the Diversity of Feminist Attitudes". Psychology of Women Quarterly, 22(2), 317-348. ///Feminist Perspectives Scale [dataset and codebook]. http://openpsychometrics.org/_rawdata/FPS.zip | link |
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| feng2026_autonomy | Autonomy motivation for intelligent sports equipment adoption (adolescents, China) (CC0 1.0) Feng, A. (2026). Questionnaire survey data on adolescents intention to adopt intelligent sports equipment [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZDNSFJ | link |
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| feng2026_behavioral_intention | Behavioral intention to adopt intelligent sports equipment (adolescents, China) (CC0 1.0) Feng, A. (2026). Questionnaire survey data on adolescents intention to adopt intelligent sports equipment [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZDNSFJ | link |
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| feng2026_competence | Perceived competence for intelligent sports equipment adoption (adolescents, China) (CC0 1.0) Feng, A. (2026). Questionnaire survey data on adolescents intention to adopt intelligent sports equipment [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZDNSFJ | link |
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| feng2026_ec | Emotional connection subscale for intelligent sports equipment adoption (adolescents, China; label unverified) (CC0 1.0) Feng, A. (2026). Questionnaire survey data on adolescents intention to adopt intelligent sports equipment [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZDNSFJ | link |
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| feng2026_intrinsic_motivation | Intrinsic motivation for intelligent sports equipment adoption (adolescents, China) (CC0 1.0) Feng, A. (2026). Questionnaire survey data on adolescents intention to adopt intelligent sports equipment [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZDNSFJ | link |
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| feng2026_perceived_ease_of_use | Perceived ease of use of intelligent sports equipment (adolescents, China) (CC0 1.0) Feng, A. (2026). Questionnaire survey data on adolescents intention to adopt intelligent sports equipment [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZDNSFJ | link |
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| feng2026_perceived_usefulness | Perceived usefulness of intelligent sports equipment (adolescents, China) (CC0 1.0) Feng, A. (2026). Questionnaire survey data on adolescents intention to adopt intelligent sports equipment [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZDNSFJ | link |
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| feng_2023_fas | Functionality Appreciation Scale, 7 items, 0-4. 567 community-dwelling US adults in Minnesota, including 14 adults with spinal cord injury, collected July 2019 to September 2021. (CC0 1.0) Feng, S., McDaniel, S., & Van de Winckel, A. (2023). Finding functionality: Rasch analysis of the Functionality Appreciation Scale in community-dwelling adults in the US. Frontiers in Rehabilitation Sciences, 4, 1222892. | link |
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| feng_2024_org_support | Perceived organizational support, 24 items rated 1-5. Responses from 873 primary and secondary school teachers in Guangdong Province, China. (CC BY 4.0) Feng, G.; Shi, K.; Huang, Q.; Ma, J. (2024). The impact of work values on the professional development of primary and secondary school teachers: A moderated mediation model. PLOS ONE, 19(11), e0310078. https://doi.org/10.1371/journal.pone.0310078 | link |
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| feng_2024_professional_development | Professional development of primary and secondary school teachers (Chen Jingjun et al.), 21 items rated 1-5 across five dimensions: professional sentiment, development actions, professionalization concept, problem-solving skills, and professional knowledge. Responses from 873 primary and secondary school teachers in Guangdong Province, China. (CC BY 4.0) Feng, G.; Shi, K.; Huang, Q.; Ma, J. (2024). The impact of work values on the professional development of primary and secondary school teachers: A moderated mediation model. PLOS ONE, 19(11), e0310078. https://doi.org/10.1371/journal.pone.0310078 | link |
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| feng_2024_work_engagement | Utrecht Work Engagement Scale, Chinese version (Zhang Yiwen & Gan Yiqun), 17 items rated 1-5. Responses from 873 primary and secondary school teachers in Guangdong Province, China. (CC BY 4.0) Feng, G.; Shi, K.; Huang, Q.; Ma, J. (2024). The impact of work values on the professional development of primary and secondary school teachers: A moderated mediation model. PLOS ONE, 19(11), e0310078. https://doi.org/10.1371/journal.pone.0310078 | link |
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| feng_2024_work_values | Teacher work values scale (Xu Xingchun), 27 items rated 1-5 across seven dimensions: material remuneration, reputation and status, career development, interpersonal relations, organizational management, altruistic dedication, and security and stability. Responses from 873 primary and secondary school teachers in Guangdong Province, China. (CC BY 4.0) Feng, G.; Shi, K.; Huang, Q.; Ma, J. (2024). The impact of work values on the professional development of primary and secondary school teachers: A moderated mediation model. PLOS ONE, 19(11), e0310078. https://doi.org/10.1371/journal.pone.0310078 | link |
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| feng_2025_qlq_swb32 | EORTC QLQ-SWB32 spiritual wellbeing questionnaire, Chinese (Mandarin) version, items Q1-Q31 1 not at all .. 4 very much and Q32 global spiritual wellbeing 1 very poor .. 7 excellent ('cannot reply' 0 dropped); raw answers. Q24-Q26 (Relationship with God) answered only by those routed to them. 200 Chinese women with gynecological cancer. Covariates: age, religious belief. (CC BY 4.0) Feng Y, Luo J, Lin T, Liu X, Guo X, Chen J, et al. (2025). Translation and validation of the Chinese version of EORTC QLQ-SWB32 assessing the spiritual wellbeing of women with gynecological cancer. PLOS ONE 20(4): e0321790. | link |
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| fernandez_dominguez_2017_cvp | CVP-35 professional quality of life, intrinsic motivation items (9 as deposited), 1-10. Pilot sample: 211 health professionals in the Balearic Islands. Covariates: sex, age, academic degree, years worked. (CC BY 4.0) Fernández-Domínguez JC, de Pedro-Gómez JE, Morales-Asencio JM, Bennasar-Veny M, Sastre-Fullana P, Sesé-Abad A (2017) Health Sciences-Evidence Based Practice questionnaire (HS-EBP) for measuring transprofessional evidence-based practice: Creation, development and psychometric validation. PLoS ONE 12(5): e0177172. https://doi.org/10.1371/journal.pone.0177172 | link |
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| fernandez_dominguez_2017_ebpq | Evidence-Based Practice Questionnaire (Spanish EBPQ-19) knowledge/skills and practice items, 16, 1-7. Pilot sample: 211 health professionals in the Balearic Islands. Covariates: sex, age, academic degree, years worked. (CC BY 4.0) Fernández-Domínguez JC, de Pedro-Gómez JE, Morales-Asencio JM, Bennasar-Veny M, Sastre-Fullana P, Sesé-Abad A (2017) Health Sciences-Evidence Based Practice questionnaire (HS-EBP) for measuring transprofessional evidence-based practice: Creation, development and psychometric validation. PLoS ONE 12(5): e0177172. https://doi.org/10.1371/journal.pone.0177172 | link |
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| fernandez_dominguez_2017_hsebp72 | Health Sciences-Evidence Based Practice questionnaire, 72-item validation version (5 domains), 1-10. Validation sample: 869 health professionals across Spain. Covariates: sex, age, academic degree, years worked. (CC BY 4.0) Fernández-Domínguez JC, de Pedro-Gómez JE, Morales-Asencio JM, Bennasar-Veny M, Sastre-Fullana P, Sesé-Abad A (2017) Health Sciences-Evidence Based Practice questionnaire (HS-EBP) for measuring transprofessional evidence-based practice: Creation, development and psychometric validation. PLoS ONE 12(5): e0177172. https://doi.org/10.1371/journal.pone.0177172 | link |
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| fernandez_dominguez_2017_hsebp73 | Health Sciences-Evidence Based Practice questionnaire, pilot 73-item version, 1-10. Pilot sample: 211 health professionals in the Balearic Islands. Covariates: sex, age, academic degree, years worked. (CC BY 4.0) Fernández-Domínguez JC, de Pedro-Gómez JE, Morales-Asencio JM, Bennasar-Veny M, Sastre-Fullana P, Sesé-Abad A (2017) Health Sciences-Evidence Based Practice questionnaire (HS-EBP) for measuring transprofessional evidence-based practice: Creation, development and psychometric validation. PLoS ONE 12(5): e0177172. https://doi.org/10.1371/journal.pone.0177172 | link |
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| fernandez_dominguez_2017_mbi | Maslach Burnout Inventory (Spanish), 22 items, 0-6. Pilot sample: 211 health professionals in the Balearic Islands. Covariates: sex, age, academic degree, years worked. (CC BY 4.0) Fernández-Domínguez JC, de Pedro-Gómez JE, Morales-Asencio JM, Bennasar-Veny M, Sastre-Fullana P, Sesé-Abad A (2017) Health Sciences-Evidence Based Practice questionnaire (HS-EBP) for measuring transprofessional evidence-based practice: Creation, development and psychometric validation. PLoS ONE 12(5): e0177172. https://doi.org/10.1371/journal.pone.0177172 | link |
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| fernandez_dominguez_2017_rtc | Resistance to Change scale (Spanish), 17 items, 1-6. Pilot sample: 211 health professionals in the Balearic Islands. Covariates: sex, age, academic degree, years worked. (CC BY 4.0) Fernández-Domínguez JC, de Pedro-Gómez JE, Morales-Asencio JM, Bennasar-Veny M, Sastre-Fullana P, Sesé-Abad A (2017) Health Sciences-Evidence Based Practice questionnaire (HS-EBP) for measuring transprofessional evidence-based practice: Creation, development and psychometric validation. PLoS ONE 12(5): e0177172. https://doi.org/10.1371/journal.pone.0177172 | link |
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| fernandez_mendez_2026_section_test | Section test (spatial visualisation of cross-sections), 20 multiple-choice items scored 0/1 by the depositors; resp_raw = option chosen (A-E). 321 Spanish health science students. Covariates: degree programme code, age, gender, handedness. (CC BY 4.0) Fernández-Méndez, L. M., Prieto, G., Rodán, A., Contreras, M. J., & Díaz Gil, G. (2026). Dataset Section test. Rasch Analysis of a Section Test in Health Science Students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21060533 | link |
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| fernandez_prados_2025_ai_uses | Frequency of six uses of AI (information search, summarising, writing, media creation, data analysis, coding), 0-4 (never-several times a day), Spanish undergraduates in education and social studies (University of Almeria; N up to 235); cov_female, cov_age_band, cov_degree, cov_social_class, cov_ideology. (CC BY 4.0) Fernandez-Prados, J. S., & Lozano Diaz, A. (2025). Actitudes hacia la Inteligencia Artificial, Ansiedad Digital y Competencias Digitales entre estudiantes universitarios [Data set]. Mendeley Data, V3. https://doi.org/10.17632/2gwnjx729x.3 | link |
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| fernandez_prados_2025_aias | AI Anxiety Scale (AIAS; Wang & Wang 2019), 14 items (learning, job replacement), 1-7 agreement, Spanish undergraduates in education and social studies (University of Almeria; N up to 235); cov_female, cov_age_band, cov_degree, cov_social_class, cov_ideology. (CC BY 4.0) Fernandez-Prados, J. S., & Lozano Diaz, A. (2025). Actitudes hacia la Inteligencia Artificial, Ansiedad Digital y Competencias Digitales entre estudiantes universitarios [Data set]. Mendeley Data, V3. https://doi.org/10.17632/2gwnjx729x.3 | link |
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| fernandez_prados_2025_attari | Attitudes towards AI (ATTARI-12; Stein et al. 2024), 12 items, 1-7 agreement, Spanish undergraduates in education and social studies (University of Almeria; N up to 235); cov_female, cov_age_band, cov_degree, cov_social_class, cov_ideology. (CC BY 4.0) Fernandez-Prados, J. S., & Lozano Diaz, A. (2025). Actitudes hacia la Inteligencia Artificial, Ansiedad Digital y Competencias Digitales entre estudiantes universitarios [Data set]. Mendeley Data, V3. https://doi.org/10.17632/2gwnjx729x.3 | link |
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| fernandez_prados_2025_digcomp_comm | DigComp-based frequency of internet communication activities in the last 3 months, 6 items, 0-4 (never-several times a day), Spanish undergraduates in education and social studies (University of Almeria; N up to 235); cov_female, cov_age_band, cov_degree, cov_social_class, cov_ideology. (CC BY 4.0) Fernandez-Prados, J. S., & Lozano Diaz, A. (2025). Actitudes hacia la Inteligencia Artificial, Ansiedad Digital y Competencias Digitales entre estudiantes universitarios [Data set]. Mendeley Data, V3. https://doi.org/10.17632/2gwnjx729x.3 | link |
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| fernandez_prados_2025_digcomp_info | DigComp-based frequency of internet information and information-checking activities in the last 3 months, 7 items, 0-4 (never-several times a day), Spanish undergraduates in education and social studies (University of Almeria; N up to 235); cov_female, cov_age_band, cov_degree, cov_social_class, cov_ideology. (CC BY 4.0) Fernandez-Prados, J. S., & Lozano Diaz, A. (2025). Actitudes hacia la Inteligencia Artificial, Ansiedad Digital y Competencias Digitales entre estudiantes universitarios [Data set]. Mendeley Data, V3. https://doi.org/10.17632/2gwnjx729x.3 | link |
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| fernandez_prados_2025_gaais | General Attitudes towards AI Scale, 8-item form (GAAIS; Schepman & Rodway 2022), 1-7 agreement, Spanish undergraduates in education and social studies (University of Almeria; N up to 235); cov_female, cov_age_band, cov_degree, cov_social_class, cov_ideology. (CC BY 4.0) Fernandez-Prados, J. S., & Lozano Diaz, A. (2025). Actitudes hacia la Inteligencia Artificial, Ansiedad Digital y Competencias Digitales entre estudiantes universitarios [Data set]. Mendeley Data, V3. https://doi.org/10.17632/2gwnjx729x.3 | link |
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| fernandeztalaverano_2026_eqim20 | Inventario Breve de Inteligencia Emocional para Mayores (EQ-i-M20), 20 items, 1 never - 4 always, five dimensions (intrapersonal, interpersonal, stress management, adaptability, mood). 311 secondary-school students aged 11-17 in two schools in Lima, Peru. Covariates: sex, age, school grade, school (1/2). (CC BY 4.0) Fernández Talaverano J, Colca Cruz P (2026). Inteligencia emocional como moderador entre bullying escolar e ideación suicida en adolescentes de Lima, Perú [Data set]. Mendeley Data, V2. https://doi.org/10.17632/r3kwfdb84d.2 | link |
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| fernandeztalaverano_2026_pss | Paykel Suicide Scale (suicidal ideation), 5 items, 0 no / 1 yes. 311 secondary-school students aged 11-17 in two schools in Lima, Peru. Covariates: sex, age, school grade, school (1/2). (CC BY 4.0) Fernández Talaverano J, Colca Cruz P (2026). Inteligencia emocional como moderador entre bullying escolar e ideación suicida en adolescentes de Lima, Perú [Data set]. Mendeley Data, V2. https://doi.org/10.17632/r3kwfdb84d.2 | link |
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| fernandeztalaverano_2026_vei | Escala de Victimización Escolar entre Iguales (VE-I), 11 items, 1 never happened - 5 happens very often, relational, physical and verbal peer victimization. 311 secondary-school students aged 11-17 in two schools in Lima, Peru. Covariates: sex, age, school grade, school (1/2). (CC BY 4.0) Fernández Talaverano J, Colca Cruz P (2026). Inteligencia emocional como moderador entre bullying escolar e ideación suicida en adolescentes de Lima, Perú [Data set]. Mendeley Data, V2. https://doi.org/10.17632/r3kwfdb84d.2 | link |
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| ferrari_2025_status_threat conjoint · source = "conj" |
2,042 white US-born Prolific respondents each chose between 6 pairs of hypothetical candidates varying in party and in campaign statements on six issues, after a status-threat vignette. Outcomes are forced choice and a 1-7 likelihood of voting for each candidate. (CC0 1.0) Ferrari, D., & Smith, B. (2025). Status threat, partisanship, and voters' conservative shift toward right-wing candidates. Journal of Experimental Political Science, 12(3), 324-338. | link |
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| ferree_2023_covid_neighbor_mw conjoint · source = "conj" |
Factorial vignette experiment in two rounds of a Malawian phone survey (2020-21): 9,002 respondents each heard one vignette about a neighbour whose age, gender, time in the community, family origin (Malawian, Mmwenye, Zambian) and symptoms (injured leg, high fever, cough and fever) were randomized; outcomes are whether they would help the neighbour to hospital, let them move freely, and think they have Covid-19. (CC0 1.0) Ferree, K. E., Dulani, B., Harris, A. S., Kao, K., Lust, E., Ahsan Jansson, C., & Metheney, E. A. (2023). Symptoms and stereotypes: Perceptions and responses to Covid-19 in Malawi and Zambia. Comparative Political Studies, 56(12), 1795-1823. | link |
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| ferree_2023_covid_neighbor_zm conjoint · source = "conj" |
Factorial vignette experiment in a Zambian phone survey (2020): 2,197 respondents each heard one vignette about a neighbour whose age, gender, time in the community, family origin (Malawian, Tanzanian, Zambian) and symptoms (injured leg, high fever, cough and fever) were randomized; outcomes are whether they would help the neighbour to hospital, let them move freely, and think they have Covid-19. (CC0 1.0) Ferree, K. E., Dulani, B., Harris, A. S., Kao, K., Lust, E., Ahsan Jansson, C., & Metheney, E. A. (2023). Symptoms and stereotypes: Perceptions and responses to Covid-19 in Malawi and Zambia. Comparative Political Studies, 56(12), 1795-1823. | link |
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| ferrer_2025_liberal_democracy conjoint · source = "conj" |
Adults in seven countries (Hungary, Israel, Poland, Portugal, Spain, Sweden, UK; n = 12,903) compared pairs of hypothetical countries described by elections, media, protests, judges, parliament, laws and citizens' income, five times, choosing one and rating each 0-10. (CC0 1.0) Ferrer, S., Hernández, E., Prada, E., & Tomic, D. (2025). The value of liberal democracy: Assessing citizens' commitment to democratic principles. European Journal of Political Research, 64(4). | link |
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| ferwerda_2023_guideline_violators conjoint · source = "conj" |
Italian online panel respondents (wave 1, August-September 2020; 2,734 respondents, 1,237 in the authors' two-wave sample) chose which of two hypothetical individuals would be more likely to violate public-health guidelines (masks, distancing), over 4 pairs described by age, birthplace, economic status, party, sex, education and health (Italian text). (CC0 1.0) Ferwerda, J., Magni, G., Hooghe, L., & Marks, G. (2024). How crises shape circles of solidarity: Evidence from the COVID-19 pandemic in Italy. Comparative Political Studies, 57(2), 356-381. | link |
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| ferwerda_2023_vaccine_priority conjoint · source = "conj" |
Italian online panel respondents (wave 2, February 2021; 1,268 respondents, 1,236 in the authors' two-wave sample) chose which of two hypothetical Italian citizens should get priority for scarce COVID-19 vaccines, over 5 pairs described by age, birthplace, economic status, party, sex, education, health and occupation (Italian text). (CC0 1.0) Ferwerda, J., Magni, G., Hooghe, L., & Marks, G. (2024). How crises shape circles of solidarity: Evidence from the COVID-19 pandemic in Italy. Comparative Political Studies, 57(2), 356-381. | link |
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| fesenfeld_2020_food_policy_cn conjoint · source = "conj" |
Chinese online-survey respondents (Feb-Mar 2018) compared 4 pairs of meat-and-fish policy packages varying a meat tax, use of its revenues, vegetarian-meal rules for public cafeterias, discounts for vegetarian alternatives, animal farming standards, information campaigns and producer subsidies; forced choice plus a 1-7 support rating per package. 1,626 respondents. (CC0 1.0) Fesenfeld, L. P., Wicki, M., Sun, Y., & Bernauer, T. (2020). Policy packaging can make food system transformation feasible. Nature Food, 1(3), 173-182. | link |
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| fesenfeld_2020_food_policy_de conjoint · source = "conj" |
German online-survey respondents (Feb-Mar 2018) compared 4 pairs of meat-and-fish policy packages varying a meat tax, use of its revenues, vegetarian-meal rules for public cafeterias, discounts for vegetarian alternatives, animal farming standards, information campaigns and producer subsidies; forced choice plus a 1-7 support rating per package. 1,624 respondents. (CC0 1.0) Fesenfeld, L. P., Wicki, M., Sun, Y., & Bernauer, T. (2020). Policy packaging can make food system transformation feasible. Nature Food, 1(3), 173-182. | link |
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| fesenfeld_2020_food_policy_us conjoint · source = "conj" |
US online-survey respondents (Feb-Mar 2018) compared 4 pairs of meat-and-fish policy packages varying a meat tax, use of its revenues, vegetarian-meal rules for public cafeterias, discounts for vegetarian alternatives, animal farming standards, information campaigns and producer subsidies; forced choice plus a 1-7 support rating per package. 1,624 respondents. (CC0 1.0) Fesenfeld, L. P., Wicki, M., Sun, Y., & Bernauer, T. (2020). Policy packaging can make food system transformation feasible. Nature Food, 1(3), 173-182. | link |
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| fesenfeld_2023_climate_legit_de conjoint · source = "conj" |
German respondents (online survey, August 2020; 624 respondents) compared two climate-policy packages in four rounds, packages varying government support, public investment, producer standards, CO2 tax, restrictions and the proposing body (federal government, expert commission, citizens' assembly). Outcomes: forced choice and a 1-7 rating of each package. (CC0 1.0) Fesenfeld, L. P., Freudlsperger, C., Kuntze, L., & Ingold, K. (2023). Replication data for: Legitimizing climate action in democracies [Data set]. Harvard Dataverse. | link |
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| fesenfeld_2023_climate_legit_us conjoint · source = "conj" |
US respondents (online survey, December 2020; 1,350 of the 1,360 respondents) compared two climate-policy packages in four rounds, packages varying government support, public investment, producer standards, CO2 tax, restrictions and the proposing body (federal government, expert commission, citizens' assembly). Outcomes: forced choice and a 1-7 rating of each package. (CC0 1.0) Fesenfeld, L. P., Freudlsperger, C., Kuntze, L., & Ingold, K. (2023). Replication data for: Legitimizing climate action in democracies [Data set]. Harvard Dataverse. | link |
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| fezzey_2023_narq | Narcissistic Admiration and Rivalry Questionnaire (18 items, 1-6; admiration and rivalry) from 386 full-time US employees in an online sample. (CC BY 4.0) Fezzey, T. (2023). Datasets for: All The Working World's A Stage: Narcissism, Work Values, and Vocational Preferences [Data set]. PsychArchives. https://doi.org/10.23668/psycharchives.12668 | link |
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| fezzey_2023_riasec60 | 60 O*NET RIASEC vocational interest items (1-4) from 386 full-time US employees in an online sample. (CC BY 4.0) Fezzey, T. (2023). Datasets for: All The Working World's A Stage: Narcissism, Work Values, and Vocational Preferences [Data set]. PsychArchives. https://doi.org/10.23668/psycharchives.12668 | link |
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| fezzey_2023_voc_interests | 54 vocational interest items, 9 per Holland RIASEC type (1-5), from 386 full-time US employees in an online sample. (CC BY 4.0) Fezzey, T. (2023). Datasets for: All The Working World's A Stage: Narcissism, Work Values, and Vocational Preferences [Data set]. PsychArchives. https://doi.org/10.23668/psycharchives.12668 | link |
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| fezzey_2023_work_values | 20 work-value importance items (1-7; achievement, status, altruism, safety, comfort, autonomy) from 386 full-time US employees in an online sample. (CC BY 4.0) Fezzey, T. (2023). Datasets for: All The Working World's A Stage: Narcissism, Work Values, and Vocational Preferences [Data set]. PsychArchives. https://doi.org/10.23668/psycharchives.12668 | link |
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| ffm_AGR | The personality test was constructed with the "Big-Five Factor Markers" from the IPIP. https://ipip.ori.org/newBigFive5broadKey.htm IPIP-FFM-data-8Nov2018.zip (CC BY 4.0) Goldberg, L. R. (1992). The development of markers for the Big-Five factor structure. Psychological assessment, 4(1), 26. | link |
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| ffm_CSN | The personality test was constructed with the "Big-Five Factor Markers" from the IPIP. https://ipip.ori.org/newBigFive5broadKey.htm IPIP-FFM-data-8Nov2018.zip (CC BY 4.0) Goldberg, L. R. (1992). The development of markers for the Big-Five factor structure. Psychological assessment, 4(1), 26. | link |
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| ffm_EST | The personality test was constructed with the "Big-Five Factor Markers" from the IPIP. https://ipip.ori.org/newBigFive5broadKey.htm IPIP-FFM-data-8Nov2018.zip (CC BY 4.0) Goldberg, L. R. (1992). The development of markers for the Big-Five factor structure. Psychological assessment, 4(1), 26. | link |
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| ffm_EXT | The personality test was constructed with the "Big-Five Factor Markers" from the IPIP. https://ipip.ori.org/newBigFive5broadKey.htm IPIP-FFM-data-8Nov2018.zip (CC BY 4.0) Goldberg, L. R. (1992). The development of markers for the Big-Five factor structure. Psychological assessment, 4(1), 26. | link |
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| ffm_OPN | The personality test was constructed with the "Big-Five Factor Markers" from the IPIP. https://ipip.ori.org/newBigFive5broadKey.htm IPIP-FFM-data-8Nov2018.zip (CC BY 4.0) Goldberg, L. R. (1992). The development of markers for the Big-Five factor structure. Psychological assessment, 4(1), 26. | link |
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| fhi360_2020_mnp_india conjoint · source = "conj" |
Women of reproductive age in New Delhi, India (n = 496; 2017-2018, interviewer-administered on a tablet) chose between two options of a hypothetical contraceptive microarray patch in 10 discrete-choice tasks, options described by 6 attributes (pain, skin reaction, location, size, duration of protection, effect on menstruation) with illustrations; level text in Hindi. (CC0 1.0) FHI 360. (2020). Discreet choice experiment survey for development of a contraceptive microarray patch in India and Nigeria (FHI360 2017-2018) [Data set]. Harvard Dataverse. | link |
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| fhi360_2020_mnp_nigeria_s1 conjoint · source = "conj" |
Women of reproductive age in Ibadan, Nigeria (sample 1) (n = 530; 2017-2018, interviewer-administered on a tablet) chose between two options of a hypothetical contraceptive microarray patch in 10 discrete-choice tasks, options described by 6 attributes (pain, skin reaction, location, size, duration of protection, effect on menstruation) with illustrations; level text in Yoruba. (CC0 1.0) FHI 360. (2020). Discreet choice experiment survey for development of a contraceptive microarray patch in India and Nigeria (FHI360 2017-2018) [Data set]. Harvard Dataverse. | link |
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| fhi360_2020_mnp_nigeria_s2 conjoint · source = "conj" |
Women of reproductive age in Ibadan, Nigeria (sample 2) (n = 416; 2017-2018, interviewer-administered on a tablet) chose between two options of a hypothetical contraceptive microarray patch in 12 discrete-choice tasks, options described by 5 attributes (pain, skin reaction, location, size, duration of protection) with illustrations; level text in Yoruba. (CC0 1.0) FHI 360. (2020). Discreet choice experiment survey for development of a contraceptive microarray patch in India and Nigeria (FHI360 2017-2018) [Data set]. Harvard Dataverse. | link |
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| fictionexposure_wimmer | Author recognition (CC BY 4.0) Wimmer, L., & Ferguson, H. J. (2023). Testing the validity of a self-report scale, author recognition test, and book counting as measures of lifetime exposure to print fiction. Behavior Research Methods, 55(1), 103-134. | link |
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| fielding_2018_party_ranking rankings · source = "rank" |
Survey ranking question: an imaginary alternative-vote ballot in the 2010 British Election Study, seven parties ranked. ONLY the UKIP and BNP positions are in the released extract; the other five parties are NA for every respondent because they were not released, not because the respondent stopped ranking. PRD converted the author's reverse-coded 0-6 ordinals to positions (rank = 7 - value, 0 -> NA). 5277 respondents, 2 ranked items, 6 rank positions used, 7178 rows. Only the UKIP and BNP positions were released, so the other five parties are NA for every respondent: the missingness is the release's, not the respondent's. One row per respondent x marked position; item = the option as the source prints it, resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Fielding, D. 2018. 'Traditions of Tolerance: The Long-Run Persistence of Regional Variation in Attitudes towards English Immigrants.' British Journal of Political Science 48(1). Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| figalova_2021_bdi | The Perceived Stress Scale: Reliability and Validity Study in the Czech Republic. IRW table figalova_2021_bdi: 347 respondents x 21 items, 7287 responses. (CC BY 4.0) Figalova, N.; Charvat, M. (2021). The Perceived Stress Scale: Reliability and Validity Study in the Czech Republic. Mendeley Data, V3. | link |
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| figalova_2021_pss | The Perceived Stress Scale: Reliability and Validity Study in the Czech Republic. IRW table figalova_2021_pss: 1725 respondents x 14 items, 24150 responses. (CC BY 4.0) Figalova, N.; Charvat, M. (2021). The Perceived Stress Scale: Reliability and Validity Study in the Czech Republic. Mendeley Data, V3. | link |
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| figalova_2021_stai_state | The Perceived Stress Scale: Reliability and Validity Study in the Czech Republic. IRW table figalova_2021_stai_state: 387 respondents x 20 items, 7740 responses. (CC BY 4.0) Figalova, N.; Charvat, M. (2021). The Perceived Stress Scale: Reliability and Validity Study in the Czech Republic. Mendeley Data, V3. | link |
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| figalova_2021_stai_trait | The Perceived Stress Scale: Reliability and Validity Study in the Czech Republic. IRW table figalova_2021_stai_trait: 387 respondents x 20 items, 7740 responses. (CC BY 4.0) Figalova, N.; Charvat, M. (2021). The Perceived Stress Scale: Reliability and Validity Study in the Czech Republic. Mendeley Data, V3. | link |
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| figueroaquinones_2026_jss4 | Jenkins Sleep Scale (4 items, coded 1-6), 1,215 Peruvian adults. (CC BY 4.0) Figueroa-Quiñones, J., Fernandini-Valenzuela, Cordova-Gutierrez, Vargas-Prado, & Aquije-Cardenas (2026). Psychometric properties of the Peruvian version of the Nordic Musculoskeletal Questionnaire (NMQ). BMC Musculoskeletal Disorders. https://doi.org/10.1186/s12891-026-10426-7 | link |
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| figueroaquinones_2026_nmq | Nordic Musculoskeletal Questionnaire: presence of symptoms in 9 body regions (yes/no), 1,215 Peruvian adults. (CC BY 4.0) Figueroa-Quiñones, J., Fernandini-Valenzuela, Cordova-Gutierrez, Vargas-Prado, & Aquije-Cardenas (2026). Psychometric properties of the Peruvian version of the Nordic Musculoskeletal Questionnaire (NMQ). BMC Musculoskeletal Disorders. https://doi.org/10.1186/s12891-026-10426-7 | link |
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| figueroaquinones_2026_phq4 | PHQ-4 (PHQ-2 depression + GAD-2 anxiety, 0-3), 1,215 Peruvian adults. (CC BY 4.0) Figueroa-Quiñones, J., Fernandini-Valenzuela, Cordova-Gutierrez, Vargas-Prado, & Aquije-Cardenas (2026). Psychometric properties of the Peruvian version of the Nordic Musculoskeletal Questionnaire (NMQ). BMC Musculoskeletal Disorders. https://doi.org/10.1186/s12891-026-10426-7 | link |
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| figure_skating | Judges scores for different aspects of international figure skaters' performances (2016-17 and 2017-18 seasons) (CC BY 4.0) Singer-Vine, J. & Templon, J. (2021). ISU Figure Skating Score Sheets as Structured Data [data set]. BuzzFeed News. https://github.com/BuzzFeedNews/figure-skating-scores | link |
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| fims_tam | Math items from FIMS study (Australian and Japanese students) (GPL-3.0) Robitzsch A, Kiefer T, Wu M (2022). TAM: Test Analysis Modules. R package version 4.1-4, https://CRAN.R-project.org/package=TAM. | link |
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| findrik_2026_bioplastic_packaging conjoint · source = "conj" |
German online respondents (November 2024, n = 869) made 12 purchase choices among 3 packages of cherry tomatoes (or none) varying packaging material (bioplastic or conventional), biodegradability, extra shelf life and packaging price, after random assignment to an information text about bioplastics or none. (CC BY 4.0) Findrik, E., & Meixner, O. (2026). Consumer acceptance of bioplastic food packaging: Anonymized data and research materials from a discrete choice experiment in Germany [Data set]. Zenodo. | link |
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| finseraas_2026_group_appeals_britain conjoint · source = "conj" |
British adults (YouGov, May 2023, n=2,001) chose between two fictional candidates varying in social traits, policy positions and working-class group appeals, 2 tasks; forced vote choice plus 1-7 ratings of representation and left-right placement. (CC0 1.0) Finseraas, H., Heath, O., Langsæther, P. E., & Smets, K. (2026). How group appeals shape group-party linkages in two political systems. The Journal of Politics, 88(3), 1264-1269. | link |
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| finseraas_2026_group_appeals_norway conjoint · source = "conj" |
Norwegian adults (Kantar, Jan-Feb 2022, n=3,171) chose between two fictional candidates varying in social traits, policy positions and working-class group appeals, 2 tasks; forced vote choice plus 1-7 ratings of representation and left-right placement. (CC0 1.0) Finseraas, H., Heath, O., Langsæther, P. E., & Smets, K. (2026). How group appeals shape group-party linkages in two political systems. The Journal of Politics, 88(3), 1264-1269. | link |
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| finseraas_2026_muslim_candidates conjoint · source = "conj" |
Candidate conjoint on anti-Muslim bias: 3,171 Norwegian adults (Verian panel; 629 first-stage baseline respondents plus 2,542 second-stage respondents randomized to five information arms) each chose between two candidates varying gender, age, occupation, family, experience and religion, plus party, policy or personal attributes by arm, in 6 tasks; forced choice. (CC0 1.0) Finseraas, H., & Heim, R. (2026). What drives voter bias against Muslim politicians? An experimental examination. Political Behavior. | link |
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| firstborn_personality | Data from a survey with personality items that correlate with being a firstborn child (CC BY-NC-SA 4.0) (2019). Development of the Firstborn Personality Scale [dataset and codebook]. http://openpsychometrics.org/_rawdata/FBPS-ValidationData.zip | link |
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| fischer_2018_eq5d5l | EQ-5D-5L descriptive system, 5 items, 1-5 (no problems-unable/extreme); N = 4,512 adults from Ipsos internet panels in the UK, France and Germany (about 1,500 each); cov_country, cov_gender, cov_age, cov_education, cov_income, cov_occupation, cov_household, cov_marital, cov_weight. (CC0 1.0) Fischer, F., Gibbons, C., Coste, J., Valderas, J. M., Rose, M., & Leplège, A. (2018). Measurement invariance and general population reference values of the PROMIS Profile 29 in the UK, France, and Germany. Quality of Life Research, 27(4), 999-1014. https://doi.org/10.1007/s11136-018-1785-8 | link |
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| fischer_2018_promis29_anxiety | PROMIS-29 v2 anxiety, 4 items, 1-5 (never-always); N = 4,512 adults from Ipsos internet panels in the UK, France and Germany (about 1,500 each); cov_country, cov_gender, cov_age, cov_education, cov_income, cov_occupation, cov_household, cov_marital, cov_weight. (CC0 1.0) Fischer, F., Gibbons, C., Coste, J., Valderas, J. M., Rose, M., & Leplège, A. (2018). Measurement invariance and general population reference values of the PROMIS Profile 29 in the UK, France, and Germany. Quality of Life Research, 27(4), 999-1014. https://doi.org/10.1007/s11136-018-1785-8 | link |
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| fischer_2018_promis29_depression | PROMIS-29 v2 depression, 4 items, 1-5 (never-always); N = 4,512 adults from Ipsos internet panels in the UK, France and Germany (about 1,500 each); cov_country, cov_gender, cov_age, cov_education, cov_income, cov_occupation, cov_household, cov_marital, cov_weight. (CC0 1.0) Fischer, F., Gibbons, C., Coste, J., Valderas, J. M., Rose, M., & Leplège, A. (2018). Measurement invariance and general population reference values of the PROMIS Profile 29 in the UK, France, and Germany. Quality of Life Research, 27(4), 999-1014. https://doi.org/10.1007/s11136-018-1785-8 | link |
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| fischer_2018_promis29_fatigue | PROMIS-29 v2 fatigue, 4 items, 1-5 (not at all-very much); N = 4,512 adults from Ipsos internet panels in the UK, France and Germany (about 1,500 each); cov_country, cov_gender, cov_age, cov_education, cov_income, cov_occupation, cov_household, cov_marital, cov_weight. (CC0 1.0) Fischer, F., Gibbons, C., Coste, J., Valderas, J. M., Rose, M., & Leplège, A. (2018). Measurement invariance and general population reference values of the PROMIS Profile 29 in the UK, France, and Germany. Quality of Life Research, 27(4), 999-1014. https://doi.org/10.1007/s11136-018-1785-8 | link |
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| fischer_2018_promis29_pain | PROMIS-29 v2 pain interference, 4 items, 1-5 (not at all-very much); N = 4,512 adults from Ipsos internet panels in the UK, France and Germany (about 1,500 each); cov_country, cov_gender, cov_age, cov_education, cov_income, cov_occupation, cov_household, cov_marital, cov_weight. (CC0 1.0) Fischer, F., Gibbons, C., Coste, J., Valderas, J. M., Rose, M., & Leplège, A. (2018). Measurement invariance and general population reference values of the PROMIS Profile 29 in the UK, France, and Germany. Quality of Life Research, 27(4), 999-1014. https://doi.org/10.1007/s11136-018-1785-8 | link |
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| fischer_2018_promis29_physfunc | PROMIS-29 v2 physical function, 4 items (PFA11, PFA21, PFA23, PFA53), 1-5, stored as PROMIS scores (5 = without any difficulty); N = 4,512 adults from Ipsos internet panels in the UK, France and Germany (about 1,500 each); cov_country, cov_gender, cov_age, cov_education, cov_income, cov_occupation, cov_household, cov_marital, cov_weight. (CC0 1.0) Fischer, F., Gibbons, C., Coste, J., Valderas, J. M., Rose, M., & Leplège, A. (2018). Measurement invariance and general population reference values of the PROMIS Profile 29 in the UK, France, and Germany. Quality of Life Research, 27(4), 999-1014. https://doi.org/10.1007/s11136-018-1785-8 | link |
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| fischer_2018_promis29_sleep | PROMIS-29 v2 sleep disturbance, 4 items, 1-5, higher = more disturbance (two positively worded items stored reversed); N = 4,512 adults from Ipsos internet panels in the UK, France and Germany (about 1,500 each); cov_country, cov_gender, cov_age, cov_education, cov_income, cov_occupation, cov_household, cov_marital, cov_weight. (CC0 1.0) Fischer, F., Gibbons, C., Coste, J., Valderas, J. M., Rose, M., & Leplège, A. (2018). Measurement invariance and general population reference values of the PROMIS Profile 29 in the UK, France, and Germany. Quality of Life Research, 27(4), 999-1014. https://doi.org/10.1007/s11136-018-1785-8 | link |
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| fischer_2018_promis29_social | PROMIS-29 v2 ability to participate in social roles and activities, 4 items, 1-5 (never-always having trouble); N = 4,512 adults from Ipsos internet panels in the UK, France and Germany (about 1,500 each); cov_country, cov_gender, cov_age, cov_education, cov_income, cov_occupation, cov_household, cov_marital, cov_weight. (CC0 1.0) Fischer, F., Gibbons, C., Coste, J., Valderas, J. M., Rose, M., & Leplège, A. (2018). Measurement invariance and general population reference values of the PROMIS Profile 29 in the UK, France, and Germany. Quality of Life Research, 27(4), 999-1014. https://doi.org/10.1007/s11136-018-1785-8 | link |
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| fischer_2024_error_handling conjoint · source = "conj" |
German civil servants (online survey, n=276) read a vignette about a municipal employee (Frau or Herr Müller, randomized between subjects) who overlooked a tender quote and chose between two options in 4 of 18 fixed choice sets; each option combined error type, party aggrieved and error magnitude with the employee's response (reporting vs hiding, correcting vs ignoring). (CC BY 4.0) Fischer, C., & Weißmüller, K. S. (2024). What determines civil servants' error response? Evidence from a conjoint experiment. American Review of Public Administration, 54(8), 747-770. | link |
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| fisher_2019_belonging | 2-item sense-of-belonging scale (feel accepted / feel insignificant in STEM settings; 1-6) from a survey of underrepresented minority and women STEM PhD students (CC BY 4.0) Fisher AJ, Mendoza-Denton R, Patt C, Young I, Eppig A, Garrell RL, et al. (2019) Structure and belonging: Pathways to success for underrepresented minority and women PhD students in STEM fields. PLoS ONE. | link |
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| fisher_2019_preparedness | 2-item perceived academic preparedness scale (relative to peers in grad coursework / advanced undergrad coursework; 1-3) from the same survey of STEM PhD students (CC BY 4.0) Fisher AJ, Mendoza-Denton R, Patt C, Young I, Eppig A, Garrell RL, et al. (2019) Structure and belonging: Pathways to success for underrepresented minority and women PhD students in STEM fields. PLoS ONE. | link |
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| fisher_2019_structure | 2-item perceived departmental structure scale (appropriateness of academic expectations / performance standards; 1-7) from the same survey of STEM PhD students (CC BY 4.0) Fisher AJ, Mendoza-Denton R, Patt C, Young I, Eppig A, Garrell RL, et al. (2019) Structure and belonging: Pathways to success for underrepresented minority and women PhD students in STEM fields. PLoS ONE. | link |
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| fisher_temperment | Data from an online version of the Fisher Temperment Inventory, which is a measure of personality based on the idea that behavior is influenced by the dominance of neurotransmitters in the brain. (CC BY 4.0) Brown, LL., Acevedo, B., Fisher, HE. Fisher Temperament Inventory [dataset and codebook]. http://openpsychometrics.org/_rawdata/FTI-data.zip///Brown LL, Acevedo B, Fisher HE (2013). Neural Correlates of Four Broad Temperament Dimensions: Testing Predictions for a Novel Construct of Personality. PLoS ONE 8(11): e78734. | link |
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| fitriana_2022_hapwork_efa | Happiness at Work Scale, EFA sample, 31 items, 1-5 Likert, N=105 (CC BY 4.0) Fitriana, N., & Hutagalung, F. D. (2022). Happiness at work: A cross-cultural validation of happiness at work scale. PLOS ONE. | link |
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| fitriana_2022_hapwork_field | Happiness at Work Scale, field study sample (18-item final scale), 1-5 Likert, N=370 (CC BY 4.0) Fitriana, N., & Hutagalung, F. D. (2022). Happiness at work: A cross-cultural validation of happiness at work scale. PLOS ONE. | link |
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| fitz_2024_numeracy | Objective numeracy battery, 11 binary-scored items, US survey respondents; resp_raw carries the original free-text answer. 30,722 responses from 2,806 respondents on 11 items. (CC BY 4.0) Fitz EB, Stecuła DA, Hitt MP, Saunders KL (2024). Objective numeracy exacerbates framing effects from decision-making under political risk. Scientific reports, 14, 10473. https://doi.org/10.1038/s41598-024-61099-y | link |
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| fitz_2024_numeracy_nom nominal · source = "nom" |
Nominal companion of fitz_2024_numeracy: objective numeracy battery, 11 items, US survey respondents; text is the free-text answer as typed (option number for numeracy4/numeracy5), resp the published scoring. 30,722 responses from 2,806 respondents. (CC BY 4.0) Fitz EB, Stecuła DA, Hitt MP, Saunders KL (2024). Objective numeracy exacerbates framing effects from decision-making under political risk. Scientific reports, 14, 10473. https://doi.org/10.1038/s41598-024-61099-y | link |
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| fitz_2024_polknow | Political knowledge battery, 6 binary items, US survey respondents. 16,815 responses from 2,807 respondents on 6 items. (CC BY 4.0) Fitz EB, Stecuła DA, Hitt MP, Saunders KL (2024). Objective numeracy exacerbates framing effects from decision-making under political risk. Scientific reports, 14, 10473. https://doi.org/10.1038/s41598-024-61099-y | link |
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| fivethirtyeight_nba_1946_2023 competitions · source = "comp" |
NBA (and BAA) games 1946-47 to 2022-23 incl. playoffs (73,363 games, 102 teams); agent_a = home, homefield blank for 207 neutral-site games incl. the 2020 bubble (CC BY 4.0) FiveThirtyEight. NBA Elo game file (nba_elo.csv) [Data set]. Internet Archive capture of 2025-03-06. | link |
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| fivethirtyeight_nfl_1920_2023 competitions · source = "comp" |
NFL games 1920 to 2022 seasons incl. playoffs (17,379 games, 123 teams); agent_a = home, homefield blank for 102 neutral-site games; 319 ties (CC BY 4.0) FiveThirtyEight. NFL Elo game file (nfl_elo.csv) [Data set]. Internet Archive capture of 2025-03-06. | link |
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| fivethirtyeight_nhl_1917_2023 competitions · source = "comp" |
NHL games 1917-18 to 2022-23 incl. playoffs (66,118 games, 40 teams); agent_a = home, homefield blank for 291 neutral-site games; shootout goal counted in score; pre-2005 ties kept as draws (CC BY 4.0) FiveThirtyEight. NHL Elo game file (nhl_elo.csv) [Data set]. Internet Archive capture of 2025-03-06. | link |
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| fivethirtyeight_soccer_2016_2023 competitions · source = "comp" |
Club soccer matches 2016-07 to 2023-12 across 40 leagues and cups incl. NWSL and FA WSL (66,909 matches, 888 clubs); agent_a = home; xG where available (CC BY 4.0) FiveThirtyEight. Club soccer predictions match file (spi_matches.csv) [Data set]. Internet Archive capture of 2025-03-06. | link |
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| flegr_2021_pss | Perceived Stress Scale (PSS-10), 10 items, 1-5, raw (items 4, 5, 7, 8 not reversed). 769 of 776 Czech/Slovak online volunteers, 2018-2021, 614 Toxoplasma-free and 162 infected. Covariates: age, sex code, education code, toxoplasmosis status, Rh code, self-rated physical and mental conditions. (CC BY 4.0) Flegr, J. (2021). Data for the study "Latent toxoplasmosis is associated with a higher level of perceived stress in men but not women, is not associated with anxiety and is associated with worse mental health". figshare. https://doi.org/10.6084/m9.figshare.14651490.v1 | link |
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| flegr_2021_stai_trait | State-Trait Anxiety Inventory form X-2 (trait anxiety), 20 items, 1-4, raw (items 1, 6, 7, 10, 13, 16, 19 not reversed). 776 Czech/Slovak online volunteers, 2018-2021, 614 Toxoplasma-free and 162 infected. Covariates: age, sex code, education code, toxoplasmosis status, Rh code, self-rated physical and mental conditions. (CC BY 4.0) Flegr, J. (2021). Data for the study "Latent toxoplasmosis is associated with a higher level of perceived stress in men but not women, is not associated with anxiety and is associated with worse mental health". figshare. https://doi.org/10.6084/m9.figshare.14651490.v1 | link |
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| flores_2025_gasoline_brands conjoint · source = "conj" |
Drivers in the Monterrey metropolitan area (Mexico) rated 12 hypothetical gas-station visits each, described by brand, waiting time and the prices of 87- and 91-octane gasoline. 270 respondents, 3,013 single-profile ratings on a 1-10 scale. (CC BY 4.0) Flores, D., & Arteaga, J. C. (2025). Conjoint gasoline data [Data set]. Mendeley Data. | link |
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| floreskanter_2021_cerq | Cognitive Emotion Regulation Questionnaire (CERQ), 36 items on a 1-5 frequency scale, large Argentinean sample. 247,932 responses from 6,887 respondents on 36 items. (CC BY 4.0) Flores Kanter, P. E., & Medrano, L. A. (2021). Data for internal structure of the Cognitive Emotion Regulation Questionnaire (CERQ): CFA and ESEM analysis in a large Argentinean sample [Data set]. Mendeley Data. https://doi.org/10.17632/48y8tkf5wh | link |
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| floresmacias_2022_militarization conjoint · source = "conj" |
1,205 Mexican respondents each saw one pair of photographs of security personnel varying in uniform (police/military), weapon, gender and skin colour; outcomes are a forced choice of who is more effective and four 0-1 ratings (effectiveness, civil liberties, corruption, acceptance in own neighbourhood). (CC0 1.0) Flores-Macías, G., & Zarkin, J. (2022). Militarization and perceptions of law enforcement in the developing world: Evidence from a conjoint experiment in Mexico. British Journal of Political Science, 52(3), 1377-1397. | link |
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| florida_twins_auth | The Book Authors measure assesses a child's recognition of real authors and determines whether their knowledge comes from reading the authors' work. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_behavior_cads | The Child and Adolescent Dispositions Scale (CADS) assesses temperament and personality traits, such as Prosociality (including facets like Sympathy, Respect for Rules, and Sociability), Negative Emotionality, and Daring. (CC BY 4.0) Schatschneider, C., Lonigan, C., & Taylor, J. E. (2021). Behavior and Environment Survey Codebook. LDbase. http://ldbase.org/documents/c4669c5b-9853-45be-a33f-9dff7102de20 | link |
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| florida_twins_behavior_cadsyv | The Child and Adolescent Dispositions Scale Youth Version (CADSYV) assesses temperament and personality traits, including dimensions such as Prosociality (with facets like Sympathy, Respect for Rules, and Sociability), Negative Emotionality, and Daring. (CC BY 4.0) Schatschneider, C., Lonigan, C., & Taylor, J. E. (2021). Behavior and Environment Survey Codebook. LDbase. http://ldbase.org/documents/c4669c5b-9853-45be-a33f-9dff7102de20 | link |
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| florida_twins_behavior_ecs | The Effortful Control Scale (ECS) evaluates traits related to impulsivity and behavioral regulation. (CC BY 4.0) Schatschneider, C., Lonigan, C., & Taylor, J. E. (2021). Behavior and Environment Survey Codebook. LDbase. http://ldbase.org/documents/c4669c5b-9853-45be-a33f-9dff7102de20 | link |
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| florida_twins_behavior_friends | Friends scale evaluates both positive and negative characteristics of peer relationships. (CC BY 4.0) Schatschneider, C., Lonigan, C., & Taylor, J. E. (2021). Behavior and Environment Survey Codebook. LDbase. http://ldbase.org/documents/c4669c5b-9853-45be-a33f-9dff7102de20 | link |
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| florida_twins_behavior_panas | Positive and Negative Affect Scale (PANAS) measures the trait levels of both positive and negative emotional states. (CC BY 4.0) Schatschneider, C., Lonigan, C., & Taylor, J. E. (2021). Behavior and Environment Survey Codebook. LDbase. http://ldbase.org/documents/c4669c5b-9853-45be-a33f-9dff7102de20 | link |
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| florida_twins_behavior_rcads | The Revised Child Anxiety and Depression Scale (RCADS) is a clinical tool used to assess dimensions of anxiety and depression. (CC BY 4.0) Schatschneider, C., Lonigan, C., & Taylor, J. E. (2021). Behavior and Environment Survey Codebook. LDbase. http://ldbase.org/documents/c4669c5b-9853-45be-a33f-9dff7102de20 | link |
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| florida_twins_behavior_tas | The Test Attitude Survey measures levels of test anxiety. (CC BY 4.0) Schatschneider, C., Lonigan, C., & Taylor, J. E. (2021). Behavior and Environment Survey Codebook. LDbase. http://ldbase.org/documents/c4669c5b-9853-45be-a33f-9dff7102de20 | link |
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| florida_twins_cads | The Child and Adolescent Dispositions Scale (CADS) assesses temperament and personality traits, including dimensions such as Prosociality (with facets like Sympathy, Respect for Rules, and Sociability), Negative Emotionality, and Daring. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_chaos | CHAOS scale (About My Home) assesses the home environment, specifically measuring the degree to which it is chaotic or structured and routine. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_class | Class Time scale examines how teachers interact with and treat their students. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_dbi | Disruptive Behaviors Inventory (DBI) is a checklist/endorsement of behavioral problems related to reckless behavior, conduct problems, or anti-social behaviors. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_dweck | DWECK scale evaluates a child's implicit ideas about intelligence. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_friends | Friends scale evaluates both positive and negative characteristics of peer relationships. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_game | Part of "Homework and Free Time" measure which assesses student’s preferred and projected future occupation and education level, use of technology and social media, parental monitoring of technology and media use. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_grades | Grades captures letter grades achieved in various school subjects. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_grit | GRIT scale assesses perseverance and passion for achieving long-term goals. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_hwk | Part of "Homework and Free Time" measure which assesses student’s preferred and projected future occupation and education level, use of technology and social media, parental monitoring of technology and media use. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_leq | Life Events Questionnaire (LEQ) captures stressful life events (both positive and negative valences) occurring within the past year with ratings for frequency and perceived level of stress associated with the event. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_media | Part of "Homework and Free Time" measure which assesses student’s preferred and projected future occupation and education level, use of technology and social media, parental monitoring of technology and media use. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_nes | The Neighborhood Environment Scale evaluates the safety and perceived danger of the home neighborhood. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_pals | Patterns of Adaptive Learning Scales (PALS) assess students' perceptions of achievement goals and approaches set by parents, teachers, and classrooms, as well as any dissonance between home and school environments. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_panas | Positive and Negative Affect Scale (PANAS) measures the trait levels of both positive and negative emotional states. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_par | My Parents scale evaluates the level of support and involvement provided by parents in the child’s life. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_read | "How do you feel about reading?" measures interest and enjoyment in reading. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_sch | "What My School is Like?" evaluates students' perceptions of their school environment. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| florida_twins_tech | Part of "Homework and Free Time" measure which assesses student’s preferred and projected future occupation and education level, use of technology and social media, parental monitoring of technology and media use. (CC BY 4.0) Hart, S. A., Schatschneider, C., & Taylor, J. E. (2021). Wave 1, Wave 2, Wave 3 Child Survey Measures. LDbase. https://doi.org/10.33009/ldbase.1624481381.d9ec | link |
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| folke_2022_harassment_job_choice conjoint · source = "conj" |
Paired job-choice conjoint on sexual harassment: 3,925 employed Swedes (Swedish Citizen Panel, January 2020) chose between two job offers in 3 tasks varying wage, skill development, schedule flexibility and work environment (including three sexual-harassment vignettes whose victim sex depended on the respondent's workplace sex composition). (CC0 1.0) Folke, O., & Rickne, J. (2022). Sexual harassment and gender inequality in the labor market. The Quarterly Journal of Economics, 137(4), 2163-2212. | link |
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| fomonegativeaffect_cremer_2026_fomo | Fear of Missing Out (FOMO): Measures the cognitive and behavioral aspects of anxiety regarding missing out on rewarding social experiences. Includes persistent desire to be connected and worries about social exclusion. (CC BY 4.0) Elhai, J. D., & Casale, S. (2026). Is fear of missing out (FOMO) differentially related to underlying dimensions of negative affectivity? Analyzing latent factors of rumination, depression, and negative affect. Anxiety, Stress, & Coping, 1–13. https://doi.org/10.1080/10615806.2026.2624434 | link |
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| fomonegativeaffect_cremer_2026_panas | Measures negative affectivity using PANAS negative affect items, divided into fear (6 items) and distress (4 items) subfactors. Reflects general emotional distress and anxiety. (CC BY 4.0) Elhai, J. D., & Casale, S. (2026). Is fear of missing out (FOMO) differentially related to underlying dimensions of negative affectivity? Analyzing latent factors of rumination, depression, and negative affect. Anxiety, Stress, & Coping, 1–13. https://doi.org/10.1080/10615806.2026.2624434 | link |
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| fomonegativeaffect_cremer_2026_phq | Assesses depression symptoms over the past two weeks, with separate scoring for somatic (3 items) and cognitive/affective (6 items) dimensions. (CC BY 4.0) Elhai, J. D., & Casale, S. (2026). Is fear of missing out (FOMO) differentially related to underlying dimensions of negative affectivity? Analyzing latent factors of rumination, depression, and negative affect. Anxiety, Stress, & Coping, 1–13. https://doi.org/10.1080/10615806.2026.2624434 | link |
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| fomonegativeaffect_cremer_2026_rrs | Measures repetitive negative thinking with two subfactors: brooding (maladaptive moody pondering) and reflection (analytical self-introspection). (CC BY 4.0) Elhai, J. D., & Casale, S. (2026). Is fear of missing out (FOMO) differentially related to underlying dimensions of negative affectivity? Analyzing latent factors of rumination, depression, and negative affect. Anxiety, Stress, & Coping, 1–13. https://doi.org/10.1080/10615806.2026.2624434 | link |
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| fong_2023_hads | Hospital Anxiety and Depression Scale, 14 items on a 4-point format stored 1-4 (unreversed). Hong Kong community-dwelling stroke survivors aged 18-64 (Chinese administration). N=184. (CC BY 4.0) Fong TCT, Lo TLT, Ho RTH (2023). Psychometric properties of the 12-item Stroke-Specific Quality of Life Scale among stroke survivors in Hong Kong. Scientific Reports, 13, 1510. https://doi.org/10.1038/s41598-023-28636-7 | link |
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| fong_2023_rses | Rosenberg Self-Esteem Scale, 10 items, 1 (disagree very much) to 4 (agree very much), unreversed. Hong Kong community-dwelling stroke survivors aged 18-64 (Chinese administration). N=181. (CC BY 4.0) Fong TCT, Lo TLT, Ho RTH (2023). Psychometric properties of the 12-item Stroke-Specific Quality of Life Scale among stroke survivors in Hong Kong. Scientific Reports, 13, 1510. https://doi.org/10.1038/s41598-023-28636-7 | link |
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| fong_2023_sf12 | SF-12 Health Survey, 12 items on their native formats (1-5, 1-3, 0/1, 1-6). Hong Kong community-dwelling stroke survivors aged 18-64 (Chinese administration). N=184. (CC BY 4.0) Fong TCT, Lo TLT, Ho RTH (2023). Psychometric properties of the 12-item Stroke-Specific Quality of Life Scale among stroke survivors in Hong Kong. Scientific Reports, 13, 1510. https://doi.org/10.1038/s41598-023-28636-7 | link |
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| fong_2023_shs | State Hope Scale, 6 items, 1 (definitely false) to 8 (definitely true). Hong Kong community-dwelling stroke survivors aged 18-64 (Chinese administration). N=184. (CC BY 4.0) Fong TCT, Lo TLT, Ho RTH (2023). Psychometric properties of the 12-item Stroke-Specific Quality of Life Scale among stroke survivors in Hong Kong. Scientific Reports, 13, 1510. https://doi.org/10.1038/s41598-023-28636-7 | link |
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| fong_2023_ssqol12 | 12-item Stroke-Specific Quality of Life Scale (SSQOL-12, Chinese), 1 (agree completely) to 5 (disagree completely); baseline and 2-month follow-up (wave 1/2). Hong Kong community-dwelling stroke survivors aged 18-64 (Chinese administration). N=184 (148 at follow-up). (CC BY 4.0) Fong TCT, Lo TLT, Ho RTH (2023). Psychometric properties of the 12-item Stroke-Specific Quality of Life Scale among stroke survivors in Hong Kong. Scientific Reports, 13, 1510. https://doi.org/10.1038/s41598-023-28636-7 | link |
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| footballcharts_2023_2026 competitions · source = "comp" |
League football matches 2023-02-17 to 2026-07-05, 92 league competitions in 42 countries incl. 4 women's leagues (76,988 matches, 1,818 clubs); agent_a = home side, homefield "agent_a" throughout (league matches only, so no neutral-site flag); half-time scores and the minute of every goal on 92.3% of rows. (CC BY 4.0) Devetak, D. (2026). Football Match Results and Goal Timing, 92 Leagues (2023-2026) (Version 2026.10) [Data set]. Zenodo. | link |
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| footbayes_england competitions · source = "comp" |
Top 4 England tiers from 1888/89 season to 2021/22 season. (GPL-2.0) NA | link |
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| footbayes_italy competitions · source = "comp" |
Top tier in Italy from 1934/35 season to 2021/22 season. (GPL-2.0) NA | link |
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| forrest_2021_family_belonging_child | PROMIS Pediatric Family Relationships: Family Belonging item bank, child self-report edition; 1845 respondents, 55 items, 100992 responses (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_family_belonging_proxy | PROMIS Pediatric Family Relationships: Family Belonging item bank, parent-proxy report edition; 960 respondents, 55 items, 52729 responses (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_family_involve_child | PROMIS Pediatric Family Relationships: Parental Involvement item bank, child self-report edition; 1845 respondents, 58 items, 106722 responses (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_family_involve_proxy | PROMIS Pediatric Family Relationships: Parental Involvement item bank, parent-proxy report edition; 958 respondents, 58 items, 55451 responses (CC0 1.0) Bevans, K. B., Riley, A. W., Landgraf, J. M., Carle, A. C., Teneralli, R. E., Fiese, B. H., ... & Forrest, C. B. (2017). Children’s family experiences: development of the PROMIS pediatric family relationships measures. Quality of Life Research, 26(11), 3011-3023. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_global_health_child | PROMIS Pediatric Global Health item pool (source of the PGH-7), child self-report edition; 3635 respondents, 18 items, 63266 responses (CC0 1.0) Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_global_health_proxy | PROMIS Pediatric Global Health item pool (source of the PGH-7), parent-proxy report edition; 1807 respondents, 21 items, 35215 responses (CC0 1.0) Forrest, C. B., Bevans, K. B., Pratiwadi, R., Moon, J., Teneralli, R. E., Minton, J. M., & Tucker, C. A. (2014). Development of the PROMIS pediatric global health (PGH-7) measure. Quality of Life Research, 23(4), 1221-1231. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_life_satisfaction_child | PROMIS Pediatric Life Satisfaction item bank, child self-report edition; 1992 respondents, 56 items, 110919 responses (CC0 1.0) Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_life_satisfaction_proxy | PROMIS Pediatric Life Satisfaction item bank, parent-proxy report edition; 963 respondents, 56 items, 53813 responses (CC0 1.0) Forrest, C. B., Devine, J., Bevans, K. B., Becker, B. D., Carle, A. C., Teneralli, R. E., ... & Ravens-Sieberer, U. (2018). Development and psychometric evaluation of the PROMIS Pediatric Life Satisfaction item banks, child-report, and parent-proxy editions. Quality of Life Research, 27(1), 217-234. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_meaning_purpose_child | PROMIS Pediatric Meaning and Purpose item bank, child self-report edition; 1895 respondents, 55 items, 103917 responses (CC0 1.0) Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_meaning_purpose_proxy | PROMIS Pediatric Meaning and Purpose item bank, parent-proxy report edition; 926 respondents, 55 items, 50815 responses (CC0 1.0) Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_phys_activity_child | PROMIS Pediatric Physical Activity item bank, child self-report edition; 2011 respondents, 79 items, 156674 responses (CC0 1.0) Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy, 100(8), 1393-1410. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_phys_activity_proxy | PROMIS Pediatric Physical Activity item bank, parent-proxy report edition; 1032 respondents, 79 items, 80453 responses (CC0 1.0) Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy, 100(8), 1393-1410. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_phys_stress_child | PROMIS Pediatric Physical Stress Experiences item bank, child self-report edition; 1843 respondents, 43 items, 78993 responses (CC0 1.0) Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS pediatric psychological and physical stress experiences measures. Journal of Pediatric Psychology, 43(6), 678-692. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_phys_stress_proxy | PROMIS Pediatric Physical Stress Experiences item bank, parent-proxy report edition; 924 respondents, 43 items, 39593 responses (CC0 1.0) Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS pediatric psychological and physical stress experiences measures. Journal of Pediatric Psychology, 43(6), 678-692. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_positive_affect_child | PROMIS Pediatric Positive Affect item bank, child self-report edition; 1869 respondents, 53 items, 98136 responses (CC0 1.0) Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS pediatric positive affect item bank, child-report and parent-proxy editions. Journal of Happiness Studies, 19(3), 699-718. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_positive_affect_proxy | PROMIS Pediatric Positive Affect item bank, parent-proxy report edition; 909 respondents, 53 items, 48060 responses (CC0 1.0) Forrest, C. B., Ravens-Sieberer, U., Devine, J., Becker, B. D., Teneralli, R. E., Moon, J., ... & Bevans, K. B. (2018). Development and evaluation of the PROMIS pediatric positive affect item bank, child-report and parent-proxy editions. Journal of Happiness Studies, 19(3), 699-718. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_psych_stress_child | PROMIS Pediatric Psychological Stress Experiences item bank, child self-report edition; 1874 respondents, 64 items, 119484 responses (CC0 1.0) Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS pediatric psychological and physical stress experiences measures. Journal of Pediatric Psychology, 43(6), 678-692. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_psych_stress_proxy | PROMIS Pediatric Psychological Stress Experiences item bank, parent-proxy report edition; 913 respondents, 64 items, 58202 responses (CC0 1.0) Bevans, K. B., Gardner, W., Pajer, K. A., Becker, B., Carle, A., Tucker, C. A., & Forrest, C. B. (2018). Psychometric evaluation of the PROMIS pediatric psychological and physical stress experiences measures. Journal of Pediatric Psychology, 43(6), 678-692. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_strength_child | PROMIS Pediatric Strength Impact item bank, child self-report edition; 1824 respondents, 25 items, 45515 responses (CC0 1.0) Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy, 100(8), 1393-1410. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forrest_2021_strength_proxy | PROMIS Pediatric Strength Impact item bank, parent-proxy report edition; 917 respondents, 25 items, 22884 responses (CC0 1.0) Tucker, C. A., Bevans, K. B., Becker, B. D., Teneralli, R., & Forrest, C. B. (2020). Development of the PROMIS Pediatric Physical Activity Item Banks. Physical Therapy, 100(8), 1393-1410. Forrest, Christopher, 2021, "PROMIS Pediatric Measure Evaluation", https://doi.org/10.7910/DVN/QOO7QX, Harvard Dataverse, V1 | link |
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| forster_2024_hiring_vignettes conjoint · source = "conj" |
480 German recruiters (firms that had received one of the authors' field-experiment applications, 2022) each rated 8 fictitious apprenticeship applicants presented as application documents, varying gender, Turkish vs German name, education, field of study, parental SES and school grades; outcomes are a 0-100% invitation likelihood and a final yes/no invitation per applicant. (CC BY 4.0) Forster, A. G., & Neugebauer, M. (2024). Factorial survey experiments to predict real-world behavior: A cautionary tale from hiring studies. Sociological Science, 11, 886-906. | link |
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| forthmann-2024-cleverness_ratings | Cleverness ratings from 5 raters for three objects (paperclip, garbagebag, rope) in an Alternate Uses Task. (CC BY 4.0) Forthmann, Boris, and Nils Myszkowski. 2024. “Analysis of a Divergent Thinking Dataset.” OSF. April 22. osf.io/a9qnc. | link |
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| forthmann-2024-creative_quality | Creative quality ratings from 3 raters for individual creative ideas generated in the Alternate Uses Task. (CC BY 4.0) Forthmann, Boris, and Nils Myszkowski. 2024. “Analysis of a Divergent Thinking Dataset.” OSF. April 22. osf.io/a9qnc. | link |
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| forycka_2022_mbi_gss | 16-item Maslach Burnout Inventory-General Survey for Students (MBI-GS(S), 0-6 scale), from a survey of N=1395 Polish medical students during the COVID-19 pandemic. (CC BY 4.0) Forycka J, Pawłowicz-Szlarska E, Burczyńska A, Cegielska N, Harendarz K, Nowicki M (2022) Polish medical students facing the pandemic—Assessment of resilience, well-being and burnout in the COVID-19 era. PLoS ONE. | link |
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| forycka_2022_mswbi | 7-item Medical Students' Well-Being Index (MSWBI, dichotomous 0/1 items, originally Polish "Tak"/"Nie"), from a survey of N=1361 Polish medical students during the COVID-19 pandemic. (CC BY 4.0) Forycka J, Pawłowicz-Szlarska E, Burczyńska A, Cegielska N, Harendarz K, Nowicki M (2022) Polish medical students facing the pandemic—Assessment of resilience, well-being and burnout in the COVID-19 era. PLoS ONE. | link |
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| forycka_2022_rs14 | 14-item Resilience Scale-14 (RS-14, 1-7 scale), from a survey of N=1075 Polish medical students during the COVID-19 pandemic. (CC BY 4.0) Forycka J, Pawłowicz-Szlarska E, Burczyńska A, Cegielska N, Harendarz K, Nowicki M (2022) Polish medical students facing the pandemic—Assessment of resilience, well-being and burnout in the COVID-19 era. PLoS ONE. | link |
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| foundationalassist_worden_2026 | 3,359-item performance-based Math Problem-Solving Accuracy item bank (first-attempt, unassisted), middle-school students on ASSISTments, N=5,000 (CC BY-NC 4.0) Worden, E., Heffernan, C., Heffernan, N., & Sonkar, S. (2026). FoundationalASSIST: An Educational Dataset for Foundational Knowledge Tracing and Pedagogical Grounding of LLMs. arXiv preprint arXiv:2602.00070 | link |
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| fowler_2026_pev_charger_purchase conjoint · source = "conj" |
Discrete choice experiment with 769 Belgian drivers choosing between two hypothetical home electric-vehicle chargers that differ in smart-charging control, solar charging, two-way charging, peak-use management, annual bill reward and price, or keeping their current charger. 8 tasks each, choice with an opt-out. (CC BY 4.0) Fowler, B., van Passel, S., & Lizin, S. (2026). From purchase to participation: Sequential choice experiments on PEV smart-charging [Manuscript submitted to Utilities Policy; replication data and code]. Mendeley Data. | link |
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| fowler_2026_pev_charger_service conjoint · source = "conj" |
Second experiment of a sequential design: the same 769 Belgian EV drivers chose between two smart-charging service agreements (minimum battery level, portable power bank, emergency roadside assistance, charging data security, monthly fee) or no agreement. 4 tasks each, choice with an opt-out. (CC BY 4.0) Fowler, B., van Passel, S., & Lizin, S. (2026). From purchase to participation: Sequential choice experiments on PEV smart-charging [Manuscript submitted to Utilities Policy; replication data and code]. Mendeley Data. | link |
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| fox_2023_bct | Belief in 15 specific conspiracy theories, 1-5; N = 1,581 adults in Australia and New Zealand across two online studies (2021); cov_study, cov_age, cov_gender, cov_education, cov_political, cov_country. (CC BY 4.0) Fox, N., & Williams, M. N. (2024). Do stress and anxiety lead to belief in conspiracy theories? Routledge Open Research, 2:30. https://doi.org/10.12688/routledgeopenres.17925.2 | link |
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| fox_2023_gad7 | GAD-7, 7 items, 0-3; N = 1,580 adults in Australia and New Zealand across two online studies; cov_study, cov_age, cov_gender, cov_education, cov_political, cov_country. (CC BY 4.0) Fox, N., & Williams, M. N. (2024). Do stress and anxiety lead to belief in conspiracy theories? Routledge Open Research, 2:30. https://doi.org/10.12688/routledgeopenres.17925.2 | link |
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| fox_2023_pss10 | Perceived Stress Scale, 10 items, 0-4; N = 1,580 adults in Australia and New Zealand across two online studies; cov_study, cov_age, cov_gender, cov_education, cov_political, cov_country. (CC BY 4.0) Fox, N., & Williams, M. N. (2024). Do stress and anxiety lead to belief in conspiracy theories? Routledge Open Research, 2:30. https://doi.org/10.12688/routledgeopenres.17925.2 | link |
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| frac20 | Data from fraction subtraction problems. (GPL-3.0) Tatsuoka, C. (2002). Data analytic methods for latent partially ordered classification models. Journal of the Royal Statistical Society: Series C (Applied Statistics), 51(3), 337-350. | link |
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| fractals_rating | Responses related to abstract fractals (CC BY 4.0) Ovalle-Fresa, R., Di Pietro, S. V., Reber, T. P., Balbi, E., & Rothen, N. (2022). Standardized database of 400 complex abstract fractals. Behavior Research Methods, 54(5), 2302-2317. | link |
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| fraijo_2022_mslq | Academic motivation and learning strategies: Dataset in a public university sample. IRW table fraijo_2022_mslq: 347 respondents x 81 items, 28107 responses. (CC BY 4.0) Fraijo, J.; Norzagaray, C. (2022). Academic motivation and learning strategies: Dataset in a public university sample. Mendeley Data, V2. | link |
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| franchino_2015_candidate_valence conjoint · source = "conj" |
University of Milan students (2012 and 2013 waves, n=405) each chose which of two hypothetical candidates they would vote for in a fixed set of 27 pairs shown in random order; candidates varied in education, income, corruption record, and positions on taxes/social services and same-sex couples' rights (Italian text). (CC0 1.0) Franchino, F., & Zucchini, F. (2015). Voting in a multidimensional space: A conjoint analysis employing valence and ideology attributes of candidates. Political Science Research and Methods, 3(2), 221-241. | link |
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| franchino_2017_economic_policy conjoint · source = "conj" |
Italian adults (n = 3,026) chose between pairs of economic policy programs varying unemployment and inflation targets, national tax and social services, the euro, and European oversight and social-service provision (2 pairs), and rated each program from strongly against to strongly for. (CC BY 4.0) Franchino, F., & Segatti, P. (2019). Public opinion on the Eurozone fiscal union: evidence from survey experiments in Italy. Journal of European Public Policy, 26(1), 126-148. | link |
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| franchino_2017_fiscal_union conjoint · source = "conj" |
Italian adults (n = 3,118) chose between pairs of Eurozone fiscal union schemes varying tax rate, tax type, spending destination and type, and spending and auditing institutions (2 pairs), and rated each scheme from strongly against to strongly for. (CC BY 4.0) Franchino, F., & Segatti, P. (2019). Public opinion on the Eurozone fiscal union: evidence from survey experiments in Italy. Journal of European Public Policy, 26(1), 126-148. | link |
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| franco_2024_unfolding | Measures of beliefs about the intrinsic value of receiving attention from others, consisting of six items generated via ChatGPT’s GPTbinarytree function (Franco & Carvalho, 2023a) arising from unfolding theory applied to attention-seeking tendencies, with items written in Brazilian Portuguese and collected from 137 participants recruited via convenience sampling. (CC BY 4.0) Franco, Víthor R., and Lucas de Francisco Carvalho. 2023. “A Tutorial on Unidimensional Unfolding: From Automatic Item Generation to Insightful Inferences.” PsyArXiv. September 14. doi:10.31234/osf.io/5hnkz. | link |
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| frankowski_2026_housing_invest_cz conjoint · source = "conj" |
Discrete choice experiment on collective investments in multi-apartment buildings: 1,531 Czech residents of housing cooperatives and homeowners' associations (online panel, Sept-Oct 2024) made 5 choices between two investment options varying beneficiaries, personal engagement, decision rule, change in monthly housing costs and change in property value; outcomes are the choice and a 0-100 confidence rating. (CC BY 4.0) Frankowski, J., Stará, S., Bełch, W., Sokołowski, J., Mazurkiewicz, J., Nesládek, M., Prusak, A., & Vácha, T. (2026). Housing conditions, residents' attitudes and preferences towards investments in multi-apartment buildings in Poland and Czechia: ENBLOC survey and discrete choice experiment data [Data set]. Zenodo. | link |
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| frantz_2021_cns | Connectedness to Nature Scale, 5 items (1-5), pooled over three US studies (cov_study; N = 1,767); cov_* as for frantz_2021_env_concern. (CC0 1.0) Frantz, C., Petersen, J., & Lucaites, K. (2021). Data from: Novel approach to delivering pro-environmental messages significantly shifts norms and motivation, but children are not more effective spokespeople than adults [data]. Zenodo / Dryad. https://doi.org/10.5061/dryad.np5hqbzs4 | link |
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| frantz_2021_empathy | Empathy toward the people shown in the slide show, 3 items (1-5), Studies 2-3 (cov_study; N = 904); cov_* as for frantz_2021_env_concern. (CC0 1.0) Frantz, C., Petersen, J., & Lucaites, K. (2021). Data from: Novel approach to delivering pro-environmental messages significantly shifts norms and motivation, but children are not more effective spokespeople than adults [data]. Zenodo / Dryad. https://doi.org/10.5061/dryad.np5hqbzs4 | link |
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| frantz_2021_env_commitment | Commitment to 13 pro-environmental actions (1 not at all - 5 very committed), Studies 1 and 3 pooled (cov_study; N = 1,260; items 11-13 Study 3 only; Study 2 excluded for an inconsistent coding); cov_* as for frantz_2021_env_concern. (CC0 1.0) Frantz, C., Petersen, J., & Lucaites, K. (2021). Data from: Novel approach to delivering pro-environmental messages significantly shifts norms and motivation, but children are not more effective spokespeople than adults [data]. Zenodo / Dryad. https://doi.org/10.5061/dryad.np5hqbzs4 | link |
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| frantz_2021_env_concern | Concern about 14 environmental problems (1 not at all - 5 very concerned), pooled over three US studies (cov_study; N = 1,769); cov_condition, cov_gender, cov_age, cov_education, cov_political_affiliation, cov_political_orientation. (CC0 1.0) Frantz, C., Petersen, J., & Lucaites, K. (2021). Data from: Novel approach to delivering pro-environmental messages significantly shifts norms and motivation, but children are not more effective spokespeople than adults [data]. Zenodo / Dryad. https://doi.org/10.5061/dryad.np5hqbzs4 | link |
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| frantz_2021_env_norms | 19 agreement items on environmental efficacy, responsibility, optimism, political action and youth/adult norms (1-5), pooled over three US studies (cov_study; N = 1,769; items 11 and 17 Study 1 only); cov_* as for frantz_2021_env_concern. (CC0 1.0) Frantz, C., Petersen, J., & Lucaites, K. (2021). Data from: Novel approach to delivering pro-environmental messages significantly shifts norms and motivation, but children are not more effective spokespeople than adults [data]. Zenodo / Dryad. https://doi.org/10.5061/dryad.np5hqbzs4 | link |
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| frantz_2021_mood | Nine mood adjectives (sad, happy, tense, confused, afraid, energetic, tired, angry, guilty) on a 0-100 slider before (wave 1) and after (wave 2) the slide show; Study 1, N = 875; cov_* as for frantz_2021_env_concern. (CC0 1.0) Frantz, C., Petersen, J., & Lucaites, K. (2021). Data from: Novel approach to delivering pro-environmental messages significantly shifts norms and motivation, but children are not more effective spokespeople than adults [data]. Zenodo / Dryad. https://doi.org/10.5061/dryad.np5hqbzs4 | link |
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| fredborg_2018_asmr_triggers | ASMR Checklist: tingle intensity (0-6) for 14 common ASMR stimuli, rated by adults who experience ASMR (CC BY 4.0) Fredborg, B. K., Clark, J. M., & Smith, S. D. (2018). Mindfulness and autonomous sensory meridian response (ASMR). PeerJ, 6, e5414. https://doi.org/10.7717/peerj.5414 | link |
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| fredborg_2018_maas | Mindful Attention Awareness Scale (15 items, 1-6) completed by adults with ASMR and age/sex-matched controls (CC BY 4.0) Fredborg, B. K., Clark, J. M., & Smith, S. D. (2018). Mindfulness and autonomous sensory meridian response (ASMR). PeerJ, 6, e5414. https://doi.org/10.7717/peerj.5414 | link |
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| fredborg_2018_tms | Toronto Mindfulness Scale (13 items, 0-4) completed by adults with ASMR and age/sex-matched controls (CC BY 4.0) Fredborg, B. K., Clark, J. M., & Smith, S. D. (2018). Mindfulness and autonomous sensory meridian response (ASMR). PeerJ, 6, e5414. https://doi.org/10.7717/peerj.5414 | link |
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| frederiksen_2025_undemocratic_dominance conjoint · source = "conj" |
1,788 US MTurk respondents (2021) each rated 10 pairs of hypothetical gubernatorial candidates varying age, gender, background, party, two policy positions and a democratic or undemocratic statement (aggressive vs non-aggressive behaviours); each respondent rated one randomly assigned trait: dominance, warmth, competence or vote likelihood (7-point, stored rescaled 0-1). (CC0 1.0) Frederiksen, K. V. S., & Laustsen, L. (2025). Interstate conflict increases the appeal of undemocratic candidates. British Journal of Political Science. | link |
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| fredrickson_2015_mhcsf | Mental Health Continuum-Short Form (MHC-SF, 14 items, 0-5), N=122. (CC BY 4.0) Fredrickson BL, Grewen KM, Algoe SB, Firestine AM, Arevalo JMG, Ma J, Cole SW (2015). Psychological Well-Being and the Human Conserved Transcriptional Response to Adversity. PLOS ONE 10(3):e0121839. | link |
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| freihardt_2024_flood_de conjoint · source = "conj" |
German adults (n = 2,393, quota sample) compared two mid-sized communities applying for flood-protection funding, varying in flood frequency, job change, use of funds (flood-control infrastructure or relocation incentives), lives lost, property damage, mayor's political position and location, 6 tasks; allocated a $10 million grant between them and rated support for each. (CC BY 4.0) Freihardt, J., Buntaine, M. T., & Bernauer, T. (2024). Choosing to protect: public support for flood defense over relocation in climate change adaptation. Environmental Research Letters, 19(10), 104012. | link |
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| freihardt_2024_flood_us conjoint · source = "conj" |
US adults (n = 2,399, quota sample) compared two mid-sized communities applying for flood-protection funding, varying in flood frequency, job change, use of funds (flood-control infrastructure or relocation incentives), lives lost, property damage, mayor's political position and location, 6 tasks; allocated a $10 million grant between them and rated support for each. (CC BY 4.0) Freihardt, J., Buntaine, M. T., & Bernauer, T. (2024). Choosing to protect: public support for flood defense over relocation in climate change adaptation. Environmental Research Letters, 19(10), 104012. | link |
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| freire_2021_climate_treaty conjoint · source = "conj" |
651 political, civil-society and academic elites in ten Latin American countries (2018 online survey) each chose between 2 hypothetical climate-mitigation treaties in up to 7 tasks; treaties varied in who makes the rules, conflict resolution, punishment, penalties for repeat violations, cost sharing and renegotiation interval. (CC0 1.0) Freire, D., Mignozzetti, U., & Skarbek, D. (2021). Institutional design and elite support for climate policies: Evidence from Latin American countries. Journal of Experimental Political Science, 8(2), 172-184. | link |
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| freire_2023_lynching conjoint · source = "conj" |
Paired conjoint in which 2,084 Brazilian adults (Qualtrics, Oct-Dec 2020) chose in which of two cases a lynching was more justified, over 5 pairs; eight attributes describe the suspected criminal (gender, age, race, residence), the offense, the victim (gender, age) and who carried out the lynching. Outcome: forced choice; levels in Portuguese. (CC0 1.0) Freire, D., & Skarbek, D. (2023). Vigilantism and institutions: Understanding attitudes toward lynching in Brazil. Research & Politics, 10(1). | link |
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| friedman2019_risk_appropriate competitions · source = "comp" |
Appropriateness of government responding to risk (CC BY 4.0) Friedman, Jeffrey, 2018, "Replication Data for: Priorities for Preventive Action: Explaining Americans' Divergent Reactions to 100 Public Risks", https://doi.org/10.7910/DVN/ZSJA25, Harvard Dataverse, V1, UNF:6:OJ7nZP2bzoQZoyzx8JvOFg== [fileUNF] Friedman, J. A. (2019). Priorities for preventive action: Explaining Americans’ divergent reactions to 100 public risks. American Journal of Political Science, 63(1), 181-196. | link |
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| friedman2019_risk_disaster competitions · source = "comp" |
Risk of disaster (CC BY 4.0) Friedman, Jeffrey, 2018, "Replication Data for: Priorities for Preventive Action: Explaining Americans' Divergent Reactions to 100 Public Risks", https://doi.org/10.7910/DVN/ZSJA25, Harvard Dataverse, V1, UNF:6:OJ7nZP2bzoQZoyzx8JvOFg== [fileUNF] Friedman, J. A. (2019). Priorities for preventive action: Explaining Americans’ divergent reactions to 100 public risks. American Journal of Political Science, 63(1), 181-196. | link |
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| friedman2019_risk_fairness competitions · source = "comp" |
Fairness of risk (CC BY 4.0) Friedman, Jeffrey, 2018, "Replication Data for: Priorities for Preventive Action: Explaining Americans' Divergent Reactions to 100 Public Risks", https://doi.org/10.7910/DVN/ZSJA25, Harvard Dataverse, V1, UNF:6:OJ7nZP2bzoQZoyzx8JvOFg== [fileUNF] Friedman, J. A. (2019). Priorities for preventive action: Explaining Americans’ divergent reactions to 100 public risks. American Journal of Political Science, 63(1), 181-196. | link |
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| friedman2019_risk_harm competitions · source = "comp" |
Harm associated with risk (CC BY 4.0) Friedman, Jeffrey, 2018, "Replication Data for: Priorities for Preventive Action: Explaining Americans' Divergent Reactions to 100 Public Risks", https://doi.org/10.7910/DVN/ZSJA25, Harvard Dataverse, V1, UNF:6:OJ7nZP2bzoQZoyzx8JvOFg== [fileUNF] Friedman, J. A. (2019). Priorities for preventive action: Explaining Americans’ divergent reactions to 100 public risks. American Journal of Political Science, 63(1), 181-196. | link |
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| friedman2019_risk_incidence competitions · source = "comp" |
Incidence of risk (CC BY 4.0) Friedman, Jeffrey, 2018, "Replication Data for: Priorities for Preventive Action: Explaining Americans' Divergent Reactions to 100 Public Risks", https://doi.org/10.7910/DVN/ZSJA25, Harvard Dataverse, V1, UNF:6:OJ7nZP2bzoQZoyzx8JvOFg== [fileUNF] Friedman, J. A. (2019). Priorities for preventive action: Explaining Americans’ divergent reactions to 100 public risks. American Journal of Political Science, 63(1), 181-196. | link |
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| friedman2019_risk_longterm competitions · source = "comp" |
Longterm growth in risk (CC BY 4.0) Friedman, Jeffrey, 2018, "Replication Data for: Priorities for Preventive Action: Explaining Americans' Divergent Reactions to 100 Public Risks", https://doi.org/10.7910/DVN/ZSJA25, Harvard Dataverse, V1, UNF:6:OJ7nZP2bzoQZoyzx8JvOFg== [fileUNF] Friedman, J. A. (2019). Priorities for preventive action: Explaining Americans’ divergent reactions to 100 public risks. American Journal of Political Science, 63(1), 181-196. | link |
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| friedman2019_risk_priority competitions · source = "comp" |
Priority for government response (CC BY 4.0) Friedman, Jeffrey, 2018, "Replication Data for: Priorities for Preventive Action: Explaining Americans' Divergent Reactions to 100 Public Risks", https://doi.org/10.7910/DVN/ZSJA25, Harvard Dataverse, V1, UNF:6:OJ7nZP2bzoQZoyzx8JvOFg== [fileUNF] Friedman, J. A. (2019). Priorities for preventive action: Explaining Americans’ divergent reactions to 100 public risks. American Journal of Political Science, 63(1), 181-196. | link |
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| friedman2019_risk_worry competitions · source = "comp" |
Worry about risk (CC BY 4.0) Friedman, Jeffrey, 2018, "Replication Data for: Priorities for Preventive Action: Explaining Americans' Divergent Reactions to 100 Public Risks", https://doi.org/10.7910/DVN/ZSJA25, Harvard Dataverse, V1, UNF:6:OJ7nZP2bzoQZoyzx8JvOFg== [fileUNF] Friedman, J. A. (2019). Priorities for preventive action: Explaining Americans’ divergent reactions to 100 public risks. American Journal of Political Science, 63(1), 181-196. | link |
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| friedman_2018_risks_discrimination | Likert-scale responses to the presence of discrimination, inequality, and justice in society currently (Custom) Friedman, Jeffrey, 2018, "Replication Data for: Priorities for Preventive Action: Explaining Americans' Divergent Reactions to 100 Public Risks", https://doi.org/10.7910/DVN/ZSJA25 | link |
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| friedman_2018_risks_government | Likert-scale responses to the role of the government on people's lives and restrictions (Custom) Friedman, Jeffrey, 2018, "Replication Data for: Priorities for Preventive Action: Explaining Americans' Divergent Reactions to 100 Public Risks", https://doi.org/10.7910/DVN/ZSJA25 | link |
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| frikha_2023_pe_acrs | Perceived E-learning Acceptance and Course Rating Scale (PE-ACRS); 12 items (q1–q12); N=308; 1–5 Likert; university students in Saudi Arabia (CC0 1.0) Frikha, M. (2023). gender differences in motivation PNS and academic achievement [Dataset]. Harvard Dataverse. doi:10.7910/DVN/UOBDRV | link |
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| frikha_2023_pe_ms | Perceived Motivation Scale (PE-MS); 9 items (q13–q21); N=308; 1–5 Likert; university students in Saudi Arabia (CC0 1.0) Frikha, M. (2023). gender differences in motivation PNS and academic achievement [Dataset]. Harvard Dataverse. doi:10.7910/DVN/UOBDRV | link |
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| frochte_2024_selaq_ideal | Student Expectations of Learning Analytics Questionnaire (SELAQ), ideal-expectation scale, 12 items, 1-7. 566 German bachelor students. Covariates: study track, semester. (CC BY 4.0) Frochte J, Neugebauer M, Tousside B, Asatryan H, et al. (2024). Anonymized Responses to the Student Expectation of Learning Analytics Questionnaire (SELAQ) in 2022 and 2023. Zenodo. https://doi.org/10.5281/zenodo.11638469 | link |
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| frochte_2024_selaq_predicted | Student Expectations of Learning Analytics Questionnaire (SELAQ), predicted-expectation scale, 12 items, 1-7. 566 German bachelor students. Covariates: study track, semester. (CC BY 4.0) Frochte J, Neugebauer M, Tousside B, Asatryan H, et al. (2024). Anonymized Responses to the Student Expectation of Learning Analytics Questionnaire (SELAQ) in 2022 and 2023. Zenodo. https://doi.org/10.5281/zenodo.11638469 | link |
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| frost_2023_cbq | Cognitive Biases Questionnaire for psychosis, 30 items, 1-3; N = 200 US adults (online); cov_gender, cov_education. (CC BY 4.0) Frost, P., Simard, A., Iraci, M., & Stack, M. (2025). Cognitive Biases Associated With Specific and Generalized Beliefs in Conspiracy Theory. Applied Cognitive Psychology. https://doi.org/10.1002/acp.70045 | link |
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| frost_2023_gcbs | Generic Conspiracist Beliefs scale, 15 items, 1-5; N = 200 US adults (online); cov_gender, cov_education. (CC BY 4.0) Frost, P., Simard, A., Iraci, M., & Stack, M. (2025). Cognitive Biases Associated With Specific and Generalized Beliefs in Conspiracy Theory. Applied Cognitive Psychology. https://doi.org/10.1002/acp.70045 | link |
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| ftna_kasper_2022 | Items from Tanzanian Form Two National Assessment & Primary School Leaving Examination (CC0 1.0) Brandt, Kasper, 2022, "Replication Data for: When Private Beats Public: A Flexible Value-Added Model with Tanzanian School Switchers", https://doi.org/10.7910/DVN/UMNYYR, Harvard Dataverse, V1, UNF:6:/7r9mSRgjyqiFqRGtLx/og== [fileUNF] Brandt, K. (2023). When private beats public: A flexible value-added model with Tanzanian school switchers. Economic Development and Cultural Change, 72(1), 159-206. | link |
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| fu_2024_war_casualties conjoint · source = "conj" |
2,505 Taiwanese online respondents each read one hypothetical war scenario in which casualties fell on the US, Taiwan, the PLA or Chinese civilians (4 levels) at a scale of 1,000, 10,000 or 100,000 deaths, and gave a 1-5 war-support score. (CC0 1.0) Fu, R., Yin, W., & Han, E. (2024). The human cost of war: An experimental study of Taiwanese attitudes towards war casualties. Conflict Management and Peace Science, 42(5). | link |
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| fu_2026_victory_abstract conjoint · source = "conj" |
Taiwanese adults (wave 1, abstract condition, n=1,444) compared 5 pairs of hypothetical scenarios of Chinese aggression varying international military support (no/limited/full support from the US and Japan), sanctions, economic and military strength, readiness, morale and party unity, choosing one (perceived victory). (CC0 1.0) Fu, R. T., Lee, E. I., & Kao, K. Y. (2026). Do you think David can win against Goliath? Evidence on factors affecting popular perceptions of victory in Taiwan against Chinese aggression. Research & Politics. | link |
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| fu_2026_victory_concrete conjoint · source = "conj" |
Taiwanese adults (wave 2, concrete condition, n=1,011) compared 5 pairs of hypothetical scenarios of Chinese aggression varying international military support (doing nothing/providing weapons/sending troops by the US and Japan), sanctions, economic and military strength, readiness, morale and party unity, choosing one (perceived victory). (CC0 1.0) Fu, R. T., Lee, E. I., & Kao, K. Y. (2026). Do you think David can win against Goliath? Evidence on factors affecting popular perceptions of victory in Taiwan against Chinese aggression. Research & Politics. | link |
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| fukuda_2021_health_literacy | 46-item HLS-EU-Q47-style self-rated health-information task difficulty scale (1-4) from an online survey of Japanese educators (CC BY 4.0) Fukuda Y, Ando S, Fukuda K (2021) Knowledge and preventive actions toward COVID-19, vaccination intent, and health literacy among educators in Japan: An online survey. PLoS ONE. | link |
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| fukuda_2021_info_reliability | 8-item scale rating the perceived reliability of different COVID-19 information sources (1-5) from the same survey of Japanese educators (CC BY 4.0) Fukuda Y, Ando S, Fukuda K (2021) Knowledge and preventive actions toward COVID-19, vaccination intent, and health literacy among educators in Japan: An online survey. PLoS ONE. | link |
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| fukuda_2021_withholding_behavior | 6-item binary scale of self-reported activity withholding during COVID-19 (0/1) from the same survey of Japanese educators (CC BY 4.0) Fukuda Y, Ando S, Fukuda K (2021) Knowledge and preventive actions toward COVID-19, vaccination intent, and health literacy among educators in Japan: An online survey. PLoS ONE. | link |
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| fullscaleiq_memory | Short term memory test (CC BY 4.0) Open Psychometrics (2019). Answers to an alpha version of the Full Scale IQ Test (FSIQ 0.1) [dataset and codebook]. https://openpsychometrics.org/_rawdata/FSIQ_0.1_data.zip | link |
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| fullscaleiq_memory_options | Option-level companion of fullscaleiq_memory (openpsychometrics Full Scale IQ Test, short-term memory (6 questions: pick the icons that were in a sequence from 8); 3-5 of each question's 8 options correct): one binary row per person x option, item = |
link |
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| fullscaleiq_mentalrotation | Mental rotation items (CC BY 4.0) Open Psychometrics (2019). Answers to an alpha version of the Full Scale IQ Test (FSIQ 0.1) [dataset and codebook]. https://openpsychometrics.org/_rawdata/FSIQ_0.1_data.zip | link |
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| fullscaleiq_mentalrotation_options | Option-level companion of fullscaleiq_mentalrotation (openpsychometrics Full Scale IQ Test, mental rotation (6 questions: pick the rotations of a shape from 8); 3-5 of each question's 8 options correct): one binary row per person x option, item = |
link |
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| fullscaleiq_vocab | Vocabulary test (CC BY 4.0) Open Psychometrics (2019). Answers to an alpha version of the Full Scale IQ Test (FSIQ 0.1) [dataset and codebook]. https://openpsychometrics.org/_rawdata/FSIQ_0.1_data.zip | link |
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| fullscaleiq_vocab_options | Option-level companion of fullscaleiq_vocab (openpsychometrics Full Scale IQ Test, vocabulary (7 questions: pick the synonyms of a word from 8); 3-5 of each question's 8 options correct): one binary row per person x option, item = |
link |
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| funck_2022_scandal_candidates conjoint · source = "conj" |
2,131 US respondents each chose between three pairs of hypothetical congressional candidates and rated both candidates on sharing their views, having good morals and caring about people like them. Party and a recent news item (scandal, neutral or positive) were always shown; eight further characteristics were displayed or withheld by an information environment randomized per task (none, three or all eight). (CC0 1.0) Funck, A. S., & McCabe, K. T. (2022). Partisanship, information, and the conditional effects of scandal on voting decisions. Political Behavior, 44(3), 1389-1409. | link |
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| furnas_2023_staff_access conjoint · source = "conj" |
US congressional staffers in the 2017 Congressional Capacity Survey (n = 437) each read one vignette about a request whose requester (constituent, campaign donor, business or consumer-group lobbyist), aim (propose or stop a bill) and supporting evidence (think-tank left/right, own analysis, constituency polling) were randomized; four 5-point likelihood ratings (take the meeting, use the information, recommend, representative of constituents). (CC0 1.0) Furnas, A. C., LaPira, T. M., Hertel-Fernandez, A., Drutman, L., & Kosar, K. R. (2023). More than mere access: An experiment on moneyed interests, information provision, and legislative action in Congress. Political Research Quarterly, 76(1), 348-364. | link |
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| g308_sirt | Data from C-tests with a testlet structure (GPL-3.0) Schroeders, U., Robitzsch, A., & Schipolowski, S. (2014). A Comparison of Different Psychometric Approaches to Modeling Testlet Structures: An Example with C‐Tests. Journal of Educational Measurement, 51(4), 400-418. | link |
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| gabardo_martins_2026_emotional_hope | Six emotional-hope items (esperanca emocional). 791 Brazilian adults (ages 18-89) from all five regions; questionnaire in Portuguese; responses observed 1-8, scale anchors not documented in the deposit. (CC BY 4.0) Gabardo-Martins, L. M. D. (2026). Dataset on Grit, Emotional Hope, and Life Satisfaction Across the five Brazilian Regions [Data set]. Zenodo. | link |
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| gabardo_martins_2026_flourishing | Eight flourishing items (florescimento, the length of Diener's Flourishing Scale). 791 Brazilian adults (ages 18-89) from all five regions; questionnaire in Portuguese; responses observed 1-7, scale anchors not documented in the deposit. (CC BY 4.0) Gabardo-Martins, L. M. D. (2026). Dataset on Grit, Emotional Hope, and Life Satisfaction Across the five Brazilian Regions [Data set]. Zenodo. | link |
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| gabardo_martins_2026_grit | Eight grit items (GARRA1-8, the length of the Grit-S); all items intercorrelate positively, so any reverse-keyed items are already recoded. 791 Brazilian adults (ages 18-89) from all five regions; questionnaire in Portuguese; responses observed 1-4, scale anchors not documented in the deposit. (CC BY 4.0) Gabardo-Martins, L. M. D. (2026). Dataset on Grit, Emotional Hope, and Life Satisfaction Across the five Brazilian Regions [Data set]. Zenodo. | link |
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| gabardo_martins_2026_life_satisfaction | Six life-satisfaction items (satisfacao com a vida). 791 Brazilian adults (ages 18-89) from all five regions; questionnaire in Portuguese; responses observed 1-7, scale anchors not documented in the deposit. (CC BY 4.0) Gabardo-Martins, L. M. D. (2026). Dataset on Grit, Emotional Hope, and Life Satisfaction Across the five Brazilian Regions [Data set]. Zenodo. | link |
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| gabardo_martins_2026_positive_function | Ten positive-functioning items (funcionamento positivo); instrument not identified. 791 Brazilian adults (ages 18-89) from all five regions; questionnaire in Portuguese; responses observed 1-5, scale anchors not documented in the deposit. (CC BY 4.0) Gabardo-Martins, L. M. D. (2026). Dataset on Grit, Emotional Hope, and Life Satisfaction Across the five Brazilian Regions [Data set]. Zenodo. | link |
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| gabriel_2026_knowledge_confidence | 9-item paired subjective-confidence rating (6-point) for the same agricultural knowledge statements as gabriel_2026_knowledge_correct (CC BY 4.0) Gabriel A, Bitsch V (2026) Do opinion leaders know more? Knowledge accuracy, self-confidence, and media use in agricultural issues. PLoS ONE 21(1): e0341457. | link |
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| gabriel_2026_knowledge_correct | 9-item true/false agricultural knowledge quiz, from a survey of German farmers/advisors on opinion leadership (CC BY 4.0) Gabriel A, Bitsch V (2026) Do opinion leaders know more? Knowledge accuracy, self-confidence, and media use in agricultural issues. PLoS ONE 21(1): e0341457. | link |
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| gabriel_2026_media_use | 6-item media-channel usage-frequency scale, 5-point, same survey as gabriel_2026_knowledge_correct (CC BY 4.0) Gabriel A, Bitsch V (2026) Do opinion leaders know more? Knowledge accuracy, self-confidence, and media use in agricultural issues. PLoS ONE 21(1): e0341457. | link |
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| gad_BrummerHoffman_2021 | Generalized anxiety disorder (CC BY 4.0) de Souza Brümmer, R., Krause, K. R., Salum, G. A., de Almeida Fleck, M. P., Porto, I. M., do Amaral, J. V., ... & Hoffmann, M. S. (2024). Beyond frequency: Evaluating the validity of assessing the context, duration, ability and botherement of depression and anxiety symptoms in south Brazil. Psychological Assessment. | link |
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| gagnon_2025_local_candidates conjoint · source = "conj" |
Japanese adults (online survey; n=2,576) chose which of two hypothetical House of Representatives candidates they would vote for and which would benefit them, their prefecture and Japan, 8 pairs each; candidates varied by university, high school, career, years in job, incumbency, father's job, policy, surname and gender, many defined relative to the respondent's own prefecture. (CC0 1.0) Gagnon, E., Ikeda, F., & McElwain, K. M. (2025). Preferring national elites or local candidates: A conjoint analysis of voter heuristics. Journal of Politics. | link |
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| gagnon_2025_local_status conjoint · source = "conj" |
Japanese adults (Rakuten Insight panel follow-up survey; n=2,578) chose between two hypothetical male candidates (surname, local/non-local/elite biography, party, years in job), 3 pairs each, for vote choice and for which would act more on six policy issues and on their prefecture's issues. (CC0 1.0) Gagnon, E., Ikeda, F., & McElwain, K. M. (2025). Preferring national elites or local candidates: A conjoint analysis of voter heuristics. Journal of Politics. | link |
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| gahps_korner_2021 | The authentic and hubristic pride (A&HP) model is the domineering paradigm in pride research. Authentic pride (AP) comprises feelings of accomplishment and self-worth, whereas hubristic pride (HP) includes conceit and arrogance. We provide a German version of the A&HP scalethe GAHPS. (CC BY 4.0) Körner, R., & Schütz, A. (2022, June 23). German Authentic and Hubristic Pride Scales (GAHPS). Retrieved from osf.io/eh7r4 | link |
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| gaikwad_2025_climate_country_in conjoint · source = "conj" |
The same Indian respondents (n=1,459) compared pairs of countries as donors of climate transfers (political regime, relationship with India, relative efficiency, historical emissions, reporting request, matching request, climate exposure): 4 paired tasks (5-8), choosing one and rating each (1-10). (CC0 1.0) Gaikwad, N., Genovese, F., & Tingley, D. (2025). Climate action from abroad: Assessing mass support for cross-border climate transfers. International Organization, 79(1), 146-172. | link |
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| gaikwad_2025_climate_country_us conjoint · source = "conj" |
The same US adults (n=2,019) compared pairs of countries as recipients of climate transfers (political regime, climate risk, policy exposure, income level, relationship with the US, relative efficiency, race): 4 paired tasks (5-8), choosing one and rating each (1-10). (CC0 1.0) Gaikwad, N., Genovese, F., & Tingley, D. (2025). Climate action from abroad: Assessing mass support for cross-border climate transfers. International Organization, 79(1), 146-172. | link |
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| gaikwad_2025_climate_policy_in conjoint · source = "conj" |
Indian respondents (n=1,459) compared pairs of cross-border climate-transfer policies from a donor country (duration, goal, compensation share, partners, reciprocity by other developing countries, monitoring body, conditionality): 4 paired tasks, choosing one and rating each (1-10). (CC0 1.0) Gaikwad, N., Genovese, F., & Tingley, D. (2025). Climate action from abroad: Assessing mass support for cross-border climate transfers. International Organization, 79(1), 146-172. | link |
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| gaikwad_2025_climate_policy_us conjoint · source = "conj" |
US adults (n=2,019) compared pairs of cross-border climate-transfer policies (target, cost, duration, goal, compensation share, partners, reciprocity by other rich countries): 4 paired tasks, choosing one policy and rating each (1-10). (CC0 1.0) Gaikwad, N., Genovese, F., & Tingley, D. (2025). Climate action from abroad: Assessing mass support for cross-border climate transfers. International Organization, 79(1), 146-172. | link |
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| galan_cuevas_2021_kidscreen52 | KIDSCREEN-52 health-related quality of life (Mexican standardised version), 52 items across 10 dimensions (item code infix PHY, PWB, EMO, SEL, AUT, PAR, FIN, SOC, SCH, BUL), 1-5, 2,257 secondary-school students aged 11-16 in San Luis Potosi, Mexico; cov_grade, cov_male, cov_age. (CC BY 4.0) Galan Cuevas, S., & Diaz Garcia, D. E. (2021). Kidscreen-52 en estudiantes mexicanos de 11 a 16 anos de edad [Data set]. Mendeley Data, V1. https://doi.org/10.17632/s9g2zmc2zn.1 | link |
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| galanis_2025_conspiracy | Government conspiracy beliefs, 5 items on a 0-10 agreement scale, answered by 522 Greek adults in Greek, in the MISS validation survey. Covariates are gender, age, education, job, financial status and six single-item media-use and trust measures. (CC BY 4.0) Galanis, P. (2025). Misinformation Susceptibility Scale [Dataset]. figshare. | link |
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| galanis_2025_gaslighting_work | Eighteen gaslighting-at-work items (1-5, never to constantly) answered in Greek by 410 nurses. The deposit ships two differently-numbered groups that overlap in number and not in content: eleven items renumbered 1-11 (gws_item_1..11) and seven keeping their original numbering (gws_4, gws_7, gws_9, gws_10, gws_11, gws_15, gws_17). All eighteen stems are distinct, so gws_4 and gws_item_4 are different items and the codes must not be read as numbers. (CC BY 4.0) Galanis, P. (2025). Workplace gaslighting increases nurses job burnout [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28868615.v1 | link |
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| galanis_2025_misinfo_judgment | Judgments of how true four real news and misinformation headlines are, on a 0-4 scale, answered by 522 Greek adults in Greek, in the MISS validation survey. Covariates are gender, age, education, job, financial status and six single-item media-use and trust measures. (CC BY 4.0) Galanis, P. (2025). Misinformation Susceptibility Scale [Dataset]. figshare. | link |
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| galanis_2025_miss | Misinformation susceptibility, the 14-item administered pool of the author's Misinformation Susceptibility Scale (MISS), on a 1-5 frequency scale, answered by 522 Greek adults in Greek. Covariates are gender, age, education, job, financial status and six single-item media-use and trust measures. (CC BY 4.0) Galanis, P. (2025). Misinformation Susceptibility Scale [Dataset]. figshare. | link |
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| galanis_2025_phq4 | The four-item PHQ-4 psychological-distress screener (0-3, not at all to nearly every day) answered in Greek by the same 410 nurses. (CC BY 4.0) Galanis, P. (2025). Workplace gaslighting increases nurses job burnout [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28868615.v1 | link |
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| galanis_2025_quiet_quitting | The nine-item Quiet Quitting Scale (1-5, strongly disagree to strongly agree) answered in Greek by the same 410 nurses, covering detachment, lack of initiative and lack of motivation. (CC BY 4.0) Galanis, P. (2025). Workplace gaslighting increases nurses job burnout [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28868615.v1 | link |
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| galanis_2025_resilience | A six-item resilience scale (1-5, strongly disagree to strongly agree) answered in Greek by the same 410 nurses. (CC BY 4.0) Galanis, P. (2025). Workplace gaslighting increases nurses job burnout [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28868615.v1 | link |
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| galanis_2025_trust_scientists | Trust in scientists, 3 items on a 1-5 scale, answered by 522 Greek adults in Greek, in the MISS validation survey. Covariates are gender, age, education, job, financial status and six single-item media-use and trust measures. (CC BY 4.0) Galanis, P. (2025). Misinformation Susceptibility Scale [Dataset]. figshare. | link |
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| galanis_2025_work_engagement | The three-item Utrecht Work Engagement Scale (UWES-3, 0-6, never to every day) answered in Greek by the same 410 nurses. Response data only: the UWES is registered block in IRW's instrument rights register, so its item wording is not shipped. (CC BY 4.0) Galanis, P. (2025). Workplace gaslighting increases nurses job burnout [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28868615.v1 | link |
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| galgam_2025_whoqol_bref | 26-item WHOQOL-BREF quality-of-life scale (5-category Likert), African medical and health science students (CC BY 4.0) Galgam FA, Abdal et al. (2025). Assessing the quality of life among African medical and health science students using the WHOQOL-BREF. PeerJ. | link |
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| galindo_2023_beliefs | Beliefs about AI homework help (BL01-BL05, 5 items, 1-5); Spanish students using AI for homework N=951 (CC0 1.0) Galindo et al. (2023). Database from the manuscript: Beyond Homework Help: Why Emotionally Vulnerable Adolescents Turn to Artificial Intelligence. Harvard Dataverse. doi:10.7910/DVN/EDEVGY | link |
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| galindo_2023_emotional_intelligence | Emotional intelligence scale (EI01-EI16, 16 items, 1-5); Spanish students using AI for homework N=951 (CC0 1.0) Galindo et al. (2023). Database from the manuscript: Beyond Homework Help: Why Emotionally Vulnerable Adolescents Turn to Artificial Intelligence. Harvard Dataverse. doi:10.7910/DVN/EDEVGY | link |
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| galindo_2023_loneliness | Loneliness scale (LN01-LN03, 3 items, 1-5); Spanish students using AI for homework N=951 (CC0 1.0) Galindo et al. (2023). Database from the manuscript: Beyond Homework Help: Why Emotionally Vulnerable Adolescents Turn to Artificial Intelligence. Harvard Dataverse. doi:10.7910/DVN/EDEVGY | link |
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| galindo_2023_social_support | Social support scale (SS01-SS08, 8 items, 1-5); Spanish students using AI for homework N=951 (CC0 1.0) Galindo et al. (2023). Database from the manuscript: Beyond Homework Help: Why Emotionally Vulnerable Adolescents Turn to Artificial Intelligence. Harvard Dataverse. doi:10.7910/DVN/EDEVGY | link |
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| galindo_2025_amotivation | Learning motivation, amotivation subscale, 2 items, 1-5; N = 467 Spanish university students of education degrees; cov_age, cov_gender, cov_degree, cov_year. (CC0 1.0) Galindo-Domínguez, H., Sainz-de-la-Maza, M., Campo, L., & Losada-Iglesias, D. (2025). The influence of learning motivation and procrastination on ChatGPT dependence. RIED-Revista Iberoamericana de Educación a Distancia. https://doi.org/10.5944/ried.45497 | link |
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| galindo_2025_chatgpt_dependence | ChatGPT dependence, 5 items, 1-5; N = 467 Spanish university students of education degrees; cov_age, cov_gender, cov_degree, cov_year. (CC0 1.0) Galindo-Domínguez, H., Sainz-de-la-Maza, M., Campo, L., & Losada-Iglesias, D. (2025). The influence of learning motivation and procrastination on ChatGPT dependence. RIED-Revista Iberoamericana de Educación a Distancia. https://doi.org/10.5944/ried.45497 | link |
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| galindo_2025_extrinsic_motiv | Learning motivation, extrinsic motivation subscale, 2 items, 1-5; N = 467 Spanish university students of education degrees; cov_age, cov_gender, cov_degree, cov_year. (CC0 1.0) Galindo-Domínguez, H., Sainz-de-la-Maza, M., Campo, L., & Losada-Iglesias, D. (2025). The influence of learning motivation and procrastination on ChatGPT dependence. RIED-Revista Iberoamericana de Educación a Distancia. https://doi.org/10.5944/ried.45497 | link |
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| galindo_2025_intrinsic_motiv | Learning motivation, intrinsic motivation subscale, 4 items, 1-5; N = 467 Spanish university students of education degrees; cov_age, cov_gender, cov_degree, cov_year. (CC0 1.0) Galindo-Domínguez, H., Sainz-de-la-Maza, M., Campo, L., & Losada-Iglesias, D. (2025). The influence of learning motivation and procrastination on ChatGPT dependence. RIED-Revista Iberoamericana de Educación a Distancia. https://doi.org/10.5944/ried.45497 | link |
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| galindo_2025_procrastination | Academic procrastination, 5 items, 1-5; N = 467 Spanish university students of education degrees; cov_age, cov_gender, cov_degree, cov_year. (CC0 1.0) Galindo-Domínguez, H., Sainz-de-la-Maza, M., Campo, L., & Losada-Iglesias, D. (2025). The influence of learning motivation and procrastination on ChatGPT dependence. RIED-Revista Iberoamericana de Educación a Distancia. https://doi.org/10.5944/ried.45497 | link |
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| galindo_2026_bullying | Bullying victimisation, 5 items, 1-5, 949 adolescents in Spain (Basque and Spanish forms) and Greece; cov_form_language, cov_age, cov_gender, cov_grade. (CC0 1.0) Galindo Dominguez, H. (2026). Database from the manuscript entitled "Psychological Uses of Artificial Intelligence in Adolescence: Scale Development, Cross-Cultural Invariance, and Links to Loneliness and Emotional Intelligence" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZA15RI | link |
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| galindo_2026_emotional_intel | Emotional intelligence (self- and other-appraisal, use, regulation), 16 items, 1-5, 949 adolescents in Spain (Basque and Spanish forms) and Greece; cov_form_language, cov_age, cov_gender, cov_grade. (CC0 1.0) Galindo Dominguez, H. (2026). Database from the manuscript entitled "Psychological Uses of Artificial Intelligence in Adolescence: Scale Development, Cross-Cultural Invariance, and Links to Loneliness and Emotional Intelligence" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZA15RI | link |
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| galindo_2026_grooming | Online grooming vulnerability (contact with strangers), 8 items, 1-5, 949 adolescents in Spain (Basque and Spanish forms) and Greece; cov_form_language, cov_age, cov_gender, cov_grade. (CC0 1.0) Galindo Dominguez, H. (2026). Database from the manuscript entitled "Psychological Uses of Artificial Intelligence in Adolescence: Scale Development, Cross-Cultural Invariance, and Links to Loneliness and Emotional Intelligence" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZA15RI | link |
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| galindo_2026_loneliness | Loneliness, 3 items, 1-5, 949 adolescents in Spain (Basque and Spanish forms) and Greece; cov_form_language, cov_age, cov_gender, cov_grade. (CC0 1.0) Galindo Dominguez, H. (2026). Database from the manuscript entitled "Psychological Uses of Artificial Intelligence in Adolescence: Scale Development, Cross-Cultural Invariance, and Links to Loneliness and Emotional Intelligence" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZA15RI | link |
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| galindo_2026_mpu_ai | Psychological uses of AI (MPU-AI; emotional, relational, academic and substitution uses), 24 items, 1-5, 949 adolescents in Spain (Basque and Spanish forms) and Greece; cov_form_language, cov_age, cov_gender, cov_grade. (CC0 1.0) Galindo Dominguez, H. (2026). Database from the manuscript entitled "Psychological Uses of Artificial Intelligence in Adolescence: Scale Development, Cross-Cultural Invariance, and Links to Loneliness and Emotional Intelligence" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZA15RI | link |
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| galindo_2026_personality | Ten-item personality descriptors (Big Five), 10 items, 1-5, 949 adolescents in Spain (Basque and Spanish forms) and Greece; cov_form_language, cov_age, cov_gender, cov_grade. (CC0 1.0) Galindo Dominguez, H. (2026). Database from the manuscript entitled "Psychological Uses of Artificial Intelligence in Adolescence: Scale Development, Cross-Cultural Invariance, and Links to Loneliness and Emotional Intelligence" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZA15RI | link |
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| galindo_2026_sexting | Sexting behaviours, 9 items, 1-5, 949 adolescents in Spain (Basque and Spanish forms) and Greece; cov_form_language, cov_age, cov_gender, cov_grade. (CC0 1.0) Galindo Dominguez, H. (2026). Database from the manuscript entitled "Psychological Uses of Artificial Intelligence in Adolescence: Scale Development, Cross-Cultural Invariance, and Links to Loneliness and Emotional Intelligence" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZA15RI | link |
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| galindo_2026_social_support | Perceived family and friend support, 8 items, 1-5, 949 adolescents in Spain (Basque and Spanish forms) and Greece; cov_form_language, cov_age, cov_gender, cov_grade. (CC0 1.0) Galindo Dominguez, H. (2026). Database from the manuscript entitled "Psychological Uses of Artificial Intelligence in Adolescence: Scale Development, Cross-Cultural Invariance, and Links to Loneliness and Emotional Intelligence" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZA15RI | link |
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| galindo_2026_suicidal_ideation | Suicidal ideation, 4 items (not answered by the Greek sample), 1-5, 949 adolescents in Spain (Basque and Spanish forms) and Greece; cov_form_language, cov_age, cov_gender, cov_grade. (CC0 1.0) Galindo Dominguez, H. (2026). Database from the manuscript entitled "Psychological Uses of Artificial Intelligence in Adolescence: Scale Development, Cross-Cultural Invariance, and Links to Loneliness and Emotional Intelligence" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZA15RI | link |
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| gambin_2020_pandemic_diff | Pandemic-related difficulties, 16 items. 1,115 adults in Poland during the COVID-19 lockdown. Covariates: age, education. (CC0 1.0) Gambin, Malgorzata (2020). Generalized anxiety and depressive symptoms in various age groups during the COVID-19 lockdown in Poland. [dataset]. Harvard Dataverse. | link |
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| gambin_2020_phq9 | Patient Health Questionnaire (PHQ-9), 9 items, 0-3. 1,115 adults in Poland during the COVID-19 lockdown. Covariates: age, education. (CC0 1.0) Gambin, Malgorzata (2020). Generalized anxiety and depressive symptoms in various age groups during the COVID-19 lockdown in Poland. [dataset]. Harvard Dataverse. | link |
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| gampfer_2014_climate_funding_de conjoint · source = "conj" |
German residents (n=1,500, YouGov matched sample, Oct-Nov 2013, German text) chose between two North-South climate funding proposals in 6 tasks, each proposal described by 7 attributes (damage, income and carbon emissions of recipient countries relative to Germany, efficiency, who decides on funding, what the funds are used for, and the Germany contribution versus other countries); outcome is the chosen proposal (forced choice). (CC BY 4.0) Gampfer, R., Bernauer, T., & Kachi, A. (2014). Obtaining public support for North-South climate funding: Evidence from conjoint experiments in donor countries. Global Environmental Change, 29, 118-126. | link |
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| gampfer_2014_climate_funding_us conjoint · source = "conj" |
US adults (n=1,500, YouGov matched sample, Oct 2013) chose between two North-South climate funding proposals in 6 tasks, each proposal described by 7 attributes (damage, income and carbon emissions of recipient countries relative to U.S., efficiency, who decides on funding, what the funds are used for, and the U.S. contribution versus other countries); outcome is the chosen proposal (forced choice). (CC BY 4.0) Gampfer, R., Bernauer, T., & Kachi, A. (2014). Obtaining public support for North-South climate funding: Evidence from conjoint experiments in donor countries. Global Environmental Change, 29, 118-126. | link |
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| gan_2015_cesd | CES-D depression scale, Chinese elderly nursing home residents (CC BY 4.0) Gan, P., Xie, Y., Duan, W., Deng, Q., & Yu, X. (2015). Rumination and loneliness independently predict six-month later depression symptoms among Chinese elderly in nursing homes. PLoS ONE, 10(9), e0137176. | link |
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| gan_2015_rrs | Ruminative Response Scale, Chinese elderly nursing home residents (CC BY 4.0) Gan, P., Xie, Y., Duan, W., Deng, Q., & Yu, X. (2015). Rumination and loneliness independently predict six-month later depression symptoms among Chinese elderly in nursing homes. PLoS ONE, 10(9), e0137176. | link |
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| gan_2015_ucla_loneliness | UCLA Loneliness Scale (short form), Chinese elderly nursing home residents (CC BY 4.0) Gan, P., Xie, Y., Duan, W., Deng, Q., & Yu, X. (2015). Rumination and loneliness independently predict six-month later depression symptoms among Chinese elderly in nursing homes. PLoS ONE, 10(9), e0137176. | link |
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| gan_2024_alexithymia | 19 Toronto Alexithymia Scale items, 1-5. 318 respondents x 19 items = 6042 responses. (CC BY 4.0) Gan, Y., Tian, F., Fan, X., Wang, H., Zhou, J., Yang, N., & Qi, H. (2024). A study of the relationship between social support, depression, alexithymia and glycemic control in patients with type 2 diabetes mellitus: a structural equation modeling approach. Frontiers in Endocrinology. https://doi.org/10.3389/fendo.2024.1390564 | link |
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| gan_2024_depression | 18 clinician-rated depression items (Hamilton structure), per-item maxima 1-4, Chinese type 2 diabetes patients. 318 respondents x 18 items = 5722 responses. (CC BY 4.0) Gan, Y., Tian, F., Fan, X., Wang, H., Zhou, J., Yang, N., & Qi, H. (2024). A study of the relationship between social support, depression, alexithymia and glycemic control in patients with type 2 diabetes mellitus: a structural equation modeling approach. Frontiers in Endocrinology. https://doi.org/10.3389/fendo.2024.1390564 | link |
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| gan_2026_alternative_meat conjoint · source = "conj" |
300 UK adults each made 20 forced choices between two burgers (Option A/B) shown on image cards varying type (normal, plant-based, cell-cultured), price, healthiness and customer star rating, framed as a supermarket or a restaurant purchase (randomized between respondents). Outcome: forced choice. (CC BY 4.0) Gan, Y. S. (2026). Who chooses alternative meat and where? Understanding how foodscapes and individual variation shape plant-based meat and cell-cultured meat choices using a Discrete Choice Experiment [Data set]. OSF. | link |
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| ganbat_2022_pollution_disease_risk | 5-item binary (0/1) checklist of diseases believed to be caused by air pollution, from the same survey of Ulaanbaatar workers (CC BY 4.0) Ganbat A, Erdenebileg T, Batbold A, et al. (2022) Integrating quantitative and qualitative approaches to assess wintertime illness-related absenteeism and its direct and indirect costs among the private sector in Ulaanbaatar. PLoS ONE. | link |
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| ganbat_2022_pollution_leave_type | 5-item binary (0/1) checklist of leave type used when absent for illness, from the same survey of Ulaanbaatar workers (CC BY 4.0) Ganbat A, Erdenebileg T, Batbold A, et al. (2022) Integrating quantitative and qualitative approaches to assess wintertime illness-related absenteeism and its direct and indirect costs among the private sector in Ulaanbaatar. PLoS ONE. | link |
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| ganbat_2022_pollution_symptoms | 8-item binary (0/1) checklist of symptoms experienced during high air-pollution periods, from a survey of private-sector workers in Ulaanbaatar (CC BY 4.0) Ganbat A, Erdenebileg T, Batbold A, et al. (2022) Integrating quantitative and qualitative approaches to assess wintertime illness-related absenteeism and its direct and indirect costs among the private sector in Ulaanbaatar. PLoS ONE. | link |
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| gao2025_attachment_anxiety | Attachment anxiety subscale, 1-7 Likert; N=459, 3 items, Chinese older adults (CC BY 4.0) Gao, X. (2025). Perceived family support as a double-edged sword: A moderated mediation model of attachment on spiritual well-being among Chinese older adults. figshare. | link |
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| gao2025_attachment_avoidance | Attachment avoidance subscale, 1-7 Likert; N=459, 6 items, Chinese older adults (CC BY 4.0) Gao, X. (2025). Perceived family support as a double-edged sword: A moderated mediation model of attachment on spiritual well-being among Chinese older adults. figshare. | link |
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| gao2025_family_support | Perceived Family Support scale, 1-7 Likert; N=459, 4 items, Chinese older adults (CC BY 4.0) Gao, X. (2025). Perceived family support as a double-edged sword: A moderated mediation model of attachment on spiritual well-being among Chinese older adults. figshare. | link |
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| gao2025_spiritual_wellbeing | Spiritual well-being scale, 1-5 Likert; N=459, 12 items, Chinese older adults (CC BY 4.0) Gao, X. (2025). Perceived family support as a double-edged sword: A moderated mediation model of attachment on spiritual well-being among Chinese older adults. figshare. | link |
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| gao2025_sse | SSE scale (abbreviation unconfirmed against source paper -- likely self-esteem or self-efficacy related), 1-5 Likert; N=459, 6 items, Chinese older adults (CC BY 4.0) Gao, X. (2025). Perceived family support as a double-edged sword: A moderated mediation model of attachment on spiritual well-being among Chinese older adults. figshare. | link |
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| gao_2022_emotional_resilience | Emotional Resilience Questionnaire items (1-6); 1087 respondents, 11 items, 11957 responses (CC BY 4.0) Gao, Q., Xu, H., Zhang, C., Huang, D., Zhang, T., & Liu, T. (2022). Perceived stress and stress responses during COVID-19: The multiple mediating roles of coping style and resilience. PLOS ONE, 17(12), e0279071. | link |
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| gao_2022_pss10 | Perceived Stress Scale (PSS-10) items (1-5); 1087 respondents, 10 items, 10870 responses (CC BY 4.0) Gao, Q., Xu, H., Zhang, C., Huang, D., Zhang, T., & Liu, T. (2022). Perceived stress and stress responses during COVID-19: The multiple mediating roles of coping style and resilience. PLOS ONE, 17(12), e0279071. | link |
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| gao_2022_scsq | Simplified Coping Style Questionnaire items (1-4); 1087 respondents, 20 items, 21740 responses (CC BY 4.0) Gao, Q., Xu, H., Zhang, C., Huang, D., Zhang, T., & Liu, T. (2022). Perceived stress and stress responses during COVID-19: The multiple mediating roles of coping style and resilience. PLOS ONE, 17(12), e0279071. | link |
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| gao_2022_stress_response | Stress Response Questionnaire items (1-5); 1087 respondents, 28 items, 30436 responses (CC BY 4.0) Gao, Q., Xu, H., Zhang, C., Huang, D., Zhang, T., & Liu, T. (2022). Perceived stress and stress responses during COVID-19: The multiple mediating roles of coping style and resilience. PLOS ONE, 17(12), e0279071. | link |
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| gao_2024_abq | Athlete Burnout Questionnaire (15 items), 1-5; 501 elite Chinese athletes; cov_age, cov_gender (code). (CC BY 4.0) Gao, Y., & Wang, L. (2024). A study on the relationship and path between mental health and burnout of Chinese athletes. Frontiers in Psychology, 15, 1422207. | link |
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| gao_2024_apsq | Athlete Psychological Strain Questionnaire (10 items), 1-5; 501 elite Chinese athletes; cov_age, cov_gender (code). (CC BY 4.0) Gao, Y., & Wang, L. (2024). A study on the relationship and path between mental health and burnout of Chinese athletes. Frontiers in Psychology, 15, 1422207. | link |
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| gao_2024_gad7 | GAD-7, stored 1-4 (the file's scoring subtracts 1); 501 elite Chinese athletes; cov_age, cov_gender (code). (CC BY 4.0) Gao, Y., & Wang, L. (2024). A study on the relationship and path between mental health and burnout of Chinese athletes. Frontiers in Psychology, 15, 1422207. | link |
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| gao_2024_phq9 | PHQ-9, stored 1-4 (the file's scoring subtracts 1); 501 elite Chinese athletes; cov_age, cov_gender (code). (CC BY 4.0) Gao, Y., & Wang, L. (2024). A study on the relationship and path between mental health and burnout of Chinese athletes. Frontiers in Psychology, 15, 1422207. | link |
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| gapinski_2021_river_large_wood conjoint · source = "conj" |
Choice experiment in a representative German survey: respondents chose among the current state of a river landscape and two restoration alternatives that differ in floodplain land use, amount of deadwood, recreational usability and annual property tax, after one of three ecosystem-service information formats. N = 2,100 adults, 8 tasks, choice, no opt-out. (CC BY 3.0) Gapinski, C. M., Hermes, J., & von Haaren, C. (2021). Why people like or dislike large wood in rivers: A representative survey of the general public in Germany. River Research and Applications, 37(2), 187-197. | link |
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| garbe_2025_digital_id conjoint · source = "conj" |
Kenyan adults in face-to-face interviews (n=2,072; Nairobi, Mt. Kenya, Nyanza, Garissa) compared 3 pairs of hypothetical digital ID policies varying use for social protection, data sharing for public services, police access to biometric photos, tax-ID linkage and voter registration; choice, support and willingness to register for each policy, plus five round-1 mechanism ratings. (CC0 1.0) Garbe, L., McMurry, N., Scacco, A., & Zhang, K. W. (2025). Who wants to be legible? Digitalization and intergroup inequality in Kenya. Comparative Political Studies, 58(9), 1803-1853. | link |
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| garcia_ull_2026_compliance | Declared compliance with six categories of confinement measures; 6 items, 1-5; 146 undergraduates at four Spanish universities (Google Forms, February 2022); covariates: cov_age. (CC BY 4.0) Garcia-Ull, F. J. (2026). Dataset: Cuestionario sobre medidas de confinamiento, vigilancia percibida y cumplimiento normativo en estudiantes universitarios espanoles (2022) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19183916 | link |
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| garcia_ull_2026_measure_agreement | Agreement with six categories of COVID-19 confinement measures; 6 items, 1-5; 146 undergraduates at four Spanish universities (Google Forms, February 2022); covariates: cov_age. (CC BY 4.0) Garcia-Ull, F. J. (2026). Dataset: Cuestionario sobre medidas de confinamiento, vigilancia percibida y cumplimiento normativo en estudiantes universitarios espanoles (2022) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19183916 | link |
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| garcia_ull_2026_perceived_surveil | Perceived surveillance of one's compliance with six categories of confinement measures; 6 items, 1-5; 146 undergraduates at four Spanish universities (Google Forms, February 2022); covariates: cov_age. (CC BY 4.0) Garcia-Ull, F. J. (2026). Dataset: Cuestionario sobre medidas de confinamiento, vigilancia percibida y cumplimiento normativo en estudiantes universitarios espanoles (2022) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19183916 | link |
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| garciabacete_2023_friendship_features | Friendship Features Interview for Young Children (Ladd, Kochenderfer & Coleman 1996, Spanish translation), 24 items about a best friend (validation, aid, disclosure, conflict, exclusivity, satisfaction, affect in school), 1-3 (no, sometimes, yes). 118 fourth-grade pupils, GREI Castellon comparison cohort, spring 2013. Covariates: sex, friend's sex, classroom. (CC BY 4.0) Garcia Bacete FJ, Marande Perrin G, Munoz Tinoco MV, GREI Group (2023). FRIENDSHIP-Q_Data_CC_T4-Post. Zenodo. https://doi.org/10.5281/zenodo.7499867 | link |
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| garciabacete_2023_loneliness | Loneliness and Social Dissatisfaction Questionnaire (Cassidy & Asher; 16 loneliness items, 1-3, keyed toward loneliness) answered individually by 213 second-grade pupils in Castellon, Spain (spring 2012). (CC BY 4.0) García Bacete, F. J., Marande Perrin, G., Muñoz Tinoco, M. V., & GREI Group (2023). Loneliness and Social Dissatisfaction Questionnaire / Cuestionario de Soledad e Insatisfacción Social // LONELINESS_Data_IC_T2-Post [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7393569 | link |
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| garciabacete_2023_qti_ep | Questionnaire on Teacher Interaction - Early Primary (QTI-EP; Zijlstra et al. 2013, Spanish validation), 20 items, 1-5 (never .. always). 357 second-grade pupils, GREI comparison cohorts, Castellon and Seville, spring 2011. Covariates: sex, site, classroom. (CC BY 4.0) Garcia Bacete FJ, Marande Perrin G, Munoz Tinoco MV, GREI Group (2023). QTI-EP_Data_CC-CS_T2-Post. Zenodo. https://doi.org/10.5281/zenodo.7487238 | link |
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| garciabacete_2023_tsr_cr | Teacher Student Relationships - Child Rating (Wu, Hughes & Kwok 2010, Spanish translation), 22 items (warmth, conflict, closeness), 1-5. 202 sixth-grade pupils, GREI comparison cohort, Castellon, autumn 2014. Covariates: sex, site, classroom. (CC BY 4.0) Garcia Bacete FJ, Marande Perrin G, Munoz Tinoco MV, GREI Group (2023). TEACHER-STUDENT-CR_Data_CC_T6-Pre. Zenodo. https://doi.org/10.5281/zenodo.7489024 | link |
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| garciabacete_2023_victimization | Self-perceived Victimization Questionnaire (8 items, 1-4) for 215 second-grade pupils in Castellon, Spain (GREI project, T2-post). (CC BY 4.0) García Bacete, F. J., Marande Perrin, G., Muñoz Tinoco, M. V., Jiménez Lagares, I., & GREI Group (2023). Self-perceived Victimization Questionnaire / Cuestionario de Autopercepción de Ser Victimizado // VICTIMIZATION_Data_IC_T2-Post [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7393759 | link |
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| garciabatista_2021_erq | Emotional Regulation Questionnaire (ERQ, 10 items), health workers during COVID-19, N=187 (CC BY 4.0) García-Batista ZE, Guerra-Peña K, Nouri Kandany V, Marte MI, Garrido LE, Cantisano-Guzmán LM, et al. (2021). COVID-19 pandemic and health worker stress: The mediating effect of emotional regulation. PLOS ONE, 16(11), e0259013. https://doi.org/10.1371/journal.pone.0259013 | link |
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| garciaramirez_2025_crossing_compliant conjoint · source = "conj" |
Visual discrete choice experiment on pedestrian crossing in Ecuador (Experiment 2, images of compliant pedestrian behaviour): 392 respondents chose among a pedestrian bridge, a direct crossing and a signalised intersection in each of six fixed scenarios that varied trip delay, accompanying minor, vehicle flow and extra distance. (CC BY 4.0) Garcia-Ramirez, Y. (2025). Dataset and R script for visual discrete choice experiments on pedestrian crossing behavior in Ecuador [Data set]. Zenodo. | link |
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| garciaramirez_2025_crossing_noncompliant conjoint · source = "conj" |
Visual discrete choice experiment on pedestrian crossing in Ecuador (Experiment 1, images of non-compliant pedestrian behaviour): 483 respondents chose among a pedestrian bridge, a direct crossing and a signalised intersection in each of six fixed scenarios that varied trip delay, accompanying minor, vehicle flow and extra distance. (CC BY 4.0) Garcia-Ramirez, Y. (2025). Dataset and R script for visual discrete choice experiments on pedestrian crossing behavior in Ecuador [Data set]. Zenodo. | link |
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| garciaramirez_2026_parking_loja conjoint · source = "conj" |
Stated-preference experiment on parking choice among 227 licensed drivers in Loja (collected 2024): in each of six fixed scenarios respondents chose among regulated on-street parking, private parking, irregular parking and leaving the car at home, described by walking distance, cost, probability of finding a space, search time, fine probability and amount, security and surveillance. (CC BY 4.0) Garcia-Ramirez, Y. (2026). Parking choice behaviour in Loja, Ecuador: Dataset and analysis script [Data set]. Zenodo. | link |
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| garciaramirez_2026_parking_national conjoint · source = "conj" |
Stated-preference experiment on parking choice among 2150 licensed drivers in 27 Ecuadorian cities (online): in each of six fixed scenarios respondents chose among regulated on-street parking, private parking, irregular parking and leaving the car at home, described by walking distance, cost, probability of finding a space, search time, fine probability and amount, security and surveillance. (CC BY 4.0) Garcia-Ramirez, Y. (2026). Data and R script for: Parking choice behavior in Ecuadorian cities: A national stated preference analysis with revealed preference validation, technology adoption, and inter-city heterogeneity [Data set]. Zenodo. | link |
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| gatto_2025_candidate_selection conjoint · source = "conj" |
Party executive-board members in Austria, Germany and Switzerland (n=1,856; 1,343 in the authors' 1,389-elite sample) made 8 forced choices between two fictitious aspirants for a prominent list place, varying age, gender, education, experience, issue and relative ideology, with a randomized share of women already on the list. (CC0 1.0) Gatto, M. A. C., & Radojevic, M. (2025). Choosing women: Party elites' preferences in the candidate selection process. British Journal of Political Science, 55, e36. | link |
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| gavinchocano_2026_tmms_attention | TMMS-24 emotional attention, 8 items, 1-5. 695 Spanish compulsory-secondary pupils, pretest only (the posttest repeats the pretest row for 108 pupils and is not shipped). No covariates. (CC BY 4.0) Gavin-Chocano O, Gonzalez-Castellano N, Berrios-Aguayo B, et al. (2026). Emotional intelligence and creativity: a longitudinal study of pupils in Compulsory Secondary Education. Zenodo. https://doi.org/10.5281/zenodo.23585324 | link |
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| gavinchocano_2026_tmms_clarity | TMMS-24 emotional clarity, 8 items, 1-5. 695 Spanish compulsory-secondary pupils, pretest only (the posttest repeats the pretest row for 108 pupils and is not shipped). No covariates. (CC BY 4.0) Gavin-Chocano O, Gonzalez-Castellano N, Berrios-Aguayo B, et al. (2026). Emotional intelligence and creativity: a longitudinal study of pupils in Compulsory Secondary Education. Zenodo. https://doi.org/10.5281/zenodo.23585324 | link |
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| gavinchocano_2026_tmms_repair | TMMS-24 emotional repair, 8 items, 1-5. 695 Spanish compulsory-secondary pupils, pretest only (the posttest repeats the pretest row for 108 pupils and is not shipped). No covariates. (CC BY 4.0) Gavin-Chocano O, Gonzalez-Castellano N, Berrios-Aguayo B, et al. (2026). Emotional intelligence and creativity: a longitudinal study of pupils in Compulsory Secondary Education. Zenodo. https://doi.org/10.5281/zenodo.23585324 | link |
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| gazmararian_2024_net_metering conjoint · source = "conj" |
Paired conjoint on solar net-metering donation programs in the US: 2,006 Qualtrics panel respondents compared 4 pairs of programs varying federal tax credit, target community, an extra recipient tax credit, average yearly solar profit, community participation and project type; outcomes are a forced choice and the percent of solar profits the respondent would donate under each program. (CC BY-NC 4.0) Gazmararian, A. F., & Tingley, D. (2024). Reimagining net metering: A polycentric model for equitable solar adoption in the United States. Energy Research & Social Science, 108, 103374. | link |
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| gazmararian_2024_transition_fair conjoint · source = "conj" |
248 adults recruited at two county fairs in Southwest Pennsylvania (July-August 2021) each chose between 2 government proposals to help fossil fuel workers and communities in 6 tasks; proposals varied in retraining program, retrained salary, retraining time, income support, benefit support, relocation support and community investment. (CC0 1.0) Gazmararian, A. F. (2024). Fossil fuel communities support climate policy coupled with just transition assistance. Energy Policy, 184, 113880. | link |
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| gazmararian_2024_transition_national conjoint · source = "conj" |
1,001 US adults (Lucid, February-March 2023) each chose between 2 government proposals to help fossil fuel workers and communities in 5 tasks; proposals varied in retraining program, retrained salary, retraining time, income support, benefit support, relocation support and community investment. (CC0 1.0) Gazmararian, A. F. (2024). Fossil fuel communities support climate policy coupled with just transition assistance. Energy Policy, 184, 113880. | link |
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| gcb5_2025 | Item-level responses from the Generic Conspiracist Beliefs Scale–5 (GCB-5), adminstered twice in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| gcbs_brotherton_2013 | Generic Conspiracist Beliefs Scale (CC BY 4.0) Brotherton, R., French, C. C., & Pickering, A. D. (2013). Measuring belief in conspiracy theories: The generic conspiracist beliefs scale. Frontiers in psychology, 4, 279. | link |
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| gcbs_brotherton_2013_tipi | Ten Item Personality Inventory (CC BY 4.0) Brotherton, R., French, C. C., & Pickering, A. D. (2013). Measuring belief in conspiracy theories: The generic conspiracist beliefs scale. Frontiers in psychology, 4, 279. | link |
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| gcbs_brotherton_2013_vcl | Vocabulary check (CC BY 4.0) Brotherton, R., French, C. C., & Pickering, A. D. (2013). Measuring belief in conspiracy theories: The generic conspiracist beliefs scale. Frontiers in psychology, 4, 279. | link |
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| ge_2021_eri | Effort-Reward Imbalance scale (ERI), 16 items on a 1-4 scale, Chinese healthcare workers. 21,232 responses from 1,327 respondents on 16 items. (CC BY 4.0) Ge J, He J, Liu Y, Zhang J, Pan J, Zhang X, Liu D (2021). Effects of effort-reward imbalance, job satisfaction, and work engagement on self-rated health among healthcare workers. BMC Public Health, 21, 195. https://doi.org/10.1186/s12889-021-10233-w | link |
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| ge_2021_job_satisfaction | Job satisfaction scale (10 items, one per aspect: abilities, personal satisfaction, colleagues, superiors, advancement, management, training, compensation, facility, welfare) on a 1-6 scale, Chinese healthcare workers. 13,270 responses from 1,327 respondents on 10 items. (CC BY 4.0) Ge J, He J, Liu Y, Zhang J, Pan J, Zhang X, Liu D (2021). Effects of effort-reward imbalance, job satisfaction, and work engagement on self-rated health among healthcare workers. BMC Public Health, 21, 195. https://doi.org/10.1186/s12889-021-10233-w | link |
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| ge_2021_uwes | Utrecht Work Engagement Scale (UWES-17, Chinese version), 17 items on a 0-6 scale, Chinese healthcare workers. 22,559 responses from 1,327 respondents on 17 items. (CC BY 4.0) Ge J, He J, Liu Y, Zhang J, Pan J, Zhang X, Liu D (2021). Effects of effort-reward imbalance, job satisfaction, and work engagement on self-rated health among healthcare workers. BMC Public Health, 21, 195. https://doi.org/10.1186/s12889-021-10233-w | link |
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| ge_2025_coping | Scenario-based coping with worry: 5 scenarios (school, peer, health, appearance, family) x 3 strategies (emotion-focused, social, problem-focused), 1-5 likelihood, from 338 sixth-grade pupils in southeast China (CC BY 4.0) Ge, Y., & Tolmie, A. K. (2025). Pathways of Worry During the Transition to Adolescence: An Exploration of Students' Emotion Regulation, Metacognitive Beliefs and Coping. Journal of Intelligence, 13(8), 90. | link |
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| ge_2025_cwms | Children's Worry Management Scale items (inhibition 4, dysregulation 3; 1-5 Likert) from 338 sixth-grade pupils in southeast China (CC BY 4.0) Ge, Y., & Tolmie, A. K. (2025). Pathways of Worry During the Transition to Adolescence: An Exploration of Students' Emotion Regulation, Metacognitive Beliefs and Coping. Journal of Intelligence, 13(8), 90. | link |
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| ge_2025_eesc | Emotion Expression Scale for Children poor-awareness subscale (8 items worded for worry, 1-5 Likert) from 338 sixth-grade pupils in southeast China (CC BY 4.0) Ge, Y., & Tolmie, A. K. (2025). Pathways of Worry During the Transition to Adolescence: An Exploration of Students' Emotion Regulation, Metacognitive Beliefs and Coping. Journal of Intelligence, 13(8), 90. | link |
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| ge_2025_mcqcr | Metacognitions Questionnaire for Children-Revised negative beliefs and cognitive self-consciousness subscales (12 items, 1-5 Likert) from 338 sixth-grade pupils in southeast China (CC BY 4.0) Ge, Y., & Tolmie, A. K. (2025). Pathways of Worry During the Transition to Adolescence: An Exploration of Students' Emotion Regulation, Metacognitive Beliefs and Coping. Journal of Intelligence, 13(8), 90. | link |
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| geacaballero_2019_pes_nwi | 30-item Practice Environment Scale-Nursing Work Index (4-point Likert) among primary care nurses (N=269) (CC BY 4.0) Gea-Caballero V, Juarez-Vela R, Diaz-Herrera M-A, Marmol-Lopez M-I, Alfaro Blazquez R, Martinez-Riera JR (2019). Development of a short questionnaire based on the Practice Environment Scale-Nursing Work Index in primary health care. PeerJ. | link |
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| geacaballero_2019_pes_nwi_short | 31-item proposed short yes/no version of the Practice Environment Scale-Nursing Work Index among primary care nurses (N=263) (CC BY 4.0) Gea-Caballero V, Juarez-Vela R, Diaz-Herrera M-A, Marmol-Lopez M-I, Alfaro Blazquez R, Martinez-Riera JR (2019). Development of a short questionnaire based on the Practice Environment Scale-Nursing Work Index in primary health care. PeerJ. | link |
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| geiser_tam | Data from mental rotation tasks (GPL-3.0) Geiser, C., Lehmann, W., & Eid, M. (2006). Separating" rotators" from" nonrotators" in the mental rotations test: A multigroup latent class analysis. Multivariate Behavioral Research, 41(3), 261-293. | link |
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| gelston_2019_ophtho_confidence | Confidence in ophthalmic care, 32 items, 1 = not confident ... 5 = very confident: 8 eye-exam skills, 20 ocular conditions, 4 drug classes. 1,025 US internal medicine, emergency medicine and family medicine residents (2018). Covariates: program, PGY year, gender, race/ethnicity, medical school location code, ophthalmology teaching hours codes. (CC0 1.0) Gelston, C. D., & Patnaik, J. L. (2019). Ophthalmology training and competency levels in caring for patients with ophthalmic complaints among United States internal medicine, emergency medicine, and family medicine residents. Journal of Educational Evaluation for Health Professions, 16, 25. https://doi.org/10.3352/jeehp.2019.16.25 | link |
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| genai_arena_edit competitions · source = "comp" |
GenAI-Arena is TIGER-Lab's arena for generative vision models: a person writes a prompt, sees two anonymous models' outputs, and votes. The task an arena covers is encoded in the model name and nowhere else, so the deposit's votes are split into three tables (genai_arena_t2i, genai_arena_edit, genai_arena_t2v) and no vote crosses a task boundary. Image-editing votes: 1,264 votes between 11 named models, 2024-02-12 to 2024-12-17. agent_a wins 347, agent_b 371, 546 draws -- a 43% draw rate, far above the generation arenas, which is what a harder-to-judge task looks like. No homefield column: the left side wins 48.33% of decided votes, z = -0.90. agent_a is the left model and agent_b the right, read from the record's `states` (the top-level `models` field is empty on every vote). `outcome` keeps the vote as recorded (leftvote, rightvote, tievote, bothbad_vote) where `winner` collapses the last two to draw. The source records carry an `ip` field, populated on about a quarter of rows; it is dropped. Those are private-range (10.x.x.x) load-balancer addresses, so they identify nobody -- and are useless as a rater key for the same reason, which is why these tables have no rater column. The prompts are dropped too. (CC BY 4.0) TIGER-Lab. (2025). GenAI-Arena-logs [Data set]. Hugging Face. https://huggingface.co/datasets/TIGER-Lab/GenAI-Arena-logs | link |
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| genai_arena_t2i competitions · source = "comp" |
GenAI-Arena is TIGER-Lab's arena for generative vision models: a person writes a prompt, sees two anonymous models' outputs, and votes. The task an arena covers is encoded in the model name and nowhere else, so the deposit's votes are split into three tables (genai_arena_t2i, genai_arena_edit, genai_arena_t2v) and no vote crosses a task boundary. Image-generation votes: 8,094 votes between 28 named models, 2024-02-12 to 2025-01-07. agent_a wins 2,982, agent_b 2,968, 2,144 draws. No homefield column: slot assignment is balanced and the left side wins 50.07% of decided votes, z = +0.10. agent_a is the left model and agent_b the right, read from the record's `states` (the top-level `models` field is empty on every vote). `outcome` keeps the vote as recorded (leftvote, rightvote, tievote, bothbad_vote) where `winner` collapses the last two to draw. The source records carry an `ip` field, populated on about a quarter of rows; it is dropped. Those are private-range (10.x.x.x) load-balancer addresses, so they identify nobody -- and are useless as a rater key for the same reason, which is why these tables have no rater column. The prompts are dropped too. (CC BY 4.0) TIGER-Lab. (2025). GenAI-Arena-logs [Data set]. Hugging Face. https://huggingface.co/datasets/TIGER-Lab/GenAI-Arena-logs | link |
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| genai_arena_t2v competitions · source = "comp" |
GenAI-Arena is TIGER-Lab's arena for generative vision models: a person writes a prompt, sees two anonymous models' outputs, and votes. The task an arena covers is encoded in the model name and nowhere else, so the deposit's votes are split into three tables (genai_arena_t2i, genai_arena_edit, genai_arena_t2v) and no vote crosses a task boundary. Video-generation votes: 2,622 votes between 17 named models, 2024-04-23 to 2025-01-06. agent_a wins 874, agent_b 896, 852 draws. No homefield column: the left side wins 49.38% of decided votes, z = -0.52. agent_a is the left model and agent_b the right, read from the record's `states` (the top-level `models` field is empty on every vote). `outcome` keeps the vote as recorded (leftvote, rightvote, tievote, bothbad_vote) where `winner` collapses the last two to draw. The source records carry an `ip` field, populated on about a quarter of rows; it is dropped. Those are private-range (10.x.x.x) load-balancer addresses, so they identify nobody -- and are useless as a rater key for the same reason, which is why these tables have no rater column. The prompts are dropped too. (CC BY 4.0) TIGER-Lab. (2025). GenAI-Arena-logs [Data set]. Hugging Face. https://huggingface.co/datasets/TIGER-Lab/GenAI-Arena-logs | link |
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| gender_roles | Data from an interactive version of the Open Sex-Role Inventory, which measures masculinity and femininity (or gendered personality traits) (CC BY-NC-SA 4.0) (2019). Open Sex Role Inventory [dataset and codebook]. https://openpsychometrics.org/_rawdata/OSRI44_dev_data.zip | link |
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| gene_likert_aivelo_2020 | Shortened Sherman Mathematics Attitude Scale (FSMAS), Shortened Biohead-Citizen questionnaire (CC BY 4.0) Aivelo, T., & Uitto, A. (2020, May 22). Factors explaining students’ attitudes towards learning in genetics and belief in genetic determinism. https://doi.org/10.35542/osf.io/d5hzg | link |
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| geng_2024_math_engagement | Mathematical behavioural engagement, the behavioural engagement subscale of Fredricks et al.'s learning engagement scale, 11 items (BE1-11). 1,025 junior high school students (grades 7-9) in China, 2024. All items 1 (strongly disagree) to 5 (strongly agree). Covariates: gender, grade. (CC BY 4.0) Geng Q, Amini M, Hashim SNAB, Zhu M (2024). The mediating roles of academic self-efficacy and learning interest in the relationship between teaching style and math behavior engagement among junior high school students in China. PLOS ONE 19(10): e0311959. | link |
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| geng_2024_math_interest | Mathematics learning interest scale (Wu & Liu 2017), 17 items (TSI1-5, MSI1-5, II1-7). 1,025 junior high school students (grades 7-9) in China, 2024. All items 1 (strongly disagree) to 5 (strongly agree). Covariates: gender, grade. (CC BY 4.0) Geng Q, Amini M, Hashim SNAB, Zhu M (2024). The mediating roles of academic self-efficacy and learning interest in the relationship between teaching style and math behavior engagement among junior high school students in China. PLOS ONE 19(10): e0311959. | link |
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| geng_2024_math_self_efficacy | Academic self-efficacy scale adapted from Liang (2000), mathematics: learning ability (SLA1-11) and learning behaviour (SLB1-11), 22 items. 1,025 junior high school students (grades 7-9) in China, 2024. All items 1 (strongly disagree) to 5 (strongly agree). Covariates: gender, grade. (CC BY 4.0) Geng Q, Amini M, Hashim SNAB, Zhu M (2024). The mediating roles of academic self-efficacy and learning interest in the relationship between teaching style and math behavior engagement among junior high school students in China. PLOS ONE 19(10): e0311959. | link |
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| geng_2024_teaching_style | Effective teaching styles scale (Him et al. 2011), students' ratings of their math teacher: humorous/lively (HLS1-6), rigorous/logical (RLS1-5), caring/sharing (CSS1-4), innovative/exploratory (IES1-3), 18 items. 1,025 junior high school students (grades 7-9) in China, 2024. All items 1 (strongly disagree) to 5 (strongly agree). Covariates: gender, grade. (CC BY 4.0) Geng Q, Amini M, Hashim SNAB, Zhu M (2024). The mediating roles of academic self-efficacy and learning interest in the relationship between teaching style and math behavior engagement among junior high school students in China. PLOS ONE 19(10): e0311959. | link |
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| gengler_2021_survey_participation conjoint · source = "conj" |
Qatari citizens and resident expatriates (interviewer-administered survey, Qatar University SESRI, n=1,680) heard three hypothetical survey invitations varying sponsor, mode (in person / telephone), length (nested in mode) and topic, and said how likely they would be to take part (1 very likely to 4 very unlikely). (CC0 1.0) Gengler, J. J., Tessler, M., Lucas, R., & Forney, J. (2021). 'Why do you ask?' The nature and impacts of attitudes towards public opinion surveys in the Arab World. British Journal of Political Science, 51(1), 115-136. | link |
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| genpsych_russell_2024_gemma | LLM-generated big 5 inventory (CC0 1.0) Russell-Lasalandra, L. L., Christensen, A. P., & Golino, H. (2024, September 12). Generative Psychometrics via AI-GENIE: Automatic Item Generation and Validation via Network-Integrated Evaluation. https://doi.org/10.31234/osf.io/fgbj4 | link |
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| genpsych_russell_2024_gpt3_5 | LLM-generated big 5 inventory (CC0 1.0) Russell-Lasalandra, L. L., Christensen, A. P., & Golino, H. (2024, September 12). Generative Psychometrics via AI-GENIE: Automatic Item Generation and Validation via Network-Integrated Evaluation. https://doi.org/10.31234/osf.io/fgbj4 | link |
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| genpsych_russell_2024_gpt4o | LLM-generated big 5 inventory (CC0 1.0) Russell-Lasalandra, L. L., Christensen, A. P., & Golino, H. (2024, September 12). Generative Psychometrics via AI-GENIE: Automatic Item Generation and Validation via Network-Integrated Evaluation. https://doi.org/10.31234/osf.io/fgbj4 | link |
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| genpsych_russell_2024_llama3 | LLM-generated big 5 inventory (CC0 1.0) Russell-Lasalandra, L. L., Christensen, A. P., & Golino, H. (2024, September 12). Generative Psychometrics via AI-GENIE: Automatic Item Generation and Validation via Network-Integrated Evaluation. https://doi.org/10.31234/osf.io/fgbj4 | link |
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| genpsych_russell_2024_mixtral | LLM-generated big 5 inventory (CC0 1.0) Russell-Lasalandra, L. L., Christensen, A. P., & Golino, H. (2024, September 12). Generative Psychometrics via AI-GENIE: Automatic Item Generation and Validation via Network-Integrated Evaluation. https://doi.org/10.31234/osf.io/fgbj4 | link |
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| geography | Items testing knowledge of geography (ODbL 1.0) Papoušek, J., Pelánek, R., & Stanislav, V. (2016). Adaptive geography practice data set. Journal of Learning Analytics, 3(2), 317-321. | link |
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| geography_nom nominal · source = "nom" |
Nominal companion of geography (slepemapy.cz adaptive geography practice, 2012-2015): 10.1M answers, 91,331 learners, 1,458 places; text = id of the place chosen, or dont_know; options offered in trial_options, place names in itemcov_place_name. (ODbL 1.0) Papoušek, J., Pelánek, R., & Stanislav, V. (2016). Adaptive geography practice data set. Journal of Learning Analytics, 3(2), 317-321. | link |
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| gerard_2018_metatraits | Big Five and Metatraits (CC0 1.0) DeYoung, C. G., Tai, M. H., Chou, E., & Mlačić, B. (2026). Are the metatraits fact or artifact? Ruling out alternative explanations for the higher-order factors of the Big Five. Journal of Personality and Social Psychology, 130(6), 1190–1207. | link |
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| gerber_2022_altruism | Altruism scale, Swiss summer camp children, 14 items, 0-4, pre/post camp (wave=1/2), N=256 (CC BY 4.0) Gerber, Y., et al. (2022). The effects of Swiss summer camp on the development of socio-emotional abilities in children. PLOS ONE. | link |
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| gerber_2022_eas_temperament | 20-item French EAS temperament questionnaire (emotionality/activity/sociability/shyness subscales, 5 items each, reverse-worded items recoded), pre/post two-week gap; N=256 Swiss children aged 6-16 (summer camp vs school control) (CC BY 4.0) Gerber Y, Gentaz E, Malsert J (2022) The effects of Swiss summer camp on the development of socio-emotional abilities in children. PLoS ONE 17(10): e0276665. | link |
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| gerber_2022_self_esteem | Self-esteem scale, Swiss summer camp children, 9 items, -2 to 2, pre/post camp (wave=1/2), N=256 (CC BY 4.0) Gerber, Y., et al. (2022). The effects of Swiss summer camp on the development of socio-emotional abilities in children. PLOS ONE. | link |
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| gerber_2022_selfesteem | 9-item self-assessment/self-esteem questionnaire (Maintier & Alaphilippe), social-comparison items, pre/post two-week gap; N=256 Swiss children aged 6-16 (summer camp vs school control) (CC BY 4.0) Gerber Y, Gentaz E, Malsert J (2022) The effects of Swiss summer camp on the development of socio-emotional abilities in children. PLoS ONE 17(10): e0276665. | link |
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| gerbig_2023_ctq | Childhood Trauma Questionnaire short form (28 items incl. 3 minimisation items, 1-5, unreversed) for 125 psychiatric outpatients and 131 non-clinical participants in Jimma, Ethiopia. (CC BY 4.0) Gerbig, P., Reinhard, M. A., Ababu, H., Rek, S., Amann, B. L., Adorjan, K., Abera, M., Padberg, F., & Jobst, A. (2025). Are loneliness and social network size mediators between childhood adversity and depressive symptoms? A cross-sectional replication study in Ethiopia. BMJ Open, 15(8), e088098. https://doi.org/10.1136/bmjopen-2024-088098 | link |
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| gerbig_2023_ucla | Revised UCLA Loneliness Scale (20 items, 1-4, unreversed) for 125 psychiatric outpatients and 131 non-clinical participants in Jimma, Ethiopia. (CC BY 4.0) Gerbig, P., Reinhard, M. A., Ababu, H., Rek, S., Amann, B. L., Adorjan, K., Abera, M., Padberg, F., & Jobst, A. (2025). Are loneliness and social network size mediators between childhood adversity and depressive symptoms? A cross-sectional replication study in Ethiopia. BMJ Open, 15(8), e088098. https://doi.org/10.1136/bmjopen-2024-088098 | link |
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| gerbig_2023_who5 | WHO-5 Well-Being Index (5 items, 0-5) for 125 psychiatric outpatients and 131 non-clinical participants in Jimma, Ethiopia. (CC BY 4.0) Gerbig, P., Reinhard, M. A., Ababu, H., Rek, S., Amann, B. L., Adorjan, K., Abera, M., Padberg, F., & Jobst, A. (2025). Are loneliness and social network size mediators between childhood adversity and depressive symptoms? A cross-sectional replication study in Ethiopia. BMJ Open, 15(8), e088098. https://doi.org/10.1136/bmjopen-2024-088098 | link |
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| gereke_2023_trust conjoint · source = "conj" |
Trust-game vignette experiment fielded on Qualtrics panels in the United States (November 2017), South Africa (July 2017) and Switzerland (December 2016), pooled with cov_country: 3,059 respondents x 1 single-profile task, the first of two vignettes, in which the respondent decides whether to transfer 10 hypothetical "Internet dollars" to a described stranger (choice = 1 transferred). Two randomized attributes, the alter's nationality (citizen / non-citizen, i.e. a conational or a foreign national resident of the same country) and gender; gender was manipulated only in the United States and South Africa, so every Swiss respondent saw a female alter here. Levels are the deposit's own English labels: the vignette prose respondents read is in a paywalled supplement and is not deposited. Covariates: country, gender, age band, years of education, employment, two 0-4 risk sliders, a 0-4 item on giving nationals priority for jobs, and the four true/false comprehension checks asked after this vignette. The second vignette, with a different randomly drawn partner, is gereke_2023_trustworthiness; id matches across the two tables. Conjoint layout (data/conjoint/README.md). (CC BY 4.0) Gereke, J., & Ruedin, D. (2023). Shared nationality in social exchange: A trust vignette experiment in the United States, South Africa, and Switzerland. Socius, 9, 1-9. https://doi.org/10.1177/23780231231189945 | link |
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| gereke_2023_trustworthiness conjoint · source = "conj" |
Trust-game vignette experiment fielded on Qualtrics panels in the United States (November 2017), South Africa (July 2017) and Switzerland (December 2016), pooled with cov_country: 2,966 respondents x 1 single-profile task, the second of two vignettes, in which a described stranger has already transferred to the respondent and the respondent decides whether to transfer 22 "Internet dollars" back rather than keep 40 (choice = 1 reciprocated). Two randomized attributes, the alter's nationality (citizen / non-citizen) and gender; gender was manipulated only in the United States and South Africa, so every Swiss respondent saw a male alter here. Levels are the deposit's own English labels: the vignette prose respondents read is in a paywalled supplement and is not deposited. Covariates: country, gender, age band, years of education, employment, two 0-4 risk sliders, a 0-4 item on giving nationals priority for jobs, and the three manipulation checks the authors score against this vignette's profile. The first vignette, with a different randomly drawn partner, is gereke_2023_trust; id matches across the two tables. Conjoint layout (data/conjoint/README.md). (CC BY 4.0) Gereke, J., & Ruedin, D. (2023). Shared nationality in social exchange: A trust vignette experiment in the United States, South Africa, and Switzerland. Socius, 9, 1-9. https://doi.org/10.1177/23780231231189945 | link |
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| germann_2026_environment | London Bridge Attack 2017 panel survey; environmental protection items (env1–env2); N≈53461; 1–5 Likert; wave=pre/during/post attack (CC0 1.0) Germann, M., Godefroidt, A., & Mendez, F. (2026). Does Islamist Terrorism Still Affect Political Attitudes? European Journal of Political Research (forthcoming). Replication data: doi:10.7910/DVN/ALYGQS | link |
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| germann_2026_immigration | London Bridge Attack 2017 panel survey; immigration policy support items (imm1–imm3); N≈53608; 1–5 Likert; wave=pre/during/post attack (CC0 1.0) Germann, M., Godefroidt, A., & Mendez, F. (2026). Does Islamist Terrorism Still Affect Political Attitudes? European Journal of Political Research (forthcoming). Replication data: doi:10.7910/DVN/ALYGQS | link |
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| germann_2026_national_identity | London Bridge Attack 2017 panel survey; national identity self-placement sliders (englid/britid/euid/scotid/welshid); N≈53179; 0–100 continuous; wave=pre/during/post attack (CC0 1.0) Germann, M., Godefroidt, A., & Mendez, F. (2026). Does Islamist Terrorism Still Affect Political Attitudes? European Journal of Political Research (forthcoming). Replication data: doi:10.7910/DVN/ALYGQS | link |
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| germann_2026_redistribution | London Bridge Attack 2017 panel survey; economic redistribution items (redistr1–redistr4); N≈53609; 1–5 Likert; wave=pre/during/post attack (CC0 1.0) Germann, M., Godefroidt, A., & Mendez, F. (2026). Does Islamist Terrorism Still Affect Political Attitudes? European Journal of Political Research (forthcoming). Replication data: doi:10.7910/DVN/ALYGQS | link |
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| germann_2026_state_intervention | London Bridge Attack 2017 panel survey; state intervention in economy items (statint1–statint2); N≈53451; 1–5 Likert; wave=pre/during/post attack (CC0 1.0) Germann, M., Godefroidt, A., & Mendez, F. (2026). Does Islamist Terrorism Still Affect Political Attitudes? European Journal of Political Research (forthcoming). Replication data: doi:10.7910/DVN/ALYGQS | link |
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| gerou_2023_dass21 | Depression, anxiety and stress on the DASS-21, 21 items scored 0-3, answered in Greek by 188 adults. Covariates are gender, age, education and marital status. (CC BY 4.0) Gerou, S., & Adonis, M. (2023). Humility and Negative Affect: The Role of Quiet Ego [Dataset]. figshare. | link |
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| gerou_2023_hexaco_honesty_humility | Honesty-humility on the HEXACO items, 16 items on a 1-5 agreement scale, answered in Greek by 188 adults. Covariates are gender, age, education and marital status. (CC BY 4.0) Gerou, S., & Adonis, M. (2023). Humility and Negative Affect: The Role of Quiet Ego [Dataset]. figshare. | link |
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| gerou_2023_quiet_ego | Quiet ego, 14 items on a 1-5 agreement scale, answered in Greek by 188 adults. Covariates are gender, age, education and marital status. (CC BY 4.0) Gerou, S., & Adonis, M. (2023). Humility and Negative Affect: The Role of Quiet Ego [Dataset]. figshare. | link |
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| gesbert_2021_tdeq | 25-item Talent Development Environment Questionnaire (TDEQ, 1-6 scale) from Swiss elite youth soccer players (CC BY 4.0) Gesbert V, et al. (2021) Reviewing the role of the environment in the talent development of a professional soccer club. PLoS ONE. | link |
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| gest_2025_climate_migration conjoint · source = "conj" |
Residents of the Federated States of Micronesia (offline interviews, 2023, n = 647) chose, in 5 paired tasks, the scenario in which they would be more likely to migrate to the US (health, family, job, climate and income conditions randomized) and rated each scenario's migration likelihood 1-7. (CC0 1.0) Gest, J., Núñez, L., Drinkall, S., & Micky, K. (2025). The effect of slow-onset climate change on migration decisions. International Migration Review. | link |
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| getmansky_2024_refugees conjoint · source = "conj" |
Turkish online-panel respondents (n=2,362) rated and chose between 3 pairs of hypothetical Syrian refugee profiles varying on nine attributes (gender, age, ethnicity, religion, education, Turkish friends, Turkish language, civil-war involvement, torture), for three questions: as a neighbor, for a work permit, and for citizenship. (CC0 1.0) Getmansky, A., Matakos, K., & Sinmazdemir, T. (2024). Diversity without adversity? Ethnic bias toward refugees in a co-religious society. International Studies Quarterly, 68(2), sqae031. | link |
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| gezgin_2026_bsmas | Bergen Social Media Addiction Scale, 6 items, 1-5. 863 Turkish university students. Covariate: age. (CC BY 4.0) Gezgin DM (2026). Mindfulness & Well-being. Zenodo. https://doi.org/10.5281/zenodo.21794626 | link |
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| gezgin_2026_fomo | Fear of Missing Out scale (Przybylski et al. 2013), 10 items, 1-5. 863 Turkish university students. Covariate: age. (CC BY 4.0) Gezgin DM (2026). Mindfulness & Well-being. Zenodo. https://doi.org/10.5281/zenodo.21794626 | link |
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| gezgin_2026_maas | Mindful Attention Awareness Scale (Turkish 'Bilincli Farkindalik'), 15 items, 1-6. 863 Turkish university students. Covariate: age. (CC BY 4.0) Gezgin DM (2026). Mindfulness & Well-being. Zenodo. https://doi.org/10.5281/zenodo.21794626 | link |
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| ghanbari_2016_helma_access | HELMA (Health Literacy Measure for Adolescents) access-to-health-information subscale (11 items 1-5 Likert) N=582 Iranian adolescents (CC BY 4.0) Ghanbari S et al. 2016 PLOS ONE | link |
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| ghanbari_2016_helma_appraise | HELMA appraisal subscale (5 items 1-5 Likert) N=582 Iranian adolescents (CC BY 4.0) Ghanbari S et al. 2016 PLOS ONE | link |
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| ghanbari_2016_helma_comm | HELMA communication subscale (8 items 1-5 Likert) N=582 Iranian adolescents (CC BY 4.0) Ghanbari S et al. 2016 PLOS ONE | link |
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| ghanbari_2016_helma_numeracy | HELMA numeracy subscale (3 items binary correct/incorrect) N=582 Iranian adolescents (CC BY 4.0) Ghanbari S et al. 2016 PLOS ONE | link |
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| ghanbari_2016_helma_reading | HELMA reading subscale (6 items 1-5 Likert) N=582 Iranian adolescents (CC BY 4.0) Ghanbari S et al. 2016 PLOS ONE | link |
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| ghanbari_2016_helma_understand | HELMA understanding subscale (9 items 1-5 Likert) N=582 Iranian adolescents (CC BY 4.0) Ghanbari S et al. 2016 PLOS ONE | link |
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| ghanbari_2016_helma_use | HELMA use-of-information subscale (5 items 1-5 Likert) N=582 Iranian adolescents (CC BY 4.0) Ghanbari S et al. 2016 PLOS ONE | link |
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| ghasemy_2020_commitment | Organizational commitment, 6 items, 1-5; N = 449 academics with science backgrounds; cov_tenure. (CC0 1.0) Ghasemy, M. (2020). Replication Data for: servant leadership behaviors of academics with science backgrounds and their organizational outcomes (commitment, satisfaction, and motivation) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/2HFVF7 | link |
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| ghasemy_2020_job_satisfaction | Job satisfaction, 5 items, 1-5; N = 449 academics with science backgrounds; cov_tenure. (CC0 1.0) Ghasemy, M. (2020). Replication Data for: servant leadership behaviors of academics with science backgrounds and their organizational outcomes (commitment, satisfaction, and motivation) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/2HFVF7 | link |
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| ghasemy_2020_motivation | Work motivation, 6 items, 1-5; N = 449 academics with science backgrounds; cov_tenure. (CC0 1.0) Ghasemy, M. (2020). Replication Data for: servant leadership behaviors of academics with science backgrounds and their organizational outcomes (commitment, satisfaction, and motivation) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/2HFVF7 | link |
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| ghasemy_2020_servant_leadership | Perceived servant leadership, conceptual skills (3) and behaving ethically (3), 6 items, 1-5; N = 449 academics with science backgrounds; cov_tenure. (CC0 1.0) Ghasemy, M. (2020). Replication Data for: servant leadership behaviors of academics with science backgrounds and their organizational outcomes (commitment, satisfaction, and motivation) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/2HFVF7 | link |
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| ghasemy_2021_job_satisfaction | Job satisfaction, 4 items (S4-S7), 1-5; N = 658 academics in Malaysia and Japan; cov_gender, cov_age_band, cov_country, cov_tenure. (CC0 1.0) Ghasemy, M. (2021). Replication Data for: A comparative study between academics in Malaysia and Japan in terms of satisfaction, motivation, and OCBI [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ILLJEW | link |
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| ghasemy_2021_motivation | Academic work motivation, 5 items (M1, M3-M6), 1-5; N = 658 academics in Malaysia and Japan; cov_gender, cov_age_band, cov_country, cov_tenure. (CC0 1.0) Ghasemy, M. (2021). Replication Data for: A comparative study between academics in Malaysia and Japan in terms of satisfaction, motivation, and OCBI [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ILLJEW | link |
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| ghasemy_2021_ocbi | Organizational citizenship behaviour toward individuals (OCBI), 5 items, 1-5; N = 658 academics in Malaysia and Japan; cov_gender, cov_age_band, cov_country, cov_tenure. (CC0 1.0) Ghasemy, M. (2021). Replication Data for: A comparative study between academics in Malaysia and Japan in terms of satisfaction, motivation, and OCBI [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ILLJEW | link |
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| ghasemy_2021_poly_conceptual_skills | Servant leadership: conceptual skills (CS1-4); 4 items, 1-5; 228 Malaysian polytechnic academics (after the authors' outlier removal); covariates: cov_age_group, cov_tenure. (CC0 1.0) Ghasemy, M., Mohajer, L., Frombling, L., & Karimi, M. (2021). Faculty members in polytechnics to serve the community and industry: conceptual skills and creating value for the community as predictors of job satisfaction and work motivation. SAGE Open, 11(3). https://doi.org/10.1177/21582440211047568 | link |
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| ghasemy_2021_poly_creating_value | Servant leadership: creating value for the community (CVC1-4); 4 items, 1-5; 228 Malaysian polytechnic academics (after the authors' outlier removal); covariates: cov_age_group, cov_tenure. (CC0 1.0) Ghasemy, M., Mohajer, L., Frombling, L., & Karimi, M. (2021). Faculty members in polytechnics to serve the community and industry: conceptual skills and creating value for the community as predictors of job satisfaction and work motivation. SAGE Open, 11(3). https://doi.org/10.1177/21582440211047568 | link |
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| ghasemy_2021_poly_job_satisfaction | Job satisfaction (JS2, 4, 6, 8, 10); 5 items, 1-5; 228 Malaysian polytechnic academics (after the authors' outlier removal); covariates: cov_age_group, cov_tenure. (CC0 1.0) Ghasemy, M., Mohajer, L., Frombling, L., & Karimi, M. (2021). Faculty members in polytechnics to serve the community and industry: conceptual skills and creating value for the community as predictors of job satisfaction and work motivation. SAGE Open, 11(3). https://doi.org/10.1177/21582440211047568 | link |
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| ghasemy_2021_poly_work_motivation | Work motivation (WM1, 2, 7, 8); 4 items, 1-5; 228 Malaysian polytechnic academics (after the authors' outlier removal); covariates: cov_age_group, cov_tenure. (CC0 1.0) Ghasemy, M., Mohajer, L., Frombling, L., & Karimi, M. (2021). Faculty members in polytechnics to serve the community and industry: conceptual skills and creating value for the community as predictors of job satisfaction and work motivation. SAGE Open, 11(3). https://doi.org/10.1177/21582440211047568 | link |
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| ghasemy_2025_ipanas_sf | The revised 9-item I-PANAS-SF (four positive and five negative affect items), answered by 577 university lecturers on the deposit's 0-4 coding of the 5-point scale. Covariates: cov_leader, cov_gender, cov_age_binary, cov_experience. (CC0 1.0) Ghasemy, M. (2025). Replication Data for: Measuring Lecturers' Emotions Using the International Positive and Negative Affect Schedule Short Form: A Two-Dimensional Graded Response Model in the Item Response Theory Framework [Dataset]. Harvard Dataverse. | link |
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| ghekiere_2022_housing_discrimination | Flemish housing-discrimination vignette experiment: 575 respondents each read one vignette about letting an apartment, then rated FOUR fictitious rental candidates on the SAME ELEVEN statements about why they would or would not choose that candidate, on a 7-point scale (1 = I do not agree with this statement, 7 = I agree). 11 statements x 4 candidates = 44 items in one crossed table, keyed by the deposit's own Q |
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| gherghina_2024_clientelism_romania conjoint · source = "conj" |
Romanian online-panel respondents (2021) compared six pairs of hypothetical parliamentary candidates varying gender, education, party, clientelistic targeting and a jobs promise, and chose the one they would vote for; 1,010 respondents. All five attributes are stored as the deposit's codes. (CC0 1.0) Gherghina, S., & Saikkonen, I. A.-L. (2024). Partisanship and tolerance for clientelism: Evidence from a conjoint experiment in Romania. Political Studies, 72(3), 1250-1266. | link |
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| gholami_2017_periodontal_knowledge | 3-item periodontal knowledge quiz (0=incorrect/1=correct), 3 waves (baseline/2 follow-ups), Iranian adults (n=543) (CC BY 4.0) Gholami et al. (2017). Evaluation of the Impact of a Mass Media Campaign on Periodontal Knowledge among Iranian Adults. PLOS ONE. | link |
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| ghosh_2020_cas | Coronavirus Anxiety Scale, 5 items, from 237 Indian healthcare professionals in 2020. Six response categories rather than the published five: the anchor 'Rare, less than a day or two' was split into two options on the survey form. (CC BY 4.0) Ghosh, A. (2020). Well-being of Healthcare professionals in India during COVID-19 pandemic. Mendeley Data. | link |
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| ghosh_2020_jaws | Job-related Affective Well-being Scale, 20 'My job made me feel ...' items scored 1-5, from 237 Indian healthcare professionals in 2020. The deposit does not record the anchors. (CC BY 4.0) Ghosh, A. (2020). Well-being of Healthcare professionals in India during COVID-19 pandemic. Mendeley Data. | link |
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| ghosh_2020_ocs | Obsession with COVID-19 Scale, 4 items, from 237 Indian healthcare professionals in 2020. Six response categories rather than the published five, as for ghosh_2020_cas. (CC BY 4.0) Ghosh, A. (2020). Well-being of Healthcare professionals in India during COVID-19 pandemic. Mendeley Data. | link |
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| ghosh_2020_uwes | UWES-9 work engagement, 9 items on the instrument's own 0-6 frequency scale, from 237 Indian healthcare professionals in 2020. (CC BY 4.0) Ghosh, A. (2020). Well-being of Healthcare professionals in India during COVID-19 pandemic. Mendeley Data. | link |
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| ghosn_2021_refugee_return conjoint · source = "conj" |
Syrian refugees in Lebanon (face-to-face survey, n=417 in the deposit) chose in up to 5 tasks which of two places in Syria a person like themselves should return to, places varying harm risk on route, chance of lasting peace, number of people known there and ease of finding work; forced choice. (CC0 1.0) Ghosn, F., Chu, T. S., Simon, M., Braithwaite, A., Frith, M., & Jandali, J. (2021). The journey home: Violence, anchoring, and refugee decisions to return. American Political Science Review, 115(3), 982-998. | link |
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| giannoni_2025_firm_jobs conjoint · source = "conj" |
Full-time workers in Brazil (n = 1,374 with outcomes) saw two tasks, each a pair of hypothetical workers' firms/jobs described by 7 binary attributes (schedule, pension, CEO pay, contract, ownership, benefits, promotion rule), and answered 11 political-attitude and behaviour statements by picking which of the two workers they thought held that attitude or did that behaviour. (CC0 1.0) Giannoni, M. (2025). From the factory floor to the ballot box: Firm-based origins of Brazil's populist right. British Journal of Political Science. | link |
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| gidengil_2022_executive_aggrandizement conjoint · source = "conj" |
Canadian respondents outside Quebec (Dynata, May 2020, n=2,830 before the article's exclusions) chose between two parliamentary candidates in 6 tasks varying gender, age, experience, party, COVID-19 economic-aid and lockdown positions, and a randomized executive-aggrandizement position (Parliament or courts version by respondent). (CC0 1.0) Gidengil, E., Stolle, D., & Bergeron-Boutin, O. (2022). COVID-19 and support for executive aggrandizement. Canadian Journal of Political Science, 55(2), 342-372. | link |
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| gift_2025_speech_scandals conjoint · source = "conj" |
3,162 US adults (YouGov, December 2024) each read three newspaper-style vignettes about a state-legislature candidate, randomizing the candidate's photo/name (race, gender, age), party, and (in ~80% of vignettes) a controversial remark (type, target, wording), its timing, planning and history, and the politician's response. Outcomes: would ever consider voting (yes/no), 0-100 thermometer, 1-7 objectionableness. (CC0 1.0) Gift, T., & Lastra-Anadón, C. X. (2025). Can politicians say that? What shapes public responses to speech scandals? Journal of Experimental Political Science. | link |
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| gigantesco_2021_epds | Edinburgh Postnatal Depression Scale (EPDS; 10 items, scored 0-3), Italian. One out-of-range cell (EPDS6 = 4) dropped. 1,155 consecutive perinatal women at eleven health care centres in Italy (954 in the third trimester of pregnancy, 201 in the first trimester postpartum). Covariate: perinatal stage. (CC BY 4.0) Gigantesco A, Palumbo G, Cena L, Camoni L, Trainini A, Stefana A, Mirabella F (2021). The limited screening accuracy of the Patient Health Questionnaire-2 in detecting depression among perinatal women in Italy. PLOS ONE 16(11): e0260596. | link |
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| gigantesco_2021_phq9 | PHQ-9 (9 items, 0-3), Italian. 1,155 consecutive perinatal women at eleven health care centres in Italy (954 in the third trimester of pregnancy, 201 in the first trimester postpartum). Covariate: perinatal stage. (CC BY 4.0) Gigantesco A, Palumbo G, Cena L, Camoni L, Trainini A, Stefana A, Mirabella F (2021). The limited screening accuracy of the Patient Health Questionnaire-2 in detecting depression among perinatal women in Italy. PLOS ONE 16(11): e0260596. | link |
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| gilbert_meta_1 | Reading comprehension data from an RCT (CC BY-NC-SA 4.0) Gilbert, J. B., Kim, J. S., & Miratrix, L. W. (2023). Modeling item-level heterogeneous treatment effects with the explanatory item response model: Leveraging large-scale online assessments to pinpoint the impact of educational interventions. Journal of Educational and Behavioral Statistics, 48(6), 889-913. Gilbert, Josh, 2023, "Replication Data for: Modeling Item-Level Heterogeneous Treatment Effects With the Explanatory Item Response Model: Leveraging Large-Scale Online Assessments to Pinpoint the Impact of Educational Interventions", https://doi.org/10.7910/DVN/QARRYT, Harvard Dataverse, V2, UNF:6:r+hUHhEPWWtUbcqXyELTJw== [fileUNF] | link |
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| gilbert_meta_10 | Reading self-concept following a literacy intervention (CC BY-NC-SA 4.0) Kim, J. S., Relyea, J. E., Burkhauser, M. A., Scherer, E., & Rich, P. (2021). Improving elementary grade students’ science and social studies vocabulary knowledge depth, reading comprehension, and argumentative writing: A conceptual replication. Educational Psychology Review, 1-30. Kim, James; Relyea, Jackie Eunjung; Burkhauser, Mary A.; Scherer, Ethan; Rich, Patrick, 2021, "Replication Data for: Improving Elementary Grade Students’ Science and Social Studies Vocabulary Knowledge Depth, Reading Comprehension, and Argumentative Writing: A Conceptual Replication", https://doi.org/10.7910/DVN/HQEMN6, Harvard Dataverse, V1, UNF:6:fM1zIBl88IKxt400zYOJag== [fileUNF] | link |
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| gilbert_meta_100 | Vocabulary test (CC BY-NC-SA 4.0) Gilbert, J. B., Domingue, B. W., & Kim, J. S. (2025). Estimating causal effects on psychological networks using item response theory. Psychological Methods. Advance online publication. https://doi.org/10.1037/met0000764 | link |
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| gilbert_meta_101 | Participants rated 9 depression-related symptoms daily via digital self-report during treatment. (CC BY-NC-SA 4.0) Schumacher, L., Klein, J. P., Elsaesser, M., Härter, M., Hautzinger, M., Schramm, E., & Kriston, L. (2023). Implications of the network theory for the treatment of mental disorders: a secondary analysis of a randomized clinical trial. JAMA psychiatry, 80(11), 1160-1168. | link |
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| gilbert_meta_102 | vocabulary test (CC BY-NC 4.0) Relyea, J. E., Gilbert, J. B., Burkhauser, M., Scherer, E., Mosher, D. M., Wei, Z., ... & Kim, J. S. (2025). Asset‐Based Implementation of Structured Adaptations in an Online Third‐Grade Content Literacy Intervention. Reading Research Quarterly, 60(4), e70048. | link |
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| gilbert_meta_103 | reading comprehension (CC BY-NC 4.0) Relyea, J. E., Gilbert, J. B., Burkhauser, M., Scherer, E., Mosher, D. M., Wei, Z., ... & Kim, J. S. (2025). Asset‐Based Implementation of Structured Adaptations in an Online Third‐Grade Content Literacy Intervention. Reading Research Quarterly, 60(4), e70048. | link |
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| gilbert_meta_104 | background science knowledge (CC BY-NC 4.0) Relyea, J. E., Gilbert, J. B., Burkhauser, M., Scherer, E., Mosher, D. M., Wei, Z., ... & Kim, J. S. (2025). Asset‐Based Implementation of Structured Adaptations in an Online Third‐Grade Content Literacy Intervention. Reading Research Quarterly, 60(4), e70048. | link |
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| gilbert_meta_105 | Perceived emotional and practical support from family and peers among adolescent girls participating in the Pathways to Choice program, a bundled empowerment and education intervention in Northern Nigeria designed to delay child marriage and promote schooling. (CC0 1.0) Cohen, I., Abubakar, M., & Perlman, D. (2023). Pathways to choice: A bundled intervention against child marriage. | link |
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| gilbert_meta_106 | Adolescent girls’ ability to express and negotiate their preferences regarding marriage and schooling decisions, as cultivated through mentoring and life-skills sessions in the Pathways to Choice program. (CC0 1.0) Cohen, I., Abubakar, M., & Perlman, D. (2023). Pathways to choice: A bundled intervention against child marriage. | link |
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| gilbert_meta_107 | Attitudes toward gender roles and equality measured among Pathways to Choice participants, capturing shifts in beliefs about women’s rights, education, and decision-making as part of efforts to challenge restrictive social norms around early marriage. (CC0 1.0) Cohen, I., Abubakar, M., & Perlman, D. (2023). Pathways to choice: A bundled intervention against child marriage. | link |
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| gilbert_meta_108 | Likert scale of food insecurity (CC BY 4.0) International Food Policy Research Institute (IFPRI), 2025, "Replication Data for "Rural Credit, Food Security, and Resilience: An Empirical Evaluation from Kenya"", https://doi.org/10.7910/DVN/OBZUCX, Harvard Dataverse, V1, UNF:6:i9rxit5ZfWTh2Ne39fQsyQ== [fileUNF] Timu, A. G., Shee, A., Ward, P. S., & You, L. (2025). Evaluating the gendered credit constraints and uptake of an insurance-linked credit product among smallholder farmers in Kenya. The Journal of Development Studies, 61(3), 336-356. | link |
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| gilbert_meta_109 | measure of recall in a RCT of a structured supplmental intervention (CC BY-NC-SA 4.0) Mosher, D. M., & Kim, J. S. (2025). Building a science of teaching reading and vocabulary: Experimental effects of structured supplements for a read aloud lesson on third graders’ domain-specific reading comprehension. Scientific Studies of Reading, 29(1), 7–31. https://doi.org/10.1080/10888438.2024.2368145 | link |
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| gilbert_meta_11 | Vocabulary test following a literacy intervention for grade 1 students (CC BY-NC-SA 4.0) Kim, J. S., Relyea, J. E., Burkhauser, M. A., Scherer, E., & Rich, P. (2021). Improving elementary grade students’ science and social studies vocabulary knowledge depth, reading comprehension, and argumentative writing: A conceptual replication. Educational Psychology Review, 1-30. Kim, James; Relyea, Jackie Eunjung; Burkhauser, Mary A.; Scherer, Ethan; Rich, Patrick, 2021, "Replication Data for: Improving Elementary Grade Students’ Science and Social Studies Vocabulary Knowledge Depth, Reading Comprehension, and Argumentative Writing: A Conceptual Replication", https://doi.org/10.7910/DVN/HQEMN6, Harvard Dataverse, V1, UNF:6:fM1zIBl88IKxt400zYOJag== [fileUNF] | link |
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| gilbert_meta_110 | measure of near transfer reading in a RCT of a structured supplmental intervention (CC BY-NC-SA 4.0) Mosher, D. M., & Kim, J. S. (2025). Building a science of teaching reading and vocabulary: Experimental effects of structured supplements for a read aloud lesson on third graders’ domain-specific reading comprehension. Scientific Studies of Reading, 29(1), 7–31. https://doi.org/10.1080/10888438.2024.2368145 | link |
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| gilbert_meta_111 | measure of far transfer reading in a RCT of a structured supplmental intervention (CC BY-NC-SA 4.0) Mosher, D. M., & Kim, J. S. (2025). Building a science of teaching reading and vocabulary: Experimental effects of structured supplements for a read aloud lesson on third graders’ domain-specific reading comprehension. Scientific Studies of Reading, 29(1), 7–31. https://doi.org/10.1080/10888438.2024.2368145 | link |
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| gilbert_meta_112 | Team teaching or solo teaching? Evidence from a crossover experiment on the effects of team teaching on student achievement (CC BY 4.0) De Weerdt, D., Simons, M., & Struyf, E. (2026). Team teaching or solo teaching? Evidence from a crossover experiment on the effects of team teaching on student achievement. Teaching and Teacher Education, 172, 105403 | link |
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| gilbert_meta_113 | Team teaching or solo teaching? Evidence from a crossover experiment on the effects of team teaching on student achievement (CC BY 4.0) De Weerdt, D., Simons, M., & Struyf, E. (2026). Team teaching or solo teaching? Evidence from a crossover experiment on the effects of team teaching on student achievement. Teaching and Teacher Education, 172, 105403 | link |
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| gilbert_meta_12 | Vocabulary test following a literacy intervention for grade 2 students (CC BY-NC-SA 4.0) Kim, J. S., Relyea, J. E., Burkhauser, M. A., Scherer, E., & Rich, P. (2021). Improving elementary grade students’ science and social studies vocabulary knowledge depth, reading comprehension, and argumentative writing: A conceptual replication. Educational Psychology Review, 1-30. Kim, James; Relyea, Jackie Eunjung; Burkhauser, Mary A.; Scherer, Ethan; Rich, Patrick, 2021, "Replication Data for: Improving Elementary Grade Students’ Science and Social Studies Vocabulary Knowledge Depth, Reading Comprehension, and Argumentative Writing: A Conceptual Replication", https://doi.org/10.7910/DVN/HQEMN6, Harvard Dataverse, V1, UNF:6:fM1zIBl88IKxt400zYOJag== [fileUNF] | link |
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| gilbert_meta_13 | Literacy data from an RCT (CC0 1.0) Romero, M., Sandefur, J., & Sandholtz, W. A. (2020). Outsourcing education: Experimental evidence from Liberia. American Economic Review, 110(2), 364-400. Romero, Mauricio; Sandefur, Justin; Sandholtz, Wayne, 2018, "Partnership Schools for Liberia", https://doi.org/10.7910/DVN/5OPIYU, Harvard Dataverse, V4 | link |
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| gilbert_meta_14 | Math data from an RCT (CC0 1.0) Romero, M., Sandefur, J., & Sandholtz, W. A. (2020). Outsourcing education: Experimental evidence from Liberia. American Economic Review, 110(2), 364-400. Romero, Mauricio; Sandefur, Justin; Sandholtz, Wayne, 2018, "Partnership Schools for Liberia", https://doi.org/10.7910/DVN/5OPIYU, Harvard Dataverse, V4 | link |
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| gilbert_meta_15 | Raven's matrices from an RCT (CC0 1.0) Romero, M., Sandefur, J., & Sandholtz, W. A. (2020). Outsourcing education: Experimental evidence from Liberia. American Economic Review, 110(2), 364-400. Romero, Mauricio; Sandefur, Justin; Sandholtz, Wayne, 2018, "Partnership Schools for Liberia", https://doi.org/10.7910/DVN/5OPIYU, Harvard Dataverse, V4 | link |
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| gilbert_meta_16 | Math from students in an RCT (CC BY 4.0) de Barros, A., Fajardo-Gonzalez, J., Glewwe, P., & Sankar, A. (2024). The Limitations of Activity-Based Instruction to Improve the Productivity of Schooling. The Economic Journal, 134(659), 959-984. | link |
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| gilbert_meta_17 | Math data from students in an RCT (CC BY 4.0) Duflo, A., Kiessel, J., & Lucas, A. M. (2024). Experimental Evidence on Four Policies to Increase Learning at Scale. The Economic Journal, 134(661), 1985-2008. | link |
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| gilbert_meta_18 | English data from students in an RCT (CC BY 4.0) Duflo, A., Kiessel, J., & Lucas, A. M. (2024). Experimental Evidence on Four Policies to Increase Learning at Scale. The Economic Journal, 134(661), 1985-2008. | link |
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| gilbert_meta_19 | Data from students' local language in an RCT (CC BY 4.0) Duflo, A., Kiessel, J., & Lucas, A. M. (2024). Experimental Evidence on Four Policies to Increase Learning at Scale. The Economic Journal, 134(661), 1985-2008. | link |
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| gilbert_meta_2 | Reading comprehension data from an RCT (CC BY-NC-SA 4.0) Kim, J. S., Burkhauser, M. A., Relyea, J. E., Gilbert, J. B., Scherer, E., Fitzgerald, J., ... & McIntyre, J. (2023). A longitudinal randomized trial of a sustained content literacy intervention from first to second grade: Transfer effects on students’ reading comprehension. Journal of Educational Psychology, 115(1), 73. James S. Kim; Mary A. Burkhauser; Jackie E. Relyea; Joshua B. Gilbert; Ethan Scherer; Jill Fitzgerald; Douglas Mosher; Joseph McIntyre, 2022, "Replication Data for: A Longitudinal Randomized Trial of a Sustained Content Literacy Intervention from First to Second Grade: Transfer Effects on Students’ Reading Comprehension Outcomes", https://doi.org/10.7910/DVN/LAWFFU, Harvard Dataverse, V2, UNF:6:VATSovKxwaqyJAT6ZzzfBw== [fileUNF] | link |
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| gilbert_meta_20 | Math data from students in an RCT (CC0 1.0) Jayanthi, M., Gersten, R., Schumacher, R. F., Dimino, J., Smolkowski, K., & Spallone, S. (2021). Improving struggling fifth-grade students’ understanding of fractions: A randomized controlled trial of an intervention that stresses both concepts and procedures. Exceptional Children, 88(1), 81-100. Gersten, Russell; Jayanthi, Madhavi; Dimino, Joseph; Karp, Karen, 2019, "Impact of a Tier 2 Fractions Intervention on 5th Grade At-Risk Students’ Fractions Achievement", https://doi.org/10.7910/DVN/Z4WMFE, Harvard Dataverse, V1, UNF:6:8pMQK/5+cfpvcr4ACTvAmQ== [fileUNF] | link |
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| gilbert_meta_21 | Math data from students in an RCT (CC BY 4.0) Davenport, J. L., Kao, Y. S., Johannes, K. N., Hornburg, C. B., & McNeil, N. M. (2023). Improving children’s understanding of mathematical equivalence: An efficacy study. Journal of Research on Educational Effectiveness, 16(4), 615-642. Davenport, Jodi, McNeil, Nicole, and Kao, Yvonne. Improving Children’s Understanding of Mathematical Equivalence: An Efficacy Study. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2022-10-27. https://doi.org/10.3886/E182542V1 | link |
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| gilbert_meta_22 | Attitudes towards savings in an RCT (CC0 1.0) Berry, J., Karlan, D., & Pradhan, M. (2018). The impact of financial education for youth in Ghana. World development, 102, 71-89. Berry, James; Karlan, Dean; Pradhan, Menno, 2020, "The Impact of Financial Education for Youth in Ghana", https://doi.org/10.7910/DVN/GDP2YP, Harvard Dataverse, V1 | link |
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| gilbert_meta_23 | Math outcomes in an RCT (CC BY 4.0) Bang, H. J., Li, L., & Flynn, K. (2023). Efficacy of an adaptive game-based math learning app to support personalized learning and improve early elementary school students’ learning. Early Childhood Education Journal, 51(4), 717-732. | link |
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| gilbert_meta_24 | Dietary behavior in children in an RCT (CC0 1.0) Llauradó, E., Tarro, L., Moriña, D., Queral, R., Giralt, M., & Solà, R. (2014). EdAl-2 (Educacio en Alimentacio) programme: reproducibility of a cluster randomised, interventional, primary-school-based study to induce healthier lifestyle activities in children. BMJ open, 4(11), e005496. | link |
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| gilbert_meta_25 | Food preferences in children in an RCT (CC0 1.0) Schreinemachers, P., Baliki, G., Shrestha, R. M., Bhattarai, D. R., Gautam, I. P., Ghimire, P. L., ... & Brück, T. (2020). Nudging children toward healthier food choices: an experiment combining school and home gardens. Global Food Security, 26, 100454. Schreinemachers, Pepijn, 2020, "Replication Data for: Nudging children toward healthier food choices: an experiment combining school and home gardens", https://doi.org/10.7910/DVN/VNLWCB, Harvard Dataverse, V1, UNF:6:lQUiR3llydZdCQ8swDDrXw== [fileUNF] | link |
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| gilbert_meta_26 | Food knowledge in children in an RCT (CC0 1.0) Schreinemachers, P., Baliki, G., Shrestha, R. M., Bhattarai, D. R., Gautam, I. P., Ghimire, P. L., ... & Brück, T. (2020). Nudging children toward healthier food choices: an experiment combining school and home gardens. Global Food Security, 26, 100454. Schreinemachers, Pepijn, 2020, "Replication Data for: Nudging children toward healthier food choices: an experiment combining school and home gardens", https://doi.org/10.7910/DVN/VNLWCB, Harvard Dataverse, V1, UNF:6:lQUiR3llydZdCQ8swDDrXw== [fileUNF] | link |
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| gilbert_meta_27 | Mothers' language in an RCT (CC0 1.0) Banerji, R., Berry, J., & Shotland, M. (2017). The impact of maternal literacy and participation programs: Evidence from a randomized evaluation in India. American Economic Journal: Applied Economics, 9(4), 303-337. Banerji, Rukmini; Berry, James; Shotland, Marc, 2017, "The Impact of Maternal Literacy and Participation Programs: Evidence from a Randomized Evaluation in India", https://doi.org/10.7910/DVN/19PPE7, Harvard Dataverse, V1 | link |
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| gilbert_meta_28 | Mother's math in an RCT (CC0 1.0) Banerji, R., Berry, J., & Shotland, M. (2017). The impact of maternal literacy and participation programs: Evidence from a randomized evaluation in India. American Economic Journal: Applied Economics, 9(4), 303-337. Banerji, Rukmini; Berry, James; Shotland, Marc, 2017, "The Impact of Maternal Literacy and Participation Programs: Evidence from a Randomized Evaluation in India", https://doi.org/10.7910/DVN/19PPE7, Harvard Dataverse, V1 | link |
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| gilbert_meta_29 | Children's language in an RCT (CC0 1.0) Banerji, R., Berry, J., & Shotland, M. (2017). The impact of maternal literacy and participation programs: Evidence from a randomized evaluation in India. American Economic Journal: Applied Economics, 9(4), 303-337. Banerji, Rukmini; Berry, James; Shotland, Marc, 2017, "The Impact of Maternal Literacy and Participation Programs: Evidence from a Randomized Evaluation in India", https://doi.org/10.7910/DVN/19PPE7, Harvard Dataverse, V1 | link |
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| gilbert_meta_3 simulated · source = "sim" |
depression indicators (CC BY 4.0) Gilbert, J. B., Hieronymus, F., Eriksson, E., & Domingue, B. W. (2024). Item-level heterogeneous treatment effects of selective serotonin reuptake inhibitors (SSRIs) on depression: Implications for inference, generalizability, and identification. Epidemiologic Methods, 13(s2), 20240006. | link |
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| gilbert_meta_30 | Children's math in an RCT (CC0 1.0) Banerji, R., Berry, J., & Shotland, M. (2017). The impact of maternal literacy and participation programs: Evidence from a randomized evaluation in India. American Economic Journal: Applied Economics, 9(4), 303-337. Banerji, Rukmini; Berry, James; Shotland, Marc, 2017, "The Impact of Maternal Literacy and Participation Programs: Evidence from a Randomized Evaluation in India", https://doi.org/10.7910/DVN/19PPE7, Harvard Dataverse, V1 | link |
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| gilbert_meta_31 | Academic achievement in an RCT (CC BY-NC-SA 4.0) Duflo, E., Berry, J., Mukerji, S., & Shotland, M. (2015). A wide angle view of learning: Evaluation of the CCE and LEP programmes in Haryana, India. 3ie Impact Evaluation Report, 22. Duflo, Esther; Berry, James; Shotland, Marc; Mukherjee, Shobhini, 2019, "A Wide Angle View of Learning: Evaluation of the CCE and LEP Programmes in Haryana, India", https://doi.org/10.7910/DVN/IS7YLY, Harvard Dataverse, V1, UNF:6:SrReR5kXPXeHdExs5WybIA== [fileUNF] | link |
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| gilbert_meta_32 | Math in an RCT (CC BY-NC 3.0) Maruyama, T. (2022). Strengthening Support of Teachers for Students to Improve Learning Outcomes in Mathematics: Empirical Evidence on a Structured Pedagogy Program in El Salvador. International Journal of Educational Research, 115, 101977. | link |
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| gilbert_meta_33 | Social trust in an RCT (CC BY-NC-SA 4.0) Aladysheva, A., Asylbek Kyzy, G., Brück, T., Esenaliev, D., Karabaeva, J., Leung, W., & Nillesen, E. (2019). Impact evaluation of the Livingsidebyside peacebuilding educational programme in Kyrgyzstan. Grantee Final Report. Esenaliev, Damir; Aladysheva, Anastasia; Asylbek kyzy, Gulzhan; Brück, Tilman; Karabaeva, Jamilya; Leung, Winnie; Nillesen, Eleonora, 2019, "Impact evaluation of the Livingsidebyside peacebuilding educational programme in Kyrgyzstan", https://doi.org/10.7910/DVN/L3TSNX, Harvard Dataverse, V1, UNF:6:7/93oxdKPTID2wgRdrVjXw== [fileUNF] | link |
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| gilbert_meta_34 | Depression in an RCT (CC BY 4.0) Angelucci, M., & Bennett, D. (2024). The economic impact of depression treatment in india: Evidence from community-based provision of pharmacotherapy. American economic review, 114(1), 169-198. Bennett, Daniel, and Angelucci, Manuela. Data and Code for “The Economic Impact of Depression Treatment in India: Evidence from Community-Based Provision of Pharmacotherapy.” Nashville, TN: American Economic Association [publisher], 2023. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2023-12-22. https://doi.org/10.3886/E191402V1 | link |
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| gilbert_meta_35 | Democratic values in an RCT (CC0 1.0) Persson, M., Andersson, K., Zetterberg, P., Ekman, J., & Lundin, S. (2020). Does deliberative education increase civic competence? Results from a field experiment. Journal of Experimental Political Science, 7(3), 199-208. Persson, Mikael; Andersson, Klas; Zetterberg, Pär; Lundin, Simon; Ekman, Joakim, 2019, "Does Deliberative Education Increase Civic Competence? Results from a Field Experiment", https://doi.org/10.7910/DVN/UMRAM7, Harvard Dataverse, V1, UNF:6:GvZwO7WQe9glMDMZb5eBnQ== [fileUNF] | link |
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| gilbert_meta_36 | Political knowledge in an RCT (CC0 1.0) Persson, M., Andersson, K., Zetterberg, P., Ekman, J., & Lundin, S. (2020). Does deliberative education increase civic competence? Results from a field experiment. Journal of Experimental Political Science, 7(3), 199-208. Persson, Mikael; Andersson, Klas; Zetterberg, Pär; Lundin, Simon; Ekman, Joakim, 2019, "Does Deliberative Education Increase Civic Competence? Results from a Field Experiment", https://doi.org/10.7910/DVN/UMRAM7, Harvard Dataverse, V1, UNF:6:GvZwO7WQe9glMDMZb5eBnQ== [fileUNF] | link |
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| gilbert_meta_37 | Health knowledge in an RCT (CC0 1.0) Carpena, F. (2024). Entertainment-Education for Better Health: Insights from a Field Experiment in India. The Journal of Development Studies, 60(5), 745-762. Carpena, Fenella, 2024, "Replication Data for: Entertainment-Education for Better Health: Insights from a Field Experiment in India", https://doi.org/10.7910/DVN/EJ03JR, Harvard Dataverse, V1, UNF:6:pX0ZhtBxkRpvQC6AOfVg4g== [fileUNF] | link |
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| gilbert_meta_38 | Health behavior in an RCT (CC0 1.0) Carpena, F. (2024). Entertainment-Education for Better Health: Insights from a Field Experiment in India. The Journal of Development Studies, 60(5), 745-762. Carpena, Fenella, 2024, "Replication Data for: Entertainment-Education for Better Health: Insights from a Field Experiment in India", https://doi.org/10.7910/DVN/EJ03JR, Harvard Dataverse, V1, UNF:6:pX0ZhtBxkRpvQC6AOfVg4g== [fileUNF] | link |
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| gilbert_meta_39 | Cognitive test in an RCT (CC0 1.0) Berry, J., Kim, H. B., & Son, H. H. (2022). When student incentives do not work: Evidence from a field experiment in Malawi. Journal of Development Economics, 158, 102893. Berry, James; Kim, Hyuncheol Bryant; Son, Hyuk Harry, 2021, "Replication Data for: When Student Incentives Don't Work: Evidence from a Field Experiment in Malawi", https://doi.org/10.7910/DVN/FXL7JW, Harvard Dataverse, V1, UNF:6:Jdmc919H5J9CPJ3R3yql2Q== [fileUNF] | link |
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| gilbert_meta_4 | Measures of noncognitive skills in criminally engaged men (CC BY 4.0) Blattman, C., Jamison, J. C., & Sheridan, M. (2017). Reducing crime and violence: Experimental evidence from cognitive behavioral therapy in Liberia. American Economic Review, 107(4), 1165-1206. Blattman, Christopher, Jamison, Julian C., and Sheridan, Margaret. Replication data for: Reducing Crime and Violence: Experimental Evidence from Cognitive Behavioral Therapy in Liberia. Nashville, TN: American Economic Association [publisher], 2017. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2019-10-12. https://doi.org/10.3886/E113056V1 | link |
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| gilbert_meta_40 | Computation in an RCT (CC0 1.0) Berry, J., Kim, H. B., & Son, H. H. (2022). When student incentives do not work: Evidence from a field experiment in Malawi. Journal of Development Economics, 158, 102893. Berry, James; Kim, Hyuncheol Bryant; Son, Hyuk Harry, 2021, "Replication Data for: When Student Incentives Don't Work: Evidence from a Field Experiment in Malawi", https://doi.org/10.7910/DVN/FXL7JW, Harvard Dataverse, V1, UNF:6:Jdmc919H5J9CPJ3R3yql2Q== [fileUNF] | link |
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| gilbert_meta_41 | Oral reading fluency in an RCT (CC0 1.0) Mohohlwane, N., Taylor, S., Cilliers, J., & Fleisch, B. (2023). Reading Skills Transfer Best from Home Language to a Second Language: Policy Lessons from Two Field Experiments in South Africa. Journal of Research on Educational Effectiveness, 1-24. Cilliers, Jacobus, 2023, "Replication Data for: Reading skills transfer best from home language to a second language: Policy lessons from two field experiments in South Africa", https://doi.org/10.7910/DVN/RSUADW, Harvard Dataverse, V1, UNF:6:l9QaDnpzAdVSS50zf+HCUA== [fileUNF] | link |
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| gilbert_meta_42 | Mental health in an RCT (CC BY 4.0) Hussam, R., Kelley, E. M., Lane, G., & Zahra, F. (2022). The psychosocial value of employment: Evidence from a refugee camp. American Economic Review, 112(11), 3694-3724. Hussam, Reshmaan, Kelley, Erin, Lane, Gregory, and Zahra, Fatima. Data and Code for: THE PSYCHOSOCIAL VALUE OF EMPLOYMENT: EVIDENCE FROM A REFUGEE CAMP. Nashville, TN: American Economic Association [publisher], 2022. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2022-10-19. https://doi.org/10.3886/E174781V1 | link |
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| gilbert_meta_43 | Cognitive testing in an RCT (CC BY 4.0) Hussam, R., Kelley, E. M., Lane, G., & Zahra, F. (2022). The psychosocial value of employment: Evidence from a refugee camp. American Economic Review, 112(11), 3694-3724. Hussam, Reshmaan, Kelley, Erin, Lane, Gregory, and Zahra, Fatima. Data and Code for: THE PSYCHOSOCIAL VALUE OF EMPLOYMENT: EVIDENCE FROM A REFUGEE CAMP. Nashville, TN: American Economic Association [publisher], 2022. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2022-10-19. https://doi.org/10.3886/E174781V1 | link |
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| gilbert_meta_44 | Mental health in an RCT (CC BY-NC 4.0) https://onlinelibrary.wiley.com/doi/abs/10.1002/gps.5616 | link |
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| gilbert_meta_45 | Burnout and depression in an RCT (CC0 1.0) Bateman, M. E., Hammer, R., Byrne, A., Ravindran, N., Chiurco, J., Lasky, S., ... & Denson, J. L. (2020). Death Cafés for prevention of burnout in intensive care unit employees: study protocol for a randomized controlled trial (STOPTHEBURN). Trials, 21, 1-9. Bateman, Marjorie, 2023, "STOPTHEBURN Randomized Controlled Trial Data", https://doi.org/10.7910/DVN/DIU6BU, Harvard Dataverse, V1 | link |
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| gilbert_meta_46 | Dutch language/literacy training (GraphoGame) in an RCT (CC BY 4.0) https://peerj.com/articles/15499/ | link |
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| gilbert_meta_47 | Math game (active control group) in an RCT (CC BY 4.0) https://peerj.com/articles/15499/ | link |
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| gilbert_meta_48 | Child Development (ASQ-3) in an RCT (CC0 1.0) Cárdenas, S., Evans, D. K., & Holland, P. (2024). Parent Training and Child Development at Low Cost? Evidence from a Randomized Field Experiment in Mexico. Journal of Research in Childhood Education, 38(sup1), S130-S160. Cárdenas, Sergio; Evans, David K., 2023, "Replication Data for: Parent Training and Child Development at Low Cost? Evidence from a Randomized Field Experiment in Mexico", https://doi.org/10.7910/DVN/3SF36J, Harvard Dataverse, V1, UNF:6:ELq4mFwQ5WEbcqa/pVTTcQ== [fileUNF] | link |
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| gilbert_meta_49 | Psychological Distress (SRQ-20) in an RCT (CC BY 4.0) https://trialsjournal.biomedcentral.com/articles/10.1186/s13063-017-2299-3 | link |
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| gilbert_meta_5 | Health literacy quiz in an intervention (CC BY 4.0) Woods-Townsend, K., Hardy-Johnson, P., Bagust, L., Barker, M., Davey, H., Griffiths, J., ... & Inskip, H. (2021). A cluster-randomised controlled trial of the LifeLab education intervention to improve health literacy in adolescents. PLoS One, 16(5), e0250545. | link |
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| gilbert_meta_50 | Parenting beliefs in an RCT (CC0 1.0) Luo, R., Emmers, D., Warrinnier, N., Rozelle, S., & Sylvia, S. (2019). Using community health workers to deliver a scalable integrated parenting program in rural China: A cluster-randomized controlled trial. Social Science & Medicine, 239, 112545. Sylvia, Sean, 2019, "Replication Data for: "Using community health workers to deliver a scalable integrated parenting program in rural China: A cluster-randomized controlled trial"", https://doi.org/10.7910/DVN/XBGUUL, Harvard Dataverse, V1, UNF:6:td3g6/8ll+JxfvV+pem3lA== [fileUNF] | link |
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| gilbert_meta_51 | Feeding practices in an RCT (CC0 1.0) Luo, R., Emmers, D., Warrinnier, N., Rozelle, S., & Sylvia, S. (2019). Using community health workers to deliver a scalable integrated parenting program in rural China: A cluster-randomized controlled trial. Social Science & Medicine, 239, 112545. Sylvia, Sean, 2019, "Replication Data for: "Using community health workers to deliver a scalable integrated parenting program in rural China: A cluster-randomized controlled trial"", https://doi.org/10.7910/DVN/XBGUUL, Harvard Dataverse, V1, UNF:6:td3g6/8ll+JxfvV+pem3lA== [fileUNF] | link |
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| gilbert_meta_52 | COVID symptons in an RCT (CC BY 4.0) https://doi.org/10.1126/science.abi9069 | link |
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| gilbert_meta_53 | Women's empowerment in an RCT (CC0 1.0) Saha, A., Dixit, A., Shankar, L., Battala, M., Khan, N., Saggurti, N., ... & Howard, S. (2023). Study protocol for an individually randomized control trial for India's first roleplay-based mobile game for reproductive health for adolescent girls. Reproductive Health, 20(1), 140. Raj, Aparna; Dixit, Anvita; Saha, Ananya; Shankar, Lalita; Howard, Susan; Battala, Madhusudana; Khan, Nizamuddin; Saggurti, Niranjan, 2024, "Go Nisha Go Randomized Controlled Trial (R4S study #1.11)", https://doi.org/10.7910/DVN/0TS1LX, Harvard Dataverse, V1, UNF:6:hoNbY3jVad2x1yxVowFamA== [fileUNF] | link |
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| gilbert_meta_54 | Consent in an RCT (CC0 1.0) Saha, A., Dixit, A., Shankar, L., Battala, M., Khan, N., Saggurti, N., ... & Howard, S. (2023). Study protocol for an individually randomized control trial for India's first roleplay-based mobile game for reproductive health for adolescent girls. Reproductive Health, 20(1), 140. Raj, Aparna; Dixit, Anvita; Saha, Ananya; Shankar, Lalita; Howard, Susan; Battala, Madhusudana; Khan, Nizamuddin; Saggurti, Niranjan, 2024, "Go Nisha Go Randomized Controlled Trial (R4S study #1.11)", https://doi.org/10.7910/DVN/0TS1LX, Harvard Dataverse, V1, UNF:6:hoNbY3jVad2x1yxVowFamA== [fileUNF] | link |
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| gilbert_meta_55 | Academic achievement in an RCT (CC0 1.0) Wang, L. C., Vlassopoulos, M., Islam, A., & Hassan, H. (2024). Delivering remote learning using a low-tech solution: Evidence from a randomized controlled trial in Bangladesh. Journal of Political Economy Microeconomics, 2(3), 562-601. Wang, Liang Choon; Vlassopoulos, Michael; Islam, Asad; Hassan, Hashibul, 2024, "Replication Data for: "Delivering Remote Learning Using a Low-tech Solution: Evidence from a Randomized Controlled Trial in Bangladesh"", https://doi.org/10.7910/DVN/GB61G4, Harvard Dataverse, V1, UNF:6:5atNk5pGBx6Kp0cFm40ZlQ== [fileUNF] | link |
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| gilbert_meta_56 | Literacy in an RCT (CC0 1.0) https://riseprogramme.org/sites/default/files/inline-files/Rudasingwa_Improving_Reading_Proficiency_ECE_Liberia.pdf Sebele, Michael; McManus, Jeffery; Rudasingwa, Mico, 2023, "Replication Data for: Improving reading proficiency in early childhood education classrooms, Evidence from Liberia", https://doi.org/10.7910/DVN/ZSRO4X, Harvard Dataverse, V1, UNF:6:9noRP6CDtDIYblAyUBX+7A== [fileUNF] | link |
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| gilbert_meta_57 | Depression (PHQ-9) in an RCT (CC0 1.0) Maselko, J., Sikander, S., Turner, E. L., Bates, L. M., Ahmad, I., Atif, N., ... & Rahman, A. (2020). Effectiveness of a peer-delivered, psychosocial intervention on maternal depression and child development at 3 years postnatal: a cluster randomised trial in Pakistan. The Lancet Psychiatry, 7(9), 775-787. John Gallis; Kate Sanborn; Elizabeth Turner, 2024, "Bachpan Study of Maternal Depression and Child Development: Data from the First Three Years", https://doi.org/10.7910/DVN/IJE2PC, Harvard Dataverse, V1, UNF:6:U0IAdDMyTiu9YZU+M6Z6kw== [fileUNF] | link |
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| gilbert_meta_58 | Depression (SCID) in an RCT (CC0 1.0) Maselko, J., Sikander, S., Turner, E. L., Bates, L. M., Ahmad, I., Atif, N., ... & Rahman, A. (2020). Effectiveness of a peer-delivered, psychosocial intervention on maternal depression and child development at 3 years postnatal: a cluster randomised trial in Pakistan. The Lancet Psychiatry, 7(9), 775-787. John Gallis; Kate Sanborn; Elizabeth Turner, 2024, "Bachpan Study of Maternal Depression and Child Development: Data from the First Three Years", https://doi.org/10.7910/DVN/IJE2PC, Harvard Dataverse, V1, UNF:6:U0IAdDMyTiu9YZU+M6Z6kw== [fileUNF] | link |
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| gilbert_meta_59 | Stress (PSS) in an RCT (CC0 1.0) Maselko, J., Sikander, S., Turner, E. L., Bates, L. M., Ahmad, I., Atif, N., ... & Rahman, A. (2020). Effectiveness of a peer-delivered, psychosocial intervention on maternal depression and child development at 3 years postnatal: a cluster randomised trial in Pakistan. The Lancet Psychiatry, 7(9), 775-787. John Gallis; Kate Sanborn; Elizabeth Turner, 2024, "Bachpan Study of Maternal Depression and Child Development: Data from the First Three Years", https://doi.org/10.7910/DVN/IJE2PC, Harvard Dataverse, V1, UNF:6:U0IAdDMyTiu9YZU+M6Z6kw== [fileUNF] | link |
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| gilbert_meta_6 | Student financial proficiency (CC BY 4.0) Bruhn, M., de Souza Leão, L., Legovini, A., Marchetti, R., & Zia, B. (2016). The impact of high school financial education: Evidence from a large-scale evaluation in Brazil. American Economic Journal: Applied Economics, 8(4), 256-295. Bruhn, Miriam, Leão, Luciana de Souza, Legovini, Arianna, Marchetti, Rogelio, and Zia, Bilal. Replication data for: The Impact of High School Financial Education: Evidence from a Large-Scale Evaluation in Brazil. Nashville, TN: American Economic Association [publisher], 2016. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2019-12-07. https://doi.org/10.3886/E116339V1 | link |
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| gilbert_meta_60 | Pro-government attitudes in an RCT (CC0 1.0) Lyall, J., Zhou, Y. Y., & Imai, K. (2020). Can economic assistance shape combatant support in wartime? Experimental evidence from Afghanistan. American Political Science Review, 114(1), 126-143. Zhou, Yang-Yang; Lyall, Jason; Imai, Kosuke, 2019, "Replication Data for: Can Economic Assistance Shape Combatant Support in Wartime? Experimental Evidence from Afghanistan", https://doi.org/10.7910/DVN/AQHPTT, Harvard Dataverse, V1 | link |
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| gilbert_meta_61 | Attitudes about violence in an RCT (CC0 1.0) Lyall, J., Zhou, Y. Y., & Imai, K. (2020). Can economic assistance shape combatant support in wartime? Experimental evidence from Afghanistan. American Political Science Review, 114(1), 126-143. Zhou, Yang-Yang; Lyall, Jason; Imai, Kosuke, 2019, "Replication Data for: Can Economic Assistance Shape Combatant Support in Wartime? Experimental Evidence from Afghanistan", https://doi.org/10.7910/DVN/AQHPTT, Harvard Dataverse, V1 | link |
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| gilbert_meta_62 | Depression in an RCT (CC0 1.0) Wilson-Barthes, M., Steingrimsson, J., Lee, Y., Tran, D. N., Wachira, J., Kafu, C., ... & Galárraga, O. (2024). Economic outcomes among microfinance group members receiving community-based chronic disease care: Cluster randomized trial evidence from Kenya. Social Science & Medicine, 351, 116993. Wilson-Barthes, Marta; Jon Steingrimsson; Youjin Lee; Dan N Tran; Juddy Wachira; Catherine Kafu; Sonak D Pastakia; Rajesh Vedanthan; Jamil Alarik Said; Becky L Genberg; Omar Galarraga, 2024, "Economic Outcomes Among Microfinance Group Members Receiving Community-based Chronic Disease Care: Cluster Randomized Trial Evidence From Kenya", https://doi.org/10.7910/DVN/SLUA08, Harvard Dataverse, V5, UNF:6:xiUNCRyFbYO4Aw2ZjDzawA== [fileUNF] | link |
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| gilbert_meta_63 | Indebtedness in an RCT (CC0 1.0) Hoffmann, V., Rao, V., Datta, U., Sanyal, P., Surendra, V., & Majumdar, S. (2018). Poverty and empowerment impacts of the Bihar rural livelihoods project in India. International Initiative for Impact Evaluation (3ie), New Delhi. Datta, Upamanyu; Rao, Vijayendra, 2018, "Jeevika Livelihoods Project Phase 2 Evaluation (RCT), Bihar, India - Baseline and Endline Household And Village Data 2011-2014", https://doi.org/10.7910/DVN/6PAHVM, Harvard Dataverse, V1, UNF:6:3gYkrCWUL5FVEpKCSMQXaA== [fileUNF] | link |
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| gilbert_meta_64 | Socioemotional learning in an RCT (CC0 1.0) TIES for Children, Global (2023). Lessons and Impacts of Ahlan Simsim TV Program in Pre-Primary Classrooms in Jordan on Children’s Emotional Development: A Randomized Controlled Trial. figshare. Preprint. https://doi.org/10.6084/m9.figshare.22802576 Zhao, Vicky Yiran; Hilgendorf, Dennis; Yoshikawa, Hirokazu; Michael, Duja, 2024, "Replication Data for: Impacts of Ahlan Simsim TV Program in Pre-Primary Classrooms in Jordan on Children’s Emotional Development: A Randomized Controlled Trial", https://doi.org/10.7910/DVN/YTLX91, Harvard Dataverse, V1 | link |
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| gilbert_meta_65 | Mental health literacy in an RCT (CC BY 4.0) https://www.sciencedirect.com/science/article/pii/S2212657023000016?via%3Dihub | link |
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| gilbert_meta_66 | General Help Seeking Questionnaire (GHSQ) in an RCT (CC BY 4.0) https://www.sciencedirect.com/science/article/pii/S2212657023000016?via%3Dihub | link |
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| gilbert_meta_67 | Mental Health Stigma in an RCT (CC BY 4.0) https://www.sciencedirect.com/science/article/pii/S2212657023000016?via%3Dihub | link |
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| gilbert_meta_68 | Hindi outcomes in an RCT (CC0 1.0) Banerjee, A., Banerji, R., Berry, J., Duflo, E., Kannan, H., Mukerji, S., ... & Walton, M. (2017). From proof of concept to scalable policies: Challenges and solutions, with an application. Journal of Economic Perspectives, 31(4), 73-102. Banerjee, Abhijit; Banerji, Rukmini; Duflo, Esther; Kannan, Harini; Mukerji, Shobhini; Shotland, Marc; Berry, James; Walton, Michael, 2017, "Raw and Replication Data for: 'From Proof of Concept to Scalable Policies' and 'Mainstreaming an Effective Intervention'", https://doi.org/10.7910/DVN/DUBA3J, Harvard Dataverse, V7, UNF:6:6Ch1ala9EZ8xITxlcjRckg== [fileUNF] | link |
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| gilbert_meta_69 | Math outcomes in an RCT (CC0 1.0) Banerjee, A., Banerji, R., Berry, J., Duflo, E., Kannan, H., Mukerji, S., ... & Walton, M. (2017). From proof of concept to scalable policies: Challenges and solutions, with an application. Journal of Economic Perspectives, 31(4), 73-102. Banerjee, Abhijit; Banerji, Rukmini; Duflo, Esther; Kannan, Harini; Mukerji, Shobhini; Shotland, Marc; Berry, James; Walton, Michael, 2017, "Raw and Replication Data for: 'From Proof of Concept to Scalable Policies' and 'Mainstreaming an Effective Intervention'", https://doi.org/10.7910/DVN/DUBA3J, Harvard Dataverse, V7, UNF:6:6Ch1ala9EZ8xITxlcjRckg== [fileUNF] | link |
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| gilbert_meta_7 | Vocabulary test following a reading intervention (CC BY-NC-SA 4.0) Kim, J. S., Gilbert, J. B., Relyea, J. E., Rich, P., Scherer, E., Burkhauser, M. A., & Tvedt, J. N. (2024). Time to transfer: Long-term effects of a sustained and spiraled content literacy intervention in the elementary grades.Developmental Psychology. Advance online publication. https://doi.org/10.1037/dev0001710 Kim, James S; Gilbert, Joshua B.; Relyea, Jackie E.; Rich, Patrick; Scherer, Ethan; Burkhauser, Mary A.; Tvedt, Johanna N., 2023, "Replication Data for: Time to Transfer: Long-Term Effects of a Sustained and Spiraled Content Literacy Intervention in the Elementary Grades", https://doi.org/10.7910/DVN/RKBVKY, Harvard Dataverse, V2, UNF:6:8Bs7YiYfLGBG85OmnX3qpw== [fileUNF] | link |
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| gilbert_meta_70 | Hindi outcomes in an RCT (CC0 1.0) Banerjee, A., Banerji, R., Berry, J., Duflo, E., Kannan, H., Mukerji, S., ... & Walton, M. (2017). From proof of concept to scalable policies: Challenges and solutions, with an application. Journal of Economic Perspectives, 31(4), 73-102. Banerjee, Abhijit; Banerji, Rukmini; Duflo, Esther; Kannan, Harini; Mukerji, Shobhini; Shotland, Marc; Berry, James; Walton, Michael, 2017, "Raw and Replication Data for: 'From Proof of Concept to Scalable Policies' and 'Mainstreaming an Effective Intervention'", https://doi.org/10.7910/DVN/DUBA3J, Harvard Dataverse, V7, UNF:6:6Ch1ala9EZ8xITxlcjRckg== [fileUNF] | link |
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| gilbert_meta_71 | Math outcomes in an RCT (CC0 1.0) Banerjee, A., Banerji, R., Berry, J., Duflo, E., Kannan, H., Mukerji, S., ... & Walton, M. (2017). From proof of concept to scalable policies: Challenges and solutions, with an application. Journal of Economic Perspectives, 31(4), 73-102. Banerjee, Abhijit; Banerji, Rukmini; Duflo, Esther; Kannan, Harini; Mukerji, Shobhini; Shotland, Marc; Berry, James; Walton, Michael, 2017, "Raw and Replication Data for: 'From Proof of Concept to Scalable Policies' and 'Mainstreaming an Effective Intervention'", https://doi.org/10.7910/DVN/DUBA3J, Harvard Dataverse, V7, UNF:6:6Ch1ala9EZ8xITxlcjRckg== [fileUNF] | link |
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| gilbert_meta_72 | Hindi outcomes in an RCT (CC0 1.0) Banerjee, A., Banerji, R., Berry, J., Duflo, E., Kannan, H., Mukerji, S., ... & Walton, M. (2017). From proof of concept to scalable policies: Challenges and solutions, with an application. Journal of Economic Perspectives, 31(4), 73-102. Banerjee, Abhijit; Banerji, Rukmini; Duflo, Esther; Kannan, Harini; Mukerji, Shobhini; Shotland, Marc; Berry, James; Walton, Michael, 2017, "Raw and Replication Data for: 'From Proof of Concept to Scalable Policies' and 'Mainstreaming an Effective Intervention'", https://doi.org/10.7910/DVN/DUBA3J, Harvard Dataverse, V7, UNF:6:6Ch1ala9EZ8xITxlcjRckg== [fileUNF] | link |
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| gilbert_meta_73 | Math outcomes in an RCT (CC0 1.0) Banerjee, A., Banerji, R., Berry, J., Duflo, E., Kannan, H., Mukerji, S., ... & Walton, M. (2017). From proof of concept to scalable policies: Challenges and solutions, with an application. Journal of Economic Perspectives, 31(4), 73-102. Banerjee, Abhijit; Banerji, Rukmini; Duflo, Esther; Kannan, Harini; Mukerji, Shobhini; Shotland, Marc; Berry, James; Walton, Michael, 2017, "Raw and Replication Data for: 'From Proof of Concept to Scalable Policies' and 'Mainstreaming an Effective Intervention'", https://doi.org/10.7910/DVN/DUBA3J, Harvard Dataverse, V7, UNF:6:6Ch1ala9EZ8xITxlcjRckg== [fileUNF] | link |
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| gilbert_meta_74 | Assessment from a literacy intervention (CC BY-NC-SA 4.0) Gilbert, J. B., Kim, J. S., & Miratrix, L. W. (2024). Leveraging item parameter drift to assess transfer effects in vocabulary learning. Applied Measurement in Education, 37(3), 240-257. Gilbert, Josh; Kim, James; Miratrix, Luke, 2024, "Replication Data for: Leveraging Item Parameter Drift to Assess Transfer Effects in Vocabulary Learning", https://doi.org/10.7910/DVN/ZF1LKZ, Harvard Dataverse, V2, UNF:6:A83pi+tE9hP611HoBh7Pug== [fileUNF] | link |
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| gilbert_meta_75 | Measure of political engagement (CC0 1.0) Baron, Hannah; Blair, Robert A.; Choi, Donghyun Danny; Gamboa, Laura; Gottlieb, Jessica; Robinson, Amanda Lea; Rosenzweig, Steven C.; Turnbull, Megan M.; West, Emily A., Baron, H., Blair, R., Choi, D. D., Gamboa, L., Gottlieb, J., Robinson, A. L., … West, E. A. (2021, May 10). Couples Therapy for a Divided America: Assessing the Effects of Reciprocal Group Reflection on Partisan Polarization. https://doi.org/10.31219/osf.io/3x7z82024, "Replication Data for: Couples Therapy for a Divided America: Assessing the Effects of Reciprocal Group Reflection on Partisan Polarization", https://doi.org/10.7910/DVN/ZDFX1V, Harvard Dataverse, V1, UNF:6:M6GILdegwYjp+ggogy1yMg== [fileUNF] | link |
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| gilbert_meta_76 | Test of Early Mathematics Ability, third edition, or TEMA-3 (CC BY 4.0) Thai, K. P., Bang, H. J., & Li, L. (2022). Accelerating early math learning with research-based personalized learning games: A cluster randomized controlled trial. Journal of Research on Educational Effectiveness, 15(1), 28-51. | link |
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| gilbert_meta_77 | Clinical Evaluation of Language Fundamentals—Fourth Edition Sentence Structure subtest (ODC-By) Cabell, S. Q., Kim, J. S., White, T. G., Gale, C. J., Edwards, A. A., Hwang, H., ... & Raines, R. M. (2024). Impact of a content-rich literacy curriculum on kindergarteners’ vocabulary, listening comprehension, and content knowledge. Journal of Educational Psychology. | link |
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| gilbert_meta_78 | Peabody Picture Vocabulary Test—Fourth Edition (ODC-By) Cabell, S. Q., Kim, J. S., White, T. G., Gale, C. J., Edwards, A. A., Hwang, H., ... & Raines, R. M. (2024). Impact of a content-rich literacy curriculum on kindergarteners’ vocabulary, listening comprehension, and content knowledge. Journal of Educational Psychology. | link |
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| gilbert_meta_79 | Test of Narrative Language (ODC-By) Cabell, S. Q., Kim, J. S., White, T. G., Gale, C. J., Edwards, A. A., Hwang, H., ... & Raines, R. M. (2024). Impact of a content-rich literacy curriculum on kindergarteners’ vocabulary, listening comprehension, and content knowledge. Journal of Educational Psychology. | link |
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| gilbert_meta_8 | Comprehension test following a reading intervention (CC BY-NC-SA 4.0) Kim, J. S., Gilbert, J. B., Relyea, J. E., Rich, P., Scherer, E., Burkhauser, M. A., & Tvedt, J. N. (2024). Time to transfer: Long-term effects of a sustained and spiraled content literacy intervention in the elementary grades.Developmental Psychology. Advance online publication. https://doi.org/10.1037/dev0001710 Kim, James S; Gilbert, Joshua B.; Relyea, Jackie E.; Rich, Patrick; Scherer, Ethan; Burkhauser, Mary A.; Tvedt, Johanna N., 2023, "Replication Data for: Time to Transfer: Long-Term Effects of a Sustained and Spiraled Content Literacy Intervention in the Elementary Grades", https://doi.org/10.7910/DVN/RKBVKY, Harvard Dataverse, V2, UNF:6:8Bs7YiYfLGBG85OmnX3qpw== [fileUNF] | link |
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| gilbert_meta_80 | Woodcock–Johnson III Tests of Achievement Picture Vocabulary subtest (ODC-By) Cabell, S. Q., Kim, J. S., White, T. G., Gale, C. J., Edwards, A. A., Hwang, H., ... & Raines, R. M. (2024). Impact of a content-rich literacy curriculum on kindergarteners’ vocabulary, listening comprehension, and content knowledge. Journal of Educational Psychology. | link |
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| gilbert_meta_81 | Woodcock–Johnson Tests of Achievement Science subtest (ODC-By) Cabell, S. Q., Kim, J. S., White, T. G., Gale, C. J., Edwards, A. A., Hwang, H., ... & Raines, R. M. (2024). Impact of a content-rich literacy curriculum on kindergarteners’ vocabulary, listening comprehension, and content knowledge. Journal of Educational Psychology. | link |
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| gilbert_meta_82 | Woodcock–Johnson Tests of Achievement Social Studies subtest (ODC-By) Cabell, S. Q., Kim, J. S., White, T. G., Gale, C. J., Edwards, A. A., Hwang, H., ... & Raines, R. M. (2024). Impact of a content-rich literacy curriculum on kindergarteners’ vocabulary, listening comprehension, and content knowledge. Journal of Educational Psychology. | link |
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| gilbert_meta_83 | Cognitive Openness (CC0 1.0) Krakowski, Krzysztof; Clemm von Hohenberg, Bernhard; Morisi, Davide, 2025, "Replication Data for: Does School Debating Reduce Vulnerability to Misinformation? A Field Experiment in Poland", https://doi.org/10.7910/DVN/OUI9LS, Harvard Dataverse, V1, UNF:6:wszDijH9TS3y7CCrKAwiug== [fileUNF] | link |
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| gilbert_meta_84 | Conspiracy Beliefs (CC0 1.0) Krakowski, Krzysztof; Clemm von Hohenberg, Bernhard; Morisi, Davide, 2025, "Replication Data for: Does School Debating Reduce Vulnerability to Misinformation? A Field Experiment in Poland", https://doi.org/10.7910/DVN/OUI9LS, Harvard Dataverse, V1, UNF:6:wszDijH9TS3y7CCrKAwiug== [fileUNF] | link |
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| gilbert_meta_85 | Trust in Media (CC0 1.0) Krakowski, Krzysztof; Clemm von Hohenberg, Bernhard; Morisi, Davide, 2025, "Replication Data for: Does School Debating Reduce Vulnerability to Misinformation? A Field Experiment in Poland", https://doi.org/10.7910/DVN/OUI9LS, Harvard Dataverse, V1, UNF:6:wszDijH9TS3y7CCrKAwiug== [fileUNF] | link |
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| gilbert_meta_86 | political trust (CC BY 4.0) Trexler, Andrew, 2025, "Replication Data for: "The Minimal Effects of Making Local News Free: Evidence from a Field Experiment"", https://doi.org/10.7910/DVN/NWKSHA, Harvard Dataverse, V1, UNF:6:A5Mj0NI8CIQ9vOTFJjRjNw== [fileUNF] Trexler, A. (2023, April 18). The Minimal Effects of Making Local News Free: Evidence from a Field Experiment. https://doi.org/10.31219/osf.io/8x46u | link |
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| gilbert_meta_87 | political knowledge (CC BY 4.0) Trexler, Andrew, 2025, "Replication Data for: "The Minimal Effects of Making Local News Free: Evidence from a Field Experiment"", https://doi.org/10.7910/DVN/NWKSHA, Harvard Dataverse, V1, UNF:6:A5Mj0NI8CIQ9vOTFJjRjNw== [fileUNF] Trexler, A. (2023, April 18). The Minimal Effects of Making Local News Free: Evidence from a Field Experiment. https://doi.org/10.31219/osf.io/8x46u | link |
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| gilbert_meta_88 | 1. Home environment: Family Care Indicators (FCI) - Play Subscale (CC BY 4.0) Arteaga, I., de Barros, A., & Ganimian, A. J. (2025). The Challenges of Scaling up Effective Child-Rearing Practices Using Technology in Developing Settings: Experimental Evidence From India. Journal of Research on Educational Effectiveness, 1-19. | link |
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| gilbert_meta_89 | 1. Child development: Caregiver Reported Early Development Index (CREDI) (CC BY 4.0) Arteaga, I., de Barros, A., & Ganimian, A. J. (2025). The Challenges of Scaling up Effective Child-Rearing Practices Using Technology in Developing Settings: Experimental Evidence From India. Journal of Research on Educational Effectiveness, 1-19. | link |
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| gilbert_meta_9 | Scale related to intimate partner violence (CC BY 4.0) Hidrobo, M., Peterman, A., & Heise, L. (2016). The effect of cash, vouchers, and food transfers on intimate partner violence: evidence from a randomized experiment in Northern Ecuador. American Economic Journal: Applied Economics, 8(3), 284-303. Hidrobo, Melissa, Peterman, Amber, and Heise, Lori. Replication data for: The Effect of Cash, Vouchers, and Food Transfers on Intimate Partner Violence: Evidence from a Randomized Experiment in Northern Ecuador. Nashville, TN: American Economic Association [publisher], 2016. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2019-10-12. https://doi.org/10.3886/E113634V1 | link |
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| gilbert_meta_90 | Knowledge of Infant Development (KIDI) (CC BY 4.0) Arteaga, I., de Barros, A., & Ganimian, A. J. (2025). The Challenges of Scaling up Effective Child-Rearing Practices Using Technology in Developing Settings: Experimental Evidence From India. Journal of Research on Educational Effectiveness, 1-19. | link |
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| gilbert_meta_91 | Self Efficacy (TOPSE) (CC BY 4.0) Arteaga, I., de Barros, A., & Ganimian, A. J. (2025). The Challenges of Scaling up Effective Child-Rearing Practices Using Technology in Developing Settings: Experimental Evidence From India. Journal of Research on Educational Effectiveness, 1-19. | link |
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| gilbert_meta_92 | 2. Maternal anxiety: General Anxiety Disorder (GAD) Questions (CC BY 4.0) Arteaga, I., de Barros, A., & Ganimian, A. J. (2025). The Challenges of Scaling up Effective Child-Rearing Practices Using Technology in Developing Settings: Experimental Evidence From India. Journal of Research on Educational Effectiveness, 1-19. | link |
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| gilbert_meta_93 | 2. Expressive language (CC BY 4.0) Arteaga, I., de Barros, A., & Ganimian, A. J. (2025). The Challenges of Scaling up Effective Child-Rearing Practices Using Technology in Developing Settings: Experimental Evidence From India. Journal of Research on Educational Effectiveness, 1-19. | link |
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| gilbert_meta_94 | Collection of poverty indicators (CC BY 4.0) Evans, W. N., Kolka, S., Sullivan, J. X., & Turner, P. S. (2025). Fighting poverty one family at a time: Experimental evidence from an intervention with holistic, individualized, wraparound services. American Economic Journal: Economic Policy, 17(1), 311-361. Evans, William, Kolka, Shawna, Sullivan, James, and Turner, Patrick. Data and Code for: Fighting Poverty One Family at a Time: Experimental Evidence from an Intervention with Holistic, Individualized, Wrap-Around Services. Nashville, TN: American Economic Association [publisher], 2025. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2025-01-07. https://doi.org/10.3886/E193743V1 | link |
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| gilbert_meta_95 | Tests of medical knowledge (Key Features Questions, KFQ) (CC BY 4.0) Feray Ekin Çiçek, Müşerref Ülker, Menekşe Özer, Yavuz Selim Kıyak, ChatGPT versus expert feedback on clinical reasoning questions and their effect on learning: a randomized controlled trial, Postgraduate Medical Journal, 2024;, qgae170, https://doi.org/10.1093/postmj/qgae170 | link |
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| gilbert_meta_96 | AI attitudes (CC BY 4.0) Feray Ekin Çiçek, Müşerref Ülker, Menekşe Özer, Yavuz Selim Kıyak, ChatGPT versus expert feedback on clinical reasoning questions and their effect on learning: a randomized controlled trial, Postgraduate Medical Journal, 2024;, qgae170, https://doi.org/10.1093/postmj/qgae170 | link |
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| gilbert_meta_97 | Psychological capital (CC0 1.0) Adam, Maya, 2025, "A short, animated storytelling video to boost psychological capital", https://doi.org/10.7910/DVN/WT7BYB, Harvard Dataverse, V1 | link |
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| gilbert_meta_98 | Gratitude (CC0 1.0) Adam, Maya, 2025, "A short, animated storytelling video to boost psychological capital", https://doi.org/10.7910/DVN/WT7BYB, Harvard Dataverse, V1 | link |
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| gilbert_meta_99 | religiosity (CC0 1.0) Alfonsi, L., Bauer, M., Chytilová, J., & Miguel, E. (2024). Human capital affects religious identity: Causal evidence from Kenya. Journal of Development Economics, 167, 103215. | link |
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| gilhernandez_2023_teacher_bias conjoint · source = "conj" |
1,717 Spanish pre-service teachers each assessed one vignette of a student (gender, ethnic origin, father's SES, essay quality, essay cultural capital, subjects failed, behaviour) from a 2^7 factorial. Outcomes: essay grade, grade-retention recommendation, educational expectations and perceived parental support. (CC BY 4.0) Gil Hernandez, C. J., Pañeda-Fernández, I., Salazar, L., & Castaño Muñoz, J. (2023). A factorial survey experiment on teacher's bias in assessments (JRC135784). European Commission, Joint Research Centre. | link |
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| gilhernandez_2024_teacher_bias conjoint · source = "conj" |
Spanish pre-service elementary teachers (education students at 20 sampled universities, 2023, n = 1,717) each assessed one fictional 6th-grader from a full 2^7 factorial: student name (gender x Spanish/Moroccan origin), father's email (notary vs painter), subjects failed, behaviour, essay quality and an essay sentence signalling cultural capital; outcomes are the essay grade, grade-retention recommendation, academic-track expectations and perceived parental support. (CC BY 4.0) Gil-Hernández, C. J., Pañeda-Fernández, I., Salazar, L., & Castaño Muñoz, J. (2024). Teacher bias in assessments by student ascribed status: A factorial experiment on discrimination in education. Sociological Science, 11, 743-776. | link |
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| gillman_2023_appraisals | Cognitive-appraisal scale (threat/challenge/loss), workplace employees, 16 items, N=412 (CC BY 4.0) Gillman, J. C., et al. (2023). The role of social support and social identification on challenge and threat cognitive appraisals, perceived stress, and life satisfaction in workplace employees. PLOS ONE. | link |
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| gillman_2023_pss | Perceived Stress Scale, workplace employees, 10 items, N=412 (CC BY 4.0) Gillman, J. C., et al. (2023). The role of social support and social identification on challenge and threat cognitive appraisals, perceived stress, and life satisfaction in workplace employees. PLOS ONE. | link |
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| gimenez_espert_2026_aco | Attitudes Towards Communication, reduced version (ACO-R), 12 items, 1-5, 193 direct-care nurses from four public hospitals in the Valencian Community, Spain; no covariates. (CC BY 4.0) Giménez-Espert, M. d. C., Sanchis-Giménez, L., Prado-Gascó, V. J., & Ibrahim, M. I. (2026). Words on fire: Nurses' communication attitudes in the burnout equation. PLOS ONE, 21(9), e0358785. | link |
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| gimenez_espert_2026_unipsico | UNIPSICO battery job demands and resources scales (interpersonal conflicts, inequity, role conflict, role clarity, workload, social support, autonomy, resources) plus the 7-item reduced CESQT burnout questionnaire, 53 items, 0-4, 193 direct-care nurses in the Valencian Community, Spain; one table because the scale order in the deposit is not recoverable; no covariates. (CC BY 4.0) Giménez-Espert, M. d. C., Sanchis-Giménez, L., Prado-Gascó, V. J., & Ibrahim, M. I. (2026). Words on fire: Nurses' communication attitudes in the burnout equation. PLOS ONE, 21(9), e0358785. | link |
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| gimenez_espert_2026_violence | Workplace violence questionnaire (physical, verbal and psychological violence from patients/visitors and from colleagues/supervisors), 6 items, 1-5, 193 direct-care nurses in the Valencian Community, Spain; no covariates. (CC BY 4.0) Giménez-Espert, M. d. C., Sanchis-Giménez, L., Prado-Gascó, V. J., & Ibrahim, M. I. (2026). Words on fire: Nurses' communication attitudes in the burnout equation. PLOS ONE, 21(9), e0358785. | link |
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| ginting_2026_ai_literacy | AI literacy, 10 items, 1-5; N = 1,000 Indonesian civil servants; cov_age_group, cov_gender, cov_education, cov_tenure, cov_institution_type, cov_job_type, cov_province. (CC BY 4.0) Ginting, W. O., Nasution, M. A., Lumbanraja, V., & Trimurni, F. (2026). Dataset on Digital Competence, AI Literacy, Generative AI Use, Organizational Support, Public Service Motivation, and Work Performance among Indonesian Civil Servants [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/9b26sb2k4g | link |
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| ginting_2026_digital_competence | Digital competence, 6 items, 1-5; N = 1,000 Indonesian civil servants; cov_age_group, cov_gender, cov_education, cov_tenure, cov_institution_type, cov_job_type, cov_province. (CC BY 4.0) Ginting, W. O., Nasution, M. A., Lumbanraja, V., & Trimurni, F. (2026). Dataset on Digital Competence, AI Literacy, Generative AI Use, Organizational Support, Public Service Motivation, and Work Performance among Indonesian Civil Servants [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/9b26sb2k4g | link |
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| ginting_2026_org_support | Perceived organizational support, 6 items, 1-5; N = 1,000 Indonesian civil servants; cov_age_group, cov_gender, cov_education, cov_tenure, cov_institution_type, cov_job_type, cov_province. (CC BY 4.0) Ginting, W. O., Nasution, M. A., Lumbanraja, V., & Trimurni, F. (2026). Dataset on Digital Competence, AI Literacy, Generative AI Use, Organizational Support, Public Service Motivation, and Work Performance among Indonesian Civil Servants [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/9b26sb2k4g | link |
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| ginting_2026_psm | Public service motivation (four subdimensions), 12 items, 1-5; N = 1,000 Indonesian civil servants; cov_age_group, cov_gender, cov_education, cov_tenure, cov_institution_type, cov_job_type, cov_province. (CC BY 4.0) Ginting, W. O., Nasution, M. A., Lumbanraja, V., & Trimurni, F. (2026). Dataset on Digital Competence, AI Literacy, Generative AI Use, Organizational Support, Public Service Motivation, and Work Performance among Indonesian Civil Servants [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/9b26sb2k4g | link |
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| ginting_2026_work_performance | Self-rated work performance (task, contextual, behaviour), 11 items, 1-5; N = 1,000 Indonesian civil servants; cov_age_group, cov_gender, cov_education, cov_tenure, cov_institution_type, cov_job_type, cov_province. (CC BY 4.0) Ginting, W. O., Nasution, M. A., Lumbanraja, V., & Trimurni, F. (2026). Dataset on Digital Competence, AI Literacy, Generative AI Use, Organizational Support, Public Service Motivation, and Work Performance among Indonesian Civil Servants [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/9b26sb2k4g | link |
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| girma_2021_oslo3 | 3-item Oslo-3 Social Support Scale (item-specific ranges: 1-4, 1-5, 1-5), from a survey of N=546 adolescents in Jimma town, Southwest Ethiopia. (CC BY 4.0) Girma S, Tsehay M, Mamaru A, Abera M (2021) Depression and its determinants among adolescents in Jimma town, Southwest Ethiopia. PLoS ONE. | link |
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| girma_2021_phq9 | 9-item PHQ-9 depression screener (0-3 scale), from a survey of N=546 adolescents in Jimma town, Southwest Ethiopia. (CC BY 4.0) Girma S, Tsehay M, Mamaru A, Abera M (2021) Depression and its determinants among adolescents in Jimma town, Southwest Ethiopia. PLoS ONE. | link |
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| girma_2024_hope | Adult Hope Scale (Snyder), 8 items (hop1p-hop8a; pathways / agency), 1-8; N = 595 Ethiopian university students; cov_gender, cov_age, cov_marital_status, cov_gpa. (CC BY 4.0) Girma, S., Mihrka, A., & Werku, A. (2024). mental well-being, moral identity, meaning in life, hope [Data set]. Mendeley Data. https://doi.org/10.17632/jgsv7pcrs8 | link |
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| girma_2024_mlq | Meaning in Life Questionnaire (Steger et al.), 10 items (MILP1-MILS10; presence / search), 1-7; three out-of-range cells dropped; N = 595 Ethiopian university students; cov_gender, cov_age, cov_marital_status, cov_gpa. (CC BY 4.0) Girma, S., Mihrka, A., & Werku, A. (2024). mental well-being, moral identity, meaning in life, hope [Data set]. Mendeley Data. https://doi.org/10.17632/jgsv7pcrs8 | link |
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| girma_2024_moral_identity | Moral Identity Measure (Aquino & Reed 2002), 10 items (MII1-MII10), 1-7; one out-of-range cell dropped; N = 595 Ethiopian university students; cov_gender, cov_age, cov_marital_status, cov_gpa. (CC BY 4.0) Girma, S., Mihrka, A., & Werku, A. (2024). mental well-being, moral identity, meaning in life, hope [Data set]. Mendeley Data. https://doi.org/10.17632/jgsv7pcrs8 | link |
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| girma_2024_wemwbs | Warwick-Edinburgh Mental Well-being Scale, 14 items (MW1-MW14), 1-5; N = 595 Ethiopian university students; cov_gender, cov_age, cov_marital_status, cov_gpa. (CC BY 4.0) Girma, S., Mihrka, A., & Werku, A. (2024). mental well-being, moral identity, meaning in life, hope [Data set]. Mendeley Data. https://doi.org/10.17632/jgsv7pcrs8 | link |
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| gizaw_2023_phq9 | 9-item PHQ-9 depression scale, healthcare providers in Addis Ababa, two COVID-19-period survey waves (CC BY 4.0) Workneh et al. (2023). Change in depression during the COVID-19 pandemic among healthcare providers in Addis Ababa, Ethiopia. PeerJ. | link |
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| glashouwer_2017_dpss_study1 | The Disgust Propensity and Sensitivity Scale, 16 items on a 1-5 scale, answered by 577 Dutch undergraduates (Study 1). Covariates: cov_age, cov_bmi. (CC0 1.0) Glashouwer, K., Bennik, E. C., & von Spreckelsen, P. (2017). Negative Body Image - Relationships with Heightened Disgust Propensity, Disgust Sensitivity, and Self-Directed Disgust [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| glashouwer_2017_dpss_study2 | The Disgust Propensity and Sensitivity Scale, 16 items on a 1-5 scale, answered by 346 Dutch undergraduates (Study 2). Covariates: cov_age, cov_bmi, cov_gender. (CC0 1.0) Glashouwer, K., Bennik, E. C., & von Spreckelsen, P. (2017). Negative Body Image - Relationships with Heightened Disgust Propensity, Disgust Sensitivity, and Self-Directed Disgust [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| glashouwer_2017_sdes_study2 | Self-disgust experiences, 16 items on a 1-7 scale, answered by 346 Dutch undergraduates (Study 2). Covariates: cov_age, cov_bmi, cov_gender. (CC0 1.0) Glashouwer, K., Bennik, E. C., & von Spreckelsen, P. (2017). Negative Body Image - Relationships with Heightened Disgust Propensity, Disgust Sensitivity, and Self-Directed Disgust [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| glashouwer_2017_sds_study1 | Self-directed disgust, 18 items on a 1-7 scale, answered by 577 Dutch undergraduates (Study 1). Covariates: cov_age, cov_bmi. (CC0 1.0) Glashouwer, K., Bennik, E. C., & von Spreckelsen, P. (2017). Negative Body Image - Relationships with Heightened Disgust Propensity, Disgust Sensitivity, and Self-Directed Disgust [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| glashouwer_2017_sds_study2 | Self-directed disgust, 18 items on a 1-7 scale, answered by 346 Dutch undergraduates (Study 2). Covariates: cov_age, cov_bmi, cov_gender. (CC0 1.0) Glashouwer, K., Bennik, E. C., & von Spreckelsen, P. (2017). Negative Body Image - Relationships with Heightened Disgust Propensity, Disgust Sensitivity, and Self-Directed Disgust [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| glashouwer_2017_tdss_study2 | Trait disgust (moral, pathogen and sexual domains), 25 items on a 0-6 scale, answered by 346 Dutch undergraduates (Study 2). Covariates: cov_age, cov_bmi, cov_gender. (CC0 1.0) Glashouwer, K., Bennik, E. C., & von Spreckelsen, P. (2017). Negative Body Image - Relationships with Heightened Disgust Propensity, Disgust Sensitivity, and Self-Directed Disgust [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| glenk_2024_farm_support conjoint · source = "conj" |
Factorial survey (vignette) experiment on farm support payments: 2,011 Scottish adults, each assigned one farm type (beef, dairy, sheep, cropping), rated six text vignettes of a farmer varying gender, experience, qualification, size, production, animal welfare or product quality, biodiversity, carbon footprint, finances and a change in support payments; outcomes are 1-11 ratings of acceptability, fairness of the payment, willingness to buy from the farmer and to lobby for the payment. (CC BY 4.0) Glenk, K., Liebe, U., Burns, J., & Thomson, S. (2024). Perceived legitimacy of agricultural support schemes: An investigation using factorial survey experiments. Q Open, 4(2), qoae016. | link |
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| gmc_kay_2025 | Item-level responses from the General Measure of Conspiracism (GMC), adminstered twice in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| gobbens_2018_adl | 11-item Katz-style Activities of Daily Living (ADL) disability scale (1-4), community-dwelling adults aged 75+, Netherlands (n=377) (CC BY 4.0) Gobbens RJ (2018). Associations of ADL and IADL disability with physical and mental dimensions of quality of life in people aged 75 years and older. PeerJ. | link |
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| gobbens_2018_iadl | 7-item Instrumental Activities of Daily Living (IADL) disability scale (1-4), community-dwelling adults aged 75+, Netherlands (n=377) (CC BY 4.0) Gobbens RJ (2018). Associations of ADL and IADL disability with physical and mental dimensions of quality of life in people aged 75 years and older. PeerJ. | link |
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| gobbens_2018_sf12 | 12-item SF-12 health survey, community-dwelling adults aged 75+, Netherlands (n=374) (CC BY 4.0) Gobbens RJ (2018). Associations of ADL and IADL disability with physical and mental dimensions of quality of life in people aged 75 years and older. PeerJ. | link |
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| goehring_2024_unilateral_policy conjoint · source = "conj" |
4,349 US adults (Lucid panel, Sept 2020) each read one vignette of President Obama or Trump pursuing one of 15 policies by stating a position only, working with Congress or signing an executive order, and rated the president's handling of the topic and overall presidential approval on 7-point scales. (CC0 1.0) Goehring, B., & Lowande, K. (2024). Public responses to unilateral policymaking. Journal of Experimental Political Science. | link |
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| goggin_2020_ideology_guess conjoint · source = "conj" |
US CCES team-module respondents (n=823) each saw 4 single hypothetical candidates varying in gender, family, religion, military service, occupation and three issue priorities, guessed each candidate's ideology (liberal or conservative), said how sure they were, and rated the candidate 0-10. (CC0 1.0) Goggin, S. N., Henderson, J. A., & Theodoridis, A. G. (2020). What goes with red and blue? Mapping partisan and ideological associations in the minds of voters. Political Behavior, 42(4), 985-1013. | link |
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| goggin_2020_party_guess conjoint · source = "conj" |
US CCES team-module respondents (n=2,000) each saw 4 single hypothetical candidates varying in gender, family, religion, military service, occupation and three issue priorities, guessed each candidate's party, said how sure they were, and rated the candidate 0-10. (CC0 1.0) Goggin, S. N., Henderson, J. A., & Theodoridis, A. G. (2020). What goes with red and blue? Mapping partisan and ideological associations in the minds of voters. Political Behavior, 42(4), 985-1013. | link |
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| gokalp_2026_bscs | Turkish Brief Self-Control Scale (13 items, 1-5, stored after the authors' reverse-coding) completed by 351 Turkish middle-school students aged 10-14. (CC BY 4.0) Gökalp, A., Üztemur, S., & Çengelci Köse, T. (2026). Psychometric properties, Rasch analysis, and measurement invariance of the Turkish Brief Self-Control Scale in early adolescents: exploring the mediating role of responsibility in the self-control and patience association. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2026.1829371 | link |
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| gokalp_2026_patience | Patience Scale (6 items, 1-4) completed by 351 Turkish middle-school students aged 10-14. (CC BY 4.0) Gökalp, A., Üztemur, S., & Çengelci Köse, T. (2026). Psychometric properties, Rasch analysis, and measurement invariance of the Turkish Brief Self-Control Scale in early adolescents: exploring the mediating role of responsibility in the self-control and patience association. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2026.1829371 | link |
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| gokalp_2026_responsibility | Responsibility Scale (7 items, 1-4) completed by 351 Turkish middle-school students aged 10-14. (CC BY 4.0) Gökalp, A., Üztemur, S., & Çengelci Köse, T. (2026). Psychometric properties, Rasch analysis, and measurement invariance of the Turkish Brief Self-Control Scale in early adolescents: exploring the mediating role of responsibility in the self-control and patience association. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2026.1829371 | link |
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| goksel_2026_embarrassment_affectivetrust | Affective Trust (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_appeasement | Appeasement (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_authenticity | Authenticity (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_emb_perception | Embarrassment Perception (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_liking | Liking (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_moralityandwarmth | Morality + Warmth (blended) (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_puremorality | Morality (pure) (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_purewarmth | Warmth (pure) (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_resilience | Resilience (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_similarity | Similarity (perceived) (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_socialcompetence | Social Competence (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_socialnorm | Social-Norm Violation (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_warmth_competence | Warmth + Competence (8-item) (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goksel_2026_embarrassment_wcm | Warmth/Competence/Morality (CC BY 4.0) Goksel, S., Sezer, O., & Berman, J. Z. (2026). Transcending embarrassment: On the reputational benefits of laughing at yourself.Journal of Personality and Social Psychology, 130(6), 1078–1101. | link |
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| goldberg_2018_bri_bri | Behavioral Report Inventory (ESCS), 400 activity descriptions rated for frequency. resp 1-5. 778 respondents x 400 items = 309954 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_bri_curio | Behavioral Report Inventory (ESCS), 31 kinds of dissociative experiences. resp 1-5. 777 respondents x 31 items = 24062 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_bri_feel | Behavioral Report Inventory (ESCS), 24 symptoms of depression, including the CES-D items. resp 1-5. 778 respondents x 24 items = 18637 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_bri_food | Behavioral Report Inventory (ESCS), eating habits and practices. resp 1-5. 777 respondents x 20 items = 15474 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_bri_ofood | Behavioral Report Inventory (ESCS), further eating habits and practices. resp 1-5. 774 respondents x 29 items = 22319 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_ciss | Campbell Interest and Skill Survey (ESCS). resp 1-6. 577 respondents x 320 items = 184394 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_cpi | California Psychological Inventory (ESCS). resp 1-2. 815 respondents x 462 items = 370940 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_dop_ab5c_vignettes | Descriptions of People (ESCS), the 90 AB5C facet-pole vignettes. resp 1-9. 639 respondents x 90 items = 57347 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_dop_avocational_interests | Descriptions of People (ESCS), avocational-interest items. resp 1-5. 639 respondents x 209 items = 133175 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_eps_adjectives | Experimental Personality Survey (ESCS), person-descriptive adjectives, one per item. resp 1-7. 726 respondents x 242 items = 173902 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_eps_cesd | Experimental Personality Survey (ESCS), the revised CES-Depression Scale. resp 1-5. 726 respondents x 24 items = 17404 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_eps_ipip | Experimental Personality Survey (ESCS), the IPIP item block. resp 1-5. 726 respondents x 256 items = 185490 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_eps_life_events | Experimental Personality Survey (ESCS), frequency of infrequent life events. resp 1-6. 726 respondents x 18 items = 13035 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_eps_s11 | Experimental Personality Survey (ESCS), the s11 block. resp 1-5. 726 respondents x 12 items = 8687 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_eps_spirituality | Experimental Personality Survey (ESCS), spirituality items. resp 1-5. 726 respondents x 24 items = 17397 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_hpi | Hogan Personality Inventory (ESCS). resp 0-1. 475 respondents x 206 items = 97784 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_hpq_h | Health Practices Questionnaire (ESCS), the h block. resp 1-5. 706 respondents x 39 items = 27534 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_ipip | International Personality Item Pool (ESCS). resp 1-5. 960 respondents x 2539 items = 1894532 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_jpir | Jackson Personality Inventory - Revised (ESCS). resp 0-1. 712 respondents x 300 items = 213438 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_mpq | Multidimensional Personality Questionnaire (MPQ), 276 two-option items coded 1/2 per the deposit's scoring procedures. 733 adults in the Eugene-Springfield Community Sample. Covariates: sex, age, education, ethnicity, employment, marital status. (CC0 1.0) Goldberg, Lewis R. (2026). (18) Multidimensional Personality Questionnaire (MPQ) [dataset]. Harvard Dataverse. | link |
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| goldberg_2018_neo_pir | NEO-PI-R, 240 items scored 0-4, from the Eugene-Springfield Community Sample (dataset 3); N = 856 community adults. Items coded neo1..neo240 in inventory order; domain/facet scores in the deposit are dropped. Covariates cov_sex, cov_age, cov_educ, cov_ethnic, cov_employ, cov_marital from the collection's demographics file. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample: ( 3) NEO-PI-R (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/HE6LJR | link |
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| goldberg_2018_pas_adjectives | Personal Attribute Survey (ESCS), person-descriptive adjectives, one per item. resp 1-7. 733 respondents x 216 items = 157935 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_pas_ipip_scales | Personal Attribute Survey (ESCS), IPIP items and previously published scales. resp 1-5. 734 respondents x 282 items = 206422 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_pda360 | 360 Person-descriptive Adjectives (ESCS). resp 1-9. 1128 respondents x 360 items = 405141 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_pda525 | 525 Person-descriptive Adjectives (ESCS). resp 1-7. 700 respondents x 525 items = 366849 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_pea | Eugene-Springfield Community Sample dataset 21 (Personality, Emotions, and Attitudes), main block: 178 statements b001-b178 (emotional expressivity, absorption, dissociation and schizotypy-type content) rated 1 very inaccurate to 5 very accurate; N = 749. Covariates from the ESCS demographics file. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample: (21) Personality, Emotions, and Attitudes (PEA) (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/NWYX4N | link |
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| goldberg_2018_pea_belief | ESCS dataset 21 belief block: 30 magical/paranormal-belief statements (belief01-belief30), 1 strongly disagree to 5 strongly agree; N = 749. ESCS demographic covariates. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample: (21) Personality, Emotions, and Attitudes (PEA) (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/NWYX4N | link |
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| goldberg_2018_pea_childexp | ESCS dataset 21 childhood-experience block: 8 statements (chldexp1-chldexp8), 1 never to 5 almost always; N = 748. ESCS demographic covariates. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample: (21) Personality, Emotions, and Attitudes (PEA) (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/NWYX4N | link |
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| goldberg_2018_pea_experiences | ESCS dataset 21 adverse-experience block: 24 life events (perexp01-perexp24), 1 never / 2 once or twice / 3 more than once or twice; N = 745. ESCS demographic covariates. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample: (21) Personality, Emotions, and Attitudes (PEA) (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/NWYX4N | link |
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| goldberg_2018_pea_gambling | ESCS dataset 21 gambling block: 14 gambling activities (gambl01-gambl14), 1 never to 5 frequently in the past year; N = 748. ESCS demographic covariates. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample: (21) Personality, Emotions, and Attitudes (PEA) (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/NWYX4N | link |
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| goldberg_2018_pea_health | ESCS dataset 21 health-behaviour block: 23 statements (hlth01-hlth23) rated 1 very inaccurate to 5 very accurate; N = 748 community adults. ESCS demographic covariates. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample: (21) Personality, Emotions, and Attitudes (PEA) (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/NWYX4N | link |
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| goldberg_2018_pea_reading | ESCS dataset 21 reading block: 8 reading materials (read01-read08), 1 never to 5 every day; N = 747. ESCS demographic covariates. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample: (21) Personality, Emotions, and Attitudes (PEA) (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/NWYX4N | link |
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| goldberg_2018_pf16_p | 16 Personality Factor Questionnaire (ESCS), the p block. resp 0-2. 680 respondents x 185 items = 125628 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_ppq_beliefs | Perceptions of Personal Qualities (ESCS), belief items. resp 1-5. 713 respondents x 56 items = 39803 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_ppq_dream | Perceptions of Personal Qualities (ESCS), the dream block. resp 1-7. 711 respondents x 6 items = 4251 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_ppq_music | Perceptions of Personal Qualities (ESCS), the music block. resp 1-4. 711 respondents x 5 items = 3534 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_ppq_via_strengths | Perceptions of Personal Qualities (ESCS), IPIP items adapted from the VIA Inventory of Strengths. resp 1-5. 713 respondents x 342 items = 243442 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_prs_bas_bis | Personal Reactions Survey (ESCS), the 20 Carver & White BAS/BIS items. resp 1-4. 735 respondents x 20 items = 14640 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_prs_gray_wilson | Personal Reactions Survey (ESCS), Jackson's 23 Gray-Wilson factor markers. resp 1-3. 735 respondents x 23 items = 16890 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_prs_hexaco | Personal Reactions Survey (ESCS), the 192-item HEXACO Personality Inventory. resp 1-5. 736 respondents x 192 items = 141027 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_prs_ipip | Personal Reactions Survey (ESCS), the IPIP item block. resp 1-5. 735 respondents x 80 items = 58667 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_prs_movie_preferences | Personal Reactions Survey (ESCS), preference ratings for 18 kinds of film. resp 1-7. 734 respondents x 18 items = 12961 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_prs_music_preferences | Personal Reactions Survey (ESCS), preference ratings for 22 kinds of music. resp 1-7. 735 respondents x 22 items = 15248 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_prs_peo | Personal Reactions Survey (ESCS), the peo block. resp 1-3. 734 respondents x 14 items = 9534 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_prs_pey | Personal Reactions Survey (ESCS), the pey block. resp 1-3. 734 respondents x 14 items = 9680 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_prs_reading_preferences | Personal Reactions Survey (ESCS), preference ratings for 35 kinds of reading. resp 1-7. 734 respondents x 35 items = 25136 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_prs_tv_preferences | Personal Reactions Survey (ESCS), preference ratings for 34 kinds of television. resp 1-7. 731 respondents x 34 items = 24456 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_sbo | Survey of Beliefs and Opinions (ESCS). resp 1-5. 703 respondents x 430 items = 302290 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_sdv_adjectives | Survey of Dispositions and Views (ESCS), person-descriptive adjectives, one per item. resp 1-7. 699 respondents x 75 items = 52011 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_sdv_desirability | Survey of Dispositions and Views (ESCS), desirability ratings. resp 1-9. 699 respondents x 100 items = 69706 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_sdv_force | Survey of Dispositions and Views (ESCS), the force block. resp 1-5. 698 respondents x 44 items = 30597 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_sdv_happy | Survey of Dispositions and Views (ESCS), the Satisfaction with Life Scale. resp 1-7. 696 respondents x 5 items = 3471 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_sdv_influ | Survey of Dispositions and Views (ESCS), the influ block. resp 1-5. 699 respondents x 32 items = 22276 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_sdv_ipip_temperament | Survey of Dispositions and Views (ESCS), IPIP items for adult temperament and eccentricity. resp 1-5. 701 respondents x 119 items = 83231 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_sdv_likelihood | Survey of Dispositions and Views (ESCS), likelihood items. resp 1-9. 700 respondents x 13 items = 9059 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_sdv_schwartz_values | Survey of Dispositions and Views (ESCS), the Schwartz Value Survey. resp 1-9. 700 respondents x 66 items = 46018 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_sdv_views | Survey of Dispositions and Views (ESCS), views items. resp 1-9. 700 respondents x 63 items = 43936 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_beliefs_about_intelligence | Skills, Possessions and Abilities (ESCS), beliefs about the nature of intelligence. resp 1-2. 730 respondents x 6 items = 4364 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_bfi_forced_choice | Skills, Possessions and Abilities (ESCS), 80 forced-choice Big Five item pairs, coded 1=A / 2=B. resp 1-2. 729 respondents x 80 items = 57441 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_changeability | Skills, Possessions and Abilities (ESCS), ratings of how changeable adult attributes are. resp 1-5. 729 respondents x 27 items = 19617 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_computer_use_nom nominal · source = "nom" |
Computer-use questions from the Eugene-Springfield Community Sample, answered as one of up to twelve unlabelled categories (A-L). 709 respondents x 2 items = 1388 responses; categories A/B/C/D/E/F/G/H/I/J/K/L. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample, (27) Skills, Possessions, and Abilities [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/IOA6EE | link |
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| goldberg_2018_spa_cultural_familiarity | Skills, Possessions and Abilities (ESCS), rated knowledge of examples from seven cultural domains. resp 1-5. 730 respondents x 105 items = 75723 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_ipip | Skills, Possessions and Abilities (ESCS), the IPIP item block. resp 1-5. 730 respondents x 79 items = 57571 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_medical_history | Skills, Possessions and Abilities (ESCS), medical-history items. resp 1-4. 730 respondents x 28 items = 20304 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_skill_proficiency | Skills, Possessions and Abilities (ESCS), skill-proficiency ratings. resp 1-9. 729 respondents x 9 items = 6499 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_skills | Skills, Possessions and Abilities (ESCS), self-rated proficiency in 18 specific skills. resp 1-6. 730 respondents x 18 items = 13069 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_speo | Skills, Possessions and Abilities (ESCS), the speo block. resp 1-3. 714 respondents x 12 items = 8344 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_spey | Skills, Possessions and Abilities (ESCS), the spey block. resp 1-3. 711 respondents x 12 items = 8260 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_spa_talents | Skills, Possessions and Abilities (ESCS), self-ratings of nine basic kinds of talents. resp 0-8. 727 respondents x 9 items = 6535 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2018_tci | Temperament and Character Inventory (ESCS). resp 1-5. 736 respondents x 295 items = 216632 responses. (CC0 1.0) Goldberg, L. R. (2018). Eugene-Springfield Community Sample [Data set]. Harvard Dataverse. https://dataverse.harvard.edu/dataverse/ESCS-Data | link |
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| goldberg_2023_citizen_forums conjoint · source = "conj" |
German adults (YouGov quota sample, December 2020, n = 2,039) compared 6 pairs of hypothetical deliberative citizen forums varying on 9 attributes (issue, initiative, recruitment, size, composition, output, consensus, discussion format, authorization); outcomes are a forced choice and a 1-7 liking rating of each forum. (CC0 1.0) Goldberg, S., & Bächtiger, A. (2023). Catching the 'deliberative wave'? How (disaffected) citizens assess deliberative citizen forums. British Journal of Political Science, 53(1), 239-247. | link |
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| goldberg_2025_minipublics_finland conjoint · source = "conj" |
Finnish adults (n=2,005, Qualtrics panel, 2021-22) chose between pairs of hypothetical citizens' forums varying on 9 design features (issue, convenor, recruitment, size, composition, aim, consensus, output, authorization). Forced choice; no rating was collected in Finland. (CC0 1.0) Goldberg, S., Lindell, M., & Bächtiger, A. (2025). Empowered minipublics for democratic renewal? Evidence from three conjoint experiments in the United States, Ireland, and Finland. American Political Science Review, 119(3), 1393-1410. | link |
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| goldberg_2025_minipublics_ireland conjoint · source = "conj" |
Irish adults (n=2,007, Psyma panel, 2022) chose between and rated (1-7) pairs of hypothetical citizens' forums varying on 9 design features (issue, convenor, recruitment, size, composition, aim, consensus, output, authorization). Forced choice plus a support rating of each forum. (CC0 1.0) Goldberg, S., Lindell, M., & Bächtiger, A. (2025). Empowered minipublics for democratic renewal? Evidence from three conjoint experiments in the United States, Ireland, and Finland. American Political Science Review, 119(3), 1393-1410. | link |
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| goldberg_2025_minipublics_usa conjoint · source = "conj" |
US adults (n=2,045, Psyma panel, 2022) chose between and rated (1-7) pairs of hypothetical citizens' forums varying on 9 design features (issue, convenor, recruitment, size, composition, aim, consensus, output, authorization). Forced choice plus a support rating of each forum. (CC0 1.0) Goldberg, S., Lindell, M., & Bächtiger, A. (2025). Empowered minipublics for democratic renewal? Evidence from three conjoint experiments in the United States, Ireland, and Finland. American Political Science Review, 119(3), 1393-1410. | link |
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| goldfarb_2026_aviation_fuel conjoint · source = "conj" |
1,000 US adults (Verasight panel) chose between two hypothetical flights in 5 tasks; flights varied airline, fuel type (sustainable aviation fuel vs conventional), included baggage, legroom, seat type and price. (CC0 1.0) Kriner, D., Goldfarb, J. L., Tester, J., & Bhujle, T. (2026). Replication data for: Comfort or climate? Consumer trade-offs between sustainable aviation fuel and flight amenities [Data set]. Harvard Dataverse. | link |
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| golzar_2024_teacher_burnout | 22 burnout items (1-5), a Maslach Burnout Inventory-Educators form (the authors' EE/DP/RPA means); N = 196 teachers (country and language not stated in the deposit). (CC BY 4.0) Golzar, J. (2024). SPSS File for Teachers' Grit, Self-efficacy, Motivation and Burnout [data]. figshare. https://doi.org/10.6084/m9.figshare.28052750.v1 | link |
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| golzar_2024_teacher_grit | 8 grit items (1-5); N = 196 teachers (country and language not stated in the deposit). (CC BY 4.0) Golzar, J. (2024). SPSS File for Teachers' Grit, Self-efficacy, Motivation and Burnout [data]. figshare. https://doi.org/10.6084/m9.figshare.28052750.v1 | link |
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| golzar_2024_teacher_motivation | 19 work-motivation items (1-5); the authors' subscales are intrinsic, identified, introjected, external regulation and amotivation; N = 196 teachers (country and language not stated in the deposit). (CC BY 4.0) Golzar, J. (2024). SPSS File for Teachers' Grit, Self-efficacy, Motivation and Burnout [data]. figshare. https://doi.org/10.6084/m9.figshare.28052750.v1 | link |
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| golzar_2024_teacher_self_efficacy | 12 self-efficacy items (1-5); N = 196 teachers (country and language not stated in the deposit). (CC BY 4.0) Golzar, J. (2024). SPSS File for Teachers' Grit, Self-efficacy, Motivation and Burnout [data]. figshare. https://doi.org/10.6084/m9.figshare.28052750.v1 | link |
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| gombe_chimpanzees_females_1969_2013 competitions · source = "comp" |
Gombe chimpanzee female dominance interactions (winner/loser), 1969-2013. One row per interaction, dated. (CC0 1.0) Foerster, S., Franz, M., Murray, C. M., Gilby, I. C., Feldblum, J. T., Walker, K. K., & Pusey, A. E. (2016). Chimpanzee females queue but males compete for social status. Scientific Reports, 6, 35404. | link |
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| gombe_chimpanzees_males_1978_2011 competitions · source = "comp" |
Gombe chimpanzee male dominance interactions (winner/loser), 1978-2011. One row per interaction, dated. (CC0 1.0) Foerster, S., Franz, M., Murray, C. M., Gilby, I. C., Feldblum, J. T., Walker, K. K., & Pusey, A. E. (2016). Chimpanzee females queue but males compete for social status. Scientific Reports, 6, 35404. | link |
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| gomez_2020_mpq | Multidimensional Personality Questionnaire (MPQ) brief-form item pool, binary True/False items (114 of 132 usable), N=213 (CC BY 4.0) Gomez R, Griffiths MD, Stavropoulos V (2020). Internal and external validity of the brief version of the Multidimensional Personality Questionnaire: Exploratory structural equation modelling. PLOS ONE, 15(4), e0229470. https://doi.org/10.1371/journal.pone.0229470 | link |
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| gomez_2022_qcae | Questionnaire of Cognitive and Affective Empathy (QCAE, 31 items), factor-structure validation study (CC BY 4.0) Gomez R, Brown T, Watson S, Stavropoulos V (2022). Confirmatory factor analysis and exploratory structural equation modeling of the factor structure of the Questionnaire of Cognitive and Affective Empathy (QCAE). PLOS ONE, 17(2), e0261914. https://doi.org/10.1371/journal.pone.0261914 | link |
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| gomez_meza_2025_patient_communication | Patient-rated communication of the treating dental student, 14 items (COM1-14), 1-5; id = the student, one patient rater each; N = 167; student covariates plus cov_patient_age, cov_patient_sex, cov_patient_education. (CC BY 4.0) Gomez Meza, D. N. (2025). Base de Datos: Autoestima y asertividad del estudiante de odontologia y su relacion con la comunicacion percibida por el paciente en la atencion odontologica [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15375835 | link |
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| gomez_meza_2025_rathus | Rathus Assertiveness Schedule, 30 items (ASERT1-30), -3 .. +3 without 0 as administered; N = 167 Peruvian dental students; cov_age, cov_sex, cov_year, cov_origin, cov_works. (CC BY 4.0) Gomez Meza, D. N. (2025). Base de Datos: Autoestima y asertividad del estudiante de odontologia y su relacion con la comunicacion percibida por el paciente en la atencion odontologica [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15375835 | link |
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| gomez_meza_2025_rses | Rosenberg Self-Esteem Scale, 10 items (AUTOEST1-10), 1-4; N = 167 Peruvian dental students; cov_age, cov_sex, cov_year, cov_origin, cov_works. (CC BY 4.0) Gomez Meza, D. N. (2025). Base de Datos: Autoestima y asertividad del estudiante de odontologia y su relacion con la comunicacion percibida por el paciente en la atencion odontologica [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15375835 | link |
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| gomm_2026_sustainable_products conjoint · source = "conj" |
Swiss Environmental Panel members (wave 14, n = 6,535) compared two versions of the same consumer product (tomatoes, chocolate, laptop, smartphone, jacket or shirt) varying in price and environmental impact, 6 tasks; forced choice plus a 1-7 likelihood rating of each version. (CC BY 4.0) Gomm et al. (2026). Comparing and combining theory of planned behavior and dragons of inaction to explain pro-environmental consumption behavior. Sustainable Production and Consumption. | link |
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| gonzalez_jimarez_2026_ear | EAR scale, 10 items 1-4, from 442 Mexican adults. (CC BY 4.0) Gonzalez Jimarez, A. (2026). Unidimensional, bidimensional, or bifactorial? Structural analysis of a self-esteem/anxiety measure. Mendeley Data. | link |
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| gonzalezaguilera_2026_interurban_mode conjoint · source = "conj" |
Stated-preference experiment on interurban mode choice in the Santiago-Rancagua corridor, Chile: 420 online-panel respondents chose in 12 tasks among a train, a coach bus and (in some designs) a rural bus, described by crowding, last-mile time, frequency, air conditioning, street vendors, cost, travel time and departure variability, or none of them. (CC BY 4.0) Gonzalez-Aguilera, P., Guevara, C. A., Henriquez-Jara, B., & Daziano, R. A. (2026). Stated preference survey on interurban mode choice: Santiago-Rancagua corridor, Chile [Data set]. Zenodo. | link |
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| gonzalezrobles_2018_oasis | Overall Anxiety Severity and Impairment Scale, five items 0-4, with a pre/post wave -- 583 pooled records from nine Spanish clinical studies, 92 with a post administration. Item text not shipped: no stems at either label level. (CC BY 4.0) Gonzalez-Robles, A., Mira, A., Miguel, C., et al. (2018). A brief online transdiagnostic measure: psychometric properties of the OASIS among Spanish patients with emotional disorders [Dataset]. Zenodo. | link |
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| gonzalezrobles_2018_odsis | Overall Depression Severity and Impairment Scale, five items 0-4, 490 of the 583 pooled Spanish clinical records (pre only). Item text not shipped: no stems. (CC BY 4.0) Gonzalez-Robles, A., Mira, A., Miguel, C., et al. (2018). A brief online transdiagnostic measure: psychometric properties of the OASIS among Spanish patients with emotional disorders [Dataset]. Zenodo. | link |
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| gonzalezrobles_2018_qli | Quality-of-life index, ten items 0-10, 335 of the pooled Spanish clinical records (pre only). Item text not shipped: no stems. (CC BY 4.0) Gonzalez-Robles, A., Mira, A., Miguel, C., et al. (2018). A brief online transdiagnostic measure: psychometric properties of the OASIS among Spanish patients with emotional disorders [Dataset]. Zenodo. | link |
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| gonzalezros_2025_eqi | Spanish 51-item EQ-i short form (Bar-On; responses coded 1-5) before and after an eight-week emotional-education programme (treat) for 201 Spanish pre-service teachers (163 at posttest). (CC BY 4.0) González-Ros, L., Pozo-Rico, T., Castejón, J. L., & Gilar-Corbí, R. (2026). Emotional Intelligence and Teacher Self-Efficacy in Initial Teacher Education: A Psychoeducational Intervention with Spanish Pre-Service Teachers. Journal of Intelligence, 14(5), 75. https://doi.org/10.3390/jintelligence14050075 | link |
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| gonzalezros_2025_ostes | Teachers' Sense of Efficacy Scale, Spanish (24 items, 1-9) before and after an eight-week emotional-education programme (treat) for 201 Spanish pre-service teachers (163 at posttest). (CC BY 4.0) González-Ros, L., Pozo-Rico, T., Castejón, J. L., & Gilar-Corbí, R. (2026). Emotional Intelligence and Teacher Self-Efficacy in Initial Teacher Education: A Psychoeducational Intervention with Spanish Pre-Service Teachers. Journal of Intelligence, 14(5), 75. https://doi.org/10.3390/jintelligence14050075 | link |
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| gonzalezros_2025_tmms24 | Trait Meta-Mood Scale-24, Spanish (24 items, 1-5) before and after an eight-week emotional-education programme (treat) for 201 Spanish pre-service teachers (163 at posttest). (CC BY 4.0) González-Ros, L., Pozo-Rico, T., Castejón, J. L., & Gilar-Corbí, R. (2026). Emotional Intelligence and Teacher Self-Efficacy in Initial Teacher Education: A Psychoeducational Intervention with Spanish Pre-Service Teachers. Journal of Intelligence, 14(5), 75. https://doi.org/10.3390/jintelligence14050075 | link |
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| gopal_2021_cas | Coronavirus Anxiety Scale (5 items, 0-4) for 1,350 internal migrant workers across India, telephone interviews June-August 2020. (CC BY 4.0) Raghavendra, N. K., Gopal, S., & Munuswamy, J. (2021). Data set on impact of COVID-19 on mental health of internal migrant workers in India: Corona Virus Anxiety Scale (CAS) approach. Data in Brief, 36, 107052. https://doi.org/10.1016/j.dib.2021.107052 | link |
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| gordils_2021_behavioral_avoidance | 11-item behavioral avoidance scale (1-7 Likert), 2-study US survey on interracial competition and psychological outcomes (CC BY 4.0) Gordils J, et al. (2021) The effect of perceived interracial competition on psychological outcomes. PLoS ONE. | link |
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| gordils_2021_discrimination | 9-item adapted Everyday Discrimination Scale (1-7 Likert), 2-study US survey on interracial competition and psychological outcomes (CC BY 4.0) Gordils J, et al. (2021) The effect of perceived interracial competition on psychological outcomes. PLoS ONE. | link |
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| gordils_2021_intergroup_anxiety | 4-item intergroup anxiety scale (1-7 Likert), 2-study US survey on interracial competition and psychological outcomes (CC BY 4.0) Gordils J, et al. (2021) The effect of perceived interracial competition on psychological outcomes. PLoS ONE. | link |
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| gordils_2021_interracial_comp | 5-item perceived interracial competition scale (1-7 Likert), 2-study US survey on interracial competition and psychological outcomes (CC BY 4.0) Gordils J, et al. (2021) The effect of perceived interracial competition on psychological outcomes. PLoS ONE. | link |
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| gordils_2021_interracial_trust | 4-item interracial trust/mistrust scale, adapted from a general trust scale (1-7 Likert, kept raw/un-reverse-coded), 2-study US survey on interracial competition and psychological outcomes (CC BY 4.0) Gordils J, et al. (2021) The effect of perceived interracial competition on psychological outcomes. PLoS ONE. | link |
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| gori_2020_cope | Coping Orientation to Problems Experienced, New Italian Version (COPE-NVI), 60 items, 1-4, 1,084 Italian adults during the COVID-19 emergency (2020); cov_age, cov_gender. (CC BY 4.0) Gori, A., Topino, E., & Di Fabio, A. (2020). The protective role of life satisfaction, coping strategies and defense mechanisms on perceived stress due to COVID-19 emergency: A chained mediation model. PLOS ONE, 15(11), e0242402. | link |
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| gori_2020_dsq40 | Italian Defense Style Questionnaire-40 (DSQ-40), 40 items, 1-9, 1,098 Italian adults during the COVID-19 emergency (2020); cov_age, cov_gender. (CC BY 4.0) Gori, A., Topino, E., & Di Fabio, A. (2020). The protective role of life satisfaction, coping strategies and defense mechanisms on perceived stress due to COVID-19 emergency: A chained mediation model. PLOS ONE, 15(11), e0242402. | link |
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| gori_2020_pss10 | Italian Perceived Stress Scale-10 (PSS-10), 10 items, 0-4, 1,099 Italian adults during the COVID-19 emergency (2020); cov_age, cov_gender. (CC BY 4.0) Gori, A., Topino, E., & Di Fabio, A. (2020). The protective role of life satisfaction, coping strategies and defense mechanisms on perceived stress due to COVID-19 emergency: A chained mediation model. PLOS ONE, 15(11), e0242402. | link |
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| gori_2020_swls | Italian Satisfaction With Life Scale (SWLS), 5 items, 1-7, 1,094 Italian adults during the COVID-19 emergency (2020); cov_age, cov_gender. (CC BY 4.0) Gori, A., Topino, E., & Di Fabio, A. (2020). The protective role of life satisfaction, coping strategies and defense mechanisms on perceived stress due to COVID-19 emergency: A chained mediation model. PLOS ONE, 15(11), e0242402. | link |
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| gori_2021_dsq40 | Defense Style Questionnaire-40 (Italian), 40 items, 1-9. 557 Italian adults, online, 24-31 March 2020; mean-imputed cells in the deposit dropped. Covariates: age, sex. (CC BY 4.0) Gori A, Topino E, Palazzeschi L, Di Fabio A (2021) Which personality traits can mitigate the impact of the pandemic? Assessment of the relationship between personality traits and traumatic events in the COVID-19 pandemic as mediated by defense mechanisms. PLoS ONE 16(5): e0251984. https://doi.org/10.1371/journal.pone.0251984 | link |
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| gori_2021_iesr | Impact of Event Scale-Revised (Italian), 22 items, 0-4. 557 Italian adults, online, 24-31 March 2020; mean-imputed cells in the deposit dropped. Covariates: age, sex. (CC BY 4.0) Gori A, Topino E, Palazzeschi L, Di Fabio A (2021) Which personality traits can mitigate the impact of the pandemic? Assessment of the relationship between personality traits and traumatic events in the COVID-19 pandemic as mediated by defense mechanisms. PLoS ONE 16(5): e0251984. https://doi.org/10.1371/journal.pone.0251984 | link |
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| gori_2021_tipi | Ten Item Personality Inventory (Italian), 10 items as answered, 1-7. 557 Italian adults, online, 24-31 March 2020; mean-imputed cells in the deposit dropped. Covariates: age, sex. (CC BY 4.0) Gori A, Topino E, Palazzeschi L, Di Fabio A (2021) Which personality traits can mitigate the impact of the pandemic? Assessment of the relationship between personality traits and traumatic events in the COVID-19 pandemic as mediated by defense mechanisms. PLoS ONE 16(5): e0251984. https://doi.org/10.1371/journal.pone.0251984 | link |
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| gosciak_2026_immigrant_admission conjoint · source = "conj" |
US Prolific respondents (n = 9,907) each chose which of two hypothetical immigrants (one college-educated, one with no formal education; profession, origin, reason and prior trips varied) they would admit, with contexts assigned by an adaptive bandit design plus two validation phases. (CC0 1.0) Gosciak, J., Molitor, D., & Lundberg, I. (2026). Adaptive randomization in conjoint survey experiments. Political Analysis, 1-28. | link |
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| gothreau_2026_women_candidates conjoint · source = "conj" |
14,324 respondents from YouGov and partner panels in 20 countries (2022-2024) each chose between 7 pairs of hypothetical candidates varying gender, age, political experience, children, ideology, occupation and country of origin, for national or local office. (CC0 1.0) Gothreau, C., & Laustsen, L. (2026). Women and left-wing citizens prefer women candidates: Testing consistency and psychological processes across twenty diverse countries. Public Opinion Quarterly, 90(SI), 989-1016. | link |
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| gps_vangsness_2019 | Lay’s General Procrastination Scale (CC BY 4.0) Vangsness, L., Voss, N. M., Maddox, N., Devereaux, V., Martin, E., & Nystrom, C. (2022, January 24). Self-Report Measures of Procrastination Exhibit Inconsistent Concurrent Validity, Predictive Validity, and Psychometric Properties. https://doi.org/10.17605/OSF.IO/R7WCX | link |
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| gpt4mcq_young_2025 | ChatGPT-4 Multiple-choice item (CC BY 4.0) Young, R., Courtney, E., Kah, A., Wilkerson, M., & Chen, Y.-H. (2025). Content and Item Response Theory Analysis of ChatGPT-4-Generated Multiple-Choice Items. Teaching of Psychology, 0(0). https://doi.org/10.1177/00986283241311220 | link |
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| gracio_michelon_2026_ambiguity_reaction | Reactions to a hiring rejection: perceived ambiguity, 5 items, 1-7 agree. Both studies (cov_study): Study 1, 125 online adults rejected by a human/AI/hybrid evaluator; Study 2, 384 adults in a 3 evaluator x 3 rejection-message design. Covariates: evaluator, message (Study 2), age (Study 2), gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_decontextualization | Perceived decontextualization of the decision, 3 items, 1-7 agree. Study 2: 384 online adults, 3 evaluator (human/hybrid/AI) x 3 rejection message (none/outcome/counterfactual). Covariates: evaluator, message, age, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_emotional_reaction | Cognitive/affective reactions to a hiring rejection: emotional reaction, 5 items, 1-7 agree. Both studies (cov_study): Study 1, 125 online adults rejected by a human/AI/hybrid evaluator; Study 2, 384 adults in a 3 evaluator x 3 rejection-message design. Covariates: evaluator, message (Study 2), age (Study 2), gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_eval_intelligence | Perceived intelligence of the decision-maker (semantic differential, e.g. incompetent:competent), 5 items, 1-5. Both studies (cov_study): Study 1, 125 online adults rejected by a human/AI/hybrid evaluator; Study 2, 384 adults in a 3 evaluator x 3 rejection-message design. Covariates: evaluator, message (Study 2), age (Study 2), gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_eval_likeability | Perceived likeability of the evaluator (semantic differential), 5 items, 1-5. Study 2: 384 online adults, 3 evaluator (human/hybrid/AI) x 3 rejection message (none/outcome/counterfactual). Covariates: evaluator, message, age, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_evaluator_trust | Trust in the evaluator: benevolence (TBB, 3), integrity (TBI, 4), competence (TBC, 4); scored as one TRUST mean in the deposit syntax, 11 items, 1-5 agree. Study 2: 384 online adults, 3 evaluator (human/hybrid/AI) x 3 rejection message (none/outcome/counterfactual). Covariates: evaluator, message, age, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_fairness | Perceived fairness of the decision, 4 items, 1-7 agree. Study 2: 384 online adults, 3 evaluator (human/hybrid/AI) x 3 rejection message (none/outcome/counterfactual). Covariates: evaluator, message, age, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_job_pursuit | Job pursuit intentions, 5 items, 1-5 agree. Both studies (cov_study): Study 1, 125 online adults rejected by a human/AI/hybrid evaluator; Study 2, 384 adults in a 3 evaluator x 3 rejection-message design. Covariates: evaluator, message (Study 2), age (Study 2), gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_litigation | Litigation intentions, 4 items, 1-5 agree. Both studies (cov_study): Study 1, 125 online adults rejected by a human/AI/hybrid evaluator; Study 2, 384 adults in a 3 evaluator x 3 rejection-message design. Covariates: evaluator, message (Study 2), age (Study 2), gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_org_attractiveness | Organisational attractiveness, 5 items (item 2 reverse-keyed, not recoded), 1-5 agree. Both studies (cov_study): Study 1, 125 online adults rejected by a human/AI/hybrid evaluator; Study 2, 384 adults in a 3 evaluator x 3 rejection-message design. Covariates: evaluator, message (Study 2), age (Study 2), gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_org_prestige | Organisational prestige, 5 items, 1-5 agree. Both studies (cov_study): Study 1, 125 online adults rejected by a human/AI/hybrid evaluator; Study 2, 384 adults in a 3 evaluator x 3 rejection-message design. Covariates: evaluator, message (Study 2), age (Study 2), gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_org_trust | Trust in the hiring organisation, 6 items, 1-5 agree. Both studies (cov_study): Study 1, 125 online adults rejected by a human/AI/hybrid evaluator; Study 2, 384 adults in a 3 evaluator x 3 rejection-message design. Covariates: evaluator, message (Study 2), age (Study 2), gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_panas_na | PANAS short form, negative affect, 5 items, 1-5. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_panas_pa | PANAS short form, positive affect, 5 items, 1-5. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_quantification | Perceived quantification of the decision, 3 items (item 2 reverse-keyed, not recoded), 1-7 agree. Study 2: 384 online adults, 3 evaluator (human/hybrid/AI) x 3 rejection message (none/outcome/counterfactual). Covariates: evaluator, message, age, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_reapplication | Reapplication intentions, 4 items, 1-5 agree. Both studies (cov_study): Study 1, 125 online adults rejected by a human/AI/hybrid evaluator; Study 2, 384 adults in a 3 evaluator x 3 rejection-message design. Covariates: evaluator, message (Study 2), age (Study 2), gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_reductionism_qual | Perceived reductionism: degree each qualitative consideration (organisational fit, social problem-solving, teamwork) was part of the decision, 3 items, 1-7. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_reductionism_quant | Perceived reductionism: degree each quantitative consideration (qualifications, work experience, technical skills) was part of the decision, 3 items, 1-7. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_spjs_chance_perform | Selection Procedural Justice Scale, chance to perform, 4 items. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_spjs_consistency | Selection Procedural Justice Scale, consistency, 3 items. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_spjs_feedback | Selection Procedural Justice Scale, feedback, 3 items. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_spjs_job_info | Selection Procedural Justice Scale (Bauer et al. 2001), job-relatedness information known subscale, 3 items. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_spjs_openness | Selection Procedural Justice Scale, openness, 4 items. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_spjs_propriety | Selection Procedural Justice Scale, propriety of questions, 3 items. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_spjs_reconsider | Selection Procedural Justice Scale, reconsideration opportunity, 5 items. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_spjs_treatment | Selection Procedural Justice Scale, treatment, 5 items. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_spjs_two_way_comm | Selection Procedural Justice Scale, two-way communication, 5 items. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_xai_satisfaction_s1 | Explanation satisfaction (XAI), Study 1 version, 8 items, 1-5 agree. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_xai_satisfaction_s2 | Explanation satisfaction, Study 2 version, 8 items, 1-5 agree. Study 2: 384 online adults, 3 evaluator (human/hybrid/AI) x 3 rejection message (none/outcome/counterfactual). Covariates: evaluator, message, age, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| gracio_michelon_2026_xai_trust_s1 | Trust in the AI/selection system after its explanation (XAI trust), 6 items, 1-5 agree. Study 1: 125 online adults reading a hiring-rejection vignette by a human, AI or hybrid evaluator. Covariates: evaluator, gender. (CC BY 4.0) Gracio Michelon V (2026). Counterfactual explanations and algorithm aversion. Mendeley Data, V1. https://doi.org/10.17632/wjw7b6ghc8.1 | link |
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| graham_2020_undemocratic_candidates conjoint · source = "conj" |
US Lucid respondents (n = 1,680, survey-weighted) chose between two hypothetical candidates in up to 13 scenarios, varying party, age, gender, race, profession, experience, an economic and a social policy position, and a generic, undemocratic or scandal-related record; they also said whether they would vote. (CC BY 4.0) Graham, M. H., & Svolik, M. W. (2020). Democracy in America? Partisanship, polarization, and the robustness of support for democracy in the United States. American Political Science Review, 114(2), 392-409. | link |
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| grahn_2025_tariffs_de conjoint · source = "conj" |
German Bilendi panel respondents (April 2025, n = 3,864 in the deposit) chose between 3 pairs of hypothetical coalition agreements varying the coalition, economic policy, protectionism (tariffs, green tariffs or EU-contribution cuts), migration, women's quotas, LGBT funding and social-media regulation; outcomes are the preferred agreement and a 1-5 likelihood rating of each. (CC0 1.0) Grahn, M., Lawall, K., Mainz, S., Nordbrandt, M., & Turnbull-Dugarte, S. J. (2025). A game of tariffs: Is there demand for tariffs in Europe? Journal of European Public Policy. | link |
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| grahn_2025_tariffs_uk conjoint · source = "conj" |
British Prolific respondents (May 2025, n = 1,500) chose between 5 pairs of hypothetical candidates of their own preferred party, varying name, age, job, photo, immigration position and motivation, social-media regulation, economic policy (including general and retaliatory tariffs) and position on the UK Supreme Court gender ruling; outcomes are the preferred candidate and a 1-5 likelihood of ever supporting each. (CC0 1.0) Grahn, M., Lawall, K., Mainz, S., Nordbrandt, M., & Turnbull-Dugarte, S. J. (2025). A game of tariffs: Is there demand for tariffs in Europe? Journal of European Public Policy. | link |
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| grandahl_2017_hpv_attitudes | School nurses' attitudes towards HPV vaccination, 13 statements, 1 strongly agree - 4 strongly disagree. 1,587 Swedish school nurses in two independent surveys (2013, 2016). Covariate: survey year. (CC BY 4.0) Grandahl M, Larsson M, Tyden T, Stenhammar C (2017) School nurses' attitudes towards and experiences of the Swedish school-based HPV vaccination programme - A repeated cross sectional study. PLoS ONE 12(4): e0175883. https://doi.org/10.1371/journal.pone.0175883 | link |
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| grandahl_2017_hpv_beliefs | HPV vaccination beliefs (15-item 6-point agreement scale, "do not know" treated as missing) among Swedish adolescents (CC BY 4.0) Grandahl M, Larsson M, Dalianis T, Stenhammar C, Tyden T, Westerling R, Neveus T (2017). Catch-up HPV vaccination status of adolescents in relation to socioeconomic factors, individual beliefs and sexual behaviour. PLOS ONE. | link |
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| grant_2018_ersq | Emotion Regulation Skills Questionnaire (27 items), pre/post intervention (wave column) (CC BY 4.0) Grant M, Salsman NL, Berking M (2018). The assessment of successful emotion regulation skills use: Development and validation of an English version of the Emotion Regulation Skills Questionnaire. PLOS ONE, 13(10), e0205095. https://doi.org/10.1371/journal.pone.0205095 | link |
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| granwald_2025_ami | Apathy Motivation Index, 18 items scored 0-4, from 528 online participants in a study of apathy, anhedonia and depression. (CC BY 4.0) Granwald, T., Triolo, F., Lengyel, M., Dayan, P., & Guitart-Masip, M. (2025). Exploring the Link Between a Prior for Active Avoidance and Apathy, Anhedonia, and Depression: A Network Analysis. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. | link |
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| granwald_2025_bis_bas | BIS/BAS scales, 24 items scored 1-4, from 528 online participants in a study of apathy, anhedonia and depression. (CC BY 4.0) Granwald, T., Triolo, F., Lengyel, M., Dayan, P., & Guitart-Masip, M. (2025). Exploring the Link Between a Prior for Active Avoidance and Apathy, Anhedonia, and Depression: A Network Analysis. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. | link |
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| granwald_2025_cesd | Center for Epidemiologic Studies Depression Scale, 20 items scored 0-3, from 528 online participants in a study of apathy, anhedonia and depression. (CC BY 4.0) Granwald, T., Triolo, F., Lengyel, M., Dayan, P., & Guitart-Masip, M. (2025). Exploring the Link Between a Prior for Active Avoidance and Apathy, Anhedonia, and Depression: A Network Analysis. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. | link |
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| granwald_2025_phq9 | Patient Health Questionnaire-9, 9 items scored 0-3, from 528 online participants in a study of apathy, anhedonia and depression. (CC BY 4.0) Granwald, T., Triolo, F., Lengyel, M., Dayan, P., & Guitart-Masip, M. (2025). Exploring the Link Between a Prior for Active Avoidance and Apathy, Anhedonia, and Depression: A Network Analysis. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. | link |
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| granwald_2025_shps | Snaith-Hamilton Pleasure Scale, 14 items scored 0-3, from 528 online participants in a study of apathy, anhedonia and depression. (CC BY 4.0) Granwald, T., Triolo, F., Lengyel, M., Dayan, P., & Guitart-Masip, M. (2025). Exploring the Link Between a Prior for Active Avoidance and Apathy, Anhedonia, and Depression: A Network Analysis. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. | link |
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| granwald_2025_zung_sds | Zung Self-Rating Depression Scale, 20 items scored 1-4, from 528 online participants in a study of apathy, anhedonia and depression. (CC BY 4.0) Granwald, T., Triolo, F., Lengyel, M., Dayan, P., & Guitart-Masip, M. (2025). Exploring the Link Between a Prior for Active Avoidance and Apathy, Anhedonia, and Depression: A Network Analysis. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. | link |
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| graphmapping_study1 | Study 1 of Graph Mapping Measure (CC BY 4.0) Jastrzębski, J., Ociepka, M., & Chuderski, A. (2022). Graph Mapping: A novel and simple test to validly assess fluid reasoning. Behavior Research Methods, 1-13. | link |
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| graves_2021_brief_cope | Brief-COPE (28 items, 1-4) from 988 US college students. (CC BY 4.0) Graves BS, Hall ME, Dias-Karch C, Haischer MH, Apter C (2021). Gender differences in perceived stress and coping among college students. PLOS ONE 16(8): e0255634. | link |
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| graves_2021_pss10 | Perceived Stress Scale (10 items, 0-4) from 1,051 US college students. (CC BY 4.0) Graves BS, Hall ME, Dias-Karch C, Haischer MH, Apter C (2021). Gender differences in perceived stress and coping among college students. PLOS ONE 16(8): e0255634. | link |
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| gray_2026_bes | Basic Empathy Scale (BES), 20 items, 1-5. 398 students at a midwestern US public university, 2022-2023. Covariates: age, gender. Non-integer (mean-imputed) cells dropped. (CC BY 4.0) Gray A, Young-Jones A (2026). Empathy and Basic Psychological Need Satisfaction Dataset. Zenodo. https://doi.org/10.5281/zenodo.23623141 | link |
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| gray_2026_bpns | Basic Psychological Need Satisfaction scale (general), 21 items (autonomy, competence, relatedness), 1-7. 398 students at a midwestern US public university, 2022-2023. Covariates: age, gender. Non-integer (mean-imputed) cells dropped. (CC BY 4.0) Gray A, Young-Jones A (2026). Empathy and Basic Psychological Need Satisfaction Dataset. Zenodo. https://doi.org/10.5281/zenodo.23623141 | link |
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| gray_2026_efq | Empathy Formative Questionnaire (EFQ), 15 items (understand others, communicate understanding), 1-5. 398 students at a midwestern US public university, 2022-2023. Covariates: age, gender. Non-integer (mean-imputed) cells dropped. (CC BY 4.0) Gray A, Young-Jones A (2026). Empathy and Basic Psychological Need Satisfaction Dataset. Zenodo. https://doi.org/10.5281/zenodo.23623141 | link |
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| gray_2026_iri | Interpersonal Reactivity Index (IRI), 28 items (fantasy, empathic concern, perspective taking, personal distress), stored 0-4. 398 students at a midwestern US public university, 2022-2023. Covariates: age, gender. Non-integer (mean-imputed) cells dropped. (CC BY 4.0) Gray A, Young-Jones A (2026). Empathy and Basic Psychological Need Satisfaction Dataset. Zenodo. https://doi.org/10.5281/zenodo.23623141 | link |
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| gray_2026_pwb | Ryff Psychological Well-Being, 18-item form, 1 = strongly agree .. 7 = strongly disagree. 398 students at a midwestern US public university, 2022-2023. Covariates: age, gender. Non-integer (mean-imputed) cells dropped. (CC BY 4.0) Gray A, Young-Jones A (2026). Empathy and Basic Psychological Need Satisfaction Dataset. Zenodo. https://doi.org/10.5281/zenodo.23623141 | link |
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| gray_2026_see | Scale of Ethnocultural Empathy (SEE), 31 items, 1-6. 398 students at a midwestern US public university, 2022-2023. Covariates: age, gender. Non-integer (mean-imputed) cells dropped. (CC BY 4.0) Gray A, Young-Jones A (2026). Empathy and Basic Psychological Need Satisfaction Dataset. Zenodo. https://doi.org/10.5281/zenodo.23623141 | link |
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| graziotin_2021_f1 | 7 items of factor 1 of a behavioural software-engineering instrument (1-5), 142 software professionals (CC BY 4.0) Graziotin, D., Lenberg, P., Feldt, R., & Wagner, S. (2021). Behavioral software engineering: example of psychometric evaluation with R. Zenodo. | link |
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| graziotin_2021_f2 | 4 items of factor 2 (1-5), 142 software professionals (CC BY 4.0) Graziotin, D., Lenberg, P., Feldt, R., & Wagner, S. (2021). Behavioral software engineering: example of psychometric evaluation with R. Zenodo. | link |
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| graziotin_2021_f3 | 9 items of factor 3 (1-5), 142 software professionals (CC BY 4.0) Graziotin, D., Lenberg, P., Feldt, R., & Wagner, S. (2021). Behavioral software engineering: example of psychometric evaluation with R. Zenodo. | link |
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| graziotin_2021_f4 | 4 items of factor 4 (1-5), 142 software professionals (CC BY 4.0) Graziotin, D., Lenberg, P., Feldt, R., & Wagner, S. (2021). Behavioral software engineering: example of psychometric evaluation with R. Zenodo. | link |
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| graziotin_2021_f5 | 7 items of factor 5 (1-5), 142 software professionals (CC BY 4.0) Graziotin, D., Lenberg, P., Feldt, R., & Wagner, S. (2021). Behavioral software engineering: example of psychometric evaluation with R. Zenodo. | link |
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| green_2025_job_impact | Perceived job impact of six economic and technological forces, 6 items on a 1-5 ordinal scale, answered by 3,975 British Election Study panel respondents. (CC0 1.0) Green, J., Grant, Z., Evans, G., & Inglese, G. (2025). Replication Data for: Linking Artificial Intelligence Job Exposure to Expectations. Harvard Dataverse. | link |
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| green_2025_policy_preferences | Support for three policy proposals (redistribution, immigration, education spending), 3 items on a 1-5 scale, answered by 4,041 British Election Study panel respondents. (CC0 1.0) Green, J., Grant, Z., Evans, G., & Inglese, G. (2025). Replication Data for: Linking Artificial Intelligence Job Exposure to Expectations. Harvard Dataverse. | link |
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| greenhough_2021_tri2 | Technology Readiness Index 2.0 (TRI 2.0, ten-item form: optimism, innovativeness, discomfort, insecurity), 1 strongly disagree .. 5 strongly agree, raw answers. 207 English professional-football practitioners (143 coaches/support staff, 64 players), cov_role. Covariates: role, age band, gender and team level (coaches/support staff only). (CC BY 4.0) Greenhough B, Barrett S, Towlson C, Abt G (2021). Perceptions of professional soccer coaches, support staff and players toward virtual reality and the factors that modify their intention to use it. PLOS ONE 16(12): e0261378. | link |
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| gries_2011_moral_foundations | Twelve moral-relevance items, 1-7, two per moral foundation (harm/care, fairness, loyalty, authority, purity, liberty), from a US national sample of 1,000 adults surveyed by YouGov in Spring 2011 alongside ideology, party identification and demographics. 12,000 responses. (CC0 1.0) Gries, Peter (2011). Replication data for: Moral Foundations Questionnaire: US national representative sample data Spring 2011. Harvard Dataverse, V1. | link |
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| griffin_2020_candidate_income conjoint · source = "conj" |
Respondents to a 2014 CCES team module (n = 1,490 with an answer) each rated one text description of a hypothetical congressional candidate whose name (David / Denise Jones) and stated income ($75,000, $3 million, or none) were randomized; outcomes are vote likelihood (1-4) and five trait ratings. (CC0 1.0) Griffin, J. D., Newman, B., & Buhr, P. (2020). Class war in the voting booth: Bias against high-income congressional candidates. Legislative Studies Quarterly, 45(1), 131-145. | link |
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| grimmer_2017_credit_claiming conjoint · source = "conj" |
Factorial vignette on legislators' credit claiming: 952 US online respondents (MTurk, June 2013) each read one press release varying the legislator's party, whether credit was claimed alone or with a Democrat/Republican, the stage (requested, secured, will request), the amount ($20 million or $50 thousand) and the project type; outcomes are 1-5 approval and a 0-100 thermometer rating of the legislator. (CC0 1.0) Grimmer, J., Messing, S., & Westwood, S. J. (2017). Estimating heterogeneous treatment effects and the effects of heterogeneous treatments with ensemble methods. Political Analysis, 25(4), 413-434. | link |
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| grit | Answers to grit scale items (CC BY 4.0) Duckworth, A. L., Peterson, C., Matthews, M. D., & Kelly, D. R. (2007). Grit: perseverance and passion for long-term goals. Journal of personality and social psychology, 92(6), 1087. | link |
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| grit_BrummerHoffman_2021 | short version of the Grit Scale (CC BY 4.0) de Souza Brümmer, R., Krause, K. R., Salum, G. A., de Almeida Fleck, M. P., Porto, I. M., do Amaral, J. V., ... & Hoffmann, M. S. (2024). Beyond frequency: Evaluating the validity of assessing the context, duration, ability and botherement of depression and anxiety symptoms in south Brazil. Psychological Assessment. | link |
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| gross_2026_cordon_dilemma conjoint · source = "conj" |
German online respondents in Saxony, Thuringia and Western Germany (Aug-Sep 2024) chose between and rated two hypothetical CDU candidates in 3 rounds, varying age, gender, political experience, positions on refugee immigration, inequality and Ukraine, and willingness to cooperate with the far-right AfD. 2,773 respondents; binary choice and a -5..+5 thermometer. (CC0 1.0) Gross, M., Juen, C.-M., & Stecker, C. (2026). The cordon dilemma: How voters evaluate cooperation with the far-right in parliament. Comparative Political Studies. | link |
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| guatemala_2024_homes_avenues | ENCASBA 2024 items on condition, safety, and maintenance of local streets, avenues, sidewalks, and signaling (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_country | ENCASBA 2024 items on perceptions of national conditions, household prospects, and key public problems (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_drainage | ENCASBA 2024 items on access to and satisfaction with drainage and sewerage services (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_emergencies | ENCASBA 2024 items on access to and satisfaction with municipal emergency services, including firefighters and paramedics (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_energy | ENCASBA 2024 items on access to and satisfaction with household grid electricity service and its continuity (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_lighting | ENCASBA 2024 items on access to and satisfaction with public street lighting services (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_nutrition | ENCASBA 2024 items on access to and satisfaction with the public school feeding and nutrition program (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_parks | ENCASBA 2024 items on access to and satisfaction with public parks and gardens (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_publicclinic | ENCASBA 2024 items on access to and satisfaction with public hospitals and clinics (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_publiceducation | ENCASBA 2024 items on access to and satisfaction with public education services and school quality (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_publichealth | ENCASBA 2024 items on access to and satisfaction with outpatient public health centers (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_roads | ENCASBA 2024 items on condition, connectivity, and maintenance of interurban roads and highways serving the community (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_safety | ENCASBA 2024 items on access to and satisfaction with public security services provided by the national police (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_transparency | ENCASBA 2024 items on perceptions of transparency, corruption, and integrity in government institutions (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_transport | NCASBA 2024 items on access to and satisfaction with public transportation services (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_trash | ENCASBA 2024 items on mode and perceived quality of municipal solid waste and trash collection services (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| guatemala_2024_homes_water | ENCASBA 2024 items on access to and satisfaction with municipal drinking water services (Custom) https://www.ine.gob.gt/encasba-2/ | link |
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| gubitz_2022_incivility conjoint · source = "conj" |
White non-Hispanic US online panel respondents (Bovitz/Forthright, n = 450) each read 6 one-sentence newspaper excerpts in which a speaker insulted, threatened or slurred a target at a town hall meeting; headline, both people's party, job and name (names signal race and gender) and the uncivil phrase were randomized. Ratings: how uncivil and how newsworthy (1-5). (CC0 1.0) Gubitz, S. R. (2022). Race, gender, and the politics of incivility: How identity moderates perceptions of uncivil discourse. The Journal of Race, Ethnicity, and Politics, 7(3), 526-543. | link |
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| guerra_2010_teacher_resilience | 71 resilience items administered to 710 Peruvian schoolteachers (pre-school, primary and secondary) in the Callao region, 1-5. One isolated data-entry error dropped (a single 22 in VAR00019). Item text not shipped: the columns are SPSS's own VAR000NN placeholders and the deposit carries no labels for any item and no questionnaire. (CC0 1.0) Guerra-La-Torre, J. L. (2010). Niveles de resiliencia en docentes de inicial, primaria y secundaria de la Region Callao [Dataset]. Zenodo. | link |
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| guerra_2019_electric_motorcycle conjoint · source = "conj" |
Stated choice experiment: 1,208 consumers in Solo, Indonesia, chose in 5 tasks among an electric motorcycle (down payment, monthly payment, fuel price, range, charge time, top speed), a gasoline motorcycle (varying fuel price) and no motorcycle. (CC BY-NC 3.0) Guerra, E. (2019). Electric vehicles, air pollution, and the motorcycle city: A stated preference survey of consumers' willingness to adopt electric motorcycles in Solo, Indonesia. Transportation Research Part D, 68, 52-64. | link |
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| guerrero_zambrano_2026_adaptation | 3 adaptation-and-inclusion items (1-5); N = 334 Ecuadorian teachers; cov_region, cov_zone, cov_gender, cov_education, cov_years_experience, cov_teaching_level. (CC BY 4.0) Guerrero-Zambrano, M., Castro-Castillo, G. J., & Delgado Santillan, D. A. (2026). Base de datos desidentificada sobre uso pedagogico de inteligencia artificial, gestion de datos educativos y adaptacion e inclusion en docentes [data]. figshare. https://doi.org/10.6084/m9.figshare.33187878.v2 | link |
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| guerrero_zambrano_2026_ai_use | 3 pedagogical-AI-use items (1-5); N = 334 Ecuadorian teachers; cov_region, cov_zone, cov_gender, cov_education, cov_years_experience, cov_teaching_level. (CC BY 4.0) Guerrero-Zambrano, M., Castro-Castillo, G. J., & Delgado Santillan, D. A. (2026). Base de datos desidentificada sobre uso pedagogico de inteligencia artificial, gestion de datos educativos y adaptacion e inclusion en docentes [data]. figshare. https://doi.org/10.6084/m9.figshare.33187878.v2 | link |
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| guerrero_zambrano_2026_data_mgmt | 3 educational-data-management items (1-5); N = 334 Ecuadorian teachers; cov_region, cov_zone, cov_gender, cov_education, cov_years_experience, cov_teaching_level. (CC BY 4.0) Guerrero-Zambrano, M., Castro-Castillo, G. J., & Delgado Santillan, D. A. (2026). Base de datos desidentificada sobre uso pedagogico de inteligencia artificial, gestion de datos educativos y adaptacion e inclusion en docentes [data]. figshare. https://doi.org/10.6084/m9.figshare.33187878.v2 | link |
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| guess_2023_tech_attitudes | Attitudes toward technology, 12 items, 1-9 (two reverse-worded items left unreversed). 1,071 adults from four stacked samples (Facebook, MTurk, and two the deposit labels high and low). Covariate: sample. (CC0 1.0) Guess, Andy; Munger, Kevin (2022). Replication Data for: Digital Literacy and Online Political Behavior [dataset]. Harvard Dataverse. | link |
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| guess_2023_web_skills | Web skills, 21 items, 1-5. 1,080 adults from four stacked samples (Facebook, MTurk, and two the deposit labels high and low). Covariate: sample. (CC0 1.0) Guess, Andy; Munger, Kevin (2022). Replication Data for: Digital Literacy and Online Political Behavior [dataset]. Harvard Dataverse. | link |
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| guidi_2026_fdi_france conjoint · source = "conj" |
French adults (Bilendi opt-in panel, April 2024) judged 5 hypothetical foreign acquisitions of a domestic company, varying the acquiring country, relative gains, reciprocity in openness, and the target's size, performance, technology and sector, and said whether the government should block each. 1,223 respondents who passed the attention screener. (CC0 1.0) Guidi, M., Moro, F. N., & Poletti, A. (2026). Geopolitics and opposition to foreign direct investment in the EU: Evidence from a conjoint experiment. Business and Politics. | link |
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| guidi_2026_fdi_germany conjoint · source = "conj" |
German adults (Bilendi opt-in panel, April 2024) judged 5 hypothetical foreign acquisitions of a domestic company, varying the acquiring country, relative gains, reciprocity in openness, and the target's size, performance, technology and sector, and said whether the government should block each. 1,327 respondents who passed the attention screener. (CC0 1.0) Guidi, M., Moro, F. N., & Poletti, A. (2026). Geopolitics and opposition to foreign direct investment in the EU: Evidence from a conjoint experiment. Business and Politics. | link |
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| guidi_2026_fdi_italy conjoint · source = "conj" |
Italian adults (Bilendi opt-in panel, April 2024) judged 5 hypothetical foreign acquisitions of a domestic company, varying the acquiring country, relative gains, reciprocity in openness, and the target's size, performance, technology and sector, and said whether the government should block each. 1,183 respondents who passed the attention screener. (CC0 1.0) Guidi, M., Moro, F. N., & Poletti, A. (2026). Geopolitics and opposition to foreign direct investment in the EU: Evidence from a conjoint experiment. Business and Politics. | link |
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| guinaudeau2024_largechambers competitions · source = "comp" |
Ideological comparisons of German MPs (CC0 1.0) Guinaudeau, Benjamin; Breunig, Christian, 2024, "Replication Data for: Measuring Legislators’ Ideological Position in Large Chambers using Pairwise-Comparisons", https://doi.org/10.7910/DVN/0ULECU, Harvard Dataverse, V1 | link |
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| gulec_2023_pcl5 | PTSD Checklist for DSM-5 (PCL-5), 20 items, 0-4; N = 503 earthquake survivors, Turkey; demographic and exposure covariates. (CC BY 4.0) Güleç, S., & Yılmaz, Y. (2023). Post-Traumatic Stress Disorder (PTSD) Development in the Aftermath of the Turkey Earthquake: Exploring the Role of Demographic Variables, Personality Traits, and Psychological Vulnerability [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/6sg3x4bchj | link |
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| gulec_2023_pvs | Psychological Vulnerability Scale, 6 items, 1-5; N = 503 earthquake survivors, Turkey; demographic and exposure covariates. (CC BY 4.0) Güleç, S., & Yılmaz, Y. (2023). Post-Traumatic Stress Disorder (PTSD) Development in the Aftermath of the Turkey Earthquake: Exploring the Role of Demographic Variables, Personality Traits, and Psychological Vulnerability [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/6sg3x4bchj | link |
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| gulec_2023_tipi | Ten-Item Personality Inventory, 10 items, 1-7 (item codes are the deposit's trait.k headers); N = 503 earthquake survivors, Turkey; demographic and exposure covariates. (CC BY 4.0) Güleç, S., & Yılmaz, Y. (2023). Post-Traumatic Stress Disorder (PTSD) Development in the Aftermath of the Turkey Earthquake: Exploring the Role of Demographic Variables, Personality Traits, and Psychological Vulnerability [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/6sg3x4bchj | link |
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| gumus_2025_dietarian_identity | Dietarian Identity Questionnaire (DIQ), Turkish validation, 33 items (CC BY 4.0) Gumus, D., Macit, A., Demirci, S., & Kizil, M. (2025). Validation and adaptation of a Turkish version of the dietarian identity questionnaire. PLOS ONE. https://doi.org/10.1371/journal.pone.0327116 | link |
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| gunandran_2023_whoqol_bref | WHOQOL-BREF, 26 items, 1-5 (Q3, Q4, Q26 as stored; direction undetermined); N = 170 adult residents of a low-cost public housing estate in Kuala Lumpur; cov_gender, cov_age, cov_ethnicity, cov_education, cov_marital, cov_income, cov_b40, cov_smoking. (CC0 1.0) Gunandran, S., & Mahalingam, D. (2023). Quality of life in low-income households among residents in Perumahan Awam Sri Johor, Cheras [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/M93O7B | link |
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| gunderson_2025_judicial_appeals conjoint · source = "conj" |
540 US Lucid respondents each read one vignette about a county judge candidate (Mary or Michael Bailey) running on a criminal-justice reform or a tough-on-crime platform. Eleven ratings: vote, chance of winning, impartiality, four task-performance items (1-7) and four crime/incarceration items. (CC0 1.0) Gunderson, A., Kim, J., Lane, E., Bauer, N., Davis, B., & Searles, K. (2025). Candidate gender, campaign appeals, and voter support in judicial elections. Journal of Politics, 87(1), 172-189. | link |
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| guo_2015_neuroticism | NEO-FFI Neuroticism subscale, Chinese, 12 items, 1-5 as deposited (the paper: 1 strong approval .. 5 strong disapproval); reverse-keyed items 1, 4, 7, 10 are not re-keyed. 662 students (grades 7-8, ages 10-16) at the junior middle school nearest the 2013 Qingdao pipeline explosion, China, one month after it. Covariate: age. (CC BY 4.0) Guo W, Xue J-M, Shao D, Long Z-T, Cao F-L (2015). Effect of the interplay between trauma severity and trait neuroticism on posttraumatic stress disorder symptoms among adolescents exposed to a pipeline explosion. PLOS ONE 10(3): e0120493. | link |
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| guo_2015_pcl | PTSD Checklist-Civilian version (PCL-C), Chinese, 17 items, 1 not at all .. 5 extremely. 662 students (grades 7-8, ages 10-16) at the junior middle school nearest the 2013 Qingdao pipeline explosion, China, one month after it. Covariate: age. (CC BY 4.0) Guo W, Xue J-M, Shao D, Long Z-T, Cao F-L (2015). Effect of the interplay between trauma severity and trait neuroticism on posttraumatic stress disorder symptoms among adolescents exposed to a pipeline explosion. PLOS ONE 10(3): e0120493. | link |
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| guo_2025_ar | Academic Resilience Scale (5 items, 1-5 Likert) completed by 414 Chinese college students (CC BY 4.0) Guo, W., Wang, J., Li, N., & Wang, L. (2025). The impact of teacher emotional support on learning engagement among college students mediated by academic self-efficacy and academic resilience. Scientific Reports, 15, 3670. | link |
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| guo_2025_ase | Academic Self-Efficacy Scale (22 items, 1-5 Likert) completed by 414 Chinese college students (CC BY 4.0) Guo, W., Wang, J., Li, N., & Wang, L. (2025). The impact of teacher emotional support on learning engagement among college students mediated by academic self-efficacy and academic resilience. Scientific Reports, 15, 3670. | link |
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| guo_2025_le | Learning Engagement Scale (5 items, 1-5 Likert) completed by 414 Chinese college students (CC BY 4.0) Guo, W., Wang, J., Li, N., & Wang, L. (2025). The impact of teacher emotional support on learning engagement among college students mediated by academic self-efficacy and academic resilience. Scientific Reports, 15, 3670. | link |
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| guo_2025_tes | Teacher Emotional Support Scale (15 items, 1-5 Likert) completed by 414 Chinese college students (CC BY 4.0) Guo, W., Wang, J., Li, N., & Wang, L. (2025). The impact of teacher emotional support on learning engagement among college students mediated by academic self-efficacy and academic resilience. Scientific Reports, 15, 3670. | link |
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| guo_2026_adv_motiv_accomplishment | Intrinsic motivation toward accomplishment -- participating for the satisfaction of mastering difficult techniques and improving one's abilities. 4 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| guo_2026_adv_motiv_external_reg | Extrinsic motivation, external regulation -- participating for recognition, relationships, glory or other external rewards. 4 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| guo_2026_adv_motiv_identified_reg | Extrinsic motivation, identified regulation -- participating for valued outcomes such as health and personal development. 4 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| guo_2026_adv_motiv_introjected_reg | Extrinsic motivation, introjected regulation -- participating out of internal pressure, guilt at not taking part, or self-worth contingent on the activity. 4 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| guo_2026_adv_motiv_stimulation | Intrinsic motivation to experience stimulation -- participating for the excitement, intense emotion and immersion the activity provides. 4 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| guo_2026_adv_motiv_to_know | Intrinsic motivation to know -- participating for the pleasure of learning more about the activity, its techniques and its tactics. 4 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| guo_2026_adv_participation_intent | Intention to participate in adventure sports tourism. 3 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| guo_2026_adv_political_empowerment | Political empowerment -- having a voice, access to decision making, influence and an outlet for concerns regarding women's participation in adventure sports (adapted RETS). 4 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| guo_2026_adv_psych_empowerment | Psychological empowerment through adventure sports tourism (Resident Empowerment through Tourism Scale, Boley & McGehee 2014, adapted from resident pride in a destination to pride and identity as a female adventure sports participant). 5 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| guo_2026_adv_risk_perception | Perceived risk of adventure sports tourism participation. 6 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| guo_2026_adv_social_empowerment | Social empowerment -- connection to, community spirit within, and involvement in the community of female adventurers (adapted RETS). 3 items. 566 adult women surveyed while skiing, surfing or rock climbing at Wanlong Ski Resort, Riyue Bay and Moon Hill (China), February-April 2025. The sample is female by design, so there is no gender covariate. 5-point Likert, 1 (strongly disagree) to 5 (strongly agree), higher = stronger; no missing cells. Item identifiers are the deposit's own written-out column headers (e.g. IM_to_know_1), not opaque codes. (CC BY 4.0) Guo W, Zhong Y, Wang Y, Chen P, Zhuang S, Liu J (2026). Reframing participation through empowerment: mechanisms driving Chinese women's intentions in adventure sports tourism. PLOS ONE 21(5): e0339943. | link |
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| gurung_2025_kdqol36 | Kidney Disease Quality of Life-36 (Nepali), 36 items with item-specific formats (1-3 to 1-6). 260 hemodialysis patients at a referral center in Kathmandu. Covariate: sex. (CC BY 4.0) Gurung S, Devkota N (2025) Quality of life among hemodialysis patients in a referral center in Kathmandu: A mixed method study. PLoS ONE 20(11): e0335990. https://doi.org/10.1371/journal.pone.0335990 | link |
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| gutierrez_2025_pupil_digital_competence | Self-reported digital competence (knowledge, skills, attitudes, emotions), 63 items (1-4; item = item_01..63 from the header number); N = 274 Spanish primary pupils aged 10-13; cov_school, cov_sex, cov_age, cov_grade, cov_has_device, cov_has_internet. (CC BY 4.0) Gutiérrez Molero, S., Heredia Ponce, H., & Romero Oliva, M. F. (2025). Competencia digital 5º y 6º Educación Primaria [data]. Zenodo. https://doi.org/10.5281/zenodo.15359020 | link |
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| guul_2021_caseworker_creaming conjoint · source = "conj" |
1,595 caseworkers each read one client vignette that varied the client's competence (expert or novice), motivation (diligent or lazy) and gender (2x2x2) and rated their willingness to help on a 0-10 scale. (CC0 1.0) Guul, T. S., Pedersen, M. J., & Petersen, N. B. G. (2021). Creaming among caseworkers: Effects of client competence and client motivation on caseworkers' willingness to help. Public Administration Review, 81(1). | link |
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| guzmanmuzante_2025_gse | Spanish General Self-Efficacy Scale (10 items, 1-4) completed by 200 Chilean university athletes alongside the Mental Toughness Scale. (CC0 1.0) Guzmán-Muzante, J. P., Serrano, C., Riquelme Ortíz, G. A., Fonseca, A. M., Kinney, I. S., Abregú Chesta, W. A., Romero Carrasco, A. E., Severino-González, P., & Cáceres, C. (2026). Psychometric validation of the Mental Toughness Scale (MTS) in Chilean university athletes. BMC Psychology. https://doi.org/10.1186/s40359-026-05372-x | link |
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| guzmanmuzante_2025_mts | Spanish Mental Toughness Scale (11 items) completed by 200 Chilean university athletes. (CC0 1.0) Guzmán-Muzante, J. P., Serrano, C., Riquelme Ortíz, G. A., Fonseca, A. M., Kinney, I. S., Abregú Chesta, W. A., Romero Carrasco, A. E., Severino-González, P., & Cáceres, C. (2026). Psychometric validation of the Mental Toughness Scale (MTS) in Chilean university athletes. BMC Psychology. https://doi.org/10.1186/s40359-026-05372-x | link |
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| gwen_2025_interpersonal_comm | Interpersonal communication, 13 self-report items, 1-5, 225 Indonesian young adults aged 19-26 (online form); cov_age_band. (CC BY 4.0) Gwen, C., Ramadhan, G., & Ramadhani, S. (2025). Social Support in Mediating The Relationship Between Interpersonal Communication, Self-Esteem, and Mental Health Among Young Adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17982683 | link |
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| gwen_2025_mental_health | Mental health symptoms (depression, anxiety, trauma, sleep), 4 items, 1-5, 225 Indonesian young adults aged 19-26 (online form); cov_age_band. (CC BY 4.0) Gwen, C., Ramadhan, G., & Ramadhani, S. (2025). Social Support in Mediating The Relationship Between Interpersonal Communication, Self-Esteem, and Mental Health Among Young Adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17982683 | link |
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| gwen_2025_self_esteem | Self-esteem, 2 items, 1-5, 225 Indonesian young adults aged 19-26 (online form); cov_age_band. (CC BY 4.0) Gwen, C., Ramadhan, G., & Ramadhani, S. (2025). Social Support in Mediating The Relationship Between Interpersonal Communication, Self-Esteem, and Mental Health Among Young Adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17982683 | link |
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| gwen_2025_social_support | Perceived social support (emotional, informational, practical), 3 items, 1-5, 225 Indonesian young adults aged 19-26 (online form); cov_age_band. (CC BY 4.0) Gwen, C., Ramadhan, G., & Ramadhani, S. (2025). Social Support in Mediating The Relationship Between Interpersonal Communication, Self-Esteem, and Mental Health Among Young Adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17982683 | link |
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| ha_2026_aspire_affect | ASPIRE dyadic intensive longitudinal study: seven momentary affect ratings (1-7) at 24 assessments, 202 adolescents in 101 romantic couples; wave = assessment, cov_couple links partners (CC BY 4.0) Ha, T., Quiroz, S. I., & McNeish, D. (2026). Adolescent sexting in romantic relationships and daily positive and negative affect dynamics: A dyadic intensive longitudinal study. Computers in Human Behavior, 181, 108981. | link |
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| haas_2023_group_leader rankings · source = "rank" |
Survey ranking question: full 1-3 ranking of the three members of a real-money group as ideal leader (self, another Hindu member, a Muslim member), Hindu respondents only (cov_treat: 0 neutral, 1 exclusive, 2 inclusive history). The raw file stores the two partners' reverse-coded demand scores and PRD derives the respondent's own position as the remaining rank; Muslim respondents' mirror task is not in PRD. 367 respondents, 3 ranked items, 3 rank positions used, 1101 rows. One row per respondent x marked position; item = the option as the source prints it, resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Haas, N. & Lindstam, E. 2023. 'My History or Our History? Historical Revisionism and Entitlement to Lead.' American Political Science Review 118(4). Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| habiba_2026_ai_tourism | Tourists' attitudes toward AI-powered recommendation systems: eight 4-item blocks (PU, PC privacy concern, SI, TAA, TA trust, TCF, PV, BIUA), 32 items, 1 strongly disagree - 5 strongly agree; N = 367 Bangladeshi tourists; cov_gender, cov_age_group, cov_education, cov_residence, cov_travel_freq, cov_tech_access, cov_prior_ai_use. (CC BY 4.0) Habiba, M., Mondol, M. N., Yeasmin Lina, F., & Tripura, K. (2026). Tourists' Attitudes toward Artificial Intelligence Powered Recommendation Systems in Tourism Planning [Data set]. Mendeley Data. https://doi.org/10.17632/cb4y7z9g2s | link |
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| habibi_2020_burnout | Teacher burnout (MBI-ES adaptation): emotional exhaustion EE1-5, depersonalisation DE1-3, reduced personal accomplishment RPA1-5; 13 items (1-5); N = 876 Indonesian teachers; no covariates. (CC BY 4.0) Habibi, A. (2020). Dataset for Factors Affecting Teachers' Burnout: A SEM Analysis in an Asian Context. Mendeley Data. https://doi.org/10.17632/6jmv43nffk | link |
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| habibi_2020_te | Teacher efficacy, 5 items (1-5); N = 876 Indonesian teachers; no covariates. (CC BY 4.0) Habibi, A. (2020). Dataset for Factors Affecting Teachers' Burnout: A SEM Analysis in an Asian Context. Mendeley Data. https://doi.org/10.17632/6jmv43nffk | link |
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| habibi_2020_tsc | Teacher self-concept, 5 items (1-5); N = 876 Indonesian teachers; no covariates. (CC BY 4.0) Habibi, A. (2020). Dataset for Factors Affecting Teachers' Burnout: A SEM Analysis in an Asian Context. Mendeley Data. https://doi.org/10.17632/6jmv43nffk | link |
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| habibi_2021_meim | 12-item Multi-group Ethnic Identity Measure (MEIM, 1-4), Iranian young adults, n=426 (CC BY 4.0) Habibi et al (2021). Psychometric properties of the Multi-group Ethnic Identity Measure (MEIM) in a sample of Iranian young adults. PeerJ. | link |
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| habibi_2021_pe_burnout | 15 burnout items (1-5): EE1-5, DP1-3, RPA1-7, an MBI adaptation; N = 241 Indonesian physical-education teachers during COVID-19 distance learning; cov_gender, cov_teaching_level, cov_school_location, cov_school_type. (CC BY 4.0) Habibi, A. (2021). Data on Physical Education Teachers' Burnout during Pandemic: Structural Equation Modelling [data]. Mendeley Data. https://doi.org/10.17632/b6zh5mjd5p | link |
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| habibi_2021_pe_te | 5 teacher-efficacy items (1-5); N = 241 Indonesian physical-education teachers during COVID-19 distance learning; cov_gender, cov_teaching_level, cov_school_location, cov_school_type. (CC BY 4.0) Habibi, A. (2021). Data on Physical Education Teachers' Burnout during Pandemic: Structural Equation Modelling [data]. Mendeley Data. https://doi.org/10.17632/b6zh5mjd5p | link |
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| habibi_2021_pe_tsc | 5 teacher self-concept items (1-5); N = 241 Indonesian physical-education teachers during COVID-19 distance learning; cov_gender, cov_teaching_level, cov_school_location, cov_school_type. (CC BY 4.0) Habibi, A. (2021). Data on Physical Education Teachers' Burnout during Pandemic: Structural Equation Modelling [data]. Mendeley Data. https://doi.org/10.17632/b6zh5mjd5p | link |
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| habibi_2026_burnout | Teacher burnout, 15 items adapted from the MBI-Educators Survey (emotional exhaustion 5, depersonalisation 3, reduced personal accomplishment 7, negatively worded), 1-5; N = 1,065; same covariates. (CC BY 4.0) Habibi, A. (2026). Determinants affecting teacher burnout and performance: Asian context. figshare. https://doi.org/10.6084/m9.figshare.31672783 | link |
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| habibi_2026_performance | Self-rated teaching performance, 4 items, 1-5 (PE1 is the questionnaire's block description); N = 1,062; same covariates. (CC BY 4.0) Habibi, A. (2026). Determinants affecting teacher burnout and performance: Asian context. figshare. https://doi.org/10.6084/m9.figshare.31672783 | link |
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| habibi_2026_teacher_self_concept | Teacher self-concept, 5 items, 1-5; N = 1,064 Indonesian teachers; cov_gender, cov_experience, cov_school_area. (CC BY 4.0) Habibi, A. (2026). Determinants affecting teacher burnout and performance: Asian context. figshare. https://doi.org/10.6084/m9.figshare.31672783 | link |
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| habibi_2026_teacher_self_efficacy | Teacher self-efficacy (student engagement and classroom management), 5 items, 1-5; N = 1,065; same covariates. (CC BY 4.0) Habibi, A. (2026). Determinants affecting teacher burnout and performance: Asian context. figshare. https://doi.org/10.6084/m9.figshare.31672783 | link |
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| habibi_2026_teaching_anxiety | Teaching anxiety, 3 items, 1-5; N = 1,063; same covariates. (CC BY 4.0) Habibi, A. (2026). Determinants affecting teacher burnout and performance: Asian context. figshare. https://doi.org/10.6084/m9.figshare.31672783 | link |
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| habibi_2026_workload | Teaching workload, 4 items, 1-5 (WOL1 is the questionnaire's block description, kept as deposited); N = 1,060; same covariates. (CC BY 4.0) Habibi, A. (2026). Determinants affecting teacher burnout and performance: Asian context. figshare. https://doi.org/10.6084/m9.figshare.31672783 | link |
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| hachenberger_2025_gonogo | Go/No-Go inhibition task (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hachenberger_2025_gonogo_main | Go/No-Go inhibition task (Main Study) (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hachenberger_2025_gonogo_pilot | Go/No-Go inhibition task (Pilot Study) (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hachenberger_2025_stroop_bin | Stroop color-word task (binary correctness) (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hachenberger_2025_stroop_main_bin | Stroop color-word task (Main Study, binary correctness) (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hachenberger_2025_stroop_main_nom nominal · source = "nom" |
Stroop color-word task (Main Study, nominal response) (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hachenberger_2025_stroop_pilot_bin | Stroop color-word task (Pilot Study, binary correctness) (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hachenberger_2025_stroop_pilot_nom nominal · source = "nom" |
Stroop color-word task (Pilot Study, nominal response) (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hachenberger_2025_webexec | WEBEXEC subjective executive-function complaints (EMA) (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hachenberger_2025_webexec_main | WEBEXEC subjective executive-function complaints (Main Study, EMA) (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hachenberger_2025_webexec_pilot | WEBEXEC subjective executive-function complaints (Pilot Study, EMA) (CC BY 4.0) Hachenberger, J., Mayer, A., Kerkhoff, D. et al. Within-subject reliability, occasion specificity, and validity of fluctuations of the Stroop and go/no-go tasks in ecological momentary assessment. Behav Res 57, 29 (2025). | link |
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| hadden_2026_energy_india conjoint · source = "conj" |
Conjoint experiment on public opinion about energy infrastructure, India sample: 1011 respondents, 16 tasks each (24264 rows). Eight paired-choice tasks (which project would you prefer) and eight single-profile tasks rated on support and on willingness to protest, both stored as the source's -2..2 coding. Five attributes as displayed: fuel or generation type, siting, where the electricity goes, output (with the 'enough to power about N homes' gloss) and the developer's country, which is domestic in about half of profiles by design. The deposit ships no questionnaire, so the outcome wording and the rating anchors are unknown. Conjoint layout (data/conjoint/README.md). (CC0 1.0) Hadden, J. & Alkon, M. Home Field Advantage: How Developer Identity Shapes Public Opinion about Energy Projects in Major Emerging Economies [working paper]. Replication data: Harvard Dataverse, https://doi.org/10.7910/DVN/XNCX0V | link |
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| hadden_2026_energy_south_africa conjoint · source = "conj" |
Conjoint experiment on public opinion about energy infrastructure, South Africa sample: 1017 respondents, 16 tasks each (24408 rows). Eight paired-choice tasks (which project would you prefer) and eight single-profile tasks rated on support and on willingness to protest, both stored as the source's -2..2 coding. Five attributes as displayed: fuel or generation type, siting, where the electricity goes, output (with the 'enough to power about N homes' gloss) and the developer's country, which is domestic in about half of profiles by design. The deposit ships no questionnaire, so the outcome wording and the rating anchors are unknown. Conjoint layout (data/conjoint/README.md). (CC0 1.0) Hadden, J. & Alkon, M. Home Field Advantage: How Developer Identity Shapes Public Opinion about Energy Projects in Major Emerging Economies [working paper]. Replication data: Harvard Dataverse, https://doi.org/10.7910/DVN/XNCX0V | link |
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| hadden_2026_energy_turkey conjoint · source = "conj" |
Conjoint experiment on public opinion about energy infrastructure, Turkey sample: 1025 respondents, 16 tasks each (24600 rows). Eight paired-choice tasks (which project would you prefer) and eight single-profile tasks rated on support and on willingness to protest, both stored as the source's -2..2 coding. Five attributes as displayed: fuel or generation type, siting, where the electricity goes, output (with the 'enough to power about N homes' gloss) and the developer's country, which is domestic in about half of profiles by design. The deposit ships no questionnaire, so the outcome wording and the rating anchors are unknown. Conjoint layout (data/conjoint/README.md). (CC0 1.0) Hadden, J. & Alkon, M. Home Field Advantage: How Developer Identity Shapes Public Opinion about Energy Projects in Major Emerging Economies [working paper]. Replication data: Harvard Dataverse, https://doi.org/10.7910/DVN/XNCX0V | link |
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| hads_multilcirt | Anxiety scale (HADS) administered to oncology patients (GPL-3.0) Zigmond, A. and Snaith, R. (1983), The hospital anxiety and depression scale, Acta Psychiatrika Scandinavica, 67, 361-370. | link |
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| hadzibajramovic_2022_bat23 | Burnout Assessment Tool (BAT-23, original Dutch version; exhaustion 8, mental distance 5, cognitive impairment 5, emotional impairment 5), 1-5 (never-always), 2,978 workers from representative working-population samples of the Netherlands and Flanders, complete cases; cov_age, cov_sex, cov_country. (CC BY 4.0) Hadzibajramovic, E., Schaufeli, W., & De Witte, H. (2022). Shortening of the Burnout Assessment Tool (BAT)-from 23 to 12 items using content and Rasch analysis. BMC Public Health, 22, 560. | link |
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| haehner_2026_personality_subsaharan_b2i | Cross Cultural Big 2 (CC BY 4.0) Haehner, P., Naudé, L., Hopwood, C. J., Shirima, C. M., Laher, S., Shino, E. N., Asatsa, S., Florence, M., Adonis, T.-A., Bleidorn, W., & Thalmayer, A. G. (2026). Personality trait change in three sub-Saharan countries: Normative development and life events. Journal of Personality and Social Psychology, 130(4), 814–834 | link |
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| haehner_2026_personality_subsaharan_ecq | Event Characteristics (CC BY 4.0) Haehner, P., Naudé, L., Hopwood, C. J., Shirima, C. M., Laher, S., Shino, E. N., Asatsa, S., Florence, M., Adonis, T.-A., Bleidorn, W., & Thalmayer, A. G. (2026). Personality trait change in three sub-Saharan countries: Normative development and life events. Journal of Personality and Social Psychology, 130(4), 814–834 | link |
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| hahn_2025_sqc | Stress Questionnaire for Children and Adolescents (SQC), 17 items on a 0-3 scale; item numbering is non-contiguous, as in the source. 3,910 responses from 230 respondents on 17 items. (CC BY 4.0) Hahn, A., & Winkler, A. (2025). Stress in children and adolescents: Development and validation of a new questionnaire [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17159652 | link |
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| haines_2023_loss_narrative_black conjoint · source = "conj" |
Paired conjoint in which 812 Black Democratic respondents (US) chose between two hypothetical Democratic candidates in 10 match-ups, after random assignment to read or not read a narrative blaming the 2016 loss on identity politics (trial_narrative); attributes are gender, race, ideology and policy focus. Outcome: vote choice (choice). (CC0 1.0) Haines, P., & Masket, S. (2023). "You had better mention all of them": Race and gender effects in election loss narratives. Political Research Quarterly, 77(1), 417-431. | link |
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| haines_2023_loss_narrative_white conjoint · source = "conj" |
Paired conjoint in which 843 white Democratic respondents (US) chose between two hypothetical Democratic candidates in 10 match-ups, after random assignment to read or not read a narrative blaming the 2016 loss on identity politics (trial_narrative); attributes are gender, race, ideology and policy focus. Outcome: vote choice (choice). (CC0 1.0) Haines, P., & Masket, S. (2023). "You had better mention all of them": Race and gender effects in election loss narratives. Political Research Quarterly, 77(1), 417-431. | link |
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| hainmueller_2014_candidate conjoint · source = "conj" |
Candidate conjoint: 311 MTurk respondents each compared up to 6 pairs of hypothetical U.S. presidential candidates varying on 8 attributes (military service, religion, college, profession, income, race/ethnicity, age, gender); forced choice plus a 7-point rating of each candidate. (CC0 1.0) Hainmueller, J., Hopkins, D. J., & Yamamoto, T. (2014). Causal inference in conjoint analysis: Understanding multidimensional choices via stated preference experiments. Political Analysis, 22(1), 1-30. | link |
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| hainmueller_2014_immigrant conjoint · source = "conj" |
Immigration conjoint: 1,396 U.S. respondents (GfK, 2012) each compared 5 pairs of hypothetical immigrant applicants varying on 9 attributes (education, gender, origin, reason for applying, profession, job experience, job plans, prior trips, language); forced choice of which to admit and a 1-7 rating of each. (CC0 1.0) Hainmueller, J., Hopkins, D. J., & Yamamoto, T. (2014). Causal inference in conjoint analysis: Understanding multidimensional choices via stated preference experiments. Political Analysis, 22(1), 1-30. | link |
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| hainmueller_2015_natur_forced conjoint · source = "conj" |
Swiss citizens from municipalities that used naturalization referendums before 2004 (telephone-recruited probability sample, online survey) (n = 394) judged hypothetical immigrant applicants for Swiss naturalization varying on 7 attributes in the paired conjoint with forced choice arm of a design-comparison experiment; outcome: forced choice of the applicant preferred for naturalization. (CC0 1.0) Hainmueller, J., Hangartner, D., & Yamamoto, T. (2015). Validating vignette and conjoint survey experiments against real-world behavior. Proceedings of the National Academy of Sciences, 112(8), 2395-2400. | link |
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| hainmueller_2015_natur_paired conjoint · source = "conj" |
Swiss citizens from municipalities that used naturalization referendums before 2004 (telephone-recruited probability sample, online survey) (n = 403) judged hypothetical immigrant applicants for Swiss naturalization varying on 7 attributes in the paired conjoint, accept or reject each applicant arm of a design-comparison experiment; outcome: accept or reject each of the two applicants (rating_reject, 1 = reject). (CC0 1.0) Hainmueller, J., Hangartner, D., & Yamamoto, T. (2015). Validating vignette and conjoint survey experiments against real-world behavior. Proceedings of the National Academy of Sciences, 112(8), 2395-2400. | link |
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| hainmueller_2015_natur_paired_vignette conjoint · source = "conj" |
Swiss citizens from municipalities that used naturalization referendums before 2004 (telephone-recruited probability sample, online survey) (n = 394) judged hypothetical immigrant applicants for Swiss naturalization varying on 7 attributes in the paired text vignettes (one below the other), accept or reject each applicant arm of a design-comparison experiment; outcome: accept or reject each of the two applicants (rating_reject, 1 = reject). (CC0 1.0) Hainmueller, J., Hangartner, D., & Yamamoto, T. (2015). Validating vignette and conjoint survey experiments against real-world behavior. Proceedings of the National Academy of Sciences, 112(8), 2395-2400. | link |
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| hainmueller_2015_natur_single conjoint · source = "conj" |
Swiss citizens from municipalities that used naturalization referendums before 2004 (telephone-recruited probability sample, online survey) (n = 396) judged hypothetical immigrant applicants for Swiss naturalization varying on 7 attributes in the single-profile conjoint table, accept or reject arm of a design-comparison experiment; outcome: accept (choice = 1) or reject the single applicant. (CC0 1.0) Hainmueller, J., Hangartner, D., & Yamamoto, T. (2015). Validating vignette and conjoint survey experiments against real-world behavior. Proceedings of the National Academy of Sciences, 112(8), 2395-2400. | link |
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| hainmueller_2015_natur_single_vignette conjoint · source = "conj" |
Swiss citizens from municipalities that used naturalization referendums before 2004 (telephone-recruited probability sample, online survey) (n = 392) judged hypothetical immigrant applicants for Swiss naturalization varying on 7 attributes in the single text vignette, accept or reject arm of a design-comparison experiment; outcome: accept (choice = 1) or reject the single applicant. (CC0 1.0) Hainmueller, J., Hangartner, D., & Yamamoto, T. (2015). Validating vignette and conjoint survey experiments against real-world behavior. Proceedings of the National Academy of Sciences, 112(8), 2395-2400. | link |
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| hainmueller_2015_natur_students conjoint · source = "conj" |
Students and staff of a public university in zurich (n = 652) judged hypothetical immigrant applicants for Swiss naturalization varying on 7 attributes in the paired conjoint with forced choice (Zurich university students and staff) arm of a design-comparison experiment; outcome: forced choice of the applicant preferred for naturalization. (CC0 1.0) Hainmueller, J., Hangartner, D., & Yamamoto, T. (2015). Validating vignette and conjoint survey experiments against real-world behavior. Proceedings of the National Academy of Sciences, 112(8), 2395-2400. | link |
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| hakkarainen_2021_attachment | 26 place-attachment, identity and local-knowledge items (1-5 agreement), 305 respondents (CC BY 4.0) Hakkarainen, V. (2021). High Coast/Kvarken (SWE/FIN) World Heritage Site survey dataset on place attachment. Zenodo. | link |
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| hakkarainen_2021_fairness | 6 items on fairness of decision-making (1-5 agreement), 302 respondents (CC BY 4.0) Hakkarainen, V. (2021). High Coast/Kvarken (SWE/FIN) World Heritage Site survey dataset on place attachment. Zenodo. | link |
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| hakkarainen_2021_knowledge | 12 items on whose knowledge counts in site management (1-5 agreement), 304 respondents (CC BY 4.0) Hakkarainen, V. (2021). High Coast/Kvarken (SWE/FIN) World Heritage Site survey dataset on place attachment. Zenodo. | link |
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| hakkarainen_2021_landscape | 11 landscape-value items, 'I value the area because ...' (1-5 agreement), 305 respondents (CC BY 4.0) Hakkarainen, V. (2021). High Coast/Kvarken (SWE/FIN) World Heritage Site survey dataset on place attachment. Zenodo. | link |
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| hakkarainen_2021_management | 12 items on management and protection of the World Heritage Site (1-5 agreement), 305 respondents (CC BY 4.0) Hakkarainen, V. (2021). High Coast/Kvarken (SWE/FIN) World Heritage Site survey dataset on place attachment. Zenodo. | link |
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| hakkarainen_2021_trust | 11 items on trust in the managing agency (1-5 agreement), 305 respondents (CC BY 4.0) Hakkarainen, V. (2021). High Coast/Kvarken (SWE/FIN) World Heritage Site survey dataset on place attachment. Zenodo. | link |
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| hakkarainen_2021_use_types | 27 check-all-that-apply items on how the respondent uses the World Heritage Site (0/1), 300 Finnish and Swedish residents and visitors (CC BY 4.0) Hakkarainen, V. (2021). High Coast/Kvarken (SWE/FIN) World Heritage Site survey dataset on place attachment. Zenodo. | link |
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| halim_2025_digital_finance | Digital finance use/perception (DFC1-5); 5 items, 1-5; 370 users of digital financial services (Indonesia; purposive Google Forms sample); covariates: none. (CC BY 4.0) Halim, E., Edita, F., & Tosin, A. D. P. (2025). User Perception of the Digital Financial Services and Its Impact on Financial Well-Being [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14718556 | link |
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| halim_2025_fin_behavior | Financial behavior (FBR1-5); 5 items, 1-5; 370 users of digital financial services (Indonesia; purposive Google Forms sample); covariates: none. (CC BY 4.0) Halim, E., Edita, F., & Tosin, A. D. P. (2025). User Perception of the Digital Financial Services and Its Impact on Financial Well-Being [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14718556 | link |
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| halim_2025_fin_literacy | Financial literacy (FLC1-5); 5 items, 1-5; 370 users of digital financial services (Indonesia; purposive Google Forms sample); covariates: none. (CC BY 4.0) Halim, E., Edita, F., & Tosin, A. D. P. (2025). User Perception of the Digital Financial Services and Its Impact on Financial Well-Being [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14718556 | link |
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| halim_2025_fin_self_efficacy | Financial self-efficacy (FSE1-5); 5 items, 1-5; 370 users of digital financial services (Indonesia; purposive Google Forms sample); covariates: none. (CC BY 4.0) Halim, E., Edita, F., & Tosin, A. D. P. (2025). User Perception of the Digital Financial Services and Its Impact on Financial Well-Being [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14718556 | link |
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| halim_2025_fin_skills | Financial skills (FSK1-5); 5 items, 1-5; 370 users of digital financial services (Indonesia; purposive Google Forms sample); covariates: none. (CC BY 4.0) Halim, E., Edita, F., & Tosin, A. D. P. (2025). User Perception of the Digital Financial Services and Its Impact on Financial Well-Being [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14718556 | link |
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| halim_2025_fin_stress | Financial stress (FSS1-5); 5 items, 1-5; 370 users of digital financial services (Indonesia; purposive Google Forms sample); covariates: none. (CC BY 4.0) Halim, E., Edita, F., & Tosin, A. D. P. (2025). User Perception of the Digital Financial Services and Its Impact on Financial Well-Being [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14718556 | link |
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| halim_2025_fin_wellbeing | Financial well-being (FWB1-5); 5 items, 1-5; 370 users of digital financial services (Indonesia; purposive Google Forms sample); covariates: none. (CC BY 4.0) Halim, E., Edita, F., & Tosin, A. D. P. (2025). User Perception of the Digital Financial Services and Its Impact on Financial Well-Being [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14718556 | link |
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| haltia_2022_carbon_farm_contracts conjoint · source = "conj" |
Choice experiment on result-based carbon-compensation contracts: 409 Finnish farmers chose in six tasks between two contracts, described by an expert carbon plan, contract length (5, 10 or 15 years), a payment at the start of the contract in EUR per ha and a carbon payment (EUR 5-50 per t), or neither. (CC BY 4.0) Haltia, E. (2022). CONSOLE_WP3_Task3.2_ Pan-EU survey of farmers and other rural landowners_FI_2022.11.03_v01 [Data set]. Zenodo. | link |
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| haltia_2022_carbon_forest_contracts conjoint · source = "conj" |
Choice experiment on result-based carbon-compensation contracts: 386 Finnish forest owners chose in six tasks between two contracts, described by an expert carbon plan, contract length (20, 30 or 40 years), a payment at the start of the contract in EUR per ha and a carbon payment (EUR 2-20 per m3), or neither. (CC BY 4.0) Haltia, E. (2022). CONSOLE_WP3_Task3.2_ Pan-EU survey of farmers and other rural landowners_FI_2022.11.03_v01 [Data set]. Zenodo. | link |
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| halvorsonfried_2025_cancer_fatalism | HINTS cancer fatalism items, 4 statements 1-5. 1,532 US women aged 21-65 in an online message-testing RCT. (CC0 1.0) Halvorson-Fried S (2025). Perceived effectiveness of messages to address cervical cancer screening barriers: Data from an online experiment [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/XKMAUT | link |
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| halvorsonfried_2025_message_ratings | Ratings of cervical cancer screening messages: perceived effectiveness, likelihood of talking about it, and learning, 1-5, for a control message and one of three randomised messages in each of four barrier themes (item = question x message). 1,536 US women aged 21-65. (CC0 1.0) Halvorson-Fried S (2025). Perceived effectiveness of messages to address cervical cancer screening barriers: Data from an online experiment [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/XKMAUT | link |
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| hamanaka_2026_israel_institutions conjoint · source = "conj" |
Conjoint experiment among Jewish Israeli citizens, 2025 wave: 843 respondents x 5 tasks x 2 profiles (8430 rows), forced choice between two hypothetical political systems described by eleven regime attributes (economic system, elections, judiciary, leadership, military, participation, religious leaders, social division, social services, state religion, unemployment-inflation trade-off). Respondents saw a Hebrew instrument; the deposit stores the authors' English level labels. Covariates include the respondent's vote party and eleven party thermometers, mapped from the authors' replication script; the demographics and remaining attitude items keep their source codes with a _code suffix because nothing in the deposit maps them. The deposit ships no questionnaire, so the outcome wording is unknown. Conjoint layout (data/conjoint/README.md). (CC0 1.0) Hamanaka, S. Affective Polarization and Support for Democratic Principles in Israel [working paper]. Replication data: Harvard Dataverse, https://doi.org/10.7910/DVN/DLAHLC | link |
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| hamdan_2021_mobile_money conjoint · source = "conj" |
Factorial vignette experiment: 2,206 microentrepreneurs in Uganda (2019 survey) each answered about four of 12 randomized mobile money scenarios (transaction type, amount in UGX, fee) with yes/no 'would you make this transaction'; 8,896 answers. (CC BY 4.0) Hamdan, J. S., Lehmann-Uschner, K., & Menkhoff, L. (2022). Mobile money, financial inclusion, and unmet opportunities: Evidence from Uganda. The Journal of Development Studies, 58(3), 671-691. | link |
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| hamzawi_2025_party_valence conjoint · source = "conj" |
Japanese adults (Rakuten Insight online panel, July 2022; n = 1,834 answering) made 10 forced choices between two hypothetical political parties varying on 11 valence attributes (ministers, MPs, bills, scandals, leader tenure and personality, ...) and 3 policy positions, 5 tasks for the district vote and 5 for the proportional-representation vote. (CC BY 4.0) Hamzawi, Kato, & Endo (2025). What brings you to the party? Voter preferences on parties through policy and valence dynamics. Party Politics. | link |
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| han_2015_peer_assisted_learning | Medical students' 12-item 5-point Likert evaluation of a peer-assisted gross anatomy dissection course (CC BY 4.0) Han ER, Chung EK, Nam KI (2015). Peer-Assisted Learning in a Gross Anatomy Dissection Course. PLOS ONE. | link |
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| han_2020_hads | Hospital Anxiety and Depression Scale (14 items, stored 1-4 = scored 0-3 plus one) at baseline, 10 weeks and 6 months (wave) from 140 people living with HIV in a nurse-delivered CBI controlled trial in China; trial arm as cov_group. (CC BY 4.0) Han, S. (2020). Dataset of nurse-delivered cognitive behavioral intervention on depression, anxiety and medication adherence for persons living with HIV in China: a clinical controlled trial [Data set]. Mendeley Data. https://doi.org/10.17632/b6ht48w4hm | link |
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| han_2026_fairness_packages conjoint · source = "conj" |
South Korean adults (2,000 respondents) chose which of two policy packages, varying opportunity expansion, elite responsibility and economic security (4 levels each), would make Korean society fairer, in 6 pairs; a second pick between the same packages (wording not deposited) is choice_support. (CC0 1.0) Han, S. (2026). Replication data for: When opportunity is not enough: Mobility beliefs and fairness evaluations [Data set]. Harvard Dataverse. | link |
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| han_2026_gad7 | GAD-7 anxiety scale items from a network analysis of anxiety/depression/insomnia in elderly Chinese adults (N=2086) (CC BY 4.0) Han W, Chen H, Fu M, Zhou H, Xu J, Zhao C, Lu X, Zhou H-G, Shen Z-K, Chen B (2026). Network analysis of anxiety, depression and insomnia in the elderly in Jiangsu Province. PeerJ. | link |
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| han_2026_isi | Insomnia Severity Index (ISI-7) items from a network analysis of anxiety/depression/insomnia in elderly Chinese adults (N=2086) (CC BY 4.0) Han W, Chen H, Fu M, Zhou H, Xu J, Zhao C, Lu X, Zhou H-G, Shen Z-K, Chen B (2026). Network analysis of anxiety, depression and insomnia in the elderly in Jiangsu Province. PeerJ. | link |
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| han_2026_party_newcomers conjoint · source = "conj" |
3,000 Korean adults (2,000 general public, 500 Democratic Party and 500 People Power Party members) read one fictional vignette about a politician who joined Party A, randomizing whether the politician came from the same or the opposing bloc and whether they just joined or had contributed organizationally. Seven 7-point ratings of acceptance, nomination and leadership eligibility, and fairness to existing members. (CC0 1.0) Han, S. (2026). Beyond the gate: Political incorporation and representative authority. Unpublished manuscript. | link |
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| han_2026_phq9 | PHQ-9 depression scale items from a network analysis of anxiety/depression/insomnia in elderly Chinese adults (N=2086) (CC BY 4.0) Han W, Chen H, Fu M, Zhou H, Xu J, Zhao C, Lu X, Zhou H-G, Shen Z-K, Chen B (2026). Network analysis of anxiety, depression and insomnia in the elderly in Jiangsu Province. PeerJ. | link |
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| hankinson_2024_housing_compensation conjoint · source = "conj" |
531 Boston residents (online, three waves) each rated up to five hypothetical housing developments shown on images of their neighbourhood, with affordable housing units or 100% market-rate, then a randomized compensation offer (amount $50-$10,000, private cash or public park investment). Outcomes: support without compensation (0-1) and support or oppose with compensation. (CC0 1.0) Hankinson, M., & de Benedictis-Kessner, J. (2024). How self-interest and symbolic politics shape the effectiveness of compensation for nearby housing development. Journal of Public Policy, 44. | link |
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| hankla_2022_bihar_candidates conjoint · source = "conj" |
Bihar (India) voters chose between pairs of hypothetical MLA candidates varying in gender, caste/religion (surname), campaign appeal and, in two pairs, party (BJP/RJD); 1,999 respondents, 4 pairs each, binary vote choice. (CC0 1.0) Hankla, C. R., Banerjee, S., Thomas, A., & Banerjee, A. (2022). Electing women in ethnically divided societies: Candidates, campaigns, and intersectionality in Bihar, India. Comparative Political Studies, 56(9), 1433-1469. | link |
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| hannachi_2025_eco_anxiety_affect | Affect (CC BY-NC-SA 4.0) Hannachi, T., & Somat, A. (2025). Exploring the eco-anxiety continuum: Calibrating scales with item response theory [Preprint]. Laboratory of Psychology: Cognition, Behavior, Communication (LP3C), Rennes 2 University. | link |
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| hannachi_2025_eco_anxiety_cas | Climate Change Anxiety (CC BY-NC-SA 4.0) Hannachi, T., & Somat, A. (2025). Exploring the eco-anxiety continuum: Calibrating scales with item response theory [Preprint]. Laboratory of Psychology: Cognition, Behavior, Communication (LP3C), Rennes 2 University. | link |
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| hannachi_2025_eco_anxiety_cope | Coping Strategies (CC BY-NC-SA 4.0) Hannachi, T., & Somat, A. (2025). Exploring the eco-anxiety continuum: Calibrating scales with item response theory [Preprint]. Laboratory of Psychology: Cognition, Behavior, Communication (LP3C), Rennes 2 University. | link |
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| hannachi_2025_eco_anxiety_heas | Eco-anxiety (CC BY-NC-SA 4.0) Hannachi, T., & Somat, A. (2025). Exploring the eco-anxiety continuum: Calibrating scales with item response theory [Preprint]. Laboratory of Psychology: Cognition, Behavior, Communication (LP3C), Rennes 2 University. | link |
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| hansen_2023_teacher_extra_role conjoint · source = "conj" |
Danish upper-secondary teachers (n = 1,507) each rated, on a 1-10 scale, whether they would go beyond their job (stay after class, take a weekend call, accept a late hand-in, push a deadline) for one student profile per dilemma, with randomized past effort, recent motivation, academic level, social well-being and first name. (CC BY 4.0) Hansen, P. (2023). How client characteristics cause extra-role behaviours in public service: Uncovering invisible frontline work. Public Management Review, 1-21. | link |
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| hansen_2023_warmth conjoint · source = "conj" |
1,613 Danish adults (YouGov panel, 2021) read one vignette about helping a relative apply for a nursing-home place, in which the municipality's decision (rejected or approved) and the caseworker's warmth (low or high) were randomized. Outcomes: trust in the caseworker, trust in the municipality (0-1) and inclination to complain (1-7). (CC0 1.0) Hansen, F. G. (2023). Can warm behavior mitigate the negative effect of unfavorable governmental decisions on citizens' trust? Journal of Experimental Political Science, 10(1), 62-75. | link |
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| hao_2025_emotional_regulation | Emotional regulation scale (ER1-4, 4 items, 1-5); foreign language learning; Chinese university students N=650 (CC BY 4.0) Hao et al. (2025). The data about foreign language anxiety. figshare. doi:10.6084/m9.figshare.30397234.v1 | link |
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| hao_2025_foreign_language_anxiety | Foreign language anxiety (AT1-8, 8 items, 1-5; includes reverse-coded items); Chinese university students N=650 (CC BY 4.0) Hao et al. (2025). The data about foreign language anxiety. figshare. doi:10.6084/m9.figshare.30397234.v1 | link |
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| hao_2025_metacognitive_regulation | Metacognitive regulation scale (MR1-7, 7 items, 1-5); foreign language learning; Chinese university students N=650 (CC BY 4.0) Hao et al. (2025). The data about foreign language anxiety. figshare. doi:10.6084/m9.figshare.30397234.v1 | link |
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| hao_2025_self_efficacy | Self-efficacy in language learning (SE1-6, 6 items, 1-5); Chinese university students N=650 (CC BY 4.0) Hao et al. (2025). The data about foreign language anxiety. figshare. doi:10.6084/m9.figshare.30397234.v1 | link |
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| hao_2025_social_regulation | Social regulation scale (SR1-8, 8 items, 1-5); foreign language learning; Chinese university students N=650 (CC BY 4.0) Hao et al. (2025). The data about foreign language anxiety. figshare. doi:10.6084/m9.figshare.30397234.v1 | link |
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| happyzebra_hyenas competitions · source = "comp" |
Spotted hyena aggressive interactions, Happy Zebra clan, Masai Mara (Mara Hyena Project): 8,521 acts among 121 hyenas of all ages and both sexes. agent_a = aggressor = winner (acts the recipient ignored or counterattacked dropped, the talek_hyenas rule); context, intensity, recipient response and both parties' sex, status and age class kept. (CC0 1.0) McCormick, S. K., Laubach, Z. M., Strauss, E. D., Montgomery, T. M., & Holekamp, K. E. (2022). Evaluating drivers of female dominance in the spotted hyena. Frontiers in Ecology and Evolution, 10, 934659. | link |
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| hare_2024_trophy_hunting conjoint · source = "conj" |
Urban residents of the USA, UK and South Africa (Qualtrics panels, n = 1,192) each read one vignette from a 2 x 2 x 3 factorial about a tourist trophy hunt in sub-Saharan Africa varying the animal (elephant/zebra), use of the meat and use of the revenue, and rated how acceptable the hunt would be (7-point). (CC0 1.0) Hare, D., Dickman, A. J., Johnson, P. J., Rono, B. J., Mutinhima, Y., Sutherland, C., Kulunge, S., Sibanda, L., Mandoloma, L., & Kimaili, D. (2024). Public perceptions of trophy hunting are pragmatic, not dogmatic. Proceedings of the Royal Society B: Biological Sciences, 291, 20231638. | link |
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| hargrave_2023_speech_style conjoint · source = "conj" |
UK YouGov panel respondents (n = 1,676; three tasks each, 4,808 task rows with an answer) read short speech excerpts by a fictional MP randomized by argument style (emotion, aggression, evidence), the style's treatment status, policy area and MP name (gender), and rated the MP's likeability and competence and how emotional, aggressive or evidence-based the argument was. (CC0 1.0) Hargrave, L. (2023). A double standard? Gender bias in voters' perceptions of political arguments. British Journal of Political Science. | link |
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| hariyoko_2024_tea_preferences conjoint · source = "conj" |
Indonesian consumers rated 12 fixed tea-drink product cards (flavour, flavour intensity, pack type; a 3x2x2 full factorial, text in Indonesian and English). 100 respondents, 12 single-profile cards, one 1-5 score. (CC BY 4.0) Hariyoko, C., & Murniati, M. (2024). Strategic implications of consumer preferences on product development: A conjoint analysis of the We Need Tea market in Indonesia data [Data set]. Mendeley Data. | link |
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| harlianto_2025_burnout | Job burnout, 10 items (KE1-3, MPP1-4, D1-3), 1-5, 185 employed adults in Jakarta, Indonesia; cov_gender, cov_age_band, cov_tenure, cov_education, cov_job_level, cov_job_field, cov_industry, cov_cyberloafing_time. (CC BY 4.0) Harlianto, J., & Kiolol, N. G. P. (2025). Job Stress, Cyberloafing, and Burnout [Data set]. Zenodo. https://doi.org/10.5281/zenodo.16890070 | link |
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| harlianto_2025_cyberloafing | Cyberloafing, 12 items (BA1-9, EM1-3), 1-5, 185 employed adults in Jakarta, Indonesia; cov_gender, cov_age_band, cov_tenure, cov_education, cov_job_level, cov_job_field, cov_industry, cov_cyberloafing_time. (CC BY 4.0) Harlianto, J., & Kiolol, N. G. P. (2025). Job Stress, Cyberloafing, and Burnout [Data set]. Zenodo. https://doi.org/10.5281/zenodo.16890070 | link |
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| harlianto_2025_job_stress | Job stress, 9 items, 1-5, 185 employed adults in Jakarta, Indonesia; cov_gender, cov_age_band, cov_tenure, cov_education, cov_job_level, cov_job_field, cov_industry, cov_cyberloafing_time. (CC BY 4.0) Harlianto, J., & Kiolol, N. G. P. (2025). Job Stress, Cyberloafing, and Burnout [Data set]. Zenodo. https://doi.org/10.5281/zenodo.16890070 | link |
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| harris_2023_neighbor_cooperation conjoint · source = "conj" |
Rural respondents in Malawi and Zambia (LGPI 2019 face-to-face survey) each read one vignette about a hypothetical neighbour with randomized ethnic group, gender, age, migration status, income and land title, then rated expected cooperation (trust to repay a loan, help collecting donations, follow the headman, observe the local way of life, share a well). Non-co-ethnic arm only: 6,188 respondents. (CC0 1.0) Harris, A. S., & Honig, L. (2023). Mutual dependence and expectations of cooperation. The Journal of Politics, 85(1). | link |
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| harsgor_2023_covid_aid_palestinians conjoint · source = "conj" |
Jewish-Israeli adults in the July 2020 wave of an online panel (n = 1,586) chose between two Israeli COVID-19 policies toward the Palestinians in each of 5 tasks, with randomized policy type, effect on Palestinian illness, cross-infections, funding source and coordination (with the PA / Hamas). (CC0 1.0) Harsgor, L., & Yakter, A. (2024). Public preferences for intergroup assistance in conflicts facing joint external threats: Lessons from COVID-19 in Israel. Journal of Conflict Resolution, 68(7-8), 1522-1551. | link |
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| hart_2021_covid_concern | Concern about the coronavirus pandemic, 4 items, 1-5. 1,763 US adults in six survey waves, March-June 2020; treat = pandemic priming (pandemic questions asked first). Covariates: age, survey wave. (CC BY 4.0) Hart J (2021) Did the COVID-19 pandemic help or hurt Donald Trump's political fortunes? PLoS ONE 16(2): e0247664. https://doi.org/10.1371/journal.pone.0247664 | link |
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| hart_2021_trump_support | Support for President Trump, 3 items, 1-7 agreement. 1,763 US adults in six survey waves, March-June 2020; treat = pandemic priming (pandemic questions asked first). Covariates: age, survey wave. (CC BY 4.0) Hart J (2021) Did the COVID-19 pandemic help or hurt Donald Trump's political fortunes? PLoS ONE 16(2): e0247664. https://doi.org/10.1371/journal.pone.0247664 | link |
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| hartman_2020_refugee_hosting conjoint · source = "conj" |
Paired pictograph conjoint in eastern Liberia: 1,089 adults in refugee-host communities chose which of two hypothetical Ivorian refugee families to host in 3 rounds, with household-head gender, ethnicity (co-ethnic or not), religion, occupation and food security randomized; outcome is the forced choice. (CC0 1.0) Hartman, A. C., & Morse, B. S. (2020). Violence, empathy and altruism: Evidence from the Ivorian refugee crisis in Liberia. British Journal of Political Science, 50(2). | link |
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| hartmann_2023_covid_restrictions conjoint · source = "conj" |
German panel respondents (September 2021) compared two COVID-19 restriction proposals varying in stringency and universality (3G/2G/all citizens) under a shared pandemic-severity scenario. 10,525 respondents, 2 paired tasks; outcomes: preferred proposal, 0-10 rating of each, trust in government (one random proposal) and, for the unvaccinated, likelihood of vaccinating. (CC0 1.0) Hartmann, F., Humphreys, M., Geissler, F., Kluever, H., & Giesecke, J. (2023). Trading liberties: Estimating COVID-19 policy preferences from conjoint data. Political Analysis. | link |
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| hartmann_2026_ai_env_awareness | Eight author-developed items on beliefs about the environmental impact of AI (energy use, carbon emissions, data-centre water), 1-5 agreement, 845 US adults. Item text shipped from the SPSS labels. (CC BY 4.0) Hartmann, P. (2026). Survey data on artificial intelligence use, awareness of AI's environmental impact, climate anxiety and pro-climate behavioural intentions [Dataset]. Zenodo. | link |
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| hartmann_2026_ai_use_intensity | Four author-developed items on how often 845 US adults use AI tools, on a 1-7 frequency-band scale. Item text shipped from the SPSS labels. (CC BY 4.0) Hartmann, P. (2026). Survey data on artificial intelligence use, awareness of AI's environmental impact, climate anxiety and pro-climate behavioural intentions [Dataset]. Zenodo. | link |
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| hartmann_2026_climate_anxiety | The nine-item Climate Change Anxiety Scale (Clayton & Karazsia 2020), 1-5 frequency, 845 US adults. Item text is held: a named third-party instrument with no quotable rights clause. (CC BY 4.0) Hartmann, P. (2026). Survey data on artificial intelligence use, awareness of AI's environmental impact, climate anxiety and pro-climate behavioural intentions [Dataset]. Zenodo. | link |
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| hartmann_2026_climate_commitment | Four author-developed items on personal commitment to acting on climate change, 1-5 agreement, 845 US adults. Item text shipped from the SPSS labels. (CC BY 4.0) Hartmann, P. (2026). Survey data on artificial intelligence use, awareness of AI's environmental impact, climate anxiety and pro-climate behavioural intentions [Dataset]. Zenodo. | link |
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| hartmann_2026_climate_concern | Climate change concern, 4 items 1-5. 845 US consumers (TRANSCLIMA project, UPV/EHU). (CC BY 4.0) Hartmann P (2026). Survey data on willingness to pay for food forest produce: monoculture health risk, nature connectedness and need for uniqueness [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22035305 | link |
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| hartmann_2026_disaster_relief conjoint · source = "conj" |
805 Malawian respondents each chose between 2 hypothetical candidates in 6 contests; candidates varied in disaster-prevention and relief effort and effectiveness, asking for relief, constituency visits and honesty. Outcome is the supported candidate. (CC0 1.0) Hartmann, F. (2026). Do voters value relief over preparedness? Evidence from disaster policies in Malawi. The Journal of Politics. | link |
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| hartmann_2026_food_forest_wtp | Willingness to pay for food forest products, 4 items 1-5. 845 US consumers (TRANSCLIMA project, UPV/EHU). (CC BY 4.0) Hartmann P (2026). Survey data on willingness to pay for food forest produce: monoculture health risk, nature connectedness and need for uniqueness [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22035305 | link |
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| hartmann_2026_monoculture_health_risk | Perceived health risk of monoculture farming, 6 items 1-5. 845 US consumers (TRANSCLIMA project, UPV/EHU). (CC BY 4.0) Hartmann P (2026). Survey data on willingness to pay for food forest produce: monoculture health risk, nature connectedness and need for uniqueness [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22035305 | link |
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| hartmann_2026_nature_connectedness | Nature connectedness, 6 items 1-5 (NR-6-type stems). 845 US consumers (TRANSCLIMA project, UPV/EHU). (CC BY 4.0) Hartmann P (2026). Survey data on willingness to pay for food forest produce: monoculture health risk, nature connectedness and need for uniqueness [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22035305 | link |
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| hartmann_2026_need_for_uniqueness | Consumer need for uniqueness, 8 items 1-5. 845 US consumers (TRANSCLIMA project, UPV/EHU). (CC BY 4.0) Hartmann P (2026). Survey data on willingness to pay for food forest produce: monoculture health risk, nature connectedness and need for uniqueness [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22035305 | link |
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| hartmann_2026_pro_climate_intention | Five author-developed items on intention to take specific pro-climate actions in the next few months, 1-5 likelihood, 845 US adults. Item text shipped from the SPSS labels. (CC BY 4.0) Hartmann, P. (2026). Survey data on artificial intelligence use, awareness of AI's environmental impact, climate anxiety and pro-climate behavioural intentions [Dataset]. Zenodo. | link |
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| hassan_2019_wetland_malaysia conjoint · source = "conj" |
Choice experiment: 403 urban and rural Malaysian households chose among two wetland-conservation programmes and a status-quo alternative described by environmental protection zones, biodiversity, recreation, flood protection and a household cost (reduced subsidies); 12 choice sets each. Level text is not in the deposit (codes only). (CC BY 4.0) Hassan, S., Olsen, S. B., & Thorsen, B. J. (2019). Urban-rural divides in preferences for wetland conservation in Malaysia. Land Use Policy, 84, 226-237. | link |
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| hassell_2020_journalist_coverage conjoint · source = "conj" |
Political journalists (n = 882) chose which of two hypothetical candidates announcing a run for governor they would send a reporter to cover, in up to two pairs each; candidates varied in name (race and gender), occupation, party, past office, age, announcement statement and campaign manager. (CC0 1.0) Hassell, H. J. G., Holbein, J. B., & Miles, M. R. (2020). There is no liberal media bias in which news stories political journalists choose to cover. Science Advances, 6(14), eaay9344. | link |
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| hassell_2023_electability conjoint · source = "conj" |
US respondents (n = 2,003 with answers) each compared 8 pairs of hypothetical candidates in their party's primary (independents assigned to either), with race, gender, age, ideology, experience, personableness, speaking ability and two district features randomized, choosing which candidate is more electable and which they would vote for. (CC0 1.0) Hassell, H. J. G., & Visalvanich, N. (2023). Perceptions of electability: Candidate (and voter) ideology, race, and gender. Political Behavior. | link |
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| hatemi_2017_sex_freq | Sexual behaviour frequency over the preceding 12 months, 18 items, 1-5; N = 1,003 US adults (online); cov_sex, cov_age, cov_education, cov_pid7, cov_ideology7. (CC0 1.0) Hatemi, P. K., Crabtree, C., & McDermott, R. (2017). The relationship between sexual preferences and political orientations: Do positions in the bedroom affect positions in the ballot box? Personality and Individual Differences, 105, 318-325. https://doi.org/10.1016/j.paid.2016.10.008 | link |
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| haugom_2021_ski_resort conjoint · source = "conj" |
Active alpine skiers at a large ski area in Inland Norway rated 18 fixed ski-day scenarios each, described by weekday, lift-pass price, period, weather, temperature, wind, share of slopes open and queue time. 375 respondents, 6,490 single-profile ratings (0-100). (CC BY 4.0) Haugom, E., Malasevska, I., & Lien, G. (2021). The relative importance of ski resort- and weather-related characteristics when going alpine skiing: data from a rating-based conjoint survey [Data set]. Mendeley Data. | link |
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| hawlader_2021_postcovid_symptoms | Checklist of 22 post-COVID symptoms, present/absent. 3,203 adults recovered from COVID-19, Bangladesh. Covariates: age, gender, residence, education, occupation, health-care worker, marital status, income, hospitalised, smoking. (CC BY 4.0) Hawlader MDH, Rashid MU, Khan MAS, Ara T, Nabi MH, Haque MMA, et al. (2021) Quality of life of COVID-19 recovered patients in Bangladesh. PLoS ONE 16(10): e0257421. https://doi.org/10.1371/journal.pone.0257421 | link |
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| hawlader_2021_whoqol_bref | WHOQOL-BREF (Bangla), 26 items, 1-5. 3,203 adults recovered from COVID-19, Bangladesh. Covariates: age, gender, residence, education, occupation, health-care worker, marital status, income, hospitalised, smoking. (CC BY 4.0) Hawlader MDH, Rashid MU, Khan MAS, Ara T, Nabi MH, Haque MMA, et al. (2021) Quality of life of COVID-19 recovered patients in Bangladesh. PLoS ONE 16(10): e0257421. https://doi.org/10.1371/journal.pone.0257421 | link |
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| hayashi_2024_nuclear_waste_site conjoint · source = "conj" |
Japanese adults (n = 1,800; urban and rural samples) compared 4 pairs of hypothetical plans to build a high-level radioactive waste disposal site in their municipality, varying distance, stated purpose, local opinion split, benefit offered, population and average income; each pair got a forced choice and a 1-7 acceptance rating per plan. (CC0 1.0) Hayashi, R., Asano, T., Morikawa, S., & Komatsuzaki, S. (2024). Public service motivation and not-in-my-backyard: The case of high-level radioactive waste disposal sites in Japan. International Public Management Journal, 27(6), 948-971. | link |
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| hayek_2022_attitude | 4-item Attitude (toward getting good grades) scale (-2..2 Likert) from a Theory-of-Planned-Behaviour survey of Lebanese secondary school students (CC BY 4.0) Hayek J, Schneider F, Lahoud N, Tueni M, de Vries H (2022) Authoritative parenting stimulates academic achievement, also partly via self-efficacy and intention towards getting good grades. PLOS ONE 17(3): e0265595. | link |
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| hayek_2022_self_efficacy | 5-item Self-Efficacy scale (-2..2 Likert) from the same TPB survey of Lebanese secondary school students (CC BY 4.0) Hayek J, Schneider F, Lahoud N, Tueni M, de Vries H (2022) Authoritative parenting stimulates academic achievement, also partly via self-efficacy and intention towards getting good grades. PLOS ONE 17(3): e0265595. | link |
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| hayek_2022_subj_norm | 3-item Subjective Norm scale (father/mother/teacher, -2..2 Likert) from the same TPB survey of Lebanese secondary school students (CC BY 4.0) Hayek J, Schneider F, Lahoud N, Tueni M, de Vries H (2022) Authoritative parenting stimulates academic achievement, also partly via self-efficacy and intention towards getting good grades. PLOS ONE 17(3): e0265595. | link |
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| hazell_2022_aq | Attribution Questionnaire, 20-item version (Corrigan et al.), 1-9 with item-specific anchors, as deposited (nothing reversed). 1,046 adults aged 16+ recruited online (mostly UK), 2018, in a pre-post experiment: each measure was completed (wave 1), a randomised anti-stigma poster was viewed, then completed again (wave 2). The randomised poster arm (two active posters, no control) is NOT included. Covariates: age, gender, ethnicity, country of residence, education, employment, first language, personal experience of mental health problems. (CC BY 4.0) Hazell CM, Fixsen A, Berry C (2022). Is it time to change the approach of mental health stigma campaigns? An experimental investigation of the effect of campaign wording on stigma and help-seeking intentions. PLOS ONE 17(8): e0273254. | link |
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| hazell_2022_iasmhs | Inventory of Attitudes toward Seeking Mental Health Services (IASMHS, Mackenzie et al. 2004), 24 items, 0 disagree .. 4 agree, as deposited (nothing reversed). 1,046 adults aged 16+ recruited online (mostly UK), 2018, in a pre-post experiment: each measure was completed (wave 1), a randomised anti-stigma poster was viewed, then completed again (wave 2). The randomised poster arm (two active posters, no control) is NOT included. Covariates: age, gender, ethnicity, country of residence, education, employment, first language, personal experience of mental health problems. (CC BY 4.0) Hazell CM, Fixsen A, Berry C (2022). Is it time to change the approach of mental health stigma campaigns? An experimental investigation of the effect of campaign wording on stigma and help-seeking intentions. PLOS ONE 17(8): e0273254. | link |
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| he_2019_flipped_classroom_attitudes | Undergraduate pharmacy students' 12-item 5-point attitude scale toward flipped vs. lecture-based classrooms (RCT, "9"=not applicable filtered) (CC BY 4.0) He Y, Lu J, Huang H, He S, Ma N, Sha Z, Sun Y, Li X (2019). The effects of flipped classrooms on undergraduate pharmaceutical marketing learning: A clustered randomized controlled study. PLOS ONE. | link |
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| he_2019_flipped_classroom_satisfaction | Undergraduate pharmacy students' 8-item 5-point satisfaction scale toward flipped vs. lecture-based classrooms (RCT, "9"=not applicable filtered) (CC BY 4.0) He Y, Lu J, Huang H, He S, Ma N, Sha Z, Sun Y, Li X (2019). The effects of flipped classrooms on undergraduate pharmaceutical marketing learning: A clustered randomized controlled study. PLOS ONE. | link |
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| he_2026_handwashing_timing | Cartoon-based hand-washing timing questionnaire: 12 situations (after sneezing, before meals, after singing, ...) scored 1 = correct judgment of whether hands should be washed, 0 = not. 248 primary-school children in a cluster-randomised feasibility trial of a 'Fun Hand Hygiene Workshop' (KAP-emotional design), before (wave 0) and after (wave 1); treat = intervention class. (CC BY 4.0) He J (2026). Hand Hygiene Promotion in Primary Schools Using a KAP-Emotional Design Framework: A Cluster-Randomized Controlled Feasibility Study [Data set]. Mendeley Data. https://doi.org/10.17632/h5ydkf3mjt.1 | link |
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| he_2026_mind_wandering | Thought probes during a sustained-attention (SART) task: 4 probes (mind wandering, FBE, intentionality, awareness) on a 1-6 scale, 10 occasions per person, from 396 participants across two studies (262 + 134). wave is the SART trial the probe interrupted. Covariates are the study and the participant's Beck Depression Inventory total. (CC BY 4.0) He, H. (2026). mind wandering and depression [Dataset]. figshare. | link |
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| heekerens2025_bfi_extraversion | Measures the degree to which adults are sociable, assertive, and energetic, using the 2-item Extraversion subscale from the German BFI-10 (CC BY 4.0) Heekerens, J. B., Biermann, M., Mocarz-Kleindienst, M., Vonderlin, R., Lyssenko, L., Hofmann, V. X., ... & Kleindienst, N. (2025). The Dissociative Symptoms Scale (DSS): Psychometric properties of scores on a German version in clinical samples. Psychological Assessment. | link |
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| heekerens2025_bfi_neuroticism | Assesses neuroticism/emotional stability using the 2-item Neuroticism subscale of the German BFI-10 (CC BY 4.0) Heekerens, J. B., Biermann, M., Mocarz-Kleindienst, M., Vonderlin, R., Lyssenko, L., Hofmann, V. X., ... & Kleindienst, N. (2025). The Dissociative Symptoms Scale (DSS): Psychometric properties of scores on a German version in clinical samples. Psychological Assessment. | link |
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| heekerens2025_bfi_openness | Assesses openness to experience, imagination, and curiosity using the 2-item Openness subscale of the German BFI-10 (CC BY 4.0) Heekerens, J. B., Biermann, M., Mocarz-Kleindienst, M., Vonderlin, R., Lyssenko, L., Hofmann, V. X., ... & Kleindienst, N. (2025). The Dissociative Symptoms Scale (DSS): Psychometric properties of scores on a German version in clinical samples. Psychological Assessment. | link |
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| heekerens2025_dss | Dissociative Symptoms Scale – German Version (G-DSS): Assesses moderately severe dissociative symptoms in the past week across four domains: Depersonalization/Derealization, Gaps in Awareness and Memory, Cognitive-Behavioral Reexperiencing, and Sensory Misperceptions (CC BY 4.0) Heekerens, J. B., Biermann, M., Mocarz-Kleindienst, M., Vonderlin, R., Lyssenko, L., Hofmann, V. X., ... & Kleindienst, N. (2025). The Dissociative Symptoms Scale (DSS): Psychometric properties of scores on a German version in clinical samples. Psychological Assessment. | link |
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| heekerens2025_pds | Posttraumatic Diagnostic Scale – DSM-5 (German PDS-5): Assesses trauma exposure and PTSD symptom severity across intrusion, avoidance, and hyperarousal clusters over the past month (CC BY 4.0) Heekerens, J. B., Biermann, M., Mocarz-Kleindienst, M., Vonderlin, R., Lyssenko, L., Hofmann, V. X., ... & Kleindienst, N. (2025). The Dissociative Symptoms Scale (DSS): Psychometric properties of scores on a German version in clinical samples. Psychological Assessment. | link |
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| heekerens2025_phq | Patient Health Questionnaire – 8-item (German PHQ-8): Assesses depressive symptom severity over the past 2 weeks (CC BY 4.0) Heekerens, J. B., Biermann, M., Mocarz-Kleindienst, M., Vonderlin, R., Lyssenko, L., Hofmann, V. X., ... & Kleindienst, N. (2025). The Dissociative Symptoms Scale (DSS): Psychometric properties of scores on a German version in clinical samples. Psychological Assessment. | link |
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| heekerens2025_sdq | Somatoform Dissociation Questionnaire – 20-item (German SDQ-20): Assesses somatoform dissociation (body-related dissociative phenomena) over the past 2 weeks (CC BY 4.0) Heekerens, J. B., Biermann, M., Mocarz-Kleindienst, M., Vonderlin, R., Lyssenko, L., Hofmann, V. X., ... & Kleindienst, N. (2025). The Dissociative Symptoms Scale (DSS): Psychometric properties of scores on a German version in clinical samples. Psychological Assessment. | link |
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| heekerens_2025_altered_sense_of_self | 20 altered-sense-of-self items (0-4), 373 respondents over two samples with cov_study (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heekerens_2025_anomalous_experiences | 15 anomalous-experience items (0-4), 373 German respondents pooled over two samples with cov_study (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heekerens_2025_bfi10 | BFI-10, 10 items on 1-7, 243 German respondents (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heekerens_2025_ceq | 25 binary items of the instrument under validation, 243 German respondents (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heekerens_2025_des | 20 Dissociative Experiences Scale items on the DES-II 0-100 percentage format, 243 German respondents (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heekerens_2025_gad7 | GAD-7, 7 items on 0-3, 243 German respondents (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heekerens_2025_gse | 3 general self-efficacy items (1-5), 243 German respondents (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heekerens_2025_lpfs_bf | Level of Personality Functioning Scale brief form, 12 items on 1-4, 243 respondents (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heekerens_2025_paq | 6 items on 1-7, 243 German respondents (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heekerens_2025_phq9 | PHQ-9, 9 items scored 1-4 as deposited, 243 German respondents (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heekerens_2025_trauma_exposure | 8 binary trauma-exposure checklist items, 243 respondents (CC BY 4.0) Heekerens, J. B. (2025). Data sets for evaluation of the psychometric properties and validity of the German version of the CEFSA. Zenodo. | link |
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| heermann_2022_covid_aid_2020 conjoint · source = "conj" |
German online-panel respondents (n = 4,775, April/May 2020) each read a medical-aid and a financial-aid COVID-19 vignette with randomized recipient community (German state/EU/non-EU), control (health system or fiscal discipline) and costs (medical risk or tax increase), and rated support 1-7. (CC0 1.0) Heermann, M., Koos, S., & Leuffen, D. (2022). Who deserves European solidarity? How recipient characteristics shape public support for international medical and financial aid during COVID-19. British Journal of Political Science. | link |
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| heermann_2022_covid_aid_2021 conjoint · source = "conj" |
German online-panel respondents (n = 4,016, May 2021) each read a medical-aid and a financial-aid vignette about an applicant EU country with five randomized features (wealth, COVID policy, efficiency, rule of law, refugee admission) and rated support 1-7. (CC0 1.0) Heermann, M., Koos, S., & Leuffen, D. (2022). Who deserves European solidarity? How recipient characteristics shape public support for international medical and financial aid during COVID-19. British Journal of Political Science. | link |
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| hegewald_2026_urban_rural conjoint · source = "conj" |
Adults in nine European countries (Bilendi panels, Feb-Mar 2023; n=9,125) each saw 4 single hypothetical person profiles varying EU attitude, immigration attitude, class, education and age, and judged whether the person typically lives in a rural or urban area, how sure they were, and rated the person on a 0-100 feeling thermometer. (CC0 1.0) Hegewald, S. (2026). The urban-rural divide in people's minds: Stereotypes of urbanites and ruralites in nine European countries. Political Behavior. | link |
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| heinrich_2020_nasty_aid conjoint · source = "conj" |
US MTurk respondents (Aug 2014, n=2,217) rated on a 1-9 oppose-support scale each of two hypothetical US foreign-aid packages in 4 tasks; packages varied extra benefits to the US, cost, a potential issue in the recipient (none, placebo, aid theft, rigged elections, torture, media crackdown) and remedial aid (amount and channel). (CC0 1.0) Heinrich, T., & Kobayashi, Y. (2020). How do people evaluate foreign aid to "nasty" regimes? British Journal of Political Science, 50(1), 103-127. | link |
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| heinze_2025_sarpanch_vignette conjoint · source = "conj" |
Voters in North Maharashtra, India (in-person survey, n = 2,360) read one vignette about a village council president whose gender (Bharti/Rohit, female/male) and caste (Kamble/Marathe, Dalit/Maratha) were randomized 2x2, and judged whether the president would hold real decision-making authority, would resign under elite pressure, and would face backlash. (CC0 1.0) Heinze, A. R. (2025). Democratic deepening or elite persistence? How local elites adapt to electoral reform in rural India. American Political Science Review. | link |
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| heinzel_2024_aid_reforms conjoint · source = "conj" |
UK YouGov omnibus respondents (2022, n=2,058) rated two hypothetical UK aid agencies side by side (Experiment 3) on 1-10 support for giving foreign aid through each; agencies varied in Yes/No on seven reforms (expanded transparency, anti-corruption, aid to political allies, to the poorest countries, to countries respecting human rights, for climate change, donor coordination). (CC0 1.0) Heinzel, M., Reinsberg, B., & Swedlund, H. (2024). Transparency and citizen support for public agencies: The case of foreign aid. Governance, 38(2), e12863. | link |
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| heinzel_2024_aid_transparency conjoint · source = "conj" |
UK YouGov omnibus respondents (2022, n=2,058) rated two hypothetical UK aid agencies side by side (Experiment 2) on 1-10 support for giving foreign aid through each; agencies varied in Yes/No on six types of information the agency discloses (aid strategy, decision-making, organisational structure, operational costs, staff, project details). (CC0 1.0) Heinzel, M., Reinsberg, B., & Swedlund, H. (2024). Transparency and citizen support for public agencies: The case of foreign aid. Governance, 38(2), e12863. | link |
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| heinzel_2024_world_bank_dpl conjoint · source = "conj" |
World Bank staff (mostly task team leaders; elite online survey, 2022, n=178) rated 7 pairs of hypothetical development policy loans with eight binary features (prior-action conditions, amount, environmental/social and macroeconomic risk, gender-disaggregated targets, recipient CPIA score, past US opposition, income status) on the likelihood of board approval and of positive development impact (1-10 each). (CC0 1.0) Heinzel, M., Weaver, C., & Jorgensen, S. (2025). Bureaucratic representation and gender mainstreaming in international organizations: Evidence from the World Bank. American Political Science Review, 119(1), 332-348. | link |
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| heinzel_2025_imf_conditionality conjoint · source = "conj" |
YouGov respondents in Kenya, Argentina and Pakistan (April 2023, n = 2,643) rated two hypothetical IMF loans whose eight conditions (foreign investment, import taxes, debt, corruption, anti-poverty, privatization, climate, gender equality) were each Yes/No; outcomes are support for the loan and willingness to pay more taxes or endure spending cuts (1-6). (CC0 1.0) Heinzel, M., Kern, A., Metinsoy, S., & Reinsberg, B. (2025). Public support for green, inclusive, and resilient growth conditionality in International Monetary Fund bailouts. International Studies Quarterly, 69(2), sqaf018. | link |
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| heinzel_2025_io_earmarking conjoint · source = "conj" |
Staff of six UN organizations (elite survey recruited by email and LinkedIn, n = 280) compared 7 pairs of hypothetical voluntary contributions varying earmarking (own area of work, country, sector, project), spending period and donor type; outcomes are a forced choice and, per contribution, the minimum worthwhile amount, the overhead to charge, and rejection. (CC0 1.0) Heinzel, M., Reinsberg, B., & Siauwijaya, C. (2025). Understanding resourcing trade-offs in international organizations: Evidence from an elite survey experiment. The Journal of Politics, 88(3), 1231-1244. | link |
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| heise_2024_mental_divbeliefs | Responses to the CAT Diverse Beliefs trials, assessing understanding that people can hold differing beliefs about the same situation (CC BY 4.0) Heise, M.J. and Bowman, L.C. (2025), The Comprehensive Assessment of Theory of Mind (CAT): A Novel Measure of 3- to 8-Year-Old Children's Theory of Mind and an Evaluation of Mental-State Scaling. Child Dev, 96: 1787-1806. https://doi.org/10.1111/cdev.14263 | link |
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| heise_2024_mental_divdesires | Responses to the CAT Diverse Desires trials (prediction and explanation questions about characters with conflicting preferences) (CC BY 4.0) Heise, M.J. and Bowman, L.C. (2025), The Comprehensive Assessment of Theory of Mind (CAT): A Novel Measure of 3- to 8-Year-Old Children's Theory of Mind and an Evaluation of Mental-State Scaling. Child Dev, 96: 1787-1806. https://doi.org/10.1111/cdev.14263 | link |
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| heise_2024_mental_falsebel | Responses to the CAT False Belief (contents and location-change) trials, measuring understanding that beliefs can be mistaken (CC BY 4.0) Heise, M.J. and Bowman, L.C. (2025), The Comprehensive Assessment of Theory of Mind (CAT): A Novel Measure of 3- to 8-Year-Old Children's Theory of Mind and an Evaluation of Mental-State Scaling. Child Dev, 96: 1787-1806. https://doi.org/10.1111/cdev.14263 | link |
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| heise_2024_mental_falsesign | Responses to the CAT False Sign trials, assessing nonmental representational reasoning about signs that no longer match reality (CC BY 4.0) Heise, M.J. and Bowman, L.C. (2025), The Comprehensive Assessment of Theory of Mind (CAT): A Novel Measure of 3- to 8-Year-Old Children's Theory of Mind and an Evaluation of Mental-State Scaling. Child Dev, 96: 1787-1806. https://doi.org/10.1111/cdev.14263 | link |
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| heise_2024_mental_knowaccess | Responses to the CAT Knowledge Access trials, assessing understanding that seeing or not seeing determines what a character knows (CC BY 4.0) Heise, M.J. and Bowman, L.C. (2025), The Comprehensive Assessment of Theory of Mind (CAT): A Novel Measure of 3- to 8-Year-Old Children's Theory of Mind and an Evaluation of Mental-State Scaling. Child Dev, 96: 1787-1806. https://doi.org/10.1111/cdev.14263 | link |
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| heise_2024_mental_knowexpert | Responses to the CAT Knowledge Expertise trials, testing recognition that some characters are more knowledgeable than others in specific domains (CC BY 4.0) Heise, M.J. and Bowman, L.C. (2025), The Comprehensive Assessment of Theory of Mind (CAT): A Novel Measure of 3- to 8-Year-Old Children's Theory of Mind and an Evaluation of Mental-State Scaling. Child Dev, 96: 1787-1806. https://doi.org/10.1111/cdev.14263 | link |
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| heise_2024_mental_truebel | Responses to the CAT True Belief trials, intended to assess understanding of beliefs that accurately reflect reality (CC BY 4.0) Heise, M.J. and Bowman, L.C. (2025), The Comprehensive Assessment of Theory of Mind (CAT): A Novel Measure of 3- to 8-Year-Old Children's Theory of Mind and an Evaluation of Mental-State Scaling. Child Dev, 96: 1787-1806. https://doi.org/10.1111/cdev.14263 | link |
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| heise_2024_mental_vpt | Responses to the CAT Visual Perspective Taking (VPT level 1 and 2) trials, testing reasoning about what different characters can see (CC BY 4.0) Heise, M.J. and Bowman, L.C. (2025), The Comprehensive Assessment of Theory of Mind (CAT): A Novel Measure of 3- to 8-Year-Old Children's Theory of Mind and an Evaluation of Mental-State Scaling. Child Dev, 96: 1787-1806. https://doi.org/10.1111/cdev.14263 | link |
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| helbling_2020_climate_migrants conjoint · source = "conj" |
1,101 German adults each saw one vignette about a migrant (reason for migration x religion x education, 24 cells) and said whether Germany should let him immigrate (yes/no). (CC0 1.0) Helbling, M. (2020). Attitudes towards climate change migrants. Climatic Change, 160(1), 89-102. | link |
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| helbling_2023_immigration_policy conjoint · source = "conj" |
Paired conjoint in which 2,777 respondents in Germany (online panel, pretest and main samples pooled) chose between two immigration (work-permit entry) policy packages in 3 contests; 9-10 attributes describe the package's goal, requirements and rights. Outcome: preferred package (choice). (CC0 1.0) Helbling, M., Jäger, F., Maxwell, R., & Traunmüller, R. (2023). Broad and detailed agreement: Public preferences for German immigration policy. International Migration Review, 59(3), 1219-1232. | link |
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| helbling_2023_integration_policy conjoint · source = "conj" |
Paired conjoint in which 2,777 respondents in Germany (online panel, pretest and main samples pooled) chose between two integration (residence) policy packages in 3 contests; 9-10 attributes describe the package's goal, requirements and rights. Outcome: preferred package (choice). (CC0 1.0) Helbling, M., Jäger, F., Maxwell, R., & Traunmüller, R. (2023). Broad and detailed agreement: Public preferences for German immigration policy. International Migration Review, 59(3), 1219-1232. | link |
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| helbling_2023_naturalization_policy conjoint · source = "conj" |
Paired conjoint in which 2,781 respondents in Germany (online panel, pretest and main samples pooled) chose between two naturalization (citizenship) policy packages in 3 contests; 9-10 attributes describe the package's goal, requirements and rights. Outcome: preferred package (choice). (CC0 1.0) Helbling, M., Jäger, F., Maxwell, R., & Traunmüller, R. (2023). Broad and detailed agreement: Public preferences for German immigration policy. International Migration Review, 59(3), 1219-1232. | link |
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| helbling_2023_numbers_rights_s2 conjoint · source = "conj" |
Factorial policy vignette (Study 2) in which 9,806 respondents in Germany (10 survey waves) rated agreement with a proposed immigration policy varying the direction of immigrant numbers, entry requirements (eased/tightened, by education or nationality) and migrant rights (extended/restricted, welfare or customs). Outcome: agreement 1-5 (rating, 1 = fully agree). (CC0 1.0) Helbling, M., Maxwell, R., & Traunmüller, R. (2023). Numbers, selectivity, and rights: The conditional nature of immigration policy preferences. Comparative Political Studies, 57(2), 254-286. | link |
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| helbling_2023_numbers_rights_s3 conjoint · source = "conj" |
Two sequential policy vignettes (Study 3, Qualtrics 2022) in which 2,321 respondents in Germany rated support for raising or lowering immigration from the Middle East/North Africa or non-EU Europe, then for the same policy combined with eased or tightened requirements and very few or extensive rights. Outcome: support 1-6 (rating, 6 = fully support). (CC0 1.0) Helbling, M., Maxwell, R., & Traunmüller, R. (2023). Numbers, selectivity, and rights: The conditional nature of immigration policy preferences. Comparative Political Studies, 57(2), 254-286. | link |
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| hellstrom_2019_isi | Insomnia Severity Index (ISI, 7 items), Swedish university students, N=631 (CC BY 4.0) Hellstrom A, Hagell P, Brostrom A, Ulander M, Luik AI, Espie CA, Arestedt K (2019). A classical test theory evaluation of the Sleep Condition Indicator accounting for the ordinal nature of item response data. PLOS ONE, 14(3), e0213533. https://doi.org/10.1371/journal.pone.0213533 | link |
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| hellstrom_2019_psqi | Pittsburgh Sleep Quality Index components (PSQI, 14 items), Swedish university students, N=632 (CC BY 4.0) Hellstrom A, Hagell P, Brostrom A, Ulander M, Luik AI, Espie CA, Arestedt K (2019). A classical test theory evaluation of the Sleep Condition Indicator accounting for the ordinal nature of item response data. PLOS ONE, 14(3), e0213533. https://doi.org/10.1371/journal.pone.0213533 | link |
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| hellstrom_2019_pss14 | Perceived Stress Scale-14 (14 items), Swedish university students, N=618 (CC BY 4.0) Hellstrom A, Hagell P, Brostrom A, Ulander M, Luik AI, Espie CA, Arestedt K (2019). A classical test theory evaluation of the Sleep Condition Indicator accounting for the ordinal nature of item response data. PLOS ONE, 14(3), e0213533. https://doi.org/10.1371/journal.pone.0213533 | link |
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| hellstrom_2019_sci | Sleep Condition Indicator (SCI, 8 items, the paper's focal instrument), Swedish university students, N=633 (CC BY 4.0) Hellstrom A, Hagell P, Brostrom A, Ulander M, Luik AI, Espie CA, Arestedt K (2019). A classical test theory evaluation of the Sleep Condition Indicator accounting for the ordinal nature of item response data. PLOS ONE, 14(3), e0213533. https://doi.org/10.1371/journal.pone.0213533 | link |
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| hemesath_2024_av_regulation conjoint · source = "conj" |
Online respondents in Germany, Japan and the US (2020) compared six pairs of autonomous-vehicle regulation packages (safety standards, approval body, ethical prioritization, liability, data access, human supervision) and chose the one they prefer; 3,464 respondents. All six attributes are stored as the authors' short level labels. (CC0 1.0) Hemesath, S., & Tepe, M. (2024). Multidimensional preference for technology risk regulation: The role of political beliefs, technology attitudes, and national innovation cultures. Regulation & Governance. | link |
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| hemesath_2024_chatbot_citizens conjoint · source = "conj" |
German citizens (online sample, February 2023, n = 1,690) chose between two hypothetical municipal e-government chatbots varying developer, chat-history storage, chat termination, automated decisions, workload reduction, time saving, and communication type and tone, in 6 paired tasks. (CC0 1.0) Hemesath, S., & Tepe, M. (2024). Public value positions and design preferences toward AI-based chatbots in e-government. Evidence from a conjoint experiment with citizens and municipal front desk officers. Government Information Quarterly, 41(4), 101985. | link |
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| hemesath_2024_chatbot_officers conjoint · source = "conj" |
German municipal front desk officers (March 2023, n = 267) chose between two hypothetical municipal e-government chatbots varying developer, chat-history storage, chat termination, automated decisions, workload reduction, time saving, and communication type and tone, in 6 paired tasks. (CC0 1.0) Hemesath, S., & Tepe, M. (2024). Public value positions and design preferences toward AI-based chatbots in e-government. Evidence from a conjoint experiment with citizens and municipal front desk officers. Government Information Quarterly, 41(4), 101985. | link |
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| hen-herbst_2025_family_qol | 21-item Family Quality of Life scale (1-5), same sample as hen-herbst_2025_family_routine_freq, n=253 (CC BY 4.0) Hen-Herbst L, Fogel Y (2025). Exploring changes in family routines and family quality of life among Israeli families during the COVID-19 pandemic. PeerJ. | link |
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| hen-herbst_2025_family_routine_freq | 28-item Family Routines Inventory frequency scale (1-4), pre/during-COVID wave, Israeli families, n=253 (CC BY 4.0) Hen-Herbst L, Fogel Y (2025). Exploring changes in family routines and family quality of life among Israeli families during the COVID-19 pandemic. PeerJ. | link |
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| hen-herbst_2025_family_routine_import | 28-item Family Routines Inventory importance scale (1-3), pre/during-COVID wave, same sample as hen-herbst_2025_family_routine_freq, n=253 (CC BY 4.0) Hen-Herbst L, Fogel Y (2025). Exploring changes in family routines and family quality of life among Israeli families during the COVID-19 pandemic. PeerJ. | link |
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| henderson_2014_party_guess conjoint · source = "conj" |
US adults in the CCES 2014 Yale team module (YouGov, pre-election wave; n = 1,000) each saw four randomly generated candidate profiles (gender, family, religion, military service, job, top three issue priorities) and guessed the candidate's party, said how sure they were, and rated the candidate 0-10. (CC0 1.0) Henderson, J. (2017). CCES 2014, Team Module of Yale University (JAH) [Data set]. Harvard Dataverse. | link |
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| henderson_2023_lapanel_comfort | Comfort with resuming 14 specific out-of-home activities during COVID-19 (retail, restaurant, bar, workplace, salon, large event, visiting friends, religious service, group meeting, campaign rally, protest, public meeting, voting in person, sending children to school), 1-4; five-wave Louisiana panel, 2862 adults, 2020-2021. The children/school item was screened to respondents with children under 18 and so has roughly a third of the responses of the other 13. (CC0 1.0) Henderson, M. (2023). Replication Data for: "Persisting Anxiety: The Duration of Emotions during the COVID-19 Pandemic". Harvard Dataverse. (Public Opinion Quarterly) | link |
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| henderson_2023_lapanel_econ_emotion | Emotional reaction to the economic risks of COVID-19, 9 adjectives on a 1-5 scale; five-wave Louisiana panel, 2862 adults, 2020-2021. (CC0 1.0) Henderson, M. (2023). Replication Data for: "Persisting Anxiety: The Duration of Emotions during the COVID-19 Pandemic". Harvard Dataverse. (Public Opinion Quarterly) | link |
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| henderson_2023_lapanel_fin_threat | Perceived seriousness of COVID-19 as a threat to the financial situation of nine targets (self, Blacks, Whites, over-60s, under-40s, wealthy, poor, rural, urban), 1-5; five-wave Louisiana panel, 2862 adults. (CC0 1.0) Henderson, M. (2023). Replication Data for: "Persisting Anxiety: The Duration of Emotions during the COVID-19 Pandemic". Harvard Dataverse. (Public Opinion Quarterly) | link |
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| henderson_2023_lapanel_health_emotion | Emotional reaction to the health risks of COVID-19, 11 adjectives (anxious, worried, afraid, angry, outraged, annoyed, relaxed, hopeful, optimistic, skeptical, convinced) on a 1-5 scale; five-wave Louisiana panel, 2862 adults, 2020-2021. (CC0 1.0) Henderson, M. (2023). Replication Data for: "Persisting Anxiety: The Duration of Emotions during the COVID-19 Pandemic". Harvard Dataverse. (Public Opinion Quarterly) | link |
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| henderson_2023_lapanel_health_threat | Perceived seriousness of COVID-19 as a threat to the health of nine targets (self, Blacks, Whites, over-60s, under-40s, wealthy, poor, rural, urban), 1-5; five-wave Louisiana panel, 2862 adults. (CC0 1.0) Henderson, M. (2023). Replication Data for: "Persisting Anxiety: The Duration of Emotions during the COVID-19 Pandemic". Harvard Dataverse. (Public Opinion Quarterly) | link |
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| henderson_2023_lapanel_policy_support | Support for nine government COVID-19 policies (unemployment funding, mask requirement, limiting workers/customers, vaccine requirement, quarantining positive cases, business relief, vote by mail, collecting contact information, eviction ban), 1-5; five-wave Louisiana panel, 2862 adults, 2020-2021. (CC0 1.0) Henderson, M. (2023). Replication Data for: "Persisting Anxiety: The Duration of Emotions during the COVID-19 Pandemic". Harvard Dataverse. (Public Opinion Quarterly) | link |
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| henderson_2023_lapanel_racial_resent | Racial resentment scale (Kinder & Sanders), 4 items on a 1-5 agree-disagree scale; five-wave Louisiana panel, 2862 adults. (CC0 1.0) Henderson, M. (2023). Replication Data for: "Persisting Anxiety: The Duration of Emotions during the COVID-19 Pandemic". Harvard Dataverse. (Public Opinion Quarterly) | link |
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| henderson_2023_lapanel_tipi | Ten-Item Personality Inventory (TIPI), 10 items on a 1-5 agree-disagree scale, administered in wave 5 only; 1000 Louisiana adults. (CC0 1.0) Henderson, M. (2023). Replication Data for: "Persisting Anxiety: The Duration of Emotions during the COVID-19 Pandemic". Harvard Dataverse. (Public Opinion Quarterly) | link |
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| henderson_2023_lapanel_worry | Worry about eight specific COVID-19 health and economic consequences (family illness, family death, hospital capacity, health-system capacity, paying bills, income loss, local business closure, recession), 1-5; five-wave Louisiana panel, 2862 adults. (CC0 1.0) Henderson, M. (2023). Replication Data for: "Persisting Anxiety: The Duration of Emotions during the COVID-19 Pandemic". Harvard Dataverse. (Public Opinion Quarterly) | link |
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| hendrikx_2022_autonomy | 4 job-autonomy items (1-5); N = 229 Dutch employees; cov_gender, cov_age, cov_sector, cov_contract_hours, cov_education, cov_telework, cov_hours_outside_worktime. (CC BY 4.0) Hendrikx, K. (2022). Availability norms and burnout symptoms: The role of autonomy and telepressure [data]. DANS Data Station SSH. https://doi.org/10.17026/dans-z9b-7fej | link |
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| hendrikx_2022_availability_norms | 4 availability-norm items (1-5); N = 229 Dutch employees; cov_gender, cov_age, cov_sector, cov_contract_hours, cov_education, cov_telework, cov_hours_outside_worktime. (CC BY 4.0) Hendrikx, K. (2022). Availability norms and burnout symptoms: The role of autonomy and telepressure [data]. DANS Data Station SSH. https://doi.org/10.17026/dans-z9b-7fej | link |
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| hendrikx_2022_bat | 23 Burnout Assessment Tool core items (1-5): utp1-8 exhaustion, dist1-5 mental distance, emo1-5 emotional impairment, cogn1-5 cognitive impairment; N = 229 Dutch employees; cov_gender, cov_age, cov_sector, cov_contract_hours, cov_education, cov_telework, cov_hours_outside_worktime. (CC BY 4.0) Hendrikx, K. (2022). Availability norms and burnout symptoms: The role of autonomy and telepressure [data]. DANS Data Station SSH. https://doi.org/10.17026/dans-z9b-7fej | link |
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| hendrikx_2022_telepressure | 8 telepressure items (1-5); N = 229 Dutch employees; cov_gender, cov_age, cov_sector, cov_contract_hours, cov_education, cov_telework, cov_hours_outside_worktime. (CC BY 4.0) Hendrikx, K. (2022). Availability norms and burnout symptoms: The role of autonomy and telepressure [data]. DANS Data Station SSH. https://doi.org/10.17026/dans-z9b-7fej | link |
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| heriyati_2026_digital_info_literacy | Digital information literacy, 9 items, 1-5 (strongly disagree to strongly agree). Young entrepreneurs (university graduates, >=3 years in business) in Greater Jakarta, Indonesia (Indonesian administration). N=100. (CC BY 4.0) Heriyati P, Aguzman G (2026). The Role of Digital Literacy in Shaping Entrepreneurial Intention among University Students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20199216 | link |
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| heriyati_2026_digital_networking | Digital networking competence, 9 items, 1-5. Young entrepreneurs (university graduates, >=3 years in business) in Greater Jakarta, Indonesia (Indonesian administration). N=100. (CC BY 4.0) Heriyati P, Aguzman G (2026). The Role of Digital Literacy in Shaping Entrepreneurial Intention among University Students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20199216 | link |
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| heriyati_2026_digital_safety | Digital safety and risk awareness, 9 items, 1-5. Young entrepreneurs (university graduates, >=3 years in business) in Greater Jakarta, Indonesia (Indonesian administration). N=100. (CC BY 4.0) Heriyati P, Aguzman G (2026). The Role of Digital Literacy in Shaping Entrepreneurial Intention among University Students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20199216 | link |
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| heriyati_2026_entrepreneurial_intention | Entrepreneurial intention, 9 items, 1-5. Young entrepreneurs (university graduates, >=3 years in business) in Greater Jakarta, Indonesia (Indonesian administration). N=100. (CC BY 4.0) Heriyati P, Aguzman G (2026). The Role of Digital Literacy in Shaping Entrepreneurial Intention among University Students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20199216 | link |
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| heriyati_2026_entrepreneurial_se | Entrepreneurial self-efficacy, 9 items, 1-5. Young entrepreneurs (university graduates, >=3 years in business) in Greater Jakarta, Indonesia (Indonesian administration). N=100. (CC BY 4.0) Heriyati P, Aguzman G (2026). The Role of Digital Literacy in Shaping Entrepreneurial Intention among University Students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20199216 | link |
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| heriyati_2026_entrepreneurship_edu | Entrepreneurship education exposure, 9 items, 1-5. Young entrepreneurs (university graduates, >=3 years in business) in Greater Jakarta, Indonesia (Indonesian administration). N=100. (CC BY 4.0) Heriyati P, Aguzman G (2026). The Role of Digital Literacy in Shaping Entrepreneurial Intention among University Students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20199216 | link |
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| hermans_2015_dm1_rods | Rasch-built Myotonic Dystrophy Type 1 (DM1) activity/participation raw item bank (105 items) used to reconstruct the DM1-Activ C scale, N=312 (CC BY 4.0) Hermans MCE, Hoeijmakers JGJ, Faber CG, Merkies ISJ (2015) Reconstructing the Rasch-Built Myotonic Dystrophy Type 1 Activity and Participation Scale. PLoS ONE 10(10): e0139944. https://doi.org/10.1371/journal.pone.0139944 | link |
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| hernandez_martinez_2025_math_attitudes | Attitudes toward mathematics questionnaire, 25 items (UT utility, AN anxiety, AG liking, MO motivation, CO confidence), 1-5; 6,078 Ecuadorian bachillerato students (the AFE and AFC random halves merged, cov_sample); cov_institution, cov_gender, cov_ethnicity, cov_grade, cov_career_plan. (CC BY 4.0) Hernández-Martínez, M., Posso-Yépez, M., Arciniegas-Romero, G., & Rivadeneira-Flores, J. (2025). Actitudes hacia las matemáticas y su relación con el rendimiento académico: validación de un instrumento en el contexto ecuatoriano [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28352018 | link |
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| hernandezamaro_2026_fcd | FCD questionnaire (Spanish): 25 statements on self-blame, avoidance, vigilance and adjustment since being a victim of a crime, 1-5. 217 respondents (208 direct victims) of an online survey in Spain. Covariates: direct victim, crime reported, age at the crime. (CC BY 4.0) Hernandez-Amaro P, Lozano F, Gomez Garcia L (2026). FCD Questionnaire. Zenodo. https://doi.org/10.5281/zenodo.19196911 | link |
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| hernandezencuentra_2026_eheals | eHealth literacy (eHEALS), the 8 scored items on a 1-5 agreement scale, answered in Spanish by 400 adults in a panel survey of the Spanish population. Covariates are gender, age, age band, province, municipality size, region, self-described technology use, self-rated health, two education measures, employment, socioeconomic status, fielding wave and survey completion time in seconds. (CC BY 4.0) Hernandez Encuentra, E., Bas Sarmiento, P., Fernandez Gutierrez, M., & Gonzalez Caballero, J. L. (2026). Digital health literacy among the Spanish population [Dataset]. figshare. | link |
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| hernandezencuentra_2026_ehlq | Digital health literacy on the eHealth Literacy Questionnaire (eHLQ), 35 items on a 1-4 agreement scale, answered in Spanish by 400 adults in a panel survey of the Spanish population. Covariates are gender, age, age band, province, municipality size, region, self-described technology use, self-rated health, two education measures, employment, socioeconomic status, fielding wave and survey completion time in seconds. (CC BY 4.0) Hernandez Encuentra, E., Bas Sarmiento, P., Fernandez Gutierrez, M., & Gonzalez Caballero, J. L. (2026). Digital health literacy among the Spanish population [Dataset]. figshare. | link |
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| hernandezmantilla_2024_cfni | Conformity to Feminine Norms Inventory (CFNI-84), 84 items on a 0-3 scale, female Ecuadorian undergraduates. 65,688 responses from 782 respondents on 84 items. (CC BY 4.0) Hernandez Mantilla, G. E., Sancerni Beitia, M. D., & Cortes Tomas, M. T. (2024). Data base: Influence of Gender on Binge Drinking among Female Ecuadorian Undergraduates -- Masculine and Feminine Norms [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13997042 | link |
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| hernandezmantilla_2024_cmni | Conformity to Masculine Norms Inventory, 97 item labels on a 0-3 scale, female Ecuadorian undergraduates; items 21, 35 and 46 appear as separate Hombre_/Mujer_ wordings because they were administered in two gendered forms. 73,713 responses from 782 respondents on 97 items. (CC BY 4.0) Hernandez Mantilla, G. E., Sancerni Beitia, M. D., & Cortes Tomas, M. T. (2024). Data base: Influence of Gender on Binge Drinking among Female Ecuadorian Undergraduates -- Masculine and Feminine Norms [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13997042 | link |
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| herrera_2018_attitudes_homeless | 8-item attitudes-toward-the-homeless scale (Study 2 only) (CC BY 4.0) Herrera F, Bailenson J, Weisz E, Ogle E, Zaki J (2018). Building long-term empathy: A large-scale comparison of traditional and virtual reality perspective-taking. PLOS ONE, 13(10), e0204494. https://doi.org/10.1371/journal.pone.0204494 | link |
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| herrera_2018_beliefs_about_empathy | 12-item Beliefs about Empathy Scale- combined across 2 studies (confirmed identical administration; ids offset per study) (CC BY 4.0) Herrera F, Bailenson J, Weisz E, Ogle E, Zaki J (2018). Building long-term empathy: A large-scale comparison of traditional and virtual reality perspective-taking. PLOS ONE, 13(10), e0204494. https://doi.org/10.1371/journal.pone.0204494 | link |
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| herrera_2018_iri | 21-item Interpersonal Reactivity Index (Empathic Concern/Perspective Taking/Personal Distress subscales)- combined across 2 studies (confirmed identical administration; ids offset per study) (CC BY 4.0) Herrera F, Bailenson J, Weisz E, Ogle E, Zaki J (2018). Building long-term empathy: A large-scale comparison of traditional and virtual reality perspective-taking. PLOS ONE, 13(10), e0204494. https://doi.org/10.1371/journal.pone.0204494 | link |
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| herrera_2018_se_d_items | 8 additional SE/D items not matched to a named instrument in the text (Study 2 only) (CC BY 4.0) Herrera F, Bailenson J, Weisz E, Ogle E, Zaki J (2018). Building long-term empathy: A large-scale comparison of traditional and virtual reality perspective-taking. PLOS ONE, 13(10), e0204494. https://doi.org/10.1371/journal.pone.0204494 | link |
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| herreromontes_2022_audit | Alcohol Use Disorders Identification Test (AUDIT, 10 items; items 1-8 0-4, items 9-10 0/2/4) from 142 Spanish university students (CC BY 4.0) Herrero-Montes, M., Alonso-Blanco, C., Paz-Zulueta, M., Pellico-Lopez, A., Ruiz-Azcona, L., Sarabia-Cobo, C., Boixadera-Planas, E., & Paras-Bravo, P. (2022). Excessive alcohol consumption and binge drinking in college students. PeerJ, 10, e13368. | link |
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| heryanda_2025_gamification_features | Perceptions of gamification features in digital-banking apps: rewards REW1-4, levels LEV1-4, points PNT1-4; 12 items (1-5); N = 415 Indonesian app users; no covariates. (CC BY 4.0) Heryanda, O., Wafa, R., & Azhari, S. (2025). Research Questionnaire [digital banking gamification survey data]. Mendeley Data. https://doi.org/10.17632/mkd998xj9j | link |
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| heryanda_2025_psychological_needs | Autonomy AUT1-4, competence COMP1-4 and relatedness REL1-4 in digital-banking use; 12 items (1-5); N = 415 Indonesian app users; no covariates. (CC BY 4.0) Heryanda, O., Wafa, R., & Azhari, S. (2025). Research Questionnaire [digital banking gamification survey data]. Mendeley Data. https://doi.org/10.17632/mkd998xj9j | link |
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| heryanda_2025_usage_outcomes | Motivation MOT1-4, satisfaction SAT1-4, confirmation CON1-4, usefulness USE1-4 and continuance intention CI1-4; 20 items (1-5); N = 415 Indonesian app users; no covariates. (CC BY 4.0) Heryanda, O., Wafa, R., & Azhari, S. (2025). Research Questionnaire [digital banking gamification survey data]. Mendeley Data. https://doi.org/10.17632/mkd998xj9j | link |
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| hewei_2022_msva_purchase | Mobile short-video-app (MSVA) clothing purchase intention survey; 14 items 1-5 scale; N=752 (CC BY 4.0) Hewei T. (2022). Factors affecting clothing purchase intention in mobile short video app: Mediation of perceived value and immersion experience. PLOS ONE. https://doi.org/10.1371/journal.pone.0273968 | link |
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| hexaco_ashton_2014_a | HEXACO Personality Inventory: Agreeableness (A) Facets (CC BY 4.0) Ashton, M. C., Lee, K., & Goldberg, L. R. (2007). The IPIP–HEXACO scales: An alternative, public-domain measure of the personality constructs in the HEXACO model. Personality and Individual Differences, 42, 1515-1526. | link |
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| hexaco_ashton_2014_c | HEXACO Personality Inventory: Conscientiousness (C) Facets (CC BY 4.0) Ashton, M. C., Lee, K., & Goldberg, L. R. (2007). The IPIP–HEXACO scales: An alternative, public-domain measure of the personality constructs in the HEXACO model. Personality and Individual Differences, 42, 1515-1526. | link |
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| hexaco_ashton_2014_e | HEXACO Personality Inventory: Emotionality (E) Facets (CC BY 4.0) Ashton, M. C., Lee, K., & Goldberg, L. R. (2007). The IPIP–HEXACO scales: An alternative, public-domain measure of the personality constructs in the HEXACO model. Personality and Individual Differences, 42, 1515-1526. | link |
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| hexaco_ashton_2014_h | HEXACO Personality Inventory: Honesty-Humility (H) Facets (CC BY 4.0) Ashton, M. C., Lee, K., & Goldberg, L. R. (2007). The IPIP–HEXACO scales: An alternative, public-domain measure of the personality constructs in the HEXACO model. Personality and Individual Differences, 42, 1515-1526. | link |
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| hexaco_ashton_2014_o | HEXACO Personality Inventory: Openness to Experience (O) Facets (CC BY 4.0) Ashton, M. C., Lee, K., & Goldberg, L. R. (2007). The IPIP–HEXACO scales: An alternative, public-domain measure of the personality constructs in the HEXACO model. Personality and Individual Differences, 42, 1515-1526. | link |
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| hexaco_ashton_2014_x | HEXACO Personality Inventory: Extraversion (X) Facets (CC BY 4.0) Ashton, M. C., Lee, K., & Goldberg, L. R. (2007). The IPIP–HEXACO scales: An alternative, public-domain measure of the personality constructs in the HEXACO model. Personality and Individual Differences, 42, 1515-1526. | link |
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| hexaco_silvia_2025 | Item-level responses from the HEXACO-100 personality inventory, which measures six broad traits: Honesty–Humility, Emotionality, Extraversion, Agreeableness, Conscientiousness, and Openness to Experience. (CC BY 4.0) Silvia, Paul & Burnett, Meriel. (2025). Brief Assessment of the Triarchic Model of Psychopathy: Evaluating the Short TriPM Scales with Exploratory Graph Analysis and Item Response Theory. 10.31234/osf.io/uy9gb_v1. | link |
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| hicks_2020_bioveda | BioVEDA assessment (Biological Variation In Experimental Design And Analysis); 16 binary items; N=770 (CC BY 4.0) Hicks J., Dewey J., Brandvain Y., Schuchardt A. (2020). Development of the Biological Variation In Experimental Design And Analysis (BioVEDA) assessment. PLOS ONE. https://doi.org/10.1371/journal.pone.0236098 | link |
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| higashijima_2025_election_timing_2021 conjoint · source = "conj" |
Japanese respondents (March 2021, n=1,710) compared 5 pairs of hypothetical general-election scenarios varying remaining term, reason for dissolution, economic policy, pledge achievement, cabinet approval, surprise, economy and opposition coordination, choosing one. (CC0 1.0) Higashijima, M., Shimizu, N., Washida, H., & Yanai, Y. (2025). Partisan reactions to endogenous election timing: Evidence from conjoint experiments in Japan. Political Behavior. | link |
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| higashijima_2025_election_timing_2022 conjoint · source = "conj" |
Japanese respondents (January 2022, n=2,577) compared 8 pairs of hypothetical general-election scenarios varying remaining term, reason, economic policy, how the PM decided, cabinet approval, surprise, economy and opposition coordination, choosing one. (CC0 1.0) Higashijima, M., Shimizu, N., Washida, H., & Yanai, Y. (2025). Partisan reactions to endogenous election timing: Evidence from conjoint experiments in Japan. Political Behavior. | link |
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| higashijima_2026_muslim_immigrants conjoint · source = "conj" |
Adults in Kazakhstan (interviewer-administered, Jan-Feb 2021, n=3,000) compared two hypothetical immigrants on 10 attributes (education, gender, ethnicity, language, reason, profession, experience, religion, intended stay, legal status); 3 pairs each, forced choice plus two 1-7 ratings of each immigrant. (CC0 1.0) Higashijima, M., Igarashi, A., & Woo, Y. (2026). Do Muslim citizens welcome fundamentalist Muslim immigrants? Evidence from a conjoint experiment in Kazakhstan. Political Behavior. | link |
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| hillenbrand_2025_asylum_reform conjoint · source = "conj" |
Paired conjoint: 2,211 German adults (TGM panel, December 2024) made 7 choices between refugee-policy packages varying admission policy (third-country transfer and resettlement), refugee selection criteria, partner-country conditions and welfare access, and rated each package 1-7; respondents had first been assigned one of three framing primes. (CC0 1.0) Hillenbrand, T. (2025). Reforms welcome? Evidence on the nature of asylum backlash and orderly admissions as a remedy (UNU-MERIT Working Paper 2025-026). UNU-MERIT. | link |
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| hilverda_2024_burnout | Academic burnout (exhaustion), 5 items on a 0-6 scale, answered by 680 students at Dutch universities at three points during the 2020-21 remote-teaching year. Covariates: cov_age, cov_university, cov_study_year, cov_phase, cov_study_field, cov_gender, cov_migration_background, cov_first_generation, cov_living_situation. (CC BY 4.0) Hilverda, F., Vollmann, M., & Scheepers, R. A. (2024). Study delay during emergency remote teaching among students at Dutch universities: The role of education satisfaction and academic wellbeing [Dataset]. DataverseNL. | link |
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| hilverda_2024_engagement | Academic engagement, 3 items on a 0-6 scale, answered by 680 students at Dutch universities at three points during the 2020-21 remote-teaching year. Covariates: cov_age, cov_university, cov_study_year, cov_phase, cov_study_field, cov_gender, cov_migration_background, cov_first_generation, cov_living_situation. (CC BY 4.0) Hilverda, F., Vollmann, M., & Scheepers, R. A. (2024). Study delay during emergency remote teaching among students at Dutch universities: The role of education satisfaction and academic wellbeing [Dataset]. DataverseNL. | link |
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| himmelstein-admc_raw-2025 | This dataset measures trial-level decision-making responses on the Adult Decision-Making Competence (ADMC) battery, including Resistance to Framing, Deliberation/Reflection, and Risk Perception. (CC BY 4.0) Himmelstein, Mark, Sophie Ma Zhu, Nikolay Petrov, Ezra Karger, Jessica Helmer, Sivan Livnat, Amory Bennett, Page Hedley, and Phil Tetlock. “The Forecasting Proficiency Test: A General Use Assessment of Forecasting Ability”. PsyArXiv, November 23, 2025. doi:10.31234/osf.io/a7kdx_v8. | link |
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| himmelstein-berlin_numeracy-2025 | This dataset measures numeracy with the Berlin Numeracy Test. (CC BY 4.0) Himmelstein, Mark, Sophie Ma Zhu, Nikolay Petrov, Ezra Karger, Jessica Helmer, Sivan Livnat, Amory Bennett, Page Hedley, and Phil Tetlock. “The Forecasting Proficiency Test: A General Use Assessment of Forecasting Ability”. PsyArXiv, November 23, 2025. doi:10.31234/osf.io/a7kdx_v8. | link |
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| himmelstein-berlin_numeracy-2025_nom nominal · source = "nom" |
This dataset measures numeracy with the Berlin Numeracy Test. (CC BY 4.0) Himmelstein, Mark, Sophie Ma Zhu, Nikolay Petrov, Ezra Karger, Jessica Helmer, Sivan Livnat, Amory Bennett, Page Hedley, and Phil Tetlock. “The Forecasting Proficiency Test: A General Use Assessment of Forecasting Ability”. PsyArXiv, November 23, 2025. doi:10.31234/osf.io/a7kdx_v8. | link |
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| himmelstein-cognitive_reflection-2025 | This dataset measures the tendency to override intuitive answers using the 7-item Cognitive Reflection Test (CRT). (CC BY 4.0) Himmelstein, Mark, Sophie Ma Zhu, Nikolay Petrov, Ezra Karger, Jessica Helmer, Sivan Livnat, Amory Bennett, Page Hedley, and Phil Tetlock. “The Forecasting Proficiency Test: A General Use Assessment of Forecasting Ability”. PsyArXiv, November 23, 2025. doi:10.31234/osf.io/a7kdx_v8. | link |
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| himmelstein-impossible_question-2025 | This dataset measures performance on a mix of general-knowledge and impossible. (CC BY 4.0) Himmelstein, Mark, Sophie Ma Zhu, Nikolay Petrov, Ezra Karger, Jessica Helmer, Sivan Livnat, Amory Bennett, Page Hedley, and Phil Tetlock. “The Forecasting Proficiency Test: A General Use Assessment of Forecasting Ability”. PsyArXiv, November 23, 2025. doi:10.31234/osf.io/a7kdx_v8. | link |
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| himmelstein-number_series-2025 | This dataset measures accuracy on a number-series task where participants identify the next number in the sequence. (CC BY 4.0) Himmelstein, Mark, Sophie Ma Zhu, Nikolay Petrov, Ezra Karger, Jessica Helmer, Sivan Livnat, Amory Bennett, Page Hedley, and Phil Tetlock. “The Forecasting Proficiency Test: A General Use Assessment of Forecasting Ability”. PsyArXiv, November 23, 2025. doi:10.31234/osf.io/a7kdx_v8. | link |
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| himmelstein-shipley_abstraction-2025 | This dataset measures abstract reasoning with the Shipley Institute of Living Scale. (CC BY 4.0) Himmelstein, Mark, Sophie Ma Zhu, Nikolay Petrov, Ezra Karger, Jessica Helmer, Sivan Livnat, Amory Bennett, Page Hedley, and Phil Tetlock. “The Forecasting Proficiency Test: A General Use Assessment of Forecasting Ability”. PsyArXiv, November 23, 2025. doi:10.31234/osf.io/a7kdx_v8. | link |
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| himmelstein-shipley_vocabulary-2025 | This dataset measures vocabulary with the Shipley Institute of Living Scale. (CC BY 4.0) Himmelstein, Mark, Sophie Ma Zhu, Nikolay Petrov, Ezra Karger, Jessica Helmer, Sivan Livnat, Amory Bennett, Page Hedley, and Phil Tetlock. “The Forecasting Proficiency Test: A General Use Assessment of Forecasting Ability”. PsyArXiv, November 23, 2025. doi:10.31234/osf.io/a7kdx_v8. | link |
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| hirwa_2024_antibiotic_attitudes | Attitudes toward antibiotic use and antimicrobial resistance among cattle farmers in Rwanda; N=441, 9 items, 0-2 scale (CC BY 4.0) Hirwa, E.; Mujawamariya, G.; Shimelash, N.; Shyaka, A. (2024). Evaluation of cattle farmers' knowledge, attitudes, and practices regarding antimicrobial use and antimicrobial resistance in Rwanda. PLOS ONE. DOI: 10.1371/journal.pone.0300742 | link |
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| hissink_2025_affective_adapt | The Adaptability Scale, affective adaptability: 4 items on a 1-5 agreement scale, answered by 500 Dutch higher-education students at two waves. Covariates: none. (CC BY 4.0) Hissink, E., de Laat, T., van der Schaaf, M., & Peters, M. (2025). Vragenlijst meetinstrumenten Adapt at work [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| hissink_2025_behavioral_adapt | The Adaptability Scale, behavioural adaptability: 3 items on a 1-5 agreement scale, answered by 500 Dutch higher-education students at two waves. Covariates: none. (CC BY 4.0) Hissink, E., de Laat, T., van der Schaaf, M., & Peters, M. (2025). Vragenlijst meetinstrumenten Adapt at work [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| hissink_2025_cognitive_adapt | The Adaptability Scale, cognitive adaptability: 3 items on a 1-5 agreement scale, answered by 500 Dutch higher-education students at two waves. Covariates: none. (CC BY 4.0) Hissink, E., de Laat, T., van der Schaaf, M., & Peters, M. (2025). Vragenlijst meetinstrumenten Adapt at work [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| hissink_2025_crisis_situations | D-ADAPT, handling crisis situations: 5 items on a 1-5 scale, answered by 517 Dutch higher-education students at two waves. Covariates: none. (CC BY 4.0) Hissink, E., de Laat, T., van der Schaaf, M., & Peters, M. (2025). Vragenlijst meetinstrumenten Adapt at work [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| hissink_2025_cultural_situations | D-ADAPT, culturally demanding situations: 5 items on a 1-5 scale, answered by 511 Dutch higher-education students at two waves. Covariates: none. (CC BY 4.0) Hissink, E., de Laat, T., van der Schaaf, M., & Peters, M. (2025). Vragenlijst meetinstrumenten Adapt at work [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| hissink_2025_interpersonal | D-ADAPT, interpersonal interaction: 5 items on a 1-5 scale, answered by 509 Dutch higher-education students at two waves. Covariates: none. (CC BY 4.0) Hissink, E., de Laat, T., van der Schaaf, M., & Peters, M. (2025). Vragenlijst meetinstrumenten Adapt at work [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| hissink_2025_physical_demands | D-ADAPT, physically demanding circumstances: 6 items on a 1-5 scale, answered by 496 Dutch higher-education students at two waves. Covariates: none. (CC BY 4.0) Hissink, E., de Laat, T., van der Schaaf, M., & Peters, M. (2025). Vragenlijst meetinstrumenten Adapt at work [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| hissink_2025_problem_solving | D-ADAPT, solving difficult problems: 5 items on a 1-5 scale, answered by 525 Dutch higher-education students at two waves. Covariates: none. (CC BY 4.0) Hissink, E., de Laat, T., van der Schaaf, M., & Peters, M. (2025). Vragenlijst meetinstrumenten Adapt at work [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| hissink_2025_work_stress | D-ADAPT, handling work stress: 5 items on a 1-5 scale, answered by 508 Dutch higher-education students at two waves. Covariates: none. (CC BY 4.0) Hissink, E., de Laat, T., van der Schaaf, M., & Peters, M. (2025). Vragenlijst meetinstrumenten Adapt at work [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| hitlan_2025_celebrity_attitude | Celebrity attitude items, 8 items, 1-5; N = 246 US undergraduates; cov_age, cov_sex, cov_gender, cov_ethnicity, cov_relationship_status, cov_location. (CC0 1.0) Hitlan, R. (2025). Replication Data for: Dark Triad 2025 (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/E9WMPW | link |
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| hitlan_2025_ders16 | Difficulties in Emotion Regulation Scale, 16-item (DERS-16), 1-5; N = 245 US undergraduates; cov_age, cov_sex, cov_gender, cov_ethnicity, cov_relationship_status, cov_location. (CC0 1.0) Hitlan, R. (2025). Replication Data for: Dark Triad 2025 (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/E9WMPW | link |
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| hitlan_2025_dirty_dozen | Dirty Dozen Dark Triad, 12 items, 1-9; N = 245 US undergraduates; cov_age, cov_sex, cov_gender, cov_ethnicity, cov_relationship_status, cov_location. (CC0 1.0) Hitlan, R. (2025). Replication Data for: Dark Triad 2025 (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/E9WMPW | link |
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| hlado_2025_burnout | Burnout, 14 items, 1-7, two waves; 613 Czech primary and lower-secondary teachers; cov_gender, cov_age, cov_years_practice, cov_job_position, cov_class_teacher, cov_mentor_teacher, cov_caring. (CC0 1.0) Dataset for the Study "What predicts changes in perceived teacher work ability?" (2025). Harvard Dataverse. https://doi.org/10.7910/DVN/WABYKR (authors anonymised on the record; contact Petr Hlado, Masaryk University). | link |
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| hlado_2025_copsoq | Copenhagen Psychosocial Questionnaire scales (influence, quantitative/cognitive/emotional demands, sense of community, supervisor and colleague support, work-life conflict), 28 items, 1-5, two waves; 613 Czech primary and lower-secondary teachers; cov_gender, cov_age, cov_years_practice, cov_job_position, cov_class_teacher, cov_mentor_teacher, cov_caring. (CC0 1.0) Dataset for the Study "What predicts changes in perceived teacher work ability?" (2025). Harvard Dataverse. https://doi.org/10.7910/DVN/WABYKR (authors anonymised on the record; contact Petr Hlado, Masaryk University). | link |
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| hlado_2025_job_insecurity | Job insecurity, 2 items, 1-5, wave 1 only; 613 Czech primary and lower-secondary teachers; cov_gender, cov_age, cov_years_practice, cov_job_position, cov_class_teacher, cov_mentor_teacher, cov_caring. (CC0 1.0) Dataset for the Study "What predicts changes in perceived teacher work ability?" (2025). Harvard Dataverse. https://doi.org/10.7910/DVN/WABYKR (authors anonymised on the record; contact Petr Hlado, Masaryk University). | link |
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| hlado_2025_locus_of_control | Locus of control, 8 items, 1-6, wave 1 only; 613 Czech primary and lower-secondary teachers; cov_gender, cov_age, cov_years_practice, cov_job_position, cov_class_teacher, cov_mentor_teacher, cov_caring. (CC0 1.0) Dataset for the Study "What predicts changes in perceived teacher work ability?" (2025). Harvard Dataverse. https://doi.org/10.7910/DVN/WABYKR (authors anonymised on the record; contact Petr Hlado, Masaryk University). | link |
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| hlado_2025_ptwa | Perceived teacher work ability (PTWA), 21 items (subscales TO, IM, N-TR, T-SI, NDS per the headers), 1-7, two waves (2023, 2024); 613 Czech primary and lower-secondary teachers; cov_gender, cov_age, cov_years_practice, cov_job_position, cov_class_teacher, cov_mentor_teacher, cov_caring. (CC0 1.0) Dataset for the Study "What predicts changes in perceived teacher work ability?" (2025). Harvard Dataverse. https://doi.org/10.7910/DVN/WABYKR (authors anonymised on the record; contact Petr Hlado, Masaryk University). | link |
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| hlado_2025_self_efficacy | Teacher self-efficacy, 12 items, 1-9, two waves; 613 Czech primary and lower-secondary teachers; cov_gender, cov_age, cov_years_practice, cov_job_position, cov_class_teacher, cov_mentor_teacher, cov_caring. (CC0 1.0) Dataset for the Study "What predicts changes in perceived teacher work ability?" (2025). Harvard Dataverse. https://doi.org/10.7910/DVN/WABYKR (authors anonymised on the record; contact Petr Hlado, Masaryk University). | link |
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| hlado_2025_turnover | Turnover intention, 3 items, 1-6, two waves; 613 Czech primary and lower-secondary teachers; cov_gender, cov_age, cov_years_practice, cov_job_position, cov_class_teacher, cov_mentor_teacher, cov_caring. (CC0 1.0) Dataset for the Study "What predicts changes in perceived teacher work ability?" (2025). Harvard Dataverse. https://doi.org/10.7910/DVN/WABYKR (authors anonymised on the record; contact Petr Hlado, Masaryk University). | link |
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| hlado_2025_work_engagement | Work engagement, 3 items, 1-5, two waves; 613 Czech primary and lower-secondary teachers; cov_gender, cov_age, cov_years_practice, cov_job_position, cov_class_teacher, cov_mentor_teacher, cov_caring. (CC0 1.0) Dataset for the Study "What predicts changes in perceived teacher work ability?" (2025). Harvard Dataverse. https://doi.org/10.7910/DVN/WABYKR (authors anonymised on the record; contact Petr Hlado, Masaryk University). | link |
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| hlado_2025b_burnout | Teacher burnout, 14 items (1-7) at two waves one year apart (wave 1 n = 853, wave 2 n = 481); cov_gender, cov_age, cov_years_practice, cov_job_position. (CC0 1.0) Hlaďo, P., Lintner, T., & Juhaňák, L. (2025). Bidirectional Relationship Between Perceived Work Ability and Burnout [data and R code]. Harvard Dataverse. https://doi.org/10.7910/DVN/8RGHK6 | link |
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| hlado_2025b_twas | Teacher Work Ability Scale (TWAS), 21 items (1-7) at two waves one year apart (wave 1 n = 853, wave 2 n = 481); cov_gender, cov_age, cov_years_practice, cov_job_position. (CC0 1.0) Hlaďo, P., Lintner, T., & Juhaňák, L. (2025). Bidirectional Relationship Between Perceived Work Ability and Burnout [data and R code]. Harvard Dataverse. https://doi.org/10.7910/DVN/8RGHK6 | link |
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| hmcdm_learning_sim simulated · source = "sim" |
Simulated longitudinal skill growth (higher-order hidden Markov cognitive diagnosis model): 1,000 persons x 50 DINA items over 5 waves (10 items per wave, counterbalanced blocks, 4 skills). True learning ability and per-wave skill mastery in cov_true_*, true slip/guess in itemcov_true_*, Q-matrix in qmatrix1-4. (CC0 1.0) Wang, S., Yang, Y., Culpepper, S. A., & Douglas, J. A. (2018). Tracking skill acquisition with cognitive diagnosis models: A higher-order, hidden Markov model with covariates. Journal of Educational and Behavioral Statistics, 43(1), 57-87. Generated with hmcdm::sim_alphas and sim_hmcdm (hmcdm R package, version 2.1.3). | link |
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| hmcdm_spatialreasoning | Data from a spatial reasoning task (fifth wave of data collection) (GPL-3.0) Zhang S, Wang S, Chen Y, Kwon S (2023). _hmcdm: Hidden Markov Cognitive Diagnosis Models for Learning_. R package version 2.1.1, < cran.r-project.org package="hmcdm">. | link |
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| hoai_2026_academic_achievement | Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. IRW table hoai_2026_academic_achievement: 580 respondents x 4 items, 2320 responses. (CC BY 4.0) hoai, l.; Le, H.; Pham, T. (2026). Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. Mendeley Data, V1. | link |
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| hoai_2026_cognitive_presence | Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. IRW table hoai_2026_cognitive_presence: 580 respondents x 4 items, 2320 responses. (CC BY 4.0) hoai, l.; Le, H.; Pham, T. (2026). Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. Mendeley Data, V1. | link |
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| hoai_2026_instructional_design_quality | Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. IRW table hoai_2026_instructional_design_quality: 580 respondents x 5 items, 2900 responses. (CC BY 4.0) hoai, l.; Le, H.; Pham, T. (2026). Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. Mendeley Data, V1. | link |
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| hoai_2026_learning_experience | Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. IRW table hoai_2026_learning_experience: 580 respondents x 4 items, 2320 responses. (CC BY 4.0) hoai, l.; Le, H.; Pham, T. (2026). Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. Mendeley Data, V1. | link |
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| hoai_2026_social_presence | Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. IRW table hoai_2026_social_presence: 580 respondents x 4 items, 2320 responses. (CC BY 4.0) hoai, l.; Le, H.; Pham, T. (2026). Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. Mendeley Data, V1. | link |
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| hoai_2026_student_engagement | Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. IRW table hoai_2026_student_engagement: 580 respondents x 4 items, 2320 responses. (CC BY 4.0) hoai, l.; Le, H.; Pham, T. (2026). Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. Mendeley Data, V1. | link |
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| hoai_2026_teaching_presence | Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. IRW table hoai_2026_teaching_presence: 580 respondents x 5 items, 2900 responses. (CC BY 4.0) hoai, l.; Le, H.; Pham, T. (2026). Survey data on students' learning experience, engagement, and academic achievement in blended learning courses in engineering-related universities in Vietnam. Mendeley Data, V1. | link |
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| hobolt_2021_brexit_bbc_dg conjoint · source = "conj" |
British online-panel respondents (2017, n = 1,635) chose, in 5 pairs, which of two hypothetical applicants they would prefer as the next Director General of the BBC; applicants varied in name, age, BBC experience, degree, 2017 party support, EU-referendum side and former occupation. (CC0 1.0) Hobolt, S. B., Leeper, T. J., & Tilley, J. (2021). Divided by the vote: Affective polarization in the wake of the Brexit referendum. British Journal of Political Science, 51(4), 1476-1493. | link |
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| hobolt_2021_brexit_lodger conjoint · source = "conj" |
British online-panel respondents (2017, n = 1,669) chose, in 5 pairs, which of two hypothetical lodgers they would prefer; lodgers varied in name, age, occupation, volunteering, 2017 vote, EU-referendum vote and hobby. (CC0 1.0) Hobolt, S. B., Leeper, T. J., & Tilley, J. (2021). Divided by the vote: Affective polarization in the wake of the Brexit referendum. British Journal of Political Science, 51(4), 1476-1493. | link |
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| hobolt_2022_brexit_negotiations conjoint · source = "conj" |
British YouGov panel respondents (April 2017, n = 3,293) compared 5 pairs of possible Brexit negotiation outcomes varying on immigration, citizens' rights, trade, EU law, budget contributions, one-off payment, Irish border checks and timing; choice plus per-outcome acceptability, whether each respects the referendum result, and likelihood of the chosen outcome. (CC0 1.0) Hobolt, S. B., Tilley, J., & Leeper, T. J. (2022). Policy preferences and policy legitimacy after referendums: Evidence from the Brexit negotiations. Political Behavior, 44(2), 839-858. | link |
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| hobolt_2024_authoritarian_reactions conjoint · source = "conj" |
English adults (Deltapoll, February 2021; 4,012 respondents) chose between and rated 5 pairs of hypothetical parliamentary candidates, each involved in a controversy (authoritarian rhetoric or another misdemeanour), varying how and by whom other MPs reacted, gender, party and ministerial experience. (CC0 1.0) Hobolt, S. B., & Osnabrügge, M. (2024). Countering authoritarian behavior in democracies. Political Behavior, 47(2), 781-800. | link |
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| hochsteiner_2026_sustainability_relevance | Perceived relevance of 27 campus environmental-sustainability indicators, 1-5. 291 respondents x 27 items = 7857 responses. (CC0 1.0) Hochsteiner, P., Tezza, R., & de Borba, E. H. (2026). Assessing the perceived relevance of environmental sustainability indicators in smart campuses [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/FCNTSN | link |
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| hocine_2016_psychosocial_stressors | Stimulus 58-item psychosocial stressors (psychosocial risk at work) questionnaire, administered in French to 10,000 French employees during a routine occupational-physician interview, 2011-2012. Items nsp01-nsp58 on a 6-point agreement scale, 0 (strongly disagree) to 5 (strongly agree); resp=0 is the documented bottom anchor, not a missing code, and the file has no missing cells. The 58 items belong to five blocks (work context, job control, relationships at work, type of performed tasks, recognition) which the column names do not encode, so no block covariate is written. The 10,000 respondents are a simple random sample drawn from several hundred thousand records; the exact round number is the sampling design, not simulation. (CC BY 4.0) Hocine MN, Ait Bouziad K, Legeron P, Dab W, Saporta G (2016). How to Identify and Prioritize Psychosocial Factors Impacting Stress Level. PLOS ONE 11(6): e0157078. | link |
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| hoellerbauer_2023_civil_society_orgs conjoint · source = "conj" |
Market vendors in Malawi (face-to-face survey in 128 markets, n=2,527 with answers) compared 2 pairs of hypothetical civil society organizations varying where they were founded, the leader's former profession, funding source and party affiliation; they chose whose meetings they would attend and answered a second (scandal) question about the same pairs. (CC0 1.0) Hoellerbauer, S. (2023). Why join? How civil society organizations' attributes signal congruence and impact community engagement. Journal of Experimental Political Science, 10(1), 88-99. | link |
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| hoffmann_2025_immigrant_sexuality conjoint · source = "conj" |
Immigrant-admission conjoint: 1,621 US adults (Prolific, June 2023) each compared 4 pairs of described immigrants varying gender, sexuality, country wealth, skill, English, religion and reason for migrating; outcomes are which to admit, which shares US values, and 1-7 ratings of both. (CC0 1.0) Hoffmann, N. I., & Velasco, K. (2025). How sexuality affects evaluations of immigrant deservingness and cultural similarity: A conjoint survey experiment. Public Opinion Quarterly, 89(4), 1138-1153. | link |
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| hofmann_2017_hope_symptoms | HOPE (Hospice and Palliative Care Evaluation) symptom and problem checklist: 15 items (pain, nausea, vomiting, dyspnea, constipation, weakness, loss of appetite, tiredness, wound care, assistance with ADL, organization of care, feeling depressed, anxiety, tension, disorientation/confusion) rated 0 none, 1 mild, 2 moderate, 3 severe at admission BY THE CARE TEAM (rater = care_team). 9,924 adult patients admitted to German palliative care services 2007-2011. THE DEPOSIT'S VALUE LABELS CALL 0 'NO DATA', which cannot be right for a 0-3 column: the paper dichotomises these scores as none/mild vs moderate/severe, every item has a separate NaN state, and 0 is the modal value on rare symptoms; 0 ships as 'none'. Covariates: gender, age, ECOG performance status, living situation, service type, cancer vs non-cancer, brain tumour, nursing-care level. (CC BY 4.0) Hofmann S, Hess S, Klein C, Lindena G, Radbruch L, Ostgathe C (2017). Patients in palliative care - Development of a predictive model for anxiety using routine data. PLOS ONE 12(8): e0179415. | link |
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| hohn_2024_library_agreement | Five agreement statements about a research library's resource discovery system (1 = I disagree to 4 = I agree), answered by 105 researchers at the Max Planck Institute for Evolutionary Anthropology. Item text is shipped, parsed from the survey platform's own column headers. The survey's fifth option, I don't know, is dropped rather than placed on the agreement scale. The deposit's 13-item resource-relevance battery is NOT shipped: 378 responses over 90 ids with per-item n from 15 to 70, because 35-90 of the 105 respondents had never used each resource. (CC BY 4.0) Hohn, A. (2024). answered questionnaire to Bachelor Thesis on the Max Planck Institute for Evolutionary Anthropology library resource discovery system [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.13269659 | link |
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| holden_2026_bsri | Bem Sex-Role Inventory (BSRI) 20-item short form, self-rating trait items, 1-7 Likert; N=695 (CC0 1.0) Holden C.T. (2026). Replication Data for: Streamlining measurements of gendered personality: integrating the Bem Sex-role inventory into national surveys. Harvard Dataverse. | link |
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| holland_2024_migrants_col conjoint · source = "conj" |
Colombian adults in Cali and Cúcuta (face-to-face, 2019; n=1,003) chose which of two hypothetical migrant profiles (origin, gender, race, skill, employment prospects, reason for leaving, partisanship) they would prefer to stay in their city and receive housing and employment assistance, 5 pairs each. (CC0 1.0) Holland, A. C., Peters, M. E., & Zhou, Y.-Y. (2024). Left out: How political ideology affects support for migrants in Colombia. The Journal of Politics, 86(4), 1291-1303. | link |
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| holland_2024_migrants_ven conjoint · source = "conj" |
Venezuelan migrants in Cali and Cúcuta (face-to-face, 2019; n=1,608) chose which of two hypothetical migrant profiles (origin, gender, race, skill, employment prospects, reason for leaving, partisanship) they would prefer to stay in their city and receive housing and employment assistance, 5 pairs each. (CC0 1.0) Holland, A. C., Peters, M. E., & Zhou, Y.-Y. (2024). Left out: How political ideology affects support for migrants in Colombia. The Journal of Politics, 86(4), 1291-1303. | link |
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| hollibaugh_2024_ambition_reasons | Reasons more or less likely to run for office, 12 items. National sample, 1,548 adults. Covariate: gender. (CC0 1.0) Hollibaugh, Gary; Miles, Matthew; Hassell, Hans (2024). Replication Data for: Seeking the Public Good: Public Service Motivation and Political Ambition [dataset]. Harvard Dataverse. | link |
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| holliday_2026_policy_municipal conjoint · source = "conj" |
3,027 US respondents (2022 wave (Lucid)) each chose between two candidates in 10 tasks (House vs city council candidates, party labels shown to a random half (trial_show_party)); each candidate took affirmative or negated positions on 4 policies drawn from 10 national and 9 municipal policies. Outcome is the preferred candidate. (CC0 1.0) Holliday, D. E., & Rudkin, A. (2026). DC on my mind: Voter evaluations of nationalized policy positions in state and local elections. The Journal of Politics. | link |
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| holliday_2026_policy_state_2021 conjoint · source = "conj" |
1,377 US respondents (2021 pilot wave (Lucid)) each chose between two candidates in 10 tasks (House vs state assembly candidates, no party labels); each candidate took affirmative or negated positions on 4 policies drawn from 10 national and 10 state policies. Outcome is the preferred candidate. (CC0 1.0) Holliday, D. E., & Rudkin, A. (2026). DC on my mind: Voter evaluations of nationalized policy positions in state and local elections. The Journal of Politics. | link |
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| holliday_2026_policy_state_2022 conjoint · source = "conj" |
1,537 US respondents (2022 wave (Lucid)) each chose between two candidates in 10 tasks (House vs state assembly candidates, each with a party label); each candidate took affirmative or negated positions on 4 policies drawn from 10 national and 10 state policies. Outcome is the preferred candidate. (CC0 1.0) Holliday, D. E., & Rudkin, A. (2026). DC on my mind: Voter evaluations of nationalized policy positions in state and local elections. The Journal of Politics. | link |
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| holloway_2025_indigenous_candidates conjoint · source = "conj" |
Australian adults (n = 3,914) saw one photographed prospective candidate, randomly drawn from eight cells (Chinese-Australian, Indigenous dark-skinned, Indigenous light-skinned or White, each man or woman), and rated eight personality traits and attractiveness. (CC0 1.0) Holloway, J., McDonnell, D., & Evans, M. (2025). The inverted hierarchy: How public bias can favor potential Indigenous candidates. Perspectives on Politics. | link |
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| holtmaat_2026_climate_adaptation conjoint · source = "conj" |
Dutch online respondents compared five pairs of hypothetical overseas climate adaptation packages (recipient country, climate migrants accepted, climate aid, extreme weather, Dutch trade, net-zero year) and chose the one they support; 1,199 respondents. All six attributes are stored as the deposit's level codes (displayed text not mapped). (CC0 1.0) Holtmaat, E. A., Dolšak, N., & Prakash, A. (2026). In situ or ex situ overseas climate adaptation? Public support for immigration and climate aid in the Netherlands. European Political Science Review, 18(2), 235-255. | link |
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| holzknecht_2022_listening | English listening test, 30 items in four tasks (two multiple-choice tasks of 6 items, two note-form tasks of 9 items); each student heard two tasks once and two twice, 0/1; treat = 1 when the task was heard twice (answer after the second listening); N = 306 secondary-school students taking an English listening test; treat. (CC0 1.0) Holzknecht, F. (2022). Repeating the listening text: effects on student performance, metacognitive processing, and anxiety [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/WWN1TS | link |
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| hoorani_2022_child_help | 5-item binary 'child helps with X' checklist, Young Lives India adolescent cohort panel (CC BY 4.0) Hoorani BH, Krishnakumar J, Anand P (2022). Adolescent's time use and skills development: Do cognitive and non-cognitive skills differ?. PLOS ONE, 17(7), e0271374. https://doi.org/10.1371/journal.pone.0271374 | link |
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| hoorani_2022_epreas | 5-item importance-rating scale, Young Lives India adolescent cohort panel, both waves (CC BY 4.0) Hoorani BH, Krishnakumar J, Anand P (2022). Adolescent's time use and skills development: Do cognitive and non-cognitive skills differ?. PLOS ONE, 17(7), e0271374. https://doi.org/10.1371/journal.pone.0271374 | link |
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| hoorani_2022_nps | 4-item numeric scale (NPS), Young Lives India adolescent cohort panel, wave 1 only (CC BY 4.0) Hoorani BH, Krishnakumar J, Anand P (2022). Adolescent's time use and skills development: Do cognitive and non-cognitive skills differ?. PLOS ONE, 17(7), e0271374. https://doi.org/10.1371/journal.pone.0271374 | link |
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| hoorani_2022_ps | 4-item agreement scale (PS), Young Lives India adolescent cohort panel, wave 1 only (CC BY 4.0) Hoorani BH, Krishnakumar J, Anand P (2022). Adolescent's time use and skills development: Do cognitive and non-cognitive skills differ?. PLOS ONE, 17(7), e0271374. https://doi.org/10.1371/journal.pone.0271374 | link |
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| hoorani_2022_sp | 4-item agreement scale (SP, includes a 'more or less' middle option), Young Lives India adolescent cohort panel, wave 2 only (CC BY 4.0) Hoorani BH, Krishnakumar J, Anand P (2022). Adolescent's time use and skills development: Do cognitive and non-cognitive skills differ?. PLOS ONE, 17(7), e0271374. https://doi.org/10.1371/journal.pone.0271374 | link |
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| hooyberg_2023_coastal_activities | 32 activities during coastal visits (walking on the beach, cycling, ...), 1 never .. 5 always. 1,939 adults from the Flemish population, 2022 (VLIZ). Non-visitors in the previous year answered about their last visit (cov_visit_time). (CC BY 4.0) Hooyberg A, Roose H, Lonneville B, et al. (2023). Survey data linking coastal visit behaviours to socio-demographic and health profiles [Data set]. Flanders Marine Institute (VLIZ). https://doi.org/10.14284/625 | link |
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| hooyberg_2023_coastal_barriers | 18 reasons for not visiting the coast more often, 1 never .. 5 always. 1,939 adults from the Flemish population, 2022 (VLIZ). Non-visitors in the previous year answered about their last visit (cov_visit_time). (CC BY 4.0) Hooyberg A, Roose H, Lonneville B, et al. (2023). Survey data linking coastal visit behaviours to socio-demographic and health profiles [Data set]. Flanders Marine Institute (VLIZ). https://doi.org/10.14284/625 | link |
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| hooyberg_2023_coastal_company | 7 frequencies of visiting the coast alone or with partner, family, friends, ..., 1 never .. 5 always. 1,939 adults from the Flemish population, 2022 (VLIZ). Non-visitors in the previous year answered about their last visit (cov_visit_time). (CC BY 4.0) Hooyberg A, Roose H, Lonneville B, et al. (2023). Survey data linking coastal visit behaviours to socio-demographic and health profiles [Data set]. Flanders Marine Institute (VLIZ). https://doi.org/10.14284/625 | link |
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| hooyberg_2023_coastal_experiences | 27 experiences during coastal visits (fascination, peace of mind, anxiety, ...), 1 never .. 5 always. 1,939 adults from the Flemish population, 2022 (VLIZ). Non-visitors in the previous year answered about their last visit (cov_visit_time). (CC BY 4.0) Hooyberg A, Roose H, Lonneville B, et al. (2023). Survey data linking coastal visit behaviours to socio-demographic and health profiles [Data set]. Flanders Marine Institute (VLIZ). https://doi.org/10.14284/625 | link |
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| hooyberg_2023_sf36_mental_health | SF-36 vitality and mental-health items (9), 1-6, coded so that higher = better (as in the deposit's codebook). 1,939 adults from the Flemish population, 2022 (VLIZ). Non-visitors in the previous year answered about their last visit (cov_visit_time). (CC BY 4.0) Hooyberg A, Roose H, Lonneville B, et al. (2023). Survey data linking coastal visit behaviours to socio-demographic and health profiles [Data set]. Flanders Marine Institute (VLIZ). https://doi.org/10.14284/625 | link |
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| hori_2019_radiation_risk | Risk perception items regarding radiation exposure (21 items, 5-point), Japanese schoolteachers living around the Sendai Nuclear Power Plant after the Fukushima accident, N=550 (CC BY 4.0) Hori H, Orita M, Taira Y, Kudo T, Takamura N (2019). Risk perceptions regarding radiation exposure among Japanese schoolteachers living around the Sendai Nuclear Power Plant after the Fukushima accident. PLOS ONE, 14(3), e0212917. https://doi.org/10.1371/journal.pone.0212917 | link |
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| horiuchi_2018_japan_manifestos conjoint · source = "conj" |
Japanese adults (Research Now online panel, December 2014, before the House of Representatives election; 1,951 respondents) chose which of two hypothetical parties they would support over 5 pairs of manifestos built from the real parties' positions on 9 policy issues (consumption tax, employment, monetary/fiscal policy, growth strategy, nuclear restart, TPP, collective self-defense, constitutional revision, seat reduction). (CC0 1.0) Horiuchi, Y., Smith, D. M., & Yamamoto, T. (2018). Measuring voters' multidimensional policy preferences with conjoint analysis: Application to Japan's 2014 election. Political Analysis, 26(2), 190-209. | link |
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| horiuchi_2020_japan_politicians conjoint · source = "conj" |
Japanese adults (online panel, November 2015; n=2,200) chose between 10 pairs of hypothetical national legislators described by party, age, gender, terms, experience, hometown, education, prior occupation and parental political background, for one house (lower or upper) and both electoral tiers (district and PR, 5 tasks each); attribute text is the Japanese shown. (CC0 1.0) Horiuchi, Y., Smith, D. M., & Yamamoto, T. (2020). Identifying voter preferences for politicians' personal attributes: A conjoint experiment in Japan. Political Science Research and Methods, 8(1), 75-91. | link |
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| horiuchi_2022_sdb_candidates conjoint · source = "conj" |
2,209 US Prolific respondents (December 2020) each rated 10 pairs of hypothetical congressional candidates from their own party on a 7-point vote-likelihood scale; 8 attributes including a sexual-harassment scandal, under fully or partially randomized designs. (CC0 1.0) Horiuchi, Y., Markovich, Z., & Yamamoto, T. (2022). Does conjoint analysis mitigate social desirability bias? Political Analysis, 30(4), 535-549. | link |
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| horiuchi_2022_sdb_shoes conjoint · source = "conj" |
3,073 US MTurk respondents (December 2018) each rated 20 pairs of hypothetical athletic shoes described by 10 attributes including eco-friendly materials and gel cushioning, on a 7-point purchase-likelihood scale, under fully or partially randomized designs. (CC0 1.0) Horiuchi, Y., Markovich, Z., & Yamamoto, T. (2022). Does conjoint analysis mitigate social desirability bias? Political Analysis, 30(4), 535-549. | link |
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| horiuchi_2024_attachment | Attachment Disorder Assessment Scale-Revised (ADAS-R) items, 20 items, Survey 1 (CC BY 4.0) Horiuchi, A., Nishimura, T., Taniike, M., & Tachibana, M. (2024). Development of a rating scale for maladaptive symptoms by maltreatment: Perspectives of attachment and dissociation. PLOS ONE. https://doi.org/10.1371/journal.pone.0298214 | link |
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| horiuchi_2024_dissociation | Child Dissociative Checklist (CDC), 20 items, Survey 1 (same respondents as horiuchi_2024_attachment) (CC BY 4.0) Horiuchi, A., Nishimura, T., Taniike, M., & Tachibana, M. (2024). Development of a rating scale for maladaptive symptoms by maltreatment: Perspectives of attachment and dissociation. PLOS ONE. https://doi.org/10.1371/journal.pone.0298214 | link |
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| horiuchi_2024_f35 conjoint · source = "conj" |
Japanese adults (national online sample of 3,199 plus an Okinawa oversample, 4,268 respondents in all) chose which of two plans to deploy F-35 fighters in Japan they supported, over 8 pairs (the 8th repeats the 1st) varying the air base, operating force, soundproofing subsidy, regional incentives and night training. Forced choice. (CC0 1.0) Horiuchi, Y., & Tago, A. (2024). U.S. military should not be in my backyard: Conjoint experiments in Japan. Journal of Conflict Resolution, 68(9), 1798-1824. | link |
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| horiuchi_2024_osprey conjoint · source = "conj" |
Japanese adults (national online sample of 1,002 plus an Okinawa oversample of 387) chose which of two plans to deploy MV-22 Osprey aircraft in Japan they supported, over 10 pairs varying the host camp, operating force (US military / Self-Defense Forces), regional incentives, force size, night training and training range. Forced choice. (CC0 1.0) Horiuchi, Y., & Tago, A. (2024). U.S. military should not be in my backyard: Conjoint experiments in Japan. Journal of Conflict Resolution, 68(9), 1798-1824. | link |
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| horiuchi_2024_rsmsm | Rating Scale for Maladaptive Symptoms due to Maltreatment (RS-MSM), 20 items, Survey 2 (separate sample from horiuchi_2024_attachment/_dissociation) (CC BY 4.0) Horiuchi, A., Nishimura, T., Taniike, M., & Tachibana, M. (2024). Development of a rating scale for maladaptive symptoms by maltreatment: Perspectives of attachment and dissociation. PLOS ONE. https://doi.org/10.1371/journal.pone.0298214 | link |
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| horne_2018_bridewealth_chop conjoint · source = "conj" |
Chop-money vignette of a married couple in Ghana, one of two vignettes every respondent answered: the man paid chop money or not, crossed with bridewealth paid none/some/all. Eight 1-10 ratings of what family and community members would say and do. N = 2,400. (CC0 1.0) Horne, C., Dodoo, N. D., & Dodoo, F. N.-A. (2018). The conditionality of norms: The case of bridewealth. Social Psychology Quarterly, 81(4), 319-339. | link |
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| horne_2018_bridewealth_hiv conjoint · source = "conj" |
HIV vignette of a married couple in Ghana, the second of two vignettes every respondent answered: the man HIV positive or negative, crossed with bridewealth paid none/some/all. Eight 1-10 ratings of what family and community members would say and do. N = 2,400. (CC0 1.0) Horne, C., Dodoo, N. D., & Dodoo, F. N.-A. (2018). The conditionality of norms: The case of bridewealth. Social Psychology Quarterly, 81(4), 319-339. | link |
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| horne_2021_energy_rebound conjoint · source = "conj" |
640 US Prolific respondents each read one vignette of a two-child family (electricity from utility or solar panels; low or high household energy use) and rated it on 16 items (approval, neighbour and friend preference, competence, morality, environmental concern and impact). (CC0 1.0) Horne, C., & Kennedy, E. H. (2021). Understanding the rebound: Normative evaluations of energy use in the United States. Environmental Sociology, 8(1), 64-72. | link |
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| horne_2021_privacy_norms_prolific conjoint · source = "conj" |
Prolific convenience-sample respondents (n = 403, about 100 per cell) read one energy-app vignette randomized by app popularity (popular or unpopular) and whether most or no other providers analyze and sell user data, and rated others' approval, expected invasion, provider trust and willingness to use. (CC0 1.0) Horne, C., & Przepiorka, W. (2021). Technology use and norm change in online privacy: Experimental evidence from vignette studies. Information, Communication & Society, 24(9), 1212-1228. | link |
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| horne_2021_privacy_norms_yougov conjoint · source = "conj" |
YouGov representative-sample respondents (n = 1,200, 300 per cell) read one energy-app vignette randomized by app popularity (popular or unpopular) and whether most or no other providers analyze and sell user data, and rated others' approval, expected invasion, provider trust and willingness to use. (CC0 1.0) Horne, C., & Przepiorka, W. (2021). Technology use and norm change in online privacy: Experimental evidence from vignette studies. Information, Communication & Society, 24(9), 1212-1228. | link |
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| horvath_2022_contact_tracing_apps conjoint · source = "conj" |
1,504 UK adults (Dynata online sample, May 2020) each chose between 5 pairs of hypothetical COVID-19 contact-tracing apps varying in data storage, storage duration, contacts and location uploaded, purpose and contact definition; half saw a data-breach prime first. (CC0 1.0) Horvath, L., Banducci, S., & James, O. (2022). Citizens' attitudes to contact tracing apps. Journal of Experimental Political Science, 9(1), 118-130. | link |
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| hosgorur_2026_fair_learning | Perceived fair learning environment, 15 items (FA9 absent), 1-5. University students in Turkiye from two non-overlapping samples (cov_sample 1: scale-evaluation sample of 278, after the paper's outlier screening; 2: structural-model sample of 741). Covariate: sample. (CC BY-NC-SA 4.0) Hosgorur T, Yorulmaz YI (2026). Fair Learning Environment and Financial Well-Being as Resources for Students' Academic Engagement: Basic Psychological Need Satisfaction as a Common Motivational Pathway. Behavioral Sciences 16:1806. https://doi.org/10.3390/bs16101806 | link |
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| hosgorur_2026_financial_wb | Subjective financial well-being, 10 items, 1-5. University students in Turkiye from two non-overlapping samples (cov_sample 1: scale-evaluation sample of 278, after the paper's outlier screening; 2: structural-model sample of 741). Covariate: sample. (CC BY-NC-SA 4.0) Hosgorur T, Yorulmaz YI (2026). Fair Learning Environment and Financial Well-Being as Resources for Students' Academic Engagement: Basic Psychological Need Satisfaction as a Common Motivational Pathway. Behavioral Sciences 16:1806. https://doi.org/10.3390/bs16101806 | link |
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| hosgorur_2026_need_sat | Basic psychological need satisfaction (autonomy, relatedness, competence) in the academic context, 12 items, 1-5. University students in Turkiye from two non-overlapping samples (cov_sample 1: scale-evaluation sample of 278, after the paper's outlier screening; 2: structural-model sample of 741). Covariate: sample. (CC BY-NC-SA 4.0) Hosgorur T, Yorulmaz YI (2026). Fair Learning Environment and Financial Well-Being as Resources for Students' Academic Engagement: Basic Psychological Need Satisfaction as a Common Motivational Pathway. Behavioral Sciences 16:1806. https://doi.org/10.3390/bs16101806 | link |
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| hosgorur_2026_uwes9s | Utrecht Work Engagement Scale, student short form (Turkish UWES-9S), 9 items, 1-5 (never .. always). University students in Turkiye from two non-overlapping samples (cov_sample 1: scale-evaluation sample of 278, after the paper's outlier screening; 2: structural-model sample of 741). Covariate: sample. (CC BY-NC-SA 4.0) Hosgorur T, Yorulmaz YI (2026). Fair Learning Environment and Financial Well-Being as Resources for Students' Academic Engagement: Basic Psychological Need Satisfaction as a Common Motivational Pathway. Behavioral Sciences 16:1806. https://doi.org/10.3390/bs16101806 | link |
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| hou_2022_cyberbullying | Cyberbullying perpetration scale, 12 items, 1-5 (never .. always); N = 762 Chinese college students; cov_sex, cov_age, cov_grade, cov_hometown, cov_only_child. (CC0 1.0) Hou, Y. (2022). A dataset on the relationship between the Dark Triad and Cyberbullying in college students (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/K643HB | link |
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| hou_2022_dirty_dozen | Dirty Dozen Dark Triad, 12 items, 1-7; N = 762 Chinese college students; cov_sex, cov_age, cov_grade, cov_hometown, cov_only_child. (CC0 1.0) Hou, Y. (2022). A dataset on the relationship between the Dark Triad and Cyberbullying in college students (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/K643HB | link |
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| hou_2022_moral_disengagement | Moral disengagement scale, 8 items, 1-7; N = 762 Chinese college students; cov_sex, cov_age, cov_grade, cov_hometown, cov_only_child. (CC0 1.0) Hou, Y. (2022). A dataset on the relationship between the Dark Triad and Cyberbullying in college students (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/K643HB | link |
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| hou_2022_online_disinhibition | Online disinhibition scale, 11 items, 1-4; N = 762 Chinese college students; cov_sex, cov_age, cov_grade, cov_hometown, cov_only_child. (CC0 1.0) Hou, Y. (2022). A dataset on the relationship between the Dark Triad and Cyberbullying in college students (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/K643HB | link |
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| hou_2022_perspective_taking | IRI perspective-taking subscale, 5 items, 1-5; N = 762 Chinese college students; cov_sex, cov_age, cov_grade, cov_hometown, cov_only_child. (CC0 1.0) Hou, Y. (2022). A dataset on the relationship between the Dark Triad and Cyberbullying in college students (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/K643HB | link |
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| hou_2022_trait_anger | Trait anger scale, 10 items, 1-4 (almost never .. always); N = 762 Chinese college students; cov_sex, cov_age, cov_grade, cov_hometown, cov_only_child. (CC0 1.0) Hou, Y. (2022). A dataset on the relationship between the Dark Triad and Cyberbullying in college students (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/K643HB | link |
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| howe_2019_ads_seen | Gambling advertisements seen: how often in the last year YOU have seen advertisements for each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling); 1 = more than 6 times, 2 = less than 6 times, 3 = never; higher values mean LESS frequent, as deposited. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_approval_family | Approval of gambling, perceived approval of the respondent's family: the extent YOUR FAMILY approve of each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling), 1 strongly disapprove to 5 strongly approve. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_approval_others | Approval of gambling, perceived approval of people in general: the extent PEOPLE IN GENERAL approve of each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling), 1 strongly disapprove to 5 strongly approve. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_approval_peers | Approval of gambling, perceived approval of the respondent's peers: the extent YOUR PEERS approve of each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling), 1 strongly disapprove to 5 strongly approve. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_approval_self | Approval of gambling, own approval: the extent YOU approve of each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling), 1 strongly disapprove to 5 strongly approve. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_cpgi | Canadian Problem Gambling Index problem-gambling items: 12 items (S2_1-S2_12) rated Never/Sometimes/Most of the time/Almost always, scored 0-3 as the paper does; 'Don't know' is dropped. S2_1-S2_9 are exactly the nine-item PGSI (Ferris & Wynne 2001); S2_10-S2_12 (lied to family, spent more than wanted, wanted to stop) are the CPGI's further problem items administered in the same section. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_depression | Depression, four-item CES-D short form as administered (S6_1 'I feel lonely', S6_5 'I feel depressed', S6_11 'I feel sad', S6_12 'I feel that I could not shake off the blues even with the help of family and friends'), 1 rarely or none of the time to 5 always or most of the time. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_discussed_offline | Gambling discussed offline: how often in the last year YOU have discussed offline (e.g. in person, on the telephone) each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling); 1 = more than 6 times, 2 = less than 6 times, 3 = never; higher values mean LESS frequent, as deposited. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_discussed_online | Gambling discussed online: how often in the last year YOU have discussed online (e.g. via email, Facebook, Twitter, Instagram) each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling); 1 = more than 6 times, 2 = less than 6 times, 3 = never; higher values mean LESS frequent, as deposited. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_low_esteem | Low self-esteem, 4 items (S6_3 'I am miserable to be around', S6_7 'I am often incompetent', S6_9 'I feel completely worthless', S6_10 'I rarely live up to my own values or standards'), 1 rarely or none of the time to 5 always or most of the time; a four-item short form of the paper's ref 57. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_luck_perseverance | Erroneous gambling cognitions, luck/perseverance: 4 items (S5.1_1-4, e.g. 'Sometimes I just know I'm going to have good luck'), 1 strongly disagree to 5 strongly agree; a four-item short form of a published scale (the paper's ref 62). 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_overestimate_winning | Erroneous gambling cognitions, overestimating the chances of winning: 4 items (S5.2_1-4, e.g. 'If I continue to gamble, it will eventually pay off and I will make money'), 1 strongly disagree to 5 strongly agree; a four-item short form (paper's ref 70). 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_participation_family | Gambling participation in the last 12 months, perceived participation of the respondent's family: how often YOUR FAMILY did each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling); 1 = more than 6 times, 2 = less than 6 times, 3 = never; higher values mean LESS frequent, as deposited. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_participation_others | Gambling participation in the last 12 months, perceived participation of people in general: how often PEOPLE IN GENERAL did each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling); 1 = more than 6 times, 2 = less than 6 times, 3 = never; higher values mean LESS frequent, as deposited. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_participation_peers | Gambling participation in the last 12 months, perceived participation of the respondent's peers: how often YOUR PEERS did each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling); 1 = more than 6 times, 2 = less than 6 times, 3 = never; higher values mean LESS frequent, as deposited. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_participation_self | Gambling participation in the last 12 months, own participation: how often YOU did each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling); 1 = more than 6 times, 2 = less than 6 times, 3 = never; higher values mean LESS frequent, as deposited. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_positive_urgency | Positive urgency (UPPS-P short form, 4 items: S6_2, S6_4, S6_6, S6_8, e.g. 'When I am very happy, I can't seem to stop myself from doing things that can have bad consequences'), 1 rarely or none of the time to 5 always or most of the time. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| howe_2019_promotions_received | Gambling promotions received: how often in the last year YOU have received promotions (e.g. a flyer in the mail) for each of the 12 gambling activities (lottery, scratch tickets, raffles, horse/dog racing, sports betting, casino tables, poker machines at casinos, poker machines at pubs, cards/board games, games of skill, arcade/video games, internet gambling); 1 = more than 6 times, 2 = less than 6 times, 3 = never; higher values mean LESS frequent, as deposited. 3,361 adults in Victoria, Australia (online panel, 2016). Covariates: gender, age, metro vs regional Victoria, born in Australia, English at home, marital status, and the deposit's two attention-check outcomes. (CC BY 4.0) Howe PDL, Vargas-Saenz A, Hulbert CA, Boldero JM (2019). Predictors of gambling and problem gambling in Victoria, Australia. PLOS ONE 14(1): e0209277. | link |
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| hpwt_bayona_2025_jobperformance | HPWT (Happy-Productive Worker Thesis), contains supervisor-rated assessments of employee performance using a 4-item standardized scale. (CC BY 4.0) Bayona, J. A., Durán, W. F., Perdomo-Ortiz, J., Castañeda, D. I., Valencia, C. A., Fatien Diochon, P., & Alvarado, D. F. (2025). Happy-Productive worker thesis: The role of work characteristics, gender, and age. PloS one, 20(3), e0316656. | link |
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| hpwt_bayona_2025_jobsatisfaction | HPWT (Happy-Productive Worker Thesis), includes employees’ responses to a 5-item job satisfaction scale which captures their hedonic well-being at work. (CC BY 4.0) Bayona, J. A., Durán, W. F., Perdomo-Ortiz, J., Castañeda, D. I., Valencia, C. A., Fatien Diochon, P., & Alvarado, D. F. (2025). Happy-Productive worker thesis: The role of work characteristics, gender, and age. PloS one, 20(3), e0316656. | link |
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| hpwt_bayona_2025_workcharacteristics | HPWT (Happy-Productive Worker Thesis), contains employees' self-reported responses to 18 work design characteristics (e.g., autonomy, feedback, social support) based on the Work Design Questionnaire. (CC BY 4.0) Bayona, J. A., Durán, W. F., Perdomo-Ortiz, J., Castañeda, D. I., Valencia, C. A., Fatien Diochon, P., & Alvarado, D. F. (2025). Happy-Productive worker thesis: The role of work characteristics, gender, and age. PloS one, 20(3), e0316656. | link |
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| hrbkova_2024_conversation_partners conjoint · source = "conj" |
Czech adults (online quota panel, 2019) rated two hypothetical strangers on a 0-100 feeling thermometer and chose which one they would prefer to talk to, 5 pairs each; profiles varied gender, education, values, party, immigration attitude and how often they talk about politics. 1,032 respondents. (CC0 1.0) Hrbková, L., Voda, P., & Havlík, V. (2024). Politically motivated interpersonal biases: Polarizing effects of partisanship and immigration attitudes. Party Politics, 30(3), 450-464. | link |
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| hrm_rater_sim simulated · source = "sim" |
Simulated rater effects under the hierarchical rater model: 1,000 persons x 6 items x 3 raters (fully crossed), scores 0-3; raters differ in bias and variability. True ability in cov_true_theta, item parameters and item-by-rater bias (phi) and variability (psi) in itemcov_true_*; rater column identifies the rater. (CC0 1.0) Patz, R. J., Junker, B. W., Johnson, M. S., & Mariano, L. T. (2002). The hierarchical rater model for rated test items and its application to large-scale educational assessment data. Journal of Educational and Behavioral Statistics, 27(4), 341-384. Generated with immer::immer_hrm_simulate (Robitzsch, A., & Steinfeld, J., immer R package, version 1.5.13). | link |
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| hu_2025_big5 | Big Five short form, 20 items (four each: A agreeableness, C conscientiousness, Ext extraversion, O openness, ES emotional stability), 1-5 as deposited. 381 accounting students at vocational colleges in Sichuan and Chongqing, China. RESPONSE DIRECTION NOT ESTABLISHED: the paper states both 1 = strongly agree and 1 = strongly disagree, and every item mean is below 3, which fits only 1 = strongly agree. Covariate: gender. (CC BY 4.0) Hu S, Jabor MK, Fang H, et al. (2025). Big five personality traits and employability: The mediating role of internship attitudes among Chinese vocational students. PLOS ONE 20(8): e0329103. | link |
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| hu_2025_employability | Employability scale, 29 items in five dimensions (SS soft skills, GBR general business requirements, AA audit and assurance, CK conceptual knowledge, STA special topics in accounting), 1-5 as deposited. 381 accounting students at vocational colleges in Sichuan and Chongqing, China. RESPONSE DIRECTION NOT ESTABLISHED: the paper states both 1 = strongly agree and 1 = strongly disagree, and every item mean is below 3, which fits only 1 = strongly agree. Covariate: gender. (CC BY 4.0) Hu S, Jabor MK, Fang H, et al. (2025). Big five personality traits and employability: The mediating role of internship attitudes among Chinese vocational students. PLOS ONE 20(8): e0329103. | link |
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| hu_2025_internship_attitude | Internship attitude scale, 24 items, 1-5 as deposited. 381 accounting students at vocational colleges in Sichuan and Chongqing, China. RESPONSE DIRECTION NOT ESTABLISHED: the paper states both 1 = strongly agree and 1 = strongly disagree, and every item mean is below 3, which fits only 1 = strongly agree. Covariate: gender. (CC BY 4.0) Hu S, Jabor MK, Fang H, et al. (2025). Big five personality traits and employability: The mediating role of internship attitudes among Chinese vocational students. PLOS ONE 20(8): e0329103. | link |
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| hu_2026_digital_nomad_wellbeing | A 58-item questionnaire on a 1-7 agreement scale about digital nomads' work wellbeing, from 539 respondents. Thirteen labelled blocks of one questionnaire kept in one file; the block codes are the deposit's own and the deposit does not say what they stand for. (CC BY 4.0) Hu, H.-L. (2026). Digital nomad work wellbeing [Dataset]. Zenodo. | link |
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| hu_2026_psqi | Pittsburgh Sleep Quality Index, the 12 items the deposit carries raw (questions 5a-5i and 7-9) scored 0-3, from 539 digital-nomad respondents. (CC BY 4.0) Hu, H.-L. (2026). Digital nomad work wellbeing [Dataset]. Zenodo. | link |
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| hua_2023_efl_academic_procrastination | 3-item academic-procrastination scale (1-5 Likert), same Chinese university EFL sample as hua_2023_efl_academic_self_concept, n=942 (CC BY 4.0) Hua Y, et al (2023). The relationship between Chinese university students' learning preparation and learning achievement within the EFL blended teaching context in COVID-19 post-epidemic era: The mediating effect of learning methods. PLOS ONE. | link |
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| hua_2023_efl_academic_self_concept | 26-item academic self-concept scale (1-6 Likert), Chinese university EFL blended-teaching survey, n=942 (CC BY 4.0) Hua Y, et al (2023). The relationship between Chinese university students' learning preparation and learning achievement within the EFL blended teaching context in COVID-19 post-epidemic era: The mediating effect of learning methods. PLOS ONE. | link |
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| hua_2023_efl_course_experience | 16-item course-experience scale (1-5 Likert), same Chinese university EFL sample as hua_2023_efl_academic_self_concept, n=942 (CC BY 4.0) Hua Y, et al (2023). The relationship between Chinese university students' learning preparation and learning achievement within the EFL blended teaching context in COVID-19 post-epidemic era: The mediating effect of learning methods. PLOS ONE. | link |
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| hua_2023_efl_study_engagement | 14-item study-engagement scale (1-7 Likert), same Chinese university EFL sample as hua_2023_efl_academic_self_concept, n=942 (CC BY 4.0) Hua Y, et al (2023). The relationship between Chinese university students' learning preparation and learning achievement within the EFL blended teaching context in COVID-19 post-epidemic era: The mediating effect of learning methods. PLOS ONE. | link |
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| huang_2016_bdi2 | Beck Depression Inventory-II, 21 items scored 0-3. 152 adults in Egypt and Canada (depressed and non-depressed; the paper's 131 eligible plus 21 screened ineligible, cov_eligible). Covariates: depression status, nationality, gender, age, birthplace, marital status, income, education, religion, languages, eligibility. Five mean-imputed fractional cells dropped. (CC BY 4.0) Huang V, Beshai S, Yu M (2016). The effects of the gender-culture interaction on self-reports of depressive symptoms: cross-cultural study among Egyptians and Canadians. PeerJ 4:e2783. https://doi.org/10.7717/peerj.2783 | link |
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| huang_2016_cesd | CES-D depression scale (20 items), middle-aged adults sleep/personality/depression study (CC BY 4.0) Huang V, Peck K, Mallya S, Lupien SJ, Fiocco AJ (2016). Subjective Sleep Quality as a Possible Mediator in the Relationship between Personality Traits and Depressive Symptoms in Middle-Aged Adults. PLOS ONE, 11(6), e0157238. https://doi.org/10.1371/journal.pone.0157238 | link |
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| huang_2016_neo_conscientious | NEO-FFI Conscientiousness subscale (12 items), middle-aged adults sleep/personality/depression study (CC BY 4.0) Huang V, Peck K, Mallya S, Lupien SJ, Fiocco AJ (2016). Subjective Sleep Quality as a Possible Mediator in the Relationship between Personality Traits and Depressive Symptoms in Middle-Aged Adults. PLOS ONE, 11(6), e0157238. https://doi.org/10.1371/journal.pone.0157238 | link |
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| huang_2016_neo_neuroticism | NEO-FFI Neuroticism subscale (12 items), middle-aged adults sleep/personality/depression study (CC BY 4.0) Huang V, Peck K, Mallya S, Lupien SJ, Fiocco AJ (2016). Subjective Sleep Quality as a Possible Mediator in the Relationship between Personality Traits and Depressive Symptoms in Middle-Aged Adults. PLOS ONE, 11(6), e0157238. https://doi.org/10.1371/journal.pone.0157238 | link |
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| huang_2016_pdsq_depression | Psychiatric Diagnostic Screening Questionnaire, Major Depressive Disorder subscale, 21 yes/no items. 152 adults in Egypt and Canada (depressed and non-depressed; the paper's 131 eligible plus 21 screened ineligible, cov_eligible). Covariates: depression status, nationality, gender, age, birthplace, marital status, income, education, religion, languages, eligibility. (CC BY 4.0) Huang V, Beshai S, Yu M (2016). The effects of the gender-culture interaction on self-reports of depressive symptoms: cross-cultural study among Egyptians and Canadians. PeerJ 4:e2783. https://doi.org/10.7717/peerj.2783 | link |
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| huang_2023_b_scale | B-block scale (unlabeled construct), Chinese adolescents, 12 items, 1-5, N=631 (CC BY 4.0) Huang, Y., et al. (2023). The healthy context paradox of bullying victimization and academic adjustment among Chinese adolescents: A moderated mediation model. PLOS ONE. | link |
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| huang_2023_c_scale | C-block scale (unlabeled construct), Chinese adolescents, 30 items, binary, N=631 (CC BY 4.0) Huang, Y., et al. (2023). The healthy context paradox of bullying victimization and academic adjustment among Chinese adolescents: A moderated mediation model. PLOS ONE. | link |
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| huang_2023_d_scale | D-block scale (unlabeled construct), Chinese adolescents, 9 items, 1-7, N=631 (CC BY 4.0) Huang, Y., et al. (2023). The healthy context paradox of bullying victimization and academic adjustment among Chinese adolescents: A moderated mediation model. PLOS ONE. | link |
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| huang_2023_e_scale | E-block scale (unlabeled construct), Chinese adolescents, 25 items, 1-4, N=631 (CC BY 4.0) Huang, Y., et al. (2023). The healthy context paradox of bullying victimization and academic adjustment among Chinese adolescents: A moderated mediation model. PLOS ONE. | link |
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| huang_2023_medseq | Medicine Student Experience Questionnaire (MedSEQ), 22 items on a 1-5 agreement scale, medical students. 37,818 responses from 1,719 respondents on 22 items. (CC0 1.0) Huang, P.-H., Velan, G., Smith, G., Fentoullis, M., Kennedy, S. E., Gibson, K. J., Uebel, K., & Shulruf, B. (2023). What impacts students' satisfaction the most from Medicine Student Experience Questionnaire [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/SQ8PJY | link |
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| huang_2023_strict | Student Ratings in Clinical Teaching (STRICT), 78 draft items rating how often clinical teachers showed each behaviour, 1 = never ... 6 = always. 352 medical students (years 2, 3, 6) at UNSW, Australia, 2018. Mean-imputed cells (155) dropped. Covariates: gender, age, year, English first language, domestic/international. (CC0 1.0) Huang, P.-H., O'Sullivan, A. J., & Shulruf, B. (2023). Development and validation of the student ratings in clinical teaching scale in Australia: a methodological study. Journal of Educational Evaluation for Health Professions, 20, 26. https://doi.org/10.3352/jeehp.2023.20.26 | link |
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| huang_2023_utaut_mobile_shopping | UTAUT2 mobile-shopping questionnaire, 37 items on a 1-7 scale; itemcov_construct carries the UTAUT2 construct. 14,384 responses from 389 respondents on 37 items. (CC BY 4.0) Huang, T. (2023). Research questionnaire data [Data set]. figshare. Supporting PLOS ONE 18(12), e0295581. https://doi.org/10.1371/journal.pone.0295581 | link |
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| huang_2025_academic_burnout | Academic burnout, 16 items (AB-1..16), 1-5; N = 787 Chinese adolescents; cov_gender, cov_age, cov_grade, cov_only_child, cov_region. (CC BY 4.0) Huang, J., & Fu, M. (2025). Data from Parental Phubbing and Academic Burnout in Adolescents: The Mediating Role of Family Cohesion and Core Self-Evaluation and the Moderating Role of Perceived Social Support [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29891609 | link |
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| huang_2025_core_self_evaluation | Core Self-Evaluations Scale, 8 items (CSE-1..8), 1-5; N = 787 Chinese adolescents; cov_gender, cov_age, cov_grade, cov_only_child, cov_region. (CC BY 4.0) Huang, J., & Fu, M. (2025). Data from Parental Phubbing and Academic Burnout in Adolescents: The Mediating Role of Family Cohesion and Core Self-Evaluation and the Moderating Role of Perceived Social Support [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29891609 | link |
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| huang_2025_dass21 | DASS-21 (Chinese version validated by Gong et al. 2010; depression, anxiety and stress, 7 items each), 4-point Likert, administered in Chinese to the same 1,507 students in grades 5-9. Items are the deposit's opaque Q26-Q46 labels. Reverse-keyed items were already direction-corrected by the authors before deposit. (CC BY 4.0) Huang Z, Chen W, Peng B, Yan H (2025). Exploring the mechanisms linking perceived school climate to negative emotions in adolescents. PLOS ONE 20(5). | link |
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| huang_2025_family_cohesion | Family cohesion, 16 items (FC-1..16), 1-5; N = 787 Chinese adolescents; cov_gender, cov_age, cov_grade, cov_only_child, cov_region. (CC BY 4.0) Huang, J., & Fu, M. (2025). Data from Parental Phubbing and Academic Burnout in Adolescents: The Mediating Role of Family Cohesion and Core Self-Evaluation and the Moderating Role of Perceived Social Support [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29891609 | link |
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| huang_2025_parental_phubbing | Parental phubbing scale, 9 items (PH-1..9), 1-5; N = 787 Chinese adolescents; cov_gender, cov_age, cov_grade, cov_only_child, cov_region. (CC BY 4.0) Huang, J., & Fu, M. (2025). Data from Parental Phubbing and Academic Burnout in Adolescents: The Mediating Role of Family Cohesion and Core Self-Evaluation and the Moderating Role of Perceived Social Support [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29891609 | link |
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| huang_2025_perceived_social_support | Multidimensional Scale of Perceived Social Support, 12 items (PSS-1..12), 1-7; N = 787 Chinese adolescents; cov_gender, cov_age, cov_grade, cov_only_child, cov_region. (CC BY 4.0) Huang, J., & Fu, M. (2025). Data from Parental Phubbing and Academic Burnout in Adolescents: The Mediating Role of Family Cohesion and Core Self-Evaluation and the Moderating Role of Perceived Social Support [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29891609 | link |
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| huang_2025_resilience | Adolescent Psychological Resilience Scale (Hu & Gan 2008; goal focus, emotional control, positive cognition, family support, interpersonal assistance), 27 items on a 5-point Likert scale, administered in Chinese to the same 1,507 students in grades 5-9. Items are the deposit's opaque Q75-Q101 labels. Reverse-keyed items were already direction-corrected by the authors before deposit. (CC BY 4.0) Huang Z, Chen W, Peng B, Yan H (2025). Exploring the mechanisms linking perceived school climate to negative emotions in adolescents. PLOS ONE 20(5). | link |
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| huang_2025_school_climate | 25-item perceived school climate scale (Jia et al. 2009; teacher support, peer support, autonomy opportunities), 4-point Likert, administered in Chinese to 1,507 students in grades 5-9 across China by stratified random sampling. Items are the deposit's opaque Q1-Q25 labels. One cell (Q3) held a 5 against the documented 4-point scale and is dropped as a data-entry error. Reverse-keyed items were already direction-corrected by the authors before deposit, so for those items resp is not the category the student selected. (CC BY 4.0) Huang Z, Chen W, Peng B, Yan H (2025). Exploring the mechanisms linking perceived school climate to negative emotions in adolescents. PLOS ONE 20(5). | link |
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| huang_2025_social_avoidance | Social Avoidance and Distress Scale (Watson & Friend 1969; social avoidance and social distress, 14 items each), scored on the instrument's 2-point scale (1 = No, 2 = Yes), administered in Chinese to the same 1,507 students in grades 5-9. Items are the deposit's opaque Q47-Q74 labels. Reverse-keyed items were already direction-corrected by the authors before deposit. (CC BY 4.0) Huang Z, Chen W, Peng B, Yan H (2025). Exploring the mechanisms linking perceived school climate to negative emotions in adolescents. PLOS ONE 20(5). | link |
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| huang_2026_mh_attitude | Attitude toward smartphone mobile medical (mHealth) applications among elderly users. 3 items. 263 adults aged 60+ in Zhanjiang City, Guangdong, with smartphone and mHealth app experience (288 returned, 25 excluded). 7-point Likert, 1 totally disagree to 7 totally agree; no missing cells. Four covariates ship LABELLED because all twelve published category counts reproduce exactly in the article's printed order: gender 136/127 (1 male), age 147/100/16 (1 = 60-69, 2 = 70-79, 3 = 80+), education 155/88/20 (1 = junior high or lower, 2 = high school, 3 = bachelor's or higher), smartphone experience 17/44/99/103 (1 = 0-1 year ... 4 = over 5 years). A fifth, mHealth app experience, ships as an unlabelled ordered band index because the article publishes no distribution for it. (CC BY 4.0) Huang T, Cai W (2026). Factors influencing elderly people's intentions to use smartphone mHealth apps: Quantitative research. PLOS ONE 21(10): e0361137. | link |
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| huang_2026_mh_convenience | Perceived convenience toward smartphone mobile medical (mHealth) applications among elderly users. 3 items. 263 adults aged 60+ in Zhanjiang City, Guangdong, with smartphone and mHealth app experience (288 returned, 25 excluded). 7-point Likert, 1 totally disagree to 7 totally agree; no missing cells. Four covariates ship LABELLED because all twelve published category counts reproduce exactly in the article's printed order: gender 136/127 (1 male), age 147/100/16 (1 = 60-69, 2 = 70-79, 3 = 80+), education 155/88/20 (1 = junior high or lower, 2 = high school, 3 = bachelor's or higher), smartphone experience 17/44/99/103 (1 = 0-1 year ... 4 = over 5 years). A fifth, mHealth app experience, ships as an unlabelled ordered band index because the article publishes no distribution for it. (CC BY 4.0) Huang T, Cai W (2026). Factors influencing elderly people's intentions to use smartphone mHealth apps: Quantitative research. PLOS ONE 21(10): e0361137. | link |
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| huang_2026_mh_ease_of_use | Perceived ease of use toward smartphone mobile medical (mHealth) applications among elderly users. 3 items. 263 adults aged 60+ in Zhanjiang City, Guangdong, with smartphone and mHealth app experience (288 returned, 25 excluded). 7-point Likert, 1 totally disagree to 7 totally agree; no missing cells. Four covariates ship LABELLED because all twelve published category counts reproduce exactly in the article's printed order: gender 136/127 (1 male), age 147/100/16 (1 = 60-69, 2 = 70-79, 3 = 80+), education 155/88/20 (1 = junior high or lower, 2 = high school, 3 = bachelor's or higher), smartphone experience 17/44/99/103 (1 = 0-1 year ... 4 = over 5 years). A fifth, mHealth app experience, ships as an unlabelled ordered band index because the article publishes no distribution for it. (CC BY 4.0) Huang T, Cai W (2026). Factors influencing elderly people's intentions to use smartphone mHealth apps: Quantitative research. PLOS ONE 21(10): e0361137. | link |
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| huang_2026_mh_intention | Behavioural intention toward smartphone mobile medical (mHealth) applications among elderly users. 3 items. 263 adults aged 60+ in Zhanjiang City, Guangdong, with smartphone and mHealth app experience (288 returned, 25 excluded). 7-point Likert, 1 totally disagree to 7 totally agree; no missing cells. Four covariates ship LABELLED because all twelve published category counts reproduce exactly in the article's printed order: gender 136/127 (1 male), age 147/100/16 (1 = 60-69, 2 = 70-79, 3 = 80+), education 155/88/20 (1 = junior high or lower, 2 = high school, 3 = bachelor's or higher), smartphone experience 17/44/99/103 (1 = 0-1 year ... 4 = over 5 years). A fifth, mHealth app experience, ships as an unlabelled ordered band index because the article publishes no distribution for it. (CC BY 4.0) Huang T, Cai W (2026). Factors influencing elderly people's intentions to use smartphone mHealth apps: Quantitative research. PLOS ONE 21(10): e0361137. | link |
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| huang_2026_mh_quality | Perceived quality of information and service toward smartphone mobile medical (mHealth) applications among elderly users. 3 items. 263 adults aged 60+ in Zhanjiang City, Guangdong, with smartphone and mHealth app experience (288 returned, 25 excluded). 7-point Likert, 1 totally disagree to 7 totally agree; no missing cells. Four covariates ship LABELLED because all twelve published category counts reproduce exactly in the article's printed order: gender 136/127 (1 male), age 147/100/16 (1 = 60-69, 2 = 70-79, 3 = 80+), education 155/88/20 (1 = junior high or lower, 2 = high school, 3 = bachelor's or higher), smartphone experience 17/44/99/103 (1 = 0-1 year ... 4 = over 5 years). A fifth, mHealth app experience, ships as an unlabelled ordered band index because the article publishes no distribution for it. (CC BY 4.0) Huang T, Cai W (2026). Factors influencing elderly people's intentions to use smartphone mHealth apps: Quantitative research. PLOS ONE 21(10): e0361137. | link |
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| huang_2026_mh_risk | Perceived risk -- note this construct runs the OTHER WAY from the other seven, a high score meaning a worse perception toward smartphone mobile medical (mHealth) applications among elderly users. 3 items. 263 adults aged 60+ in Zhanjiang City, Guangdong, with smartphone and mHealth app experience (288 returned, 25 excluded). 7-point Likert, 1 totally disagree to 7 totally agree; no missing cells. Four covariates ship LABELLED because all twelve published category counts reproduce exactly in the article's printed order: gender 136/127 (1 male), age 147/100/16 (1 = 60-69, 2 = 70-79, 3 = 80+), education 155/88/20 (1 = junior high or lower, 2 = high school, 3 = bachelor's or higher), smartphone experience 17/44/99/103 (1 = 0-1 year ... 4 = over 5 years). A fifth, mHealth app experience, ships as an unlabelled ordered band index because the article publishes no distribution for it. (CC BY 4.0) Huang T, Cai W (2026). Factors influencing elderly people's intentions to use smartphone mHealth apps: Quantitative research. PLOS ONE 21(10): e0361137. | link |
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| huang_2026_mh_trust | Perceived trust toward smartphone mobile medical (mHealth) applications among elderly users. 3 items. 263 adults aged 60+ in Zhanjiang City, Guangdong, with smartphone and mHealth app experience (288 returned, 25 excluded). 7-point Likert, 1 totally disagree to 7 totally agree; no missing cells. Four covariates ship LABELLED because all twelve published category counts reproduce exactly in the article's printed order: gender 136/127 (1 male), age 147/100/16 (1 = 60-69, 2 = 70-79, 3 = 80+), education 155/88/20 (1 = junior high or lower, 2 = high school, 3 = bachelor's or higher), smartphone experience 17/44/99/103 (1 = 0-1 year ... 4 = over 5 years). A fifth, mHealth app experience, ships as an unlabelled ordered band index because the article publishes no distribution for it. (CC BY 4.0) Huang T, Cai W (2026). Factors influencing elderly people's intentions to use smartphone mHealth apps: Quantitative research. PLOS ONE 21(10): e0361137. | link |
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| huang_2026_mh_usefulness | Perceived usefulness toward smartphone mobile medical (mHealth) applications among elderly users. 3 items. 263 adults aged 60+ in Zhanjiang City, Guangdong, with smartphone and mHealth app experience (288 returned, 25 excluded). 7-point Likert, 1 totally disagree to 7 totally agree; no missing cells. Four covariates ship LABELLED because all twelve published category counts reproduce exactly in the article's printed order: gender 136/127 (1 male), age 147/100/16 (1 = 60-69, 2 = 70-79, 3 = 80+), education 155/88/20 (1 = junior high or lower, 2 = high school, 3 = bachelor's or higher), smartphone experience 17/44/99/103 (1 = 0-1 year ... 4 = over 5 years). A fifth, mHealth app experience, ships as an unlabelled ordered band index because the article publishes no distribution for it. (CC BY 4.0) Huang T, Cai W (2026). Factors influencing elderly people's intentions to use smartphone mHealth apps: Quantitative research. PLOS ONE 21(10): e0361137. | link |
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| huber_2017_dating_profiles conjoint · source = "conj" |
1,092 respondents each rated 10 fictitious online-dating profiles (screen name, photo, bio, age, height, religion, education, political ideology randomized) on six 4-5 point questions; Huber & Malhotra (2017) Study 1 data as re-deposited with Easton & Holbein (2020). (CC0 1.0) Huber, G. A., & Malhotra, N. (2017). Political homophily in social relationships: Evidence from online dating behavior. Journal of Politics, 79(1), 269-283. | link |
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| huber_2020_car_policy_instruments conjoint · source = "conj" |
Swiss residents (IPSOS online quota sample, December 2017, n = 2,034) saw 5 pairs of proposals (initiative vs counter-proposal) to cut car emissions, each a policy instrument (7) with an implementation year (2025-2045) under an EV or emission-reduction frame; outcomes are support/reject of each proposal and the choice between them. (CC0 1.0) Huber, R. A., Wicki, M. L., & Bernauer, T. (2020). Public support for environmental policy depends on beliefs concerning effectiveness, intrusiveness, and fairness. Environmental Politics, 29(4), 649-673. | link |
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| huebner_2021_weightlifting_attraction | Five statements on what attracts Masters weightlifters to the sport (community, competition, stress management, strength and identity, health and fitness) rated 1-5 strongly agree to strongly disagree by 1,049 athletes in Australia, Canada, Europe and the USA, 2021. (CC0 1.0) Huebner, M. (2021). Weightlifting during the COVID-19 pandemic - A transnational study regarding motivation, barriers, and coping of master athletes [Dataset]. Zenodo. https://doi.org/10.5061/dryad.qfttdz0ht | link |
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| huebner_2021_weightlifting_barriers | Seven statements on barriers to weightlifting (finances, family, career, gym access, coach access, injury, other health) rated 1-5 strongly agree to strongly disagree by 1,048 Masters athletes in Australia, Canada, Europe and the USA, 2021. (CC0 1.0) Huebner, M. (2021). Weightlifting during the COVID-19 pandemic - A transnational study regarding motivation, barriers, and coping of master athletes [Dataset]. Zenodo. https://doi.org/10.5061/dryad.qfttdz0ht | link |
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| huebner_2021_weightlifting_pandemic | Eight statements on how the COVID-19 pandemic changed training (new activities, missing usual activity, more time, training alone, online tools, exercising for physical and for mental health, unchanged regime) rated 1-5 strongly agree to strongly disagree by 1,036 Masters weightlifters, 2021. (CC0 1.0) Huebner, M. (2021). Weightlifting during the COVID-19 pandemic - A transnational study regarding motivation, barriers, and coping of master athletes [Dataset]. Zenodo. https://doi.org/10.5061/dryad.qfttdz0ht | link |
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| huebscher_2018_austerity_de conjoint · source = "conj" |
2,243 respondents in Germany (March 2018) each saw five screens of two policy packages from a conservative and a leftist party (cuts to five services of small or large size, tax increase none/across the board/wealthy only) and said which, if either, they would vote for. (CC0 1.0) Huebscher, E., Sattler, T., & Wagner, M. (2018). Voter responses to fiscal austerity [Working paper]. SSRN. | link |
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| huebscher_2018_austerity_es conjoint · source = "conj" |
2,234 respondents in Spain (March 2018) each saw five screens of two policy packages from a conservative and a leftist party (cuts to five services of small or large size, tax increase none/across the board/wealthy only) and said which, if either, they would vote for. (CC0 1.0) Huebscher, E., Sattler, T., & Wagner, M. (2018). Voter responses to fiscal austerity [Working paper]. SSRN. | link |
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| huebscher_2018_austerity_it conjoint · source = "conj" |
2,232 respondents in Italy (March 2018) each saw five screens of two policy packages from a conservative and a leftist party (cuts to five services of small or large size, tax increase none/across the board/wealthy only) and said which, if either, they would vote for. (CC0 1.0) Huebscher, E., Sattler, T., & Wagner, M. (2018). Voter responses to fiscal austerity [Working paper]. SSRN. | link |
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| huebscher_2018_austerity_pt conjoint · source = "conj" |
2,255 respondents in Portugal (March 2018) each saw five screens of two policy packages from a conservative and a leftist party (cuts to five services of small or large size, tax increase none/across the board/wealthy only) and said which, if either, they would vote for. (CC0 1.0) Huebscher, E., Sattler, T., & Wagner, M. (2018). Voter responses to fiscal austerity [Working paper]. SSRN. | link |
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| huebscher_2018_austerity_uk conjoint · source = "conj" |
2,248 respondents in the UK (March 2018) each saw five screens of two policy packages from a conservative and a leftist party (cuts to five services of small or large size, tax increase none/across the board/wealthy only) and said which, if either, they would vote for. (CC0 1.0) Huebscher, E., Sattler, T., & Wagner, M. (2018). Voter responses to fiscal austerity [Working paper]. SSRN. | link |
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| huentemilla_2026_digital_competence_test | 63 digital-competence test items scored 0/1, pre-test (wave 1, 99 students) and post-test (wave 2, 85 students); treat = 1 for the gamification and traditional-teaching arms, 0 for the control; cov_condition names the arm; N = 104 Chilean first-year university students; cov_condition, cov_gender, cov_school_type, cov_school_track, cov_mother_edu, cov_father_edu. (CC BY 4.0) Huentemilla, G., & Manzano Leon, A. (2026). Bata base Gamification versus traditional teaching in the development of digital competence in higher education: A quasi-experimental study [data]. Zenodo. https://doi.org/10.5281/zenodo.22256717 | link |
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| hui_2024_gbfs | Chinese version of the General Benefit Finding Scale (28 items), college students (CC BY 4.0) Hui Z, Wang X, Teng Z, Zou W, Wang J, Ji P, Wang M (2024). The Chinese version of the general benefit finding scale (GBFS): Psychometric properties in a sample of college students. PLOS ONE, 19(5), e0300064. https://doi.org/10.1371/journal.pone.0300064 | link |
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| hui_2024_pss10 | Perceived Stress Scale-10 (10 items), Chinese college students (CC BY 4.0) Hui Z, Wang X, Teng Z, Zou W, Wang J, Ji P, Wang M (2024). The Chinese version of the general benefit finding scale (GBFS): Psychometric properties in a sample of college students. PLOS ONE, 19(5), e0300064. https://doi.org/10.1371/journal.pone.0300064 | link |
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| hui_2024_who5 | WHO-5 Well-Being Index (5 items), Chinese college students (CC BY 4.0) Hui Z, Wang X, Teng Z, Zou W, Wang J, Ji P, Wang M (2024). The Chinese version of the general benefit finding scale (GBFS): Psychometric properties in a sample of college students. PLOS ONE, 19(5), e0300064. https://doi.org/10.1371/journal.pone.0300064 | link |
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| huidobro_2026_coalition_partner conjoint · source = "conj" |
Spanish mayors (elite sample, 2018-19, n=913) chose which of two hypothetical party leaders they would form a coalition with, varying gender, age, education, council terms, ideology and seats, 2 tasks; forced choice plus four 1-5 agreement ratings on the second task. (CC0 1.0) Huidobro, A. (2026). Partners in government: Politicians' gender preferences in coalition formation. Political Science Research and Methods. | link |
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| hultinrosenberg_2022_voting_rights conjoint · source = "conj" |
US citizens (Qualtrics panel, 2018; n = 980) chose between 6 pairs of hypothetical persons varying in citizenship, country of birth, education, gender, income-tax payment and residence, and rated each 1-7 on extending voting rights to them. (CC0 1.0) Hultin Rosenberg, J., & Wejryd, J. (2022). Attitudes toward competing voting-right requirements: Evidence from a conjoint experiment. Electoral Studies, 77, 102470. | link |
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| humayun_2026_collab_crafting | Collaborative crafting (Leana et al.), 3 items, 1 not at all to 5 a great deal. 198 employees in 49 teams of Pakistani manufacturing firms (member-rated; leader-rated LMX not shipped). Covariate: team. (CC BY 4.0) Humayun S, Saleem S, Hussain MA, Shabbir R (2026) “I” calling in group: How collaborative crafting and LMX augment team performance. PLoS ONE 21(8): e0355477. https://doi.org/10.1371/journal.pone.0355477 | link |
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| humayun_2026_living_calling | Living a Calling Scale, 6 items, 1 strongly disagree to 5 strongly agree. 198 employees in 49 teams of Pakistani manufacturing firms (member-rated; leader-rated LMX not shipped). Covariate: team. (CC BY 4.0) Humayun S, Saleem S, Hussain MA, Shabbir R (2026) “I” calling in group: How collaborative crafting and LMX augment team performance. PLoS ONE 21(8): e0355477. https://doi.org/10.1371/journal.pone.0355477 | link |
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| humayun_2026_team_performance | Team performance (Makikangas et al.), 5 items, 1-5. 198 employees in 49 teams of Pakistani manufacturing firms (member-rated; leader-rated LMX not shipped). Covariate: team. (CC BY 4.0) Humayun S, Saleem S, Hussain MA, Shabbir R (2026) “I” calling in group: How collaborative crafting and LMX augment team performance. PLoS ONE 21(8): e0355477. https://doi.org/10.1371/journal.pone.0355477 | link |
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| humor_styles | Answers to the Humor Styles Questionnaire (CC BY 4.0) Martin, R. A., Puhlik-Doris, P., Larsen, G., Gray, J., & Weir, K. Humor Styles Questionnaire [dataset and codebook]. http://openpsychometrics.org/_rawdata/HSQ.zip///Martin, R. A., Puhlik-Doris, P., Larsen, G., Gray, J., & Weir, K. (2003). Individual differences in uses of humor and their relation to psychological well-being: Development of the Humor Styles Questionnaire. Journal of Research in Personality, 37, 48-75. | link |
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| hung_2026_fomo | Seven fear-of-missing-out items, 1-7, answered by 582 Chinese students: four trait and three state. Item text held: a named third-party instrument. (CC BY 4.0) Hung (2026). The Relationship Between Self-Control and Problematic Short-Form Video Use: The Mediating Roles of Boredom Proneness and Trait-State Fear of Missing Out [Dataset]. Zenodo. | link |
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| hung_2026_grit | Grit scale, 11 items on a 1-7 scale across perseverance of effort and consistency of interest, from 522 students of Chinese Language. (CC BY 4.0) Hung (2026). The Role of Grit and Life Satisfaction in the Growth Mindset-Academic Engagement Link [Dataset]. Zenodo. | link |
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| hung_2026_grit_parental | The 12-item Grit scale, 1-7, answered by 564 Chinese university students; the COI items carry the deposit's own R suffix marking reverse wording, not a recode. Item text held: the Grit scale is rights-blocked. (CC BY 4.0) Hung (2026). Parental Emotional Warmth and Subjective Happiness Among University Students: A Sequential Mediation Model of Adaptive Perfectionism and the Two Dimensions of Grit [Dataset]. Zenodo. | link |
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| hung_2026_growth_mindset | Six implicit-theories-of-intelligence (growth mindset) items on a 1-7 scale, three worded as fixed mindset and three as growth, from 522 students of Chinese Language. (CC BY 4.0) Hung (2026). The Role of Grit and Life Satisfaction in the Growth Mindset-Academic Engagement Link [Dataset]. Zenodo. | link |
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| hung_2026_impulsivity | Three impulsivity items, 1-7, 582 Chinese students. Item text held. (CC BY 4.0) Hung (2026). The Relationship Between Self-Control and Problematic Short-Form Video Use: The Mediating Roles of Boredom Proneness and Trait-State Fear of Missing Out [Dataset]. Zenodo. | link |
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| hung_2026_parental_warmth | 14 parental emotional-warmth items answered by 564 Chinese university students, 1-6: the same seven questions about the father and about the mother. The deposit's two files share 512 ids, so they are merged on id and each repeated block is taken once. Item text held: an EMBU-style measure with no quotable grant. (CC BY 4.0) Hung (2026). Parental Emotional Warmth and Subjective Happiness Among University Students: A Sequential Mediation Model of Adaptive Perfectionism and the Two Dimensions of Grit [Dataset]. Zenodo. | link |
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| hung_2026_perfectionism_order | The 4-item Order subscale of the Almost Perfect Scale-Revised, 1-7, answered by 564 Chinese university students. Item text held: no quotable grant. (CC BY 4.0) Hung (2026). Parental Emotional Warmth and Subjective Happiness Among University Students: A Sequential Mediation Model of Adaptive Perfectionism and the Two Dimensions of Grit [Dataset]. Zenodo. | link |
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| hung_2026_problematic_video | Six problematic short-form-video-use items, 1-7, 582 Chinese students. Item text held: the scale's own stems name social media and it is a named third-party instrument. (CC BY 4.0) Hung (2026). The Relationship Between Self-Control and Problematic Short-Form Video Use: The Mediating Roles of Boredom Proneness and Trait-State Fear of Missing Out [Dataset]. Zenodo. | link |
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| hung_2026_restraint | Three self-restraint items, 1-7, 582 Chinese students. Item text held. (CC BY 4.0) Hung (2026). The Relationship Between Self-Control and Problematic Short-Form Video Use: The Mediating Roles of Boredom Proneness and Trait-State Fear of Missing Out [Dataset]. Zenodo. | link |
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| hung_2026_self_control | Five inhibitory self-control items, 1-7, 582 Chinese students; the R suffix is the deposit's wording-direction marker. Item text held. (CC BY 4.0) Hung (2026). The Relationship Between Self-Control and Problematic Short-Form Video Use: The Mediating Roles of Boredom Proneness and Trait-State Fear of Missing Out [Dataset]. Zenodo. | link |
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| hung_2026_sensation_seek | Three sensation-seeking items, 1-7, 582 Chinese students. Item text held. (CC BY 4.0) Hung (2026). The Relationship Between Self-Control and Problematic Short-Form Video Use: The Mediating Roles of Boredom Proneness and Trait-State Fear of Missing Out [Dataset]. Zenodo. | link |
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| hung_2026_subjective_happiness | The 3-item Subjective Happiness Scale, 1-7, answered by 564 Chinese university students. Item text held: no quotable grant. (CC BY 4.0) Hung (2026). Parental Emotional Warmth and Subjective Happiness Among University Students: A Sequential Mediation Model of Adaptive Perfectionism and the Two Dimensions of Grit [Dataset]. Zenodo. | link |
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| hung_2026_swls | Satisfaction With Life Scale, 5 items on a 1-7 scale, from 522 students of Chinese Language in a study of grit, life satisfaction, growth mindset and academic engagement. (CC BY 4.0) Hung (2026). The Role of Grit and Life Satisfaction in the Growth Mindset-Academic Engagement Link [Dataset]. Zenodo. | link |
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| hung_2026_uwes_s | Utrecht Work Engagement Scale-Student, 17 items on a 1-7 scale across vigour, dedication and absorption, from 522 students of Chinese Language. (CC BY 4.0) Hung (2026). The Role of Grit and Life Satisfaction in the Growth Mindset-Academic Engagement Link [Dataset]. Zenodo. | link |
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| hung_2026b_grit | The Grit scale (perseverance of effort, consistency of interest), 1-7, pooled over the paper's two studies of Chinese students. Item text held: the Grit scale is rights-blocked. (CC BY 4.0) Hung (2026). Growth and Fixed Mindsets as Correlates of Learning Engagement: A Two-Study Investigation of the Serial Mediating Roles of the Two Dimensions of Grit [Dataset]. Zenodo. | link |
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| hung_2026b_mindset | Six implicit-theories-of-intelligence items, 1-7 (FM1-3 fixed-mindset wording, GM4-6 growth), pooled over the paper's two studies of Chinese students. Item text available in the deposit's labels. (CC BY 4.0) Hung (2026). Growth and Fixed Mindsets as Correlates of Learning Engagement: A Two-Study Investigation of the Serial Mediating Roles of the Two Dimensions of Grit [Dataset]. Zenodo. | link |
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| hung_2026b_swls | The 5-item Satisfaction With Life Scale, 1-7, pooled over the paper's two studies of Chinese students (727 and 669) with cov_study distinguishing them. Item text held: SWLS is rights-blocked. A separate 2026 deposit by the same author is already in the IRW as hung_2026_swls; these are different respondents from a different paper. (CC BY 4.0) Hung (2026). Growth and Fixed Mindsets as Correlates of Learning Engagement: A Two-Study Investigation of the Serial Mediating Roles of the Two Dimensions of Grit [Dataset]. Zenodo. | link |
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| hung_2026b_uwes_s | The Utrecht Work Engagement Scale-Student (vigour, dedication, absorption), 1-7, pooled over the paper's two studies (727 and 669; the absorption subscale is longer in study 2). Item text held: UWES is rights-blocked. (CC BY 4.0) Hung (2026). Growth and Fixed Mindsets as Correlates of Learning Engagement: A Two-Study Investigation of the Serial Mediating Roles of the Two Dimensions of Grit [Dataset]. Zenodo. | link |
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| hung_2026c_academic_self_efficacy | Eight academic self-efficacy items, 1-7, 506 students. Item text shipped from the deposit's own SPSS variable and value labels. (CC BY 4.0) Hung (2026). Temporal Associations Between Teacher Support and Academic Procrastination [Dataset]. Zenodo. | link |
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| hung_2026c_cognitive_load | Ten cognitive-load items (three intrinsic, three extraneous, four germane) on a 1-7 agreement scale, 506 students. Item text shipped from the deposit's own SPSS variable and value labels. (CC BY 4.0) Hung (2026). Temporal Associations Between Teacher Support and Academic Procrastination [Dataset]. Zenodo. | link |
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| hung_2026c_procrastination | Seven academic-procrastination items, 1-7, 506 students; the author's AP*R codes mark three reverse-keyed items, stored already reversed. Item text shipped from the deposit's own SPSS variable and value labels. (CC BY 4.0) Hung (2026). Temporal Associations Between Teacher Support and Academic Procrastination [Dataset]. Zenodo. | link |
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| hung_2026c_teacher_support | Three teacher-support items, 1-7, 506 students. TS3 is absent from the deposit; the gap is the source's. Item text shipped from the deposit's own SPSS variable and value labels. (CC BY 4.0) Hung (2026). Temporal Associations Between Teacher Support and Academic Procrastination [Dataset]. Zenodo. | link |
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| hung_2026d_academic_burnout | 16-item academic burnout/engagement battery (exhaustion, cynicism, reduced efficacy), 1-7. (CC BY 4.0) Hung (2026). Trait and State Fear of Missing Out and Adolescent Academic Burnout: A Four-Wave Study. Zenodo. | link |
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| hung_2026d_fomo | Trait (5) and state (7) Fear of Missing Out items, 1-7, from 681 adolescents. A different sample from hung_2026_fomo. (CC BY 4.0) Hung (2026). Trait and State Fear of Missing Out and Adolescent Academic Burnout: A Four-Wave Study. Zenodo. | link |
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| hung_2026d_learning_anxiety | 7 learning-anxiety items, 1-7, same respondents. (CC BY 4.0) Hung (2026). Trait and State Fear of Missing Out and Adolescent Academic Burnout: A Four-Wave Study. Zenodo. | link |
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| hung_2026d_procrastination | 9 general procrastination items, 1-7, same respondents. (CC BY 4.0) Hung (2026). Trait and State Fear of Missing Out and Adolescent Academic Burnout: A Four-Wave Study. Zenodo. | link |
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| hung_2026d_social_desirability | Socially Desirable Response Set, 5 items 1-7. (CC BY 4.0) Hung (2026). Trait and State Fear of Missing Out and Adolescent Academic Burnout: A Four-Wave Study. Zenodo. | link |
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| hung_2026e_fomo | Twelve fear-of-missing-out statements: five trait FoMO items (fearing others have more rewarding experiences, worry about friends having fun without one) and seven state FoMO items about staying continuously online and up to date on social networks. 545 students aged 18-23 (the parental-education categories follow the Chinese school system; the deposit does not state the country). Items and anchors from the deposit's SPSS variable and value labels; 7-point scale, 1 = strongly disagree to 7 = strongly agree. (CC BY 4.0) Hung (2026). Mirror Images: Growth and Fixed Mindsets in Academic Procrastination [Data set]. Zenodo. | link |
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| hung_2026e_mindset | Eight implicit-theory-of-intelligence statements: four growth-mindset (intelligence can be changed a lot) and four fixed-mindset (intelligence cannot really be changed) items, source numbering GM4-6/8 and FM1-3/7; fixed items are not reverse-scored. 545 students aged 18-23 (the parental-education categories follow the Chinese school system; the deposit does not state the country). Items and anchors from the deposit's SPSS variable and value labels; 7-point scale, 1 = strongly disagree to 7 = strongly agree. (CC BY 4.0) Hung (2026). Mirror Images: Growth and Fixed Mindsets in Academic Procrastination [Data set]. Zenodo. | link |
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| hung_2026e_problematic_video | Six items on problematic short-video use in the past six weeks (preoccupation, urge to watch more, watching to forget problems, failed attempts to cut down, restlessness when prevented, harm to study or work); frequency scale 1 = never to 7 = always. 545 students aged 18-23 (the parental-education categories follow the Chinese school system; the deposit does not state the country). Items and anchors from the deposit's SPSS variable and value labels. (CC BY 4.0) Hung (2026). Mirror Images: Growth and Fixed Mindsets in Academic Procrastination [Data set]. Zenodo. | link |
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| hung_2026e_procrastination | Five academic procrastination statements (putting off projects until the last minute, getting distracted from schoolwork, putting off assignments and deadlines). 545 students aged 18-23 (the parental-education categories follow the Chinese school system; the deposit does not state the country). Items and anchors from the deposit's SPSS variable and value labels; 7-point scale, 1 = strongly disagree to 7 = strongly agree. (CC BY 4.0) Hung (2026). Mirror Images: Growth and Fixed Mindsets in Academic Procrastination [Data set]. Zenodo. | link |
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| hung_2026e_social_desirability | Five socially desirable responding statements (always courteous, never taking advantage of someone, never trying to get even, never resentful, always a good listener); the three negatively worded items are stored already reversed. This block carries no value labels in the .sav; its 1-7 range follows the rest of the file. 545 students aged 18-23 (the parental-education categories follow the Chinese school system; the deposit does not state the country). Items and anchors from the deposit's SPSS variable and value labels; 7-point scale, 1 = strongly disagree to 7 = strongly agree. (CC BY 4.0) Hung (2026). Mirror Images: Growth and Fixed Mindsets in Academic Procrastination [Data set]. Zenodo. | link |
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| huo_2025_political_skill | 8-item shortened self-reported Political Skill Inventory (PSI), construction-project partners, N=230 (CC BY 4.0) Huo X, Gao S, Zhang H, et al. (2025) The impacts of project uncertainty and relationship conflict on relationship continuity in construction: The role of political skill. PLOS ONE. | link |
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| huo_2025_project_uncertainty | 8-item project uncertainty scale, construction-project partners, N=230 (CC BY 4.0) Huo X, Gao S, Zhang H, et al. (2025) The impacts of project uncertainty and relationship conflict on relationship continuity in construction: The role of political skill. PLOS ONE. | link |
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| huo_2025_relationship_conflict | 4-item relationship conflict scale, construction-project partners, N=230 (CC BY 4.0) Huo X, Gao S, Zhang H, et al. (2025) The impacts of project uncertainty and relationship conflict on relationship continuity in construction: The role of political skill. PLOS ONE. | link |
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| huo_2025_relationship_continuity | 3-item relationship continuity scale, construction-project partners, N=230 (CC BY 4.0) Huo X, Gao S, Zhang H, et al. (2025) The impacts of project uncertainty and relationship conflict on relationship continuity in construction: The role of political skill. PLOS ONE. | link |
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| hutchinson_2023_household_arrangements conjoint · source = "conj" |
1,935 US heterosexual parents (online sample, August 2020) compared 4 pairs of vignettes describing a married couple with two children, varying childcare availability, each spouse's work status and earnings, division of chore time and the husband's share of traditionally feminine tasks; they chose the arrangement they would prefer and rated each couple's fairness (1-5). (CC0 1.0) Hutchinson, A., Khan, S., & Matfess, H. (2023). Childcare, work, and household labor during a pandemic: Evidence on parents' preferences in the United States. Journal of Experimental Political Science, 10(2), 155-173. | link |
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| huwyler_2025_side_income conjoint · source = "conj" |
Single-vignette experiment: 16,241 respondents in seven European countries (CH, BE, DE, FR, GB, NL, PL) each saw one fictitious Tweet by an MP whose gender, board-seat type, number of seats and side-income disclosure (none, pro bono, 20% or 150% of salary) varied, and rated the MP's trustworthiness and electability (0-10). (CC0 1.0) Huwyler, O., Bailer, S., & Giger, N. (2025). Transparency matters: The positive effect of politicians' side income disclosure on voters' perceptions. European Journal of Political Research. | link |
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| hyatt_2023_aggression_aeq | Aggression Expectancies (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hyatt_2023_aggression_cab | Cognitive/Affective/Behavioral Aggression (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hyatt_2023_aggression_neo | Big Five Personality (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hyatt_2023_aggression_prelim2_epa | Psychopathy (EPA) (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hyatt_2023_aggression_rpa | Reactive-Proactive Aggression (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hyatt_2023_aggression_s3_acme | Aggression Cognitions/Motivations (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hyatt_2023_aggression_s3_bpaq | Trait Aggression (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hyatt_2023_aggression_s3_cast | Sadism (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hyatt_2023_aggression_s3_daq | Displaced Aggression (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hyatt_2023_aggression_s3_srp4 | Psychopathy (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hyatt_2023_aggression_s3_ssis | Short Sadistic Impulse Scale (CC BY 4.0) Hyatt, C. S., Lynam, D. R., West, S. J., Chester, D. S., Carter, N. T., & Miller, J. D. (2023). Development of a measure of aggressive behavior expectancies in adults: The Aggression Expectancy Questionnaire. Aggressive Behavior, 49, 521–535. | link |
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| hypersensitive_narcissism | Data on agreeability with certain narcisstic personality characteristics based on the hyper sensitive narcicissism scale and the dirty dozen (CC BY 4.0) The Hyper Sensitive Narcissism Scale. Hendin, H.; & Cheek, J. (1997). "Assessing Hypersensitive Narcissism: A Re-examination of Murray\'s Narcissism Scale". Journal of Research in Personality, 31, 588-599. The Dirty Dozen. Jonason, P.; Webster, G. (2010). "The Dirty Dozen: A Concise Measure of the Dark Triad". Psychological Assessment, 22(2), 420�432. | link |
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| iandolo_2021_asq | Item-level Attachment Style Questionnaire (ASQ, 40 items, 1-6 Likert) from a cross-cultural comparison of Spanish, Italian, and Japanese young adults; 348 respondents with cov_country/cov_age/cov_gender/cov_romantic_relationship (CC BY 4.0) Iandolo, Giuseppe (2021). EXPLORATION OF THE SPANISH VERSION OF THE ATTACHMENT STYLE QUESTIONNAIRE: A COMPARATIVE STUDY BETWEEN SPANISH, ITALIAN, AND JAPANESE CULTURE. figshare. Dataset. https://doi.org/10.6084/m9.figshare.13601096.v1 | link |
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| iat_difference | Attitudes about difference from IAT database (CC0 1.0) Xu, K., Nosek, B., & Greenwald, A. (2014). Psychology data from the race implicit association test on the project implicit demo website. Journal of open psychology data, 2(1). | link |
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| iat_poverty | Attitudes towards poverty from IAT database (CC0 1.0) Xu, K., Nosek, B., & Greenwald, A. (2014). Psychology data from the race implicit association test on the project implicit demo website. Journal of open psychology data, 2(1). | link |
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| ibaceta_2026_daydreaming | The 12-item Daydreaming Frequency Scale (1-5), from Singer and Antrobus's Imaginal Processes Inventory. 474 Chilean students (279 secondary-school, 195 university; cov_school_level) answered five instruments in one sitting (Ibaceta 2026). The stored values are RAW responses: the deposit's codebook flags 40 items as reverse_before_scoring and spells out the transformation, and a transformation to be applied before scoring has not been applied to the file. itemcov_facet carries the codebook's own facet for every item. (CC BY 4.0) Ibaceta, M. (2026). Mindfully distracted: How emotional dysregulation and mind wandering content relate to mindfulness and psychological well-being [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.23498072 | link |
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| ibaceta_2026_ders | The Difficulties in Emotion Regulation Scale, 25 items (1-5). 474 Chilean students (279 secondary-school, 195 university; cov_school_level) answered five instruments in one sitting (Ibaceta 2026). The stored values are RAW responses: the deposit's codebook flags 40 items as reverse_before_scoring and spells out the transformation, and a transformation to be applied before scoring has not been applied to the file. itemcov_facet carries the codebook's own facet for every item. Facets: emotional inattention, nonacceptance, lack of clarity, impulse control difficulties, goal-directed behaviour difficulties. (CC BY 4.0) Ibaceta, M. (2026). Mindfully distracted: How emotional dysregulation and mind wandering content relate to mindfulness and psychological well-being [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.23498072 | link |
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| ibaceta_2026_ffmq | The 39-item Five Facet Mindfulness Questionnaire (1-5). 474 Chilean students (279 secondary-school, 195 university; cov_school_level) answered five instruments in one sitting (Ibaceta 2026). The stored values are RAW responses: the deposit's codebook flags 40 items as reverse_before_scoring and spells out the transformation, and a transformation to be applied before scoring has not been applied to the file. itemcov_facet carries the codebook's own facet for every item. Facets: observing, describing, acting with awareness, nonjudging, nonreactivity. (CC BY 4.0) Ibaceta, M. (2026). Mindfully distracted: How emotional dysregulation and mind wandering content relate to mindfulness and psychological well-being [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.23498072 | link |
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| ibaceta_2026_mind_wandering | A mind-wandering content measure, 26 items (1-4), the deposit's numbering running 3-39 as a subset of a longer form; item codes keep the source numbers. 474 Chilean students (279 secondary-school, 195 university; cov_school_level) answered five instruments in one sitting (Ibaceta 2026). The stored values are RAW responses: the deposit's codebook flags 40 items as reverse_before_scoring and spells out the transformation, and a transformation to be applied before scoring has not been applied to the file. itemcov_facet carries the codebook's own facet for every item. Facets: positive and negative mind wandering. (CC BY 4.0) Ibaceta, M. (2026). Mindfully distracted: How emotional dysregulation and mind wandering content relate to mindfulness and psychological well-being [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.23498072 | link |
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| ibaceta_2026_ryff_wellbeing | Ryff's psychological well-being scales, 37 items (1-6), the deposit's numbering running 1-39 with 10 and 34 absent; item codes keep the source numbers rather than renumbering. 474 Chilean students (279 secondary-school, 195 university; cov_school_level) answered five instruments in one sitting (Ibaceta 2026). The stored values are RAW responses: the deposit's codebook flags 40 items as reverse_before_scoring and spells out the transformation, and a transformation to be applied before scoring has not been applied to the file. itemcov_facet carries the codebook's own facet for every item. Facets: self-acceptance, positive relationships, autonomy, environmental mastery, purpose in life, personal growth. (CC BY 4.0) Ibaceta, M. (2026). Mindfully distracted: How emotional dysregulation and mind wandering content relate to mindfulness and psychological well-being [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.23498072 | link |
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| ibbett_2024_pa_compliance_scenario conjoint · source = "conj" |
454 people living near protected areas in Indonesia and Tanzania read one 2x2 scenario (peers' rule-breaking high/low, enforcer corruption high/low) and said how willing they were to follow protected-area rules (1 = very willing to 5 = very unwilling) and whether the rules are fair. (CC BY 4.0) Ibbett, H., et al. (2024). Improving compliance around protected areas through fair administration of rules. Conservation Biology. | link |
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| ibbett_2024_pa_sanction_fairness conjoint · source = "conj" |
446 people living near protected areas in Indonesia (229) and Tanzania (217) each rated how fair 8 vignettes of a law-enforcement sanction were; crime, offender origin, offender power and sanction (incl. a bribe) varied in a full 4x2x2x2 factorial. Fairness rated Unfair/Neutral/Fair. (CC BY 4.0) Ibbett, H., et al. (2024). Improving compliance around protected areas through fair administration of rules. Conservation Biology. | link |
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| ibrahim_2015_bfi | Big Five Inventory (44 items, the paper's other focal instrument), chronic kidney disease patients, N=200 (CC BY 4.0) Ibrahim N, Teo SSL, Che Din N, Abdul Gafor AH, Ismail R (2015). The Role of Personality and Social Support in Health-Related Quality of Life in Chronic Kidney Disease Patients. PLOS ONE, 10(7), e0129015. https://doi.org/10.1371/journal.pone.0129015 | link |
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| ibrahim_2015_sf36 | SF-36 health survey (36 items), chronic kidney disease patients, N=200 (CC BY 4.0) Ibrahim N, Teo SSL, Che Din N, Abdul Gafor AH, Ismail R (2015). The Role of Personality and Social Support in Health-Related Quality of Life in Chronic Kidney Disease Patients. PLOS ONE, 10(7), e0129015. https://doi.org/10.1371/journal.pone.0129015 | link |
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| icar_sapa | Sixty items from 4 cognitive ability tests (CC0 1.0) Condon, D. M., & Revelle, W. (2016). Selected ICAR data from the SAPA-Project: Development and initial validation of a public-domain measure. Condon, David; Revelle, William, 2015, "Selected ICAR data from the SAPA-Project: Development and initial validation of a public-domain measure", https://doi.org/10.7910/DVN/AD9RVY, Harvard Dataverse, V2, UNF:6:73sL85mhjMM9L1xA7R6JTA== [fileUNF] | link |
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| iclr_2024_peer_review | ICLR 2024 peer-review scores from OpenReview: 20,361 reviews of 5,265 submissions, each scored on rating (1-10), confidence (1-5), soundness, presentation and contribution (1-4). id = submission, rater = anonymous reviewer id within the submission (reviewer ids do not link across submissions), cov_decision = outcome. 101,805 rows. (CC BY 4.0) Neumann, M. (2025). SNOR v1: Structured and Normalized OpenReview Reviews and Comments (Version 1) [Data set]. Zenodo. Review content: OpenReview.net, ICLR 2024 Conference. | link |
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| idas_machado2024 | Brazilian Version of the Inventory of Depression and Anxiety Symptoms (CC BY 4.0) Machado, G. M., Valentini, F., Watson, D., & Carvalho, L. D. F. (2024). The Brazilian version of the Inventory of Depression and Anxiety Symptoms–Expanded Version: Internal structure, invariance by sex and race, and associations with pathological personality traits. Psychological assessment. | link |
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| idcr_martinez_2023_Story_Recall_1 | Recall based on visual feedback (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_Story_Recall_2 | Recall based on aural feedback (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_Story_Recall_3 | Recall based on shorter stories (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_analogies | Verbal analogies (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_info | General knowledge questions (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_lns | Letter number sequencing (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_matches | Matchstick math (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_numSeries | Continuation of number sequences (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_ps | Pattern span (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_raco | Route and count (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_ravens | Ravens advanced progressive matrices (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idcr_martinez_2023_vocab | Vocbulary items (CC BY 4.0) Martinez, D. (2024). Scoring story recall for individual differences research: Central details, peripheral details, and automated scoring. Behavior Research Methods, 1-17. | link |
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| idemudia_2025_d101 | Acculturation-measures survey block D101 (unlabeled construct), N=329 (CC BY 4.0) Idemudia, E. S., et al. (2025). Cross-cultural validation of acculturation measures: Expanding the East Asian acculturation framework for global applicability. PLOS ONE. | link |
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| idemudia_2025_e201 | Acculturation-measures survey block E201 (unlabeled construct), N=329 (CC BY 4.0) Idemudia, E. S., et al. (2025). Cross-cultural validation of acculturation measures: Expanding the East Asian acculturation framework for global applicability. PLOS ONE. | link |
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| idemudia_2025_s101 | Acculturation-measures survey block S101 (unlabeled construct), N=329 (CC BY 4.0) Idemudia, E. S., et al. (2025). Cross-cultural validation of acculturation measures: Expanding the East Asian acculturation framework for global applicability. PLOS ONE. | link |
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| idemudia_2025_s201 | Acculturation-measures survey block S201 (unlabeled construct), N=329 (CC BY 4.0) Idemudia, E. S., et al. (2025). Cross-cultural validation of acculturation measures: Expanding the East Asian acculturation framework for global applicability. PLOS ONE. | link |
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| idemudia_2025_s301 | Acculturation-measures survey block S301 (unlabeled construct), N=329 (CC BY 4.0) Idemudia, E. S., et al. (2025). Cross-cultural validation of acculturation measures: Expanding the East Asian acculturation framework for global applicability. PLOS ONE. | link |
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| idemudia_2025_t101 | Acculturation-measures survey block T101 (unlabeled construct), N=329 (CC BY 4.0) Idemudia, E. S., et al. (2025). Cross-cultural validation of acculturation measures: Expanding the East Asian acculturation framework for global applicability. PLOS ONE. | link |
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| idemudia_2025_t201 | Acculturation-measures survey block T201 (unlabeled construct), N=329 (CC BY 4.0) Idemudia, E. S., et al. (2025). Cross-cultural validation of acculturation measures: Expanding the East Asian acculturation framework for global applicability. PLOS ONE. | link |
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| identity_fusion_gomez_2025 | This dataset comes from eight studies and a supplementary study tested the hypothesis that self-verification (receiving evaluations that confirm one’s self-views) increases fusion (a synergistic union with a group, individual, or cause), which, in turn, increases behavioral support for the target of fusion. The data include item-level responses from all studies, covering measures of self-verification, identity fusion, willingness to fight and die. (CC BY 4.0) Gómez, A., Vázquez, A., Alba, B., Blanco, L., Chinchilla, J., Chiclana, S., & Swann, W. B. (2024). Feeling understood fosters identity fusion. Journal of Personality and Social Psychology. https://doi.org/10.1037/pspi0000464 | link |
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| ieswriting_molloy_2022 | IES Writing Achievement Study (CC BY-NC-SA 4.0) Educational Testing Service. (n.d.). IES Writing Achievement Study Data. GitHub. Retrieved January 6, 2025, from https://github.com/EducationalTestingService/ies-writing-achievement-study-data | link |
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| igarashi_2022_skilled_immigrant conjoint · source = "conj" |
3,000 Japanese adults each read one vignette about a 32-year-old Chinese man applying for a 3-5 year working visa, varying his skill (computer-science master's and systems engineer vs technical high school and plumber) and extra information (none, wants a convenience-store job, chronic asthma and health insurance use, teen shoplifting arrest); they said whether they would approve the visa. (CC0 1.0) Igarashi, A., Miwa, H., & Ono, Y. (2022). Why do citizens prefer high-skilled immigrants to low-skilled immigrants? Identifying causal mechanisms of immigration preferences with a survey experiment. Research & Politics, 9(2). | link |
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| igarashi_2025_discrimination_judgement conjoint · source = "conj" |
4,000 Japanese adults (Lucid, January 2024) each rated 4 factorial vignettes about a hypothetical 25-year-old rejected for a job or snubbed in a board game club, with target attribute (gender, nationality, sexuality, university), advantaged/disadvantaged group and mechanism randomized; outcome is a 1-6 rating of how likely the scenario is discriminatory. (CC0 1.0) Igarashi, A., Kano, Y., & Miwa, H. (2025). ChatGPT versus humans in judging discriminatory scenarios: Experimental evidence from a Japanese context. Humanities and Social Sciences Communications, 12, 1776. | link |
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| igarashi_2025_minority_candidates conjoint · source = "conj" |
Japanese online-panel respondents (Rakuten Insight, March 2024, n = 3,000) each read one vignette about a hypothetical LDP candidate randomized by name (Japanese, American or Chinese), origin (Japan, U.S., China) and migrant-voting-rights policy (pro or restrictive), and rated willingness to vote for and favorability toward the candidate (5-point). (CC0 1.0) Igarashi, A., & Ono, Y. (2025). Voter preferences for ethnoracial minority candidates: The role of policy alignment and shared identity. Journal of Experimental Political Science. | link |
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| iilonga_2023_algebra_word_problems | Algebraic word problem-solving achievement test: six problems each rubric-scored on four Polya domains (understanding 0-2, planning 0-2, carrying out 0-4, looking back 0-2), 24 scores, 351 Namibian secondary-school learners in ten schools; item_family = problem, cluster_id = school; cov_gender, cov_home_language, cov_field. (CC BY 4.0) Iilonga, H., & Ogbonnaya, U. (2023). Algebraic word problem solving achievement test and strategies [Data set]. University of Pretoria. https://doi.org/10.25403/UPresearchdata.23634318.v1 | link |
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| ilearnathome_regalado_2025 | Pedagogical Use of ICT in Distance Education during the Pandemic in Peru (CC BY 4.0) López Regalado, O., Collazos Alarcon, M. A., HEREDIA LLATAS, F. D., Reynosa Navarro, E., SALDAÑA MILLAN, J. M., Callao Alarcón., M., Jannet Alicia, S. A., & Vela Meléndez, L. (2025). I Learn at Home: Pedagogical Use of ICT in Distance Education during the Pandemic in Peru [Data set]. Zenodo. | link |
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| ilic2019_cddq | Cervical Dysplasia Distress Questionnaire (CDDQ; 23 items); Serbian women with abnormal Pap smear results; N=154; 1-4 Likert (CC0 1.0) Ilic, M. (2019). Psychological distress among women with abnormal Pap smear results in Serbia: validity and reliability of the Cervical Dysplasia Distress Questionnaire [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/NV9GJD | link |
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| ilic_2019_whoqol_bref | WHOQOL-BREF quality of life questionnaire, 26 items on a 1-5 scale, Serbian medical students. 19,580 responses from 759 respondents on 26 items. (CC BY 4.0) Ilic, I. (2019). Psychometric properties of the World Health Organization's Quality of Life (WHOQOL-BREF) questionnaire [Data set]. Zenodo. https://doi.org/10.5281/zenodo.3404237 | link |
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| imaizumi_2018_trypophobia | Trypophobia Questionnaire (Le et al. 2015), Japanese version, 17 items, 1-5 (two DUMMY filler items dropped). 582 Japanese adults recruited online. (CC BY 4.0) Imaizumi S, Tanno Y (2018). Rasch analysis of the Trypophobia Questionnaire. BMC Research Notes 11:128. https://doi.org/10.1186/s13104-018-3245-5 | link |
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| immer09_immer | Reviewer ratings for conference papers. (GPL-3.0) Kuhlisch, W., Roos, M., Rothe, J., Rudolph, J., Scheuermann, B., & Stoyan, D. (2016). A statistical approach to calibrating the scores of biased reviewers of scientific papers. Metrika, 79, 37-57. | link |
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| immer10_immer | Standard settings ratings (GPL-3.0) n/a | link |
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| immer12_immer | Ratings of 2002 olympics pairs figure skating (GPL-3.0) n/a | link |
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| imos_1984 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1984). Individual results, IMO 1984. https://www.imo-official.org/results/individual/year/1984/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1985 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1985). Individual results, IMO 1985. https://www.imo-official.org/results/individual/year/1985/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1986 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1986). Individual results, IMO 1986. https://www.imo-official.org/results/individual/year/1986/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1987 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1987). Individual results, IMO 1987. https://www.imo-official.org/results/individual/year/1987/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1988 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1988). Individual results, IMO 1988. https://www.imo-official.org/results/individual/year/1988/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1989 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1989). Individual results, IMO 1989. https://www.imo-official.org/results/individual/year/1989/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1990 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1990). Individual results, IMO 1990. https://www.imo-official.org/results/individual/year/1990/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1991 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1991). Individual results, IMO 1991. https://www.imo-official.org/results/individual/year/1991/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1992 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1992). Individual results, IMO 1992. https://www.imo-official.org/results/individual/year/1992/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1993 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1993). Individual results, IMO 1993. https://www.imo-official.org/results/individual/year/1993/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1994 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1994). Individual results, IMO 1994. https://www.imo-official.org/results/individual/year/1994/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1995 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1995). Individual results, IMO 1995. https://www.imo-official.org/results/individual/year/1995/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1996 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1996). Individual results, IMO 1996. https://www.imo-official.org/results/individual/year/1996/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1997 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1997). Individual results, IMO 1997. https://www.imo-official.org/results/individual/year/1997/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1998 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1998). Individual results, IMO 1998. https://www.imo-official.org/results/individual/year/1998/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_1999 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (1999). Individual results, IMO 1999. https://www.imo-official.org/results/individual/year/1999/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2000 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2000). Individual results, IMO 2000. https://www.imo-official.org/results/individual/year/2000/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2001 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2001). Individual results, IMO 2001. https://www.imo-official.org/results/individual/year/2001/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2002 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2002). Individual results, IMO 2002. https://www.imo-official.org/results/individual/year/2002/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2003 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2003). Individual results, IMO 2003. https://www.imo-official.org/results/individual/year/2003/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2004 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2004). Individual results, IMO 2004. https://www.imo-official.org/results/individual/year/2004/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2005 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2005). Individual results, IMO 2005. https://www.imo-official.org/results/individual/year/2005/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2006 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2006). Individual results, IMO 2006. https://www.imo-official.org/results/individual/year/2006/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2007 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2007). Individual results, IMO 2007. https://www.imo-official.org/results/individual/year/2007/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2008 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2008). Individual results, IMO 2008. https://www.imo-official.org/results/individual/year/2008/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2009 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2009). Individual results, IMO 2009. https://www.imo-official.org/results/individual/year/2009/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2010 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2010). Individual results, IMO 2010. https://www.imo-official.org/results/individual/year/2010/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2011 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2011). Individual results, IMO 2011. https://www.imo-official.org/results/individual/year/2011/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2012 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2012). Individual results, IMO 2012. https://www.imo-official.org/results/individual/year/2012/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2013 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2013). Individual results, IMO 2013. https://www.imo-official.org/results/individual/year/2013/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2014 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2014). Individual results, IMO 2014. https://www.imo-official.org/results/individual/year/2014/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2015 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2015). Individual results, IMO 2015. https://www.imo-official.org/results/individual/year/2015/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2016 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2016). Individual results, IMO 2016. https://www.imo-official.org/results/individual/year/2016/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imos_2017 | International Math Olympiad problems (CC0 1.0) International Mathematical Olympiad (2017). Individual results, IMO 2017. https://www.imo-official.org/results/individual/year/2017/ . Problem scores (0-7) as compiled by Bai Li (2018), International Mathematical Olympiad (IMO) Scores [Data set], Kaggle, https://www.kaggle.com/datasets/luckyt/imo-scores (CC0), scraped from imo-official.org. | link |
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| imps2025_hf | Hearts and Flowers (Permission via Email) Obradović, J., Sulik, M. J., Finch, J. E., & Tirado-Strayer, N. (2018). Assessing students’ executive functions in the classroom: Validating a scalable group-based procedure. Journal of Applied Developmental Psychology, 55, 4–13. doi:10.1016/j.appdev.2017.03.003 DeJoseph, M. L., Merculief, A., Sulik, M. J., & Obradović, J. (2025). Understanding Learning Variability in Early Childhood: An Equity-Centered Assessment of Cognitive Regulation among Diverse Preschool Children. Early Education and Development, 1–25. https://doi.org/10.1080/10409289.2025.2578816 | link |
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| incerti_2021_china_japan_cn conjoint · source = "conj" |
Paired conjoint on Japan-China relations: 3,639 Chinese online respondents chose between two hypothetical bilateral policy packages in 3 tasks varying Yasukuni visits, One Belt One Road cooperation, tariffs in each direction, Japan's constitutional amendment and Diaoyu/Senkaku sovereignty and resource development. (CC0 1.0) Incerti, T., Mattingly, D., Rosenbluth, F., Tanaka, S., & Yue, J. (2021). Hawkish partisans: How political parties shape nationalist conflicts in China and Japan. British Journal of Political Science, 51(4), 1494-1515. | link |
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| incerti_2021_china_japan_jp conjoint · source = "conj" |
Paired conjoint on Japan-China relations: 3,331 Japanese online respondents chose between two hypothetical bilateral policy packages in 3 tasks varying Yasukuni visits, One Belt One Road cooperation, tariffs in each direction, Japan's constitutional amendment and Diaoyu/Senkaku sovereignty and resource development. (CC0 1.0) Incerti, T., Mattingly, D., Rosenbluth, F., Tanaka, S., & Yue, J. (2021). Hawkish partisans: How political parties shape nationalist conflicts in China and Japan. British Journal of Political Science, 51(4), 1494-1515. | link |
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| inouye_2026_sympathies_2023 conjoint · source = "conj" |
US online panel respondents (Study 1, fielded 28-30 October 2023, after the Gaza ground invasion; 1,253 completes, 1,198 in the authors' sample) chose which of two hypothetical groups in a dispute they sympathized with more, over 11 pairs (the 11th repeats the first, flipped) described by 8 binary attributes such as majority religion, democracy and territorial goal. (CC0 1.0) Inouye, R., & Horiuchi, Y. (2026). Unraveling Americans' selective sympathies toward Israelis and Palestinians. International Studies Quarterly, 70(2), sqag027. | link |
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| inouye_2026_sympathies_2025 conjoint · source = "conj" |
US online panel respondents (Study 2, fielded May 2025; 1,104 completes, 1,001 in the authors' sample) chose which of two hypothetical groups in a dispute they sympathized with more, over 11 pairs (the 11th repeats the first, flipped) described by 8 binary attributes such as majority religion, democracy and territorial goal. The same pairs were later judged for which group is more similar to Palestinian groups (pairs 1-5) or to the Israeli government (pairs 6-10). (CC0 1.0) Inouye, R., & Horiuchi, Y. (2026). Unraveling Americans' selective sympathies toward Israelis and Palestinians. International Studies Quarterly, 70(2), sqag027. | link |
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| inshrah_2026_fintech_privacy | Fintech privacy survey, 33 items in five blocks (DV1-4, TW1-3, PC1-4, PPB1-12, PL1-10), 1-5; N = 350 fintech users; no covariates. (CC BY 4.0) Inshrah, S., & Polietty, A. (2026). Data Vulnerability & Privacy Literacy in FinTech Application Usage: An extended APBO framework [Data set]. Mendeley Data. https://doi.org/10.17632/hdypcn78xp | link |
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| intlfootball_men_1872-2026 competitions · source = "comp" |
Men's international football results, 1872-2026 (Mart Jürisoo / martj42) (CC0 1.0) Jürisoo, M. International football results from 1872 to 2026 [Data set]. Kaggle / GitHub (martj42/international_results). | link |
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| intlfootball_women_1956-2026 competitions · source = "comp" |
Women's international football results, 1956-2026 (Mart Jürisoo / martj42) (CC0 1.0) Jürisoo, M. Women's international football results [Data set]. Kaggle / GitHub (martj42/womens-international-results). | link |
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| introversion_extroversion | Participants respond to statements on extraversion and introversion behaviors on a likert scale (CC BY 4.0) Development of the Multidimensional Introversion-Extraversion ScalesX [dataset and codebook]. http://openpsychometrics.org/_rawdata/MIES_Dev_Data.zip | link |
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| iowa_gambling_task | Across 10 different trials, 617 healthy (no neurological impairments) participants perform the Iowa gambling task (choose among options, each of which was associated with different risks and rewards) (CC BY-SA 4.0) Steingroever, H., Fridberg, D. J., Horstmann, A., Kjome, K. L., Kumari, V., Lane, S. D., PhD, … Wagenmakers, E.-J. (2015, March 30). Data from 617 Healthy Participants Performing the Iowa Gambling Task: A “Many Labs” Collaboration. Retrieved from osf.io/8t7rm | link |
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| ipip_openpsychometrics_ad | IPIP Adventurousness Scale (CC BY 4.0) Goldberg, L. R., Johnson, J. A., Eber, H. W., Hogan, R., Ashton, M. C., Cloninger, C. R., & Gough, H. C. (2006). The International Personality Item Pool and the future of public-domain personality measures. Journal of Research in Personality,40, 84–96 | link |
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| ipip_openpsychometrics_as | IPIP Assertiveness Scale (CC BY 4.0) Goldberg, L. R., Johnson, J. A., Eber, H. W., Hogan, R., Ashton, M. C., Cloninger, C. R., & Gough, H. C. (2006). The International Personality Item Pool and the future of public-domain personality measures. Journal of Research in Personality,40, 84–96 | link |
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| ipip_openpsychometrics_do | IPIP Dominance Scale (CC BY 4.0) Goldberg, L. R., Johnson, J. A., Eber, H. W., Hogan, R., Ashton, M. C., Cloninger, C. R., & Gough, H. C. (2006). The International Personality Item Pool and the future of public-domain personality measures. Journal of Research in Personality,40, 84–96 | link |
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| ipip_openpsychometrics_sc | IPIP Social Confidence Scale (CC BY 4.0) Goldberg, L. R., Johnson, J. A., Eber, H. W., Hogan, R., Ashton, M. C., Cloninger, C. R., & Gough, H. C. (2006). The International Personality Item Pool and the future of public-domain personality measures. Journal of Research in Personality,40, 84–96 | link |
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| ipq_doglioni_2021 | Psychometric characteristics of the Revised Illness Perception Questionnaire (IPQ-R) in adults with sickle cell disease (CC BY 4.0) Oudin Doglioni, D. (2021, May 11). Psychometric proprieties IPQ. https://doi.org/10.17605/OSF.IO/YABFV | link |
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| ips_vangsness_2019 | Irrational Procrastination Scale (CC BY 4.0) Vangsness, L., Voss, N. M., Maddox, N., Devereaux, V., Martin, E., & Nystrom, C. (2022, January 24). Self-Report Measures of Procrastination Exhibit Inconsistent Concurrent Validity, Predictive Validity, and Psychometric Properties. https://doi.org/10.17605/OSF.IO/R7WCX | link |
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| iqbal_2022_curriculum_skills | 38-item multi-construct survey on curriculum delivery and entrepreneurial-skill development (objectives, content mastery, teaching strategies, feedback, ICT knowledge, entrepreneurial skills; all 1-7 Likert), Pakistani university students (CC BY 4.0) Iqbal J, Yi X, Ashraf M, Chen R, Ning J, Perveen S (2022) How curriculum delivery translates into entrepreneurial skills: The mediating role of knowledge of information and communication technology. PLoS ONE. | link |
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| irmer_2026_childs | Children's Depression Screener (ChilD-S), 8 items, 1-5, at pretest (wave 1) and posttest (wave 2) two weeks apart; items 1 and 7 are stored reverse-scored. 200 early adolescents (103 female; ages 10-14), zEbra 14-day diary study administered in German. Covariate: female. (CC BY 4.0) Irmer A, Schmiedek F (2026). Affective reactivity to upward social comparisons rather than social media use predicts increases in early adolescents' depressive symptoms. Scientific Reports 16:19189. https://doi.org/10.1038/s41598-026-58879-z | link |
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| irmer_2026_daily_negaffect | Daily negative affect (unhappy, sad, miserable, afraid), 4 items, 1-5, over up to 14 diary days (wave = day). 200 early adolescents (103 female; ages 10-14), zEbra 14-day diary study administered in German. Covariate: female. (CC BY 4.0) Irmer A, Schmiedek F (2026). Affective reactivity to upward social comparisons rather than social media use predicts increases in early adolescents' depressive symptoms. Scientific Reports 16:19189. https://doi.org/10.1038/s41598-026-58879-z | link |
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| irmer_2026_daily_upward | Daily upward social comparison on social media, 6 items, 1-5, over up to 14 diary days (wave = day). 200 early adolescents (103 female; ages 10-14), zEbra 14-day diary study administered in German. Covariate: female. (CC BY 4.0) Irmer A, Schmiedek F (2026). Affective reactivity to upward social comparisons rather than social media use predicts increases in early adolescents' depressive symptoms. Scientific Reports 16:19189. https://doi.org/10.1038/s41598-026-58879-z | link |
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| iscenco_2017_codru_reserve conjoint · source = "conj" |
Choice experiment: 177 Moldovan residents (city and village) chose in 6 choice sets between the status quo and two alternative plans for the Codru Nature Reserve (territory, plant and insect species conserved, symbolic species observed, visitor price in MDL). (CC BY 4.0) Iscenco, A., de Kruiff, T., Fausto, F., & Ungureanu, E. (2023). The Codru Quest: Economic valuation of the ecosystem services of the Codru Protected Area [Data set]. Mendeley Data. Moldovan Environmental Governance Academy. | link |
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| ishima_2026_perceived_ideology conjoint · source = "conj" |
Japanese adults (n = 1,229) compared two hypothetical politicians in each of 8 tasks (coalition with the JCP, tone, issue, age, career, gender, home prefecture) and chose which was more left-wing, liberal or progressive, the wording assigned between respondents (n = 406/414/409). (CC0 1.0) Ishima, H., Ashitani, K., & Okada, A. (2026). Confrontation, cooperation, and perceived ideology: Experimental research on voters' perceived positions and political competition. Japanese Journal of Political Science. | link |
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| isi_insomnia_wang2025 | The Insomnia Severity Index (ISI) (CC BY 4.0) Wang, W., Shen, X., Guo, X., Liu, S., Chen, Q., Ma, S., & Jian, Y. (2025). Psychometric evaluation of the insomnia severity index in 570,295 Chinese adolescents: A bifactor item-response theory analysis. Journal of Pacific Rim Psychology, 19, 18344909241310783. | link |
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| ising_network_sim simulated · source = "sim" |
Simulated binary symptom data from a known Ising network: 1,000 persons x 20 nodes, random graph (edge probability 0.2), squared-normal edge weights. True node thresholds, degrees and the full edge-weight matrix in itemcov_true_* (itemcov_true_w_itemKK = weight to itemKK). (CC0 1.0) van Borkulo, C. D., Borsboom, D., Epskamp, S., Blanken, T. F., Boschloo, L., Schoevers, R. A., & Waldorp, L. J. (2014). A new method for constructing networks from binary data. Scientific Reports, 4, 5918. Generated with IsingSampler::IsingSampler (Epskamp, S., IsingSampler R package, version 0.5.0). | link |
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| islam_2021_bai | Beck Anxiety Inventory (21 items), 0-3; 1,899 adults in Bangladesh, May-June 2021; cov_sex, cov_age, cov_education, cov_mental_history, cov_division, cov_urban, cov_living_with, cov_profession, cov_frontliner, cov_married, cov_has_children, cov_covid_infected, cov_family_covid, cov_family_covid_death, cov_vaccinated, cov_vaccine_interest (codes; labels in the .sav). (CC BY 4.0) Islam, M. (2021). Modifiable and nonmodifiable factors associated with anxiety, depression, and stress after one year of the COVID-19 pandemic [Data set]. Mendeley Data, V1. https://doi.org/10.17632/6szgbkpzn8.1 | link |
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| islam_2021_lotr | Life Orientation Test-Revised (10 items incl. fillers), 0-4; 1,899 adults in Bangladesh, May-June 2021; cov_sex, cov_age, cov_education, cov_mental_history, cov_division, cov_urban, cov_living_with, cov_profession, cov_frontliner, cov_married, cov_has_children, cov_covid_infected, cov_family_covid, cov_family_covid_death, cov_vaccinated, cov_vaccine_interest (codes; labels in the .sav). (CC BY 4.0) Islam, M. (2021). Modifiable and nonmodifiable factors associated with anxiety, depression, and stress after one year of the COVID-19 pandemic [Data set]. Mendeley Data, V1. https://doi.org/10.17632/6szgbkpzn8.1 | link |
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| islam_2021_maas | Mindful Attention Awareness Scale, 5-item form, 1-6 (1 almost always .. 6 almost never); 1,899 adults in Bangladesh, May-June 2021; cov_sex, cov_age, cov_education, cov_mental_history, cov_division, cov_urban, cov_living_with, cov_profession, cov_frontliner, cov_married, cov_has_children, cov_covid_infected, cov_family_covid, cov_family_covid_death, cov_vaccinated, cov_vaccine_interest (codes; labels in the .sav). (CC BY 4.0) Islam, M. (2021). Modifiable and nonmodifiable factors associated with anxiety, depression, and stress after one year of the COVID-19 pandemic [Data set]. Mendeley Data, V1. https://doi.org/10.17632/6szgbkpzn8.1 | link |
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| islam_2021_phq9 | PHQ-9, 0-3; 1,899 adults in Bangladesh, May-June 2021; cov_sex, cov_age, cov_education, cov_mental_history, cov_division, cov_urban, cov_living_with, cov_profession, cov_frontliner, cov_married, cov_has_children, cov_covid_infected, cov_family_covid, cov_family_covid_death, cov_vaccinated, cov_vaccine_interest (codes; labels in the .sav). (CC BY 4.0) Islam, M. (2021). Modifiable and nonmodifiable factors associated with anxiety, depression, and stress after one year of the COVID-19 pandemic [Data set]. Mendeley Data, V1. https://doi.org/10.17632/6szgbkpzn8.1 | link |
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| islam_2021_pss4 | Perceived Stress Scale-4, 0-4; 1,899 adults in Bangladesh, May-June 2021; cov_sex, cov_age, cov_education, cov_mental_history, cov_division, cov_urban, cov_living_with, cov_profession, cov_frontliner, cov_married, cov_has_children, cov_covid_infected, cov_family_covid, cov_family_covid_death, cov_vaccinated, cov_vaccine_interest (codes; labels in the .sav). (CC BY 4.0) Islam, M. (2021). Modifiable and nonmodifiable factors associated with anxiety, depression, and stress after one year of the COVID-19 pandemic [Data set]. Mendeley Data, V1. https://doi.org/10.17632/6szgbkpzn8.1 | link |
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| islam_2022_bsmas | 6-item Bergen Social Media Addiction Scale (BSMAS), Bangladeshi school-going adolescents, N=428 (CC BY 4.0) Islam MS, Jahan I, Dewan MAA, et al. (2022) Psychometric properties of three online-related addictive behavior instruments among Bangladeshi school-going adolescents. PLOS ONE. | link |
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| islam_2022_gad7 | GAD-7 anxiety screener, Bangladeshi school-going adolescents, N=428 (CC BY 4.0) Islam MS, Jahan I, Dewan MAA, et al. (2022) Psychometric properties of three online-related addictive behavior instruments among Bangladeshi school-going adolescents. PLOS ONE. | link |
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| islam_2022_gdt | 4-item Gaming Disorder Test (GDT), Bangladeshi school-going adolescents, N=428 (CC BY 4.0) Islam MS, Jahan I, Dewan MAA, et al. (2022) Psychometric properties of three online-related addictive behavior instruments among Bangladeshi school-going adolescents. PLOS ONE. | link |
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| islam_2022_igds9sf | 9-item Internet Gaming Disorder Scale-Short Form (IGDS9-SF), Bangladeshi school-going adolescents, N=428 (CC BY 4.0) Islam MS, Jahan I, Dewan MAA, et al. (2022) Psychometric properties of three online-related addictive behavior instruments among Bangladeshi school-going adolescents. PLOS ONE. | link |
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| islam_2022_phq9 | PHQ-9 depression screener, Bangladeshi school-going adolescents, N=428 (CC BY 4.0) Islam MS, Jahan I, Dewan MAA, et al. (2022) Psychometric properties of three online-related addictive behavior instruments among Bangladeshi school-going adolescents. PLOS ONE. | link |
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| islam_2026_ethical_distance_canada conjoint · source = "conj" |
2,165 Canadian respondents (329 answering in French) each completed six paired candidate conjoints, one per ethical issue (death penalty, lying, bribery, cheating on a spouse, homosexuality, suicide), with candidates varying in age, gender, party, race, profession, government experience and their stated acceptability of that issue; they chose one candidate and rated both 0-100. (CC0 1.0) Islam, M. M., & Loewen, P. (2026). Ethical distance and electoral accountability: Voters punish politicians whose ethical views diverge from societal consensus. | link |
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| islam_2026_ethical_distance_us conjoint · source = "conj" |
3,612 US respondents each completed six paired candidate conjoints, one per ethical issue (death penalty, lying, bribery, cheating on a spouse, homosexuality, suicide), with candidates varying in age, gender, party, race, profession, government experience and their stated acceptability of that issue; they chose one candidate and rated both 0-100. (CC0 1.0) Islam, M. M., & Loewen, P. (2026). Ethical distance and electoral accountability: Voters punish politicians whose ethical views diverge from societal consensus. | link |
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| issueirt_votes_shin_2024 | Roll-call vote responses from the 52nd to 54th U.S. House of Representatives. (GPL-3.0) Shin, S. (2024). Measuring Issue Specific Ideal Points from Roll Call Votes (Doctoral dissertation, Ph. D. thesis, Harvard University. Ph. D. Candidate, Department of Government and Institute for Quantitative Social Science). | link |
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| item_slope_west_2024_bscs | Clarifying the relationship between trait aggression and self-control using random item slope regression (CC BY 4.0) West, S. J. (2024, May 17). Clarifying the Relationship Between Aggression and Self-Control Using Random Item Slope Regression. Retrieved from osf.io/wzpme | link |
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| itemrandom_buchanan_2018_LPQ | Life Purpose Questionnaire: 20 true/false items assessing meaning in life; simplified Purpose in Life alternative. (CC BY 4.0) Buchanan, E. M., Foreman, R. E., Huber, B. N., Pavlacic, J. M., Swadley, R. N., and Schulenberg, S. E., “Does the Delivery Matter? Examining Randomization at the Item Level”, EarthArXiv eprints, Art. no. P93DF, 2017. doi:10.31219/osf.io/p93df. | link |
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| itemrandom_buchanan_2018_PIL | Purpose in Life Test: 20 items rating perceived meaning and purpose, 1–7 scale. (CC BY 4.0) Buchanan, E. M., Foreman, R. E., Huber, B. N., Pavlacic, J. M., Swadley, R. N., and Schulenberg, S. E., “Does the Delivery Matter? Examining Randomization at the Item Level”, EarthArXiv eprints, Art. no. P93DF, 2017. doi:10.31219/osf.io/p93df. | link |
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| iwai_2023_apology_quality | Apology quality ratings, 8 items (APOL1-8), 1-7; N = 212 Brazilian adults (Study 2 experiment); cov_condition (1 moral-identity prime / 0 control), cov_gender, cov_age, cov_education. (CC BY 4.0) Iwai, T., & Carvalho, J. V. (2023). Data and Materials for "How Transgressor's Moral Identity Leads to High-Quality Apologies: The Positive Role of Guilt" [Data set]. Mendeley Data. https://doi.org/10.17632/sgn96vfxr4 | link |
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| iwai_2023_guilt | State guilt after a recalled transgression, 3 items (Guilt1-3), 1-5; N = 586 Brazilian adults pooled over three studies (cov_study); cov_gender, cov_age, cov_education. (CC BY 4.0) Iwai, T., & Carvalho, J. V. (2023). Data and Materials for "How Transgressor's Moral Identity Leads to High-Quality Apologies: The Positive Role of Guilt" [Data set]. Mendeley Data. https://doi.org/10.17632/sgn96vfxr4 | link |
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| iwai_2023_moral_identity | Moral identity internalization, 5 items (MI1-5; MI3/MI4 reverse-worded, as answered), 1-5; N = 374 Brazilian adults pooled over Studies 1 and 3 (cov_study); cov_gender, cov_age, cov_education. (CC BY 4.0) Iwai, T., & Carvalho, J. V. (2023). Data and Materials for "How Transgressor's Moral Identity Leads to High-Quality Apologies: The Positive Role of Guilt" [Data set]. Mendeley Data. https://doi.org/10.17632/sgn96vfxr4 | link |
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| iwai_2023_panas10 | PANAS short form, 10 items (PAN1_N..PAN10_P; N/P = negative/positive affect), 1-5; N = 241 Brazilian adults (Study 3); cov_gender, cov_age, cov_education. (CC BY 4.0) Iwai, T., & Carvalho, J. V. (2023). Data and Materials for "How Transgressor's Moral Identity Leads to High-Quality Apologies: The Positive Role of Guilt" [Data set]. Mendeley Data. https://doi.org/10.17632/sgn96vfxr4 | link |
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| iwai_2023_shame | State shame after a recalled transgression, 5 items (Shame1-5), 1-5; N = 453 Brazilian adults pooled over Studies 2 and 3 (cov_study); cov_gender, cov_age, cov_education. (CC BY 4.0) Iwai, T., & Carvalho, J. V. (2023). Data and Materials for "How Transgressor's Moral Identity Leads to High-Quality Apologies: The Positive Role of Guilt" [Data set]. Mendeley Data. https://doi.org/10.17632/sgn96vfxr4 | link |
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| iwanicka_2017_ciss | Coping Inventory for Stressful Situations (CISS, 48 items, 1-5), Polish version, from 119 adults in inpatient alcohol-dependence therapy (CC BY 4.0) Iwanicka, K., Gerhant, A., & Olajossy, M. (2017). Psychopathological symptoms, defense mechanisms and time perspectives among subjects with alcohol dependence (AD) presenting different patterns of coping with stress. PeerJ, 5, e3576. | link |
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| iwanicka_2017_dsq40 | Defense Style Questionnaire (DSQ-40, 1-9), Polish version, from 120 adults in inpatient alcohol-dependence therapy (CC BY 4.0) Iwanicka, K., Gerhant, A., & Olajossy, M. (2017). Psychopathological symptoms, defense mechanisms and time perspectives among subjects with alcohol dependence (AD) presenting different patterns of coping with stress. PeerJ, 5, e3576. | link |
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| iwanicka_2017_scl90 | Symptom Checklist-90 (SCL-90, 0-4), Polish version, from 120 adults in inpatient alcohol-dependence therapy (CC BY 4.0) Iwanicka, K., Gerhant, A., & Olajossy, M. (2017). Psychopathological symptoms, defense mechanisms and time perspectives among subjects with alcohol dependence (AD) presenting different patterns of coping with stress. PeerJ, 5, e3576. | link |
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| iwanicka_2017_szpti | Short Zimbardo Time Perspective Inventory (SZPTI-PL, 15 items, 1-5) from 120 adults in inpatient alcohol-dependence therapy (CC BY 4.0) Iwanicka, K., Gerhant, A., & Olajossy, M. (2017). Psychopathological symptoms, defense mechanisms and time perspectives among subjects with alcohol dependence (AD) presenting different patterns of coping with stress. PeerJ, 5, e3576. | link |
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| iwasa_2016_asi | Anxiety Sensitivity Index (16 items), Japanese sample (CC BY 4.0) Iwasa K, Tanaka T, Yamada Y (2016). Factor Structure, Reliability, and Validity of the Japanese Version of the Disgust Propensity and Sensitivity Scale-Revised. PLOS ONE, 11(10), e0164630. https://doi.org/10.1371/journal.pone.0164630 | link |
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| iwasa_2016_dpssr | Disgust Propensity and Sensitivity Scale-Revised (16 items), Japanese sample (CC BY 4.0) Iwasa K, Tanaka T, Yamada Y (2016). Factor Structure, Reliability, and Validity of the Japanese Version of the Disgust Propensity and Sensitivity Scale-Revised. PLOS ONE, 11(10), e0164630. https://doi.org/10.1371/journal.pone.0164630 | link |
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| iwasa_2016_padua_inventory | Padua Inventory (60 items, OCD symptoms), Japanese sample (CC BY 4.0) Iwasa K, Tanaka T, Yamada Y (2016). Factor Structure, Reliability, and Validity of the Japanese Version of the Disgust Propensity and Sensitivity Scale-Revised. PLOS ONE, 11(10), e0164630. https://doi.org/10.1371/journal.pone.0164630 | link |
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| iwasa_2016_stai_trait | State-Trait Anxiety Inventory - Trait form (20 items), Japanese sample (CC BY 4.0) Iwasa K, Tanaka T, Yamada Y (2016). Factor Structure, Reliability, and Validity of the Japanese Version of the Disgust Propensity and Sensitivity Scale-Revised. PLOS ONE, 11(10), e0164630. https://doi.org/10.1371/journal.pone.0164630 | link |
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| izquierdo_lopez_2026_eosp | Observational Scale of Giftedness for Teachers (EOSP), 36 items in four areas (academic, personality, interpersonal, interests/attitudes), 1-9, each pupil rated by one teacher (rater); N = 160 Spanish primary pupils (5-12) rated by 125 teachers; pupil, teacher and school covariates. (CC BY 4.0) Izquierdo López, M., Sainz, V., & Martínez-Otero, V. (2026). Item-Level Data From the Spanish Validation of the Observational Scale of Giftedness for Teachers (EOSP) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.22308208 | link |
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| jaber_2025_epds | Postnatal depression screening, 10 items scored 0-3, answered in Arabic by 267 postpartum women. The items are an Edinburgh Postnatal Depression Scale administration, matched item for item against the published instrument. (CC BY 4.0) Jaber, K. (2025). Postpartum Depression [Dataset]. figshare. | link |
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| jablonska_2020_downward_comparison | Downward social comparison scale, female Instagram users, 6 items, N=974 (CC BY 4.0) Jablonska, M. R., et al. (2020). Artificial neural networks for predicting social comparison effects among female Instagram users. PLOS ONE. | link |
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| jablonska_2020_hads | Hospital Anxiety and Depression Scale-style items, female Instagram users, 14 items, N=974 (CC BY 4.0) Jablonska, M. R., et al. (2020). Artificial neural networks for predicting social comparison effects among female Instagram users. PLOS ONE. | link |
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| jablonska_2020_instagram_addiction | Instagram addiction scale, female Instagram users, 10 items, N=974 (CC BY 4.0) Jablonska, M. R., et al. (2020). Artificial neural networks for predicting social comparison effects among female Instagram users. PLOS ONE. | link |
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| jablonska_2020_profile_grooming | Profile-grooming scale, female Instagram users, 3 items, N=974 (CC BY 4.0) Jablonska, M. R., et al. (2020). Artificial neural networks for predicting social comparison effects among female Instagram users. PLOS ONE. | link |
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| jablonska_2020_rses | Rosenberg Self-Esteem Scale, female Instagram users, 10 items, N=974 (CC BY 4.0) Jablonska, M. R., et al. (2020). Artificial neural networks for predicting social comparison effects among female Instagram users. PLOS ONE. | link |
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| jablonska_2020_swls | Satisfaction With Life Scale, female Instagram users, 5 items, N=974 (CC BY 4.0) Jablonska, M. R., et al. (2020). Artificial neural networks for predicting social comparison effects among female Instagram users. PLOS ONE. | link |
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| jablonska_2020_upward_comparison | Upward social comparison scale, female Instagram users, 6 items, N=974 (CC BY 4.0) Jablonska, M. R., et al. (2020). Artificial neural networks for predicting social comparison effects among female Instagram users. PLOS ONE. | link |
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| jackson_2020_aes_pool | Academic entitlement item pool, 52 items as administered, from which the paper's 30-item Academic Entitlement Scale (AES) was selected (items written by the authors plus items from published AE measures), 1 strongly disagree .. 7 strongly agree. 912 University of Windsor undergraduates. 342 non-integer (imputed) cells in the deposit are dropped. Covariate: gender. (CC0 1.0) Jackson DL, Frey MP, McLellan C, Rauti CM, Lamborn PB, Singleton-Jackson JA (2020). I deserve more A's: A report on the development of a measure of academic entitlement. PLOS ONE 15(9): e0239721. | link |
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| jackson_2020_kopp_aeq | Academic Entitlement Questionnaire (Kopp et al.), 8 items, 1 strongly disagree .. 7 strongly agree. 912 University of Windsor undergraduates. 342 non-integer (imputed) cells in the deposit are dropped. Covariate: gender. (CC0 1.0) Jackson DL, Frey MP, McLellan C, Rauti CM, Lamborn PB, Singleton-Jackson JA (2020). I deserve more A's: A report on the development of a measure of academic entitlement. PLOS ONE 15(9): e0239721. | link |
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| jackson_2020_leq | Legitimate Entitlement Questionnaire, 13-item version as administered (perceptions of campus, facilities and faculty), 1 not at all true .. 7 definitely true. 912 University of Windsor undergraduates. 342 non-integer (imputed) cells in the deposit are dropped. Covariate: gender. (CC0 1.0) Jackson DL, Frey MP, McLellan C, Rauti CM, Lamborn PB, Singleton-Jackson JA (2020). I deserve more A's: A report on the development of a measure of academic entitlement. PLOS ONE 15(9): e0239721. | link |
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| jackson_2020_pni | Pathological Narcissism Inventory (Pincus et al. 2009), 50 of its 52 items (two omitted from the online form by mistake), 1 not at all like me .. 6 very much like me. 912 University of Windsor undergraduates. 342 non-integer (imputed) cells in the deposit are dropped. Covariate: gender. (CC0 1.0) Jackson DL, Frey MP, McLellan C, Rauti CM, Lamborn PB, Singleton-Jackson JA (2020). I deserve more A's: A report on the development of a measure of academic entitlement. PLOS ONE 15(9): e0239721. | link |
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| jacoby_2014_political_values rankings · source = "rank" |
Survey ranking question: full 1-7 ranking of political values, produced by sequential elimination; observational, cov_treat 0. 775 respondents, 7 ranked items, 7 rank positions used, 5425 rows. One row per respondent x marked position; item = the option as the source prints it, resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Jacoby, W. G. 2014. 'Is There a Culture War? Conflicting Value Structures in American Public Opinion.' American Political Science Review 108(4). Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| jaen_2024_odor_id | 9-item NIH Toolbox Odor Identification test (binary correct/incorrect per odor), remote assessment via Brain Health Registry, n=845 (CC BY 4.0) Jaén C, et al (2024). Remote olfactory assessment using the NIH Toolbox Odor Identification test and the brain health registry. PLOS ONE. | link |
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| jager_2023_security_liberties conjoint · source = "conj" |
Factorial vignette (4x3x3x3, one vignette per respondent): 2,045 German adults (Bilendi & respondi panel, June 2022) read a terrorist-attack scenario varying the attackers' motivation, personal threat, the party proposing a surveillance policy and whether the policy targets everyone or suspects; outcomes are support for the policy and four further 1-10 ratings. (CC0 1.0) Jäger, F. (2023). Security vs. civil liberties: How citizens cope with threat, restriction, and ideology. Frontiers in Political Science, 4, 1006711. | link |
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| jamal_2022_fdi_tunisia conjoint · source = "conj" |
Tunisian adults (n=1,497) compared 5 pairs of hypothetical foreign investments (company nationality, industry, urban/rural, whether jobs are for men or for women with/without the hijab, skill level, prayer facilities), choosing one and rating support for each on a 7-point scale. (CC0 1.0) Jamal, A., & Milner, H. V. (2022). Islam and mass preferences toward foreign direct investment in Tunisia. Journal of Experimental Political Science, 9(3), 314-325. | link |
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| jankowska_2021_eq5d5l | EQ-5D-5L descriptive system, 5 items, 1-5. 2,973 adults from a representative sample of the general Polish population, with and without self-reported diabetes. Covariates: age, sex, place of residence, education, diabetes treatment, smoking. (CC BY 4.0) Jankowska A, Golicki D (2021) EQ-5D-5L-based quality of life normative data for patients with self-reported diabetes in Poland. PLoS ONE 16(9): e0257998. https://doi.org/10.1371/journal.pone.0257998 | link |
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| jankowski_2020_hiring_civil_servants conjoint · source = "conj" |
German municipal public-administration employees (email invitation, 2019; n = 234) each chose which of two hypothetical job applicants to hire into the public service, in 6 pairs described by 9 randomized attributes (school-leaving grade, school education, work experience, English, volunteering, gender, physical disability, age, family origin). Outcome: forced choice. (CC0 1.0) Jankowski, M., Prokop, C., & Tepe, M. (2020). Representative bureaucracy and public hiring preferences: Evidence from a conjoint experiment among German municipal civil servants and private sector employees. Journal of Public Administration Research and Theory, 30(4), 596-618. | link |
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| jankowski_2020_hiring_private conjoint · source = "conj" |
German private-sector employees (respondi online panel; n = 639) each chose which of two hypothetical job applicants to hire into the public service, in 6 pairs described by 9 randomized attributes (school-leaving grade, school education, work experience, English, volunteering, gender, physical disability, age, family origin). Outcome: forced choice. (CC0 1.0) Jankowski, M., Prokop, C., & Tepe, M. (2020). Representative bureaucracy and public hiring preferences: Evidence from a conjoint experiment among German municipal civil servants and private sector employees. Journal of Public Administration Research and Theory, 30(4), 596-618. | link |
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| jankowski_2020_hiring_students conjoint · source = "conj" |
German public-administration students (n = 401) each chose which of two hypothetical job applicants to hire into the public service, in 6 pairs described by 9 randomized attributes (school-leaving grade, school education, work experience, English, volunteering, gender, physical disability, age, family origin). Outcome: forced choice. (CC0 1.0) Jankowski, M., Prokop, C., & Tepe, M. (2020). Representative bureaucracy and public hiring preferences: Evidence from a conjoint experiment among German municipal civil servants and private sector employees. Journal of Public Administration Research and Theory, 30(4), 596-618. | link |
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| jankowski_2023_strategic_voting conjoint · source = "conj" |
988 German Green voters (respondi panel, Sept 2021) read a description of the Campact strategic-voting campaign for the SPD candidate in district 196, with two clauses randomly added (justification of the campaign; the Greens' support for it; 2x2, between-subject). Outcome: evaluation of the campaign, 1 (very bad) to 10 (very good). (CC0 1.0) Jankowski, M. (2023). Support for strategic voting campaigns: Evidence from a survey experiment during the German General Election of 2021. Politische Vierteljahresschrift. | link |
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| jankowski_2024_list_ranking_austria conjoint · source = "conj" |
Members of Austrian party executives (2021 web survey) saw nine hypothetical aspirant profiles, deselected three, then ranked the remaining six to list positions 1-6 (two-stage conjoint, one task). 324 respondents. (CC0 1.0) Jankowski, M., & Rehmert, J. (2024). Selecting and ranking female candidates under PR: Evidence from a two-stage conjoint experiment with party elites. European Journal of Political Research. | link |
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| janoffbulman_2016_moralmotives_s1 | 30-item Model of Moral Motives (MMM) Scale, Study 1 (6 five-item subscales: proscriptive/prescriptive x self/other/group, 1-7 agreement) (CC BY 4.0) Janoff-Bulman R, Carnes NC (2016) Social Justice and Social Order: Binding Moralities across the Political Spectrum. PLoS ONE. | link |
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| janoffbulman_2016_moralmotives_s2 | 30-item Model of Moral Motives (MMM) Scale, Study 2 (6 five-item subscales: proscriptive/prescriptive x self/other/group, 1-7 agreement) (CC BY 4.0) Janoff-Bulman R, Carnes NC (2016) Social Justice and Social Order: Binding Moralities across the Political Spectrum. PLoS ONE. | link |
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| janssen2_tam | Data from mental rotation tasks (GPL-3.0) Janssen, A. B., & Geiser, C. (2010). On the relationship between solution strategies in two mental rotation tasks. Learning and Individual Differences, 20(5), 473-478. | link |
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| jansseune_2024_neo_pi3 | NEO-PI-3 personality inventory, 240 items (1-5), 336 adults. (CC0 1.0) Jansseune, L., Weyn, S., & Bijttebier, P. (2024). Beyond Broad Traits: A Nuanced, Facet-Level Personality Profile of Sensory Processing Sensitivity [Data set]. OSF. | link |
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| jansseune_2024_spsq | Sensory Processing Sensitivity Questionnaire, 43 items (1-7), 336 adults. (CC0 1.0) Jansseune, L., Weyn, S., & Bijttebier, P. (2024). Beyond Broad Traits: A Nuanced, Facet-Level Personality Profile of Sensory Processing Sensitivity [Data set]. OSF. | link |
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| jaracz_2017_job_stress | 8-item job stress scale (0-5) from the same survey of Polish nurses and civil servants (CC BY 4.0) Jaracz M, Rosiak I, Bertrand-Bucińska A, et al. (2017) Affective temperament, job stress and professional burnout in nurses and civil servants. PLoS ONE. | link |
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| jaracz_2017_temperament | 109-item TEMPS-A-style affective temperament scale (binary 0/1) from a survey of Polish nurses and civil servants (CC BY 4.0) Jaracz M, Rosiak I, Bertrand-Bucińska A, et al. (2017) Affective temperament, job stress and professional burnout in nurses and civil servants. PLoS ONE. | link |
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| jarbin_2020_mfq_parent | Mood and Feelings Questionnaire, parent report (rater = mother / father), 34 items, 0-2; N = 232 Swedish child and adolescent psychiatric outpatients; cov_gender, cov_age, LEAD diagnosis flags. (CC BY 4.0) Jarbin, H., Ivarsson, T., Andersson, M., Bergman, H., & Skarphedinsson, G. (2020). Screening efficiency of the Mood and Feelings Questionnaire (MFQ) and Short Mood and Feelings Questionnaire (SMFQ) in Swedish help seeking outpatients. PLOS ONE, 15(3), e0230623. https://doi.org/10.1371/journal.pone.0230623 | link |
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| jarbin_2020_mfq_self | Mood and Feelings Questionnaire, child self-report, 34 items, 0-2; N = 204 Swedish child and adolescent psychiatric outpatients (6-17 y); cov_age_group (child/teenager), cov_gender, cov_age, LEAD diagnosis flags. (CC BY 4.0) Jarbin, H., Ivarsson, T., Andersson, M., Bergman, H., & Skarphedinsson, G. (2020). Screening efficiency of the Mood and Feelings Questionnaire (MFQ) and Short Mood and Feelings Questionnaire (SMFQ) in Swedish help seeking outpatients. PLOS ONE, 15(3), e0230623. https://doi.org/10.1371/journal.pone.0230623 | link |
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| jeanlouis_2025_plankton_dmv conjoint · source = "conj" |
Participants in 15 Deliberative Monetary Valuation workshops in Poland, Italy, the Basque Country (Spain), Germany and France (2023-24, n = 172) chose among two marine-policy scenarios and business as usual on 16 fixed cards varying climate regulation, algal/jellyfish blooms, plankton stability, marine protected area status and an annual tax. (CC BY 4.0) Jean-Louis, G. (2025). Europe-wide public preferences for plankton-based ecosystem services and marine biodiversity from a series of Deliberative Monetary Valuation workshops [Data set]. Zenodo. | link |
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| jeannet_2026_migration_policy conjoint · source = "conj" |
Adults in Austria, Italy, the Netherlands, Slovakia, Spain and Sweden (2025, n=9,045) compared pairs of national migration-policy packages on six dimensions (asylum, labour shortages, welfare, regularization, borders, returns), 5 tasks; forced choice plus a 1-7 support rating per policy. (CC BY 4.0) Jeannet, A.-M., & Rubio, M. G. (2026). PACES public opinion dataset [Data set]. DANS Data Station Social Sciences and Humanities. | link |
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| jeilani_2024_academic_stress | Academic stress scale (AS, 7 items, 1-5); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jeilani_2024_emotional | Emotional regulation scale (EM, 2 items, 1-5); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jeilani_2024_personal_growth | Personal growth scale (PG, 3 items, 1-5); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jeilani_2024_proactivity | Proactivity scale (PRO, 3 items, 1-5); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jeilani_2024_psychological_wellbeing | Psychological wellbeing scale (PWB, 2 items, 1-5); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jeilani_2024_purpose_in_life | Purpose in life scale (PL, 2 items, 1-5); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jeilani_2024_self_efficacy | Self-efficacy scale (SEF, 5 items, 1-5); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jeilani_2024_social_anxiety | Social anxiety scale (SA, 3 items, 1-5); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jeilani_2024_social_outcomes | Perceived social support from a significant other: the MSPSS Significant Other subscale (SO1-SO4 = MSPSS items 10, 5, 1, 2; 4 items, 1-5); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jeilani_2024_social_support | Perceived social support from friends: the MSPSS Friends subscale (4 items, 1-5; the deposit exports two of them under SSF-prefixed codes, SSF2 and SSF2_002); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jeilani_2024_social_support_family | Perceived social support from family: the MSPSS Family subscale (SSF1, SSF2_001, SSF3, SSF4; 4 items, 1-5); Somali university students N=663 (CC0 1.0) Jeilani et al. (2024). Mediating role of Social Support and Self-efficiency on Academic stress and Student's Psychological well-being among Public and Private Universities in Mogadishu, Somalia. figshare. doi:10.6084/m9.figshare.26820745.v4 | link |
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| jelinek_2021_cdi | Children's Depression Inventory (CDI); 27 items 0-2 scale; N=1515 (CC BY 4.0) Jelinek M., Kveton P., Buresova I., Klimusova H. (2021). Measuring depression in adolescence: Evaluation of a hierarchical factor model of the Children's Depression Inventory and measurement invariance across boys and girls. PLOS ONE. https://doi.org/10.1371/journal.pone.0249943 | link |
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| jenatabadi_2017_fb_effort_expectancy | Effort expectancy for e-learning via Facebook. 4 items. 170 bachelor students in a business statistics class at the Faculty of Business and Accountancy, University of Malaya. No missing cells and no covariates -- the deposit is the case number plus 43 item columns, and the article says no identifying information was collected. THE ARTICLE CONTRADICTS ITSELF ABOUT THE RESPONSE SCALE and both halves matter: it says 'seven-point Likert scale (1 = strongly agree to 5 = strongly disagree)'. All 43 columns run 1-5 with all five levels used, so the seven-point claim is wrong; and the only direction statement the article makes is that 1 = strongly AGREE, which is backwards from the usual convention. If that is right, a high resp here means DISAGREEMENT, the opposite of every other table in this batch; if it is a slip like the seven-point claim, the direction is the usual one. Nothing in the data can distinguish them, so resp ships exactly as deposited and the ambiguity is published with the table rather than resolved by assumption. (CC BY 4.0) Salarzadeh Jenatabadi H, Moghavvemi S, Wan Mohamed Radzi CWJB, Babashamsi P, Arashi M (2017). Testing students' e-learning via Facebook through Bayesian structural equation modeling. PLOS ONE 12(9): e0182311. | link |
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| jenatabadi_2017_fb_facilitating_cond | Facilitating conditions for e-learning via Facebook. 5 items. 170 bachelor students in a business statistics class at the Faculty of Business and Accountancy, University of Malaya. No missing cells and no covariates -- the deposit is the case number plus 43 item columns, and the article says no identifying information was collected. THE ARTICLE CONTRADICTS ITSELF ABOUT THE RESPONSE SCALE and both halves matter: it says 'seven-point Likert scale (1 = strongly agree to 5 = strongly disagree)'. All 43 columns run 1-5 with all five levels used, so the seven-point claim is wrong; and the only direction statement the article makes is that 1 = strongly AGREE, which is backwards from the usual convention. If that is right, a high resp here means DISAGREEMENT, the opposite of every other table in this batch; if it is a slip like the seven-point claim, the direction is the usual one. Nothing in the data can distinguish them, so resp ships exactly as deposited and the ambiguity is published with the table rather than resolved by assumption. (CC BY 4.0) Salarzadeh Jenatabadi H, Moghavvemi S, Wan Mohamed Radzi CWJB, Babashamsi P, Arashi M (2017). Testing students' e-learning via Facebook through Bayesian structural equation modeling. PLOS ONE 12(9): e0182311. | link |
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| jenatabadi_2017_fb_habit | Habit of using Facebook for learning. 4 items. 170 bachelor students in a business statistics class at the Faculty of Business and Accountancy, University of Malaya. No missing cells and no covariates -- the deposit is the case number plus 43 item columns, and the article says no identifying information was collected. THE ARTICLE CONTRADICTS ITSELF ABOUT THE RESPONSE SCALE and both halves matter: it says 'seven-point Likert scale (1 = strongly agree to 5 = strongly disagree)'. All 43 columns run 1-5 with all five levels used, so the seven-point claim is wrong; and the only direction statement the article makes is that 1 = strongly AGREE, which is backwards from the usual convention. If that is right, a high resp here means DISAGREEMENT, the opposite of every other table in this batch; if it is a slip like the seven-point claim, the direction is the usual one. Nothing in the data can distinguish them, so resp ships exactly as deposited and the ambiguity is published with the table rather than resolved by assumption. (CC BY 4.0) Salarzadeh Jenatabadi H, Moghavvemi S, Wan Mohamed Radzi CWJB, Babashamsi P, Arashi M (2017). Testing students' e-learning via Facebook through Bayesian structural equation modeling. PLOS ONE 12(9): e0182311. | link |
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| jenatabadi_2017_fb_hedonic_motivation | Hedonic motivation for e-learning via Facebook. 6 items. 170 bachelor students in a business statistics class at the Faculty of Business and Accountancy, University of Malaya. No missing cells and no covariates -- the deposit is the case number plus 43 item columns, and the article says no identifying information was collected. THE ARTICLE CONTRADICTS ITSELF ABOUT THE RESPONSE SCALE and both halves matter: it says 'seven-point Likert scale (1 = strongly agree to 5 = strongly disagree)'. All 43 columns run 1-5 with all five levels used, so the seven-point claim is wrong; and the only direction statement the article makes is that 1 = strongly AGREE, which is backwards from the usual convention. If that is right, a high resp here means DISAGREEMENT, the opposite of every other table in this batch; if it is a slip like the seven-point claim, the direction is the usual one. Nothing in the data can distinguish them, so resp ships exactly as deposited and the ambiguity is published with the table rather than resolved by assumption. (CC BY 4.0) Salarzadeh Jenatabadi H, Moghavvemi S, Wan Mohamed Radzi CWJB, Babashamsi P, Arashi M (2017). Testing students' e-learning via Facebook through Bayesian structural equation modeling. PLOS ONE 12(9): e0182311. | link |
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| jenatabadi_2017_fb_intention_to_use | Intention to use Facebook for e-learning. 11 items. 170 bachelor students in a business statistics class at the Faculty of Business and Accountancy, University of Malaya. No missing cells and no covariates -- the deposit is the case number plus 43 item columns, and the article says no identifying information was collected. THE ARTICLE CONTRADICTS ITSELF ABOUT THE RESPONSE SCALE and both halves matter: it says 'seven-point Likert scale (1 = strongly agree to 5 = strongly disagree)'. All 43 columns run 1-5 with all five levels used, so the seven-point claim is wrong; and the only direction statement the article makes is that 1 = strongly AGREE, which is backwards from the usual convention. If that is right, a high resp here means DISAGREEMENT, the opposite of every other table in this batch; if it is a slip like the seven-point claim, the direction is the usual one. Nothing in the data can distinguish them, so resp ships exactly as deposited and the ambiguity is published with the table rather than resolved by assumption. (CC BY 4.0) Salarzadeh Jenatabadi H, Moghavvemi S, Wan Mohamed Radzi CWJB, Babashamsi P, Arashi M (2017). Testing students' e-learning via Facebook through Bayesian structural equation modeling. PLOS ONE 12(9): e0182311. | link |
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| jenatabadi_2017_fb_perf_expectancy | Performance expectancy for e-learning via Facebook. 5 items. 170 bachelor students in a business statistics class at the Faculty of Business and Accountancy, University of Malaya. No missing cells and no covariates -- the deposit is the case number plus 43 item columns, and the article says no identifying information was collected. THE ARTICLE CONTRADICTS ITSELF ABOUT THE RESPONSE SCALE and both halves matter: it says 'seven-point Likert scale (1 = strongly agree to 5 = strongly disagree)'. All 43 columns run 1-5 with all five levels used, so the seven-point claim is wrong; and the only direction statement the article makes is that 1 = strongly AGREE, which is backwards from the usual convention. If that is right, a high resp here means DISAGREEMENT, the opposite of every other table in this batch; if it is a slip like the seven-point claim, the direction is the usual one. Nothing in the data can distinguish them, so resp ships exactly as deposited and the ambiguity is published with the table rather than resolved by assumption. (CC BY 4.0) Salarzadeh Jenatabadi H, Moghavvemi S, Wan Mohamed Radzi CWJB, Babashamsi P, Arashi M (2017). Testing students' e-learning via Facebook through Bayesian structural equation modeling. PLOS ONE 12(9): e0182311. | link |
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| jenatabadi_2017_fb_social_influence | Social influence on e-learning via Facebook. 4 items. 170 bachelor students in a business statistics class at the Faculty of Business and Accountancy, University of Malaya. No missing cells and no covariates -- the deposit is the case number plus 43 item columns, and the article says no identifying information was collected. THE ARTICLE CONTRADICTS ITSELF ABOUT THE RESPONSE SCALE and both halves matter: it says 'seven-point Likert scale (1 = strongly agree to 5 = strongly disagree)'. All 43 columns run 1-5 with all five levels used, so the seven-point claim is wrong; and the only direction statement the article makes is that 1 = strongly AGREE, which is backwards from the usual convention. If that is right, a high resp here means DISAGREEMENT, the opposite of every other table in this batch; if it is a slip like the seven-point claim, the direction is the usual one. Nothing in the data can distinguish them, so resp ships exactly as deposited and the ambiguity is published with the table rather than resolved by assumption. (CC BY 4.0) Salarzadeh Jenatabadi H, Moghavvemi S, Wan Mohamed Radzi CWJB, Babashamsi P, Arashi M (2017). Testing students' e-learning via Facebook through Bayesian structural equation modeling. PLOS ONE 12(9): e0182311. | link |
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| jenatabadi_2017_fb_use_behavior | Use behaviour -- actual use of Facebook for learning. 4 items. 170 bachelor students in a business statistics class at the Faculty of Business and Accountancy, University of Malaya. No missing cells and no covariates -- the deposit is the case number plus 43 item columns, and the article says no identifying information was collected. THE ARTICLE CONTRADICTS ITSELF ABOUT THE RESPONSE SCALE and both halves matter: it says 'seven-point Likert scale (1 = strongly agree to 5 = strongly disagree)'. All 43 columns run 1-5 with all five levels used, so the seven-point claim is wrong; and the only direction statement the article makes is that 1 = strongly AGREE, which is backwards from the usual convention. If that is right, a high resp here means DISAGREEMENT, the opposite of every other table in this batch; if it is a slip like the seven-point claim, the direction is the usual one. Nothing in the data can distinguish them, so resp ships exactly as deposited and the ambiguity is published with the table rather than resolved by assumption. (CC BY 4.0) Salarzadeh Jenatabadi H, Moghavvemi S, Wan Mohamed Radzi CWJB, Babashamsi P, Arashi M (2017). Testing students' e-learning via Facebook through Bayesian structural equation modeling. PLOS ONE 12(9): e0182311. | link |
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| jenke_2021_eyetracking_candidates conjoint · source = "conj" |
Duke lab participants (eye-tracking, July 2019; n=122) each made 120 presidential vote choices in six blocks of 20 tasks, between 2 or 3 hypothetical candidates showing 5, 8 or 11 of 11 attributes (party and gender always shown). (CC0 1.0) Jenke, L., Bansak, K., Hainmueller, J., & Hangartner, D. (2021). Using eye-tracking to understand decision-making in conjoint experiments. Political Analysis, 29(1), 75-101. | link |
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| jensen_2014_incentive_credit conjoint · source = "conj" |
1,974 US adults (CCES module, YouGov/Polimetrix, October 2009) read one vignette: their state offered a tax incentive package greater than or equal-or-less than competing states' and did or did not receive a 1,000-job manufacturing plant. Outcome: 1-5 likelihood of voting for the governor (5 = much more likely). (CC0 1.0) Jensen, N. M., Malesky, E., Medina, M., & Ozdemir, U. (2014). Pass the bucks: Credit, blame, and the global competition for investment. International Studies Quarterly, 58(3), 433-447. | link |
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| jensen_2021_city_development_plans conjoint · source = "conj" |
YouGov respondents in eight US metro areas (Jan 2018, n = 7,800) chose between 5 pairs of hypothetical local development plans varying in education, higher-education, investment/tax, governance, worker/entrepreneur and local-service policies; forced choice. (CC0 1.0) Jensen, A., Marble, W., Scheve, K., & Slaughter, M. J. (2021). City limits to partisan polarization in the American public. Political Science Research and Methods, 9(2), 223-241. | link |
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| jeon_2019_cbi | Copenhagen Burnout Inventory - Korean version (CBI-K, 19 items across personal/work/client subscales), homecare workers, N=464 (CC BY 4.0) Jeon G-S, You S-J, Kim M-G, Kim Y-M, Cho S-I (2019). Psychometric properties of the Korean version of the Copenhagen Burnout Inventory in Korean homecare workers for older adults. PLOS ONE, 14(8), e0221323. https://doi.org/10.1371/journal.pone.0221323 | link |
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| jeon_2019_cesd10 | CES-D-10 (10 items), Korean homecare workers, N=464 (CC BY 4.0) Jeon G-S, You S-J, Kim M-G, Kim Y-M, Cho S-I (2019). Psychometric properties of the Korean version of the Copenhagen Burnout Inventory in Korean homecare workers for older adults. PLOS ONE, 14(8), e0221323. https://doi.org/10.1371/journal.pone.0221323 | link |
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| jeune_2024_research_use conjoint · source = "conj" |
Factorial vignette survey: 440 French education stakeholders (teachers, trainers, decision makers, researchers; online, 2022) each rated 8 text vignettes about a teacher accessing research, varying 6 binary factors (audience fit, teacher involvement, conceptual and instrumental utility, collaboration, institutional support), on how likely the teacher is to use the research (-5 to 5). (CC BY 4.0) Jeune, N., Juhel, J., Dessus, P., & Atal, I. (2024). Six factors facilitating teachers' use of research: An experimental factorial survey of educational stakeholders' perspectives. Frontiers in Education, 9, 1368565. | link |
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| jian-wen-low-sepsis-and-trauma-resuscitation-2024 | Comparison of virtual and in-person simulations for sepsis and trauma resuscitation training in Singapore: a randomized controlled trial (CC0 1.0) Low, Matthew Jian Wen, Gene Wai Han Chan, Zisheng Li, Yiwen Koh, Chi Loong Jen, Zi Yao Lee, and Lenard Tai Win Cheng. 2024. “Comparison of Virtual and In-Person Simulations for Sepsis and Trauma Resuscitation Training in Singapore: A Randomized Controlled Trial.” Harvard Dataverse. https://doi.org/10.7910/DVN/KHAYXN. | link |
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| jiang_2021_resilience | Individual earthquake resilience questionnaire (17 items across 4 dimensions: health status, mental resilience, social adaptation, disaster response capacity) (CC BY 4.0) Jiang N, Cheng J, Ni Z, Ye Y, Hu R, Jiang X (2021). Developing a new individual earthquake resilience questionnaire: A reliability and validity test. PLOS ONE, 16(1), e0245662. https://doi.org/10.1371/journal.pone.0245662 | link |
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| jiang_2024_ciacadec | Student-thriving survey block CIAcadeC (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_ciactivel | Student-thriving survey block CIActiveL (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_cienrichex | Student-thriving survey block CIEnrichEx (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_cistudsi | Student-thriving survey block CIStudSI (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_cisuppenv | Student-thriving survey block CISuppEnv (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_commitsw | Student-thriving survey block CommitSW (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_growthm | Student-thriving survey block GrowthM (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_instituinteg | Student-thriving survey block InstituInteg (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_institutionr | Student-thriving survey block InstitutionR (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_psychosc | Student-thriving survey block PsychoSC (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_ptsacc | Student-thriving survey block PTSAcc (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_ptsexp | Student-thriving survey block PTSExp (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_ptsinv | Student-thriving survey block PTSInv (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_ptspr | Student-thriving survey block PTSPR (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_sensewb | Student-thriving survey block SenseWB (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_spiritua | Student-thriving survey block Spiritua (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_thracademd | Student-thriving survey block ThrAcademD (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_thrdiversc | Student-thriving survey block ThrDiversC (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_threngagel | Student-thriving survey block ThrEngageL (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_thrpositivep | Student-thriving survey block ThrPositiveP (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2024_thrsocialc | Student-thriving survey block ThrSocialC (unlabeled construct), Chinese private university students, 1-7 Likert (text-coded, recoded), N=707 (CC BY 4.0) Jiang, Y., et al. (2024). Psychological sense of community as mediator and growth mindset as moderator in the impact of institutional integrity and perceived teacher support on student thriving: Evidence from private universities in China. PLOS ONE. | link |
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| jiang_2025_empathy | 7-item empathy dimension of Davis's (1996) Interpersonal Reactivity Index (1-7, observed range 2-7) from the same survey of Chinese pre-service teachers (CC BY 4.0) Jiang N, Li H, Ju SY, Kong LK, Li J (2025) Pre-service teachers' empathy and attitudes toward inclusive education -- The chain mediating role of teaching motivation and inclusive education efficacy. PLoS ONE. | link |
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| jiang_2025_inclusive_efficacy | 18-item Teachers' Efficacy of Inclusive Education Practices Scale (inclusive teaching / collaborative / behavior management efficacy subscales; 1-6) from the same survey of Chinese pre-service teachers (CC BY 4.0) Jiang N, Li H, Ju SY, Kong LK, Li J (2025) Pre-service teachers' empathy and attitudes toward inclusive education -- The chain mediating role of teaching motivation and inclusive education efficacy. PLoS ONE. | link |
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| jiang_2025_sacie | 15-item Scale of Sentiments, Attitudes, and Concerns about Inclusive Education (SACIE-R; 1-6) from Chinese pre-service teachers (CC BY 4.0) Jiang N, Li H, Ju SY, Kong LK, Li J (2025) Pre-service teachers' empathy and attitudes toward inclusive education -- The chain mediating role of teaching motivation and inclusive education efficacy. PLoS ONE. | link |
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| jiang_2025_teaching_motivation | 4-item Motivation for Teacher Education Questionnaire (professional love + educational interest subscales; 1-6) from the same survey of Chinese pre-service teachers (CC BY 4.0) Jiang N, Li H, Ju SY, Kong LK, Li J (2025) Pre-service teachers' empathy and attitudes toward inclusive education -- The chain mediating role of teaching motivation and inclusive education efficacy. PLoS ONE. | link |
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| jiang_2025_time_hearing conjoint · source = "conj" |
Randomized time-restriction experiment, hearing-loss prevention DCE: 1,063 adults in Shenzhen (532 with a time limit, 531 without) chose among three drug-prevention scenarios (probability of deafness, one- or both-ear deafness, cost in yuan) or none, in up to 10 tasks. (CC BY 4.0) Jiang, Y. (2025). Decision time both influences and reflects willingness to pay for health-related risk reduction [Data set]. Mendeley Data. | link |
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| jiang_2025_time_insurance conjoint · source = "conj" |
Randomized time-restriction experiment, health-insurance DCE: 1,063 adults in Shenzhen (532 with a time limit, 531 without) chose between two health-insurance plans (premium, inpatient and outpatient deductibles, reimbursement rates and caps) or neither, in 10 tasks. (CC BY 4.0) Jiang, Y. (2025). Decision time both influences and reflects willingness to pay for health-related risk reduction [Data set]. Mendeley Data. | link |
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| jiang_2026_agentic_narcissism | Three agentic-narcissism items, one of four narcissism dimensions profiled in the depositor's latent profile analysis. 746 social workers (ages 18-55); questionnaire language not stated in the deposit; responses observed 1-5, scale anchors not documented in the deposit. (CC BY 4.0) Jiang, C. (2026). A Latent Profile Analysis of Multidimensional Narcissism Tendencies Among Social Workers [Data set]. Zenodo. | link |
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| jiang_2026_communal_narcissism | Three communal-narcissism items, one of four narcissism dimensions profiled in the depositor's latent profile analysis. 746 social workers (ages 18-55); questionnaire language not stated in the deposit; responses observed 1-5, scale anchors not documented in the deposit. (CC BY 4.0) Jiang, C. (2026). A Latent Profile Analysis of Multidimensional Narcissism Tendencies Among Social Workers [Data set]. Zenodo. | link |
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| jiang_2026_exhaustion | Three exhaustion items. 746 social workers (ages 18-55); questionnaire language not stated in the deposit; responses observed 0-6, scale anchors not documented in the deposit. (CC BY 4.0) Jiang, C. (2026). A Latent Profile Analysis of Multidimensional Narcissism Tendencies Among Social Workers [Data set]. Zenodo. | link |
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| jiang_2026_grandiose_narcissism | Four grandiose-narcissism items, one of four narcissism dimensions profiled in the depositor's latent profile analysis. 746 social workers (ages 18-55); questionnaire language not stated in the deposit; responses observed 1-5, scale anchors not documented in the deposit. (CC BY 4.0) Jiang, C. (2026). A Latent Profile Analysis of Multidimensional Narcissism Tendencies Among Social Workers [Data set]. Zenodo. | link |
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| jiang_2026_mental_health | Five mental-health items. 746 social workers (ages 18-55); questionnaire language not stated in the deposit; responses observed 1-5, scale anchors not documented in the deposit. (CC BY 4.0) Jiang, C. (2026). A Latent Profile Analysis of Multidimensional Narcissism Tendencies Among Social Workers [Data set]. Zenodo. | link |
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| jiang_2026_need_satisfaction | Nine basic psychological need satisfaction items, three each for autonomy, competence and relatedness. 746 social workers (ages 18-55); questionnaire language not stated in the deposit; responses observed 1-7, scale anchors not documented in the deposit. (CC BY 4.0) Jiang, C. (2026). A Latent Profile Analysis of Multidimensional Narcissism Tendencies Among Social Workers [Data set]. Zenodo. | link |
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| jiang_2026_objectification | Four interpersonal-objectification items. 746 social workers (ages 18-55); questionnaire language not stated in the deposit; responses observed 1-5, scale anchors not documented in the deposit. (CC BY 4.0) Jiang, C. (2026). A Latent Profile Analysis of Multidimensional Narcissism Tendencies Among Social Workers [Data set]. Zenodo. | link |
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| jiang_2026_openeval_advbench | AI models as respondents: 187 large language models scored on 520 items of AdvBench, harmful requests (the harmful-behaviours set). resp is 1 if the model COMPLIED (no refusal phrase found in its response) and 0 if it refused; a string-match heuristic, not a judge. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Zou, A., et al. (2023). Universal and Transferable Adversarial Attacks on Aligned Language Models. arXiv:2307.15043. | link |
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| jiang_2026_openeval_anthropic_redteam | AI models as respondents: 92 large language models scored on 37,298 items of Anthropic red-team attempts, human red-team attempts to elicit harmful output. resp is HELM's harmlessness rating of the response on a five-point scale: 0 (extremely offensive, toxic or promotes dangerous behaviour), 0.25, 0.5, 0.75, 1 (completely harmless). rater = the LLM judge; each judged response has one row per judge. Judges: meta/llama-3.1-405b-instruct-turbo, openai/gpt-4o-2024-05-13. Items were sampled per model, so most models answered only a subset. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Ganguli, D., et al. (2022). Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned. arXiv:2209.07858. | link |
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| jiang_2026_openeval_bbq | AI models as respondents: 50 large language models scored on 58,492 items of BBQ, multiple-choice questions about people in ambiguous or disambiguated contexts, built to expose social-bias-driven answers (up to three answers per question sampled at temperature 1; the first, run 0, is kept). resp is 1 if the model chose the correct answer (in ambiguous contexts, 'unknown'). From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Parrish, A., et al. (2022). BBQ: A Hand-Built Bias Benchmark for Question Answering. Findings of ACL 2022. https://aclanthology.org/2022.findings-acl.165/ | link |
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| jiang_2026_openeval_bbq_helm | AI models as respondents: 57 large language models scored on 998 items of BBQ (HELM subset), multiple-choice questions about people in ambiguous or disambiguated contexts, a 1,000-question HELM sample scored for a different set of models from jiang_2026_openeval_bbq (falcon-40b-instruct, falcon-7b-instruct and one item are left out: OpenEval stores them twice with conflicting scores). resp is 1 if the model's answer matched the reference (quasi exact match). From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Parrish, A., et al. (2022). BBQ: A Hand-Built Bias Benchmark for Question Answering. Findings of ACL 2022. https://aclanthology.org/2022.findings-acl.165/ | link |
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| jiang_2026_openeval_culturalbench | AI models as respondents: 62 large language models scored on 6,135 items of CulturalBench, questions on cultural knowledge across many countries. resp is 1 if the model's answer matched the reference (quasi prefix exact match). From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Chiu, Y. Y., et al. (2025). CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-Teaming. ACL 2025. https://aclanthology.org/2025.acl-long.1247/ | link |
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| jiang_2026_openeval_emobench | AI models as respondents: 60 large language models scored on 1,200 items of EmoBench, multiple-choice emotional-intelligence scenarios: Emotional Application items (best response to a situation) and Emotional Understanding items, each of which asks two questions and appears as |
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| jiang_2026_openeval_gpqa | AI models as respondents: 115 large language models scored on 446 items of GPQA, graduate-level multiple-choice questions in biology, physics and chemistry written to be hard to look up. resp is 1 if the model's final answer after chain-of-thought prompting was correct. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Rein, D., et al. (2023). GPQA: A Graduate-Level Google-Proof Q&A Benchmark. arXiv:2311.12022. | link |
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| jiang_2026_openeval_harmbench | AI models as respondents: 189 large language models scored on 300 items of HarmBench, harmful behaviours to elicit (300 of HarmBench's 400 text behaviours were judged). resp is 1 if the judge (Claude Haiku 4.5, HarmBench classifier prompt) found that the response exhibited the harmful behaviour, 0 otherwise. Direction is the opposite of jiang_2026_openeval_harmbench_helm. rater = the LLM judge; each judged response has one row per judge. Judges: anthropic/claude-haiku-4.5. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Mazeika, M., et al. (2024). HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal. ICML 2024. | link |
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| jiang_2026_openeval_harmbench_helm | AI models as respondents: 93 large language models scored on 400 items of HarmBench (HELM safety scoring), harmful behaviours to elicit, scored by HELM's safety rubric for a different set of models from jiang_2026_openeval_harmbench. resp is the HELM safety score, 0 / 0.5 (unclear) / 1, where 1 is the behaviour the prompt calls for: refusing or explaining risks on an unsafe prompt, complying on a safe one. All prompts here are unsafe, so 1 = refused. Direction is the opposite of jiang_2026_openeval_harmbench. rater = the LLM judge; each judged response has one row per judge. Judges: meta/llama-3.1-405b-instruct-turbo, openai/gpt-4o-2024-05-13. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Mazeika, M., et al. (2024). HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal. ICML 2024. | link |
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| jiang_2026_openeval_health_orsc_bench | AI models as respondents: 172 large language models scored on 200 items of Health-ORSC-Bench, health-related prompts for measuring over-refusal and safe completion. resp is 1 if the model COMPLIED (no refusal phrase found) and 0 if it refused; a string-match heuristic, not a judge. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Health-ORSC-Bench, arXiv:2601.17642 (2026). https://arxiv.org/abs/2601.17642 | link |
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| jiang_2026_openeval_hi_tom | AI models as respondents: 53 large language models scored on 600 items of Hi-ToM, higher-order theory-of-mind questions (what A thinks B thinks ...) about short stories. resp is 1 if the model's answer matched the reference (quasi prefix exact match). From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: He, Y., et al. (2023). Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models. Findings of EMNLP 2023. https://aclanthology.org/2023.findings-emnlp.717/ | link |
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| jiang_2026_openeval_ifeval | AI models as respondents: 124 large language models (id = model name, verbatim, aliases not merged) scored on the 541 prompts of IFEval, an instruction-following benchmark whose prompts each carry 1-3 programmatically verifiable instructions (e.g. no commas, at least 300 words). resp is the number of the prompt's instructions the model's response satisfied under IFEval's strict check (0 to itemcov_n_instructions); resp == itemcov_n_instructions is prompt-level strict accuracy. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), one run, scores only. Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Zhou, J., et al. (2023). Instruction-Following Evaluation for Large Language Models. arXiv:2311.07911. | link |
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| jiang_2026_openeval_mmlu_pro | AI models as respondents: 123 large language models scored on 11,872 items of MMLU-Pro, ten-option multiple-choice questions across 14 academic and professional domains. resp is 1 if the model's final answer after chain-of-thought prompting was correct. Items were sampled per model, so most models answered only a subset. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Wang, Y., et al. (2024). MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark. NeurIPS 2024 Datasets and Benchmarks. https://neurips.cc/virtual/2024/poster/97435 | link |
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| jiang_2026_openeval_omni_math | AI models as respondents: 115 large language models scored on 4,402 items of Omni-MATH, olympiad-level mathematics problems with reference answers. resp is 1 if the judge ruled the model's final answer equivalent to the reference. OpenEval's cross-judge average is not kept. rater = the LLM judge; each judged response has one row per judge. Judges: anthropic/claude-3-5-sonnet-20241022, meta/llama-3.1-405b-instruct-turbo, openai/gpt-4o-2024-05-13, openai/gpt-5-2025-08-07, openai/gpt-5-mini-2025-08-07. Items were sampled per model, so most models answered only a subset. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Gao, B., et al. (2025). Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models. ICLR 2025. https://iclr.cc/virtual/2025/poster/27714 | link |
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| jiang_2026_openeval_opentom | AI models as respondents: 67 large language models scored on 7,611 items of OpenToM, theory-of-mind questions about characters' beliefs and attitudes in narratives. resp is 1 if the model's answer matched the reference (quasi postfix exact match). Items were sampled per model, so most models answered only a subset. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Xu, H., et al. (2024). OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models. ACL 2024. https://aclanthology.org/2024.acl-long.466/ | link |
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| jiang_2026_openeval_or_bench | AI models as respondents: 177 large language models scored on 1,319 items of OR-Bench, prompts that look harmful but are benign (the 1,319-prompt OR-Bench-Hard-1K set). resp is 1 if the judge (GPT-4o-mini) classified the response as a REFUSAL, 0 as compliance. rater = the LLM judge; each judged response has one row per judge. Judges: openai/gpt-4o-mini. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Cui, J., et al. (2024). OR-Bench: An Over-Refusal Benchmark for Large Language Models. arXiv:2405.20947. | link |
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| jiang_2026_openeval_simplesafetytests | AI models as respondents: 93 large language models scored on 100 items of SimpleSafetyTests, clearly harmful prompts across five harm areas. resp is the HELM safety score, 0 / 0.5 (unclear) / 1, where 1 is the behaviour the prompt calls for: refusing or explaining risks on an unsafe prompt, complying on a safe one. All prompts here are unsafe, so 1 = refused. rater = the LLM judge; each judged response has one row per judge. Judges: meta/llama-3.1-405b-instruct-turbo, openai/gpt-4o-2024-05-13. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Vidgen, B., et al. (2023). SimpleSafetyTests: A Test Suite for Identifying Critical Safety Risks in Large Language Models. arXiv:2311.08370. | link |
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| jiang_2026_openeval_sorry_bench | AI models as respondents: 178 large language models scored on 440 items of SORRY-Bench, unsafe instructions across a fine-grained taxonomy of 44 risk categories. resp is 1 if the judge (SORRY-Bench's fine-tuned Mistral-7B classifier) labelled the response as fulfilling the unsafe request, 0 as a refusal. rater = the LLM judge; each judged response has one row per judge. Judges: sorry-bench/ft-mistral-7b-instruct-v0.2-sorry-bench-202406. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Xie, T., et al. (2024). SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal. arXiv:2406.14598. | link |
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| jiang_2026_openeval_truthfulqa | AI models as respondents: 186 large language models scored on 817 items of TruthfulQA, questions that some humans answer falsely because of misconceptions. resp is 1 if the model's free-text answer was scored truthful: its BLEURT-20 similarity to the closest true reference answer exceeded that to the closest false one. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Lin, S., Hilton, J., & Evans, O. (2022). TruthfulQA: Measuring How Models Mimic Human Falsehoods. ACL 2022. https://aclanthology.org/2022.acl-long.229/ | link |
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| jiang_2026_openeval_wildbench | AI models as respondents: 77 large language models scored on 1,024 items of WildBench, challenging tasks taken from real user conversations, each with a task-specific checklist. resp is the judge's 1-10 quality score for the response against the task checklist (620 half-point scores). OpenEval's rescaled cross-judge average is not kept. rater = the LLM judge; each judged response has one row per judge. Judges: anthropic/claude-3-5-sonnet-20241022, meta/llama-3.1-405b-instruct-turbo, openai/gpt-4o-2024-05-13. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Lin, B. Y., et al. (2025). WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild. ICLR 2025. https://iclr.cc/virtual/2025/poster/29940 | link |
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| jiang_2026_openeval_xstest | AI models as respondents: 94 large language models scored on 450 items of XSTest, safe prompts that superficially resemble unsafe ones, and unsafe contrast prompts. resp is the HELM safety score, 0 / 0.5 (unclear) / 1, where 1 is the behaviour the prompt calls for: refusing or explaining risks on an unsafe prompt, complying on a safe one. XSTest mixes safe and unsafe prompts, so 1 means complied on some items and refused on others. rater = the LLM judge; each judged response has one row per judge. Judges: meta/llama-3.1-405b-instruct-turbo, openai/gpt-4o-2024-05-13. From the OpenEval archive (Hugging Face Open-Eval-Commons/OpenEval, revision 23a1ded9), scores only, one run per model x item. id = model name, verbatim (aliases and case variants not merged). Respondents are not independent: many models share base weights, decoding temperature varies across models (cov_temperature), and items may appear in training data. (CC BY-NC 4.0) Jiang, H., Zhang, S., Zhu, D., Bai, Y., Truong, S. T., Yi, X., Koyejo, S., Xie, X., & Xiao, Z. (2026). AI Evaluation Should Require Standardized Item-Level Data Releases. arXiv:2604.03244 (v2). Benchmark: Röttger, P., et al. (2024). XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models. NAACL 2024. https://aclanthology.org/2024.naacl-long.301/ | link |
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| jiang_2026_questionnaire | 32 questionnaire items, 1-5, from 333 Chinese respondents. The deposit ships no codebook and names no instrument, so the items keep the source's own Q1-Q32 codes. (CC BY 4.0) Jiang, X., Tang, L., Li, J., & Han, J. (2026). Questionnaire data; AMOS model analysis. figshare. | link |
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| jiang_2026_vulnerable_narcissism | Three vulnerable-narcissism items, one of four narcissism dimensions profiled in the depositor's latent profile analysis. 746 social workers (ages 18-55); questionnaire language not stated in the deposit; responses observed 1-5, scale anchors not documented in the deposit. (CC BY 4.0) Jiang, C. (2026). A Latent Profile Analysis of Multidimensional Narcissism Tendencies Among Social Workers [Data set]. Zenodo. | link |
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| jiang_2026_work_engagement | Three work-engagement items. 746 social workers (ages 18-55); questionnaire language not stated in the deposit; responses observed 0-6, scale anchors not documented in the deposit. (CC BY 4.0) Jiang, C. (2026). A Latent Profile Analysis of Multidimensional Narcissism Tendencies Among Social Workers [Data set]. Zenodo. | link |
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| jiao_2024_computer_skills | Computer and technology skills, 10 items on a 1-5 agreement scale, answered by 683 Chinese-speaking adults in Macao and Portugal in 2022. Covariates are the language the survey was taken in, gender, age band, education, self-rated health, home language, residency, sample and three internet-use measures. (CC BY 4.0) Jiao, W., Schulz, P. J., & Chang, A. (2024). Addressing the Role of eHealth Literacy in Shaping Popular Attitudes Towards Post-COVID-19 Vaccination Among Chinese Adults [Dataset]. figshare. | link |
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| jiao_2024_eheals | eHealth literacy (eHEALS), 8 items on a 1-5 agreement scale, answered by 683 Chinese-speaking adults in Macao and Portugal in 2022. Covariates are the language the survey was taken in, gender, age band, education, self-rated health, home language, residency, sample and three internet-use measures. (CC BY 4.0) Jiao, W., Schulz, P. J., & Chang, A. (2024). Addressing the Role of eHealth Literacy in Shaping Popular Attitudes Towards Post-COVID-19 Vaccination Among Chinese Adults [Dataset]. figshare. | link |
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| jiao_2024_vaccine_conspiracy | Vaccine conspiracy beliefs, 7 items on a 1-5 agreement scale, answered by 683 Chinese-speaking adults in Macao and Portugal in 2022. Covariates are the language the survey was taken in, gender, age band, education, self-rated health, home language, residency, sample and three internet-use measures. (CC BY 4.0) Jiao, W., Schulz, P. J., & Chang, A. (2024). Addressing the Role of eHealth Literacy in Shaping Popular Attitudes Towards Post-COVID-19 Vaccination Among Chinese Adults [Dataset]. figshare. | link |
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| jie_2024_psqi | Pittsburgh Sleep Quality Index (Malay version) frequency and rating items 5a-5j and 6-9 (0-3) from 384 dental students in Malaysia (CC BY 4.0) Jie, K. Y., Mohamad, N., Mohd Adnan, M., Mohd Nor, N. A., Abdul Hamid, N. F., & Abllah, Z. (2024). Factors associated with poor sleep quality among dental students in Malaysia. PeerJ, 12, e17522. | link |
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| jimenezherrera_2022_moral_sensitivity | Moral Sensitivity Questionnaire, Spanish adaptation/validation, 9 items, nursing students (CC BY 4.0) Jimenez-Herrera, M. F., Font-Jimenez, I., Bazo-Hernandez, L., Roldan-Merino, J., Biurrun-Garrido, A., & Hurtado-Pardos, B. (2022). Moral sensitivity of nursing students. Adaptation and validation of the moral sensitivity questionnaire in Spain. PLOS ONE. https://doi.org/10.1371/journal.pone.0270049 | link |
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| jin_2024_communication_effect | Communication behaviour effect, 3 items, 1 very inconsistent to 5 very consistent. 580 employees of Chinese high-tech firms. (CC BY 4.0) Jin H, Peng Y (2024) The impact of team psychological safety on employee innovative performance a study with communication behavior as a mediator variable. PLoS ONE 19(10): e0306629. https://doi.org/10.1371/journal.pone.0306629 | link |
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| jin_2024_effort_reward_balance | Team psychological safety: balance of effort and reward, 3 items, 1 very inconsistent to 5 very consistent. 580 employees of Chinese high-tech firms. (CC BY 4.0) Jin H, Peng Y (2024) The impact of team psychological safety on employee innovative performance a study with communication behavior as a mediator variable. PLoS ONE 19(10): e0306629. https://doi.org/10.1371/journal.pone.0306629 | link |
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| jin_2024_innovation_performance | Employee innovative performance, 3 items, 1 very inconsistent to 5 very consistent. 580 employees of Chinese high-tech firms. (CC BY 4.0) Jin H, Peng Y (2024) The impact of team psychological safety on employee innovative performance a study with communication behavior as a mediator variable. PLoS ONE 19(10): e0306629. https://doi.org/10.1371/journal.pone.0306629 | link |
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| jin_2024_team_info_sharing | Team psychological safety: team information sharing, 3 items, 1 very inconsistent to 5 very consistent. 580 employees of Chinese high-tech firms. (CC BY 4.0) Jin H, Peng Y (2024) The impact of team psychological safety on employee innovative performance a study with communication behavior as a mediator variable. PLoS ONE 19(10): e0306629. https://doi.org/10.1371/journal.pone.0306629 | link |
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| jin_2024_teamwork_understanding | Team psychological safety: teamwork and understanding, 3 items, 1 very inconsistent to 5 very consistent. 580 employees of Chinese high-tech firms. (CC BY 4.0) Jin H, Peng Y (2024) The impact of team psychological safety on employee innovative performance a study with communication behavior as a mediator variable. PLoS ONE 19(10): e0306629. https://doi.org/10.1371/journal.pone.0306629 | link |
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| jin_2025_folk_inheritance_effect | Inheritance effect -- the outcomes of transmission. 6 items. 667 respondents -- inheritors, participants, researchers and educators, and administrators of folk sports -- in China (336, via Wenjuanxing) and South Korea (331, via Google Forms), joined into one table with cov_country. 5-point, 1 strongly disagree to 5 strongly agree, with all five labels published; no missing cells. ids are prefixed CN/KR because both files number respondents from 1. (CC BY 4.0) Jin X, Hou Y (2025). A comparative study on folk sports inheritance in China and South Korea: Influencing factors and mediating roles. PLOS ONE 20(11): e0336798. | link |
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| jin_2025_folk_inheritance_environment | Inheritance environment -- the social and institutional setting. 7 items. 667 respondents -- inheritors, participants, researchers and educators, and administrators of folk sports -- in China (336, via Wenjuanxing) and South Korea (331, via Google Forms), joined into one table with cov_country. 5-point, 1 strongly disagree to 5 strongly agree, with all five labels published; no missing cells. ids are prefixed CN/KR because both files number respondents from 1. (CC BY 4.0) Jin X, Hou Y (2025). A comparative study on folk sports inheritance in China and South Korea: Influencing factors and mediating roles. PLOS ONE 20(11): e0336798. | link |
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| jin_2025_folk_inheritance_intermediary | Inheritance intermediary -- the channels through which folk sports are transmitted. 6 items. 667 respondents -- inheritors, participants, researchers and educators, and administrators of folk sports -- in China (336, via Wenjuanxing) and South Korea (331, via Google Forms), joined into one table with cov_country. 5-point, 1 strongly disagree to 5 strongly agree, with all five labels published; no missing cells. ids are prefixed CN/KR because both files number respondents from 1. (CC BY 4.0) Jin X, Hou Y (2025). A comparative study on folk sports inheritance in China and South Korea: Influencing factors and mediating roles. PLOS ONE 20(11): e0336798. | link |
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| jin_2025_folk_inheritance_object | Inheritance object -- the traditions themselves. 6 items. 667 respondents -- inheritors, participants, researchers and educators, and administrators of folk sports -- in China (336, via Wenjuanxing) and South Korea (331, via Google Forms), joined into one table with cov_country. 5-point, 1 strongly disagree to 5 strongly agree, with all five labels published; no missing cells. ids are prefixed CN/KR because both files number respondents from 1. (CC BY 4.0) Jin X, Hou Y (2025). A comparative study on folk sports inheritance in China and South Korea: Influencing factors and mediating roles. PLOS ONE 20(11): e0336798. | link |
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| jin_2025_folk_inheritance_subject | Inheritance subject -- the people who carry folk sports traditions forward. 7 items. 667 respondents -- inheritors, participants, researchers and educators, and administrators of folk sports -- in China (336, via Wenjuanxing) and South Korea (331, via Google Forms), joined into one table with cov_country. 5-point, 1 strongly disagree to 5 strongly agree, with all five labels published; no missing cells. ids are prefixed CN/KR because both files number respondents from 1. (CC BY 4.0) Jin X, Hou Y (2025). A comparative study on folk sports inheritance in China and South Korea: Influencing factors and mediating roles. PLOS ONE 20(11): e0336798. | link |
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| jo_2023_arp | 3-item Affective Risk Perception scale (7-point Likert, 1-7), from a COVID-19 survey of N=345 Korean and Vietnamese university students. (CC BY 4.0) Jo H, Baek E (2023) Impacts of social isolation and risk perception on social networking intensity among university students during covid-19. PLoS ONE. | link |
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| jo_2023_cfs | 3-item Cabin Fever Syndrome scale (7-point Likert, 1-7; source column numbering skips CFS2, kept as-is), from a COVID-19 survey of N=345 Korean and Vietnamese university students. (CC BY 4.0) Jo H, Baek E (2023) Impacts of social isolation and risk perception on social networking intensity among university students during covid-19. PLoS ONE. | link |
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| jo_2023_crp | 2-item Cognitive Risk Perception scale (7-point Likert, 1-7; source column numbering starts at CRP3, kept as-is), from a COVID-19 survey of N=345 Korean and Vietnamese university students. (CC BY 4.0) Jo H, Baek E (2023) Impacts of social isolation and risk perception on social networking intensity among university students during covid-19. PLoS ONE. | link |
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| jo_2023_pbc | 3-item Perceived Behavioral Control scale (7-point Likert, 1-7), from a COVID-19 survey of N=345 Korean and Vietnamese university students. (CC BY 4.0) Jo H, Baek E (2023) Impacts of social isolation and risk perception on social networking intensity among university students during covid-19. PLoS ONE. | link |
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| jo_2023_sni | 3-item Social Networking Intensity scale (7-point Likert, 1-7), from a COVID-19 survey of N=345 Korean and Vietnamese university students. (CC BY 4.0) Jo H, Baek E (2023) Impacts of social isolation and risk perception on social networking intensity among university students during covid-19. PLoS ONE. | link |
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| jo_2023_sno | 3-item Subjective Norms scale (7-point Likert, 1-7), from a COVID-19 survey of N=345 Korean and Vietnamese university students. (CC BY 4.0) Jo H, Baek E (2023) Impacts of social isolation and risk perception on social networking intensity among university students during covid-19. PLoS ONE. | link |
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| jo_2023_via_adoption | Voice intelligent assistant adoption questionnaire: 10 constructs x 3 items (perceived usefulness, interaction, utilitarian/hedonic motivation, voice attractiveness, parasocial interaction, loneliness, cabin fever, satisfaction, continuance intention), 1-7; N = 262 voice-assistant users during COVID-19 isolation; cov_gender, cov_age, cov_ai_type. (CC0 1.0) Jo, H. (2023). Data for: Evaluating motivation attributes and interaction elements in user adoption of voice intelligent assistant [Data set]. Dryad. https://doi.org/10.5061/dryad.jdfn2z3g5 | link |
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| johannisson_2016_ipip_neo | 120-item IPIP-NEO personality inventory (1-5 Likert), n=200 (CC BY 4.0) Johannisson (2016). Correlations between personality traits and specific groups of alpha waves in the human EEG. PeerJ. | link |
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| johansson-swedish-pss-rasch-analysis-2024 | A Psychometric Evaluation of the Swedish Translation of the Perceived Stress Scale: A Rasch Analysis (CC BY 4.0) Rozental, A., Forsström, D. & Johansson, M. A psychometric evaluation of the Swedish translation of the Perceived Stress Scale: a Rasch analysis. BMC Psychiatry 23, 690 (2023). https://doi.org/10.1186/s12888-023-05162-4 | link |
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| johansson_2020_c30 | EORTC QLQ-C30, 30 items (1-4; global health items 29-30 1-7). 234 Swedish patients: 90 treated for head and neck cancer, 26 with temporomandibular disorders, 117 controls. Covariates: group, age, sex, occupation, living alone, smoking. (CC BY 4.0) Johansson M, Karlsson T, Finizia C (2020) Further validation of the Gothenburg Trismus Questionnaire (GTQ). PLoS ONE 15(12): e0243805. https://doi.org/10.1371/journal.pone.0243805 | link |
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| johansson_2020_gtq | Gothenburg Trismus Questionnaire 2, items 1-23, 1 not at all - 5 very severe. 234 Swedish patients: 90 treated for head and neck cancer, 26 with temporomandibular disorders, 117 controls. Covariates: group, age, sex, occupation, living alone, smoking. (CC BY 4.0) Johansson M, Karlsson T, Finizia C (2020) Further validation of the Gothenburg Trismus Questionnaire (GTQ). PLoS ONE 15(12): e0243805. https://doi.org/10.1371/journal.pone.0243805 | link |
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| johansson_2020_hads | Hospital Anxiety and Depression Scale, 14 items, 0-3 as scored. 234 Swedish patients: 90 treated for head and neck cancer, 26 with temporomandibular disorders, 117 controls. Covariates: group, age, sex, occupation, living alone, smoking. (CC BY 4.0) Johansson M, Karlsson T, Finizia C (2020) Further validation of the Gothenburg Trismus Questionnaire (GTQ). PLoS ONE 15(12): e0243805. https://doi.org/10.1371/journal.pone.0243805 | link |
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| johansson_2020_hn35 | EORTC QLQ-H&N35 head and neck module, items 31-65 (1-4; 61-65 yes/no). 234 Swedish patients: 90 treated for head and neck cancer, 26 with temporomandibular disorders, 117 controls. Covariates: group, age, sex, occupation, living alone, smoking. (CC BY 4.0) Johansson M, Karlsson T, Finizia C (2020) Further validation of the Gothenburg Trismus Questionnaire (GTQ). PLoS ONE 15(12): e0243805. https://doi.org/10.1371/journal.pone.0243805 | link |
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| johnhenderson_2020_disinfection_behavior | Disinfection behavior scale, American Indian adults, 4 items, N=192 (CC BY 4.0) John-Henderson, N. A., et al. (2020). The relationship between health mindsets and health protective behaviors: An exploratory investigation in a convenience sample of American Indian adults during the COVID-19 pandemic. PLOS ONE. | link |
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| johnhenderson_2020_health_mindset | Health mindset scale, American Indian adults, 3 items, N=192 (CC BY 4.0) John-Henderson, N. A., et al. (2020). The relationship between health mindsets and health protective behaviors: An exploratory investigation in a convenience sample of American Indian adults during the COVID-19 pandemic. PLOS ONE. | link |
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| johnston_2024_csi | Central Sensitisation Inventory, 25 items scored 0-4, 399 adults (fibromyalgia patients and controls). (CC BY 4.0) Johnston, H. (2024). Autistic-like behaviour in fibromyalgia is associated with hypersensitisation in sensory processing sensitivity [dataset]. Zenodo. | link |
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| johnston_2024_satq | Subthreshold autism traits questionnaire, 24 items scored 0-3, 399 adults (fibromyalgia patients and controls). (CC BY 4.0) Johnston, H. (2024). Autistic-like behaviour in fibromyalgia is associated with hypersensitisation in sensory processing sensitivity [dataset]. Zenodo. | link |
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| johnston_2024_spsq | Sensory Processing Sensitivity Questionnaire (parts a and b), 16 items scored 0-10, 399 adults (fibromyalgia patients and controls). (CC BY 4.0) Johnston, H. (2024). Autistic-like behaviour in fibromyalgia is associated with hypersensitisation in sensory processing sensitivity [dataset]. Zenodo. | link |
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| jonathan_2026_ai_adoption | 6 AI-technology-adoption items (1-6); N = 199 Indonesian accounting students (Jakarta/Tangerang). (CC BY 4.0) Jonathan, W., Darryl, F., Yivaldo, A., & Andrian, T. (2026). Decoding AI Adoption Among Accounting Students in the Digital Intelligence Era [data]. Mendeley Data. https://doi.org/10.17632/sjdyh7wv2p | link |
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| jonathan_2026_digital_competence | 7 digital-competence items (1-6); N = 199 Indonesian accounting students (Jakarta/Tangerang). (CC BY 4.0) Jonathan, W., Darryl, F., Yivaldo, A., & Andrian, T. (2026). Decoding AI Adoption Among Accounting Students in the Digital Intelligence Era [data]. Mendeley Data. https://doi.org/10.17632/sjdyh7wv2p | link |
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| jonathan_2026_pbc | 6 perceived-behavioural-control items (1-6); N = 199 Indonesian accounting students (Jakarta/Tangerang). (CC BY 4.0) Jonathan, W., Darryl, F., Yivaldo, A., & Andrian, T. (2026). Decoding AI Adoption Among Accounting Students in the Digital Intelligence Era [data]. Mendeley Data. https://doi.org/10.17632/sjdyh7wv2p | link |
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| jonathan_2026_technology_readiness | 8 technology-readiness items (1-6); N = 199 Indonesian accounting students (Jakarta/Tangerang). (CC BY 4.0) Jonathan, W., Darryl, F., Yivaldo, A., & Andrian, T. (2026). Decoding AI Adoption Among Accounting Students in the Digital Intelligence Era [data]. Mendeley Data. https://doi.org/10.17632/sjdyh7wv2p | link |
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| jones_2020_cme_complexity competitions · source = "comp" |
Protect our Planet from Solar Storms (Zooniverse): citizen scientists chose which of two coronal mass ejection images looked more complicated. 409,889 decisions on 1,111 images by 5,898 raters in two sessions (original 2018; brightness-equalised 2019-20); agent_a = image chosen. (CC BY 4.0) Jones, S. R., Scott, C. J., Barnard, L. A., Highfield, R., Lintott, C. J., & Baeten, E. (2020). The visual complexity of coronal mass ejections follows the solar cycle. Space Weather, 18(10), e2020SW002556. | link |
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| jones_2022_gay_teacher conjoint · source = "conj" |
Straight US respondents from a Qualtrics opt-in panel (2019-20) each read one fictitious news story about a gay teacher fired by a Christian school, with six randomized factors (relationship size and exclusivity, teacher gender, race/ethnicity via name, relationship length, school level). 3,541 respondents; three 0-1 outcomes: support for the teacher's case, feeling similar to the teacher, support for LGB job protections. (CC0 1.0) Jones, P. E. (2022). Respectability politics and straight support for LGB rights. Political Research Quarterly, 75(4), 935-949. | link |
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| jones_2025_reform_legitimacy_s2 conjoint · source = "conj" |
Single-profile vignette conjoint (Study 2): 1,891 US adults (Lucid, October 2020) rated descriptions of an unnamed authoritarian country varying a recent reform (7 reform types), who leads it, critics' response, expert nationality, culture, wealth, resources, government type, tourism, US alliance and depth of autocracy; outcomes are five 1-7 ratings (favorability, trade, cutting relations, boycott, visiting). (CC0 1.0) Jones, C. W. (2025). Authoritarian reforms and external legitimacy. International Organization. | link |
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| jones_2025_reform_legitimacy_s3 conjoint · source = "conj" |
Single-profile vignette conjoint (Study 3): 1,317 US adults (Lucid, July 2023) rated descriptions of an unnamed authoritarian country varying a recent reform (9 reform types incl. anticorruption, checks and balances, poverty, science, pro-American), who leads it, critics' response, expert nationality, culture, wealth, resources, government type, tourism, US alliance and depth of autocracy; outcomes are five 1-7 ratings (favorability, trade, cutting relations, boycott, visiting). (CC0 1.0) Jones, C. W. (2025). Authoritarian reforms and external legitimacy. International Organization. | link |
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| jones_2026_agi | Three attitudes to artificial general intelligence -- whether an AGI can be built, whether it should be, and whether it should have human rights -- rated -3 to +3 by 1,963 US adults across three independent samples (Google Surveys 2021, Prolific 2023, Prolific 2024). (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_ai_art | Six attitudes to AI-generated art (ethical development, disclosure law, paying human creators, value, copyright, being well informed) rated -3 to +3 by 326 US adults in 2023. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_ai_benefit | Four items on AI as a benefit (improves life, improves work, will use in future, positive for humanity) rated -3 to +3 by 498 US adults in 2023. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_ai_fear_2021 | The same seven fears about artificial intelligence, rated 1-7 by 102 US adults in a January 2021 Google Surveys administration, with response times and sampling weights. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_ai_fear_2023 | Seven fears about artificial intelligence (extinction, job loss, unfairness, inequality, freedom, overreliance, control by the greedy) rated -3 to +3 by 500 US adults in 2023. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_ai_threat | Five items on AI as a threat (fear, trust, destroying humankind, benefiting humankind, job losses) rated -3 to +3 by 498 US adults in 2023. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_tech_familiarity | Self-rated familiarity with ten computer-related items (advanced search, algorithmic bias, artificial intelligence, convolutional neural network, deepfake, email, GPT-3, machine learning, phishing, wiki) rated 1-7 by 9,204 US adults in Google Surveys, 2020-2022. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_tech_informed | A twelve-topic checklist of technologies a respondent feels informed about (0/1), from 1,009 US adults across the 2023 and 2024 administrations pooled. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_tech_understanding | Self-rated understanding of eight computing topics (AI, algorithmic bias, large language models, convolutional neural networks, email, phishing, SEO, wireless routers) rated -3 to +3 by 501 US adults in 2023. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_tech_worried | A twelve-topic checklist of technologies a respondent is worried about (0/1), from 1,009 US adults across the 2023 and 2024 administrations pooled. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_tech_worry | Worry about three technologies -- artificial intelligence, self-driving cars and facial recognition -- rated 0-6 by 1,009 US adults across the 2023 and 2024 administrations pooled. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jones_2026_trust_actors | Trust in five actors to do the right thing (AI algorithms, Congress, the average American, the US President, one's best friend) rated -3 to +3 by 501 US adults in 2023. (CC BY-NC-SA 4.0) Jones, J. J. (2026). Thinking Machines, Pondering Humans: Public Perception of Artificial Intelligence [replication data]. Harvard Dataverse. | link |
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| jongchidklang_2026_tails_knowledge | AI knowledge test of the Thai AI Literacy Scale for Nursing Students (TAILS-NS), 15 items scored 0/1. Development sample (410) and independent validation sample (157) of Thai nursing students, merged with cov_study. Covariates: study year, age group, and (development sample only) gender and home region. (CC0 1.0) Jongchidklang, W., Phonphithak, S., & Amornritvanich, P. (2026). Development and psychometric validation of the Thai AI Literacy Scale for Nursing Students in Thailand: a cross-sectional observational study. Journal of Educational Evaluation for Health Professions, 23, 22. https://doi.org/10.3352/jeehp.2026.23.22 | link |
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| jongchidklang_2026_tails_ns | Thai AI Literacy Scale for Nursing Students (TAILS-NS), 25 Likert items (a1-e5), 1-5, covering AI awareness, skills, ethics and professionalism, positive attitude, AI anxiety and readiness. Development (410) and validation (157) samples of Thai nursing students, merged with cov_study. Covariates: study year, age group, and (development sample only) gender and home region. (CC0 1.0) Jongchidklang, W., Phonphithak, S., & Amornritvanich, P. (2026). Development and psychometric validation of the Thai AI Literacy Scale for Nursing Students in Thailand: a cross-sectional observational study. Journal of Educational Evaluation for Health Professions, 23, 22. https://doi.org/10.3352/jeehp.2026.23.22 | link |
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| joo_2026_descriptive_rep conjoint · source = "conj" |
Paired candidate conjoint (Study 2): 1,043 US adults (Qualtrics panels, May 2017; Black, Latinx and white respondents oversampled to about one third each) saw 6 pairs of potential congressional candidates varying race, gender, policy priority, party, ideology and parental status; outcomes are vote choice with an 'I would not vote' option, which candidate addresses the respondent's concerns, and 1-4 ratings of likelihood of contacting, likelihood of donating and trustworthiness. (CC0 1.0) Joo, M., Lemi, D. C., Merolla, J. L., & Sellers, A. H. (2026). Only for some women: Experimental evidence on descriptive representation and political engagement. Political Behavior. | link |
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| jordan_2020_burnout | 10-item burnout frequency scale (Copenhagen Burnout Inventory-style wording), first-year medical students, N=539 (CC BY 4.0) Jordan RK, Shah SS, Desai H, Tripi J, Mitchell A, Worth RG (2020). Variation of stress levels, burnout, and resilience throughout the academic year in first-year medical students. PLOS ONE, 15(10), e0240667. https://doi.org/10.1371/journal.pone.0240667 | link |
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| jordan_2020_mindfulness | 12-item mindfulness scale, first-year medical students, N=539 (CC BY 4.0) Jordan RK, Shah SS, Desai H, Tripi J, Mitchell A, Worth RG (2020). Variation of stress levels, burnout, and resilience throughout the academic year in first-year medical students. PLOS ONE, 15(10), e0240667. https://doi.org/10.1371/journal.pone.0240667 | link |
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| jordan_2020_pss10 | Perceived Stress Scale-10 (10 items), first-year medical students, N=539 (CC BY 4.0) Jordan RK, Shah SS, Desai H, Tripi J, Mitchell A, Worth RG (2020). Variation of stress levels, burnout, and resilience throughout the academic year in first-year medical students. PLOS ONE, 15(10), e0240667. https://doi.org/10.1371/journal.pone.0240667 | link |
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| jordan_2020_resilience | Brief Resilience Scale (6 items), first-year medical students, N=539 (CC BY 4.0) Jordan RK, Shah SS, Desai H, Tripi J, Mitchell A, Worth RG (2020). Variation of stress levels, burnout, and resilience throughout the academic year in first-year medical students. PLOS ONE, 15(10), e0240667. https://doi.org/10.1371/journal.pone.0240667 | link |
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| joreskog_moustaki_2001 | Common responses (i.e., Table 3) to political action survey (Missing (NA)) Jöreskog, K. G., & Moustaki, I. (2001). Factor analysis of ordinal variables: A comparison of three approaches. Multivariate Behavioral Research,, 36(3), 347-387. | link |
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| jost_2024_zambia_participation conjoint · source = "conj" |
Zambian phone-survey respondents (ZEPS wave 2, July-August 2021, n = 1,525) each heard one vignette in which a local authority urges them to campaign for or attend a meeting with a parliamentary candidate, with 11 randomized factors (candidate co-ethnicity, co-partisanship, gender, origin, residence; leader and community monitoring; friends joining; payment); they rated their likelihood of participating, expected sanctions, enjoyment and whether the authority would back the candidate. (CC0 1.0) Jöst, P., Krönke, M., Lockwood, S. J., & Lust, E. (2024). Drivers of political participation: The role of partisanship, identity, and incentives in mobilizing Zambian citizens. Comparative Political Studies, 57(9), 1441-1474. | link |
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| jovanovic_2026_conscientiousness_bfi | Conscientiousness Subscale of Big Five Inventory (CC BY 4.0) Jovanović, V. (2026). Conscientiousness and internalizing symptoms in adolescence: The moderating role of negative affect. Journal of Individual Differences, 47(1), 32–39. | link |
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| jovanovic_2026_conscientiousness_dass_d | Depression Anxiety Stress Scales (CC BY 4.0) Jovanović, V. (2026). Conscientiousness and internalizing symptoms in adolescence: The moderating role of negative affect. Journal of Individual Differences, 47(1), 32–39. | link |
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| jovanovic_2026_conscientiousness_panas_na | Negative Affect subscale of the Positive and Negative Affect Schedule (CC BY 4.0) Jovanović, V. (2026). Conscientiousness and internalizing symptoms in adolescence: The moderating role of negative affect. Journal of Individual Differences, 47(1), 32–39. | link |
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| jovanovic_2026_conscientiousness_spane_na | SPANE Negative Feelings subscale consists of six items rated on a 5-point frequency scale (CC BY 4.0) Jovanović, V. (2026). Conscientiousness and internalizing symptoms in adolescence: The moderating role of negative affect. Journal of Individual Differences, 47(1), 32–39. | link |
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| jovanovic_2026_conscientiousness_yips | Youth Internalizing Problems (CC BY 4.0) Jovanović, V. (2026). Conscientiousness and internalizing symptoms in adolescence: The moderating role of negative affect. Journal of Individual Differences, 47(1), 32–39. | link |
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| jung_2018_media_use | Health-related media use frequency, past week (TV/radio/newspaper/books/internet, 5 items 1-3 scale) N=2134 South Korean mothers (CC BY 4.0) Jung M (2018) The effect of maternal decisional authority on children's vaccination in East Asia. PLOS ONE. | link |
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| jung_2024_value_conjoint conjoint · source = "conj" |
US adults (n = 863, NORC AmeriSpeak, TESS) rated six hypothetical people, each described by gender, age, ethnicity, partisanship, career, religion, education, hobby and whether they agree or disagree with a randomly drawn value statement, on favorability, neighbor acceptability and trust to look after the respondent's house. (CC0 1.0) Jung, J.-H., & Clifford, S. (2024). Varieties of values: Moral values are uniquely divisive. American Political Science Review. | link |
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| jurado_2022_brexit_deal_germany conjoint · source = "conj" |
German online-panel respondents chose between pairs of hypothetical Brexit withdrawal agreements varying on seven negotiation issues (exit bill, citizens' rights, free movement, EU law, trade, services, EU programmes); 2,388 respondents, 6 pairs each, two survey waves pooled. Outcome is a forced choice. (CC0 1.0) Jurado, I., León, S., & Walter, S. (2022). Brexit dilemmas: Shaping postwithdrawal relations with a leaving state. International Organization, 76(2), 273-304. | link |
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| jurado_2022_brexit_deal_spain conjoint · source = "conj" |
Spanish online-panel respondents chose between pairs of hypothetical Brexit withdrawal agreements varying on seven negotiation issues (exit bill, citizens' rights, free movement, EU law, trade, services, EU programmes); 2,408 respondents, 6 pairs each, two survey waves pooled. Outcome is a forced choice. (CC0 1.0) Jurado, I., León, S., & Walter, S. (2022). Brexit dilemmas: Shaping postwithdrawal relations with a leaving state. International Organization, 76(2), 273-304. | link |
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| justesen_2025_brazil_clientelism conjoint · source = "conj" |
1,420 Brazilian respondents each chose between three pairs of hypothetical candidates whose political behaviour (no clientelism, patronage or vote buying), gender, age, local policy implementation (no change, health clinics or a local conditional cash transfer), occupation and income-tax position were randomized. Attribute order was randomized once per respondent and is recorded. (CC0 1.0) Justesen, M. K., Koob, S., & Smid, S. (2025). Clientelism and programmatic redistribution: Evidence from a conjoint survey experiment in Brazil. World Development, 195, 107124. | link |
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| jutte_2024_loneliness | 3-item short Loneliness Scale, 2-wave COVID-era panel, N=825 (CC BY 4.0) Jütte D, Hennig-Thurau T, Cziehso G, Sattler H (2024). When the antidote is the poison: Investigating the relationship between people's social media usage and loneliness when face-to-face communication is restricted. PLOS ONE, 19(2), e0296423. https://doi.org/10.1371/journal.pone.0296423 | link |
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| jutte_2024_personality | Single-item Big Five domain ratings (5 items), wave 2 only, N=825 (CC BY 4.0) Jütte D, Hennig-Thurau T, Cziehso G, Sattler H (2024). When the antidote is the poison: Investigating the relationship between people's social media usage and loneliness when face-to-face communication is restricted. PLOS ONE, 19(2), e0296423. https://doi.org/10.1371/journal.pone.0296423 | link |
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| kabir_2021_elearning_readiness | E-learning readiness (availability and use of technology, self-confidence, acceptance, training), 39 items, 1 strongly disagree to 5 strongly agree. 1,162 university students in Bangladesh, online snowball survey during the 2020 COVID-19 closures. Covariates: gender, degree, residence, age band, division, institution type. (CC BY 4.0) Kabir H, Nasrullah SM, Hasan MK, Ahmed S, Hawlader MDH, Mitra DK (2021) Perceived e-learning stress as an independent predictor of e-learning readiness: Results from a nationwide survey in Bangladesh. PLoS ONE 16(10): e0259281. https://doi.org/10.1371/journal.pone.0259281 | link |
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| kabir_2023_bms10 | Burnout Measure short version (BMS-10), 10 items (1 never .. 7 always), registered nurses in Bangladesh surveyed online and in eight tertiary hospitals, February-July 2021. 12,575 responses from 1,259 respondents on 10 items. (CC BY 4.0) Kabir H, Chowdhury SR, Roy AK, Chowdhury SA, Islam MN, Chomon RJ, Akter M, Hossain A (2023). Association of workplace bullying and burnout with nurses' suicidal ideation in Bangladesh. Scientific Reports, 13, 14641. https://doi.org/10.1038/s41598-023-41594-4 | link |
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| kabir_2023_sidas | Suicidal Ideation Attributes Scale (SIDAS-5), 5 items rated 0-10 on frequency, controllability, closeness to attempt, distress and interference with daily activities, registered nurses in Bangladesh surveyed online and in eight tertiary hospitals, February-July 2021. 6,280 responses from 1,256 respondents on 5 items. (CC BY 4.0) Kabir H, Chowdhury SR, Roy AK, Chowdhury SA, Islam MN, Chomon RJ, Akter M, Hossain A (2023). Association of workplace bullying and burnout with nurses' suicidal ideation in Bangladesh. Scientific Reports, 13, 14641. https://doi.org/10.1038/s41598-023-41594-4 | link |
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| kabir_2023_snaq | Short Negative Acts Questionnaire (S-NAQ-9) workplace bullying, 9 items on exposure in the past six months (1 never .. 5 daily), registered nurses in Bangladesh surveyed online and in eight tertiary hospitals, February-July 2021. 11,312 responses from 1,259 respondents on 9 items. (CC BY 4.0) Kabir H, Chowdhury SR, Roy AK, Chowdhury SA, Islam MN, Chomon RJ, Akter M, Hossain A (2023). Association of workplace bullying and burnout with nurses' suicidal ideation in Bangladesh. Scientific Reports, 13, 14641. https://doi.org/10.1038/s41598-023-41594-4 | link |
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| kabir_2023_tam_atu | Technology Acceptance Model, Attitude Towards Usage, 6 items, 1-4 agreement, for a head-mounted assistive mouse controller. 150 people with upper limb disability, Bangladesh. (CC BY 4.0) Kabir MR, Mahmud H, Hasan MK (2023). Acceptability of a head-mounted assistive mouse controller for people with upper limb disability: An empirical study using the technology acceptance model. PLoS ONE 18(10): e0293608. https://doi.org/10.1371/journal.pone.0293608 | link |
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| kabir_2023_tam_bi | Technology Acceptance Model, Behavioral Intention, 3 items, 1-4 agreement, for a head-mounted assistive mouse controller. 150 people with upper limb disability, Bangladesh. (CC BY 4.0) Kabir MR, Mahmud H, Hasan MK (2023). Acceptability of a head-mounted assistive mouse controller for people with upper limb disability: An empirical study using the technology acceptance model. PLoS ONE 18(10): e0293608. https://doi.org/10.1371/journal.pone.0293608 | link |
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| kabir_2023_tam_peu | Technology Acceptance Model, Perceived Ease of Use, 4 items, 1-4 agreement, for a head-mounted assistive mouse controller. 150 people with upper limb disability, Bangladesh. (CC BY 4.0) Kabir MR, Mahmud H, Hasan MK (2023). Acceptability of a head-mounted assistive mouse controller for people with upper limb disability: An empirical study using the technology acceptance model. PLoS ONE 18(10): e0293608. https://doi.org/10.1371/journal.pone.0293608 | link |
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| kabir_2023_tam_pi | Technology Acceptance Model, Personal Innovativeness, 3 items, 1-4 agreement, for a head-mounted assistive mouse controller. 150 people with upper limb disability, Bangladesh. (CC BY 4.0) Kabir MR, Mahmud H, Hasan MK (2023). Acceptability of a head-mounted assistive mouse controller for people with upper limb disability: An empirical study using the technology acceptance model. PLoS ONE 18(10): e0293608. https://doi.org/10.1371/journal.pone.0293608 | link |
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| kabir_2023_tam_pu | Technology Acceptance Model, Perceived Usefulness, 3 items, 1-4 agreement, for a head-mounted assistive mouse controller. 150 people with upper limb disability, Bangladesh. (CC BY 4.0) Kabir MR, Mahmud H, Hasan MK (2023). Acceptability of a head-mounted assistive mouse controller for people with upper limb disability: An empirical study using the technology acceptance model. PLoS ONE 18(10): e0293608. https://doi.org/10.1371/journal.pone.0293608 | link |
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| kabir_2023_tam_ta | Technology Acceptance Model, Technology Anxiety, 5 items, 1-4 agreement, for a head-mounted assistive mouse controller. 150 people with upper limb disability, Bangladesh. (CC BY 4.0) Kabir MR, Mahmud H, Hasan MK (2023). Acceptability of a head-mounted assistive mouse controller for people with upper limb disability: An empirical study using the technology acceptance model. PLoS ONE 18(10): e0293608. https://doi.org/10.1371/journal.pone.0293608 | link |
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| kacovsky_2022_imi | Intrinsic Motivation Inventory adaptation, 23 items, 1 (highest) to 7 (lowest); N = 1,805 Czech secondary-school students after practical work in physics; cov_gender, cov_stem_intention, cov_diligence. (CC BY 4.0) Kácovský, P. (2022). DATASET associated with the research of students' intrinsic motivation during practical work in physics [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6394501 | link |
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| kage_2019_elect_politician conjoint · source = "conj" |
Japanese adults (Research Now online panel, 2015, n = 1,611) chose between pairs of hypothetical House of Representatives candidates in 3 tasks varying gender, party, consumption-tax stance, policy priority, age, experience, education, children and marital status, and rated each candidate 1-7. (CC0 1.0) Kage, R., Rosenbluth, F. M., & Tanaka, S. (2019). What explains low female political representation? Evidence from survey experiments in Japan. Politics & Gender, 15(2), 285-309. | link |
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| kage_2019_promote_politician conjoint · source = "conj" |
Japanese adults (Research Now online panel, 2015, n = 1,611) chose which of two hypothetical politicians they would prefer to see promoted to LDP leader in 3 tasks varying gender, age, electoral experience, education, children and marital status, and rated each 1-7. (CC0 1.0) Kage, R., Rosenbluth, F. M., & Tanaka, S. (2019). What explains low female political representation? Evidence from survey experiments in Japan. Politics & Gender, 15(2), 285-309. | link |
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| kahraman_2026_bai | Beck Anxiety Inventory, 21 items stored 1-4; N = 494 informal caregivers of chemotherapy patients, Izmir City Hospital, 2025-26; caregiver and patient covariates. (CC BY 4.0) Kahraman, E. G. (2026). Anonymized Raw Dataset of Caregiver Burden and Anxiety Among Relatives of Cancer Patients Undergoing Active Chemotherapy (N = 494) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20381044 | link |
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| kahraman_2026_zbi | Zarit Burden Interview as deposited (19 items), 1-5; N = 494 informal caregivers of chemotherapy patients, Izmir City Hospital, 2025-26; caregiver and patient covariates. (CC BY 4.0) Kahraman, E. G. (2026). Anonymized Raw Dataset of Caregiver Burden and Anxiety Among Relatives of Cancer Patients Undergoing Active Chemotherapy (N = 494) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20381044 | link |
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| kaigaishi_2024_primate_cognition | Eight-task cognitive battery (physical, social and inhibitory-control domains) administered to 138 Japanese macaques; resp is per-trial binary success, 6,356 trials. (CC BY 4.0) Kaigaishi Y, Yamamoto S. 2024. Higher eigenvector centrality in grooming network is linked to better inhibitory control task performance but not other cognitive tasks in Japanese macaques. Scientific Reports 14:27460. | link |
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| kalani_2026_bat | Burnout Assessment Tool (BAT, 23 core + 10 secondary symptom items, 1-5 never to always), Persian version, completed by 418 Iranian physicians. (CC0 1.0) Kalani, S. (2026). Replication data for: Psychometric properties of the Burnout Assessment Tool among physicians [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/RODGFE | link |
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| kalani_2026_boredom | Dutch Boredom Scale (DUBS, 8 items, 1-5 never to always) completed by 418 Iranian physicians. (CC0 1.0) Kalani, S. (2026). Replication data for: Psychometric properties of the Burnout Assessment Tool among physicians [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/RODGFE | link |
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| kalani_2026_flourishing | Flourishing Scale (8 items, 1-7 strongly disagree to strongly agree) completed by 418 Iranian physicians. (CC0 1.0) Kalani, S. (2026). Replication data for: Psychometric properties of the Burnout Assessment Tool among physicians [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/RODGFE | link |
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| kalani_2026_uwes | Utrecht Work Engagement Scale (UWES-9) completed by 418 Iranian physicians; response coding undocumented (observed 1-6). (CC0 1.0) Kalani, S. (2026). Replication data for: Psychometric properties of the Burnout Assessment Tool among physicians [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/RODGFE | link |
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| kalani_2026_workaholism | Dutch Work Addiction Scale (DUWAS, 10 items, administered 1-5 never to always) completed by 418 Iranian physicians. (CC0 1.0) Kalani, S. (2026). Replication data for: Psychometric properties of the Burnout Assessment Tool among physicians [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/RODGFE | link |
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| kalczajanosi_2021_covid_fear | COVID-19 fear subscale (14 items, 1-5) of a three-dimensional COVID-19 vaccine hesitancy scale. 21,042 responses from 1,503 respondents on 14 items. (CC BY 4.0) Kalcza-Janosi, K., Kotta, I., & Marschalko, E. E. (2021). The development and validation of a three-dimensional COVID-19 vaccine hesitancy scale [Data set]. figshare. https://doi.org/10.6084/m9.figshare.15090891.v1 | link |
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| kalczajanosi_2021_covid_risk | COVID-19 risk perception subscale (12 items, 1-5) of a three-dimensional COVID-19 vaccine hesitancy scale. 18,036 responses from 1,503 respondents on 12 items. (CC BY 4.0) Kalcza-Janosi, K., Kotta, I., & Marschalko, E. E. (2021). The development and validation of a three-dimensional COVID-19 vaccine hesitancy scale [Data set]. figshare. https://doi.org/10.6084/m9.figshare.15090891.v1 | link |
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| kalczajanosi_2021_vaccine_skepticism | Vaccine skepticism subscale (11 items, 1-5) of a three-dimensional COVID-19 vaccine hesitancy scale. 16,533 responses from 1,503 respondents on 11 items. (CC BY 4.0) Kalcza-Janosi, K., Kotta, I., & Marschalko, E. E. (2021). The development and validation of a three-dimensional COVID-19 vaccine hesitancy scale [Data set]. figshare. https://doi.org/10.6084/m9.figshare.15090891.v1 | link |
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| kalichman1995_scs | Sexual Compulsivity Scale (GPL-3.0) Kalichman, S. C., & Rompa, D. (1995). Sexual sensation seeking and sexual compulsivity scales: Validity, and predicting HIV risk behavior. Journal of personality assessment, 65(3), 586-601. | link |
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| kalimahnorms_alzahrani_2025 | 803 native Arabic speakers provided age of acquisition (AOA) and concreteness (CNC) ratings for 2,467 MSA words (MIT) Alzahrani, A., Aljuaythin, W., Alshumrani, H., Saleh, A. M., & Mostafa, M. M. (2025). Kalimah norms: Ratings for 2,467 modern standard Arabic words on two scales. Behavior Research Methods, 57(7), 194. | link |
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| kam_2015_disgust8 | Eight-item disgust-sensitivity battery (VAN341-348: toilet, cook, monkey [reverse-keyed], vomit, soda, chocolate, maggot, milk), 1-5, asked mid-survey or at the end (cov_placement); N = 1,498 US adults (2012 CCES module); demographics and political covariates. (CC0 1.0) Kam, C. D., & Estes, B. A. (2015). Replication Data for: Disgust Sensitivity and Public Demand for Protection [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/6IO5ET | link |
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| kam_2015_racial_resentment | Racial resentment, 4 items (VAN381-384), 1 strongly agree - 5 strongly disagree as stored; N = 1,499 US adults (2012 CCES module); demographics and political covariates. (CC0 1.0) Kam, C. D., & Estes, B. A. (2015). Replication Data for: Disgust Sensitivity and Public Demand for Protection [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/6IO5ET | link |
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| kam_2015_tipi | Ten-Item Personality Inventory (VAN360-369), 1-7; N = 1,500 US adults (2012 CCES module); demographics and political covariates. (CC0 1.0) Kam, C. D., & Estes, B. A. (2015). Replication Data for: Disgust Sensitivity and Public Demand for Protection [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/6IO5ET | link |
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| kam_2016_ad_emotions | How a 2012 US campaign advertisement made the viewer feel: 5 emotion items (disgusted, angry, worried, happy, hopeful) on a 1-5 scale, answered by 17,400 survey respondents. Covariates: cov_ad, cov_birth_year, cov_gender, cov_party_id7, cov_party_id3, cov_race, cov_education, cov_marital_status, cov_family_income. (CC0 1.0) Kam, C. D., Archer, A. M., & Geer, J. G. (2016). Replication Data for: Courting the Women's Vote: The Emotional, Cognitive, and Persuasive Effects of Gender-Based Appeals in Campaign Advertisements [Dataset]. Harvard Dataverse. | link |
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| kamalov_2026_emigrant_aid conjoint · source = "conj" |
Russian migrants who left Russia in 2022 (convenience sample in 60+ countries, n=2,036) chose, in 2 tasks, which of two hypothetical Russian individuals (varying age, gender, children, profession, ethnic origin and motivation for emigrating) they preferred to help. (CC0 1.0) Kamalov, E., & Sergeeva, I. (2026). Helping emigrants flee a political crisis: How antiwar alignment shapes the aid preferences of wartime Russian migrants. Perspectives on Politics. | link |
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| kamaludin_2025_refrigerator_energy_label conjoint · source = "conj" |
Choice experiment: 799 Malaysian household heads chose between two refrigerators (energy star rating, annual energy cost, annual energy saving, price in RM) or a no-option, in 4 choice sets each. (CC BY 4.0) Kamaludin, M., Razali, M. A. S., Haron, N. F., Abd Aziz, A., & Samdin, Z. (2025). Household preferences towards energy labels in Malaysia: A pathway to sustainability. Journal of Sustainability Science and Management, 20(1), 1-22. | link |
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| kamwendo_2021_detergent_ranking conjoint · source = "conj" |
Respondents in Durban ranked 10 fixed clothing-detergent profiles (durability, strength, price, form and size, scent) from most to least preferred. 203 respondents, 10 profiles in one task, rank stored in rating (1 = most preferred). (CC BY 4.0) Kamwendo, A. (2021). Clothing detergent category data [Data set]. Mendeley Data. | link |
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| kanamori_2026_ais | Athens Insomnia Scale (Japanese version), 8 items scored 0-3, from adults aged 65+ living in temporary housing or relocated after the 2016 Kumamoto earthquake; covariates include demographics, housing, lifestyle and sources of social support. (CC BY 4.0) Kanamori, Y., Samiso, T., & Ide-Okochi, A. (2026). Examination of factors affecting insomnia in older victims of the Kumamoto earthquake. PeerJ, 14, e20584. | link |
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| kang_2015_facial_preference | Facial preference values (proportion of trials each face rated as preferred, continuous 0-1) from an EEG alpha-oscillation facial-preference study (CC BY 4.0) Kang J, Kim SJ, Cho YS, Kim S (2015). Modulation of Alpha Oscillations in the Human EEG with Facial Preference. PLOS ONE, 10(9), e0138153. https://doi.org/10.1371/journal.pone.0138153 | link |
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| kang_2024_ai_adoption | Generative AI adoption survey for K-12 CS teachers in China (338 teachers, 27 items, 5-point Likert) (CC0 1.0) NA | link |
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| kang_2024_police_priority_exp1 conjoint · source = "conj" |
South Korean National Police frontline investigators (n=1,294) chose which of two assault cases to prioritize (accuser age, accuser gender, accuser occupation, accused age, accused reachability, assault story); 3 pairs each, experiment 1 of 2. (CC0 1.0) Kang, I., & Jilke, S. (2024). Mapping out the motivational basis of active representation as intergroup behavior. Public Administration, 102(1), 164-187. | link |
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| kang_2024_police_priority_exp2 conjoint · source = "conj" |
South Korean National Police frontline investigators (n=631) chose which of two assault cases to prioritize (accuser-and-accused age, accuser occupation, accused occupation, assault severity, intimate-partner relationship, accused's devaluation of women); 3 pairs each, experiment 2 of 2. (CC0 1.0) Kang, I., & Jilke, S. (2024). Mapping out the motivational basis of active representation as intergroup behavior. Public Administration, 102(1), 164-187. | link |
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| kankova_2023_dsr | Disgust Scale-Revised, 25 items, 0-4; N = 598 pregnant women (first trimester, Prague); items 1, 6, 10 stored reversed (_R). Supersedes the lab's 2021 deposit 10.6084/m9.figshare.16843210 (550 of these women). (CC BY 4.0) Kaňková, Š., Ullmann, J., Fiurašková, K., Havlíček, J., Calda, P., Dlouhá, D., & Roberts, S. C. (2023). Associations between nausea and vomiting in pregnancy, disgust sensitivity, and first-trimester maternal serum free-β hCG and PAPP-A [Data set]. figshare. https://doi.org/10.6084/m9.figshare.20509353 | link |
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| kankova_2023_invr | Rhodes Index of Nausea, Vomiting and Retching, 8 items, 0-4; N = 597 pregnant women (first trimester); items 1, 3, 6, 7 stored reversed (_R). (CC BY 4.0) Kaňková, Š., Ullmann, J., Fiurašková, K., Havlíček, J., Calda, P., Dlouhá, D., & Roberts, S. C. (2023). Associations between nausea and vomiting in pregnancy, disgust sensitivity, and first-trimester maternal serum free-β hCG and PAPP-A [Data set]. figshare. https://doi.org/10.6084/m9.figshare.20509353 | link |
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| kankova_2023_stai6 | Six-item state anxiety (STAI-6), 1-4; N = 395 pregnant women (sample 2 only); items 1, 4, 5 stored reversed (_R). (CC BY 4.0) Kaňková, Š., Ullmann, J., Fiurašková, K., Havlíček, J., Calda, P., Dlouhá, D., & Roberts, S. C. (2023). Associations between nausea and vomiting in pregnancy, disgust sensitivity, and first-trimester maternal serum free-β hCG and PAPP-A [Data set]. figshare. https://doi.org/10.6084/m9.figshare.20509353 | link |
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| kankova_2023_tdds_pathogen | Three Domain Disgust Scale pathogen subscale, 7 items, 0-6; N = 396 pregnant women (sample 2 only). (CC BY 4.0) Kaňková, Š., Ullmann, J., Fiurašková, K., Havlíček, J., Calda, P., Dlouhá, D., & Roberts, S. C. (2023). Associations between nausea and vomiting in pregnancy, disgust sensitivity, and first-trimester maternal serum free-β hCG and PAPP-A [Data set]. figshare. https://doi.org/10.6084/m9.figshare.20509353 | link |
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| kankova_2025_child_disgust | Child Disgust Scale, 14 items (cds1..cds14_R; 3, 4, 11, 12, 14 stored reversed), 0-2, mother-reported at 3 years postpartum; N = 163 Czech mothers; demographic and child covariates. (CC BY 4.0) Kaňková, Š. (2025). The impact of maternal disgust sensitivity from pregnancy until three years postpartum on the early development of disgust sensitivity in the child [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29590139 | link |
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| kankova_2025_postpartum_dsr | Disgust Scale-Revised, 25 items, 0-4, at wave 1 (first trimester), 2 (6 weeks), 3 (1 year), 4 (3 years postpartum); N = 163 Czech mothers; demographic and child covariates. (CC BY 4.0) Kaňková, Š. (2025). The impact of maternal disgust sensitivity from pregnancy until three years postpartum on the early development of disgust sensitivity in the child [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29590139 | link |
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| kankova_2025_postpartum_panas | PANAS, 20 items (panas1p..panas20n; p/n = positive/negative affect), 1-5, at wave 1-4 (first trimester to 3 years postpartum); N = 162 Czech mothers; demographic and child covariates. (CC BY 4.0) Kaňková, Š. (2025). The impact of maternal disgust sensitivity from pregnancy until three years postpartum on the early development of disgust sensitivity in the child [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29590139 | link |
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| kankova_2025_postpartum_pss10 | Perceived Stress Scale-10 (pss1..pss10; 4, 5, 7, 8 stored reversed), 0-4, at wave 1-4 (first trimester to 3 years postpartum); N = 162 Czech mothers; demographic and child covariates. (CC BY 4.0) Kaňková, Š. (2025). The impact of maternal disgust sensitivity from pregnancy until three years postpartum on the early development of disgust sensitivity in the child [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29590139 | link |
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| kankova_2025_postpartum_stai6 | STAI-6, 1-4, at wave 1-4 (first trimester to 3 years postpartum); N = 163 Czech mothers; demographic and child covariates. (CC BY 4.0) Kaňková, Š. (2025). The impact of maternal disgust sensitivity from pregnancy until three years postpartum on the early development of disgust sensitivity in the child [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29590139 | link |
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| kankova_2025_postpartum_tdds | Three Domain Disgust Scale, 21 items, 0-6, at wave 1-4 (first trimester to 3 years postpartum); N = 163 Czech mothers; demographic and child covariates. (CC BY 4.0) Kaňková, Š. (2025). The impact of maternal disgust sensitivity from pregnancy until three years postpartum on the early development of disgust sensitivity in the child [Data set]. figshare. https://doi.org/10.6084/m9.figshare.29590139 | link |
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| kankova_2025_trimester_dsr | Disgust Scale-Revised, 25 items, 0-4, at wave 1-3 (trimesters); N = 261 Czech pregnant women; cov_age, parity, education, income/residence bands and pregnancy covariates per wave. (CC BY 4.0) Kaňková, Š. (2025). Longitudinal associations between disgust sensitivity and state anxiety across all three trimesters of pregnancy [Data set]. figshare. https://doi.org/10.6084/m9.figshare.25039721 | link |
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| kankova_2025_trimester_stai6 | Six-item state anxiety scale (STAI-6; stai1_R..stai6, 1/4/5 stored reversed), 1-4, at wave 1-3 (trimesters); N = 261 Czech pregnant women; cov_age, parity, education, income/residence bands and pregnancy covariates per wave. (CC BY 4.0) Kaňková, Š. (2025). Longitudinal associations between disgust sensitivity and state anxiety across all three trimesters of pregnancy [Data set]. figshare. https://doi.org/10.6084/m9.figshare.25039721 | link |
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| kankova_2025_trimester_tdds | Three Domain Disgust Scale, 21 items (tdds1-21), 0-6, at wave 1-3 (trimesters); N = 261 Czech pregnant women; cov_age, parity, education, income/residence bands and pregnancy covariates per wave. (CC BY 4.0) Kaňková, Š. (2025). Longitudinal associations between disgust sensitivity and state anxiety across all three trimesters of pregnancy [Data set]. figshare. https://doi.org/10.6084/m9.figshare.25039721 | link |
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| kankova_2026_conception_cdis | C-DIS picture-rating task: 20 disgust-salient and 20 matched control pictures (c-dis |
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| kankova_2026_conception_dsr | Disgust Scale-Revised, 25 items (dsr1_R..dsr27), 0-4, at wave 1 (before conception), 2 and 3 (early pregnancy visits); N = 131 Czech women; cov_group, cov_education, cov_parity, cov_conception, cov_age/cov_bmi per wave. (CC BY 4.0) Kaňková, Š., & Ullmann, J. (2026). Disgust sensitivity before and after conception [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32957309 | link |
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| kankova_2026_conception_stai6 | STAI-6 (stai_1_R..stai_6), 1-4, at wave 1-3 (before conception, two early-pregnancy visits); N = 131 Czech women; same covariates as kankova_2026_conception_dsr. (CC BY 4.0) Kaňková, Š., & Ullmann, J. (2026). Disgust sensitivity before and after conception [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32957309 | link |
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| kankova_2026_conception_tdds | Three Domain Disgust Scale, 21 items (tdds_1-21), 0-6, at wave 1-3 (before conception, two early-pregnancy visits); N = 131 Czech women; same covariates as kankova_2026_conception_dsr. (CC BY 4.0) Kaňková, Š., & Ullmann, J. (2026). Disgust sensitivity before and after conception [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32957309 | link |
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| kantorowicz_2025_copyright_uk_pros conjoint · source = "conj" |
UK creative-sector professional respondents (Dynata; n=268) imagined selling rights in a landscape photo to a guidebook publisher and made 6 forced choices between two contracts varying price (25/50 GBP) and four yes/no rights transfers (attribution, issuing copies, reproduction, derivative works). (CC0 1.0) Kantorowicz, J., Kantorowicz-Reznichenko, E., & Nahmias, Y. (2025). The price of creativity: A conjoint experiment in copyrights. Journal of Public Policy, 45(2), 245-269. | link |
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| kantorowicz_2025_copyright_uk_public conjoint · source = "conj" |
UK general-population respondents (Dynata; n=718) imagined selling rights in a landscape photo to a guidebook publisher and made 6 forced choices between two contracts varying price (25/50 GBP) and four yes/no rights transfers (attribution, issuing copies, reproduction, derivative works). (CC0 1.0) Kantorowicz, J., Kantorowicz-Reznichenko, E., & Nahmias, Y. (2025). The price of creativity: A conjoint experiment in copyrights. Journal of Public Policy, 45(2), 245-269. | link |
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| kantorowicz_2025_copyright_us_pros conjoint · source = "conj" |
US creative-sector professional respondents (Dynata; n=278) imagined selling rights in a landscape photo to a guidebook publisher and made 6 forced choices between two contracts varying price (25/50 USD) and four yes/no rights transfers (attribution, issuing copies, reproduction, derivative works). (CC0 1.0) Kantorowicz, J., Kantorowicz-Reznichenko, E., & Nahmias, Y. (2025). The price of creativity: A conjoint experiment in copyrights. Journal of Public Policy, 45(2), 245-269. | link |
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| kantorowicz_2026_rights_computers conjoint · source = "conj" |
US adults chose between two laptop computers in up to 6 paired tasks, the products varying brand, price, processor, storage and RAM and four contract terms (warranty, conflict resolution, liability, privacy). 2,238 respondents; forced choice. The same respondents did the companion experiment kantorowicz_2026_rights_laundry. (CC0 1.0) Kantorowicz-Reznichenko, E., van Heusden, A., & Kantorowicz, J. (2026). Consumers' rights in the shadow of the brand: A conjoint experiment on the valuation and trade-offs of contractual rights. Journal of Law & Empirical Analysis, 3(1), 105-126. | link |
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| kantorowicz_2026_rights_laundry conjoint · source = "conj" |
US adults chose between two laundry machines in up to 6 paired tasks, the products varying brand, price, depth, noise and load capacity and four contract terms (warranty, conflict resolution, liability, privacy). 2,239 respondents; forced choice. The same respondents did the companion experiment kantorowicz_2026_rights_computers. (CC0 1.0) Kantorowicz-Reznichenko, E., van Heusden, A., & Kantorowicz, J. (2026). Consumers' rights in the shadow of the brand: A conjoint experiment on the valuation and trade-offs of contractual rights. Journal of Law & Empirical Analysis, 3(1), 105-126. | link |
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| kanwal_2024_csr | Perceived corporate social responsibility, 26 items (towards employees, community, environment, customers), 1 (strong disagreement) to 5 (strong agreement). Senior and middle managers of medium/large manufacturing firms in Lahore, Pakistan (English administration). N=345. (CC BY 4.0) Kanwal S, Al Mamun A, Wu M, Bhatti SM, Ali MH (2024). Corporate social responsibility: A driver for green organizational climate and workplace pro-environmental behavior. Heliyon, 10(19), e38987. https://doi.org/10.1016/j.heliyon.2024.e38987 | link |
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| kanwal_2024_goc | Green organizational climate, 9 items, 1-5 agreement. Senior and middle managers of medium/large manufacturing firms in Lahore, Pakistan (English administration). N=345. (CC BY 4.0) Kanwal S, Al Mamun A, Wu M, Bhatti SM, Ali MH (2024). Corporate social responsibility: A driver for green organizational climate and workplace pro-environmental behavior. Heliyon, 10(19), e38987. https://doi.org/10.1016/j.heliyon.2024.e38987 | link |
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| kanwal_2024_gsv | Green shared vision, 4 items, 1-5 agreement. Senior and middle managers of medium/large manufacturing firms in Lahore, Pakistan (English administration). N=345. (CC BY 4.0) Kanwal S, Al Mamun A, Wu M, Bhatti SM, Ali MH (2024). Corporate social responsibility: A driver for green organizational climate and workplace pro-environmental behavior. Heliyon, 10(19), e38987. https://doi.org/10.1016/j.heliyon.2024.e38987 | link |
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| kanwal_2024_wpeb | Workplace pro-environmental behavior, 6 items, 1-5 agreement. Senior and middle managers of medium/large manufacturing firms in Lahore, Pakistan (English administration). N=345. (CC BY 4.0) Kanwal S, Al Mamun A, Wu M, Bhatti SM, Ali MH (2024). Corporate social responsibility: A driver for green organizational climate and workplace pro-environmental behavior. Heliyon, 10(19), e38987. https://doi.org/10.1016/j.heliyon.2024.e38987 | link |
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| kao_2021_covid_compliance conjoint · source = "conj" |
Malawian phone-survey respondents (May 2020) heard one vignette in which Covid-19 prevalence in their area, the authority asking (district hospital head or Traditional Authority) and the requested action (handwashing, no gatherings over 50, stay home) were randomized, then said whether they would comply and judged others' compliance, the authority's right to ask, risk reduction and monitoring. 3,125 respondents (religious-leader arm excluded). (CC0 1.0) Kao, K., Lust, E., Dulani, B., Ferree, K. E., Harris, A. S., & Metheney, E. (2021). The ABCs of Covid-19 prevention in Malawi: Authority, benefits, and costs of compliance. World Development, 137, 105167. | link |
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| kao_2023_committee_gender conjoint · source = "conj" |
Phone-survey audio vignette in Jordan, Morocco and Tunisia (n = 4,501; 2021-2022): each respondent heard one radio excerpt about a legislative committee that was all-male or gender-balanced and that supported or rejected a proposal to increase penalties for domestic violence (2 x 2, between-subject); outcomes are 1-4 ratings of the decision, trust, process fairness and public acceptance. (CC0 1.0) Kao, K., Lust, E., Shalaby, M., & Weiss, C. M. (2024). Female representation and legitimacy: Evidence from a harmonized experiment in Jordan, Morocco, and Tunisia. American Political Science Review, 118(1), 495-503. | link |
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| kao_2024_tax_reform conjoint · source = "conj" |
Online respondents in China (SSI, fall 2017; 1,047 business elites and nonelites, 532 in the authors' screened sample) chose between six pairs of tax-reform proposals varying tax type, tax rate, the government services funded and the institutional political influence granted. (CC0 1.0) Kao, J. C., Lü, X., & Queralt, D. (2024). Do gains in political representation sweeten tax reform in China? It depends on who you ask. Political Science Research and Methods, 12(1), 146-165. | link |
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| kao_2025_new_residents conjoint · source = "conj" |
Taiwanese adults (n=2,075) compared 5 pairs of hypothetical immigrant (New Resident) profiles varying country of origin, ethnicity, occupation/visa status and Mandarin proficiency, choosing one per pair on three questions: admission, national health insurance, and mother-tongue instruction. (CC0 1.0) Kao, J. C., & Liu, A. H. (2025). Racial identities, linguistic proficiency, and public attitudes towards immigrants: Evidence from two surveys in Taiwan. Political Research Quarterly, 78(2), 701-719. | link |
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| kar_2022_ghq12 | General Health Questionnaire (GHQ-12), items 1-11 (item 12 dropped as unreversed). 1,260 women of reproductive age in rural Odisha, India. Covariate: district. (CC0 1.0) Kar, Sonali (2022). Mental health status of Women in Reproductive age group and its determinants in Rural Odisha, India using GHQ 12 questionnaire [dataset]. Harvard Dataverse. | link |
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| karahan_kaplan_2024_mindfulness | A 12-item mindfulness scale covering attention, awareness, present focus and acceptance, resp 1-6. The instrument is NOT named by the article; the facet structure and item count match the CAMS-R (Feldman et al. 2007), but no register row was written on a resemblance. 429 Turkish healthcare workers. Every item's full Turkish stem is the column header, but no item text ships -- the UWES is registered block and the mindfulness instrument is not confirmed by the article. resp is 1-6: all 34 Likert columns hold exactly 1-6 while the article describes 5-point measures, and the file is what was administered. The deposit's 13 emotional-demands and exhaustion items do NOT ship: the article splits those two instruments 7 and 6, the file's block order is not the article's presentation order, and the content does not settle the boundary, so any split would halve one instrument or merge two. (CC BY 4.0) Karahan Kaplan, M., Bozkurt, G., Aksu, B. C., Bozkurt, S., Gunsel, A., & Gencer Celik, G. (2024). Do emotional demands and exhaustion affect work engagement? The mediating role of mindfulness. Frontiers in Psychology, 15, 1432328. https://doi.org/10.3389/fpsyg.2024.1432328 | link |
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| karahan_kaplan_2024_uwes9 | The 9-item Utrecht Work Engagement Scale (UWES-9), resp 1-6. The block is the UWES-9 item for item and the article's count agrees at 9. 429 Turkish healthcare workers. Every item's full Turkish stem is the column header, but no item text ships -- the UWES is registered block and the mindfulness instrument is not confirmed by the article. resp is 1-6: all 34 Likert columns hold exactly 1-6 while the article describes 5-point measures, and the file is what was administered. The deposit's 13 emotional-demands and exhaustion items do NOT ship: the article splits those two instruments 7 and 6, the file's block order is not the article's presentation order, and the content does not settle the boundary, so any split would halve one instrument or merge two. (CC BY 4.0) Karahan Kaplan, M., Bozkurt, G., Aksu, B. C., Bozkurt, S., Gunsel, A., & Gencer Celik, G. (2024). Do emotional demands and exhaustion affect work engagement? The mediating role of mindfulness. Frontiers in Psychology, 15, 1432328. https://doi.org/10.3389/fpsyg.2024.1432328 | link |
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| karajko2025_ai_benefit | Perceived AI benefit across 10 sectors (healthcare, insurance, agriculture, finance, military, law enforcement, environment, transport, manufacturing, HR); N=386 adults in Bosnia and Herzegovina; 1-5 Likert (CC0 1.0) Karajko, A., Slabić, E., & Krivić, S. (2025). Artificial Intelligence in Bosnia and Herzegovina: A Study on Awareness, Attitude, and Trust [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/IREEJJ | link |
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| karajko2025_ai_governance | Support for AI governance mechanisms (6 items: national law, voluntary certification, independent oversight, self-regulation, transparency, diverse design teams); N=386; 1-5 Likert (CC0 1.0) Karajko, A., Slabić, E., & Krivić, S. (2025). Artificial Intelligence in Bosnia and Herzegovina: A Study on Awareness, Attitude, and Trust [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/IREEJJ | link |
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| karajko2025_ai_risk | Perceived AI risk across 10 sectors; N=386 adults in Bosnia and Herzegovina; 1-5 Likert (CC0 1.0) Karajko, A., Slabić, E., & Krivić, S. (2025). Artificial Intelligence in Bosnia and Herzegovina: A Study on Awareness, Attitude, and Trust [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/IREEJJ | link |
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| karajko2025_ai_trust | Trust in institutions to govern AI (6 items: national government, EU, universities, consumer associations, tech companies, social media companies); N=386; 1-5 Likert (CC0 1.0) Karajko, A., Slabić, E., & Krivić, S. (2025). Artificial Intelligence in Bosnia and Herzegovina: A Study on Awareness, Attitude, and Trust [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/IREEJJ | link |
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| karas_2022_cetscale_en | Consumer Ethnocentric Tendencies Scale (CETSCALE), 17 items on a 1-7 agreement scale in its British adaptation, administered to 724 UK respondents after each read one of three randomised press articles about consumer patriotism (treat 1-3). The item codes are not comparable with the companion Polish table: the two files place different CETSCALE statements at the same code. (CC BY 4.0) Karas, D. (2022). Identification of the development of consumer ethnocentrism during a pandemic [Dataset]. Zenodo. | link |
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| karas_2022_cetscale_pl | Consumer Ethnocentric Tendencies Scale (CETSCALE), 17 items on a 1-7 agreement scale in its Polish adaptation, administered to 1,083 Polish respondents after each read one of three randomised press articles about consumer patriotism (treat 1-3). (CC BY 4.0) Karas, D. (2022). Identification of the development of consumer ethnocentrism during a pandemic [Dataset]. Zenodo. | link |
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| karawekpanyawong_2021_chalder | Chalder Fatigue Scale (Likert scoring), 11 items, 0-3. 200 Thai women with cervical cancer, gynecologic oncology clinic, Northern Thailand, 2018-2019. Covariates: age, education, cancer stage. (CC0 1.0) Karawekpanyawong N, Kaewkitikul K, Maneeton B, Maneeton N, Siriaree S (2021) The prevalence of depressive disorder and its association in Thai cervical cancer patients. PLoS ONE 16(6): e0252779. https://doi.org/10.1371/journal.pone.0252779 | link |
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| karawekpanyawong_2021_phq9 | PHQ-9 (Thai), 9 items, 0-3. 200 Thai women with cervical cancer, gynecologic oncology clinic, Northern Thailand, 2018-2019. Covariates: age, education, cancer stage. (CC0 1.0) Karawekpanyawong N, Kaewkitikul K, Maneeton B, Maneeton N, Siriaree S (2021) The prevalence of depressive disorder and its association in Thai cervical cancer patients. PLoS ONE 16(6): e0252779. https://doi.org/10.1371/journal.pone.0252779 | link |
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| karawekpanyawong_2021_qlq_c30 | EORTC QLQ-C30, 30 items (1-4; global health and quality of life 1-7). 200 Thai women with cervical cancer, gynecologic oncology clinic, Northern Thailand, 2018-2019. Covariates: age, education, cancer stage. (CC0 1.0) Karawekpanyawong N, Kaewkitikul K, Maneeton B, Maneeton N, Siriaree S (2021) The prevalence of depressive disorder and its association in Thai cervical cancer patients. PLoS ONE 16(6): e0252779. https://doi.org/10.1371/journal.pone.0252779 | link |
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| karawekpanyawong_2021_qlq_cx24 | EORTC QLQ-CX24 cervical cancer module, 24 items, 1-4; sexual items not applicable to sexually inactive patients are missing. 200 Thai women with cervical cancer, gynecologic oncology clinic, Northern Thailand, 2018-2019. Covariates: age, education, cancer stage. (CC0 1.0) Karawekpanyawong N, Kaewkitikul K, Maneeton B, Maneeton N, Siriaree S (2021) The prevalence of depressive disorder and its association in Thai cervical cancer patients. PLoS ONE 16(6): e0252779. https://doi.org/10.1371/journal.pone.0252779 | link |
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| karim2022_tmoca_mci | Cross-sectional T-MoCA raw subscale scores for 233 Tamil-speaking older adults at one timepoint. (CC BY 4.0) Karim, Mani A., and J Venkatachalam. “Construct Validity and Psychometric Properties of the Tamil (india) Version of T-moca.” OSF, 27 Oct. 2022. Web. | link |
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| karim2022_tmoca_subscales_longitudinal | Binary MCI screening (CC BY 4.0) Karim, Mani A., and J Venkatachalam. “Construct Validity and Psychometric Properties of the Tamil (india) Version of T-moca.” OSF, 27 Oct. 2022. Web. | link |
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| karim2022_tmoca_subscales_single | Longitudinal T-MoCA subscale data (CC BY 4.0) Karim, Mani A., and J Venkatachalam. “Construct Validity and Psychometric Properties of the Tamil (india) Version of T-moca.” OSF, 27 Oct. 2022. Web. | link |
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| karim_2022_phq9 | Patient Health Questionnaire (PHQ-9), 9 items, 0-3. 1,032 frontline health workers in Bangladesh during the COVID-19 pandemic. Covariates: age, sex, profession. (CC0 1.0) Karim, Md Rizwanul (2022). Effect of perceived risk, challenges & coping on anxiety and depression among frontline health workers during COVID-19 pandemic in Bangladesh [dataset]. Harvard Dataverse. | link |
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| karim_2026_mhl | Mental Health Literacy questionnaire (MHLq), 16 agreement items (knowledge, beliefs/stereotypes, help-seeking, self-help), 1 strongly disagree - 5 strongly agree; N = 650 adult attendants of hospital patients in Bangladesh; cov_age, cov_gender, cov_marital_status, cov_religion, cov_occupation, cov_education, cov_residence, cov_family_mental_illness. (CC BY 4.0) Karim, M. R. (2026). Mental health Literacy Data. figshare. https://doi.org/10.6084/m9.figshare.34001664 | link |
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| karinen_2019_immigrant_attitudes | Attitudes toward a described immigrant (Ngolo), 6 items (Imm1_R..Imm6), 1-7, in a 2x2 contact x assimilation vignette experiment (cov_contact, cov_assimilation); N = 1,254 US online adults. (CC BY 4.0) Karinen, A. K., Molho, C., Kupfer, T. R., & Tybur, J. M. (2019). Disgust sensitivity and opposition to immigration: Does contact avoidance or resistance to foreign norms explain the relationship? Journal of Experimental Social Psychology, 84, 103817. https://doi.org/10.1016/j.jesp.2019.103817 | link |
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| karinen_2019_sdo7 | Social Dominance Orientation scale (SDO7), 16 items (SDO1..SDO16_R; reversed items stored reversed), 1-7; N = 1,218 US online adults; same covariates as karinen_2019_tdds_pathogen. (CC BY 4.0) Karinen, A. K., Molho, C., Kupfer, T. R., & Tybur, J. M. (2019). Disgust sensitivity and opposition to immigration: Does contact avoidance or resistance to foreign norms explain the relationship? Journal of Experimental Social Psychology, 84, 103817. https://doi.org/10.1016/j.jesp.2019.103817 | link |
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| karinen_2019_tdds_pathogen | Three Domain Disgust Scale, pathogen subscale, 7 items (TDDS1-7), 0-6; N = 1,218 US online adults; demographics, vignette conditions and the authors' exclusion flag as covariates. (CC BY 4.0) Karinen, A. K., Molho, C., Kupfer, T. R., & Tybur, J. M. (2019). Disgust sensitivity and opposition to immigration: Does contact avoidance or resistance to foreign norms explain the relationship? Journal of Experimental Social Psychology, 84, 103817. https://doi.org/10.1016/j.jesp.2019.103817 | link |
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| karinen_2019_traditionalism | Traditionalism, 6 items (ASC1_R..ASC6), 1-7; N = 1,218 US online adults; same covariates as karinen_2019_tdds_pathogen. (CC BY 4.0) Karinen, A. K., Molho, C., Kupfer, T. R., & Tybur, J. M. (2019). Disgust sensitivity and opposition to immigration: Does contact avoidance or resistance to foreign norms explain the relationship? Journal of Experimental Social Psychology, 84, 103817. https://doi.org/10.1016/j.jesp.2019.103817 | link |
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| karlosheva_2016_offshore_wind_mpa conjoint · source = "conj" |
Choice experiment: 800 Estonian respondents chose in 12 choice sets between the status quo and two alternatives that put nothing, a marine protected area, a wind farm or an 'eco' wind farm on each of two shoals (Apollo Shoal, Western Shoals), at an annual cost. (CC BY-NC 3.0) Karlõševa, A., Nõmmann, S., Nõmmann, T., Urbel-Piirsalu, E., Budziński, W., Czajkowski, M., & Hanley, N. (2016). Marine trade-offs: Comparing the benefits of off-shore wind farms and marine protected areas. Energy Economics, 55, 127-134. | link |
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| karlsson_2023_climate_risk | Climate-change risk perception, six items rated on a 0-100 slider, measured twice by 1,001 US respondents -- before (wave 1) and after (wave 2) a mental- imagery manipulation. 12,012 responses. resp is a continuous per-item slider rating, not a composite; the deposit's Pre_RiskAverage/Post_RiskAverage columns are excluded. treat is 0 for the control arm (instinctive mental imagery) and 1 for the two active arms, with cov_condition keeping which arm (1 control, 2 enhanced imagery, 3 prevented imagery). (CC BY 4.0) Karlsson, H., Asutay, E., & Vastfjall, D. (2023). A causal link between mental imagery and affect-laden perception of climate change related risks. Scientific Reports, 13, 10163. https://doi.org/10.1038/s41598-023-37195-w | link |
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| karpowitz_2023_masculinity_2016 conjoint · source = "conj" |
Republican caucus attenders (n = 10,210) chose between a woman (Julie Baker) and a man (Steven Hall) candidate for state delegate after reading each one's self-description; the woman's self-presentation (5 types) and a gender-appeal sentence were randomized, with an equality-prime arm; outcomes are the vote and likeable/competent ratings. (CC0 1.0) Karpowitz, C. F., Monson, J. Q., Preece, J. R., & Aldridge, A. (2023). Selecting for masculinity: Women's under-representation in the Republican Party. American Political Science Review. | link |
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| karpowitz_2023_masculinity_2018 conjoint · source = "conj" |
Republican caucus attenders (n = 11,048) chose between a woman (Julie Baker) and a man (Steven Hall) candidate for state delegate after reading each one's self-description; each candidate's self-presentation (Masculine, Masculine+Parent, Feminine, Feminine+Parent) was independently randomized (4 x 4); outcomes are the vote and likeable/competent ratings. (CC0 1.0) Karpowitz, C. F., Monson, J. Q., Preece, J. R., & Aldridge, A. (2023). Selecting for masculinity: Women's under-representation in the Republican Party. American Political Science Review. | link |
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| karpudewan_2022_stp_cca | 29-item STEM Teaching Practices questionnaire, CCA validation sample (STP/KN/PD/PE constructs; 1-4, declared 5-point Likert), from a second, independent sample of Malaysian STEM teachers (CC BY 4.0) Karpudewan M, Krishnan P, Ali MN, Fah LY (2022) Designing instrument to measure STEM teaching practices of Malaysian teachers. PLoS ONE. | link |
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| karpudewan_2022_stp_efa | 33-item STEM Teaching Practices questionnaire, EFA sample (STP/KN/CH/PSE constructs; 1-4, declared 5-point Likert), from Malaysian STEM teachers (CC BY 4.0) Karpudewan M, Krishnan P, Ali MN, Fah LY (2022) Designing instrument to measure STEM teaching practices of Malaysian teachers. PLoS ONE. | link |
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| karsen_2025_mooc_motivation | MOOC motivation questionnaire, 61 items in eleven prefix blocks (SE, SJ, SD, SI, MC, GA, GS, CC, IM, EM, MCO), 1-5; N = 396 Indonesian MOOC participants. (CC BY 4.0) Karsen, M. (2025). MOOC Motivation [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17023586 | link |
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| kasali_2024_anatomy_attitude | Anatomy Attitude Scale, 14 items, 1-5, first administration of a validity and reliability study in 292 Turkish dental students. The file's three factor groupings are Item2/3/5/6/12/13/14 (value of anatomy), Item1/4/7/8 (hating anatomy) and Item9/10/11 (allocating time to anatomy); the retest totals in the source have no item-level data. (CC BY 4.0) Kasali, K. (2024). Validity and Reliability Study of Anatomy Attitude Scale in Dental Students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14244844 | link |
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| kasali_2025_atole_dental | Attitudes towards online learning scale adapted for dental students, Turkish, 22 items (11 attitudes towards online dental education, 11 attitudes towards online learning), 1 strongly disagree .. 5 strongly agree. 181 dental students, Atatürk University, Turkey, 2024. Covariates: gender, year of study. (CC BY 4.0) Kaşali K, Özkal Eminoğlu D, Demirer Üstündağ Ş (2025). Validity and reliability study of the dental students of attitudes towards online learning scale. BMC Medical Education 25:1704. | link |
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| kasneci_2022_cft | CFT 20-R culture-fair fluid intelligence test, 54 tasks scored 0/1 (series, classifications, two matrices subtests); tasks not reached in the time limit are missing. 315 adults aged 18-30 in Tuebingen (TueEyeQ eye-tracking study). Covariates: age, field of study. (CC0 1.0) Kasneci E, Kasneci G, Trautwein U, Appel T, Tibus M, Jaeggi SM, Gerjets P (2022) Do your eye movements reveal your performance on an IQ test? A study linking eye movements and socio-demographic information to fluid intelligence. PLoS ONE 17(3): e0264316. https://doi.org/10.1371/journal.pone.0264316 | link |
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| kasparek_2025_audit | Alcohol Use Disorders Identification Test (AUDIT), 10 items, scored as in the source (audit_1 0/1/2/3/5, audit_2-8 0-4, audit_9-10 0/2/4); 455 US young adults aged 18-25 (Prolific); cov_gender, cov_race, cov_parent_education, cov_age, cov_sex, cov_n_violence_types, cov_perpetrator_group. (CC BY-NC-SA 4.0) Kasparek, S., Cikara, M., Hatzenbuehler, M., & McLaughlin, K. (2025). Childhood violence exposure and social information processing in young adults: Does relationship with the perpetrator matter? Data: Harvard Dataverse, https://doi.org/10.7910/DVN/CCMJTJ | link |
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| kasparek_2025_bhs | Brief Hypervigilance Scale, 5 items, 0-4; 455 US young adults aged 18-25 (Prolific); cov_gender, cov_race, cov_parent_education, cov_age, cov_sex, cov_n_violence_types, cov_perpetrator_group. (CC BY-NC-SA 4.0) Kasparek, S., Cikara, M., Hatzenbuehler, M., & McLaughlin, K. (2025). Childhood violence exposure and social information processing in young adults: Does relationship with the perpetrator matter? Data: Harvard Dataverse, https://doi.org/10.7910/DVN/CCMJTJ | link |
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| kasparek_2025_bpaq | Buss-Perry Aggression Questionnaire, 29 items, 1-5; 455 US young adults aged 18-25 (Prolific); cov_gender, cov_race, cov_parent_education, cov_age, cov_sex, cov_n_violence_types, cov_perpetrator_group. (CC BY-NC-SA 4.0) Kasparek, S., Cikara, M., Hatzenbuehler, M., & McLaughlin, K. (2025). Childhood violence exposure and social information processing in young adults: Does relationship with the perpetrator matter? Data: Harvard Dataverse, https://doi.org/10.7910/DVN/CCMJTJ | link |
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| kasparek_2025_gad7 | GAD-7, past-month timeframe, 0-3; 455 US young adults aged 18-25 (Prolific); cov_gender, cov_race, cov_parent_education, cov_age, cov_sex, cov_n_violence_types, cov_perpetrator_group. (CC BY-NC-SA 4.0) Kasparek, S., Cikara, M., Hatzenbuehler, M., & McLaughlin, K. (2025). Childhood violence exposure and social information processing in young adults: Does relationship with the perpetrator matter? Data: Harvard Dataverse, https://doi.org/10.7910/DVN/CCMJTJ | link |
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| kasparek_2025_jvq | Juvenile Victimization Questionnaire screener: 10 childhood violence-exposure types, endorsed (1) or not (0); 455 US young adults aged 18-25 (Prolific); cov_gender, cov_race, cov_parent_education, cov_age, cov_sex, cov_n_violence_types, cov_perpetrator_group. (CC BY-NC-SA 4.0) Kasparek, S., Cikara, M., Hatzenbuehler, M., & McLaughlin, K. (2025). Childhood violence exposure and social information processing in young adults: Does relationship with the perpetrator matter? Data: Harvard Dataverse, https://doi.org/10.7910/DVN/CCMJTJ | link |
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| kasparek_2025_phq8 | PHQ-9 items 1-8 (item 9 not administered), past-month timeframe, 0-3; 455 US young adults aged 18-25 (Prolific); cov_gender, cov_race, cov_parent_education, cov_age, cov_sex, cov_n_violence_types, cov_perpetrator_group. (CC BY-NC-SA 4.0) Kasparek, S., Cikara, M., Hatzenbuehler, M., & McLaughlin, K. (2025). Childhood violence exposure and social information processing in young adults: Does relationship with the perpetrator matter? Data: Harvard Dataverse, https://doi.org/10.7910/DVN/CCMJTJ | link |
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| kassas_2021_covid_exposure | Perceived likelihood of COVID-19 exposure in 14 settings (grocery store .. school), 1 extremely unlikely - 5 extremely likely; N = 970 US adults (spring 2020); cov_age_group, cov_education, cov_political_affiliation, cov_household_income, cov_essential_worker, cov_male, cov_state, cov_risk_preference. (CC0 1.0) Kassas, B., Morgan, S. N., Lai, J., & Kropp, J. D. (2021). Perception versus preference: The role of self-assessed risk measures on individual mitigation behaviors during the COVID-19 pandemic. PLOS ONE. Data: Harvard Dataverse, V1. https://doi.org/10.7910/DVN/VR7OND | link |
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| kassas_2021_covid_mitigation | Household COVID-19 mitigation behaviours, 7 yes/no items (social distancing, reduced travel, hand washing, mask, gloves, delivery, cleaning); N = 970 US adults; same covariates as kassas_2021_covid_exposure. (CC0 1.0) Kassas, B., Morgan, S. N., Lai, J., & Kropp, J. D. (2021). Perception versus preference: The role of self-assessed risk measures on individual mitigation behaviors during the COVID-19 pandemic. PLOS ONE. Data: Harvard Dataverse, V1. https://doi.org/10.7910/DVN/VR7OND | link |
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| kato_2025_candidates_jan22 conjoint · source = "conj" |
Paired conjoint in which 1,784 Japanese adults (Rakuten Insight, January 2022) compared hypothetical House of Representatives candidates varying in gender, party, age, experience, education, marital status, children and residence; three tasks asked which candidate is more desirable and three which is more likely to win. Outcomes: choice (preference), choice_expect (expectation). (CC0 1.0) Kato, G., Lu, F., & Endo, M. (2025). The preference-expectation gap in support for female candidates: Evidence from Japan. Public Opinion Quarterly, 89(1), 217-228. | link |
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| kato_2025_candidates_mar22 conjoint · source = "conj" |
Paired conjoint in which 2,404 Japanese adults (Rakuten Insight, March 2022) compared hypothetical candidates for the House of Representatives or (random half) a municipal council, varying in gender, party, age, experience, education, family, birthplace, residence and policy focus; four tasks asked which is more desirable and four which is more likely to be elected. Outcomes: choice, choice_expect. (CC0 1.0) Kato, G., Lu, F., & Endo, M. (2025). The preference-expectation gap in support for female candidates: Evidence from Japan. Public Opinion Quarterly, 89(1), 217-228. | link |
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| kawakami_2020_dass21 | DASS-21, Vietnamese version, 21 items, 0-3. 949 nurses at a general hospital in Hanoi, Vietnam, 2018. Covariates: birth year, sex, marital status, education. (CC BY 4.0) Kawakami N, Tran TTT, Watanabe K, Imamura K, Nguyen HT, Sasaki N, et al. (2020) Internal consistency reliability, construct validity, and item response characteristics of the Kessler 6 scale among hospital nurses in Vietnam. PLoS ONE 15(5): e0233119. https://doi.org/10.1371/journal.pone.0233119 | link |
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| kawakami_2020_k6 | Kessler 6, Vietnamese version, 6 items, 0 none to 4 all of the time. 949 nurses at a general hospital in Hanoi, Vietnam, 2018. Covariates: birth year, sex, marital status, education. (CC BY 4.0) Kawakami N, Tran TTT, Watanabe K, Imamura K, Nguyen HT, Sasaki N, et al. (2020) Internal consistency reliability, construct validity, and item response characteristics of the Kessler 6 scale among hospital nurses in Vietnam. PLoS ONE 15(5): e0233119. https://doi.org/10.1371/journal.pone.0233119 | link |
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| kawakami_2026_visa_england conjoint · source = "conj" |
English adults (YouGov, June 2023) saw 8 single hypothetical work-visa applicants varying age, gender, job (8 occupations crossing skill and labour demand), country of origin (India, Australia, Poland, Nigeria) and long/short-term visa, and said whether each should receive a work visa. 643 respondents; yes/no choice. (CC BY 4.0) Kawakami, R., Scotto, T. J., Dorussen, H., Pickering, S., Reifler, J., Sunahara, Y., Tago, A., & Yen, D. (2026). Who gets in? A conjoint analysis of labour market demand and immigration preferences in England and Japan. Journal of Ethnic and Migration Studies, 52(1), 65-84. | link |
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| kawakami_2026_visa_japan conjoint · source = "conj" |
Japanese adults (Rakuten Insight, June 2023) saw 4 single hypothetical work-visa applicants varying age, gender, job (8 occupations crossing skill and labour demand), country of origin (Peru, China, Korea, Vietnam) and long/short-term visa, and said whether each should receive a work visa. 1,498 respondents; yes/no choice. (CC BY 4.0) Kawakami, R., Scotto, T. J., Dorussen, H., Pickering, S., Reifler, J., Sunahara, Y., Tago, A., & Yen, D. (2026). Who gets in? A conjoint analysis of labour market demand and immigration preferences in England and Japan. Journal of Ethnic and Migration Studies, 52(1), 65-84. | link |
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| kay_2025_antonyms | Semantic Antonyms Data-Quality Probe (CC BY 4.0) Kay, C. S. (2025). Why you shouldn’t trust data collected on MTurk. Behavior Research Methods, 57(12), 340. | link |
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| kayir_2026_ai_use | Frequency of using AI for eight teaching tasks (exams, homework, lesson design, reports, writing; 1 = never to 5 = always), 392 Turkish teachers. (CC0 1.0) Kayır, G. (2026). Validation of the Turkish AI Specific Teacher Attitude Questionnaire with measurement invariance across gender and teaching level [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/KRWI6E | link |
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| kayir_2026_aistaq | Turkish AI-Specific Teacher Attitude Questionnaire (AI-STAQ, 8 items: perceived importance of and interest in teaching AI) completed by 392 Turkish teachers. (CC0 1.0) Kayır, G. (2026). Validation of the Turkish AI Specific Teacher Attitude Questionnaire with measurement invariance across gender and teaching level [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/KRWI6E | link |
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| kayir_2026_innovativeness | Innovativeness Scale (5 items) completed by 392 Turkish teachers. (CC0 1.0) Kayır, G. (2026). Validation of the Turkish AI Specific Teacher Attitude Questionnaire with measurement invariance across gender and teaching level [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/KRWI6E | link |
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| kayir_2026_tampst | Technology Acceptance Measure for Pre-service Teachers (TAMPST, 7 items) completed by 392 Turkish in-service teachers. (CC0 1.0) Kayır, G. (2026). Validation of the Turkish AI Specific Teacher Attitude Questionnaire with measurement invariance across gender and teaching level [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/KRWI6E | link |
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| kayir_2026_tipi | Ten-Item Personality Inventory (TIPI, 10 items, administered 1-5) completed by 392 Turkish teachers. (CC0 1.0) Kayır, G. (2026). Validation of the Turkish AI Specific Teacher Attitude Questionnaire with measurement invariance across gender and teaching level [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/KRWI6E | link |
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| kazarovytska_2026_ingroup_event_attrib | Ingroup Attribution (Morality, Agency, Responsibility) (CC BY 4.0) Kazarovytska, F., Árnadóttir, K., D'Ottone, S., Halabi, S., Clarke, E., Sharma, S., Heidrich, V., & Imhoff, R. (2026). Do people across the world want to remember positive ingroup histories?Journal of Personality and Social Psychology, 131(1), 99–122. | link |
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| kazarovytska_2026_ingroup_event_attribution | Ingroup Attribution (Morality, Agency, Responsibility) (CC BY 4.0) Kazarovytska, F., Árnadóttir, K., D'Ottone, S., Halabi, S., Clarke, E., Sharma, S., Heidrich, V., & Imhoff, R. (2026). Do people across the world want to remember positive ingroup histories?Journal of Personality and Social Psychology, 131(1), 99–122. | link |
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| kazarovytska_2026_ingroup_event_presence | Presence in Public Sphere (CC BY 4.0) Kazarovytska, F., Árnadóttir, K., D'Ottone, S., Halabi, S., Clarke, E., Sharma, S., Heidrich, V., & Imhoff, R. (2026). Do people across the world want to remember positive ingroup histories?Journal of Personality and Social Psychology, 131(1), 99–122. | link |
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| kazarovytska_2026_ingroup_event_prr | Personal Relevance of Remembrance (PRR) (CC BY 4.0) Kazarovytska, F., Árnadóttir, K., D'Ottone, S., Halabi, S., Clarke, E., Sharma, S., Heidrich, V., & Imhoff, R. (2026). Do people across the world want to remember positive ingroup histories?Journal of Personality and Social Psychology, 131(1), 99–122. | link |
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| kazarovytska_2026_ingroup_event_srr | Social Relevance of Remembrance (SRR) (CC BY 4.0) Kazarovytska, F., Árnadóttir, K., D'Ottone, S., Halabi, S., Clarke, E., Sharma, S., Heidrich, V., & Imhoff, R. (2026). Do people across the world want to remember positive ingroup histories?Journal of Personality and Social Psychology, 131(1), 99–122. | link |
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| kazarovytska_2026_ingroup_event_threat | Perceived Ingroup Threat (Symbolic + Realistic) (CC BY 4.0) Kazarovytska, F., Árnadóttir, K., D'Ottone, S., Halabi, S., Clarke, E., Sharma, S., Heidrich, V., & Imhoff, R. (2026). Do people across the world want to remember positive ingroup histories?Journal of Personality and Social Psychology, 131(1), 99–122. | link |
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| kazarovytska_2026_ingroup_event_valence | Event Valence (CC BY 4.0) Kazarovytska, F., Árnadóttir, K., D'Ottone, S., Halabi, S., Clarke, E., Sharma, S., Heidrich, V., & Imhoff, R. (2026). Do people across the world want to remember positive ingroup histories?Journal of Personality and Social Psychology, 131(1), 99–122. | link |
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| kazarovytska_2026_ingroup_scales | Group-identity scales: National Identification, Collective Narcissism, Historical Continuity, PIVO (CC BY 4.0) Kazarovytska, F., Árnadóttir, K., D'Ottone, S., Halabi, S., Clarke, E., Sharma, S., Heidrich, V., & Imhoff, R. (2026). Do people across the world want to remember positive ingroup histories?Journal of Personality and Social Psychology, 131(1), 99–122. | link |
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| kellstedt_2017_civic_action | Twelve yes/no items on political and environmental actions taken (contacted an official, signed a petition, attended a meeting, donated, volunteered), 0/1; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_climate_effects | Six items on expected climate-change effects on the respondent (health, finances, immediate family) and the state (public health, economy, environment), 1-4; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_competence | Perceived competence of ten institutions on climate change (EPA, NOAA, IPCC, auto industry, USGS, university scientists, local/state/federal officials, non-profits, environmental groups), 0 not at all - 10 completely competent; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_concern_future | Concern about the same 13 national issues in the future, 0-10; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_concern_now | Concern now about 13 national issues (social security, GMOs, health care, globalization, energy, global warming, the economy, environment, education, poverty, government debt, terrorism, pollution), 0 completely unconcerned - 10 extremely concerned; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_eco_behavior | Nine pro-environmental behaviour frequency items (car pool, walk/bike, public transport, insulate home, low-emission vehicle, lights off, plant trees, thermostat, recycle), 1 never - 4 always; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_gwcc_attitudes | Eight agreement items about global warming and climate change (concern, salience, personal influence, human responsibility), 1 strongly disagree - 4 strongly agree; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_info_source_trust | Trust in 15 information sources on these issues, 0 not trustworthy at all - 10 extremely trustworthy; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_info_source_use | Use of 14 information sources on these issues (newspapers, TV, radio, internet, scientific research, government agencies, interest groups, personal experience...), 0 never - 10 very often; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_informed | How informed the respondent feels about the same 13 national issues, 0 not at all - 10 very well informed; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_nep | Sixteen New Ecological Paradigm / dominant-paradigm agreement items (q20-q35), 1 strongly disagree - 4 strongly agree; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_policy_support | Support for 13 climate policies (market mechanisms, industry/personal taxes, public education, Kyoto, efficiency mandates, renewables, agriculture, coasts, fuel-efficient autos, gas price), 1 strongly oppose - 4 strongly support; q93_v1/q93_v2 are a split-ballot pair each answered by half the sample; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kellstedt_2017_science_quiz | Ten true/false science and climate knowledge statements (electrons, oxygen, the sun, evolution, greenhouse gases, biodiversity, forests, aerosols, water vapour), scored 1 correct / 0 wrong; 2004 US national telephone survey, N = 1,093 adults; cov_gender, cov_age, cov_education, cov_ideology, cov_income. (CC0 1.0) Kellstedt, P. M., Ramirez, M. D., Vedlitz, A., & Zahran, S. (2019). Does political sophistication minimize value conflict? Evidence from a heteroskedastic graded IRT model of opinions toward climate change. British Journal of Political Science, 49(4), 1309-1332. Replication data: https://doi.org/10.7910/DVN/SRC9HN | link |
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| kembara_2026_civic_agency | Structural civic agency and wellbeing in higher education, 6 items on a 1-5 agreement scale, answered in Indonesian by 392 undergraduate and postgraduate students. Each item is one of the study's own six dimensions. Covariates are study level and programme. (CC BY 4.0) Kembara, M. D. (2026). Anonymised Survey Dataset: Student Perceptions of Wellbeing and Structural Civic Agency in Higher Education - Beyond Active Citizenship (CSE-26-0013) [Dataset]. figshare. | link |
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| kemp_2019_mss_disorganized | Disorganized schizotypy subscale, 4 samples, 2 waves (CC BY 4.0) Kemp, K. C., Gross, G. M., & Kwapil, T. R. (2020). Psychometric Properties of the Multidimensional Schizotypy Scale and Multidimensional Schizotypy Scale–Brief: Item and Scale Test–Retest Reliability and Concordance of Original and Brief Forms. Journal of Personality Assessment, 102(4), 508–515. https://doi.org/10.1080/00223891.2019.1591425 | link |
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| kemp_2019_mss_negative | Negative schizotypy subscale, 4 samples, 2 waves (CC BY 4.0) Kemp, K. C., Gross, G. M., & Kwapil, T. R. (2020). Psychometric Properties of the Multidimensional Schizotypy Scale and Multidimensional Schizotypy Scale–Brief: Item and Scale Test–Retest Reliability and Concordance of Original and Brief Forms. Journal of Personality Assessment, 102(4), 508–515. https://doi.org/10.1080/00223891.2019.1591425 | link |
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| kemp_2019_mss_positive | Positive schizotypy subscale, 4 samples, 2 waves (CC BY 4.0) Kemp, K. C., Gross, G. M., & Kwapil, T. R. (2020). Psychometric Properties of the Multidimensional Schizotypy Scale and Multidimensional Schizotypy Scale–Brief: Item and Scale Test–Retest Reliability and Concordance of Original and Brief Forms. Journal of Personality Assessment, 102(4), 508–515. https://doi.org/10.1080/00223891.2019.1591425 | link |
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| kendall_2018_adulteration_risks | Target-crossed battery from a bespoke food-integrity consumer survey: perceived seriousness of twelve potential risks posed by adulterated food and drink products. 12 items on a 5-point agree/disagree scale, face-to-face interviews with 850 urban Chinese consumers. No missing cells and no sentinel codes in the source. (CC BY 4.0) Kendall H, Naughton P, Kuznesof S, Raley M, Dean M, Clark B, et al. (2018). Food fraud and the perceived integrity of European food imports into China. PLOS ONE 13(5): e0195817. | link |
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| kendall_2018_authenticity_benefits | Target-crossed battery from a bespoke food-integrity consumer survey: perceived importance of fourteen potential benefits of demonstrating the authenticity of food and drink. 14 items on a 5-point agree/disagree scale, face-to-face interviews with 850 urban Chinese consumers. No missing cells and no sentinel codes in the source. (CC BY 4.0) Kendall H, Naughton P, Kuznesof S, Raley M, Dean M, Clark B, et al. (2018). Food fraud and the perceived integrity of European food imports into China. PLOS ONE 13(5): e0195817. | link |
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| kendall_2018_food_worry | Target-crossed battery from a bespoke food-integrity consumer survey: worry about each of nine food-integrity problems (counterfeit, inferior quality, pesticide residues, deterioration, nutritional imbalance, additives, GM, mis-description, adulteration). 9 items on a 5-point agree/disagree scale, face-to-face interviews with 850 urban Chinese consumers. No missing cells and no sentinel codes in the source. (CC BY 4.0) Kendall H, Naughton P, Kuznesof S, Raley M, Dean M, Clark B, et al. (2018). Food fraud and the perceived integrity of European food imports into China. PLOS ONE 13(5): e0195817. | link |
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| kendall_2018_origin_importance | Target-crossed battery from a bespoke food-integrity consumer survey: importance of knowing the origin of each of nine food and drink categories. 9 items on a 5-point agree/disagree scale, face-to-face interviews with 850 urban Chinese consumers. No missing cells and no sentinel codes in the source. (CC BY 4.0) Kendall H, Naughton P, Kuznesof S, Raley M, Dean M, Clark B, et al. (2018). Food fraud and the perceived integrity of European food imports into China. PLOS ONE 13(5): e0195817. | link |
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| kendall_2018_purchase_attitudes | Target-crossed battery from a bespoke food-integrity consumer survey: three purchasing attitude and intention statements, 5-point agreement. 3 items on a 5-point agree/disagree scale, face-to-face interviews with 850 urban Chinese consumers. No missing cells and no sentinel codes in the source. (CC BY 4.0) Kendall H, Naughton P, Kuznesof S, Raley M, Dean M, Clark B, et al. (2018). Food fraud and the perceived integrity of European food imports into China. PLOS ONE 13(5): e0195817. | link |
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| kendall_2018_purchase_intention | Three purchasing-intention statements scored on a 1-10 scale, from the same bespoke food-integrity consumer survey of 850 urban Chinese consumers. Kept separate from kendall_2018_purchase_attitudes, which asks three attitude statements on a 5-point scale: merging them would put two response formats on one resp. (CC BY 4.0) Kendall H, Naughton P, Kuznesof S, Raley M, Dean M, Clark B, et al. (2018). Food fraud and the perceived integrity of European food imports into China. PLOS ONE 13(5): e0195817. | link |
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| kendall_2018_quality_cues | Target-crossed battery from a bespoke food-integrity consumer survey: importance of each of eleven cues when making judgements about food and drink. 11 items on a 5-point agree/disagree scale, face-to-face interviews with 850 urban Chinese consumers. No missing cells and no sentinel codes in the source. (CC BY 4.0) Kendall H, Naughton P, Kuznesof S, Raley M, Dean M, Clark B, et al. (2018). Food fraud and the perceived integrity of European food imports into China. PLOS ONE 13(5): e0195817. | link |
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| kendall_2018_trust_information | Target-crossed battery from a bespoke food-integrity consumer survey: trust that each of the same eight organisations can be trusted to PROVIDE ACCURATE INFORMATION about the authenticity of food and drink -- a different construct from the protection battery, which is why the two are separate tables rather than merged. 8 items on a 5-point agree/disagree scale, face-to-face interviews with 850 urban Chinese consumers. No missing cells and no sentinel codes in the source. (CC BY 4.0) Kendall H, Naughton P, Kuznesof S, Raley M, Dean M, Clark B, et al. (2018). Food fraud and the perceived integrity of European food imports into China. PLOS ONE 13(5): e0195817. | link |
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| kendall_2018_trust_protect | Target-crossed battery from a bespoke food-integrity consumer survey: trust that each of eight organisations and individuals can be trusted to PROTECT the consumer from adulterated and unsafe food and drink. 8 items on a 5-point agree/disagree scale, face-to-face interviews with 850 urban Chinese consumers. No missing cells and no sentinel codes in the source. (CC BY 4.0) Kendall H, Naughton P, Kuznesof S, Raley M, Dean M, Clark B, et al. (2018). Food fraud and the perceived integrity of European food imports into China. PLOS ONE 13(5): e0195817. | link |
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| kennedy_2022_policy_algorithms conjoint · source = "conj" |
Paired conjoint on recidivism-forecasting algorithms: 1,750 US online respondents (MTurk March 2018; Lucid March and April 2019) compared 5 pairs of algorithms varying 8 features (developer, accuracy, data size, human involvement, factor weights, data location, number of factors, error), choosing one and rating each 1-7 on willingness to use. (CC0 1.0) Kennedy, R. P., Waggoner, P. D., & Ward, M. M. (2022). Trust in public policy algorithms. The Journal of Politics, 84(2), 1132-1148. | link |
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| kennedy_2023_hr_partner_s1 conjoint · source = "conj" |
1,123 US survey respondents (study 1) compared pairs of hypothetical foreign countries in 5 tasks, choosing one and judging each acceptable or not; profiles vary 8 attributes: military (m), ally/adversary (a), dc, ms, human-rights record (hr), economic effect (ec), regime (gov), media (med). Attribute stems and level tags are the deposit's (no codebook). (CC0 1.0) Kennedy, R. (2023). Do Americans care about human rights? [Data set]. Harvard Dataverse. | link |
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| kennedy_2023_hr_partner_s2 conjoint · source = "conj" |
1,047 US survey respondents (study 2) compared pairs of hypothetical foreign countries in 5 tasks, choosing one and judging each acceptable or not; profiles vary 8 attributes: ally/adversary (a), dc, ms, human-rights record (hr), economic effect (ec), regime (gov), nuclear status (nuc), treaty (tr). Attribute stems and level tags are the deposit's (no codebook). (CC0 1.0) Kennedy, R. (2023). Do Americans care about human rights? [Data set]. Harvard Dataverse. | link |
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| kennedy_2025_judicial_candidates conjoint · source = "conj" |
US adults (Prolific, June 2022; n=997) compared 10 pairs of hypothetical state supreme court candidates described by prior political experience, law school, gender, occupation and newspaper endorsement; outcomes are a forced choice of preferred candidate and a 4-point rating of each candidate's qualification. (CC0 1.0) Kennedy, M., Nelson, M. J., & Heidt-Forsythe, E. (2025). Gender stereotypes and candidate qualifications in judicial elections. Political Research Quarterly, 78(1). | link |
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| kenwick_2022_military_advisers conjoint · source = "conj" |
Vignette experiment: 2,394 US online respondents (October 2019) each saw one scenario in which a president stays out of or engages in a military intervention, with the outcome (success or failure) and the adviser consulted (military or civilian) randomized (2 x 4, between-subject); outcomes are approval, trust in the president and adviser, and credit or blame. (CC0 1.0) Kenwick, M. R., & Maxey, S. R. (2022). You and whose army? How civilian leaders leverage the military's prestige to shape public opinion. The Journal of Politics, 84(3). | link |
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| kenwick_2024_border_militarization conjoint · source = "conj" |
US online respondents (Nov 2022) chose between pairs of border-security policies varying in implementing agency, strategy, budget change and effects on illegal immigration, human trafficking, drug trafficking and terrorism; 776 respondents, 5 tasks each. (CC0 1.0) Kenwick, M. R., & Maxey, S. (2024). Explaining public demands for border militarization. Journal of Conflict Resolution, 69(6), 1005-1032. | link |
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| kenwick_2024_border_treatments conjoint · source = "conj" |
US online respondents (Dec 2022) read one of four status-threat vignettes (trial_arm) and then chose between pairs of border-security policies varying in agency, strategy, budget and effects on immigration, trafficking and terrorism; 3,228 respondents, up to 5 tasks. (CC0 1.0) Kenwick, M. R., & Maxey, S. (2024). Explaining public demands for border militarization. Journal of Conflict Resolution, 69(6), 1005-1032. | link |
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| kepaq_balparda_2021 | Emotional-related and functional-related quality of life in patients with keratoconus. (CC0 1.0) Balparda, K., Herrera-Chalarca, T., & Cano-Bustamante, M. (2022). Standardizing the measurement and classification of quality of life using the Keratoconus End-Points Assessment Questionnaire (KEPAQ): the ABCDEF keratoconus classification. Eye and Vision, 9(1), 17. Balparda, Kepa, 2021, "Replication Data for: Standardizing the Measurement and Interpretation of Quality of Life Using the “Keratoconus End-Points Assessment Questionnaire” (KEPAQ)", https://doi.org/10.7910/DVN/APBOX9, Harvard Dataverse, V3, UNF:6:ltIxdLar/ASJVVF5sjN40g== [fileUNF] | link |
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| kermen_2019_anxiety | Anxiety (STAI per the deposit description; 20 items), 0-3 as coded in the file, 334 high-school students in Istanbul, Turkey; cov_gender (1 male, 2 female), cov_grade, cov_age. (CC0 1.0) Kermen, U. (2019). Anxiety, self-efficacy, and self-regulation in high school students: The mediating role of attentional control [Data set]. Dryad. https://doi.org/10.5061/dryad.vhhmgqnpv | link |
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| kermen_2019_attentional_control | Attentional Control Scale (ACS, 20 items), 1-4, 334 high-school students in Istanbul, Turkey; cov_gender (1 male, 2 female), cov_grade, cov_age. (CC0 1.0) Kermen, U. (2019). Anxiety, self-efficacy, and self-regulation in high school students: The mediating role of attentional control [Data set]. Dryad. https://doi.org/10.5061/dryad.vhhmgqnpv | link |
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| kermen_2019_self_efficacy | General Self-Efficacy Scale (17 items), 1-5, 334 high-school students in Istanbul, Turkey; cov_gender (1 male, 2 female), cov_grade, cov_age. (CC0 1.0) Kermen, U. (2019). Anxiety, self-efficacy, and self-regulation in high school students: The mediating role of attentional control [Data set]. Dryad. https://doi.org/10.5061/dryad.vhhmgqnpv | link |
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| kermen_2019_self_regulation | Perceived Self-Regulation Scale (16 items), 1-5, 334 high-school students in Istanbul, Turkey; cov_gender (1 male, 2 female), cov_grade, cov_age. (CC0 1.0) Kermen, U. (2019). Anxiety, self-efficacy, and self-regulation in high school students: The mediating role of attentional control [Data set]. Dryad. https://doi.org/10.5061/dryad.vhhmgqnpv | link |
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| kermen_2022_anxiety | 20-item anxiety scale, 0-3. 325 respondents x 20 items = 6500 responses. (CC BY 4.0) Kermen, U., & Yuksel, M. (2022). Anxiety, self-efficacy, and self-regulation in high school students: The mediating role of attention [Data set]. Mendeley Data. https://doi.org/10.17632/3gx5f24fpv | link |
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| kermen_2022_attention | 20-item attention scale, 1-4. 325 respondents x 20 items = 6500 responses. (CC BY 4.0) Kermen, U., & Yuksel, M. (2022). Anxiety, self-efficacy, and self-regulation in high school students: The mediating role of attention [Data set]. Mendeley Data. https://doi.org/10.17632/3gx5f24fpv | link |
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| kermen_2022_self_efficacy | 17-item self-efficacy scale, 1-5, Turkish high school students. 325 respondents x 17 items = 5525 responses. (CC BY 4.0) Kermen, U., & Yuksel, M. (2022). Anxiety, self-efficacy, and self-regulation in high school students: The mediating role of attention [Data set]. Mendeley Data. https://doi.org/10.17632/3gx5f24fpv | link |
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| kermen_2022_self_regulation | 16-item self-regulation scale, 1-5. 325 respondents x 16 items = 5200 responses. (CC BY 4.0) Kermen, U., & Yuksel, M. (2022). Anxiety, self-efficacy, and self-regulation in high school students: The mediating role of attention [Data set]. Mendeley Data. https://doi.org/10.17632/3gx5f24fpv | link |
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| kern_2021_connectedness | Connectedness scale from Positive Education Tertiary course evaluation; N=350, 9 items, 1-4 Likert (CC0 1.0) Yang et al. (2021). Positive education in the tertiary setting: a case study evaluation of a compulsory year one course to develop [Dataset]. Figshare. DOI: 10.6084/m9.figshare.14870235.v1 | link |
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| kern_2021_engagement | Engagement scale from Positive Education Tertiary course evaluation; N=350, 9 items, 1-4 Likert (CC0 1.0) Yang et al. (2021). Positive education in the tertiary setting: a case study evaluation of a compulsory year one course to develop [Dataset]. Figshare. DOI: 10.6084/m9.figshare.14870235.v1 | link |
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| kern_2021_happiness | Subjective Happiness Scale (SHS) from Positive Education Tertiary course evaluation; N=350, 3 items, 1-7 Likert (CC0 1.0) Yang et al. (2021). Positive education in the tertiary setting: a case study evaluation of a compulsory year one course to develop [Dataset]. Figshare. DOI: 10.6084/m9.figshare.14870235.v1 | link |
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| kern_2021_learning | Learning scale from Positive Education Tertiary course evaluation; N=350, 12 items, 1-4 Likert (CC0 1.0) Yang et al. (2021). Positive education in the tertiary setting: a case study evaluation of a compulsory year one course to develop [Dataset]. Figshare. DOI: 10.6084/m9.figshare.14870235.v1 | link |
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| kern_2021_life_satisfaction | Satisfaction with Life Scale (SWLS) from Positive Education Tertiary course evaluation; N=350, 4 items, 1-7 Likert (CC0 1.0) Yang et al. (2021). Positive education in the tertiary setting: a case study evaluation of a compulsory year one course to develop [Dataset]. Figshare. DOI: 10.6084/m9.figshare.14870235.v1 | link |
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| kertzer_2021_resolve conjoint · source = "conj" |
Paired conjoint on judging resolve in international disputes: 2,003 US adults (January 2015) compared 8 pairs of countries described by regime type, military capabilities, stakes, leader background (tenure, military service, gender), relation to the US, previous and current crisis behaviour; outcomes are which country is more likely to stand firm and a 0-100 likelihood that each will. (CC0 1.0) Kertzer, J. D., Renshon, J., & Yarhi-Milo, K. (2021). How do observers assess resolve? British Journal of Political Science, 51(1), 308-330. | link |
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| kerver_2021_prosthesis_items rankings · source = "rank" |
Dutch national survey of people with major unilateral upper limb absence: each participant chose their ten most important items regarding prosthesis use from the 79-item HealthFan diagram and ranked those ten from most to least important. 344 participants, 79 distinct items used, 3399 rows. One row per participant x position; item = the item's English label from the deposit's codebook, resp = the position, 1 = most important. Six participants who selected ten items but did not rank them (the deposit shows their items in random order) are not included, and the deposit's missing/unclear/not-ranked sentinel cells leave gaps. The depositors removed every personal detail because the Dutch population with upper limb absence is small, so the table has no covariates. Rankings layout (data/rankings/README.md). (CC0 1.0) Kerver, N., van der Sluis, C. K., van Twillert, S. & Krabbe, P. F. M. Towards assessing the preferred usage features of upper limb prostheses: most important items regarding prosthesis use in people with major unilateral upper limb absence - a Dutch national survey. Disability and Rehabilitation. https://doi.org/10.1080/09638288.2021.1988734 | link |
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| kessler_2020_ebcck_18 | EB-CCK final 18-item inventory, 1-7 agreement; Study 2, two US adult samples pooled (N = 874, cov_sample). (CC BY 4.0) Kessler, E. (2020). Materials for: Assessing Epistemic Beliefs Regarding the Co-construction of Knowledge [Data set]. Mendeley Data, V2. https://doi.org/10.17632/tzv223xgsr.2 | link |
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| kessler_2020_ebcck_22 | EB-CCK 22-item development pool, 1-7 agreement; Study 1 Sample 2 (N = 219 US adults). Positional Item_k codes; the deposited item list does not reproduce the response polarities, so codes are not tied to wording. (CC BY 4.0) Kessler, E. (2020). Materials for: Assessing Epistemic Beliefs Regarding the Co-construction of Knowledge [Data set]. Mendeley Data, V2. https://doi.org/10.17632/tzv223xgsr.2 | link |
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| kessler_2020_ebcck_30 | EB-CCK 30-item development pool, 1-7 agreement; Study 1 Sample 1 (N = 280 US adults). Positional Item_k codes; the deposited item list does not reproduce the response polarities, so codes are not tied to wording. (CC BY 4.0) Kessler, E. (2020). Materials for: Assessing Epistemic Beliefs Regarding the Co-construction of Knowledge [Data set]. Mendeley Data, V2. https://doi.org/10.17632/tzv223xgsr.2 | link |
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| kfcovid_Li2020 | Knowledge of COVID (CC BY 4.0) Li, D. C. Y., & Leung, L. (2020). Psychometric data on knowledge and fear of coronavirus disease 2019 and perceived stress among workers of filipino origin in Hong Kong. Data in brief, 33, 106395. | link |
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| kfcovid_fear_Li2020 | Fear of COVID (CC BY 4.0) Li, D. C. Y., & Leung, L. (2020). Psychometric data on knowledge and fear of coronavirus disease 2019 and perceived stress among workers of filipino origin in Hong Kong. Data in brief, 33, 106395. | link |
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| kfcovid_pss_Li2020 | Perceived stress scale (CC BY 4.0) Li, D. C. Y., & Leung, L. (2020). Psychometric data on knowledge and fear of coronavirus disease 2019 and perceived stress among workers of filipino origin in Hong Kong. Data in brief, 33, 106395. | link |
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| khan_2018_bidr_im | Balanced Inventory of Desirable Responding, impression management: 19 items (the deposit has 19), coded 1 = very true to 5 = not true. School teachers in 25 schools in Pakistan (PhD thesis data; English questionnaire); experimental vignette condition in cov_condition, school in cluster_id. N=174. (CC0 1.0) Khan S (2018). Ethical Leadership, Moral Judgment and Moral Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/4IZYKK | link |
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| khan_2018_bidr_sde | Balanced Inventory of Desirable Responding, self-deceptive enhancement: 20 items, 1 = not true to 5 = very true. School teachers in 25 schools in Pakistan (PhD thesis data; English questionnaire); experimental vignette condition in cov_condition, school in cluster_id. N=174. (CC0 1.0) Khan S (2018). Ethical Leadership, Moral Judgment and Moral Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/4IZYKK | link |
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| khan_2018_ethical_leadership_real | Ethical leadership: 20 items rating the respondent's own supervisor, 1 = strongly disagree to 6 = strongly agree. School teachers in 25 schools in Pakistan (PhD thesis data; English questionnaire); experimental vignette condition in cov_condition, school in cluster_id. N=173. (CC0 1.0) Khan S (2018). Ethical Leadership, Moral Judgment and Moral Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/4IZYKK | link |
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| khan_2018_ethical_leadership_vignette | Ethical leadership: the same 20 items rating the leader described in the assigned vignette (moral person / moral manager / ethical / indecisive leader), 1-6. School teachers in 25 schools in Pakistan (PhD thesis data; English questionnaire); experimental vignette condition in cov_condition, school in cluster_id. N=173. (CC0 1.0) Khan S (2018). Ethical Leadership, Moral Judgment and Moral Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/4IZYKK | link |
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| khan_2018_moral_identity | Moral identity (Aquino & Reed 2002; internalization and symbolization): 10 items, 1 = strongly disagree to 7 = strongly agree. School teachers in 25 schools in Pakistan (PhD thesis data; English questionnaire); experimental vignette condition in cov_condition, school in cluster_id. N=176. (CC0 1.0) Khan S (2018). Ethical Leadership, Moral Judgment and Moral Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/4IZYKK | link |
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| khan_2018_moral_motivation | Moral motivation: 8 items, likelihood of / motivation for ethical action under reward and punishment scenarios, 1-7 (highly unlikely/demotivated to highly likely/motivated). School teachers in 25 schools in Pakistan (PhD thesis data; English questionnaire); experimental vignette condition in cov_condition, school in cluster_id. N=176. (CC0 1.0) Khan S (2018). Ethical Leadership, Moral Judgment and Moral Motivation [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/4IZYKK | link |
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| khan_2019_moral_identity | Moral Identity Measure (Aquino & Reed 2002), 10 items (MID1-10), 1-7; MID4/MID7 stored reverse-coded; N = 170 Pakistani adults; cov_gender, cov_age_group, cov_education, cov_roots. (CC0 1.0) Khan, S. (2019). Place identity, social identity & moral identity [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/F3EHOL | link |
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| khan_2020_identity_importance | Importance of social (SI) and personal (PI) identity aspects, 16 items (SI1..PI16), 1 not at all important to who I am - 7; N = 216 Pakistani adults; cov_gender, cov_age_group, cov_education, cov_roots. (CC0 1.0) Khan, S. (2020). Replication Data for: The Identity Melting Pot: The Relationship between Place Identity, Social Identity and Moral Identity (Study 2) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/IHJQSV | link |
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| khan_2020_moral_identity | Moral Identity Measure (Aquino & Reed 2002), 10 items (MID1-10), 1-7; MID4/MID7 stored reverse-coded; N = 216 Pakistani adults; cov_gender, cov_age_group, cov_education, cov_roots. (CC0 1.0) Khan, S. (2020). Replication Data for: The Identity Melting Pot: The Relationship between Place Identity, Social Identity and Moral Identity (Study 2) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/IHJQSV | link |
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| khan_2021_identity_importance | Importance of social (SI) and personal (PI) identity aspects, 16 items (SI1..PI16), 1 not at all important to who I am - 7; N = 242 Pakistani adults; cov_gender, cov_age_group, cov_education, cov_place_type. (CC0 1.0) Khan, S. (2021). Replication Data for: Different and Better than You: The Interplay between Social Identity and Social Comparison [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GQEFOI | link |
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| khan_2021_moral_identity | Moral Identity Measure (Aquino & Reed 2002), 10 items (MID1-10), 1-7; MID4 and MID7 stored reverse-coded by the depositor; N = 242 Pakistani adults; cov_gender, cov_age_group, cov_education, cov_place_type. (CC0 1.0) Khan, S. (2021). Replication Data for: Different and Better than You: The Interplay between Social Identity and Social Comparison [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GQEFOI | link |
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| khan_2021_place_identity | Place identity, 6 agreement items (Place1-6), 1 strongly disagree - 7 strongly agree; N = 309 Pakistani adults; cov_gender, cov_age_group, cov_education, cov_place_type. (CC0 1.0) Khan, S. (2021). Replication Data for: Different and Better than You: The Interplay between Social Identity and Social Comparison [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GQEFOI | link |
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| khan_2021_religious_orientation | Religious orientation (intrinsic, extrinsic-personal, extrinsic-social), 14 items (R1_I1..R14_I8_Rev), 1-7; three items stored reverse-coded by the depositor; N = 242 Pakistani adults; cov_gender, cov_age_group, cov_education, cov_place_type. (CC0 1.0) Khan, S. (2021). Replication Data for: Different and Better than You: The Interplay between Social Identity and Social Comparison [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GQEFOI | link |
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| khan_2023_inspiration | Felt inspiration after the vignette, 6 items; 6 items, 1-7 (didn't feel anything-felt very strongly); 176 participants in a six-condition vignette experiment on moral exemplars in organisations; covariates: cov_condition, cov_gender, cov_age_group, cov_education, cov_job_status, cov_work_experience. (CC0 1.0) Khan, S. (2023). Inspiring Followers to Follow: Perceiving Purpose and Motivation behind Ethical Behavior and a Quest for 'Ethical' Leadership in the Organization [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/CC2HL8 | link |
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| khan_2023_perceived_motivation | Perceived motivation behind the protagonist's ethical act, 9 items; 9 items, 1-7 (strongly disagree-strongly agree); 176 participants in a six-condition vignette experiment on moral exemplars in organisations; covariates: cov_condition, cov_gender, cov_age_group, cov_education, cov_job_status, cov_work_experience. (CC0 1.0) Khan, S. (2023). Inspiring Followers to Follow: Perceiving Purpose and Motivation behind Ethical Behavior and a Quest for 'Ethical' Leadership in the Organization [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/CC2HL8 | link |
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| khan_2023_perceived_purpose | Perceived purpose of the protagonist's ethical act, 12 items; 12 items, 1-7 (strongly disagree-strongly agree); 176 participants in a six-condition vignette experiment on moral exemplars in organisations; covariates: cov_condition, cov_gender, cov_age_group, cov_education, cov_job_status, cov_work_experience. (CC0 1.0) Khan, S. (2023). Inspiring Followers to Follow: Perceiving Purpose and Motivation behind Ethical Behavior and a Quest for 'Ethical' Leadership in the Organization [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/CC2HL8 | link |
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| khashaba_2023_waste_attitude | A 10-item hospital waste-management attitude battery scored 1 = desirable response, answered by the same 133 nurses and housekeepers before and after the intervention (wave 1 = pre, wave 2 = post). The 0/1 coding is correctness-style throughout: where an item is reverse-worded (attending training programs is waste of time), 1 is disagreement, so the direction is uniform despite the value labels differing by item. (CC0 1.0) Khashaba, E. (2023). Effect of waste management intervention program on knowledge attitude and practice (KAP) of nurses and house keepers: A quasi-experimental study in Mansoura Emergency Hospital, Egypt [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/TN3UNW | link |
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| khashaba_2023_waste_knowledge | A 29-item hospital waste-management knowledge test scored 1 = correct, answered by 133 nurses and housekeepers in Mansoura Emergency Hospital, Egypt, BEFORE and AFTER an intervention program (wave 1 = pre, wave 2 = post). The pre/post pairing is positional and is checked three ways in the processing script, because the deposit's SPSS column names drift between waves and two different questions are both labelled Q9. One three-category disposal question was dropped rather than forced into the 0/1 table. (CC0 1.0) Khashaba, E. (2023). Effect of waste management intervention program on knowledge attitude and practice (KAP) of nurses and house keepers: A quasi-experimental study in Mansoura Emergency Hospital, Egypt [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/TN3UNW | link |
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| khattak_2026_attitude | 4-item attitude scale (agree/disagree) toward Basic Life Support/CPR, survey of practicing dentists (n=400), Saudi Arabia (CC BY 4.0) Khattak O, Ehsan A, Khalid AA, Iqbal A, Chaudhary FA, Baig MN, Alsharari T, Memon MR (2026). Assessment of clinical readiness, knowledge and attitude, regarding Basic Life Support (BLS) and cardiopulmonary resuscitation (CPR) skill among dentists practicing in Saudi Arabia. PeerJ. | link |
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| khattak_2026_confidence | 4-item confidence scale (very confident/not confident) in Basic Life Support/CPR skills, survey of practicing dentists (n=400), Saudi Arabia (CC BY 4.0) Khattak O, Ehsan A, Khalid AA, Iqbal A, Chaudhary FA, Baig MN, Alsharari T, Memon MR (2026). Assessment of clinical readiness, knowledge and attitude, regarding Basic Life Support (BLS) and cardiopulmonary resuscitation (CPR) skill among dentists practicing in Saudi Arabia. PeerJ. | link |
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| khattak_2026_cr | 4-item clinical-readiness scale (yes/no) for Basic Life Support/CPR, survey of practicing dentists (n=400), Saudi Arabia (CC BY 4.0) Khattak O, Ehsan A, Khalid AA, Iqbal A, Chaudhary FA, Baig MN, Alsharari T, Memon MR (2026). Assessment of clinical readiness, knowledge and attitude, regarding Basic Life Support (BLS) and cardiopulmonary resuscitation (CPR) skill among dentists practicing in Saudi Arabia. PeerJ. | link |
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| khatun_2026_cmars | Classroom Mindful Attention Regulation Scale (CMARS, 10 items, 1-5; self-awareness and emotional regulation), Bangla, 712 Bangladeshi students. (CC BY 4.0) Khatun, S., Ridoy, M. M. H., Noman, A. H., Sharon, M. M. H., Mia, M. R., Islam, J., Himel, S. H., & Shahrier, M. A. (2026). Bangla validation of the smartphone addiction scale and the academic underachievement scale: The associative role of classroom mindful attention in the relationship between smartphone addiction and underachievement among adolescents and young adults. PLOS One. https://doi.org/10.1371/journal.pone.0353865 | link |
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| khatun_2026_paus | Perceived Academic Underachievement Scale (PAUS, 6 items, 1-5), Bangla, 712 Bangladeshi adolescents and young adults. (CC BY 4.0) Khatun, S., Ridoy, M. M. H., Noman, A. H., Sharon, M. M. H., Mia, M. R., Islam, J., Himel, S. H., & Shahrier, M. A. (2026). Bangla validation of the smartphone addiction scale and the academic underachievement scale: The associative role of classroom mindful attention in the relationship between smartphone addiction and underachievement among adolescents and young adults. PLOS One. https://doi.org/10.1371/journal.pone.0353865 | link |
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| khatun_2026_sas | Smartphone Addiction Scale - Short Version (SAS-SV, 10 items, 1-6), Bangla, 712 Bangladeshi adolescents and young adults. (CC BY 4.0) Khatun, S., Ridoy, M. M. H., Noman, A. H., Sharon, M. M. H., Mia, M. R., Islam, J., Himel, S. H., & Shahrier, M. A. (2026). Bangla validation of the smartphone addiction scale and the academic underachievement scale: The associative role of classroom mindful attention in the relationship between smartphone addiction and underachievement among adolescents and young adults. PLOS One. https://doi.org/10.1371/journal.pone.0353865 | link |
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| khoa_2023_assurance | The effectiveness of knowledge management systems in motivation and satisfaction in higher education Institutions: Data from Vietnam. IRW table khoa_2023_assurance: 676 respondents x 3 items, 2026 responses. (CC BY 4.0) Khoa, B. (2023). The effectiveness of knowledge management systems in motivation and satisfaction in higher education Institutions: Data from Vietnam. Mendeley Data, V4. | link |
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| khoa_2023_knowledge_acquisition | The effectiveness of knowledge management systems in motivation and satisfaction in higher education Institutions: Data from Vietnam. IRW table khoa_2023_knowledge_acquisition: 676 respondents x 6 items, 4056 responses. (CC BY 4.0) Khoa, B. (2023). The effectiveness of knowledge management systems in motivation and satisfaction in higher education Institutions: Data from Vietnam. Mendeley Data, V4. | link |
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| khoa_2023_knowledge_dissemination | The effectiveness of knowledge management systems in motivation and satisfaction in higher education Institutions: Data from Vietnam. IRW table khoa_2023_knowledge_dissemination: 676 respondents x 7 items, 4730 responses. (CC BY 4.0) Khoa, B. (2023). The effectiveness of knowledge management systems in motivation and satisfaction in higher education Institutions: Data from Vietnam. Mendeley Data, V4. | link |
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| khoa_2023_knowledge_use | The effectiveness of knowledge management systems in motivation and satisfaction in higher education Institutions: Data from Vietnam. IRW table khoa_2023_knowledge_use: 676 respondents x 5 items, 3380 responses. (CC BY 4.0) Khoa, B. (2023). The effectiveness of knowledge management systems in motivation and satisfaction in higher education Institutions: Data from Vietnam. Mendeley Data, V4. | link |
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| khoa_2023_teaching_materials | The effectiveness of knowledge management systems in motivation and satisfaction in higher education Institutions: Data from Vietnam. IRW table khoa_2023_teaching_materials: 676 respondents x 4 items, 2704 responses. (CC BY 4.0) Khoa, B. (2023). The effectiveness of knowledge management systems in motivation and satisfaction in higher education Institutions: Data from Vietnam. Mendeley Data, V4. | link |
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| khongsirisombat_2025_aaq_sf | Attitudes to Ageing Questionnaire, Thai short form (AAQ-SF), 12 items, 1-5. 224 older adults aged 60-96 in Thailand. Covariates: sex, age, marital status. (CC0 1.0) Khongsirisombat, Nattapat (2025). Validation of the Thai Short Form of the Attitudes to Ageing Questionnaire [dataset]. Harvard Dataverse. | link |
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| khulwa_2025_algorithm_awareness | Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. IRW table khulwa_2025_algorithm_awareness: 423 respondents x 10 items, 4230 responses. (CC BY 4.0) Khulwa, C.; Luthfia, A.; Aras, M. (2025). Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. Mendeley Data, V1. | link |
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| khulwa_2025_engagement | Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. IRW table khulwa_2025_engagement: 423 respondents x 9 items, 3807 responses. (CC BY 4.0) Khulwa, C.; Luthfia, A.; Aras, M. (2025). Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. Mendeley Data, V1. | link |
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| khulwa_2025_motivation_1 | Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. IRW table khulwa_2025_motivation_1: 423 respondents x 3 items, 1269 responses. (CC BY 4.0) Khulwa, C.; Luthfia, A.; Aras, M. (2025). Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. Mendeley Data, V1. | link |
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| khulwa_2025_motivation_2 | Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. IRW table khulwa_2025_motivation_2: 423 respondents x 3 items, 1269 responses. (CC BY 4.0) Khulwa, C.; Luthfia, A.; Aras, M. (2025). Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. Mendeley Data, V1. | link |
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| khulwa_2025_motivation_3 | Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. IRW table khulwa_2025_motivation_3: 423 respondents x 3 items, 1269 responses. (CC BY 4.0) Khulwa, C.; Luthfia, A.; Aras, M. (2025). Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. Mendeley Data, V1. | link |
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| khulwa_2025_motivation_4 | Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. IRW table khulwa_2025_motivation_4: 423 respondents x 3 items, 1269 responses. (CC BY 4.0) Khulwa, C.; Luthfia, A.; Aras, M. (2025). Algorithm Awareness and User Motivation as Predictors of TikTok Engagement Among Generation Z in South Jakarta. Mendeley Data, V1. | link |
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| kilic_2024_mental_toughness | 11-item mental toughness questionnaire (1-5 Likert), taekwondo athletes, n=276 (CC BY 4.0) Ozsari et al. (2024). Attitude towards healthy nutrition and mental toughness: a study of taekwondo athletes. PeerJ. | link |
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| kilic_2024_nutrition_attitude | 21-item attitude towards healthy nutrition scale (1-5 Likert), taekwondo athletes, n=276 (CC BY 4.0) Ozsari et al. (2024). Attitude towards healthy nutrition and mental toughness: a study of taekwondo athletes. PeerJ. | link |
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| kilintzis_2026_dhp_features | Importance ratings of 28 proposed features of a digital health-promotion tool for adolescents (1 Not important at all .. 5 Very important; 3 = Not sure). 493 parents, educators and high-school students in seven European countries (SUNRISE project), those rating at least 80% of features as in the paper. Covariates: age, gender, role, language, country, migration background, education. (CC BY 4.0) Kilintzis V, Kondylakis H, Petrakis A, Koutra K, Micheli K, et al. (2026). Key factors in developing effective digital health promotion tools for cancer prevention and health behavior change in adolescence through a multi-country survey. BMC Public Health 26:1023. https://doi.org/10.1186/s12889-026-26412-6 | link |
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| kim2020_ams | Aging Male Symptom (AMS) questionnaire (17 items); Korean men N=1335; 1-5 ordinal (some half-step values) (CC0 1.0) Kim, J.W. (2020). Optimizing Aging Male Symptom Questionnaire Through Genetic Algorithms Based Machine Learning Techniques [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/9V2I0P | link |
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| kim_2017_pharmacy_skills_attitude | Attitudes to adding a skills assessment to the Korean pharmacist licensure examination: 7 five-point agreement items (Korean text answers recoded 1 = strongly disagree ... 5 = strongly agree; resp_raw = the text). 466 pharmacy faculty, preceptors and 2015 graduates. Covariates: age band, sex, respondent group, years in post, region. (CC0 1.0) Kim, J. H., Lee, J.-Y., Lee, Y. S., Yong, C.-S., Han, N., et al. (2017). Attitudes to proposed assessment of pharmacy skills in Korean pharmacist licensure examination. Journal of Educational Evaluation for Health Professions, 14, 6. https://doi.org/10.3352/jeehp.2017.14.6 | link |
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| kim_2019_trade_policy_firms conjoint · source = "conj" |
Representatives of Costa Rican firms (Qualtrics survey, 2013-2014) chose between two trade policies in up to 5 paired comparisons, the policies varying tariff/non-tariff barrier reduction, flexibility of commitments, use of dispute settlement, investment protection and export subsidies. 325 respondents; forced choice. (CC0 1.0) Kim, I. S., Milner, H. V., Bernauer, T., Osgood, I., Spilker, G., & Tingley, D. (2019). Firms and global value chains: Identifying firms' multidimensional trade preferences. International Studies Quarterly, 63(1), 153-167. | link |
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| kim_2021_faculty_roles_current | Harden and Crosby's 12 roles of the medical teacher (role01-role12), rated for current personal commitment to the role, 1 = none ... 5 = great. 100 newly appointed faculty, Catholic University of Korea College of Medicine, 2020-2021. Companion tables rate the same roles on the other two questions (kim_2021_faculty_roles_importance / _current / _preferred). No covariates. (CC0 1.0) Kim, Cho, & Chung (2021). Newly appointed medical faculty members' self-evaluation of their educational roles at the Catholic University of Korea College of Medicine in 2020 and 2021: a cross-sectional survey-based study. Journal of Educational Evaluation for Health Professions, 18, 28. https://doi.org/10.3352/jeehp.2021.18.28 | link |
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| kim_2021_faculty_roles_importance | Harden and Crosby's 12 roles of the medical teacher (role01-role12), rated for importance of the role to the medical school, 1 = none ... 5 = great. 100 newly appointed faculty, Catholic University of Korea College of Medicine, 2020-2021. Companion tables rate the same roles on the other two questions (kim_2021_faculty_roles_importance / _current / _preferred). No covariates. (CC0 1.0) Kim, Cho, & Chung (2021). Newly appointed medical faculty members' self-evaluation of their educational roles at the Catholic University of Korea College of Medicine in 2020 and 2021: a cross-sectional survey-based study. Journal of Educational Evaluation for Health Professions, 18, 28. https://doi.org/10.3352/jeehp.2021.18.28 | link |
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| kim_2021_faculty_roles_preferred | Harden and Crosby's 12 roles of the medical teacher (role01-role12), rated for preferred personal future commitment to the role, 1 = none ... 5 = great. 100 newly appointed faculty, Catholic University of Korea College of Medicine, 2020-2021. Companion tables rate the same roles on the other two questions (kim_2021_faculty_roles_importance / _current / _preferred). No covariates. (CC0 1.0) Kim, Cho, & Chung (2021). Newly appointed medical faculty members' self-evaluation of their educational roles at the Catholic University of Korea College of Medicine in 2020 and 2021: a cross-sectional survey-based study. Journal of Educational Evaluation for Health Professions, 18, 28. https://doi.org/10.3352/jeehp.2021.18.28 | link |
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| kim_2022_immigration_covid conjoint · source = "conj" |
South Korean respondents (n = 1,687, during the COVID-19 pandemic) chose between 5 pairs of hypothetical immigrants varying on 8 attributes (origin regime, trade, residence, home-country COVID-19 cases, vaccination, Korean ability, education, occupation) and judged for each whether entry should be allowed, allowed with a 14-day quarantine, or banned. (CC0 1.0) Kim, S. E., Shin, A. J., & Yang, Y. (2022). The usual suspects?: Attitudes towards immigration during the COVID-19 pandemic. Journal of Asian Public Policy, 17(2), 272-289. | link |
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| kim_2023_gad7 | GAD-7 (7 items), Korean adults using mobile mental health apps, N=202 (CC BY 4.0) Kim H, An Y, Hwang WJ (2023). Gender differences in dry eye disease symptoms associated with psychological health indicators among adults using mobile mental health apps. PLOS ONE, 18(1), e0278921. https://doi.org/10.1371/journal.pone.0278921 | link |
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| kim_2023_learning_immersion | Learning immersion scale (Kim et al.), 29 items, 1 = extremely disagree ... 5 = extremely agree. 218 Korean nursing students in non-face-to-face (online) education, 2022. Covariates: age, sex, school year. (CC0 1.0) Kim, G. M., Kim, Y., & Kim, S. K. (2023). Factors influencing the learning transfer of nursing students in a non-face-to-face educational environment during the COVID-19 pandemic in Korea: a cross-sectional study using structural equation modeling. Journal of Educational Evaluation for Health Professions, 20, 14. https://doi.org/10.3352/jeehp.2023.20.14 | link |
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| kim_2023_learning_selfefficacy | Learning self-efficacy (Ayres; Korean version by Park & Kweon), 10 items, 1 = extremely disagree ... 7 = extremely agree. 218 Korean nursing students in non-face-to-face (online) education, 2022. Covariates: age, sex, school year. (CC0 1.0) Kim, G. M., Kim, Y., & Kim, S. K. (2023). Factors influencing the learning transfer of nursing students in a non-face-to-face educational environment during the COVID-19 pandemic in Korea: a cross-sectional study using structural equation modeling. Journal of Educational Evaluation for Health Professions, 20, 14. https://doi.org/10.3352/jeehp.2023.20.14 | link |
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| kim_2023_learning_transfer | Learning transfer (Lee, after Rouiller & Goldstein), 4 items, 1 = extremely disagree ... 5 = extremely agree. 218 Korean nursing students in non-face-to-face (online) education, 2022. Covariates: age, sex, school year. (CC0 1.0) Kim, G. M., Kim, Y., & Kim, S. K. (2023). Factors influencing the learning transfer of nursing students in a non-face-to-face educational environment during the COVID-19 pandemic in Korea: a cross-sectional study using structural equation modeling. Journal of Educational Evaluation for Health Professions, 20, 14. https://doi.org/10.3352/jeehp.2023.20.14 | link |
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| kim_2023_phq9 | PHQ-9 (9 items), Korean adults using mobile mental health apps, N=202 (CC BY 4.0) Kim H, An Y, Hwang WJ (2023). Gender differences in dry eye disease symptoms associated with psychological health indicators among adults using mobile mental health apps. PLOS ONE, 18(1), e0278921. https://doi.org/10.1371/journal.pone.0278921 | link |
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| kim_2023_pss10 | Perceived Stress Scale-10 (10 items), Korean adults using mobile mental health apps, N=202 (CC BY 4.0) Kim H, An Y, Hwang WJ (2023). Gender differences in dry eye disease symptoms associated with psychological health indicators among adults using mobile mental health apps. PLOS ONE, 18(1), e0278921. https://doi.org/10.1371/journal.pone.0278921 | link |
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| kim_2024_ams_im | Intrinsic-motivation items of the Academic Motivation Scale (12 items, AMS items 2, 4, 6, 9, 11, 13, 16, 18, 20, 23, 25, 27), 1-7. 238 second-year medical students at Yonsei University College of Medicine, Korea, 2014-2015. Covariates: grading system, sex, admission type, Basic Medical Science Examination score. (CC0 1.0) Kim, M.-K., & Kim, H. W. (2024). Impact of a change from A-F grading to honors/pass/fail grading on academic performance at Yonsei University College of Medicine in Korea: a cross-sectional serial mediation analysis. Journal of Educational Evaluation for Health Professions, 21, 20. https://doi.org/10.3352/jeehp.2024.21.20 | link |
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| kim_2024_carbon_tax_korea conjoint · source = "conj" |
Paired conjoint on carbon-tax design in South Korea: 845 adults (the control, no-information arm) chose between 5 pairs of carbon-tax proposals varying the monthly household cost, the main taxed energy, and two revenue uses (redistributive and environmental); the outcome is a forced choice. (CC0 1.0) Kim, S. E., Kim, S. Y., & Suh, J. (2024). Public support for carbon tax in South Korea: The role of tax design and revenue recycling. Asia & the Pacific Policy Studies, 11(2), e385. | link |
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| kim_2024_class_gender_uk conjoint · source = "conj" |
UK respondents (Prolific online sample, February 2022, n=975) chose between two hypothetical MPs from their party in 3 tasks, varying gender, age, education, former occupation (working-class vs white-collar) and years in politics; 15 forced-choice questions per pair (support, relatability, which better represents five groups, which better advocates on seven issues and on the respondent's top issue). (CC0 1.0) Kim, J. H., & Kweon, Y. (2024). Double penalty? How candidate class and gender influence voter evaluations. Research & Politics, 11(1). | link |
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| kim_2024_class_gender_us conjoint · source = "conj" |
US respondents (Lucid online sample, October 2021, n=865) chose between two hypothetical candidates in their party's congressional primary in 3 tasks, varying gender, age, education, former occupation (working-class vs white-collar) and years in politics; 15 forced-choice questions per pair (support, relatability, which better represents five groups, which better advocates on seven issues and on the respondent's top issue). (CC0 1.0) Kim, J. H., & Kweon, Y. (2024). Double penalty? How candidate class and gender influence voter evaluations. Research & Politics, 11(1). | link |
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| kim_2024_dentist_cst_objectives | Perceptions of the evaluation objectives of the Korean Dentist Clinical Skill Test: 10 statements, 1 = strongly disagree ... 5 = strongly agree. 116 current and 35 former examinees. Covariate: respondent group. (CC0 1.0) Kim, J.-H., Kim, Y. J., Ma, D.-S., Park, S.-H., Pae, A., et al. (2024). Revised evaluation objectives of the Korean Dentist Clinical Skill Test: a survey study and focus group interviews. Journal of Educational Evaluation for Health Professions, 21, 11. https://doi.org/10.3352/jeehp.2024.21.11 | link |
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| kim_2024_dreem | Dundee Ready Education Environment Measure (DREEM), 50 items, 0-4, raw responses (negatively worded items 4, 8, 9, 17, 25, 35, 39, 48, 50 not reversed). 238 second-year medical students at Yonsei University College of Medicine, Korea, 2014 (A-F grading) and 2015 (honors/pass/fail grading). Three out-of-range cells dropped. Covariates: grading system, sex, admission type, Basic Medical Science Examination score. (CC0 1.0) Kim, M.-K., & Kim, H. W. (2024). Impact of a change from A-F grading to honors/pass/fail grading on academic performance at Yonsei University College of Medicine in Korea: a cross-sectional serial mediation analysis. Journal of Educational Evaluation for Health Professions, 21, 20. https://doi.org/10.3352/jeehp.2024.21.20 | link |
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| kim_2025_hads | 14-item Hospital Anxiety and Depression Scale (HADS) (CC BY 4.0) Kim N, Lee BG (2025). Psychometric properties of a Korean version of the pre-sleep arousal scale. PLOS ONE, 20(9), e0333390. https://doi.org/10.1371/journal.pone.0333390 | link |
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| kim_2025_isi | 7-component Insomnia Severity Index (ISI) (CC BY 4.0) Kim N, Lee BG (2025). Psychometric properties of a Korean version of the pre-sleep arousal scale. PLOS ONE, 20(9), e0333390. https://doi.org/10.1371/journal.pone.0333390 | link |
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| kim_2025_karrot_attitude | Attitude toward buying used items on Karrot Market, 4 items, 1-7 agreement, 450 Seoul adults who bought secondhand goods on the Karrot Market app (online panel, 2022); cov_gender, cov_age_group, cov_income, cov_education, cov_other_dsp. (CC0 1.0) Kim, H., Kim, G., Lee, T., & Lee, J.-H. (2025). Unraveling participant motivation dynamics in local-centric secondhand digital sharing platforms. PLOS ONE. https://doi.org/10.1371/journal.pone.0337603 | link |
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| kim_2025_karrot_behav_intent | Behavioural intention to keep buying used items on Karrot Market, 3 items, 1-7 agreement, 450 Seoul adults who bought secondhand goods on the Karrot Market app (online panel, 2022); cov_gender, cov_age_group, cov_income, cov_education, cov_other_dsp. (CC0 1.0) Kim, H., Kim, G., Lee, T., & Lee, J.-H. (2025). Unraveling participant motivation dynamics in local-centric secondhand digital sharing platforms. PLOS ONE. https://doi.org/10.1371/journal.pone.0337603 | link |
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| kim_2025_karrot_econ_motiv | Economic motivations for buying on Karrot Market, 3 items, 1-7 agreement, 450 Seoul adults who bought secondhand goods on the Karrot Market app (online panel, 2022); cov_gender, cov_age_group, cov_income, cov_education, cov_other_dsp. (CC0 1.0) Kim, H., Kim, G., Lee, T., & Lee, J.-H. (2025). Unraveling participant motivation dynamics in local-centric secondhand digital sharing platforms. PLOS ONE. https://doi.org/10.1371/journal.pone.0337603 | link |
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| kim_2025_karrot_env_motiv | Environmental motivations for buying secondhand on Karrot Market, 5 items, 1-7 agreement, 450 Seoul adults who bought secondhand goods on the Karrot Market app (online panel, 2022); cov_gender, cov_age_group, cov_income, cov_education, cov_other_dsp. (CC0 1.0) Kim, H., Kim, G., Lee, T., & Lee, J.-H. (2025). Unraveling participant motivation dynamics in local-centric secondhand digital sharing platforms. PLOS ONE. https://doi.org/10.1371/journal.pone.0337603 | link |
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| kim_2025_karrot_interact_motiv | Interaction motivations (chatting with neighbours) on Karrot Market, 3 items, 1-7 agreement, 450 Seoul adults who bought secondhand goods on the Karrot Market app (online panel, 2022); cov_gender, cov_age_group, cov_income, cov_education, cov_other_dsp. (CC0 1.0) Kim, H., Kim, G., Lee, T., & Lee, J.-H. (2025). Unraveling participant motivation dynamics in local-centric secondhand digital sharing platforms. PLOS ONE. https://doi.org/10.1371/journal.pone.0337603 | link |
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| kim_2025_karrot_reput_motiv | Reputation ('manner temperature') motivations on Karrot Market, 2 items, 1-7 agreement, 450 Seoul adults who bought secondhand goods on the Karrot Market app (online panel, 2022); cov_gender, cov_age_group, cov_income, cov_education, cov_other_dsp. (CC0 1.0) Kim, H., Kim, G., Lee, T., & Lee, J.-H. (2025). Unraveling participant motivation dynamics in local-centric secondhand digital sharing platforms. PLOS ONE. https://doi.org/10.1371/journal.pone.0337603 | link |
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| kim_2025_psas | 16-item Korean Pre-Sleep Arousal Scale (somatic + cognitive subscales) (CC BY 4.0) Kim N, Lee BG (2025). Psychometric properties of a Korean version of the pre-sleep arousal scale. PLOS ONE, 20(9), e0333390. https://doi.org/10.1371/journal.pone.0333390 | link |
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| kim_2025_psqi | 14 ordinal Pittsburgh Sleep Quality Index (PSQI) items (item 5 sub-components plus items 6-9) (CC BY 4.0) Kim N, Lee BG (2025). Psychometric properties of a Korean version of the pre-sleep arousal scale. PLOS ONE, 20(9), e0333390. https://doi.org/10.1371/journal.pone.0333390 | link |
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| kimuli_2025_tb_stigma | 10-item tuberculosis stigma battery from a community survey of 33,349 Ugandans in three strata (youth, men, women). resp 1-3 ('Not true at all', 'Somewhat true', 'Very True'). The source also recorded 'Dont know' on every item; the deposit's own tb_stigma_score proves it was scored 0, i.e. below 'Not true at all', so those 11.6% of cells are NOT shipped as an ordered category but dropped, and resp carries the three substantive levels only. 2,012 respondents answered 'Dont know' to all ten items and are therefore absent from this table; all 2,012 sit at tb_stigma_score=0 in the deposit, the published score's floor. Anyone modelling these items should read the source rather than assume the omissions are random: the don't-know rate is 9-12% per item. (CC0 1.0) Kimuli D, Nakaggwa F, Namuwenge N, Kamara V, Nakawooya M, Amanya G, et al. (2025). Level of tuberculosis-related stigma and associated factors in Ugandan communities. PLOS ONE 20(1). | link |
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| king_2026_biodiversity_woodland conjoint · source = "conj" |
Choice experiment on the management of a new woodland in Great Britain (winter wave): 1,711 adults chose in nine tasks among Option A, Option B and No change, described by the variety of sounds, colours and smells, the amount of deadwood and a yearly council tax increase. (MIT) King, P., Davies, Z., et al. (2026). Replication materials: Stated preferences for the colours, smells, and sounds of biodiversity [Data set]. Zenodo. | link |
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| king_2026_urban_meadows conjoint · source = "conj" |
Choice experiment on how grassy areas in urban parks could be managed as wildflower meadows: 474 park visitors in Leeds, Bristol and Edinburgh chose among options A, B, C and the current situation D in six tasks, described by plant species, native share, pollinator quality, flower appearance and a yearly council tax increase. (MIT) King, P., Pett, T. J., Goddard, M. A., Lundhede, T. H., Austen, G. E., Davies, Z. G., & Dallimer, M. (2026). Understanding public preferences for urban wildflower meadows: data and replication code [Data set]. Zenodo. | link |
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| kinyanjui_2023_substance_use | Substance-use checklist (12 substances, binary yes/no) among Kenyan college students (CC BY 4.0) Kinyanjui DW, Sum AM (2023). Personality traits and substance use among college students in Eldoret, Kenya. PLOS ONE, 18(5), e0286160. https://doi.org/10.1371/journal.pone.0286160 | link |
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| kiraly_2024_perinatal_mh_freq | 16-item behavioral frequency scale (never..always, 1-5) on maternal mental-health screening/support practices, obstetricians and other maternal-child healthcare providers (CC BY 4.0) Kiraly C, Boyle-Duke B, Shklarski L (2024) The role of maternal and child healthcare providers in identifying and supporting perinatal mental health disorders. PLoS ONE. | link |
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| kiraly_2024_perinatal_mh_symptoms | 19-item yes/no checklist of symptoms respondents consider signs of postpartum depression/anxiety, obstetricians and other maternal-child healthcare providers (CC BY 4.0) Kiraly C, Boyle-Duke B, Shklarski L (2024) The role of maternal and child healthcare providers in identifying and supporting perinatal mental health disorders. PLoS ONE. | link |
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| kiratli_2024_intervention_turkey conjoint · source = "conj" |
Respondents in Turkey (January-February 2020) chose which of two hypothetical military operations against a state that had invaded an ally they would approve, in 6 forced-choice pairs varying the operation's objective, its backers, the target's regime, religion and military strength, and the mode of operation. 1,002 Turkish Cint panelists. (CC0 1.0) Kiratli, O. S. (2024). Policy objective of military intervention and public attitudes: A conjoint experiment from US and Turkey. Political Behavior, 46(2), 1257-1279. | link |
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| kiratli_2024_intervention_us conjoint · source = "conj" |
Respondents in the US (January-February 2020) chose which of two hypothetical military operations against a state that had invaded an ally they would approve, in 6 forced-choice pairs varying the operation's objective, its backers, the target's regime, religion and military strength, and the mode of operation. 1,490 US MTurk workers (via Qualtrics). (CC0 1.0) Kiratli, O. S. (2024). Policy objective of military intervention and public attitudes: A conjoint experiment from US and Turkey. Political Behavior, 46(2), 1257-1279. | link |
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| kiratli_2025_alliance_cohesion conjoint · source = "conj" |
1,993 US adults (1,502 passed the authors' attention check) each rated five vignettes about an uncooperative ally, randomized on the ally's act, the US response, regime type, military power and treaty status; outcomes are agreement with the US response (0-10), alliance favorability (0-10) and desired US contribution (increase/keep/decrease). (CC0 1.0) Kiratli, O. S. (2025). The politics of alliance cohesion: Experimental evidence on American attitudes toward corrective measures in security partnerships. Perspectives on Politics. | link |
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| kirkland_2015_asrm | Altman Self-Rating Mania Scale, 5 items, 0-4 (samples 2 and 3). Three independent samples (352 undergraduates, 466 and 201 MTurk adults), cov_sample marks which. (CC BY 4.0) Kirkland T, Gruber J, Cunningham WA (2015) Comparing Happiness and Hypomania Risk: A Study of Extraversion and Neuroticism Aspects. PLoS ONE 10(7): e0132438. https://doi.org/10.1371/journal.pone.0132438 | link |
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| kirkland_2015_bfas | Big Five Aspect Scales, 100 items, 1-5. Three independent samples (352 undergraduates, 466 and 201 MTurk adults), cov_sample marks which. (CC BY 4.0) Kirkland T, Gruber J, Cunningham WA (2015) Comparing Happiness and Hypomania Risk: A Study of Extraversion and Neuroticism Aspects. PLoS ONE 10(7): e0132438. https://doi.org/10.1371/journal.pone.0132438 | link |
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| kirkland_2015_hps | Hypomanic Personality Scale, 48 true/false items, coded 1/2 as deposited. Three independent samples (352 undergraduates, 466 and 201 MTurk adults), cov_sample marks which. (CC BY 4.0) Kirkland T, Gruber J, Cunningham WA (2015) Comparing Happiness and Hypomania Risk: A Study of Extraversion and Neuroticism Aspects. PLoS ONE 10(7): e0132438. https://doi.org/10.1371/journal.pone.0132438 | link |
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| kirkland_2015_panas | Positive and Negative Activation Schedule (trait), 20 items, 1-5. Three independent samples (352 undergraduates, 466 and 201 MTurk adults), cov_sample marks which. (CC BY 4.0) Kirkland T, Gruber J, Cunningham WA (2015) Comparing Happiness and Hypomania Risk: A Study of Extraversion and Neuroticism Aspects. PLoS ONE 10(7): e0132438. https://doi.org/10.1371/journal.pone.0132438 | link |
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| kirkland_2015_shs | Subjective Happiness Scale, 4 items, 1-7. Three independent samples (352 undergraduates, 466 and 201 MTurk adults), cov_sample marks which. (CC BY 4.0) Kirkland T, Gruber J, Cunningham WA (2015) Comparing Happiness and Hypomania Risk: A Study of Extraversion and Neuroticism Aspects. PLoS ONE 10(7): e0132438. https://doi.org/10.1371/journal.pone.0132438 | link |
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| kirkland_2018_candidates_mturk conjoint · source = "conj" |
1,203 US respondents from an MTurk convenience sample each judged up to 5 hypothetical (mayoral) elections between two candidates described by race, gender, age, political experience, career experience and, in randomly chosen partisan elections only, party; outcomes are a forced choice and a 0-100 competence rating of each candidate. (CC0 1.0) Kirkland, P. A., & Coppock, A. (2018). Candidate choice without party labels: New insights from conjoint survey experiments. Political Behavior, 40(3), 571-591. | link |
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| kirkland_2018_candidates_yougov conjoint · source = "conj" |
1,200 US respondents from a YouGov nationally representative sample (survey weights included) each judged up to 5 hypothetical (mayoral) elections between two candidates described by race, gender, age, political experience, career experience and, in randomly chosen partisan elections only, party; outcomes are a forced choice and a 0-100 competence rating of each candidate. (CC0 1.0) Kirkland, P. A., & Coppock, A. (2018). Candidate choice without party labels: New insights from conjoint survey experiments. Political Behavior, 40(3), 571-591. | link |
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| kitayama_2022_hweat | 18-item Japanese Healthy Work Environment Assessment Tool (HWE-AT-J, 1-5 Likert), main validation sample of critical-care nurses (CC BY 4.0) Kitayama M, Unoki T, Matsuda Y, Matsuishi Y, Kawai Y, Iida Y (2022) Development and initial validation of the Japanese healthy work environment assessment tool for critical care settings. PLoS ONE. | link |
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| kitayama_2022_hweat_retest | Same 18-item HWE-AT-J instrument administered to a separate test-retest sample (2 waves, 1-5 Likert) (CC BY 4.0) Kitayama M, Unoki T, Matsuda Y, Matsuishi Y, Kawai Y, Iida Y (2022) Development and initial validation of the Japanese healthy work environment assessment tool for critical care settings. PLoS ONE. | link |
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| kjoller_2025_council_positions conjoint · source = "conj" |
Candidates in the 2021 Danish municipal elections (n=2,141; 1,939 in the authors' completed-in-time sample) made 7 forced choices between two hypothetical council positions varying in position/influence, remuneration, workload and working environment (respect vs harassment vs sexism). (CC0 1.0) Kjøller, F. K., & Pedersen, L. H. (2025). The gendered cost of politics. British Journal of Political Science, 55, e59. | link |
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| klatt_2016_speed_estimation | 48-trial car-speed-estimation task: signed estimation error (verbal estimate minus true target speed, km/h) for 8 approaching cars x 3 target speeds x 2 road positions, from a pedestrian road-crossing study (CC BY 4.0) Klatt WK, Chesham A, Cassuto ZY, et al. (2016) Putting Up a Big Front: Car Design and Size Affect Road-Crossing Behaviour. PLoS ONE. | link |
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| klippel_irw | VAS of perceived masculinity/femininity in singers (CC BY 4.0) Klippel, R. (2025). Gender Quality in Musical Theatre Singing: Disagreement Between Singer and Lister Perception (Master's thesis, Boston Conservatory at Berklee). | link |
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| knedlikova_2024_rsq_coping | RSQ-COVID-19 coping and involuntary stress responses, 53 items, 1 never - 4 often. 344 Czech parents (44 of children with ASD, 300 controls), online 2022-23. Covariates: group, matched-subsample flag, municipality size, parental education, child age and gender, finances, COVID-19 course in family. (CC BY 4.0) Knedlíková L, Dědková L, Kolář D, Česká K, Vyhnalová T, Stroupková K, et al. (2024) The impact of the COVID-19 pandemic on stress and coping in parents of children with Autism Spectrum Disorder. PLoS ONE 19(11): e0313426. https://doi.org/10.1371/journal.pone.0313426 | link |
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| knedlikova_2024_rsq_stressors | RSQ-COVID-19 stressors: how stressful 12 pandemic-related problems were, 1-4. 344 Czech parents (44 of children with ASD, 300 controls), online 2022-23. Covariates: group, matched-subsample flag, municipality size, parental education, child age and gender, finances, COVID-19 course in family. (CC BY 4.0) Knedlíková L, Dědková L, Kolář D, Česká K, Vyhnalová T, Stroupková K, et al. (2024) The impact of the COVID-19 pandemic on stress and coping in parents of children with Autism Spectrum Disorder. PLoS ONE 19(11): e0313426. https://doi.org/10.1371/journal.pone.0313426 | link |
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| knight_2026_crt | 7-item Cognitive Reflection Test (CRT); item-level correctness (resp) and response time (rt, seconds) with treat = testosterone vs. placebo assignment. Double-blind, placebo-controlled RCT of intranasal testosterone (N=1,000 enrolled; 999 with usable CRT data). (CC0 1.0) Knight EL, Nave G, Shaw SD, Apicella C, Bonin PL, Dreber A, Geniole SN, Johannesson M, Manfredi D, Mehta P, Proietti V, Stanton SJ, Luberti FR, Ortiz T, Carre JM (2026). Does Testosterone Affect Cognitive Reflection? Evidence From a Double-Blind, Randomized Controlled Study of 1,000 Participants. Psychological Science, 37(7), 463-476. | link |
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| knudsen_2019_news_trust conjoint · source = "conj" |
Paired conjoint on news sources in the Norwegian Citizen Panel (1,955 respondents, one task each): two hypothetical sources described by advertising, which party the editor/owner openly supports, press-ethics violations, comment field, readership, publication form, entertainment content and when founded; the respondent chose one. The article presents it as a trust study, but the deposit does not contain the question stem. (CC0 1.0) Knudsen, E., & Johannesson, M. P. (2019). Beyond the limits of survey experiments: How conjoint designs advance causal inference in political communication research. Political Communication, 36(2), 259-271. | link |
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| kobayashi_2021_hk_demands_wave1 conjoint · source = "conj" |
Hong Kong respondents (wave 1, before the June 2020 National Security Law; n=1,522) chose between two packages of government responses to the 2019 protest demands bundled with economic relief measures (9 attributes); 5 pairs each, forced choice. (CC0 1.0) Kobayashi, T., Song, J., & Chan, P. (2021). Does repression undermine opposition demands? The case of the Hong Kong National Security Law. Japanese Journal of Political Science, 22(4), 268-286. | link |
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| kobayashi_2021_hk_demands_wave2 conjoint · source = "conj" |
Hong Kong respondents (wave 2, after the June 2020 National Security Law; n=1,541) chose between two packages of government responses to the 2019 protest demands bundled with economic relief measures (13 attributes; plus NSL enforcement: target, imprisonment term, jury trial, authority in charge); 5 pairs each, forced choice. (CC0 1.0) Kobayashi, T., Song, J., & Chan, P. (2021). Does repression undermine opposition demands? The case of the Hong Kong National Security Law. Japanese Journal of Political Science, 22(4), 268-286. | link |
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| kodapanakkal_2020_banking conjoint · source = "conj" |
MTurk (TurkPrime) participants in 2018 (n = 306) evaluated 12 fixed pairs of versions of a bank technology tracking card purchases, varying outcome favourability for the respondent, data sharing (none or one of two partners) and data protection; outcomes: choice of version A, B or neither, and 0-100 moral acceptability of each version. One of six technology tables from the same study; each respondent did two technologies. (CC BY) Kodapanakkal, R. I., Brandt, M. J., Kogler, C., & van Beest, I. (2020). Self-interest and data protection drive the adoption and moral acceptability of big data technologies: A conjoint analysis approach. Computers in Human Behavior, 108, 106303. | link |
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| kodapanakkal_2020_citizen_scores conjoint · source = "conj" |
MTurk (TurkPrime) participants in 2018 (n = 306) evaluated 12 fixed pairs of versions of a government citizen-score technology, varying outcome favourability for the respondent, data sharing (none or one of two partners) and data protection; outcomes: choice of version A, B or neither, and 0-100 moral acceptability of each version. One of six technology tables from the same study; each respondent did two technologies. (CC BY) Kodapanakkal, R. I., Brandt, M. J., Kogler, C., & van Beest, I. (2020). Self-interest and data protection drive the adoption and moral acceptability of big data technologies: A conjoint analysis approach. Computers in Human Behavior, 108, 106303. | link |
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| kodapanakkal_2020_crime_prevention conjoint · source = "conj" |
MTurk (TurkPrime) participants in 2018 (n = 309) evaluated 12 fixed pairs of versions of a predictive-policing algorithm, varying outcome favourability for the respondent, data sharing (none or one of two partners) and data protection; outcomes: choice of version A, B or neither, and 0-100 moral acceptability of each version. One of six technology tables from the same study; each respondent did two technologies. (CC BY) Kodapanakkal, R. I., Brandt, M. J., Kogler, C., & van Beest, I. (2020). Self-interest and data protection drive the adoption and moral acceptability of big data technologies: A conjoint analysis approach. Computers in Human Behavior, 108, 106303. | link |
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| kodapanakkal_2020_employment conjoint · source = "conj" |
MTurk (TurkPrime) participants in 2018 (n = 315) evaluated 12 fixed pairs of versions of an employment algorithm, varying outcome favourability for the respondent, data sharing (none or one of two partners) and data protection; outcomes: choice of version A, B or neither, and 0-100 moral acceptability of each version. One of six technology tables from the same study; each respondent did two technologies. (CC BY) Kodapanakkal, R. I., Brandt, M. J., Kogler, C., & van Beest, I. (2020). Self-interest and data protection drive the adoption and moral acceptability of big data technologies: A conjoint analysis approach. Computers in Human Behavior, 108, 106303. | link |
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| kodapanakkal_2020_healthcare conjoint · source = "conj" |
MTurk (TurkPrime) participants in 2018 (n = 304) evaluated 12 fixed pairs of versions of a wrist-worn patient vital-sign monitor, varying outcome favourability for the respondent, data sharing (none or one of two partners) and data protection; outcomes: choice of version A, B or neither, and 0-100 moral acceptability of each version. One of six technology tables from the same study; each respondent did two technologies. (CC BY) Kodapanakkal, R. I., Brandt, M. J., Kogler, C., & van Beest, I. (2020). Self-interest and data protection drive the adoption and moral acceptability of big data technologies: A conjoint analysis approach. Computers in Human Behavior, 108, 106303. | link |
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| kodapanakkal_2020_investigations conjoint · source = "conj" |
MTurk (TurkPrime) participants in 2018 (n = 314) evaluated 12 fixed pairs of versions of an aerial camera surveillance technology for solving crimes, varying outcome favourability for the respondent, data sharing (none or one of two partners) and data protection; outcomes: choice of version A, B or neither, and 0-100 moral acceptability of each version. One of six technology tables from the same study; each respondent did two technologies. (CC BY) Kodapanakkal, R. I., Brandt, M. J., Kogler, C., & van Beest, I. (2020). Self-interest and data protection drive the adoption and moral acceptability of big data technologies: A conjoint analysis approach. Computers in Human Behavior, 108, 106303. | link |
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| koelln_2023_party_legitimacy conjoint · source = "conj" |
Danish respondents (n = 4,099 with an outcome of 4,423) each read about one fictitious party whose ideological position (centre, centre-left, centre-right, left-wing, right-wing) and democratic stance (pro- or anti-democratic) were randomized, plus a control with neither; they rated how much the party should be granted the same rights, have its proposals discussed and its decisions accepted, and gave perception ratings. (CC0 1.0) Kölln, A.-K. (2024). When do citizens consider political parties legitimate? British Journal of Political Science, 54(1), 110-128. | link |
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| koenig_2022_ai_in_government | Support for six named uses of AI in public administration and politics, 1-5, answered by 1,115 German survey respondents. Covariates: cov_age, cov_left_right, cov_economic_policy, cov_immigration_policy, cov_ai_evaluation, cov_satisfaction_democracy. (CC0 1.0) König, P. (2022). Replication Data for: Citizen Conceptions of Democracy and Support for Artificial Intelligence in Government and Politics [Dataset]. Harvard Dataverse. | link |
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| koenig_2022_ambiguity_intolerance | Ambiguity intolerance, 6 bipolar statement pairs on a 1-5 scale, answered by 1,115 German survey respondents. Covariates: cov_age, cov_left_right, cov_economic_policy, cov_immigration_policy, cov_ai_evaluation, cov_satisfaction_democracy. (CC0 1.0) König, P. (2022). Replication Data for: Citizen Conceptions of Democracy and Support for Artificial Intelligence in Government and Politics [Dataset]. Harvard Dataverse. | link |
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| koenig_2022_institutional_trust | Trust in the parliament, the justice system, the federal government, political parties and the public administration, 5 items on a 1-7 scale, answered by 1,115 German survey respondents. Covariates: cov_age, cov_left_right, cov_economic_policy, cov_immigration_policy, cov_ai_evaluation, cov_satisfaction_democracy. (CC0 1.0) König, P. (2022). Replication Data for: Citizen Conceptions of Democracy and Support for Artificial Intelligence in Government and Politics [Dataset]. Harvard Dataverse. | link |
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| kohlmann_2016_phq9 | PHQ-9 depressive symptoms over the past two weeks, 9 items scored 0 (not at all) to 3 (nearly every day), patients with clinically confirmed coronary heart disease recruited consecutively at three cardiology sites in Hamburg, Germany. 11,909 responses from 1,337 respondents on 9 items. (CC BY 4.0) Kohlmann, S.; Gierk, B.; Murray, A. M.; Scholl, A.; Lehmann, M.; Lowe, B. (2016). Base Rates of Depressive Symptoms in Patients with Coronary Heart Disease: An Individual Symptom Analysis. PLOS ONE, 11(5), e0156167. https://doi.org/10.1371/journal.pone.0156167 | link |
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| koirala_2024_brief_cope | Brief COPE (28 items), Nepali nursing students, N=317 (CC BY 4.0) Koirala S, Thapa RD, Bhandari S, Rijal A, Thakuri BS, Gauro P (2024). Perceived stress and coping strategies among nursing students towards rejoining college after covid-19 pandemic. PLOS ONE, 19(8), e0305588. https://doi.org/10.1371/journal.pone.0305588 | link |
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| koirala_2024_pss10 | Perceived Stress Scale-10 (10 items), Nepali nursing students, N=317 (CC BY 4.0) Koirala S, Thapa RD, Bhandari S, Rijal A, Thakuri BS, Gauro P (2024). Perceived stress and coping strategies among nursing students towards rejoining college after covid-19 pandemic. PLOS ONE, 19(8), e0305588. https://doi.org/10.1371/journal.pone.0305588 | link |
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| kokoszka_2022_hamd | Hamilton Depression Rating Scale, type 2 diabetes patients, 18 items, N=100 (CC BY 4.0) Kokoszka, A., et al. (2022). Body self-esteem is related to subjective well-being, severity of depressive symptoms, BMI, glycated hemoglobin levels, and diabetes-related distress in type 2 diabetes. PLOS ONE. | link |
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| kokoszka_2022_paid | Problem Areas In Diabetes (PAID) scale, type 2 diabetes patients, 20 items, N=100 (CC BY 4.0) Kokoszka, A., et al. (2022). Body self-esteem is related to subjective well-being, severity of depressive symptoms, BMI, glycated hemoglobin levels, and diabetes-related distress in type 2 diabetes. PLOS ONE. | link |
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| kokoszka_2022_soc | Sense of Coherence Scale, type 2 diabetes patients, 35 items, N=100 (CC BY 4.0) Kokoszka, A., et al. (2022). Body self-esteem is related to subjective well-being, severity of depressive symptoms, BMI, glycated hemoglobin levels, and diabetes-related distress in type 2 diabetes. PLOS ONE. | link |
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| kokoszka_2022_who5 | WHO-5 Well-Being Index, type 2 diabetes patients, 5 items, N=100 (CC BY 4.0) Kokoszka, A., et al. (2022). Body self-esteem is related to subjective well-being, severity of depressive symptoms, BMI, glycated hemoglobin levels, and diabetes-related distress in type 2 diabetes. PLOS ONE. | link |
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| kokoszka_2022_zjn | ZJN scale (unlabeled construct), type 2 diabetes patients, 4 items, N=100 (CC BY 4.0) Kokoszka, A., et al. (2022). Body self-esteem is related to subjective well-being, severity of depressive symptoms, BMI, glycated hemoglobin levels, and diabetes-related distress in type 2 diabetes. PLOS ONE. | link |
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| koksal_2023_life_satisfaction | Life satisfaction, 5 items, 1-7; Turkish employees. 281 respondents x 5 items = 1405 responses. (CC BY 4.0) Koksal, K. (2023). Work-Related Depression and Life Satisfaction: Moderating Effect of Job Guarantee and Psychological Capital [Data set]. Mendeley Data. https://doi.org/10.17632/zhcyyxwpr6 | link |
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| koksal_2023_psycap | Psychological Capital, 24 items, 1-6; Turkish employees. 281 respondents x 24 items = 6744 responses. (CC BY 4.0) Koksal, K. (2023). Work-Related Depression and Life Satisfaction: Moderating Effect of Job Guarantee and Psychological Capital [Data set]. Mendeley Data. https://doi.org/10.17632/zhcyyxwpr6 | link |
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| koksal_2023_work_depression | Work-related depression checklist, 6 items, 1-5; Turkish employees. 281 respondents x 6 items = 1686 responses. (CC BY 4.0) Koksal, K. (2023). Work-Related Depression and Life Satisfaction: Moderating Effect of Job Guarantee and Psychological Capital [Data set]. Mendeley Data. https://doi.org/10.17632/zhcyyxwpr6 | link |
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| kolanska_stronka_2026_climate_anxiety | Climate Anxiety Scale (13 items, cognitive-emotional and functional impairment), 1-5, 375 Polish adults aged 18-90; cov_age, cov_sex, cov_education, cov_marital, cov_residence. (CC BY 4.0) Kolanska-Stronka, M. (2026). Data on Climate Anxiety, General Self-Efficacy and Coping Strategies [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31331989.v1 | link |
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| kolanska_stronka_2026_gses | General Self-Efficacy Scale (GSES), 10 items, 1-4, 375 Polish adults aged 18-90; cov_age, cov_sex, cov_education, cov_marital, cov_residence. (CC BY 4.0) Kolanska-Stronka, M. (2026). Data on Climate Anxiety, General Self-Efficacy and Coping Strategies [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31331989.v1 | link |
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| kolanska_stronka_2026_mini_cope | Brief COPE / Mini-COPE (28 items, 14 two-item strategies), 0-3, 375 Polish adults aged 18-90; cov_age, cov_sex, cov_education, cov_marital, cov_residence. (CC BY 4.0) Kolanska-Stronka, M. (2026). Data on Climate Anxiety, General Self-Efficacy and Coping Strategies [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31331989.v1 | link |
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| kolcava_2021_coregulation conjoint · source = "conj" |
Swiss citizens (n = 1,916, online panel, 2019) read a policy target in one of two green-economy contexts (finance or pesticides) and chose between pairs of reform proposals that varied who decides, how the sector reports, who monitors, and whether binding regulation follows; three forced choices per pair (referendum vote, responsiveness, effectiveness). (CC BY 4.0) Kolcava, D., Rudolph, L., & Bernauer, T. (2021). Citizen preferences on private-public co-regulation in environmental governance: Evidence from Switzerland. Global Environmental Change, 68, 102226. | link |
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| kolcava_2022_supply_chain_belgium conjoint · source = "conj" |
Online respondents in Belgium (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,000 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_canada conjoint · source = "conj" |
Online respondents in Canada (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,001 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_france conjoint · source = "conj" |
Online respondents in France (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,000 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_germany conjoint · source = "conj" |
Online respondents in Germany (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,000 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_italy conjoint · source = "conj" |
Online respondents in Italy (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,000 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_japan conjoint · source = "conj" |
Online respondents in Japan (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,000 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_korea conjoint · source = "conj" |
Online respondents in South Korea (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,000 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_netherlands conjoint · source = "conj" |
Online respondents in the Netherlands (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,000 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_spain conjoint · source = "conj" |
Online respondents in Spain (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,000 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_switzerland conjoint · source = "conj" |
Online respondents in Switzerland (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,000 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_uk conjoint · source = "conj" |
Online respondents in the United Kingdom (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,000 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcava_2022_supply_chain_us conjoint · source = "conj" |
Online respondents in the United States (2021) compared two proposals for a new law requiring companies to disclose environmental and working conditions in their international supply chains, in 5 paired tasks varying which companies the law covers, reporting strictness and government enforcement; they chose one and said whether they favoured each. 2,002 respondents; part of a 12-country study. (CC0 1.0) Kolcava, D., Smith, E. K., & Bernauer, T. (2022). Cross-national public acceptance of sustainable global supply chain policy instruments. Nature Sustainability, 6(1), 69-80. | link |
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| kolcu_2025_mmas | Medication-adherence questionnaire (MMAS, 6 items), pre/post LNG-IUD insertion, N=143 (CC BY 4.0) Kolcu SA, Kara E, Yıldız E, Çetin A (2025). Levonorgestrel-releasing intrauterine device treatment in heavy menstrual bleeding: Correlation with endometrial pathology and quality of life. PLOS ONE, 20(X), e0338480. https://doi.org/10.1371/journal.pone.0338480 | link |
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| koliev_2026_unfccc_reform conjoint · source = "conj" |
COP29 participants (151 state representatives and non-state observers) chose between 2 UNFCCC reform proposals in each of 6 tasks, proposals varying presidency selection, decision-making, implementation focus, representation, role of observers and transparency. (CC0 1.0) Koliev, F., Nasiritousi, N., Buylova, A., & Linnér, B.-O. (2026). Reform preferences of key actors in the UNFCCC process. Nature Climate Change, 16(8), 915-921. | link |
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| kolomiets_2026_career_match | Mini-RIASEC forced-choice career interest assessment (2005 participants, 12 items, 0-5 scale) (CC BY 4.0) NA | link |
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| komalasari_2026_behav_intention | Behavioral intention to adopt a digital vehicle-financing app (3 items, 1-5) from 160 prospective Indonesian users of ACC One. (CC BY 4.0) Komalasari, Y., M. Mamoriska Harahap, S., & Hidayat, A. (2026). Initial Trust in Digital Vehicle Financing: Evidence from Potential ACC One Users [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23808632 | link |
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| komalasari_2026_financial_risk | Perceived financial risk of a digital vehicle-financing app (3 items, 1-5) from 160 prospective Indonesian users of ACC One. (CC BY 4.0) Komalasari, Y., M. Mamoriska Harahap, S., & Hidayat, A. (2026). Initial Trust in Digital Vehicle Financing: Evidence from Potential ACC One Users [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23808632 | link |
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| komalasari_2026_initial_trust | Initial trust in a digital vehicle-financing app (3 items, 1-5) from 160 prospective Indonesian users of ACC One. (CC BY 4.0) Komalasari, Y., M. Mamoriska Harahap, S., & Hidayat, A. (2026). Initial Trust in Digital Vehicle Financing: Evidence from Potential ACC One Users [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23808632 | link |
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| komura_2026_gqs_animacy | Godspeed Questionnaire Series: animacy subscale, human-AI creative collaboration study, 5 items, 1-5, N=148 (CC BY 4.0) Komura, K., & Yamada, S. (2026). Deepening ideas vs. exploring new ones: AI strategy effects in human-AI creative collaboration. PLOS ONE. | link |
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| komura_2026_gqs_anthropomorphism | Godspeed Questionnaire Series: anthropomorphism subscale, human-AI creative collaboration study, 5 items, 1-5, N=148 (CC BY 4.0) Komura, K., & Yamada, S. (2026). Deepening ideas vs. exploring new ones: AI strategy effects in human-AI creative collaboration. PLOS ONE. | link |
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| komura_2026_gqs_likeability | Godspeed Questionnaire Series: likeability subscale, human-AI creative collaboration study, 5 items, 1-5, N=148 (CC BY 4.0) Komura, K., & Yamada, S. (2026). Deepening ideas vs. exploring new ones: AI strategy effects in human-AI creative collaboration. PLOS ONE. | link |
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| komura_2026_gqs_perceived_intelligence | Godspeed Questionnaire Series: perceived intelligence subscale, human-AI creative collaboration study, 5 items, 1-5, N=148 (CC BY 4.0) Komura, K., & Yamada, S. (2026). Deepening ideas vs. exploring new ones: AI strategy effects in human-AI creative collaboration. PLOS ONE. | link |
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| komura_2026_gqs_perceived_safety | Godspeed Questionnaire Series: perceived safety subscale, human-AI creative collaboration study, 3 items, 1-5, N=148 (CC BY 4.0) Komura, K., & Yamada, S. (2026). Deepening ideas vs. exploring new ones: AI strategy effects in human-AI creative collaboration. PLOS ONE. | link |
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| komura_2026_mdmt_capable | Multi-Dimensional Measure of Trust: capable subscale, human-AI creative collaboration study, 4 items, 0-7, N=148 (CC BY 4.0) Komura, K., & Yamada, S. (2026). Deepening ideas vs. exploring new ones: AI strategy effects in human-AI creative collaboration. PLOS ONE. | link |
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| komura_2026_mdmt_ethical | Multi-Dimensional Measure of Trust: ethical subscale, human-AI creative collaboration study, 4 items, 0-7, N=148 (CC BY 4.0) Komura, K., & Yamada, S. (2026). Deepening ideas vs. exploring new ones: AI strategy effects in human-AI creative collaboration. PLOS ONE. | link |
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| komura_2026_mdmt_reliable | Multi-Dimensional Measure of Trust: reliable subscale, human-AI creative collaboration study, 4 items, 0-7, N=148 (CC BY 4.0) Komura, K., & Yamada, S. (2026). Deepening ideas vs. exploring new ones: AI strategy effects in human-AI creative collaboration. PLOS ONE. | link |
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| komura_2026_mdmt_sincere | Multi-Dimensional Measure of Trust: sincere subscale, human-AI creative collaboration study, 4 items, 0-7, N=148 (CC BY 4.0) Komura, K., & Yamada, S. (2026). Deepening ideas vs. exploring new ones: AI strategy effects in human-AI creative collaboration. PLOS ONE. | link |
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| konerding_2019_patientsatisfaction | 7-item short patient satisfaction questionnaire based on SERVQUAL (6 perception items + 1 overall satisfaction item, 1-7 scale), from a survey of N=1884 diabetes and stroke patients across six European countries. (CC BY 4.0) Konerding U, Bowen T, Elkhuizen S, Faubel R, Forte P, Karampli E, et al. (2019) Development of a universal short patient satisfaction questionnaire on the basis of SERVQUAL: Psychometric analyses with data of diabetes and stroke patients from six different European countries. PLoS ONE. | link |
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| konuralp_2026_climate_attitudes | 20 items scored 1-5 on environmental consciousness, political response to climate change, media scepticism and administrative performance, from 532 university students in Igdir, Turkiye. The deposit's 10 multiple-choice climate-knowledge items are excluded: they are raw unordered option codes and no answer key reproduces the deposit's own awareness_score. (CC BY 4.0) Konuralp, E. (2026). igdir_survey_data. Zenodo. | link |
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| konuralp_2026_party_environment | Evaluation of six Turkish political parties' environmental policies, 1-3 (favourable to unfavourable), from the same 532 students in Igdir, Turkiye -- one question stem asked about six parties. (CC BY 4.0) Konuralp, E. (2026). igdir_survey_data. Zenodo. | link |
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| koo_2016_comm_technique_opinion | 18-item scale of nurse practitioners' opinions on the effectiveness of recommended health-literate communication techniques (CC BY 4.0) Koo LW, Horowitz AM, Radice SD, Wang MQ, Kleinman DV (2016) Nurse Practitioners' Use of Communication Techniques: Results of a Maryland Oral Health Literacy Survey. PLoS ONE 11(1): e0146545. | link |
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| koo_2016_comm_technique_use | 12-item scale of nurse practitioners' self-reported frequency of use of recommended health-literate communication techniques (CC BY 4.0) Koo LW, Horowitz AM, Radice SD, Wang MQ, Kleinman DV (2016) Nurse Practitioners' Use of Communication Techniques: Results of a Maryland Oral Health Literacy Survey. PLoS ONE 11(1): e0146545. | link |
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| koob_2026_protest_dimensions conjoint · source = "conj" |
South African respondents (n=1,591) compared two hypothetical service-delivery protests (size, grievance, who is blamed, tactics, duration, police response) in 3 tasks, choosing for each pair the protest they sympathize with more, whose demands they support, that is more of a public disorder, and whose protesters are more deserving. (CC0 1.0) Koob, S. A., & Justesen, M. K. (2026). Fighting for a better life: Protests and public opinion in South Africa. Comparative Political Studies. | link |
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| kopczynski_2021_core_self_evaluations | The 12-item Core Self-Evaluations Scale, resp 1-5. Item text is NOT shipped: the CSES had no rights-register row and this batch wrote one with verdict hold, so the Polish wording sits in the register's notes awaiting one rights check. 1,000 Polish university students surveyed during the COVID-19 pandemic. Item stems and response anchors are in the .sav as variable and value labels. The respondent's place of permanent residence is dropped under the 2026-10-20 geographic ruling, and an age-bracket column that also contained raw ages is dropped as corrupt. (CC BY 4.0) Kopczynski, T., & Bartoszek, A. (2021). COVID-19 anxiety versus well-being - students' sense of support and self-esteem [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.5506610 | link |
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| kopczynski_2021_fcv19s | The 7-item Fear of COVID-19 Scale, resp 1-5. Item text IS shipped in the administered Polish; the FCV-19S is registered ship because its originators published the full scale in their own CC BY article. 1,000 Polish university students surveyed during the COVID-19 pandemic. Item stems and response anchors are in the .sav as variable and value labels. The respondent's place of permanent residence is dropped under the 2026-10-20 geographic ruling, and an age-bracket column that also contained raw ages is dropped as corrupt. (CC BY 4.0) Kopczynski, T., & Bartoszek, A. (2021). COVID-19 anxiety versus well-being - students' sense of support and self-esteem [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.5506610 | link |
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| kopczynski_2021_mspss | The 12-item Multidimensional Scale of Perceived Social Support, resp 1-7. Item text IS shipped in the administered Polish; the MSPSS is registered ship on the originator's own free-to-use statement, and Zimet, Dahlem, Zimet & Farley (1988) J Pers Assess 52:30-41 is the attribution it asks for. 1,000 Polish university students surveyed during the COVID-19 pandemic. Item stems and response anchors are in the .sav as variable and value labels. The respondent's place of permanent residence is dropped under the 2026-10-20 geographic ruling, and an age-bracket column that also contained raw ages is dropped as corrupt. (CC BY 4.0) Kopczynski, T., & Bartoszek, A. (2021). COVID-19 anxiety versus well-being - students' sense of support and self-esteem [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.5506610 | link |
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| kopczynski_2021_pandemic_appraisal | A study-authored 23-adjective checklist rating the pandemic itself (mobilizing, harmful, undeserved, frightening, a chance to change), resp 0-3 from 'zdecydowanie nie' to 'zdecydowanie tak'. Item text IS shipped in the administered Polish, under the deposit's CC BY, with no English gloss. 1,000 Polish university students surveyed during the COVID-19 pandemic. Item stems and response anchors are in the .sav as variable and value labels. The respondent's place of permanent residence is dropped under the 2026-10-20 geographic ruling, and an age-bracket column that also contained raw ages is dropped as corrupt. (CC BY 4.0) Kopczynski, T., & Bartoszek, A. (2021). COVID-19 anxiety versus well-being - students' sense of support and self-esteem [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.5506610 | link |
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| kopczynski_2021_whoqol_bref | 27 items on a 1-5 satisfaction scale. NOT a clean 26-item WHOQOL-BREF: the 26 WHOQOL-BREF items plus a 27th the authors added, kw1_27, 'Jak zadowolony jestes ze studiowania w sposob zdalny?' (satisfaction with studying remotely). It ships in the same table because it was administered in the same block on the same scale. Item text is NOT shipped: the WHOQOL family is registered block. 1,000 Polish university students surveyed during the COVID-19 pandemic. Item stems and response anchors are in the .sav as variable and value labels. The respondent's place of permanent residence is dropped under the 2026-10-20 geographic ruling, and an age-bracket column that also contained raw ages is dropped as corrupt. (CC BY 4.0) Kopczynski, T., & Bartoszek, A. (2021). COVID-19 anxiety versus well-being - students' sense of support and self-esteem [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.5506610 | link |
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| korner_2022_gpsps_s1 | German Personal Sense of Power Scale (GPSPS), 8 items (1-7), 573 German adults (Study 1) with a ~6-week retest and a second retest as waves 2 and 3 (CC BY 4.0) Körner, R., Heydasch, T., & Schütz, A. (2022). It's all about power: Validation of the German Personal Sense of Power Scale. European Journal of Psychological Assessment, 38(1), 36-48. | link |
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| korner_2022_gpsps_s2_partner | German Personal Sense of Power Scale, partner-specific wording (power in one's romantic relationship), 8 items (1-7), 435 adults in relationships (Study 2) (CC BY 4.0) Körner, R., Heydasch, T., & Schütz, A. (2022). It's all about power: Validation of the German Personal Sense of Power Scale. European Journal of Psychological Assessment, 38(1), 36-48. | link |
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| korner_2022_gpsps_s3_clinical | German Personal Sense of Power Scale, 8 items (1-7), clinical sample of 183 adults (Study 3) (CC BY 4.0) Körner, R., Heydasch, T., & Schütz, A. (2022). It's all about power: Validation of the German Personal Sense of Power Scale. European Journal of Psychological Assessment, 38(1), 36-48. | link |
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| korner_2022_gpsps_s4 | German Personal Sense of Power Scale, final 6-item version (1-7), 175 adults after a high- vs low-power autobiographical recall manipulation (Study 4) (CC BY 4.0) Körner, R., Heydasch, T., & Schütz, A. (2022). It's all about power: Validation of the German Personal Sense of Power Scale. European Journal of Psychological Assessment, 38(1), 36-48. | link |
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| korner_2022_gpsps_s5 | German Personal Sense of Power Scale, final 6-item version (1-7), 120 adults after a high- vs low-power role scenario (Study 5) (CC BY 4.0) Körner, R., Heydasch, T., & Schütz, A. (2022). It's all about power: Validation of the German Personal Sense of Power Scale. European Journal of Psychological Assessment, 38(1), 36-48. | link |
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| kosgei_2026_fisheries_literacy | A 28-item fisheries literacy exam (catch identification, regulation, science, economics, ecology) administered to 938 fishers and traders at 37 landing sites on the Kenyan coast, 2020-2024. Each item is scored 1 if answered correctly and 0 if not. cluster_id is an anonymous index of the landing site; the site's name and coordinates are not carried. (CC0 1.0) Kosgei, J. (2026). Fisheries literacy dataset [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/TX683E | link |
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| kotsou_2016_bdi | Beck Depression Inventory, 13 items on a 0-3 scale. 20,202 responses from 1,554 respondents on 13 items. (CC BY 4.0) Kotsou, I. (2016). SCSdata: Validation of the French version of the Self-Compassion Scale [Data set]. figshare. https://doi.org/10.6084/m9.figshare.3122734 | link |
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| kotsou_2016_happiness | Subjective happiness, 4 items on a 1-7 scale. 6,216 responses from 1,554 respondents on 4 items. (CC BY 4.0) Kotsou, I. (2016). SCSdata: Validation of the French version of the Self-Compassion Scale [Data set]. figshare. https://doi.org/10.6084/m9.figshare.3122734 | link |
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| kotsou_2016_life_satisfaction | Life satisfaction, 5 items on a 1-7 scale. 7,770 responses from 1,554 respondents on 5 items. (CC BY 4.0) Kotsou, I. (2016). SCSdata: Validation of the French version of the Self-Compassion Scale [Data set]. figshare. https://doi.org/10.6084/m9.figshare.3122734 | link |
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| kotsou_2016_panas | PANAS, 20 items on a 1-5 scale (stored in the source as the strings A1-A5). 31,080 responses from 1,554 respondents on 20 items. (CC BY 4.0) Kotsou, I. (2016). SCSdata: Validation of the French version of the Self-Compassion Scale [Data set]. figshare. https://doi.org/10.6084/m9.figshare.3122734 | link |
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| kotsou_2016_plc | 15-item scale on a 1-6 scale, administered alongside the French SCS validation. 23,310 responses from 1,554 respondents on 15 items. (CC BY 4.0) Kotsou, I. (2016). SCSdata: Validation of the French version of the Self-Compassion Scale [Data set]. figshare. https://doi.org/10.6084/m9.figshare.3122734 | link |
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| kotsou_2016_scs | Self-Compassion Scale, French version, 26 items on a 1-5 scale. 40,404 responses from 1,554 respondents on 26 items. (CC BY 4.0) Kotsou, I. (2016). SCSdata: Validation of the French version of the Self-Compassion Scale [Data set]. figshare. https://doi.org/10.6084/m9.figshare.3122734 | link |
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| kovacevic_lepojevic_2024_dscs_climate | School climate (Delaware School Climate Survey-Student, Part I, incl. two items added by the authors), 36 items, 1 strongly disagree .. 4 strongly agree, as deposited. 860 secondary-school students (grades 1-4) at six schools in Belgrade, Serbia, 2021, Serbian administration. cluster_id = school. Covariates: sex, grade, age. (CC BY 4.0) Kovacevic Lepojevic M, Trajkovic M, Mijatovic L, Popovic-Citic B, Bukvic L, Kovacevic M, Parausic Marinkovic A, Radulovic M (2024). The relationship between teachers' disciplinary practices and school bullying and students' satisfaction with school: The moderated mediation effects of sex and school belonging. PLOS ONE 19(5): e0303466. | link |
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| kovacevic_lepojevic_2024_dscs_engagement | Student engagement (Delaware Student Engagement Scale), 12 items, 1-4, as deposited. 860 secondary-school students (grades 1-4) at six schools in Belgrade, Serbia, 2021, Serbian administration. cluster_id = school. Covariates: sex, grade, age. (CC BY 4.0) Kovacevic Lepojevic M, Trajkovic M, Mijatovic L, Popovic-Citic B, Bukvic L, Kovacevic M, Parausic Marinkovic A, Radulovic M (2024). The relationship between teachers' disciplinary practices and school bullying and students' satisfaction with school: The moderated mediation effects of sex and school belonging. PLOS ONE 19(5): e0303466. | link |
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| kovacevic_lepojevic_2024_dscs_sel | Social and emotional competencies (Delaware SEC Scale), 12 items, 1-4, as deposited. 860 secondary-school students (grades 1-4) at six schools in Belgrade, Serbia, 2021, Serbian administration. cluster_id = school. Covariates: sex, grade, age. (CC BY 4.0) Kovacevic Lepojevic M, Trajkovic M, Mijatovic L, Popovic-Citic B, Bukvic L, Kovacevic M, Parausic Marinkovic A, Radulovic M (2024). The relationship between teachers' disciplinary practices and school bullying and students' satisfaction with school: The moderated mediation effects of sex and school belonging. PLOS ONE 19(5): e0303466. | link |
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| kovacevic_lepojevic_2024_dscs_techniques | Teachers' positive, punitive and SEL disciplinary techniques (Delaware Techniques Scale), 18 items, 1-4, as deposited. 860 secondary-school students (grades 1-4) at six schools in Belgrade, Serbia, 2021, Serbian administration. cluster_id = school. Covariates: sex, grade, age. (CC BY 4.0) Kovacevic Lepojevic M, Trajkovic M, Mijatovic L, Popovic-Citic B, Bukvic L, Kovacevic M, Parausic Marinkovic A, Radulovic M (2024). The relationship between teachers' disciplinary practices and school bullying and students' satisfaction with school: The moderated mediation effects of sex and school belonging. PLOS ONE 19(5): e0303466. | link |
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| kovacevic_lepojevic_2024_mslss_school | Satisfaction with school (MSLSS school domain), 8 items, 1 strongly disagree .. 6 strongly agree, as deposited. 860 secondary-school students (grades 1-4) at six schools in Belgrade, Serbia, 2021, Serbian administration. cluster_id = school. Covariates: sex, grade, age. (CC BY 4.0) Kovacevic Lepojevic M, Trajkovic M, Mijatovic L, Popovic-Citic B, Bukvic L, Kovacevic M, Parausic Marinkovic A, Radulovic M (2024). The relationship between teachers' disciplinary practices and school bullying and students' satisfaction with school: The moderated mediation effects of sex and school belonging. PLOS ONE 19(5): e0303466. | link |
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| kovacevic_lepojevic_2024_pssm | Psychological Sense of School Membership (PSSM), 18 items, 1 strongly disagree .. 5 strongly agree, as deposited. 860 secondary-school students (grades 1-4) at six schools in Belgrade, Serbia, 2021, Serbian administration. cluster_id = school. Covariates: sex, grade, age. (CC BY 4.0) Kovacevic Lepojevic M, Trajkovic M, Mijatovic L, Popovic-Citic B, Bukvic L, Kovacevic M, Parausic Marinkovic A, Radulovic M (2024). The relationship between teachers' disciplinary practices and school bullying and students' satisfaction with school: The moderated mediation effects of sex and school belonging. PLOS ONE 19(5): e0303466. | link |
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| kowal_2021_kidney_donor_body_image | Body-image questionnaire, living kidney donors, 35 items, 1-5, N=25 (CC BY 4.0) Kowal, K., et al. (2021). Experiencing one's own body and body image in living kidney donors - A sociological and psychological study. PLOS ONE. | link |
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| kozuh_2018_course_attitudes | Attitudes toward the programming course: classroom experience (fun, educational, understandable, difficult, successful), attitude to the course and teacher, classmates useful / a burden, parents' support; 10 items, 1 strongly disagree .. 5 strongly agree, as deposited (difficult and burden NOT reversed). 945 Slovenian primary-school pupils in grades 4-6 taking an elective programming (Scratch) course. Covariates: grade, gender, year of taking the course. (CC BY 4.0) Kožuh I, Krajnc R, Hadjileontiadis LJ, Debevc M (2018). Assessment of problem solving ability in novice programmers. PLOS ONE 13(9): e0201919. | link |
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| kozuh_2018_programming_motivation | Motivation to learn programming, attitude items (5 items), 1 strongly disagree .. 5 strongly agree, as deposited (two negatively keyed items NOT reversed). 945 Slovenian primary-school pupils in grades 4-6 taking an elective programming (Scratch) course. Covariates: grade, gender, year of taking the course. (CC BY 4.0) Kožuh I, Krajnc R, Hadjileontiadis LJ, Debevc M (2018). Assessment of problem solving ability in novice programmers. PLOS ONE 13(9): e0201919. | link |
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| kozuh_2018_programming_tasks | Eight multiple-choice Scratch programming tasks (series of statements, loops, if-clauses, variables; preoperational vs concrete-operational versions). resp = the deposit's scoring (1 correct / 0 wrong, 'don't know' scored 0); resp_raw = option chosen (1-4, 5 = don't know). 945 Slovenian primary-school pupils in grades 4-6 taking an elective programming (Scratch) course. Covariates: grade, gender, year of taking the course. (CC BY 4.0) Kožuh I, Krajnc R, Hadjileontiadis LJ, Debevc M (2018). Assessment of problem solving ability in novice programmers. PLOS ONE 13(9): e0201919. | link |
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| kraft_todd_2017_care_measure | CARE Measure (10 items) rated by patients about physician empathy, pooled across 4 sub-studies (CC BY 4.0) Kraft-Todd GT, Reinero DA, Kelley JM, Heberlein AS, Baer L, Riess H (2017). Empathic nonverbal behavior increases ratings of both warmth and competence in a medical context. PLOS ONE, 12(5), e0177758. https://doi.org/10.1371/journal.pone.0177758 | link |
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| kraft_todd_2017_competence | Competence ratings (5 items) of physicians in a nonverbal-empathy manipulation experiment, pooled across 4 sub-studies (CC BY 4.0) Kraft-Todd GT, Reinero DA, Kelley JM, Heberlein AS, Baer L, Riess H (2017). Empathic nonverbal behavior increases ratings of both warmth and competence in a medical context. PLOS ONE, 12(5), e0177758. https://doi.org/10.1371/journal.pone.0177758 | link |
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| kraft_todd_2017_panas | PANAS (20 items, positive+negative affect) administered in a physician nonverbal-empathy manipulation experiment, pooled across 4 sub-studies (CC BY 4.0) Kraft-Todd GT, Reinero DA, Kelley JM, Heberlein AS, Baer L, Riess H (2017). Empathic nonverbal behavior increases ratings of both warmth and competence in a medical context. PLOS ONE, 12(5), e0177758. https://doi.org/10.1371/journal.pone.0177758 | link |
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| kraft_todd_2017_warmth | Warmth ratings (4 items) of physicians in a nonverbal-empathy manipulation experiment, pooled across 4 sub-studies (CC BY 4.0) Kraft-Todd GT, Reinero DA, Kelley JM, Heberlein AS, Baer L, Riess H (2017). Empathic nonverbal behavior increases ratings of both warmth and competence in a medical context. PLOS ONE, 12(5), e0177758. https://doi.org/10.1371/journal.pone.0177758 | link |
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| krajewski_2025_criminal_opportunities conjoint · source = "conj" |
Criminal-opportunity conjoint: 1,000 adults from a national sample (country not stated in the deposit; payouts in dollars) each chose between two hypothetical criminal opportunities in 5 tasks, varying victim, co-offenders, completion time, payout, payout timing, arrest chance and punishment; forced choice. (CC0 1.0) Krajewski, A. T., Pickett, J. T., & Jacobs, B. A. (2025). How people choose between criminal opportunities. Criminology, 63(3), 639-660. | link |
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| krakowski_2023_informal_justice conjoint · source = "conj" |
Albanian-speaking adults in Kosovo (face-to-face, n = 2,405) each heard 2 dispute vignettes (one civil: inheritance or debt; one criminal: domestic violence or murder) in which the character's wealth, expected speed of the state courts and whether everybody or nobody around them used the state were randomized, then said how the character tried to resolve it and how people should resolve it (state, religious cleric or Kanun mediation). (CC0 1.0) Krakowski, K., & Kursani, S. (2023). Why do people use informal justice? Experimental evidence from Kosovo. Journal of Experimental Political Science. | link |
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| krakowski_2023_violence conjoint · source = "conj" |
Albanian-speaking adults in Kosovo (face-to-face, n = 2,405) each heard 3 vignettes about a young man's political violence (going to fight in Syria, a riot against Serbs in Mitrovica, a violent protest in Prishtina) in which his job situation, attachment to the community and who encouraged him were randomized, and rated how expected his decision was (1 completely expected .. 5 completely unexpected). (CC0 1.0) Krakowski, K., & Kursani, S. (2023). Why do people use informal justice? Experimental evidence from Kosovo. Journal of Experimental Political Science. | link |
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| kramer_2023_efct | Expertise in Facial Comparison Test, 168 same/different face-pair trials scored 1 correct / 0 incorrect, half before (wave 1) and half after (wave 2) a training course; treat = diagnostic-feature training vs control. 220 online adult participants. (CC BY 4.0) Kramer RSS (2023). Face matching and metacognition: investigating individual differences and a training intervention. PeerJ, 11, e14821. https://doi.org/10.7717/peerj.14821 | link |
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| kramer_2023_gfmt2sa | Glasgow Face Matching Test 2 (short version A), 40 same/different face-pair trials scored 1 correct / 0 incorrect. 220 online adult participants. (CC BY 4.0) Kramer RSS (2023). Face matching and metacognition: investigating individual differences and a training intervention. PeerJ, 11, e14821. https://doi.org/10.7717/peerj.14821 | link |
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| kramon_2025_democratic_innovations conjoint · source = "conj" |
Paired conjoint on how a district allocates a public-goods project: 1,043 Ghanaian adults (Ipsos face-to-face, nationally representative, 2023) compared 2 pairs of decision processes (status quo, citizen-elite deliberation, participatory, mini-public) varying party endorsement and whether their community gets the project; choice plus 1-7 fairness and democratic ratings. (CC0 1.0) Kramon, E. (2025). Are democratic innovations legitimate to the broader public? Evidence from survey experiments in Ghana. British Journal of Political Science. | link |
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| kreps_2020_covid_vaccine conjoint · source = "conj" |
COVID-19 vaccine conjoint: 1,971 U.S. adults (Lucid, July 2020) each saw 5 pairs of hypothetical vaccines varying on 7 attributes (efficacy, duration, major and minor side effects, FDA approval, origin, endorsement); choice of vaccine A, B or neither, plus a 7-point likelihood of taking each. (CC0 1.0) Kreps, S., Prasad, S., Brownstein, J. S., Hswen, Y., Garibaldi, B. T., Zhang, B., & Kriner, D. L. (2020). Factors associated with US adults' likelihood of accepting COVID-19 vaccination. JAMA Network Open, 3(10), e2025594. | link |
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| kreps_2021_vaccine_incentives conjoint · source = "conj" |
Single-profile conjoint on COVID-19 vaccines: 1,096 US adults (Lucid, 2020) each judged seven hypothetical vaccines varying cost or financial incentive, FDA approval vs emergency use authorization, efficacy, manufacturer and risk of mild side effects; outcomes are whether they would get the vaccine and a 7-point likelihood. (CC0 1.0) Kreps, S., Dasgupta, N., Brownstein, J. S., Hswen, Y., & Kriner, D. L. (2021). Public attitudes toward COVID-19 vaccination: The role of vaccine attributes, incentives, and misinformation. npj Vaccines, 6, 73. | link |
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| kreps_2023_ai_attitudes | Support, trust, self-assessed understanding and seven belief statements about an AI-enabled technology (10 items, 1-5) after one randomly assigned vignette (control, or cars / social-media moderation / armed drones x AI enhancing / substituting for human judgment) for 1,008 US adults from a Lucid quota sample. (CC0 1.0) Kreps, S., George, J., Lushenko, P., & Rao, A. (2023). Exploring the artificial intelligence "Trust paradox": Evidence from a survey experiment in the United States. PLOS ONE, 18(7), e0288109. https://doi.org/10.1371/journal.pone.0288109 | link |
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| kreps_2023_ai_trust conjoint · source = "conj" |
US Lucid respondents (n=1,008, October 2022) each rated 5 hypothetical AI-enabled technologies varying in domain (cars, armed drones, surgery, content moderation, police surveillance), autonomy, precision and regulator, on 1-5 scales of support for and trust in the use of AI. (CC0 1.0) Kreps, S., George, J., Lushenko, P., & Rao, A. (2023). Exploring the artificial intelligence "Trust paradox": Evidence from a survey experiment in the United States. PLOS ONE, 18(7), e0288109. | link |
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| krewson_2021_judicial_philosophy conjoint · source = "conj" |
US adults (YouGov, 2018; n=1,000) compared 5 pairs of hypothetical Supreme Court nominees described by judicial philosophy, party, ideology, ABA rating, position, law school, demographics and office history; outcomes are a forced choice and a 1-5 rating of each nominee. (CC0 1.0) Krewson, C. N., & Owens, R. J. (2021). Public support for judicial philosophies: Evidence from a conjoint experiment. Journal of Law and Courts, 9(1), 89-110. | link |
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| krishnarajan_2022_pledges_dk conjoint · source = "conj" |
1,786 Denmark adults (YouGov DK, Dec 2018) each judged 4 political statements whose timing, sender (Venstre, Socialdemokratiet, Dansk Folkeparti, Radikale Venstre, Lars Løkke Rasmussen, Mette Frederiksen), commitment wording, numeric goal, policy content, time horizon and condition were randomized; outcomes: is it an election pledge (yes/no), should the sender be held accountable (yes/no), and 1-5 ratings of priority, sender's ability to act, and impossibility of checking. (CC0 1.0) Krishnarajan, S., & Jensen, C. (2022). When is a pledge a pledge? British Journal of Political Science, 52(4), 1911-1922. | link |
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| krishnarajan_2022_pledges_uk conjoint · source = "conj" |
2,038 Britain adults (YouGov GB, Dec 2018) each judged 4 political statements whose timing, sender (Conservatives, Labour, UKIP, Liberal Democrats, Theresa May, Jeremy Corbyn), commitment wording, numeric goal, policy content, time horizon and condition were randomized; outcomes: is it an election pledge (yes/no), should the sender be held accountable (yes/no), and 1-5 ratings of priority, sender's ability to act, and impossibility of checking. (CC0 1.0) Krishnarajan, S., & Jensen, C. (2022). When is a pledge a pledge? British Journal of Political Science, 52(4), 1911-1922. | link |
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| krishnarajan_2022_pledges_us conjoint · source = "conj" |
1,721 United States adults (YouGov US, Feb 2019) each judged 4 political statements whose timing, sender (Republicans, Democrats, Donald Trump, Nancy Pelosi), commitment wording, numeric goal, policy content, time horizon and condition were randomized; outcomes: is it an election pledge (yes/no), should the sender be held accountable (yes/no), and 1-5 ratings of priority, sender's ability to act, and impossibility of checking. (CC0 1.0) Krishnarajan, S., & Jensen, C. (2022). When is a pledge a pledge? British Journal of Political Science, 52(4), 1911-1922. | link |
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| krupnikov_2019_issue_importance rankings · source = "rank" |
Survey ranking question: six policy issues ranked by importance in a five-arm evidence-format experiment, but ONLY the inequality and health-care positions are in the released data; the other four issues are NA for every respondent because they were not released (cov_treat: 0 control, 1 human-interest story, 2 statistics as percentages, 3 statistics as counts, 4 counts with a denominator; 42 rows have no arm). 725 respondents, 2 ranked items, 6 rank positions used, 1450 rows. Only the inequality and health-care positions were released, so the other four issues are NA for every respondent: the missingness is the release's, not the respondent's. One row per respondent x marked position; item = the option as the source prints it, resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Krupnikov, Y. & Levine, A. S. 2019. 'Political Issues, Evidence, and Citizen Engagement: The Case of Unequal Access to Affordable Health Care.' The Journal of Politics 81(2). Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| kruse_2025_expected_contribution conjoint · source = "conj" |
Ethnic-Danish YouGov respondents (n=4,368, Feb-Mar 2022) saw 15 hypothetical male public-goods-game participants, three at a time (name: Danish or Middle Eastern, born in Denmark, religiosity, age, plus treatment-dependent information), chose who would contribute most and rated each one's expected contribution 0-10 (DKK 100 units). (CC0 1.0) Kruse, M. (2025). The correlates of ethnicity: Why the ethnic majority expects that ethnic minorities contribute less to the collective. British Journal of Political Science, 55, e70. | link |
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| ksiazkiewicz_2025_gspq | Genomic Security and Privacy Questionnaire (GSPQ), 73 items, 1-5. 2023 US national sample, 1,808 adults; mixed keying across subscales, not flipped. Covariates: age, gender, education, income. (CC0 1.0) Ksiazkiewicz, Aleksander; Jung, Seyoung; Schneider, Stephen; Qian, Jingyu; Betchley, Jane; Gunter, Carl (2025). Replication Data for: Development and psychometric evaluation of a new genomic security and privacy questionnaire in two national samples of United States residents [dataset]. Harvard Dataverse. | link |
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| kubicka_2025_bas2c | Body Appreciation Scale-2 for Children, 10 items (BAS1-10), 1 never - 5 always; N = 413 Polish children aged 7-13; child covariates. (CC0 1.0) Kubicka, K. (2025). Parent–Child Relationship Quality, Media Ideal Internalization in Shaping Positive Body Image and Self-Esteem in Children [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/WZWS6Q | link |
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| kubicka_2025_csq | Coping Strategies Questionnaire (child form), 20 items answered about the mother (_M) and the father (_O), 0-2; N = 419 Polish children aged 7-13; child covariates. (CC0 1.0) Kubicka, K. (2025). Parent–Child Relationship Quality, Media Ideal Internalization in Shaping Positive Body Image and Self-Esteem in Children [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/WZWS6Q | link |
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| kubicka_2025_media_internalization | Media ideal internalization, 6 items (M1-6), 1-4; N = 410 Polish children aged 7-13; child covariates. (CC0 1.0) Kubicka, K. (2025). Parent–Child Relationship Quality, Media Ideal Internalization in Shaping Positive Body Image and Self-Esteem in Children [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/WZWS6Q | link |
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| kubicka_2025_physical_closeness | Physical Closeness Scale, 6 items (KBF1-6_REK, stored recoded) about the mother (_M) and the father (_O), 1-4; N = 415 Polish children aged 7-13; child covariates. (CC0 1.0) Kubicka, K. (2025). Parent–Child Relationship Quality, Media Ideal Internalization in Shaping Positive Body Image and Self-Esteem in Children [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/WZWS6Q | link |
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| kubicka_2025_security_scale | Security Scale, 15 items (SS21-35) answered about the mother (_M) and the father (_O), 1-4; N = 418 Polish children aged 7-13; child covariates. (CC0 1.0) Kubicka, K. (2025). Parent–Child Relationship Quality, Media Ideal Internalization in Shaping Positive Body Image and Self-Esteem in Children [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/WZWS6Q | link |
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| kubilay_2023_scam_confidence | Confidence ratings accompanying the twelve scam-identification vignettes in a Kenyan online sample of 1,000 adults: a five-point confidence scale shown on the same page immediately after each classification. (CC0 1.0) Kubilay, E., Raiber, E., Spantig, L., Cahlikova, J., & Kaaria, L. (2023). Can you spot a scam? Measuring and improving scam identification ability. Journal of Development Economics, 165, 103147. | link |
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| kubilay_2023_scam_identification | Scam identification ability in a Kenyan online sample of 1,000 adults: twelve phone-message vignettes (eight scams, four genuine) each classified as a scam or not, with the per-vignette page time as rt. Part of an experiment delivering scam-spotting tips between two fixed blocks of six vignettes. (CC0 1.0) Kubilay, E., Raiber, E., Spantig, L., Cahlikova, J., & Kaaria, L. (2023). Can you spot a scam? Measuring and improving scam identification ability. Journal of Development Economics, 165, 103147. | link |
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| kubota_2020_epds | Edinburgh Postnatal Depression Scale (Japanese), 10 items, 0-3 as scored. 558 pregnant women at four Nagoya hospitals (cluster_id = hospital). Covariates: age, parity, years of schooling. (CC BY 4.0) Kubota C, Inada T, Nakamura Y, Shiino T, Ando M, Aleksic B, et al. (2020) Validation and factor structure of the Japanese version of the inventory to diagnose depression, lifetime version for pregnant women. PLoS ONE 15(6): e0234240. https://doi.org/10.1371/journal.pone.0234240 | link |
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| kubota_2020_iddl | Inventory to Diagnose Depression, Lifetime version (Japanese), 22 symptom items, 0-4. 558 pregnant women at four Nagoya hospitals (cluster_id = hospital). Covariates: age, parity, years of schooling. (CC BY 4.0) Kubota C, Inada T, Nakamura Y, Shiino T, Ando M, Aleksic B, et al. (2020) Validation and factor structure of the Japanese version of the inventory to diagnose depression, lifetime version for pregnant women. PLoS ONE 15(6): e0234240. https://doi.org/10.1371/journal.pone.0234240 | link |
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| kuczyk_2024_facemask_fba | 42-item scale (5-pt agreement) on expectations/experiences with wearing face masks in German inpatient/day hospitals (CC BY 4.0) Kuczyk C, Muench K, Noehre M, et al. (2024) Development and testing of a questionnaire on the expectations and experiences with wearing face masks in inpatient and day hospitals. PLoS ONE. | link |
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| kuczyk_2024_facemask_fbe | 27-item scale (5-pt agreement) on expectations/experiences with wearing face masks in German inpatient/day hospitals (CC BY 4.0) Kuczyk C, Muench K, Noehre M, et al. (2024) Development and testing of a questionnaire on the expectations and experiences with wearing face masks in inpatient and day hospitals. PLoS ONE. | link |
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| kuecuekbalaban_2017_selftest conjoint · source = "conj" |
208 German students each rated 6 text vignettes (one per application purpose) describing a diagnostic self-test, varying seriousness of the situation, test setting, analysis and feedback, expertise of the tested person and emotional support; outcome is the intention to use the test on a 1-100 visual analogue scale. (CC BY 4.0) Kuecuekbalaban, P., Rostalski, T., Schmidt, S., & Muehlan, H. (2017). Psychological, situational and application-related determinants of the intention to self-test: A factorial survey among students. BMC Health Services Research, 17. | link |
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| kuehner_2017_mw_rumination | Lab meets real life: mind-wandering and rumination ratings across 50 experience-sampling probes (CC BY 4.0) Kuehner, C., Welz, A., Reinhard, I. et al. (2017). Lab meets real life: A laboratory assessment of spontaneous thought and its ecological validity. PLOS ONE. https://doi.org/10.1371/journal.pone.0184488 | link |
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| kuhlmann_2021_schiphol_noise_annoyance | Noise annoyance at home over the past 12 months (ISO/TS 15666), 0 not at all - 10 extremely, for 7 sources: road traffic, neighbours, trains, air traffic, companies/industry, construction/demolition, loitering youth. 1,212 residents aged 18+ around Schiphol Airport, Netherlands, survey November 2018 - October 2019 (ANIMA project). Covariates: sex, age, housing tenure, aircraft-noise zone (inner area, outer area, outside contour), survey month. (CC BY 4.0) Kuhlmann J, Rajé F, Richard I, Ohlenforst B (2021). Evaluations of previous interventions in improving quality of life (ANIMA ST3.1.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.4655400 | link |
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| kuhlmann_2021_schiphol_sleep_disturbance | Sleep disturbance by noise over the past 12 months (ISO/TS 15666), 0 not at all - 10 extremely, for 7 sources: road traffic, neighbours, trains, air traffic, companies/industry, construction/demolition, loitering youth. 1,212 residents aged 18+ around Schiphol Airport, Netherlands, survey November 2018 - October 2019 (ANIMA project). Covariates: sex, age, housing tenure, aircraft-noise zone (inner area, outer area, outside contour), survey month. (CC BY 4.0) Kuhlmann J, Rajé F, Richard I, Ohlenforst B (2021). Evaluations of previous interventions in improving quality of life (ANIMA ST3.1.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.4655400 | link |
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| kuhlmann_2021_schiphol_worries | Worries about 9 local and environmental topics (security, climate change, CO2 emissions, fine dust, air pollution, noise, busy feeder roads, parking, public transport), 1 a lot of worries - 3 no worries. 1,212 residents aged 18+ around Schiphol Airport, Netherlands, survey November 2018 - October 2019 (ANIMA project). Covariates: sex, age, housing tenure, aircraft-noise zone (inner area, outer area, outside contour), survey month. (CC BY 4.0) Kuhlmann J, Rajé F, Richard I, Ohlenforst B (2021). Evaluations of previous interventions in improving quality of life (ANIMA ST3.1.2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.4655400 | link |
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| kul_2026_academic_buoyancy | Academic Buoyancy Scale (Martin & Marsh 2008), Turkish adaptation (4 items, 1-5) for 443 Turkish middle-school students. (CC BY 4.0) Kul, Ü., Çelik Demirci, S., & Korkmaz, S. (2026). Math Anxiety and Everyday Resilience in High-Stakes Contexts [Data set]. figshare. https://doi.org/10.6084/m9.figshare.30384058.v3 | link |
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| kul_2026_math_self_concept | Mathematics self-concept (4 items adapted from Marsh 1990, 1-5) for 443 Turkish middle-school students. (CC BY 4.0) Kul, Ü., Çelik Demirci, S., & Korkmaz, S. (2026). Math Anxiety and Everyday Resilience in High-Stakes Contexts [Data set]. figshare. https://doi.org/10.6084/m9.figshare.30384058.v3 | link |
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| kul_2026_math_self_efficacy | Mathematics self-efficacy (4 items adapted from PISA 2003, 1-5) for 443 Turkish middle-school students. (CC BY 4.0) Kul, Ü., Çelik Demirci, S., & Korkmaz, S. (2026). Math Anxiety and Everyday Resilience in High-Stakes Contexts [Data set]. figshare. https://doi.org/10.6084/m9.figshare.30384058.v3 | link |
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| kumlander_2018_bdi | Revised (Raitasalo) Beck Depression Inventory, 13 items on a 1-5 scale, Finnish sample; first measurement wave only. 14,791 responses from 1,703 respondents on 13 items. (CC BY 4.0) Kumlander, S., Lahtinen, O., Turunen, T., & Salmivalli, C. (2018). Two is more valid than one, but is six even better? The factor structure of the Self-Compassion Scale (SCS). PLOS ONE, 13(12), e0207706. https://doi.org/10.1371/journal.pone.0207706 | link |
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| kumlander_2018_scs | Self-Compassion Scale (SCS), 26 items on a 1-5 scale, Finnish sample; first measurement wave only. 29,639 responses from 1,710 respondents on 26 items. (CC BY 4.0) Kumlander, S., Lahtinen, O., Turunen, T., & Salmivalli, C. (2018). Two is more valid than one, but is six even better? The factor structure of the Self-Compassion Scale (SCS). PLOS ONE, 13(12), e0207706. https://doi.org/10.1371/journal.pone.0207706 | link |
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| kurach2026_financial_literacy | Financial literacy quiz (3 items, binary correct/incorrect) under intrinsic/extrinsic motivation treatment conditions, N=778 (CC0 1.0) Kurach, R. (2026). Replication Data for: Financial literacy under intrinsic and extrinsic motivation. A survey-experimental research. Harvard Dataverse. | link |
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| kushnir2017_anrt | Attitudes toward Nicotine Replacement Therapy (ANRT; 12 items); N=316; 1-5 ordinal (text labels recoded) (CC0 1.0) Kushnir, V. (2017). Data Set for Unassisted Smoking Cessation: The Role of Motivation and Personality Factors [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/8LBLYS | link |
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| kushnir2017_bfi | Big Five Inventory (BFI-44) in smoking cessation study; N=319; 1-5 ordinal (text labels recoded) (CC0 1.0) Kushnir, V. (2017). Data Set for Unassisted Smoking Cessation: The Role of Motivation and Personality Factors [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/8LBLYS | link |
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| kushnir2017_ftnd | Fagerström Test for Nicotine Dependence (FTND; 6 items) in unassisted smoking cessation study; N=319; ordinal 0-3 (standard FTND scoring) (CC0 1.0) Kushnir, V. (2017). Data Set for Unassisted Smoking Cessation: The Role of Motivation and Personality Factors [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/8LBLYS | link |
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| kushnir2017_tsrq | Treatment Self-Regulation Questionnaire (TSRQ; 15 items) in smoking cessation study; N=319; 1-7 (CC0 1.0) Kushnir, V. (2017). Data Set for Unassisted Smoking Cessation: The Role of Motivation and Personality Factors [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/8LBLYS | link |
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| kustov_2026_populism_mobilization conjoint · source = "conj" |
US adults (n = 3,502) chose, or abstained, between pairs of hypothetical candidates described by occupation, office experience and three campaign statements (populist or liberal-democratic rhetoric on pluralism and moralism, and a policy position); 8 pairs each. (CC0 1.0) Kustov, A., & Dai, Y. (2026). What is populism good for? An experimental test of mobilization effects. Research & Politics. | link |
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| kwiatkowska_2022_bemas | Dispositional benign and malicious envy (Benign and Malicious Envy Scale, BeMaS) (CC BY 4.0) Kwiatkowska, M.M., Rogoza, R. & Volkodav, T. Psychometric properties of the benign and malicious envy scale: Assessment of structure, reliability, and measurement invariance across the United States, Germany, Russia, and Poland. Curr Psychol 41, 2908–2918 (2022). | link |
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| kyrkopoulou_2026_immigrants_greece conjoint · source = "conj" |
Paired conjoint: 2,007 Greek adults (Cint/Qualtrics) chose between two hypothetical immigrants in each of 5 tasks; profiles varied gender and skin tone (apparently via photo), region of origin, occupation, language skills, religion, marital status and residence, with levels in Greek. (CC0 1.0) Kyrkopoulou, E., & Sambanis, N. (2026). O Xenos: Racial difference, colorism, and attitudes toward immigrants in Greece. Political Behavior. | link |
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| lai_2023_parent_relation_father | 20-item Parent-Child Relationship scale, father report (1-6 scale), from a survey of N=1323 Chinese adolescents on AI in education and social adaptability. (CC BY 4.0) Lai T, Xie C, Ruan M, Wang Z, Lu H, Fu S (2023) Influence of artificial intelligence in education on adolescents' social adaptability: The mediatory role of social support. PLoS ONE. | link |
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| lai_2023_parent_relation_mother | 20-item Parent-Child Relationship scale, mother report (1-6 scale), from a survey of N=1322 Chinese adolescents on AI in education and social adaptability. (CC BY 4.0) Lai T, Xie C, Ruan M, Wang Z, Lu H, Fu S (2023) Influence of artificial intelligence in education on adolescents' social adaptability: The mediatory role of social support. PLoS ONE. | link |
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| lai_2023_peer_relationship | 18-item Peer-Relationship Scale (0-6 scale), from a survey of N=1324 Chinese adolescents on AI in education and social adaptability. (CC BY 4.0) Lai T, Xie C, Ruan M, Wang Z, Lu H, Fu S (2023) Influence of artificial intelligence in education on adolescents' social adaptability: The mediatory role of social support. PLoS ONE. | link |
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| lai_2023_social_adaptability | 18-item Social Adaptability Scale (1-5 scale), from a survey of N=1323 Chinese adolescents on AI in education and social adaptability. (CC BY 4.0) Lai T, Xie C, Ruan M, Wang Z, Lu H, Fu S (2023) Influence of artificial intelligence in education on adolescents' social adaptability: The mediatory role of social support. PLoS ONE. | link |
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| lai_2023_teacher_student_rel | 7-item Teacher-Student Relationship scale (0-6 scale), from a survey of N=1323 Chinese adolescents on AI in education and social adaptability. (CC BY 4.0) Lai T, Xie C, Ruan M, Wang Z, Lu H, Fu S (2023) Influence of artificial intelligence in education on adolescents' social adaptability: The mediatory role of social support. PLoS ONE. | link |
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| laksmita_2020_mspss | Multidimensional Scale of Perceived Social Support, Indonesian adolescent disaster survivors (CC BY 4.0) Laksmita OD, Chung M, Liao Y, Chang P (2020). Multidimensional Scale of Perceived Social Support in Indonesian adolescent disaster survivors: A psychometric evaluation. PLOS ONE, 15(3), e0229958. https://doi.org/10.1371/journal.pone.0229958 | link |
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| lam_2015_chq12 | Chinese Health Questionnaire-12, 12 items, 0-3. 290 Hong Kong Chinese adults (167 HBsAg carriers, 123 non-patients). Covariate: group. (CC BY 4.0) Lam WWT, Liao Q, Wong JHF, Lai CL, Yuen MF, Tsang JWH, et al. (2015) Measuring and Validating a General Cancer Predisposition Perception Scale: An Adaptation of the Revised-IPQ-Genetic Predisposition Scale. PLoS ONE 10(11): e0142620. https://doi.org/10.1371/journal.pone.0142620 | link |
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| lam_2015_clotr | Chinese Life Orientation Test-Revised, 6 items, 1-4. 450 Hong Kong Chinese adults (148 healthy controls, 150 current smokers, 152 passive smokers). Covariate: group. (CC BY 4.0) Lam WWT, Liao Q, Wong JHF, Lai CL, Yuen MF, Tsang JWH, et al. (2015) Measuring and Validating a General Cancer Predisposition Perception Scale: An Adaptation of the Revised-IPQ-Genetic Predisposition Scale. PLoS ONE 10(11): e0142620. https://doi.org/10.1371/journal.pone.0142620 | link |
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| lam_2015_cpps_stage1 | Draft Cancer Predisposition Perception Scale (28 items adapted from the IPQ-R-GP), 1-5. Stage I: 290 Hong Kong Chinese adults (167 HBsAg carriers, 123 non-patients). Covariate: group. (CC BY 4.0) Lam WWT, Liao Q, Wong JHF, Lai CL, Yuen MF, Tsang JWH, et al. (2015) Measuring and Validating a General Cancer Predisposition Perception Scale: An Adaptation of the Revised-IPQ-Genetic Predisposition Scale. PLoS ONE 10(11): e0142620. https://doi.org/10.1371/journal.pone.0142620 | link |
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| lam_2015_cpps_stage2 | Draft Cancer Predisposition Perception Scale (28 items adapted from the IPQ-R-GP), 1-5. Stage II: 450 Hong Kong Chinese adults (148 healthy controls, 150 current smokers, 152 passive smokers). Covariate: group. (CC BY 4.0) Lam WWT, Liao Q, Wong JHF, Lai CL, Yuen MF, Tsang JWH, et al. (2015) Measuring and Validating a General Cancer Predisposition Perception Scale: An Adaptation of the Revised-IPQ-Genetic Predisposition Scale. PLoS ONE 10(11): e0142620. https://doi.org/10.1371/journal.pone.0142620 | link |
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| lam_2015_gses | Chinese General Self-Efficacy Scale, 10 items, 1-4. 740 Hong Kong Chinese adults across two samples (cov_study: Stage I HBsAg carriers and non-patients; Stage II smokers, passive smokers and controls). Covariates: study, group. (CC BY 4.0) Lam WWT, Liao Q, Wong JHF, Lai CL, Yuen MF, Tsang JWH, et al. (2015) Measuring and Validating a General Cancer Predisposition Perception Scale: An Adaptation of the Revised-IPQ-Genetic Predisposition Scale. PLoS ONE 10(11): e0142620. https://doi.org/10.1371/journal.pone.0142620 | link |
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| landgrave_2025_pac_contributions conjoint · source = "conj" |
US respondents in the UC Riverside module of the 2020 CCES (n = 1,000) each rated one hypothetical congressional candidate whose PAC-contribution policy (accepts/doesn't), prior elected experience (none/councilmember/mayor) and gender were randomized; candidate party matched the respondent's party. Outcomes: likelihood of voting for, donating to, and trustworthiness of the candidate (7-point). (CC0 1.0) Landgrave, M., Jenkins, N. R., & Hardesty, A. J. (2025). Do congressional candidates benefit from rejecting PAC contributions? Evidence from a pre-registered candidate evaluation survey experiment. Research & Politics, 12(3). | link |
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| lane_2020_pss | Perceived Stress Scale (PSS-10), 10 items, 0-4. Final-year medical students, University College Dublin, Ireland (2017). N=161. (CC0 1.0) Lane A, McGrath J, Cleary E, Guerandel A, Malone KM (2020). Worried, weary and worn out: mixed-method study of stress and well-being in final-year medical students. BMJ Open, 10(12), e040245. https://doi.org/10.1136/bmjopen-2020-040245 | link |
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| lapietra_2026_volcanic_risk_perception | Volcanic risk perception, 15 items on a 1-5 ordinal scale, residents of 43 municipalities in the Vesuvius area; the person key is the (sample, record) pair. 163,575 responses from 10,905 respondents on 15 items. (CC BY 4.0) Lapietra, I., Mele, D., & Dellino, P. (2026). Variables and indicators of volcanic risk perception in the Vesuvius area [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19473011 | link |
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| lara_2022_cfq_g56 | Contextual Factors Questionnaire (family, teacher and peer support), COVID-adapted grades 5-6 version, 18 items, 1-5. 334 Chilean municipal-school pupils. No covariates. (CC BY 4.0) Lara L, Saracostti M, de-Toro X (2022) Adaptation and psychometric properties of the school engagement and contextual factors questionnaires for Covid-19 and post Covid-19 context. PLoS ONE 17(9): e0272871. https://doi.org/10.1371/journal.pone.0272871 | link |
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| lara_2022_cfq_g78 | Contextual Factors Questionnaire (family, teacher and peer support), COVID-adapted grades 7-8 version, 18 items, 1-5. 579 Chilean municipal-school pupils. No covariates. (CC BY 4.0) Lara L, Saracostti M, de-Toro X (2022) Adaptation and psychometric properties of the school engagement and contextual factors questionnaires for Covid-19 and post Covid-19 context. PLoS ONE 17(9): e0272871. https://doi.org/10.1371/journal.pone.0272871 | link |
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| lara_2022_sce_g56 | School Engagement Questionnaire, COVID-adapted grades 5-6 version, 29 items (affective, cognitive, behavioural), 1-5. 334 Chilean municipal-school pupils. No covariates. (CC BY 4.0) Lara L, Saracostti M, de-Toro X (2022) Adaptation and psychometric properties of the school engagement and contextual factors questionnaires for Covid-19 and post Covid-19 context. PLoS ONE 17(9): e0272871. https://doi.org/10.1371/journal.pone.0272871 | link |
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| lara_2022_sce_g78 | School Engagement Questionnaire, COVID-adapted grades 7-8 version, 29 items (affective, cognitive, behavioural), 1-5. 579 Chilean municipal-school pupils. No covariates. (CC BY 4.0) Lara L, Saracostti M, de-Toro X (2022) Adaptation and psychometric properties of the school engagement and contextual factors questionnaires for Covid-19 and post Covid-19 context. PLoS ONE 17(9): e0272871. https://doi.org/10.1371/journal.pone.0272871 | link |
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| lara_2024_equality_mobility conjoint · source = "conj" |
US MTurk respondents (2021; 1,458, of whom 1,249 form the authors' quota sample) chose four times between two hypothetical societies varying bottom-20%, middle-60% and top-20% incomes and upward income mobility, under a 'distant society' or 'nearby society' framing. (CC0 1.0) Lara E., B., & Shores, K. A. (2024). Measuring preferences for income equality and income mobility. Review of Economics and Statistics, 106(6), 1542-1557. | link |
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| larsen_2024_apartment_opposition conjoint · source = "conj" |
Danish adults (n=13,040) each read one text vignette about a development the municipal council is considering, randomized in building type (social, owner-occupied, rental housing, offices, retail), floor area (500, 1.000, 10.000) and height (1-7 storeys), and gave support for the project (7-point plus don't know) and four agree/disagree beliefs about its effects. (CC0 1.0) Larsen, M. V., & Nyholt, N. (2024). Understanding opposition to apartment buildings. Journal of Political Institutions and Political Economy. | link |
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| larsen_2025_welfare_chauvinism conjoint · source = "conj" |
Paired conjoint on Danish social-assistance reform: 1,287 Danish online respondents (May 2022) chose between 2 reform proposals in each of 4 tasks; proposals varied the proposing bloc, work and residence requirements, benefit rates for non-citizens, disabled people and parents, sanctions, job-offer and job-training requirements and tax cost. Outcome is a forced choice. (CC0 1.0) Larsen, M. H. (2025). Politics of welfare exclusion: Open and concealed welfare chauvinism and public support for social assistance reform. Acta Sociologica. | link |
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| larsen_2026_local_preservation conjoint · source = "conj" |
28,850 Danish adults each read one vignette about a hypothetical construction project in their municipality, randomized in project type (9), size (3), height (4) and distance from home (10 bands, shown on a personalized map and/or in text; a control group got neither), and rated support and perceived impacts. (CC0 1.0) Larsen, M. V., & Nyholt, N. (2026). Understanding nimbyism as local preservationism. The Journal of Politics. | link |
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| laterzo_2023_crime_candidates conjoint · source = "conj" |
Paired candidate conjoint on crime policy: 2,688 online respondents in Argentina and Brazil each chose between two candidates in 5 pairs varying sex and positions on abortion, taxes, same-sex marriage, the environment and crime (social programs vs punitive policing). (CC0 1.0) Laterzo, I. G. (2023). Progressive ideology and support for punitive crime policy: Evidence from Argentina and Brazil. Comparative Political Studies. | link |
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| laterzotingley_2024_crime_national conjoint · source = "conj" |
Respondents from a US national online sample (1,499) chose between two hypothetical candidates in five pairs varying gender, race, tax position, crime platform (prevention vs tough on crime) and education policy. (CC0 1.0) Laterzo-Tingley, I., & Christiani, L. (2024). The “tough-on-crime” left: Race, gender, and elections of law-and-order Democrats. Research & Politics, 11(3). | link |
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| laterzotingley_2024_crime_students conjoint · source = "conj" |
Respondents from a US student sample (713) chose between two hypothetical candidates in five pairs varying gender, race, tax position, crime platform (prevention vs tough on crime) and education policy. (CC0 1.0) Laterzo-Tingley, I., & Christiani, L. (2024). The “tough-on-crime” left: Race, gender, and elections of law-and-order Democrats. Research & Politics, 11(3). | link |
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| latifi_2026_insect_fear | 32-item Insect Fear Questionnaire for school-aged children in Iran (1-5 fear-intensity scale), with demographic/family covariates (CC BY 4.0) Latifi A, Farahbakhsh M, Yousefi S, Azimi S, Alizadeh M, Jafari-Koshki T, Soltani A, Rahimi S, Abbasi M (2026) Development and psychometric validation of the insect fear questionnaire for school-aged children in Iran. PLoS ONE. | link |
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| laustsen_2023_candidate_names conjoint · source = "conj" |
Name vignette experiment: 1,116 Danish adults (YouGov) each read one description of a fictitious Folketing candidate named Søren, Susanne, Mohammed or Fatima (candidate sex x ethnicity) and rated the candidate as a politician (0-10). (CC0 1.0) Laustsen, L., & Gothreau, C. (2023). Diskriminerer danske vælgere kvindelige og etniske minoritetskandidater? Resultater fra et surveyeksperiment. Politica, 55(4), 349-369. | link |
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| lavallee_2019_cas | Casual attribution scale, children, 24 items, binary, N=280 (CC BY 4.0) Lavallee, K. L., et al. (2019). Beliefs about the controllability of social characteristics and children's jealous responses to outsiders' interference in friendship. PLOS ONE. | link |
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| lavallee_2019_harmony | Friendship harmony scale, children, 14 items, N=280 (CC BY 4.0) Lavallee, K. L., et al. (2019). Beliefs about the controllability of social characteristics and children's jealous responses to outsiders' interference in friendship. PLOS ONE. | link |
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| lavallee_2019_jealousy | Jealousy scale, children, 10 items, N=280 (CC BY 4.0) Lavallee, K. L., et al. (2019). Beliefs about the controllability of social characteristics and children's jealous responses to outsiders' interference in friendship. PLOS ONE. | link |
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| lavallee_2019_loneliness | Loneliness scale, children, 3 items, N=278 (CC BY 4.0) Lavallee, K. L., et al. (2019). Beliefs about the controllability of social characteristics and children's jealous responses to outsiders' interference in friendship. PLOS ONE. | link |
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| lavallee_2019_oseb | Other social-emotional-behavior beliefs scale, children, 3 items, N=278 (CC BY 4.0) Lavallee, K. L., et al. (2019). Beliefs about the controllability of social characteristics and children's jealous responses to outsiders' interference in friendship. PLOS ONE. | link |
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| lavallee_2019_sseb | Self social-emotional-behavior beliefs scale, children, 3 items, N=278 (CC BY 4.0) Lavallee, K. L., et al. (2019). Beliefs about the controllability of social characteristics and children's jealous responses to outsiders' interference in friendship. PLOS ONE. | link |
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| lavigne_2026_misinfo_attitudes | Eight agreement statements on misinformation (misinfo_exp1_1-5: discourse bias, impartial facts, free expression, leader honesty) and content moderation / government measures (misinfo_attitudes2_1-3), 1-5, 6 = don't know set missing; N = 1,500 Quebec panelists; cov_prompt (randomised prompt), cov_ideology, demographics. (CC0 1.0) Lavigne, M. (2026). Replication Data for: The politicization of attitudes towards misinformation: how ideology shapes epistemic beliefs, normative judgments, and policy support [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/XRMB5G | link |
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| lazar_2020_dtas | Digital technology adoption (Blended Learning Scale) item pool, 1 completely disagree .. 5 completely agree: familiarity with digital tools (R), obstacles (CR), feelings (AT, raw), perceived ease of use (PEU), perceived usefulness (OR), intention to use (BU). Four independent samples of Romanian university students (Stage 1 n=250 answered 36 items; Stages 2-4 n=206, 262, 310 answered 32), stacked with cov_stage. Covariates: stage, university, field of study, degree level, age. (CC BY 4.0) Lazar IM, Panisoara G, Panisoara IO (2020). Digital technology adoption scale in the blended learning context in higher education: Development, validation and testing of a specific tool. PLOS ONE 15(7): e0235957. | link |
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| le_2024_digicas_hps | Digital Competence Assessment Scale for Health Professions Students, 37 items (1 very unlikely - 5 very likely); N = 351 Vietnamese health-professions students; cov_gender, cov_age, cov_year, cov_major, cov_device. (CC BY 4.0) Le, C. N., Nguyen, U., & Le, M. L. (2024). Development and validation of digital competence assessment scale for health professions students (DigiCAS-HPS) during post-COVID-19 new normal era [data]. Mendeley Data. https://doi.org/10.17632/z9w44pc4dp | link |
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| le_2026_agentic_engagement | 5 agentic-engagement items, 1-4, same respondents. (CC BY 4.0) Le, T. D. L., & Duong, M. T. (2026). Dataset for the Validation of an L2 Student Engagement Scale: Evidence from a Vietnamese context. figshare. | link |
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| le_2026_behavioural_engagement | 5 behavioural-engagement items, 1-5, from 276 Vietnamese L2 learners. (CC BY 4.0) Le, T. D. L., & Duong, M. T. (2026). Dataset for the Validation of an L2 Student Engagement Scale: Evidence from a Vietnamese context. figshare. | link |
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| le_2026_cognitive_engagement | 6 cognitive-engagement items, 1-5. (CC BY 4.0) Le, T. D. L., & Duong, M. T. (2026). Dataset for the Validation of an L2 Student Engagement Scale: Evidence from a Vietnamese context. figshare. | link |
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| le_2026_emotional_engagement | 5 emotional-engagement items, 1-5. (CC BY 4.0) Le, T. D. L., & Duong, M. T. (2026). Dataset for the Validation of an L2 Student Engagement Scale: Evidence from a Vietnamese context. figshare. | link |
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| leal_2022_cyber_attribution conjoint · source = "conj" |
US MTurk respondents (spring 2019, second wave of a panel; 1,233 respondents) compared five pairs of hypothetical cyberattacks varying target, damage, deaths, perpetrator type and origin, purpose, intelligence-community confidence, expert agreement and a policymaker's reaction. Outcomes per scenario: 0-100 confidence in the attribution, 0-100 severity, and support (1/0) for six foreign-policy responses or six criminal sentences. (CC0 1.0) Leal, M., & Musgrave, P. (2022). Cheerleading in cyberspace: How the American public judges attribution claims for cyberattacks. Foreign Policy Analysis, 18(2), orac003. | link |
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| leal_soto_2017_ebi | Epistemic Belief Inventory (Schraw, Bendixen & Dunkle 2002), Spanish, 28 items, 1-5, as deposited (no item reversed). 1,785 Chilean secondary and university students in Iquique and Arica. Covariates: age, sex, city. (CC BY 4.0) Leal-Soto F, Ferrer-Urbina R (2017). Three-factor structure for Epistemic Belief Inventory: A cross-validation study. PLOS ONE 12(3): e0173295. | link |
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| lec5_xiong_2025 | Item-response level data from the Life Events Checklist for DSM-5 (LEC-5), administered to the same four Chinese samples, measuring lifetime exposure to potentially traumatic events (CC BY 4.0) Xiong, X., Zhan, N., Zou, J., Xu, F., & Geng, F. (2025). Factor structure, measurement invariance, and psychometric properties of the brief version of difficulties in emotion regulation scale (DERS-16) across four Chinese samples. Personality and Individual Differences, 246, 113343. https://doi.org/10.1016/j.paid.2025.113343 | link |
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| lee2024_relative_clause | English relative clause comprehension test (binary; Korean high school students; Rasch modeling) (CC0 1.0) Lee, M. H. (2024). Advancing the Study of English Relative Clause Acquisition: A Rasch Modelling Approach [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/K0SRS8 | link |
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| lee_2015_cbcl | 100-item Korean Child Behavior Checklist (CBCL, 0-2 scale), n=189 (CC BY 4.0) Lee et al. (2015). The association of parental temperament and character on their children's behavior problems. PeerJ. | link |
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| lee_2019_academic_motivation_scale | Academic Motivation of Incoming Freshmen (2019). IRW table lee_2019_academic_motivation_scale: 591 respondents x 28 items, 16525 responses. (CC BY 4.0) Lee, B. (2019). Academic Motivation of Incoming Freshmen (2019). Mendeley Data, V1. | link |
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| lee_2020_alcohol_use | AUDIT-C alcohol consumption items (3 items) from 717 medical students at the Chinese University of Hong Kong, 2017. (CC BY 4.0) Lee KP, Yeung N, Wong C, Yip B, Luk LHF, Wong S (2020). Prevalence of medical students' burnout and its associated demographics and lifestyle factors in Hong Kong. PLOS ONE 15(7): e0235154. https://doi.org/10.1371/journal.pone.0235154 | link |
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| lee_2020_burnout | Maslach Burnout Inventory (22 items, 0-6 frequency scale) administered to 733 medical students at the Chinese University of Hong Kong, 2017. (CC BY 4.0) Lee KP, Yeung N, Wong C, Yip B, Luk LHF, Wong S (2020). Prevalence of medical students' burnout and its associated demographics and lifestyle factors in Hong Kong. PLOS ONE 15(7): e0235154. https://doi.org/10.1371/journal.pone.0235154 | link |
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| lee_2020_empathy | Jefferson Scale of Physician Empathy (20 items, 1-7) administered to 687 medical students at the Chinese University of Hong Kong, 2017; items 11-20 stored already reverse-scored. (CC BY 4.0) Lee KP, Yeung N, Wong C, Yip B, Luk LHF, Wong S (2020). Prevalence of medical students' burnout and its associated demographics and lifestyle factors in Hong Kong. PLOS ONE 15(7): e0235154. https://doi.org/10.1371/journal.pone.0235154 | link |
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| lee_2020_sleep_quality | Pittsburgh Sleep Quality Index frequency and severity items (14 items, 0-3) from 691 medical students at the Chinese University of Hong Kong, 2017. (CC BY 4.0) Lee KP, Yeung N, Wong C, Yip B, Luk LHF, Wong S (2020). Prevalence of medical students' burnout and its associated demographics and lifestyle factors in Hong Kong. PLOS ONE 15(7): e0235154. https://doi.org/10.1371/journal.pone.0235154 | link |
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| lee_2020_social_support | Duke Social Support and Stress Scale supportiveness items (10 items, 1-3) from 702 medical students at the Chinese University of Hong Kong, 2017; the "there is no such person" category is coded missing. (CC BY 4.0) Lee KP, Yeung N, Wong C, Yip B, Luk LHF, Wong S (2020). Prevalence of medical students' burnout and its associated demographics and lifestyle factors in Hong Kong. PLOS ONE 15(7): e0235154. https://doi.org/10.1371/journal.pone.0235154 | link |
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| lee_2020_vr_usability | 17-item VR mental-illness-simulation usability scale, 0-10, N=60 (CC BY 4.0) Lee, Y., & Kim, S. K. (2020). Usability of mental illness simulation involving scenarios with patients with schizophrenia via immersive virtual reality: A mixed methods study. PLOS ONE. | link |
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| lee_2022_ameritrust | Trust in the American citizenry, 8 items, 1-5, after a polarization-perception experiment; N = 1,006 US adults (online, 2020); treat (polarization article vs control), cov_condition, cov_age, cov_gender, cov_income, cov_education, cov_ideology, cov_race, cov_donation_condition. (CC0 1.0) Lee, A. H.-Y. (2022). Social Trust in Polarized Times: How Perceptions of Political Polarization Affect Americans' Trust in Each Other. Political Behavior. https://doi.org/10.1007/s11109-022-09787-1 | link |
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| lee_2022_gen_trust | Generalized social trust, 3 items, 1-2; N = 1,006 US adults; treat (polarization article vs control), cov_condition, cov_age, cov_gender, cov_income, cov_education, cov_ideology, cov_race, cov_donation_condition. (CC0 1.0) Lee, A. H.-Y. (2022). Social Trust in Polarized Times: How Perceptions of Political Polarization Affect Americans' Trust in Each Other. Political Behavior. https://doi.org/10.1007/s11109-022-09787-1 | link |
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| lee_2022_perpol | Perceived political polarization, 5 items, 1-4; N = 1,006 US adults; treat (polarization article vs control), cov_condition, cov_age, cov_gender, cov_income, cov_education, cov_ideology, cov_race, cov_donation_condition. (CC0 1.0) Lee, A. H.-Y. (2022). Social Trust in Polarized Times: How Perceptions of Political Polarization Affect Americans' Trust in Each Other. Political Behavior. https://doi.org/10.1007/s11109-022-09787-1 | link |
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| lee_2022_stranger | Willingness to trust a stranger, 3 items, 1-4; N = 1,006 US adults; treat (polarization article vs control), cov_condition, cov_age, cov_gender, cov_income, cov_education, cov_ideology, cov_race, cov_donation_condition. (CC0 1.0) Lee, A. H.-Y. (2022). Social Trust in Polarized Times: How Perceptions of Political Polarization Affect Americans' Trust in Each Other. Political Behavior. https://doi.org/10.1007/s11109-022-09787-1 | link |
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| lee_2024_panas | PANAS, 20 items, 1-5 scale, N=527 Korean community sample, with age/gender/subjective-health covariates (CC BY 4.0) Lee SJ, Cloninger CR, Chae H. (2024). The associations between well-being and Cloninger's personality dimensions in a Korean community sample. PeerJ. | link |
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| lee_2024_skilled_immig_probability conjoint · source = "conj" |
204 members of the Hong Kong People Representative Panel (probability) each compared 5 pairs of highly-skilled immigration schemes varying eligibility, change of employment, nationality, language requirement, welfare entitlement, tax and quota; forced choice plus a 0-10 rating of each scheme. (CC0 1.0) Lee, S.-y. (2025). Procedure matters: The distinct attitudinal feedback effects of immigration policy. Political Behavior, 47(1), 191-215. | link |
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| lee_2024_skilled_immig_volunteer conjoint · source = "conj" |
1,432 members of the Hong Kong People Volunteer Panel (non-probability) each compared 5 pairs of highly-skilled immigration schemes varying eligibility, change of employment, nationality, language requirement, welfare entitlement, tax and quota; forced choice plus a 0-10 rating of each scheme. (CC0 1.0) Lee, S.-y. (2025). Procedure matters: The distinct attitudinal feedback effects of immigration policy. Political Behavior, 47(1), 191-215. | link |
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| lee_2024_social_support | Social Support scale, 25 items, 1-5 scale, N=527 Korean community sample, with age/gender/subjective-health covariates (CC BY 4.0) Lee SJ, Cloninger CR, Chae H. (2024). The associations between well-being and Cloninger's personality dimensions in a Korean community sample. PeerJ. | link |
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| lee_2024_swls | Satisfaction with Life Scale (SWLS), 5 items, 1-7 scale, N=527 Korean community sample, with age/gender/subjective-health covariates (CC BY 4.0) Lee SJ, Cloninger CR, Chae H. (2024). The associations between well-being and Cloninger's personality dimensions in a Korean community sample. PeerJ. | link |
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| lee_2024_tci | Cloninger's Temperament and Character Inventory (TCI), 140 items, 0-4 scale, N=527 Korean community sample, with age/gender/subjective-health covariates (CC BY 4.0) Lee SJ, Cloninger CR, Chae H. (2024). The associations between well-being and Cloninger's personality dimensions in a Korean community sample. PeerJ. | link |
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| lee_2025_constituent_feedback conjoint · source = "conj" |
Conjoint among 573 US local elected officials, who rated two hypothetical pieces of constituent feedback on each of three local issues (park, retail development, school tax), varying mode (office visit vs social media), number of constituents, who they were, the type of argument and the position; outcomes are 1-4 ratings of how informative and how influential each message is. (CC0 1.0) Lee, N. R., Chen, K., Marble, W., & Bram, C. (2025). Voice and value: How elected officials evaluate online and offline constituent feedback. Public Opinion Quarterly, 89(1), 31-48. | link |
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| lee_2025_immigration_nimby conjoint · source = "conj" |
Paired forced-choice conjoint in which 1,311 US adults (Verasight, July 2024) chose which of two hypothetical immigrants should be given priority to come to the United States, over 8 pairs; ten attributes include the immigrant's expected place of residence (the United States, the respondent's state, city or neighborhood). Outcome: choice; survey weight included. (CC0 1.0) Lee, J., & Muttram, H. G. (2025). American immigration attitudes and NIMBYism: Do immigration preferences vary by spatial scale? PS: Political Science & Politics, 59(2), 320-328. | link |
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| lee_2025_nursing_exam | Item-level binary (correct/incorrect) responses on a 50-item women's health nursing examination in Korea; 117 examinees including 111 nursing students and 6 generative AI platforms (CC0 1.0) Lee, T.K., Jeong, G.H. (2025). Comparing generative artificial intelligence platforms and nursing student performance on a women's health nursing examination in Korea: a Rasch model approach. Journal of Educational Evaluation for Health Professions, 22, 23. https://doi.org/10.3352/jeehp.2025.22.23 | link |
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| lee_2026_loneliness | de Jong Gierveld Loneliness Scale (Korean), 11 items (emotional, social), 1-5, as answered. 354 Korean adults in an AI-versus-human conformity experiment. Covariates: gender, age group, advice-source condition. (CC BY 4.0) Lee H, Oh H, Jeong Y (2026) Conforming to AI vs. humans: The moderating effects of social exclusion and task type. PLoS ONE 21(8): e0355478. https://doi.org/10.1371/journal.pone.0355478 | link |
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| lee_2026_social_exclusion | Social Exclusion Experience Scale (Korean), 16 items (ignored, excluded), 1-5, as answered (excluded items not reverse-coded). 354 Korean adults in an AI-versus-human conformity experiment. Covariates: gender, age group, advice-source condition. (CC BY 4.0) Lee H, Oh H, Jeong Y (2026) Conforming to AI vs. humans: The moderating effects of social exclusion and task type. PLoS ONE 21(8): e0355478. https://doi.org/10.1371/journal.pone.0355478 | link |
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| lee_whiting_2025_ai_decision_support | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Seven agreement items on government or company use of AI algorithms to make decisions, resp 1-5. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_ai_education | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Three agreement items on AI in classrooms (intelligent tutoring, monitoring students, marking exams), resp 1-5. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_ai_government | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Nine agreement items on AI in government (tax assessment, welfare eligibility and enrolment), resp 1-5. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_ai_healthcare | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Nine agreement items on AI in healthcare (reading medical images, recommending treatment, robotic surgery), resp 1-5. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_ai_impacts_10years | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Five items rating AI's expected impact ten years from now, resp 0-10 very negative to very positive. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_ai_impacts_now | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Five items rating AI's current impact on different areas of life, resp 0-10 very negative to very positive. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_ai_justice | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Eight agreement items on AI in criminal justice (parole decisions, bail hearings, biometric identification, predictive policing), resp 1-5. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_ai_nurse_tradeoff | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. The same forced choice five times, between an AI nurse chatbot now and a human nurse after a wait rising from 10 minutes to 3 hours, resp 1 = chose the AI, 0 = chose the human. Each respondent saw a subset by design. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_ai_regulation_views | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Five agreement items on government regulation of AI, resp 1-5. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_ai_vs_human_choice | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Four forced choices between an AI algorithm and a human decision-maker (border screening, loan decisions, immigrant selection, parole), resp 1 = chose the AI, 0 = chose the human. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_digital_government | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Three agreement items on integrating AI into government digital services, varying whether the stated consequence is efficiency, lay-offs, or both, resp 1-5. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_gpt_job_permission | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Nine items on whether employees in particular jobs should be allowed to use AI tools such as ChatGPT, resp 1-5 never to always. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_gpt_org_permission | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Six items on how far different kinds of organization should let workers use AI tools such as ChatGPT, resp 1-4 not at all to a great deal. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_job_loss_expectations | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Three items on how many friends and family, local community members and future-generation members will lose their jobs to a computer, resp 1-4 none at all to a great deal. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_job_tasks | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Ten items on how often the respondent performs each kind of task in their current job, resp 1-4 never to most days. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_populism | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Six populism items (will of the people, elite vs people, compromise as selling out), resp 1-5 strongly disagree to strongly agree; "Don't know" dropped. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_self_driving_support | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Five agreement items on making self-driving technologies available to the public, resp 1-5. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_self_driving_use | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Three items on how likely the respondent would be to use self-driving public transport, resp 1-5 extremely unlikely to extremely likely. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| lee_whiting_2025_trust_actors | From the Global Public Opinion on Artificial Intelligence survey (GPO-AI): 23,781 respondents in 21 countries, fielded in 12 languages in October-November 2023. Trust in each of eight actors (government, independent regulators, the military, tech companies, international organizations, university researchers, non-profits, public-private partnerships) across three domains -- using AI safely, protecting data and privacy, and ensuring safety and security -- resp 0-10. 24 items, fully crossed: itemcov_domain names the domain and item_family groups the three items about the same actor, which are clones. (CC BY-NC 4.0) Lee-Whiting, B., Loewen, P. J., Bergeron, T., & Schwartz Reisman Institute for Technology and Society (2025). Global Public Opinion on Artificial Intelligence (GPO-AI) [Data set]. Borealis. https://doi.org/10.5683/SP3/WCUN0S | link |
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| leeper_2020_issue_importance conjoint · source = "conj" |
725 US respondents, recruited in a 2016 two-wave panel, each chose between up to five pairs of hypothetical congressional candidates and rated both on a 0-100 feeling thermometer. Thirteen attributes were shown: age, gender, race, religion, occupation, party, military service, education, and the candidate's position on the Trans-Pacific Partnership, intervention against ISIS, cap and trade, higher taxes on the rich and a pathway to citizenship. (CC0 1.0) Leeper, T. J., & Robison, J. (2020). More important, but for what exactly? The insignificant role of subjective issue importance in vote decisions. Political Behavior, 42(1), 239-259. | link |
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| lei_2024_effectiveness | Learning effectiveness, 9 items, 1-5 (very disagreeable-very agreeable); N = 251 Chinese university students; cov_gender, cov_grade, cov_major, cov_origin, cov_completion_time_s. (CC0 1.0) Lei, H., Chen, C., & Luo, L. (2024). The examination of the relationship between learning motivation and learning effectiveness: a mediation model of learning engagement. Humanities and Social Sciences Communications, 11(1), 137. https://doi.org/10.1057/s41599-024-02666-6 | link |
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| lei_2024_engagement | Learning engagement, behavioural (3) and emotional (5), 8 items, 1-5 (very disagreeable-very agreeable); N = 251 Chinese university students; cov_gender, cov_grade, cov_major, cov_origin, cov_completion_time_s. (CC0 1.0) Lei, H., Chen, C., & Luo, L. (2024). The examination of the relationship between learning motivation and learning effectiveness: a mediation model of learning engagement. Humanities and Social Sciences Communications, 11(1), 137. https://doi.org/10.1057/s41599-024-02666-6 | link |
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| lei_2024_external_motivation | External learning motivation, 5 items, 1-5 (very disagreeable-very agreeable); N = 251 Chinese university students; cov_gender, cov_grade, cov_major, cov_origin, cov_completion_time_s. (CC0 1.0) Lei, H., Chen, C., & Luo, L. (2024). The examination of the relationship between learning motivation and learning effectiveness: a mediation model of learning engagement. Humanities and Social Sciences Communications, 11(1), 137. https://doi.org/10.1057/s41599-024-02666-6 | link |
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| lei_2024_internal_motivation | Internal learning motivation, 5 items, 1-5 (very disagreeable-very agreeable); N = 251 Chinese university students; cov_gender, cov_grade, cov_major, cov_origin, cov_completion_time_s. (CC0 1.0) Lei, H., Chen, C., & Luo, L. (2024). The examination of the relationship between learning motivation and learning effectiveness: a mediation model of learning engagement. Humanities and Social Sciences Communications, 11(1), 137. https://doi.org/10.1057/s41599-024-02666-6 | link |
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| leinauer_2023_atlg | Attitudes Toward Lesbians and Gay Men short form, 6 items (atg1-3, atl1-3), 1-7; N = 381 MTurk adults; same covariates as leinauer_2023_dsr. (CC BY 4.0) Leinauer, M. (2023). Pathogenic disgust sensitivity predicts bias against gay male fathers but not lesbian mothers in child custody hearings [Data set]. figshare. https://doi.org/10.6084/m9.figshare.15157869 | link |
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| leinauer_2023_dsr | Disgust Scale-Revised, 27 items (dsr1-27), 0-4, as answered; N = 381 MTurk adults; cov_vignette_homosexual, cov_vignette_father, cov_vignette_son. (CC BY 4.0) Leinauer, M. (2023). Pathogenic disgust sensitivity predicts bias against gay male fathers but not lesbian mothers in child custody hearings [Data set]. figshare. https://doi.org/10.6084/m9.figshare.15157869 | link |
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| leinauer_2023_gender_role_beliefs | Gender Role Beliefs Scale short form, 10 items (grb1-10), 1-7; N = 381 MTurk adults; same covariates as leinauer_2023_dsr. (CC BY 4.0) Leinauer, M. (2023). Pathogenic disgust sensitivity predicts bias against gay male fathers but not lesbian mothers in child custody hearings [Data set]. figshare. https://doi.org/10.6084/m9.figshare.15157869 | link |
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| leinauer_2023_moral_traditionalism | NES Moral Traditionalism scale, 4 items (mt1-4), 1-5; N = 381 MTurk adults; same covariates as leinauer_2023_dsr. (CC BY 4.0) Leinauer, M. (2023). Pathogenic disgust sensitivity predicts bias against gay male fathers but not lesbian mothers in child custody hearings [Data set]. figshare. https://doi.org/10.6084/m9.figshare.15157869 | link |
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| leininger_2026_name_recognition conjoint · source = "conj" |
947 German online-panel respondents in six regions compared 5 pairs of candidates described by surname, party, gender, occupation (white/blue collar) and residence (city or town/village). Outcomes: which candidate is chosen, plus 1-5 ratings of trustworthiness, local knowledge, district representativeness and election chances. (CC0 1.0) Leininger, A., & Swalve, T. (2026). What's in a name? Name recognition, place-based identities, and candidate success. The Journal of Politics. | link |
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| leis_2025_efl_extrinsic | English-learning motivation, external regulation, 3 items, 0-5; N = 177 Japanese university students of English; cov_gender, cov_age. (CC0 1.0) Leis, A. (2025). Confidence and Motivation in University EFL Classrooms [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZCKGGC | link |
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| leis_2025_efl_identified | English-learning motivation, identified regulation, 3 items, 0-5; N = 177 Japanese university students of English; cov_gender, cov_age. (CC0 1.0) Leis, A. (2025). Confidence and Motivation in University EFL Classrooms [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZCKGGC | link |
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| leis_2025_efl_intrinsic | English-learning motivation, intrinsic regulation, 3 items, 0-5; N = 177 Japanese university students of English; cov_gender, cov_age. (CC0 1.0) Leis, A. (2025). Confidence and Motivation in University EFL Classrooms [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZCKGGC | link |
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| leis_2025_efl_introjected | English-learning motivation, introjected regulation, 3 items, 0-5; N = 177 Japanese university students of English; cov_gender, cov_age. (CC0 1.0) Leis, A. (2025). Confidence and Motivation in University EFL Classrooms [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZCKGGC | link |
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| leis_2025_efl_skill_rating | Self-rated English skill (speaking, listening, reading, writing), 4 items, 0-5; N = 177 Japanese university students of English; cov_gender, cov_age. (CC0 1.0) Leis, A. (2025). Confidence and Motivation in University EFL Classrooms [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/ZCKGGC | link |
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| leis_2025_english_motivation | SDT-based English learning motivation (after Agawa & Takeuchi 2016): intrinsic motivation, identified regulation, external regulation, amotivation; 20 items; 20 items, 1-5 (strongly disagree-strongly agree); 379 Indian high-school students (Type A, B and C schools; ages 13-19); covariates: cov_gender, cov_age, cov_class, cov_english_self. (CC0 1.0) Leis, A., & Mundotia, M. (2025). The intrinsic motivation of students studying English in India. Asian Journal of English Language Teaching. https://doi.org/10.65961/ajelt-2025-1-003 | link |
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| lelkes_2021_candidate_ideology_party conjoint · source = "conj" |
5,703 US partisans (Qualtrics panel) each read one vignette of a fictitious candidate, William Richardson, who was from the respondent's party or the other party, with his issue positions (moderate or extreme) and/or his party shown or not, and rated him on a 0-100 feeling thermometer. (CC0 1.0) Lelkes, Y. (2021). Policy over party: Comparing the effects of candidate ideology and party on affective polarization. Political Science Research and Methods, 9(1). | link |
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| lemi_2020_multiracial_candidates conjoint · source = "conj" |
White, Black, Asian and Hispanic US respondents (n = 786, Qualtrics panel, 2016) made 10 vote choices between two hypothetical candidates varying in race (including six multiracial combinations), gender, party, ideology, nativity and experience. (CC0 1.0) Lemi, D. C. (2021). Do voters prefer just any descriptive representative? The case of multiracial candidates. Perspectives on Politics, 19(4), 1061-1081. | link |
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| lemke_2021_research_metrics conjoint · source = "conj" |
Researchers in an online survey (2018-19, n = 224, mostly economists and social scientists) ranked 20 fixed sets of 3 fictitious publications described only by six metrics (citations, tweets, Mendeley readers, downloads, journal impact factor, h-index); outcomes are the first pick and the full rank. (CC BY 4.0) Lemke, S., Mazarakis, A., & Peters, I. (2021). Conjoint analysis of researchers' hidden preferences for bibliometrics, altmetrics, and usage metrics. Journal of the Association for Information Science and Technology, 72(6), 777-792. | link |
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| lena_2025_rmdq_albanian | Roland-Morris Disability Questionnaire, Albanian version: 24 binary disability items administered TWICE to 200 Albanian patients with low back pain and related diagnoses (back pain, lumbar discal hernia, lumbar trauma, lumbar fracture, arthrosis, coxo-femoral luxation). `wave` carries the occasion as 'test' and 'retest'. Covariates: gender (the deposit's own Male/Female labels), age band, diagnosis, pain duration, weekly physical activity, and the VAS pain total -- which ships as a covariate rather than an item because it is a separate measurement, not a summary of these 24. The deposit's RMDQTotal is dropped as derived. THE AGE BANDS CONTAIN TWO TYPOS AND SHIP AS DEPOSITED: alongside the regular five-year bands the column holds '65-75' and '80-75', which the deposit's own explanatory note does not cover; folding '80-75' into '80-85' would be inventing a value. (CC BY 4.0) Lena O, Gjini E, Todri J (2025). Translation, cross-cultural adaptation, validity and reliability of the inaugural Albanian Roland-Morris Disability Questionnaire in Albanian population with low back pain. PLOS ONE 20(7): e0325777. Corrected by The PLOS ONE Editors (2026), PLOS ONE 21(5): e0350327. | link |
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| leon_guereno_2020_breq | Behavioral Regulation in Exercise Questionnaire (BREQ-3, 23 items), recreational runners, N=1850 (CC BY 4.0) León-Guereño P, Tapia-Serrano MA, Sánchez-Miguel PA (2020). The relationship of recreational runners' motivation and resilience levels to the incidence of injury: A mediation model. PLOS ONE, 15(5), e0231628. https://doi.org/10.1371/journal.pone.0231628 | link |
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| leon_guereno_2020_resilience | Resilience Scale (10 items), recreational runners, N=1850 (CC BY 4.0) León-Guereño P, Tapia-Serrano MA, Sánchez-Miguel PA (2020). The relationship of recreational runners' motivation and resilience levels to the incidence of injury: A mediation model. PLOS ONE, 15(5), e0231628. https://doi.org/10.1371/journal.pone.0231628 | link |
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| leon_rubio_2025_cdpe_antecedents | Nursing Burnout Questionnaire (CDPE; Moreno Jimenez et al. 2000), organisational antecedents block: conflictive interaction, overload, contact with death and pain, role ambiguity, task monotony, lack of cohesion, supervision; 62 items, 1-4 (strongly disagree-strongly agree), 648 Spanish nurses; itemcov_subscale; covariates cov_sex, cov_age, cov_relationship, cov_n_children, cov_education, cov_nursing_specialty, cov_which_specialty, cov_other_training, cov_years_experience, cov_job_category, cov_years_in_category, cov_employment_status, cov_service, cov_shift, cov_patients_per_day, cov_hours_per_week, cov_pct_time_with_patients (codes as in the deposit codebook). (CC BY-NC 4.0) Leon-Rubio, J. M., & Leon-Perez, J. M. (2025). Professional burnout in nursing: Organizational background, dispositional and mediating factors, and consequences [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17899509 | link |
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| leon_rubio_2025_cdpe_burnout | Nursing Burnout Questionnaire (CDPE), burnout block: emotional exhaustion, depersonalisation, lack of personal accomplishment; 29 items, 1-4 (strongly disagree-strongly agree), 648 Spanish nurses; itemcov_subscale; covariates cov_sex, cov_age, cov_relationship, cov_n_children, cov_education, cov_nursing_specialty, cov_which_specialty, cov_other_training, cov_years_experience, cov_job_category, cov_years_in_category, cov_employment_status, cov_service, cov_shift, cov_patients_per_day, cov_hours_per_week, cov_pct_time_with_patients (codes as in the deposit codebook). (CC BY-NC 4.0) Leon-Rubio, J. M., & Leon-Perez, J. M. (2025). Professional burnout in nursing: Organizational background, dispositional and mediating factors, and consequences [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17899509 | link |
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| leon_rubio_2025_cdpe_consequences | Nursing Burnout Questionnaire (CDPE), consequences block: psychological, organisational, socio-family and physical; 51 items, 1-4 (strongly disagree-strongly agree), 648 Spanish nurses; itemcov_subscale; covariates cov_sex, cov_age, cov_relationship, cov_n_children, cov_education, cov_nursing_specialty, cov_which_specialty, cov_other_training, cov_years_experience, cov_job_category, cov_years_in_category, cov_employment_status, cov_service, cov_shift, cov_patients_per_day, cov_hours_per_week, cov_pct_time_with_patients (codes as in the deposit codebook). (CC BY-NC 4.0) Leon-Rubio, J. M., & Leon-Perez, J. M. (2025). Professional burnout in nursing: Organizational background, dispositional and mediating factors, and consequences [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17899509 | link |
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| leon_rubio_2025_cdpe_coping | Nursing Burnout Questionnaire (CDPE), coping block: social support seeking, direct coping, avoidance; 11 items, 1-4 (strongly disagree-strongly agree), 648 Spanish nurses; itemcov_subscale; covariates cov_sex, cov_age, cov_relationship, cov_n_children, cov_education, cov_nursing_specialty, cov_which_specialty, cov_other_training, cov_years_experience, cov_job_category, cov_years_in_category, cov_employment_status, cov_service, cov_shift, cov_patients_per_day, cov_hours_per_week, cov_pct_time_with_patients (codes as in the deposit codebook). (CC BY-NC 4.0) Leon-Rubio, J. M., & Leon-Perez, J. M. (2025). Professional burnout in nursing: Organizational background, dispositional and mediating factors, and consequences [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17899509 | link |
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| leon_rubio_2025_cdpe_hardiness | Nursing Burnout Questionnaire (CDPE), hardy personality block: commitment, challenge, control; 21 items, 1-4 (strongly disagree-strongly agree), 648 Spanish nurses; itemcov_subscale; covariates cov_sex, cov_age, cov_relationship, cov_n_children, cov_education, cov_nursing_specialty, cov_which_specialty, cov_other_training, cov_years_experience, cov_job_category, cov_years_in_category, cov_employment_status, cov_service, cov_shift, cov_patients_per_day, cov_hours_per_week, cov_pct_time_with_patients (codes as in the deposit codebook). (CC BY-NC 4.0) Leon-Rubio, J. M., & Leon-Perez, J. M. (2025). Professional burnout in nursing: Organizational background, dispositional and mediating factors, and consequences [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17899509 | link |
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| leongabdullah_2025_aaq | Acceptance and Action Questionnaire, 7 items (1-7), from 200 Malaysian cancer patients. (CC BY 4.0) Leong Bin Abdullah, M. F. I. (2025). Data for validation of the Malay version of the Body Image Scale among cancer patients in Malaysia. figshare. | link |
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| leongabdullah_2025_bis_malay | Malay version of the Body Image Scale, 10 items (1-4), from 200 Malaysian cancer patients. (CC BY 4.0) Leong Bin Abdullah, M. F. I. (2025). Data for validation of the Malay version of the Body Image Scale among cancer patients in Malaysia. figshare. | link |
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| leppla_2026_smokechem_acceptance | Technology acceptance (TAM) of the SMOKEChem web application, 15 items on a 1-5 agreement scale covering perceived usefulness, behavioural intention, perceived ease of use, ease of use and attitude towards using. 130 German tenth-grade students. 1,950 responses. (CC BY 4.0) Leppla, L. C., Spanier, M., & Seibert, J.-N. (2026). Technology acceptance, chatbot usability, and cognitive load of secondary school students in the SMOKEChem pilot study (Version 1) [Data set]. Zenodo. | link |
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| leppla_2026_smokechem_bot_usability | Chatbot usability (BUS-11), 11 items on a 1-5 agreement scale, from 130 tenth-grade German chemistry students rating the AI chatbot in the SMOKEChem web learning environment. 1,430 responses. (CC BY 4.0) Leppla, L. C., Spanier, M., & Seibert, J.-N. (2026). Technology acceptance, chatbot usability, and cognitive load of secondary school students in the SMOKEChem pilot study (Version 1) [Data set]. Zenodo. | link |
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| leppla_2026_smokechem_cognitive_load | Cognitive load during the SMOKEChem learning activity, 8 items on a 1-5 agreement scale covering intrinsic, germane and extraneous load. 130 German tenth-grade students. 1,040 responses. (CC BY 4.0) Leppla, L. C., Spanier, M., & Seibert, J.-N. (2026). Technology acceptance, chatbot usability, and cognitive load of secondary school students in the SMOKEChem pilot study (Version 1) [Data set]. Zenodo. | link |
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| leslie_2023_hypertension_care conjoint · source = "conj" |
Adults with hypertension in urban Bengaluru and rural Kolar, Karnataka, India (household survey, 2021, n = 1,085) chose between two hypothetical public primary-care facilities varying staff courtesy, wait time, provider (doctor or nurse), carefulness of assessment and free-medication availability, in 8 choice sets (discrete choice experiment). (CC0 1.0) Leslie, H. H., Babu, G. R., Dolcy Saldanha, N., Turcotte-Tremblay, A.-M., Ravi, D., Shapeti, S. S., Kapoor, N., Prabhakaran, D., & Kruk, M. E. (2023). Population preferences for primary care models for hypertension in Karnataka, India. JAMA Network Open, 6(3), e232937. | link |
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| lessR_Mach4 | Responses to Mach-4 scale on Machiavellianism (GPL-3.0) Hunter, J. E., Gerbing, D. W., & Boster, F. J. (1982). Machiavellian beliefs and personality: Construct invalidity of the Machiavellianism dimension. Journal of personality and social psychology, 43(6), 1293. | link |
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| lestari_2026_cognitive_flexibility | Psychometric Dataset for The Development of The Teacher Executive Regulation Scale (TERS) among Indonesian Higher Education Students. IRW table lestari_2026_cognitive_flexibility: 785 respondents x 24 items, 18840 responses. (CC BY 4.0) lestari, t.; Jatnika, R.; Agustiani, H.; Purba, F.; Rakhmayanti, F.; Sudarmansyah, R. (2026). Psychometric Dataset for The Development of The Teacher Executive Regulation Scale (TERS) among Indonesian Higher Education Students. Mendeley Data, V1. | link |
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| lestari_2026_inhibitory_control | Psychometric Dataset for The Development of The Teacher Executive Regulation Scale (TERS) among Indonesian Higher Education Students. IRW table lestari_2026_inhibitory_control: 785 respondents x 40 items, 31400 responses. (CC BY 4.0) lestari, t.; Jatnika, R.; Agustiani, H.; Purba, F.; Rakhmayanti, F.; Sudarmansyah, R. (2026). Psychometric Dataset for The Development of The Teacher Executive Regulation Scale (TERS) among Indonesian Higher Education Students. Mendeley Data, V1. | link |
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| lestari_2026_working_memory | Psychometric Dataset for The Development of The Teacher Executive Regulation Scale (TERS) among Indonesian Higher Education Students. IRW table lestari_2026_working_memory: 785 respondents x 16 items, 12560 responses. (CC BY 4.0) lestari, t.; Jatnika, R.; Agustiani, H.; Purba, F.; Rakhmayanti, F.; Sudarmansyah, R. (2026). Psychometric Dataset for The Development of The Teacher Executive Regulation Scale (TERS) among Indonesian Higher Education Students. Mendeley Data, V1. | link |
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| letki_2025_bottle_recycling conjoint · source = "conj" |
21,435 respondents in 14 post-communist countries (PGPE survey, 2013-2014) each saw one version of a vignette about a glass-bottle disposal facility (distance, type of machine, and how many others use it) and rated how likely they were to use the facility to dispose of glass bottles (1 very likely to 4 not likely at all). (CC BY 4.0) Letki, N. (2025). Public goods through private eyes. Exploring citizens' attitudes to public goods and the state in Central Eastern Europe [Data set]. Dane Badawcze UW. | link |
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| letki_2025_donation conjoint · source = "conj" |
21,346 respondents in 14 post-communist countries (PGPE survey, 2013-2014) each saw one version of a vignette about a donation request (who asks, the amount in public-transport tickets, and the cause) and rated how likely they were to make the donation (1 very likely to 4 not likely at all). (CC BY 4.0) Letki, N. (2025). Public goods through private eyes. Exploring citizens' attitudes to public goods and the state in Central Eastern Europe [Data set]. Dane Badawcze UW. | link |
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| letki_2025_park_cleanup conjoint · source = "conj" |
21,561 respondents in 14 post-communist countries (PGPE survey, 2013-2014) each saw one version of a vignette about a local park clean-up initiative (how often you and your family go to the park, how many people you know plan to join, and an incentive) and rated how likely they were to join an initiative to clean up a local park (1 very likely to 4 not likely at all). (CC BY 4.0) Letki, N. (2025). Public goods through private eyes. Exploring citizens' attitudes to public goods and the state in Central Eastern Europe [Data set]. Dane Badawcze UW. | link |
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| letki_2025_tax_evasion conjoint · source = "conj" |
19,304 respondents in 14 post-communist countries (PGPE survey, 2013-2014) each saw one version of a vignette about an undeclared cash side income (tax rate, penalty if discovered, and a free consultation desk) and rated how likely they were to not declare the income to the Tax Office (1 very likely to 4 not likely at all). (CC BY 4.0) Letki, N. (2025). Public goods through private eyes. Exploring citizens' attitudes to public goods and the state in Central Eastern Europe [Data set]. Dane Badawcze UW. | link |
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| leuffen_2023_vaccine_solidarity conjoint · source = "conj" |
German respondents (Respondi online panel, May 2021) each read one vignette describing a hypothetical country in need of vaccines, with five randomized attributes (political system, proximity, Covid policy, medical situation, EU herd immunity), after a randomized information treatment, and rated their support for sending vaccines (1-7). n = 4,022. (CC0 1.0) Leuffen, D., Mounchid, P. M., Heermann, M., & Koos, S. (2023). Mobilizing domestic support for international vaccine solidarity: Recommendations for health crisis communication. npj Vaccines, 8, 28. | link |
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| leuteritz_2019_afa_wma | Knowledge of work methods (AFA-WMA), German, 3 items, 1 Stimme ueberhaupt nicht zu .. 7 Stimme voellig zu. 501 team members of a German research organisation (online survey). cluster_id = team. Covariates: gender, task type. (CC BY 4.0) Leuteritz J-P, Navarro J, Berger R (2019). Validation of the group tasks uncertainty model (MITAG) in a German sample. PLOS ONE 14(11): e0224485. | link |
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| leuteritz_2019_jds | Job autonomy (3 items) and feedback from the job (3 items), German Job Diagnostic Survey, 1-7, as administered (the _nr items not reversed); items _1 behaviourally anchored, _2/_3 agreement. 501 team members of a German research organisation (online survey). cluster_id = team. Covariates: gender, task type. (CC BY 4.0) Leuteritz J-P, Navarro J, Berger R (2019). Validation of the group tasks uncertainty model (MITAG) in a German sample. PLOS ONE 14(11): e0224485. | link |
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| leuteritz_2019_mitag | Group task uncertainty (MITAG, German), 18 items, 1 gar nicht .. 5 vollkommen, as administered (reverse-keyed _nr items not reversed). 501 team members and 104 team leaders (cov_role) of a German research organisation, online survey; cluster_id = team. Covariates: gender, task type, role. (CC BY 4.0) Leuteritz J-P, Navarro J, Berger R (2019). Validation of the group tasks uncertainty model (MITAG) in a German sample. PLOS ONE 14(11): e0224485. | link |
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| lev_ari_2021_ders | Difficulties in Emotion Regulation Scale (DERS), 36 items on a 1-5 scale, Israeli community sample. 8,385 responses from 233 respondents on 36 items. (CC BY 4.0) Lev-Ari L, Zohar AH, Bachner-Melman R (2021). Eating for numbing: a community-based study of trauma exposure, emotion dysregulation, dissociation, body dissatisfaction and eating disorder symptoms. PeerJ, 9, e11899. https://doi.org/10.7717/peerj.11899 | link |
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| lev_ari_2021_des | Dissociative Experiences Scale (DES), 14 items on a 1-11 scale, Israeli community sample. 3,261 responses from 233 respondents on 14 items. (CC BY 4.0) Lev-Ari L, Zohar AH, Bachner-Melman R (2021). Eating for numbing: a community-based study of trauma exposure, emotion dysregulation, dissociation, body dissatisfaction and eating disorder symptoms. PeerJ, 9, e11899. https://doi.org/10.7717/peerj.11899 | link |
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| lev_ari_2021_edeq | Eating Disorder Examination Questionnaire (EDE-Q), 22 items on a 0-6 scale, Israeli community sample. 5,126 responses from 233 respondents on 22 items. (CC BY 4.0) Lev-Ari L, Zohar AH, Bachner-Melman R (2021). Eating for numbing: a community-based study of trauma exposure, emotion dysregulation, dissociation, body dissatisfaction and eating disorder symptoms. PeerJ, 9, e11899. https://doi.org/10.7717/peerj.11899 | link |
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| levis_2026_carbon_messenger conjoint · source = "conj" |
Adults in Germany and Poland (n = 3,192) read seven short vignettes about a hypothetical EU fuel tax (cost increase of 10/50/100%, sector cars/aviation/heating, backed by the European Commission, the German or the Polish government) and rated their support on a 1-6 scale. (CC0 1.0) Levis, A., Smith, E. K., & Pianta, S. (2026). Attitudes towards carbon taxation in the EU: Messenger effects vs. content effects. Journal of Public Policy. | link |
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| levy_2022_perpetrator_candidates conjoint · source = "conj" |
Colombian online respondents (October 2019; 1,589 in the deposit, 1,528 who answered at least one task) chose in 4 tasks between two hypothetical candidates who were former combatants accused of violence against civilians (age, gender, education, recruitment, reputation, military success, crime, victims, involvement, attitude) and rated each 1-5 on likelihood of voting for them. (CC0 1.0) Levy, G. (2022). Evaluations of violence at the polls: Civilian victimization and support for perpetrators after war. The Journal of Politics, 84(2), 783-797. | link |
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| lewis_2019_coho_salmon conjoint · source = "conj" |
Choice experiment: 926 Pacific Northwest households (2017 mail survey, Oregon oversampled) chose between the status quo and two Oregon Coast Coho salmon recovery programs (ESA status, returning fish, rate of increase, fishing regulations, annual cost); up to 3 questions each. (CC BY 4.0) Lewis, D. J., Dundas, S. J., Kling, D. M., Lew, D. K., & Hacker, S. D. (2019). The non-market benefits of early and partial gains in managing threatened salmon. PLOS ONE, 14(8), e0220260. | link |
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| lexical_difficulty_altgassen_2025_s01_knowledge | Words don’t come easy: How lexical difficulty of items and vocabulary of subjects (not) affect personality assessment (CC BY 4.0) Altgassen, E., Schittenhelm, C., & Wilhelm, O. (2025, October 8). How Lexical Difficulty of Items and Vocabulary of Subjects (Not) Affect Personality Assessment. Retrieved from osf.io/s6q8t | link |
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| lexical_difficulty_altgassen_2025_s01_personality | Words don’t come easy: How lexical difficulty of items and vocabulary of subjects (not) affect personality assessment (CC BY 4.0) Altgassen, E., Schittenhelm, C., & Wilhelm, O. (2025, October 8). How Lexical Difficulty of Items and Vocabulary of Subjects (Not) Affect Personality Assessment. Retrieved from osf.io/s6q8t | link |
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| lexical_difficulty_altgassen_2025_s02_gc | Words don’t come easy: How lexical difficulty of items and vocabulary of subjects (not) affect personality assessment (CC BY 4.0) Altgassen, E., Schittenhelm, C., & Wilhelm, O. (2025, October 8). How Lexical Difficulty of Items and Vocabulary of Subjects (Not) Affect Personality Assessment. Retrieved from osf.io/s6q8t | link |
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| lexical_difficulty_altgassen_2025_s02_ws | Words don’t come easy: How lexical difficulty of items and vocabulary of subjects (not) affect personality assessment (CC BY 4.0) Altgassen, E., Schittenhelm, C., & Wilhelm, O. (2025, October 8). How Lexical Difficulty of Items and Vocabulary of Subjects (Not) Affect Personality Assessment. Retrieved from osf.io/s6q8t | link |
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| lexical_difficulty_altgassen_2025_s03_per | Words don’t come easy: How lexical difficulty of items and vocabulary of subjects (not) affect personality assessment (CC BY 4.0) Altgassen, E., Schittenhelm, C., & Wilhelm, O. (2025, October 8). How Lexical Difficulty of Items and Vocabulary of Subjects (Not) Affect Personality Assessment. Retrieved from osf.io/s6q8t | link |
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| lhsbrasil_couto_2023_lhs | Learned Helplessness Scale. The LHS can be used to measure states of learned helplessness and consists of 20 items, answered on a four-point scale (1 = Strongly disagree; 4 = Strongly agree). (CC BY 4.0) Couto, C., & Pilati, R. (2023). Adaptation of the learned helplessness scale in brazil. Psicologia: Teoria e Pesquisa, 39, e39513. | link |
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| lhsbrasil_couto_2023_pss | Perceived Stress Scale (PSS-10). The PSS measures the perception of individual stress in a global form, independent of stressor agents (CC BY 4.0) Couto, C., & Pilati, R. (2023). Adaptation of the learned helplessness scale in brazil. Psicologia: Teoria e Pesquisa, 39, e39513. | link |
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| lhsbrasil_couto_2023_ses | Rosenberg’s Self-Esteem Scale (SES). The SES is a unidimensional measurement that assesses global self-esteem through 10 items responded on a four-point scale (CC BY 4.0) Couto, C., & Pilati, R. (2023). Adaptation of the learned helplessness scale in brazil. Psicologia: Teoria e Pesquisa, 39, e39513. | link |
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| li_2014_nurses_cse | Core Self-Evaluation Scale (Judge et al.), Chinese version, 12 items, 1 strongly disagree .. 5 strongly agree, IN SCORED DIRECTION: the reverse-keyed items were deposited already reversed (the items sum to the deposit's own total). 1,559 registered nurses at five hospitals in Shenyang, China, 2013. Covariates: gender, job rank, years of work experience. (CC BY 4.0) Li X, Guan L, Chang H, Zhang B (2014). Core Self-Evaluation and Burnout among Nurses: The Mediating Role of Coping Styles. PLoS ONE 9(12): e115799. | link |
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| li_2014_nurses_mbigs | Maslach Burnout Inventory - General Survey (MBI-GS), Chinese 15-item version, 0 never .. 6 every day, raw answers (professional efficacy not reversed). Subscales: exhaustion burnout1-4,6; cynicism burnout8,9,13,14; professional efficacy burnout5,7,10,11,12,15. 1,559 registered nurses at five hospitals in Shenyang, China, 2013. Covariates: gender, job rank, years of work experience. (CC BY 4.0) Li X, Guan L, Chang H, Zhang B (2014). Core Self-Evaluation and Burnout among Nurses: The Mediating Role of Coping Styles. PLoS ONE 9(12): e115799. | link |
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| li_2014_nurses_scsq | Simplified Coping Style Questionnaire (SCSQ; Xie), 20 items, 0 never .. 3 very often; items 1-12 active coping, 13-20 passive coping. 1,559 registered nurses at five hospitals in Shenyang, China, 2013. Covariates: gender, job rank, years of work experience. (CC BY 4.0) Li X, Guan L, Chang H, Zhang B (2014). Core Self-Evaluation and Burnout among Nurses: The Mediating Role of Coping Styles. PLoS ONE 9(12): e115799. | link |
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| li_2017_fdi_china conjoint · source = "conj" |
Chinese online respondents (two waves, 2014-2015; n=2,846) compared 4 pairs of hypothetical foreign direct investment projects (home country, industry, entry mode, job impact, amount, local concessions, wage), choosing one and rating support for each on a 7-point scale. (CC0 1.0) Li, X., & Zeng, K. (2017). Individual preferences for FDI in developing countries: Experimental evidence from China. Journal of Experimental Political Science, 4(3), 195-205. | link |
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| li_2017_gad7 | GAD-7 (7 items, 0 not at all to 3 nearly every day), Chinese version. 5,284 adult outpatients at four tertiary general hospitals in Guangzhou, China (gastroenterology, cardiology, gynecology and neurology clinics), 2016. The deposit's total reproduces from the items. Covariates: sex, marital status, education years, employed, and the MINI-derived diagnostic flags (MDD, bipolar, anxiety disorder, suicide risk) plus the insomnia flag. (CC0 1.0) Li H, Luo X, Ke X, Dai Q, Zheng W, Zhang C, Cassidy RM, Soares JC, Zhang X, Ning Y (2017). Major depressive disorder and suicide risk among adult outpatients at several general hospitals in a Chinese Han population. PLOS ONE 12(10): e0186143. | link |
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| li_2017_phq15 | PHQ-15 somatic symptoms (15 items, 0 not bothered at all to 2 bothered a lot), Chinese version. 5,284 adult outpatients at four tertiary general hospitals in Guangzhou, China (gastroenterology, cardiology, gynecology and neurology clinics), 2016. The deposit's total reproduces from the items. Covariates: sex, marital status, education years, employed, and the MINI-derived diagnostic flags (MDD, bipolar, anxiety disorder, suicide risk) plus the insomnia flag. (CC0 1.0) Li H, Luo X, Ke X, Dai Q, Zheng W, Zhang C, Cassidy RM, Soares JC, Zhang X, Ning Y (2017). Major depressive disorder and suicide risk among adult outpatients at several general hospitals in a Chinese Han population. PLOS ONE 12(10): e0186143. | link |
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| li_2017_phq9 | PHQ-9 (9 items, 0 not at all to 3 nearly every day), Chinese version. 5,284 adult outpatients at four tertiary general hospitals in Guangzhou, China (gastroenterology, cardiology, gynecology and neurology clinics), 2016. The deposit's total reproduces from the items. Covariates: sex, marital status, education years, employed, and the MINI-derived diagnostic flags (MDD, bipolar, anxiety disorder, suicide risk) plus the insomnia flag. (CC0 1.0) Li H, Luo X, Ke X, Dai Q, Zheng W, Zhang C, Cassidy RM, Soares JC, Zhang X, Ning Y (2017). Major depressive disorder and suicide risk among adult outpatients at several general hospitals in a Chinese Han population. PLOS ONE 12(10): e0186143. | link |
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| li_2017_saq | Safety Attitudes Questionnaire, 30 items (teamwork, safety climate, job satisfaction, stress recognition, management, working conditions), 1 disagree strongly to 5 agree strongly; not-applicable dropped. 1,689 staff of 27 public hospitals in Heilongjiang, China. Covariates: gender, age, hospital, profession. (CC BY 4.0) Li Y, Zhao X, Zhang X, Zhang C, Ma H, Jiao M, et al. (2017) Validation study of the safety attitudes questionnaire (SAQ) in public hospitals of Heilongjiang province, China. PLoS ONE 12(6): e0179486. https://doi.org/10.1371/journal.pone.0179486 | link |
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| li_2021_china_intervention conjoint · source = "conj" |
3,258 Chinese adults (waves 1 and 2, online) each read one vignette on a foreign invasion, randomized on the invader's regime, goal, military strength, effect on China's interests and one of five Chinese-government behaviours; outcome is approval of the government's handling (5-point). (CC0 1.0) Li, X., & Chen, D. (2021). Public opinion, international reputation, and audience costs in an authoritarian regime. Conflict Management and Peace Science. | link |
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| li_2021_china_peacekeeping conjoint · source = "conj" |
2,114 Chinese adults (wave 3, online) each read one vignette on a UN peacekeeping mission, randomized on the aggressor's regime, goal, conflict-zone size, effect on China's interests and one of four Chinese-government behaviours; outcome is approve / neutral / disapprove. (CC0 1.0) Li, X., & Chen, D. (2021). Public opinion, international reputation, and audience costs in an authoritarian regime. Conflict Management and Peace Science. | link |
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| li_2021_cultural_intelligence | Cultural Intelligence Scale (CQ), employees in culturally diverse organizations (CC BY 4.0) Li J, Wu N, Xiong S (2021). Sustainable innovation in the context of organizational cultural diversity: The role of cultural intelligence and knowledge sharing. PLOS ONE, 16(5), e0250878. https://doi.org/10.1371/journal.pone.0250878 | link |
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| li_2021_knowledge_sharing | Knowledge Sharing scale, employees in culturally diverse organizations (CC BY 4.0) Li J, Wu N, Xiong S (2021). Sustainable innovation in the context of organizational cultural diversity: The role of cultural intelligence and knowledge sharing. PLOS ONE, 16(5), e0250878. https://doi.org/10.1371/journal.pone.0250878 | link |
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| li_2021_org_cultural_diversity | Organizational Cultural Diversity scale, employees in culturally diverse organizations (CC BY 4.0) Li J, Wu N, Xiong S (2021). Sustainable innovation in the context of organizational cultural diversity: The role of cultural intelligence and knowledge sharing. PLOS ONE, 16(5), e0250878. https://doi.org/10.1371/journal.pone.0250878 | link |
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| li_2021_sustainable_innov_behav | Sustainable Innovation Behavior scale, employees in culturally diverse organizations (CC BY 4.0) Li J, Wu N, Xiong S (2021). Sustainable innovation in the context of organizational cultural diversity: The role of cultural intelligence and knowledge sharing. PLOS ONE, 16(5), e0250878. https://doi.org/10.1371/journal.pone.0250878 | link |
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| li_2022_adoption_intention | Adoption intention toward wearable payment devices, 6 items, 1-5. 403 Chinese adults aged 20-40. Covariates: gender, age band, income band, education, city tier, marital status. (CC BY 4.0) Li L, Al Mamun A, Hayat N, Yang Q, Hoque ME, Zainol NR (2022) Predicting the intention to adopt wearable payment devices in China: The use of hybrid SEM-Neural network approach. PLoS ONE 17(8): e0273849. https://doi.org/10.1371/journal.pone.0273849 | link |
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| li_2022_effort_expectancy | Effort expectancy toward wearable payment devices, 5 items, 1-5. 403 Chinese adults aged 20-40. Covariates: gender, age band, income band, education, city tier, marital status. (CC BY 4.0) Li L, Al Mamun A, Hayat N, Yang Q, Hoque ME, Zainol NR (2022) Predicting the intention to adopt wearable payment devices in China: The use of hybrid SEM-Neural network approach. PLoS ONE 17(8): e0273849. https://doi.org/10.1371/journal.pone.0273849 | link |
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| li_2022_facilitating_conditions | Facilitating conditions toward wearable payment devices, 5 items, 1-5. 403 Chinese adults aged 20-40. Covariates: gender, age band, income band, education, city tier, marital status. (CC BY 4.0) Li L, Al Mamun A, Hayat N, Yang Q, Hoque ME, Zainol NR (2022) Predicting the intention to adopt wearable payment devices in China: The use of hybrid SEM-Neural network approach. PLoS ONE 17(8): e0273849. https://doi.org/10.1371/journal.pone.0273849 | link |
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| li_2022_hedonic_motivation | Hedonic motivation toward wearable payment devices, 5 items, 1-5. 403 Chinese adults aged 20-40. Covariates: gender, age band, income band, education, city tier, marital status. (CC BY 4.0) Li L, Al Mamun A, Hayat N, Yang Q, Hoque ME, Zainol NR (2022) Predicting the intention to adopt wearable payment devices in China: The use of hybrid SEM-Neural network approach. PLoS ONE 17(8): e0273849. https://doi.org/10.1371/journal.pone.0273849 | link |
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| li_2022_lifestyle_compatibility | Lifestyle compatibility toward wearable payment devices, 5 items, 1-5. 403 Chinese adults aged 20-40. Covariates: gender, age band, income band, education, city tier, marital status. (CC BY 4.0) Li L, Al Mamun A, Hayat N, Yang Q, Hoque ME, Zainol NR (2022) Predicting the intention to adopt wearable payment devices in China: The use of hybrid SEM-Neural network approach. PLoS ONE 17(8): e0273849. https://doi.org/10.1371/journal.pone.0273849 | link |
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| li_2022_perceived_trust | Perceived trust toward wearable payment devices, 5 items, 1-5. 403 Chinese adults aged 20-40. Covariates: gender, age band, income band, education, city tier, marital status. (CC BY 4.0) Li L, Al Mamun A, Hayat N, Yang Q, Hoque ME, Zainol NR (2022) Predicting the intention to adopt wearable payment devices in China: The use of hybrid SEM-Neural network approach. PLoS ONE 17(8): e0273849. https://doi.org/10.1371/journal.pone.0273849 | link |
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| li_2022_performance_expectancy | Performance expectancy toward wearable payment devices, 6 items, 1-5. 403 Chinese adults aged 20-40. Covariates: gender, age band, income band, education, city tier, marital status. (CC BY 4.0) Li L, Al Mamun A, Hayat N, Yang Q, Hoque ME, Zainol NR (2022) Predicting the intention to adopt wearable payment devices in China: The use of hybrid SEM-Neural network approach. PLoS ONE 17(8): e0273849. https://doi.org/10.1371/journal.pone.0273849 | link |
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| li_2022_social_influence | Social influence toward wearable payment devices, 5 items, 1-5. 403 Chinese adults aged 20-40. Covariates: gender, age band, income band, education, city tier, marital status. (CC BY 4.0) Li L, Al Mamun A, Hayat N, Yang Q, Hoque ME, Zainol NR (2022) Predicting the intention to adopt wearable payment devices in China: The use of hybrid SEM-Neural network approach. PLoS ONE 17(8): e0273849. https://doi.org/10.1371/journal.pone.0273849 | link |
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| li_2023_achievement_motivation | Achievement Motives Scale (30 items, 1-5) administered to 990 Chinese college students, 2022; half the items index motive to achieve success and half motive to avoid failure. (CC BY 4.0) Li, N., Yang, Y., Zhao, X., & Li, Y. (2023). The relationship between achievement motivation and college students' general self-efficacy: A moderated mediation model. Frontiers in Psychology, 13, 1031912. https://doi.org/10.3389/fpsyg.2022.1031912 | link |
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| li_2023_self_efficacy | General Self-Efficacy Scale (10 items, 1-4) administered to 990 Chinese college students alongside achievement motivation and perceived social support, 2022. (CC BY 4.0) Li, N., Yang, Y., Zhao, X., & Li, Y. (2023). The relationship between achievement motivation and college students' general self-efficacy: A moderated mediation model. Frontiers in Psychology, 13, 1031912. https://doi.org/10.3389/fpsyg.2022.1031912 | link |
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| li_2023_social_support | Multidimensional Scale of Perceived Social Support (12 items, 1-7) administered to 990 Chinese college students, 2022. (CC BY 4.0) Li, N., Yang, Y., Zhao, X., & Li, Y. (2023). The relationship between achievement motivation and college students' general self-efficacy: A moderated mediation model. Frontiers in Psychology, 13, 1031912. https://doi.org/10.3389/fpsyg.2022.1031912 | link |
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| li_2024_bdyz | 4-item Expressive Suppression subscale of the ERQ (Gross & John, 2003; 1-7 Likert; deposit ships the items labelled 1/2/6/9), same sample as li_2024_fa (CC BY 4.0) Li et al. (2024). Does how individuals handle social situations exacerbate the relationship between physique anxiety and food addiction? PeerJ. | link |
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| li_2024_big_five | Big Five personality block, 20 items, 1-6; N = 681; same covariates. (CC BY 4.0) Li, Y., Ma, J., Xi, Y., & Li, J. (2024). Big Five personality and mind wandering in athletes: mediating role of trait anxiety. Frontiers in Psychology, 15, 1232312. https://doi.org/10.3389/fpsyg.2024.1232312 | link |
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| li_2024_csc | Classroom social climate, 13 items, 1-5 agreement; N = 457 international students of Chinese as a second language. (CC BY 4.0) Li, M., Yap, T. T., & Chew, F. P. (2024). The Full Mediating Role of Self-confidence in the Relationship between Classroom Social Climate and Willingness to Communicate in Digital Contexts [Data set]. Mendeley Data, V1. https://doi.org/10.17632/4jfcp2psxf.1 | link |
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| li_2024_deg_engagement | SCALE DIRECTION IS REVERSED FROM THE USUAL CONVENTION: the paper states responses were scored 1 to 5 'indicating the level of agreement with the item descriptions, varying from HIGH TO LOW', so resp=1 is the STRONGEST agreement and resp=5 the weakest. Nothing in the data reveals this; only that sentence does. A user who assumes the common 1=strongly disagree direction will get the sign of every correlation wrong. Learning engagement in digital educational games: 15 items on active participation, question-answering, persistence on difficult problems, transfer to prior learning and to life, and feeling overwhelmed. 434 valid responses from students at three universities in Thailand. Zero missing cells. Item labels are stable positional codes in the deposit's own column order; the deposit's column HEADERS carry the verbatim English item wording, so a future item text table maps by position (code n is the nth column of this battery). (CC BY 4.0) Li Y, Chen D, Deng X (2024). The impact of digital educational games on student's motivation for learning: The mediating effect of learning engagement and the moderating effect of the digital environment. PLOS ONE 19(1). | link |
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| li_2024_deg_motivation | SCALE DIRECTION IS REVERSED FROM THE USUAL CONVENTION: the paper states responses were scored 1 to 5 'indicating the level of agreement with the item descriptions, varying from HIGH TO LOW', so resp=1 is the STRONGEST agreement and resp=5 the weakest. Nothing in the data reveals this; only that sentence does. A user who assumes the common 1=strongly disagree direction will get the sign of every correlation wrong. Motivation for learning in digital educational games: 15 items on learning objectives, planning, willingness, focus, curiosity, anxiety and perceived attainment. The paper derives this battery from the OECD 'PIAAC Adult Literacy Survey Technical Report' chapter on willingness to learn. 434 valid responses from students at three universities in Thailand. Zero missing cells. Item labels are stable positional codes in the deposit's own column order; the deposit's column HEADERS carry the verbatim English item wording, so a future item text table maps by position (code n is the nth column of this battery). (CC BY 4.0) Li Y, Chen D, Deng X (2024). The impact of digital educational games on student's motivation for learning: The mediating effect of learning engagement and the moderating effect of the digital environment. PLOS ONE 19(1). | link |
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| li_2024_deg_perceptions | SCALE DIRECTION IS REVERSED FROM THE USUAL CONVENTION: the paper states responses were scored 1 to 5 'indicating the level of agreement with the item descriptions, varying from HIGH TO LOW', so resp=1 is the STRONGEST agreement and resp=5 the weakest. Nothing in the data reveals this; only that sentence does. A user who assumes the common 1=strongly disagree direction will get the sign of every correlation wrong. Perceptions of digital educational games: 14 items on students' knowledge of digital educational games, family support for playing them, and perceived importance, including four items on preferred game formats (martial arts/combat, ring/competition, passing, points). The paper describes this as the project's own assessment, Cronbach's alpha 0.893. Items 6 and 7 read as yes/no questions ('Have you ever played a digital educational game?') yet were recorded on the same 1-5 scale as the rest; shipped as recorded rather than repaired. 434 valid responses from students at three universities in Thailand. Zero missing cells. Item labels are stable positional codes in the deposit's own column order; the deposit's column HEADERS carry the verbatim English item wording, so a future item text table maps by position (code n is the nth column of this battery). (CC BY 4.0) Li Y, Chen D, Deng X (2024). The impact of digital educational games on student's motivation for learning: The mediating effect of learning engagement and the moderating effect of the digital environment. PLOS ONE 19(1). | link |
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| li_2024_deg_school_environment | SCALE DIRECTION IS REVERSED FROM THE USUAL CONVENTION: the paper states responses were scored 1 to 5 'indicating the level of agreement with the item descriptions, varying from HIGH TO LOW', so resp=1 is the STRONGEST agreement and resp=5 the weakest. Nothing in the data reveals this; only that sentence does. A user who assumes the common 1=strongly disagree direction will get the sign of every correlation wrong. School digital educational environment: 15 items on the school's digital infrastructure, staffing, planning, technical services and research output, as rated by students. 434 valid responses from students at three universities in Thailand. Zero missing cells. Item labels are stable positional codes in the deposit's own column order; the deposit's column HEADERS carry the verbatim English item wording, so a future item text table maps by position (code n is the nth column of this battery). (CC BY 4.0) Li Y, Chen D, Deng X (2024). The impact of digital educational games on student's motivation for learning: The mediating effect of learning engagement and the moderating effect of the digital environment. PLOS ONE 19(1). | link |
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| li_2024_ee_attitudes | Pro-environmental attitudes among Chinese college students. 4 items. 398 Chinese college students, online survey 24-29 May 2023 (400 collected, 2 removed as invalid). 5-point Likert, 1 strongly disagree to 5 strongly agree; no missing cells. ALL FOUR COVARIATES SHIP LABELLED rather than as opaque codes, because all twelve published category counts reproduce exactly in the paper's printed order: gender 214/184 = 53.8%/46.2% (1 male, 2 female), degree 182/186/30 = 45.7/46.7/7.5 (1 specialized, 2 undergraduate, 3 master's or doctoral), hometown 218/180 = 54.8%/45.2% (1 rural, 2 city), monthly living expenses 91/203/75/29 = 22.9/51.0/18.8/7.3 (1 under RMB1,500, 2 1,500-2,000, 3 2,001-3,000, 4 above 3,000). (CC BY 4.0) Li Y, Yang D, Liu S (2024). The impact of environmental education at Chinese Universities on college students' environmental attitudes. PLOS ONE 19(2): e0299231. | link |
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| li_2024_ee_behavioral_control | Perceived behavioural control over pro-environmental behaviour. 4 items, coded PBC1, PBC2, PBC4 and PBC4_dup -- see the note on the source's duplicate column name. 398 Chinese college students, online survey 24-29 May 2023 (400 collected, 2 removed as invalid). 5-point Likert, 1 strongly disagree to 5 strongly agree; no missing cells. ALL FOUR COVARIATES SHIP LABELLED rather than as opaque codes, because all twelve published category counts reproduce exactly in the paper's printed order: gender 214/184 = 53.8%/46.2% (1 male, 2 female), degree 182/186/30 = 45.7/46.7/7.5 (1 specialized, 2 undergraduate, 3 master's or doctoral), hometown 218/180 = 54.8%/45.2% (1 rural, 2 city), monthly living expenses 91/203/75/29 = 22.9/51.0/18.8/7.3 (1 under RMB1,500, 2 1,500-2,000, 3 2,001-3,000, 4 above 3,000). (CC BY 4.0) Li Y, Yang D, Liu S (2024). The impact of environmental education at Chinese Universities on college students' environmental attitudes. PLOS ONE 19(2): e0299231. | link |
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| li_2024_ee_curriculum_education | School curriculum environmental education received at university (the paper's SCE, the deposit's CE). 5 items. 398 Chinese college students, online survey 24-29 May 2023 (400 collected, 2 removed as invalid). 5-point Likert, 1 strongly disagree to 5 strongly agree; no missing cells. ALL FOUR COVARIATES SHIP LABELLED rather than as opaque codes, because all twelve published category counts reproduce exactly in the paper's printed order: gender 214/184 = 53.8%/46.2% (1 male, 2 female), degree 182/186/30 = 45.7/46.7/7.5 (1 specialized, 2 undergraduate, 3 master's or doctoral), hometown 218/180 = 54.8%/45.2% (1 rural, 2 city), monthly living expenses 91/203/75/29 = 22.9/51.0/18.8/7.3 (1 under RMB1,500, 2 1,500-2,000, 3 2,001-3,000, 4 above 3,000). (CC BY 4.0) Li Y, Yang D, Liu S (2024). The impact of environmental education at Chinese Universities on college students' environmental attitudes. PLOS ONE 19(2): e0299231. | link |
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| li_2024_ee_subjective_norms | Subjective norms regarding pro-environmental behaviour. 3 items. 398 Chinese college students, online survey 24-29 May 2023 (400 collected, 2 removed as invalid). 5-point Likert, 1 strongly disagree to 5 strongly agree; no missing cells. ALL FOUR COVARIATES SHIP LABELLED rather than as opaque codes, because all twelve published category counts reproduce exactly in the paper's printed order: gender 214/184 = 53.8%/46.2% (1 male, 2 female), degree 182/186/30 = 45.7/46.7/7.5 (1 specialized, 2 undergraduate, 3 master's or doctoral), hometown 218/180 = 54.8%/45.2% (1 rural, 2 city), monthly living expenses 91/203/75/29 = 22.9/51.0/18.8/7.3 (1 under RMB1,500, 2 1,500-2,000, 3 2,001-3,000, 4 above 3,000). (CC BY 4.0) Li Y, Yang D, Liu S (2024). The impact of environmental education at Chinese Universities on college students' environmental attitudes. PLOS ONE 19(2): e0299231. | link |
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| li_2024_enjoyment | Foreign language enjoyment, 11 items, 1-5 agreement; N = 457 international students of Chinese as a second language. (CC BY 4.0) Li, M., Yap, T. T., & Chew, F. P. (2024). The Full Mediating Role of Self-confidence in the Relationship between Classroom Social Climate and Willingness to Communicate in Digital Contexts [Data set]. Mendeley Data, V1. https://doi.org/10.17632/4jfcp2psxf.1 | link |
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| li_2024_fa | 13-item Food Addiction scale (binary 0/1), n=1151 Chinese college students (CC BY 4.0) Li et al. (2024). Does how individuals handle social situations exacerbate the relationship between physique anxiety and food addiction? PeerJ. | link |
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| li_2024_mas | Chinese Metacognitive Awareness Inventory (52 items, 1-5; knowledge and regulation of cognition subscales) for 592 Chinese nursing undergraduates, both random halves (EFA/CFA) of the validation sample. (CC BY 4.0) Li, S., Xu, J., Jia, X., Zhao, Y., Liu, X., & Wang, Y. (2024). Translation and psychometric validation of the Chinese version of the metacognitive awareness scale among nursing students. Frontiers in Psychology, 15, 1354810. https://doi.org/10.3389/fpsyg.2024.1354810 | link |
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| li_2024_mind_wandering | Mind wandering questionnaire, 30 items (MW1-MW31, MW19 absent in the deposit), 1-5; N = 681 Chinese athletes; cov_gender, cov_age, cov_sports_group, cov_level, cov_sports_years. (CC BY 4.0) Li, Y., Ma, J., Xi, Y., & Li, J. (2024). Big Five personality and mind wandering in athletes: mediating role of trait anxiety. Frontiers in Psychology, 15, 1232312. https://doi.org/10.3389/fpsyg.2024.1232312 | link |
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| li_2024_sad | 28-item Social Avoidance and Distress scale (binary 0/1), same sample as li_2024_fa (CC BY 4.0) Li et al. (2024). Does how individuals handle social situations exacerbate the relationship between physique anxiety and food addiction? PeerJ. | link |
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| li_2024_self_confidence | Self-confidence in L2 communication, 8 items, 1-5 agreement; N = 457 international students of Chinese as a second language. (CC BY 4.0) Li, M., Yap, T. T., & Chew, F. P. (2024). The Full Mediating Role of Self-confidence in the Relationship between Classroom Social Climate and Willingness to Communicate in Digital Contexts [Data set]. Mendeley Data, V1. https://doi.org/10.17632/4jfcp2psxf.1 | link |
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| li_2024_spa | 15-item Social Physique Anxiety scale (1-5 Likert), same sample as li_2024_fa (CC BY 4.0) Li et al. (2024). Does how individuals handle social situations exacerbate the relationship between physique anxiety and food addiction? PeerJ. | link |
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| li_2024_trait_anxiety | Trait anxiety block, 16 items (JL1-JL17, JL10 absent), 1-6; N = 681; same covariates. (CC BY 4.0) Li, Y., Ma, J., Xi, Y., & Li, J. (2024). Big Five personality and mind wandering in athletes: mediating role of trait anxiety. Frontiers in Psychology, 15, 1232312. https://doi.org/10.3389/fpsyg.2024.1232312 | link |
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| li_2024_vr_ease_of_use | Perceived ease of use of the VR exhibition. 3 items. 313 respondents recruited via social media (January-December 2023) who had experienced the Liangzhu Museum online VR exhibition. No covariates: the deposit is the serial number plus the 27 item columns and nothing else. SCALE DIRECTION IS NOT CONFIRMED BY THE ARTICLE -- it says only '5-point scale' with 'strongly disagree' and 'strongly agree' as endpoints and never states which end is coded 1, so resp ships exactly as the deposit codes it under the conventional reading that 1 is strongly disagree. No item is reverse-worded, so one direction applies to all 27. Item identifiers and item WORDING both come from the deposit's own column headers, which carry the code and the full English item in one string. (CC BY 4.0) Li J, Lv C (2024). Exploring user acceptance of online virtual reality exhibition technologies: A case study of Liangzhu Museum. PLOS ONE 19(8): e0308267. | link |
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| li_2024_vr_enjoyment | Perceived enjoyment of the VR exhibition. 3 items. 313 respondents recruited via social media (January-December 2023) who had experienced the Liangzhu Museum online VR exhibition. No covariates: the deposit is the serial number plus the 27 item columns and nothing else. SCALE DIRECTION IS NOT CONFIRMED BY THE ARTICLE -- it says only '5-point scale' with 'strongly disagree' and 'strongly agree' as endpoints and never states which end is coded 1, so resp ships exactly as the deposit codes it under the conventional reading that 1 is strongly disagree. No item is reverse-worded, so one direction applies to all 27. Item identifiers and item WORDING both come from the deposit's own column headers, which carry the code and the full English item in one string. (CC BY 4.0) Li J, Lv C (2024). Exploring user acceptance of online virtual reality exhibition technologies: A case study of Liangzhu Museum. PLOS ONE 19(8): e0308267. | link |
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| li_2024_vr_immersion | Immersion in an online VR museum exhibition. 3 items. 313 respondents recruited via social media (January-December 2023) who had experienced the Liangzhu Museum online VR exhibition. No covariates: the deposit is the serial number plus the 27 item columns and nothing else. SCALE DIRECTION IS NOT CONFIRMED BY THE ARTICLE -- it says only '5-point scale' with 'strongly disagree' and 'strongly agree' as endpoints and never states which end is coded 1, so resp ships exactly as the deposit codes it under the conventional reading that 1 is strongly disagree. No item is reverse-worded, so one direction applies to all 27. Item identifiers and item WORDING both come from the deposit's own column headers, which carry the code and the full English item in one string. (CC BY 4.0) Li J, Lv C (2024). Exploring user acceptance of online virtual reality exhibition technologies: A case study of Liangzhu Museum. PLOS ONE 19(8): e0308267. | link |
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| li_2024_vr_intention_to_use | Intention to use similar VR exhibitions in future. 3 items. 313 respondents recruited via social media (January-December 2023) who had experienced the Liangzhu Museum online VR exhibition. No covariates: the deposit is the serial number plus the 27 item columns and nothing else. SCALE DIRECTION IS NOT CONFIRMED BY THE ARTICLE -- it says only '5-point scale' with 'strongly disagree' and 'strongly agree' as endpoints and never states which end is coded 1, so resp ships exactly as the deposit codes it under the conventional reading that 1 is strongly disagree. No item is reverse-worded, so one direction applies to all 27. Item identifiers and item WORDING both come from the deposit's own column headers, which carry the code and the full English item in one string. (CC BY 4.0) Li J, Lv C (2024). Exploring user acceptance of online virtual reality exhibition technologies: A case study of Liangzhu Museum. PLOS ONE 19(8): e0308267. | link |
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| li_2024_vr_interactivity | Interactivity of an online VR museum exhibition (responsiveness and controllability). 5 items. 313 respondents recruited via social media (January-December 2023) who had experienced the Liangzhu Museum online VR exhibition. No covariates: the deposit is the serial number plus the 27 item columns and nothing else. SCALE DIRECTION IS NOT CONFIRMED BY THE ARTICLE -- it says only '5-point scale' with 'strongly disagree' and 'strongly agree' as endpoints and never states which end is coded 1, so resp ships exactly as the deposit codes it under the conventional reading that 1 is strongly disagree. No item is reverse-worded, so one direction applies to all 27. Item identifiers and item WORDING both come from the deposit's own column headers, which carry the code and the full English item in one string. (CC BY 4.0) Li J, Lv C (2024). Exploring user acceptance of online virtual reality exhibition technologies: A case study of Liangzhu Museum. PLOS ONE 19(8): e0308267. | link |
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| li_2024_vr_presence | Presence -- the sense of being at the exhibition rather than viewing it. 3 items. 313 respondents recruited via social media (January-December 2023) who had experienced the Liangzhu Museum online VR exhibition. No covariates: the deposit is the serial number plus the 27 item columns and nothing else. SCALE DIRECTION IS NOT CONFIRMED BY THE ARTICLE -- it says only '5-point scale' with 'strongly disagree' and 'strongly agree' as endpoints and never states which end is coded 1, so resp ships exactly as the deposit codes it under the conventional reading that 1 is strongly disagree. No item is reverse-worded, so one direction applies to all 27. Item identifiers and item WORDING both come from the deposit's own column headers, which carry the code and the full English item in one string. (CC BY 4.0) Li J, Lv C (2024). Exploring user acceptance of online virtual reality exhibition technologies: A case study of Liangzhu Museum. PLOS ONE 19(8): e0308267. | link |
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| li_2024_vr_usefulness | Perceived usefulness of the VR exhibition. 4 items. 313 respondents recruited via social media (January-December 2023) who had experienced the Liangzhu Museum online VR exhibition. No covariates: the deposit is the serial number plus the 27 item columns and nothing else. SCALE DIRECTION IS NOT CONFIRMED BY THE ARTICLE -- it says only '5-point scale' with 'strongly disagree' and 'strongly agree' as endpoints and never states which end is coded 1, so resp ships exactly as the deposit codes it under the conventional reading that 1 is strongly disagree. No item is reverse-worded, so one direction applies to all 27. Item identifiers and item WORDING both come from the deposit's own column headers, which carry the code and the full English item in one string. (CC BY 4.0) Li J, Lv C (2024). Exploring user acceptance of online virtual reality exhibition technologies: A case study of Liangzhu Museum. PLOS ONE 19(8): e0308267. | link |
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| li_2024_vr_visit_actual_site | Tendency to visit the actual site after the VR experience. 3 items. 313 respondents recruited via social media (January-December 2023) who had experienced the Liangzhu Museum online VR exhibition. No covariates: the deposit is the serial number plus the 27 item columns and nothing else. SCALE DIRECTION IS NOT CONFIRMED BY THE ARTICLE -- it says only '5-point scale' with 'strongly disagree' and 'strongly agree' as endpoints and never states which end is coded 1, so resp ships exactly as the deposit codes it under the conventional reading that 1 is strongly disagree. No item is reverse-worded, so one direction applies to all 27. Item identifiers and item WORDING both come from the deposit's own column headers, which carry the code and the full English item in one string. (CC BY 4.0) Li J, Lv C (2024). Exploring user acceptance of online virtual reality exhibition technologies: A case study of Liangzhu Museum. PLOS ONE 19(8): e0308267. | link |
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| li_2024_wtc_cross_setting | Cross-setting willingness to communicate, 11 items, 1-5 (definitely not willing .. definitely willing); N = 457 international students of Chinese as a second language. (CC BY 4.0) Li, M., Yap, T. T., & Chew, F. P. (2024). The Full Mediating Role of Self-confidence in the Relationship between Classroom Social Climate and Willingness to Communicate in Digital Contexts [Data set]. Mendeley Data, V1. https://doi.org/10.17632/4jfcp2psxf.1 | link |
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| li_2024_wtc_digital | Willingness to communicate in digital contexts, 4 items, 1-5 (definitely not willing .. definitely willing); N = 457 international students of Chinese as a second language. (CC BY 4.0) Li, M., Yap, T. T., & Chew, F. P. (2024). The Full Mediating Role of Self-confidence in the Relationship between Classroom Social Climate and Willingness to Communicate in Digital Contexts [Data set]. Mendeley Data, V1. https://doi.org/10.17632/4jfcp2psxf.1 | link |
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| li_2025_body_image | Body Image Scale, 9 items (1-4), 637 physically active respondents. (CC BY 4.0) li, jianye (2025). Exploring the Interrelationship Between Exercise Addiction and Eating Disorders: The Mediating Roles of Self-Esteem and Body Image Dissatisfaction [Data set]. Mendeley Data, V1. | link |
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| li_2025_corporate_performance | Corporate performance scale (10 items 7-pt Likert) rated by managers/employees at Chinese time-honored (heritage) enterprises (CC BY 4.0) Li X, et al (2025) Breaking the deadlock: A study on the pathway and effects of reshaping the sustainable marketing capability of Chinese time-honored brands. PLoS ONE 20(6): e0326329 | link |
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| li_2025_eat26 | Eating Attitudes Test-26, 26 items (1-6), 637 physically active respondents. (CC BY 4.0) li, jianye (2025). Exploring the Interrelationship Between Exercise Addiction and Eating Disorders: The Mediating Roles of Self-Esteem and Body Image Dissatisfaction [Data set]. Mendeley Data, V1. | link |
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| li_2025_exercise_addiction | Exercise Addiction Inventory, 6 items (1-5), 637 physically active respondents. (CC BY 4.0) li, jianye (2025). Exploring the Interrelationship Between Exercise Addiction and Eating Disorders: The Mediating Roles of Self-Esteem and Body Image Dissatisfaction [Data set]. Mendeley Data, V1. | link |
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| li_2025_icf_rs17 | ICF-RS-17, a 17-item functional assessment tool built from the International Classification of Functioning, Disability and Health via a three-round Delphi study, then validated on 2,574 inpatients at 12 Chinese rehabilitation institutions (Nanjing, Wuxi, Suzhou, Aug 2021-Mar 2023). Each patient was rated on all 17 ICF categories at admission and again at discharge, so wave 1 = admission and wave 2 = discharge; 87,516 responses. resp is the 0-10 Numerical Rating Scale the paper defines, where 0 = no problem and 10 = complete problem -- HIGHER IS WORSE functioning. item is the ICF category code as the source spells it (d450, b455, ...). (CC BY 4.0) Li, J., Xu, G., Jin, J., Li, N., Li, J., & Liu, S. (2025). Development and validation of a functional assessment tool for Chinese inpatient rehabilitation: insights from a Delphi study based on the International Classification of Functioning, Disability, and Health (ICF). PeerJ, 13, e20280. https://doi.org/10.7717/peerj.20280 | link |
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| li_2025_market_environment | Market environment scale (5 items 7-pt Likert) rated by managers/employees at Chinese time-honored (heritage) enterprises (CC BY 4.0) Li X, et al (2025) Breaking the deadlock: A study on the pathway and effects of reshaping the sustainable marketing capability of Chinese time-honored brands. PLoS ONE 20(6): e0326329 | link |
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| li_2025_marketing_culture | Marketing culture scale (5 items 7-pt Likert) rated by managers/employees at Chinese time-honored (heritage) enterprises (CC BY 4.0) Li X, et al (2025) Breaking the deadlock: A study on the pathway and effects of reshaping the sustainable marketing capability of Chinese time-honored brands. PLoS ONE 20(6): e0326329 | link |
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| li_2025_marketing_exploitation | Marketing exploitation capability scale (5 items 7-pt Likert) rated by managers/employees at Chinese time-honored (heritage) enterprises (CC BY 4.0) Li X, et al (2025) Breaking the deadlock: A study on the pathway and effects of reshaping the sustainable marketing capability of Chinese time-honored brands. PLoS ONE 20(6): e0326329 | link |
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| li_2025_marketing_exploration | Marketing exploration capability scale (5 items 7-pt Likert) rated by managers/employees at Chinese time-honored (heritage) enterprises (CC BY 4.0) Li X, et al (2025) Breaking the deadlock: A study on the pathway and effects of reshaping the sustainable marketing capability of Chinese time-honored brands. PLoS ONE 20(6): e0326329 | link |
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| li_2025_marketing_learning | Marketing learning scale (5 items 7-pt Likert) rated by managers/employees at Chinese time-honored (heritage) enterprises (CC BY 4.0) Li X, et al (2025) Breaking the deadlock: A study on the pathway and effects of reshaping the sustainable marketing capability of Chinese time-honored brands. PLoS ONE 20(6): e0326329 | link |
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| li_2025_marketing_operation | Marketing operation scale (5 items 7-pt Likert) rated by managers/employees at Chinese time-honored (heritage) enterprises (CC BY 4.0) Li X, et al (2025) Breaking the deadlock: A study on the pathway and effects of reshaping the sustainable marketing capability of Chinese time-honored brands. PLoS ONE 20(6): e0326329 | link |
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| li_2025_policy_environment | Policy environment scale (5 items 7-pt Likert) rated by managers/employees at Chinese time-honored (heritage) enterprises (CC BY 4.0) Li X, et al (2025) Breaking the deadlock: A study on the pathway and effects of reshaping the sustainable marketing capability of Chinese time-honored brands. PLoS ONE 20(6): e0326329 | link |
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| li_2025_pprds | Peer Pressure on Risky Driving Scale, Chinese version (20 items, 1-5; risk-encouraging, risk-discouraging and indirect peer pressure), from 269 young Chinese drivers (CC BY 4.0) Li, W., Liu, J., Wang, Y., & Sun, L. (2025). Psychometric adaptation and validity of the Resistance to Peer Influence Scale among young Chinese drivers and its links with peer pressure and risky driving behaviours. Behavioral Sciences, 15(9), 1237. | link |
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| li_2025_risky_driving | Frequency of six risky driving behaviours (running red lights, tailgating, speeding, illegal overtaking, no seatbelt, drunk driving; 1-5), from 269 young Chinese drivers (CC BY 4.0) Li, W., Liu, J., Wang, Y., & Sun, L. (2025). Psychometric adaptation and validity of the Resistance to Peer Influence Scale among young Chinese drivers and its links with peer pressure and risky driving behaviours. Behavioral Sciences, 15(9), 1237. | link |
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| li_2025_rpi | Resistance to Peer Influence scale (Steinberg & Monahan; 10 items, 1-4), Chinese adaptation, from 269 young Chinese drivers (CC BY 4.0) Li, W., Liu, J., Wang, Y., & Sun, L. (2025). Psychometric adaptation and validity of the Resistance to Peer Influence Scale among young Chinese drivers and its links with peer pressure and risky driving behaviours. Behavioral Sciences, 15(9), 1237. | link |
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| li_2025_sdcaf | Safe Driving Climate among Friends scale, Chinese version (18 items, 1-5; shared commitment, communication, friend pressure, social costs), from 269 young Chinese drivers (CC BY 4.0) Li, W., Liu, J., Wang, Y., & Sun, L. (2025). Psychometric adaptation and validity of the Resistance to Peer Influence Scale among young Chinese drivers and its links with peer pressure and risky driving behaviours. Behavioral Sciences, 15(9), 1237. | link |
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| li_2025_self_esteem | Self-Esteem Scale, 10 items (1-4), 635 physically active respondents. (CC BY 4.0) li, jianye (2025). Exploring the Interrelationship Between Exercise Addiction and Eating Disorders: The Mediating Roles of Self-Esteem and Body Image Dissatisfaction [Data set]. Mendeley Data, V1. | link |
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| li_2025_socmedia_enjoyment | 4-item perceived-enjoyment scale (1-5 Likert), same sports-tourism social-media sample as li_2025_socmedia_usefulness, n=435 (CC BY 4.0) Li X, et al (2025). The impact of social media on university students' revisit intention in sports tourism: A hybrid method based on SEM and ANN. PLOS ONE. | link |
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| li_2025_socmedia_ewom | 6-item eWOM (electronic word-of-mouth) intention scale (1-5 Likert), same sports-tourism social-media sample as li_2025_socmedia_usefulness, n=435 (CC BY 4.0) Li X, et al (2025). The impact of social media on university students' revisit intention in sports tourism: A hybrid method based on SEM and ANN. PLOS ONE. | link |
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| li_2025_socmedia_infoquality | 3-item information-quality scale (1-5 Likert), same sports-tourism social-media sample as li_2025_socmedia_usefulness, n=435 (CC BY 4.0) Li X, et al (2025). The impact of social media on university students' revisit intention in sports tourism: A hybrid method based on SEM and ANN. PLOS ONE. | link |
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| li_2025_socmedia_revisit | 3-item revisit-intention scale (1-5 Likert), same sports-tourism social-media sample as li_2025_socmedia_usefulness, n=435 (CC BY 4.0) Li X, et al (2025). The impact of social media on university students' revisit intention in sports tourism: A hybrid method based on SEM and ANN. PLOS ONE. | link |
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| li_2025_socmedia_satisfaction | 4-item satisfaction scale (1-5 Likert), same sports-tourism social-media sample as li_2025_socmedia_usefulness, n=435 (CC BY 4.0) Li X, et al (2025). The impact of social media on university students' revisit intention in sports tourism: A hybrid method based on SEM and ANN. PLOS ONE. | link |
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| li_2025_socmedia_usefulness | 4-item perceived-usefulness scale (1-5 Likert), sports-tourism social-media revisit-intention survey, n=435 (CC BY 4.0) Li X, et al (2025). The impact of social media on university students' revisit intention in sports tourism: A hybrid method based on SEM and ANN. PLOS ONE. | link |
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| li_2026_ai_anxiety | AI anxiety, 8 items (AIAX1-AIAX8) on a 1-5 agreement scale, answered in Chinese by 204 Chinese university students in a study of writing self-regulated learning. (CC BY 4.0) Li, H. (2026). The Effects of AI Self-Efficacy and AI Anxiety on Writing Self-Regulated Learning [Dataset]. figshare. | link |
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| li_2026_ai_self_efficacy | AI self-efficacy, 8 items (AISE1-AISE8) on a 1-5 agreement scale, answered in Chinese by 204 Chinese university students in a study of writing self-regulated learning. (CC BY 4.0) Li, H. (2026). The Effects of AI Self-Efficacy and AI Anxiety on Writing Self-Regulated Learning [Dataset]. figshare. | link |
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| li_2026_coab | Compensatory online aggressive behavior toward athlete-influencers, 9 items Q13-Q21, 1-7; N = 442 adult social-media users; 12 demographic/usage covariates (cov_gender, cov_age_group, cov_education, cov_employment, cov_social_media_hours, ...). (CC BY 4.0) Li (2026). Compensatory Online Aggressive Behavior Is Associated With Psychological Distress Through Emotional Venting and Negative Affect Duration, Moderated by Empathy. Mendeley Data, V1. https://doi.org/10.17632/sjyrmwbcbx | link |
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| li_2026_coach_leadership | Coach leadership behaviour, 25 items on a 1-5 scale, adolescent handball players; item codes are the source's Chinese labels. 5,575 responses from 223 respondents on 25 items. (CC BY 4.0) Li, J. (2026). Coach leadership behavior and team cohesion among adolescent handball players [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21445573 | link |
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| li_2026_ec | One of four writing self-regulated-learning blocks, 8 items on a 1-5 agreement scale, answered in Chinese by 204 Chinese university students. The deposit labels the block EC and does not say which subscale it is; the table keeps the source's code rather than guessing a construct. (CC BY 4.0) Li, H. (2026). The Effects of AI Self-Efficacy and AI Anxiety on Writing Self-Regulated Learning [Dataset]. figshare. | link |
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| li_2026_efl_listening_bk | BK_1-BK_8: 8 items (1-7) of an undocumented block (BK) from a survey of listening strategies and listening anxiety in AI-augmented blended learning; N = 436 Chinese vocational-college EFL students; cov_gender, cov_age, cov_grade. (CC BY 4.0) Li, K. (2026). Reducing Listening Anxiety in Blended Learning: The Role of AI-Driven Feedback and Strategy in EFL Education [data]. Mendeley Data. https://doi.org/10.17632/y2929y272c | link |
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| li_2026_efl_listening_cs | CS_1-CS_6: 6 items (1-7) of an undocumented block (CS) from a survey of listening strategies and listening anxiety in AI-augmented blended learning; N = 436 Chinese vocational-college EFL students; cov_gender, cov_age, cov_grade. (CC BY 4.0) Li, K. (2026). Reducing Listening Anxiety in Blended Learning: The Role of AI-Driven Feedback and Strategy in EFL Education [data]. Mendeley Data. https://doi.org/10.17632/y2929y272c | link |
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| li_2026_efl_listening_lct | LCT_1-LCT_17: 17 items (1-7) of an undocumented block (LCT) from a survey of listening strategies and listening anxiety in AI-augmented blended learning; N = 436 Chinese vocational-college EFL students; cov_gender, cov_age, cov_grade. (CC BY 4.0) Li, K. (2026). Reducing Listening Anxiety in Blended Learning: The Role of AI-Driven Feedback and Strategy in EFL Education [data]. Mendeley Data. https://doi.org/10.17632/y2929y272c | link |
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| li_2026_efl_listening_lts | LTS_1-LTS_8: 8 items (1-7) of an undocumented block (LTS) from a survey of listening strategies and listening anxiety in AI-augmented blended learning; N = 436 Chinese vocational-college EFL students; cov_gender, cov_age, cov_grade. (CC BY 4.0) Li, K. (2026). Reducing Listening Anxiety in Blended Learning: The Role of AI-Driven Feedback and Strategy in EFL Education [data]. Mendeley Data. https://doi.org/10.17632/y2929y272c | link |
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| li_2026_efl_listening_ms | MS_1-MS_5: 5 items (1-7) of an undocumented block (MS) from a survey of listening strategies and listening anxiety in AI-augmented blended learning; N = 436 Chinese vocational-college EFL students; cov_gender, cov_age, cov_grade. (CC BY 4.0) Li, K. (2026). Reducing Listening Anxiety in Blended Learning: The Role of AI-Driven Feedback and Strategy in EFL Education [data]. Mendeley Data. https://doi.org/10.17632/y2929y272c | link |
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| li_2026_efl_listening_ps | PS_1-PS_8: 8 items (1-7) of an undocumented block (PS) from a survey of listening strategies and listening anxiety in AI-augmented blended learning; N = 436 Chinese vocational-college EFL students; cov_gender, cov_age, cov_grade. (CC BY 4.0) Li, K. (2026). Reducing Listening Anxiety in Blended Learning: The Role of AI-Driven Feedback and Strategy in EFL Education [data]. Mendeley Data. https://doi.org/10.17632/y2929y272c | link |
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| li_2026_empathy | Empathy toward athletes, 10 items Q48-Q57, 1-7; N = 442 adult social-media users; 12 demographic/usage covariates (cov_gender, cov_age_group, cov_education, cov_employment, cov_social_media_hours, ...). (CC BY 4.0) Li (2026). Compensatory Online Aggressive Behavior Is Associated With Psychological Distress Through Emotional Venting and Negative Affect Duration, Moderated by Empathy. Mendeley Data, V1. https://doi.org/10.17632/sjyrmwbcbx | link |
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| li_2026_fh | One of four writing self-regulated-learning blocks, 8 items on a 1-5 agreement scale, answered in Chinese by 204 Chinese university students. The deposit labels the block FH and does not say which subscale it is; the table keeps the source's code rather than guessing a construct. (CC BY 4.0) Li, H. (2026). The Effects of AI Self-Efficacy and AI Anxiety on Writing Self-Regulated Learning [Dataset]. figshare. | link |
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| li_2026_hsc_awareness | Awareness of home-school-community collaborative education, 6 agreement items, 1 非常认同 (strongly agree) - 5 非常不认同 (strongly disagree) as deposited; N = 1,351 Chinese schoolteachers; cov_gender, cov_age, cov_education, cov_teaching_years, cov_head_teacher, cov_title. (CC0 1.0) Li, Y. (2026). From Awareness to Competence: A Cognitive-Affective-Contextual Model of Teachers' Collaborative Competence Development in Home-School-Community Collaboration. Harvard Dataverse. https://doi.org/10.7910/DVN/A9NUD7 | link |
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| li_2026_hsc_competence | Self-rated competence in home-school-community collaboration tasks, 5 items, 1 完全能 (fully able) - 5 完全不能 (completely unable) as deposited; N = 1,351; same covariates. (CC0 1.0) Li, Y. (2026). From Awareness to Competence: A Cognitive-Affective-Contextual Model of Teachers' Collaborative Competence Development in Home-School-Community Collaboration. Harvard Dataverse. https://doi.org/10.7910/DVN/A9NUD7 | link |
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| li_2026_hsc_implementation | Whether the respondent's school has implemented home-school-community collaboration structures (department, rules, guidelines, work plan, activities), 6 yes/no items, 1 yes / 0 no ('unclear' set missing); N = 1,283; same covariates. (CC0 1.0) Li, Y. (2026). From Awareness to Competence: A Cognitive-Affective-Contextual Model of Teachers' Collaborative Competence Development in Home-School-Community Collaboration. Harvard Dataverse. https://doi.org/10.7910/DVN/A9NUD7 | link |
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| li_2026_hsc_recognition | Recognition of the importance of home-school-community collaboration, 4 items, 1 非常重要 (very important) - 5 非常不重要 (very unimportant) as deposited; N = 1,351; same covariates. (CC0 1.0) Li, Y. (2026). From Awareness to Competence: A Cognitive-Affective-Contextual Model of Teachers' Collaborative Competence Development in Home-School-Community Collaboration. Harvard Dataverse. https://doi.org/10.7910/DVN/A9NUD7 | link |
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| li_2026_imi_teq | Intrinsic Motivation Inventory Technology Enhanced Questionnaire (362 participants, 34 items, 7-point Likert) (CC BY 4.0) NA | link |
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| li_2026_maas_subscription conjoint · source = "conj" |
Stated-preference experiment on Mobility-as-a-Service subscriptions: 1,299 individuals saw eight single subscription offers (price, time commitment, public reviews, and the share used by family, friends and colleagues) and answered yes or no. (CC BY 4.0) Li, X., Feng, T., Rasouli, S., & Wong, M. (2026). Empirical dataset for latent variable choice modeling [Data set]. Zenodo. | link |
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| li_2026_mst | One of four writing self-regulated-learning blocks, 8 items on a 1-5 agreement scale, answered in Chinese by 204 Chinese university students. The deposit labels the block MST and does not say which subscale it is; the table keeps the source's code rather than guessing a construct. (CC BY 4.0) Li, H. (2026). The Effects of AI Self-Efficacy and AI Anxiety on Writing Self-Regulated Learning [Dataset]. figshare. | link |
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| li_2026_nad | Negative affect duration after online incidents, 10 items Q30-Q39, 1-7; N = 442 adult social-media users; 12 demographic/usage covariates (cov_gender, cov_age_group, cov_education, cov_employment, cov_social_media_hours, ...). (CC BY 4.0) Li (2026). Compensatory Online Aggressive Behavior Is Associated With Psychological Distress Through Emotional Venting and Negative Affect Duration, Moderated by Empathy. Mendeley Data, V1. https://doi.org/10.17632/sjyrmwbcbx | link |
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| li_2026_pd | Psychological distress from online incidents, 8 items Q40-Q47, 1-7; N = 442 adult social-media users; 12 demographic/usage covariates (cov_gender, cov_age_group, cov_education, cov_employment, cov_social_media_hours, ...). (CC BY 4.0) Li (2026). Compensatory Online Aggressive Behavior Is Associated With Psychological Distress Through Emotional Venting and Negative Affect Duration, Moderated by Empathy. Mendeley Data, V1. https://doi.org/10.17632/sjyrmwbcbx | link |
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| li_2026_pev | Perceived emotional venting through commenting, 8 items Q22-Q29, 1-7; N = 442 adult social-media users; 12 demographic/usage covariates (cov_gender, cov_age_group, cov_education, cov_employment, cov_social_media_hours, ...). (CC BY 4.0) Li (2026). Compensatory Online Aggressive Behavior Is Associated With Psychological Distress Through Emotional Venting and Negative Affect Duration, Moderated by Empathy. Mendeley Data, V1. https://doi.org/10.17632/sjyrmwbcbx | link |
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| li_2026_pl | One of four writing self-regulated-learning blocks, 8 items on a 1-5 agreement scale, answered in Chinese by 204 Chinese university students. The deposit labels the block PL and does not say which subscale it is; the table keeps the source's code rather than guessing a construct. (CC BY 4.0) Li, H. (2026). The Effects of AI Self-Efficacy and AI Anxiety on Writing Self-Regulated Learning [Dataset]. figshare. | link |
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| li_2026_psmus | Problematic Social Media Use Scale (Chinese version), 15 items, 1 (strongly disagree) to 8 (strongly agree). 785 Chinese college students aged 18-35. (CC BY 4.0) Li M, Liu T, Wang X, Wang Y, Hao Y, Chen S, Potenza MN, Moretta T (2026). Reliability, factor structure, and criterion validity: testing the problematic social media use scale in Chinese college students. PeerJ, 14, e21138. https://doi.org/10.7717/peerj.21138 | link |
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| li_2026_sas_sv | Smartphone Addiction Scale, Short Version (10 items, 1-6) from 1,842 Chinese college students. (CC BY 4.0) Li X, Mao Y (2026). Network analysis of smartphone addiction and sleep disorder symptoms in Chinese college students. PLOS ONE 21(5): e0349016. | link |
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| li_2026_sport_commitment | Sport commitment, 20 items on a 1-5 scale, adolescent handball players; item codes are the source's Chinese labels. 4,460 responses from 223 respondents on 20 items. (CC BY 4.0) Li, J. (2026). Coach leadership behavior and team cohesion among adolescent handball players [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21445573 | link |
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| li_2026_team_cohesion | Team cohesion, 18 items on a 1-5 scale, adolescent handball players; item codes are the source's Chinese labels. 4,014 responses from 223 respondents on 18 items. (CC BY 4.0) Li, J. (2026). Coach leadership behavior and team cohesion among adolescent handball players [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21445573 | link |
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| li_2026_vocational_ct | CT1-CT29: 29 items (1-5) of an undocumented block (CT) from a survey on interactive learning, digital competence and thinking style; N = 417 Chinese vocational-college students; cov_gender, cov_age, cov_major. (CC0 1.0) Li, L. (2026). Who benefits from digitalised vocational education? Interactive learning, digital competence and thinking style in China's vocational colleges [data]. Harvard Dataverse. https://doi.org/10.7910/DVN/JOJAGD | link |
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| li_2026_vocational_dc | DC1-DC8: 8 items (1-5) of an undocumented block (DC) from a survey on interactive learning, digital competence and thinking style; N = 417 Chinese vocational-college students; cov_gender, cov_age, cov_major. (CC0 1.0) Li, L. (2026). Who benefits from digitalised vocational education? Interactive learning, digital competence and thinking style in China's vocational colleges [data]. Harvard Dataverse. https://doi.org/10.7910/DVN/JOJAGD | link |
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| li_2026_vocational_jts | JTS1-JTS8: 8 items (1-5) of an undocumented block (JTS) from a survey on interactive learning, digital competence and thinking style; N = 417 Chinese vocational-college students; cov_gender, cov_age, cov_major. (CC0 1.0) Li, L. (2026). Who benefits from digitalised vocational education? Interactive learning, digital competence and thinking style in China's vocational colleges [data]. Harvard Dataverse. https://doi.org/10.7910/DVN/JOJAGD | link |
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| li_2026_vocational_pi | PI1-PI13: 13 items (1-5) of an undocumented block (PI) from a survey on interactive learning, digital competence and thinking style; N = 417 Chinese vocational-college students; cov_gender, cov_age, cov_major. (CC0 1.0) Li, L. (2026). Who benefits from digitalised vocational education? Interactive learning, digital competence and thinking style in China's vocational colleges [data]. Harvard Dataverse. https://doi.org/10.7910/DVN/JOJAGD | link |
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| liang2026_extrinsic_motivation | Extrinsic motivation subscale from an exercise motivation study (N=45, 5 items, 1-5 Likert). (CC BY 4.0) Liang, W. et al. (2026). Data for exercise motivation study [Dataset]. figshare. https://doi.org/10.1371/journal.pone.0345759 | link |
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| liang2026_intrinsic_motivation | Intrinsic motivation subscale from an exercise motivation study (N=45, 5 items, 1-5 Likert). (CC BY 4.0) Liang, W. et al. (2026). Data for exercise motivation study [Dataset]. figshare. https://doi.org/10.1371/journal.pone.0345759 | link |
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| liang_2026_extrinsic_motivation | Extrinsic exercise motivation scale from app-supported vs. conventional PE comparison; N=45, 5 items, 1-5 Likert (CC BY 4.0) Liang, X.; Wang, Z. (2026). App-supported versus conventional college physical education: Effects on standardized physical fitness scores and exercise motivation in Chinese university students. PLOS One. DOI: 10.1371/journal.pone.0345759 | link |
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| liang_2026_ich_ceremoniality | Ceremoniality of the ritualized experience. 4 items. 390 tourists interviewed on site after a Shehuo performance in Yongdeng County, Tongwei County and Tianshui, Gansu, 18 November 2025 - 8 January 2026 (425 collected). 7-point, 1 strongly disagree to 7 strongly agree; no missing cells and no covariates in the deposit. (CC BY 4.0) Liang W, Song H (2026). Ritualized experiences and perceived authenticity in shaping tourists' willingness to support intangible cultural heritage inheritance. PLOS ONE 21(9): e0358987. | link |
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| liang_2026_ich_commitment | Commitment dimension of the ritualized experience. 3 items. 390 tourists interviewed on site after a Shehuo performance in Yongdeng County, Tongwei County and Tianshui, Gansu, 18 November 2025 - 8 January 2026 (425 collected). 7-point, 1 strongly disagree to 7 strongly agree; no missing cells and no covariates in the deposit. (CC BY 4.0) Liang W, Song H (2026). Ritualized experiences and perceived authenticity in shaping tourists' willingness to support intangible cultural heritage inheritance. PLOS ONE 21(9): e0358987. | link |
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| liang_2026_ich_constructive_auth | Constructive authenticity of the heritage performance. 3 items. 390 tourists interviewed on site after a Shehuo performance in Yongdeng County, Tongwei County and Tianshui, Gansu, 18 November 2025 - 8 January 2026 (425 collected). 7-point, 1 strongly disagree to 7 strongly agree; no missing cells and no covariates in the deposit. (CC BY 4.0) Liang W, Song H (2026). Ritualized experiences and perceived authenticity in shaping tourists' willingness to support intangible cultural heritage inheritance. PLOS ONE 21(9): e0358987. | link |
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| liang_2026_ich_existential_auth | Existential authenticity -- the tourist's own felt authenticity. 3 items. 390 tourists interviewed on site after a Shehuo performance in Yongdeng County, Tongwei County and Tianshui, Gansu, 18 November 2025 - 8 January 2026 (425 collected). 7-point, 1 strongly disagree to 7 strongly agree; no missing cells and no covariates in the deposit. (CC BY 4.0) Liang W, Song H (2026). Ritualized experiences and perceived authenticity in shaping tourists' willingness to support intangible cultural heritage inheritance. PLOS ONE 21(9): e0358987. | link |
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| liang_2026_ich_non_functionality | Non-functionality of the ritualized experience. 3 items. 390 tourists interviewed on site after a Shehuo performance in Yongdeng County, Tongwei County and Tianshui, Gansu, 18 November 2025 - 8 January 2026 (425 collected). 7-point, 1 strongly disagree to 7 strongly agree; no missing cells and no covariates in the deposit. (CC BY 4.0) Liang W, Song H (2026). Ritualized experiences and perceived authenticity in shaping tourists' willingness to support intangible cultural heritage inheritance. PLOS ONE 21(9): e0358987. | link |
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| liang_2026_ich_objective_auth | Objective authenticity of the heritage performance. 3 items. 390 tourists interviewed on site after a Shehuo performance in Yongdeng County, Tongwei County and Tianshui, Gansu, 18 November 2025 - 8 January 2026 (425 collected). 7-point, 1 strongly disagree to 7 strongly agree; no missing cells and no covariates in the deposit. (CC BY 4.0) Liang W, Song H (2026). Ritualized experiences and perceived authenticity in shaping tourists' willingness to support intangible cultural heritage inheritance. PLOS ONE 21(9): e0358987. | link |
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| liang_2026_ich_uniqueness | Uniqueness of the ritualized heritage experience. 4 items. 390 tourists interviewed on site after a Shehuo performance in Yongdeng County, Tongwei County and Tianshui, Gansu, 18 November 2025 - 8 January 2026 (425 collected). 7-point, 1 strongly disagree to 7 strongly agree; no missing cells and no covariates in the deposit. (CC BY 4.0) Liang W, Song H (2026). Ritualized experiences and perceived authenticity in shaping tourists' willingness to support intangible cultural heritage inheritance. PLOS ONE 21(9): e0358987. | link |
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| liang_2026_ich_willingness | Willingness to support intangible cultural heritage inheritance. The deposit's prefix for this block is `ii`, identified by exhaustion rather than by the paper. 4 items. 390 tourists interviewed on site after a Shehuo performance in Yongdeng County, Tongwei County and Tianshui, Gansu, 18 November 2025 - 8 January 2026 (425 collected). 7-point, 1 strongly disagree to 7 strongly agree; no missing cells and no covariates in the deposit. (CC BY 4.0) Liang W, Song H (2026). Ritualized experiences and perceived authenticity in shaping tourists' willingness to support intangible cultural heritage inheritance. PLOS ONE 21(9): e0358987. | link |
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| liang_2026_intrinsic_motivation | Intrinsic exercise motivation scale from app-supported vs. conventional PE comparison; N=45, 5 items, 1-5 Likert (CC BY 4.0) Liang, X.; Wang, Z. (2026). App-supported versus conventional college physical education: Effects on standardized physical fitness scores and exercise motivation in Chinese university students. PLOS One. DOI: 10.1371/journal.pone.0345759 | link |
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| lichess_2013_blitz competitions · source = "comp" |
Lichess rated standard-chess games, January-December 2013, Blitz time control; one row per game, White vs Black, with both players' pre-game ratings. (CC0 1.0) Lichess (2026). lichess.org open database: standard rated games, 2013. https://database.lichess.org/ | link |
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| lichess_2013_bullet competitions · source = "comp" |
Lichess rated standard-chess games, January-December 2013, Bullet time control; one row per game, White vs Black, with both players' pre-game ratings. (CC0 1.0) Lichess (2026). lichess.org open database: standard rated games, 2013. https://database.lichess.org/ | link |
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| lichess_2013_classical competitions · source = "comp" |
Lichess rated standard-chess games, January-December 2013, Classical (every game over about 8 minutes; Lichess had no Rapid category in 2013) time control; one row per game, White vs Black, with both players' pre-game ratings. (CC0 1.0) Lichess (2026). lichess.org open database: standard rated games, 2013. https://database.lichess.org/ | link |
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| lichtin_2024_public_transport conjoint · source = "conj" |
Swiss Mobility Panel wave 4 respondents (registry sample, online, winter 2022-23, n = 7,442) each read one public-transport policy proposal from a 3 x 3 x 3 x 2 factorial (connections per day, peripheral-region coverage, ticket prices, public funding), voted for or against it and rated support on a 7-point scale. (CC0 1.0) Lichtin, F. M., Smith, E. K., Axhausen, K. W., & Bernauer, T. (2024). How much should public transport services be expanded, and who should pay? Experimental evidence from Switzerland. Transport Policy, 158, 64-74. | link |
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| lichtin_2024_road_pricing conjoint · source = "conj" |
Swiss Mobility Panel respondents (wave 2, 2021; n=3,359 with a recorded choice) chose between and rated pairs of road-pricing proposals in 5 tasks, varying motorway toll, city-centre entrance fee, motorway and urban peak speeds and the use of the revenue; a randomised information vignette preceded the tasks. Outcomes are the chosen proposal and a 1-5 favour/oppose rating of each. (CC BY 4.0) Lichtin, F. M., Smith, E. K., Axhausen, K. W., & Bernauer, T. (2024). How to design publicly acceptable road pricing? Experimental insights from Switzerland. Ecological Economics, 218, 108102. | link |
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| liem_2024_attitude_env | Attitude toward the environment scale (15 items 5-pt Likert based on the New Environmental Paradigm) rated by managers of Vietnamese manufacturing firms (CC BY 4.0) Vo Tan Liem, Nguyen Ngoc Hien (2024) Customer pressure and environmental stewardship: The moderator role of perceived benefit by managers. PLoS ONE 19(7): e0306616 | link |
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| liem_2024_cleaner_production | Cleaner production strategy scale (5 items 5-pt Likert) rated by managers of Vietnamese manufacturing firms (CC BY 4.0) Vo Tan Liem, Nguyen Ngoc Hien (2024) Customer pressure and environmental stewardship: The moderator role of perceived benefit by managers. PLoS ONE 19(7): e0306616 | link |
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| liem_2024_customer_pressure | Customer pressure scale (4 items 5-pt Likert) rated by managers of Vietnamese manufacturing firms; from a study of environmental stewardship and cleaner production (CC BY 4.0) Vo Tan Liem, Nguyen Ngoc Hien (2024) Customer pressure and environmental stewardship: The moderator role of perceived benefit by managers. PLoS ONE 19(7): e0306616 | link |
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| liem_2024_env_mgmt_acct | Environmental management accounting implementation scale (6 items 5-pt Likert) rated by managers of Vietnamese manufacturing firms (CC BY 4.0) Vo Tan Liem, Nguyen Ngoc Hien (2024) Customer pressure and environmental stewardship: The moderator role of perceived benefit by managers. PLoS ONE 19(7): e0306616 | link |
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| liem_2024_green_competitive_adv | Green competitive advantage scale (4 items 5-pt Likert) rated by managers of Vietnamese manufacturing firms (CC BY 4.0) Vo Tan Liem, Nguyen Ngoc Hien (2024) Customer pressure and environmental stewardship: The moderator role of perceived benefit by managers. PLoS ONE 19(7): e0306616 | link |
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| liem_2024_perceived_benefit_cp | Perceived benefit of cleaner production scale (9 items 5-pt Likert) rated by managers of Vietnamese manufacturing firms (CC BY 4.0) Vo Tan Liem, Nguyen Ngoc Hien (2024) Customer pressure and environmental stewardship: The moderator role of perceived benefit by managers. PLoS ONE 19(7): e0306616 | link |
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| liem_2024_perceived_benefit_ema | Perceived benefit of environmental management accounting scale (4 items 5-pt Likert) rated by managers of Vietnamese manufacturing firms (CC BY 4.0) Vo Tan Liem, Nguyen Ngoc Hien (2024) Customer pressure and environmental stewardship: The moderator role of perceived benefit by managers. PLoS ONE 19(7): e0306616 | link |
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| lim_2018_kemtle_form_a | Tablet-based practice test of the Korea Emergency Medicine Technician Licensing Examination (KEMTLE), booklet A: 130 five-option items (mm_01-50 multimedia, tx_01-80 text) scored 0/1, 284 emergency medicine technician students, 12 Sept 2015. cluster_id = testing room. The two booklets order items differently and are separate tables. (CC0 1.0) Lim, E. Y., Yim, M. K., & Huh, S. (2018). The relationship of examinees' individual characteristics and perceived acceptability of smart device-based testing to test scores on the practice test of the Korea Emergency Medicine Technician Licensing Examination. Journal of Educational Evaluation for Health Professions, 15, 33. https://doi.org/10.3352/jeehp.2018.15.33 | link |
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| lim_2018_kemtle_form_b | Tablet-based practice test of the Korea Emergency Medicine Technician Licensing Examination (KEMTLE), booklet B: 130 five-option items (mm_01-50 multimedia, tx_01-80 text) scored 0/1, 285 emergency medicine technician students, 12 Sept 2015. cluster_id = testing room. The two booklets order items differently and are separate tables. (CC0 1.0) Lim, E. Y., Yim, M. K., & Huh, S. (2018). The relationship of examinees' individual characteristics and perceived acceptability of smart device-based testing to test scores on the practice test of the Korea Emergency Medicine Technician Licensing Examination. Journal of Educational Evaluation for Health Professions, 15, 33. https://doi.org/10.3352/jeehp.2018.15.33 | link |
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| lim_2018_sbt_acceptability | Acceptability of smart device (tablet)-based testing, 31 statements, 1 = strongly disagree ... 5 = strongly agree: proficiency, convenience, comparison with paper and desktop testing, multimedia items. 560 emergency medicine technician students after a tablet-based practice KEMTLE, Korea, 2015. No covariates. (CC0 1.0) Lim, E. Y., Yim, M. K., & Huh, S. (2018). The relationship of examinees' individual characteristics and perceived acceptability of smart device-based testing to test scores on the practice test of the Korea Emergency Medicine Technician Licensing Examination. Journal of Educational Evaluation for Health Professions, 15, 33. https://doi.org/10.3352/jeehp.2018.15.33 | link |
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| lin_2019_nccs | Nursing Cultural Competence Scale (NCCS), 19 items (cultural knowledge 1-7, cultural skills 8-13, cultural seeking 14-19); the paper labels the five points 1 rarely .. 5 always, the deposit codes them 0-4 (shipped as deposited, 0 = rarely .. 4 = always). 246 clinical nurses in Taiwan. Covariates: age, years as a nurse. (CC BY 4.0) Lin MH, Chang TH, Lee YH, Wang PY, Lin LH, Hsu HC (2019). Developing and validating the Nursing Cultural Competence Scale in Taiwan. PLOS ONE 14(8): e0220944. | link |
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| lin_2022_cis_gad7 | GAD-7 (7 items, 0-3), Chinese. 1,881 Chinese international students at US colleges, online snowball survey during the COVID-19 pandemic, 2020. Covariates: gender, age. (CC BY 4.0) Lin C, Tong Y, Bai Y, Zhao Z, Quan W, Liu Z, Wang J, Song Y, Tian J, Dong W (2022). Prevalence and correlates of depression and anxiety among Chinese international students in US colleges during the COVID-19 pandemic: A cross-sectional study. PLOS ONE 17(4): e0267081. | link |
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| lin_2022_cis_isi | Insomnia Severity Index (ISI; 7 items, 0-4: items 1a-1c then 2-5), Chinese. 1,881 Chinese international students at US colleges, online snowball survey during the COVID-19 pandemic, 2020. Covariates: gender, age. (CC BY 4.0) Lin C, Tong Y, Bai Y, Zhao Z, Quan W, Liu Z, Wang J, Song Y, Tian J, Dong W (2022). Prevalence and correlates of depression and anxiety among Chinese international students in US colleges during the COVID-19 pandemic: A cross-sectional study. PLOS ONE 17(4): e0267081. | link |
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| lin_2022_cis_phq9 | PHQ-9 (9 items, 0-3), Chinese. 1,881 Chinese international students at US colleges, online snowball survey during the COVID-19 pandemic, 2020. Covariates: gender, age. (CC BY 4.0) Lin C, Tong Y, Bai Y, Zhao Z, Quan W, Liu Z, Wang J, Song Y, Tian J, Dong W (2022). Prevalence and correlates of depression and anxiety among Chinese international students in US colleges during the COVID-19 pandemic: A cross-sectional study. PLOS ONE 17(4): e0267081. | link |
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| lin_2023_depression | SCL-90 depression subscale, 13 items, 1-5; N = 456 students at a public junior high school in China (ages 12-15); cov_gender, cov_grade, cov_age. (CC BY 4.0) Lin, W., Liang, H., Jiang, H., Mohd Nasir, M. A., & Zhou, H. (2023). Why is Smartphone Addiction More Common in Adolescents with Harsh Parenting? Depression and Experiential Avoidance's Multiple Mediating Roles. Psychology Research and Behavior Management, 16, 4817-4828. https://doi.org/10.2147/PRBM.S428167 | link |
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| lin_2023_exp_avoidance | Acceptance and Action Questionnaire-II (AAQ-II), 7 items, 1-7; N = 456 students at a public junior high school in China (ages 12-15); cov_gender, cov_grade, cov_age. (CC BY 4.0) Lin, W., Liang, H., Jiang, H., Mohd Nasir, M. A., & Zhou, H. (2023). Why is Smartphone Addiction More Common in Adolescents with Harsh Parenting? Depression and Experiential Avoidance's Multiple Mediating Roles. Psychology Research and Behavior Management, 16, 4817-4828. https://doi.org/10.2147/PRBM.S428167 | link |
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| lin_2023_harsh_parenting | Harsh discipline scale, 4 items, 1-5; N = 456 students at a public junior high school in China (ages 12-15); cov_gender, cov_grade, cov_age. (CC BY 4.0) Lin, W., Liang, H., Jiang, H., Mohd Nasir, M. A., & Zhou, H. (2023). Why is Smartphone Addiction More Common in Adolescents with Harsh Parenting? Depression and Experiential Avoidance's Multiple Mediating Roles. Psychology Research and Behavior Management, 16, 4817-4828. https://doi.org/10.2147/PRBM.S428167 | link |
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| lin_2023_smartphone_addiction | Smartphone Addiction Scale-Short Version (SAS-SV), 10 items, 1-6; N = 456 students at a public junior high school in China (ages 12-15); cov_gender, cov_grade, cov_age. (CC BY 4.0) Lin, W., Liang, H., Jiang, H., Mohd Nasir, M. A., & Zhou, H. (2023). Why is Smartphone Addiction More Common in Adolescents with Harsh Parenting? Depression and Experiential Avoidance's Multiple Mediating Roles. Psychology Research and Behavior Management, 16, 4817-4828. https://doi.org/10.2147/PRBM.S428167 | link |
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| lin_2024_escooter_comfort | Comfort (COM): 4 items on a five-point Likert scale. One of four second-order latent variables feeding perceived usefulness. 683 respondents surveyed at Changsha metro stations, Hunan, China, 24-25 June 2021, on shared e-scooter use for metro transfer. Five-point Likert, zero missing cells, every item using all five levels. The deposit's nine demographic columns are named with bare integers (1-9) and have no codebook or article mapping, so this table carries no covariates; the companion S1 File questionnaire would make them recoverable. (CC BY 4.0) Lin C, Xue X, Zhu Z, Luo Y, Song R (2024). Factors related to the intention of choosing shared E-scooters for metro transfer: A survey study integrating weather perception into satisfaction evaluation from Changsha. PLOS ONE 19(9). | link |
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| lin_2024_escooter_convenience | Convenience of use (COU): 5 items on a five-point Likert scale. One of four second-order latent variables feeding perceived usefulness in the paper's tam/servqual model. 683 respondents surveyed at Changsha metro stations, Hunan, China, 24-25 June 2021, on shared e-scooter use for metro transfer. Five-point Likert, zero missing cells, every item using all five levels. The deposit's nine demographic columns are named with bare integers (1-9) and have no codebook or article mapping, so this table carries no covariates; the companion S1 File questionnaire would make them recoverable. (CC BY 4.0) Lin C, Xue X, Zhu Z, Luo Y, Song R (2024). Factors related to the intention of choosing shared E-scooters for metro transfer: A survey study integrating weather perception into satisfaction evaluation from Changsha. PLOS ONE 19(9). | link |
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| lin_2024_escooter_ease_of_use | Perceived ease of use (PEOU): 5 items on a five-point Likert scale. A tam antecedent of satisfaction; the paper notes its indicators concern facility friendliness (e.g. 'wide enough bike lanes', 'shaded paths'). 683 respondents surveyed at Changsha metro stations, Hunan, China, 24-25 June 2021, on shared e-scooter use for metro transfer. Five-point Likert, zero missing cells, every item using all five levels. The deposit's nine demographic columns are named with bare integers (1-9) and have no codebook or article mapping, so this table carries no covariates; the companion S1 File questionnaire would make them recoverable. (CC BY 4.0) Lin C, Xue X, Zhu Z, Luo Y, Song R (2024). Factors related to the intention of choosing shared E-scooters for metro transfer: A survey study integrating weather perception into satisfaction evaluation from Changsha. PLOS ONE 19(9). | link |
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| lin_2024_escooter_loyalty | User loyalty (LOF): 4 items on a five-point Likert scale. Measured by choice of shared e-scooters as a transfer mode across hypothetical scenarios. 683 respondents surveyed at Changsha metro stations, Hunan, China, 24-25 June 2021, on shared e-scooter use for metro transfer. Five-point Likert, zero missing cells, every item using all five levels. The deposit's nine demographic columns are named with bare integers (1-9) and have no codebook or article mapping, so this table carries no covariates; the companion S1 File questionnaire would make them recoverable. (CC BY 4.0) Lin C, Xue X, Zhu Z, Luo Y, Song R (2024). Factors related to the intention of choosing shared E-scooters for metro transfer: A survey study integrating weather perception into satisfaction evaluation from Changsha. PLOS ONE 19(9). | link |
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| lin_2024_escooter_safety | Perceived safety (SAF): 5 items on a five-point Likert scale. One of four second-order latent variables feeding perceived usefulness. 683 respondents surveyed at Changsha metro stations, Hunan, China, 24-25 June 2021, on shared e-scooter use for metro transfer. Five-point Likert, zero missing cells, every item using all five levels. The deposit's nine demographic columns are named with bare integers (1-9) and have no codebook or article mapping, so this table carries no covariates; the companion S1 File questionnaire would make them recoverable. (CC BY 4.0) Lin C, Xue X, Zhu Z, Luo Y, Song R (2024). Factors related to the intention of choosing shared E-scooters for metro transfer: A survey study integrating weather perception into satisfaction evaluation from Changsha. PLOS ONE 19(9). | link |
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| lin_2024_escooter_satisfaction | User satisfaction (SAT): 4 items on a five-point Likert scale. The model's satisfaction construct (e.g. 'willingness to recommend to others'). 683 respondents surveyed at Changsha metro stations, Hunan, China, 24-25 June 2021, on shared e-scooter use for metro transfer. Five-point Likert, zero missing cells, every item using all five levels. The deposit's nine demographic columns are named with bare integers (1-9) and have no codebook or article mapping, so this table carries no covariates; the companion S1 File questionnaire would make them recoverable. (CC BY 4.0) Lin C, Xue X, Zhu Z, Luo Y, Song R (2024). Factors related to the intention of choosing shared E-scooters for metro transfer: A survey study integrating weather perception into satisfaction evaluation from Changsha. PLOS ONE 19(9). | link |
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| lin_2024_escooter_transfer_ease | Ease of transfer (TRA): 5 items on a five-point Likert scale. One of four second-order latent variables feeding perceived usefulness. 683 respondents surveyed at Changsha metro stations, Hunan, China, 24-25 June 2021, on shared e-scooter use for metro transfer. Five-point Likert, zero missing cells, every item using all five levels. The deposit's nine demographic columns are named with bare integers (1-9) and have no codebook or article mapping, so this table carries no covariates; the companion S1 File questionnaire would make them recoverable. (CC BY 4.0) Lin C, Xue X, Zhu Z, Luo Y, Song R (2024). Factors related to the intention of choosing shared E-scooters for metro transfer: A survey study integrating weather perception into satisfaction evaluation from Changsha. PLOS ONE 19(9). | link |
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| lin_2024_escooter_weather_tolerance | Weather preference (WEA): 4 items on a five-point Likert scale. The paper's added dimension: respondents' tolerance to four weather conditions - haze, light rain, heat and cold. 683 respondents surveyed at Changsha metro stations, Hunan, China, 24-25 June 2021, on shared e-scooter use for metro transfer. Five-point Likert, zero missing cells, every item using all five levels. The deposit's nine demographic columns are named with bare integers (1-9) and have no codebook or article mapping, so this table carries no covariates; the companion S1 File questionnaire would make them recoverable. (CC BY 4.0) Lin C, Xue X, Zhu Z, Luo Y, Song R (2024). Factors related to the intention of choosing shared E-scooters for metro transfer: A survey study integrating weather perception into satisfaction evaluation from Changsha. PLOS ONE 19(9). | link |
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| lin_2026_advertising_literacy | 14 items on a 4-point scale (1 strongly disagree to 4 strongly agree) from an experiment on social media sponsorship disclosure. 3,267 Taiwanese high-school students (10th-12th grade) from 36 schools, sampled probability-proportional-to-size in 2022 and randomly assigned to full, partial or no sponsorship disclosure before viewing an identical social media post. cluster_id is the school. TWO LIMITATIONS A USER MUST KNOW. (1) The 14 items span THREE constructs that the paper names and validates separately - conceptual advertising literacy, attitudinal advertising literacy (4 items) and purchase intention (2 items), accounting for 8+4+2=14 - but nothing in the deposit or the article maps a construct to an item code, so they ship as one table rather than three guessed ones. A wrong split would misassign items unrecoverably, and the correct split would put purchase intention below the three-item floor anyway. (2) The randomised condition is NOT shipped. It is identifiable in the source (three near-equal cells), but `treat` is defined as 1=treatment/0=control, this design has two distinct treatment arms, and the deposit never states which code is the control - so no honest 0/1 mapping exists and shipping 1/2/3 in `treat` would look conformant while being wrong. N is 3,267 rather than the paper's 3,149: this deposit is the pre-exclusion file, 8 respondents answered none of the 14 items and are dropped, and the rest are kept because excluding a respondent for an unrelated blank is the paper's analytic choice. (CC BY 4.0) Lin Y-EC, Chang F-C, Huang T-F, Chiang SC, Chiu C-H, Chen P-H (2026). Effects of social media sponsorship disclosure on adolescents' advertising literacy and purchase intention. PLOS ONE 21(5). | link |
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| lindgren_2026_fuel_rationing conjoint · source = "conj" |
Paired conjoint on proposals to ration petrol and diesel in Sweden: 3,247 adults compared 5 pairs of rationing proposals varying stringency (20/30/40/50 liter/month), allowance allocation, tradability, price and whether the cap declines over time; outcomes are a forced choice and a 1-5 rating from strongly against to strongly in favor. (CC0 1.0) Lindgren, O., Jagers, S. C., & Lindvall, D. (2026). The impact of policy design on opposition to restrictive climate policies. Ecological Economics, 240. | link |
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| lindgren_2026_meat_rationing conjoint · source = "conj" |
Paired conjoint on proposals to ration red meat in Sweden: 3,247 adults compared 5 pairs of rationing proposals varying stringency (0.6/1/1.4/1.8 kg/month), allowance allocation, tradability, price and whether the cap declines over time; outcomes are a forced choice and a 1-5 rating from strongly against to strongly in favor. (CC0 1.0) Lindgren, O., Jagers, S. C., & Lindvall, D. (2026). The impact of policy design on opposition to restrictive climate policies. Ecological Economics, 240. | link |
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| lindstrom2021_collective_narcissism | Collective Narcissism Scale adapted to Hammarby Football Club (7 items; CN3-CN9); Swedish soccer supporters; N=223; 1-7 Likert (CC BY 4.0) Lindström, J. (2021). Data and code for - Personality and Team Identification Predict Violent Intentions Among Soccer Supporters [Dataset]. Stockholm University. https://doi.org/10.17045/sthlmuni.14980251.v1 | link |
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| lindstrom2021_conscientiousness | Conscientiousness subscale (7 items; CN3-CN9); Swedish soccer supporters; N=223; 1-7 Likert (CC BY 4.0) Lindström, J. (2021). Data and code for - Personality and Team Identification Predict Violent Intentions Among Soccer Supporters [Dataset]. Stockholm University. https://doi.org/10.17045/sthlmuni.14980251.v1 | link |
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| lindstrom2021_honesty_humility | HEXACO Honesty-Humility subscale (10 items); Swedish soccer supporters; N=231; 1-7 Likert (CC BY 4.0) Lindström, J. (2021). Data and code for - Personality and Team Identification Predict Violent Intentions Among Soccer Supporters [Dataset]. Stockholm University. https://doi.org/10.17045/sthlmuni.14980251.v1 | link |
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| lindstrom2021_team_identification | Team identification scale (3 items); Swedish soccer supporters; N=230; 1-7 Likert (CC BY 4.0) Lindström, J. (2021). Data and code for - Personality and Team Identification Predict Violent Intentions Among Soccer Supporters [Dataset]. Stockholm University. https://doi.org/10.17045/sthlmuni.14980251.v1 | link |
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| lindstrom2021_violent_intentions | Violent Intentions scale (7 items); Swedish soccer supporters; N=212; 1-7 Likert (CC BY 4.0) Lindström, J. (2021). Data and code for - Personality and Team Identification Predict Violent Intentions Among Soccer Supporters [Dataset]. Stockholm University. https://doi.org/10.17045/sthlmuni.14980251.v1 | link |
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| lipps_2025_border_measures conjoint · source = "conj" |
German adults from a Bilendi online panel (December 2022, n=4,374) compared 4 pairs of plans for border measures at Germany's borders, varying measure, neighbouring country and justification. Outcomes: choice of the plan they would more likely support, and a 0-10 rating of each plan. (CC0 1.0) Lipps, J., Sczepanski, R., & Malet, G. (2025). Understanding preferences over borders. International Studies Quarterly, 69(1), sqaf003. | link |
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| lischer_2021_phq4 | The four-item PHQ-4 administered in German to Swiss students during the Covid-19 pandemic; 458 respondents after the deposit's 'no answer' code is dropped, 1-4. Item text shipped in the administered German with the official published English in the _translated fields. (CC BY 4.0) Lischer, S., Safi, N., & Dickson, C. (2021). Remote learning and students' mental health during the Covid-19 pandemic: Dataset and questionnaire [Dataset]. Zenodo. | link |
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| littmann_2026_terror_women_candidates conjoint · source = "conj" |
Danish adults (Epinion omnibus, n = 1,034, Oct-Nov 2024) chose between two fictitious candidates for their own party in 8 tasks, varying gender, age, country of origin, education and political experience; half first read the intelligence service's assessment that the terrorist threat is significant (trial_terror_threat). (CC0 1.0) Littmann, B., Nielsen, N. N. J., & Laustsen, L. (2026). Terrorist threat decreases citizens' relative preferences for women candidates: Insights from a Danish conjoint experiment. European Journal of Political Research. | link |
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| liu_2017_benefit_finding | Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer: communication, medical coping (MCMQ), social support (SSRS), benefit-finding, and quality-of-life batteries (CC BY 4.0) Liu, Z., Zhang, L., Shi, S. et al. (2017). Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer. PLOS ONE. https://doi.org/10.1371/journal.pone.0169375 | link |
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| liu_2017_communication | Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer: communication, medical coping (MCMQ), social support (SSRS), benefit-finding, and quality-of-life batteries (CC BY 4.0) Liu, Z., Zhang, L., Shi, S. et al. (2017). Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer. PLOS ONE. https://doi.org/10.1371/journal.pone.0169375 | link |
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| liu_2017_mcmq_coping | Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer: communication, medical coping (MCMQ), social support (SSRS), benefit-finding, and quality-of-life batteries (CC BY 4.0) Liu, Z., Zhang, L., Shi, S. et al. (2017). Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer. PLOS ONE. https://doi.org/10.1371/journal.pone.0169375 | link |
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| liu_2017_qol | Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer: communication, medical coping (MCMQ), social support (SSRS), benefit-finding, and quality-of-life batteries (CC BY 4.0) Liu, Z., Zhang, L., Shi, S. et al. (2017). Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer. PLOS ONE. https://doi.org/10.1371/journal.pone.0169375 | link |
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| liu_2017_scale_d | Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer: communication, medical coping (MCMQ), social support (SSRS), benefit-finding, and quality-of-life batteries (CC BY 4.0) Liu, Z., Zhang, L., Shi, S. et al. (2017). Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer. PLOS ONE. https://doi.org/10.1371/journal.pone.0169375 | link |
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| liu_2017_scale_o | Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer: communication, medical coping (MCMQ), social support (SSRS), benefit-finding, and quality-of-life batteries (CC BY 4.0) Liu, Z., Zhang, L., Shi, S. et al. (2017). Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer. PLOS ONE. https://doi.org/10.1371/journal.pone.0169375 | link |
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| liu_2017_ssrs_support | Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer: communication, medical coping (MCMQ), social support (SSRS), benefit-finding, and quality-of-life batteries (CC BY 4.0) Liu, Z., Zhang, L., Shi, S. et al. (2017). Objectively Assessed Exercise Behavior in Chinese Patients with Early-Stage Cancer. PLOS ONE. https://doi.org/10.1371/journal.pone.0169375 | link |
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| liu_2018_gse | General Self-Efficacy scale (10 items), Chinese working adults (CC BY 4.0) Liu C, Cheng Y, Hsu ASC, Chen C, Liu J, Yu G (2018). Optimism and self-efficacy mediate the association between shyness and subjective well-being among Chinese working adults. PLOS ONE, 13(4), e0194559. https://doi.org/10.1371/journal.pone.0194559 | link |
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| liu_2018_lot_r | Life Orientation Test-Revised / optimism scale (10 items), Chinese working adults (CC BY 4.0) Liu C, Cheng Y, Hsu ASC, Chen C, Liu J, Yu G (2018). Optimism and self-efficacy mediate the association between shyness and subjective well-being among Chinese working adults. PLOS ONE, 13(4), e0194559. https://doi.org/10.1371/journal.pone.0194559 | link |
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| liu_2018_panas | PANAS (20 items), Chinese working adults (CC BY 4.0) Liu C, Cheng Y, Hsu ASC, Chen C, Liu J, Yu G (2018). Optimism and self-efficacy mediate the association between shyness and subjective well-being among Chinese working adults. PLOS ONE, 13(4), e0194559. https://doi.org/10.1371/journal.pone.0194559 | link |
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| liu_2018_shyness | Shyness scale (13 items), Chinese working adults (CC BY 4.0) Liu C, Cheng Y, Hsu ASC, Chen C, Liu J, Yu G (2018). Optimism and self-efficacy mediate the association between shyness and subjective well-being among Chinese working adults. PLOS ONE, 13(4), e0194559. https://doi.org/10.1371/journal.pone.0194559 | link |
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| liu_2018_swls | Satisfaction With Life Scale (5 items), Chinese working adults (CC BY 4.0) Liu C, Cheng Y, Hsu ASC, Chen C, Liu J, Yu G (2018). Optimism and self-efficacy mediate the association between shyness and subjective well-being among Chinese working adults. PLOS ONE, 13(4), e0194559. https://doi.org/10.1371/journal.pone.0194559 | link |
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| liu_2019_cadre_selection conjoint · source = "conj" |
Chinese government officials (n=299 with answers) chose between 5 pairs of hypothetical candidates for an entry-level government post, varying gender, party membership, college, degree, award, work experience and father's occupation. Outcomes: which candidate to select, plus 1-5 ratings of suitability, leadership and task implementation. (CC0 1.0) Liu, H. (2019). The logic of authoritarian political selection: Evidence from a conjoint experiment in China. Political Science Research and Methods, 7(4), 853-870. | link |
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| liu_2021_vrexp_breq | Effects of Virtual Reality Exercise on Promoting Physical Activity and Health among College Students measured through Behavioral Regulation in Exercise Questionnaire (CC BY 4.0) Liu, Wenxi. (2021). Effects of Virtual Reality Exercise on Promoting Physical Activity and Health among College Students: A 4-week Randomized Controlled Trial. Retrieved from the University Digital Conservancy, https://hdl.handle.net/11299/224576. | link |
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| liu_2021_vrexp_brums | Effects of Virtual Reality Exercise on Promoting Physical Activity and Health among College Students measured through Brunel Mood Scale (CC BY 4.0) Liu, Wenxi. (2021). Effects of Virtual Reality Exercise on Promoting Physical Activity and Health among College Students: A 4-week Randomized Controlled Trial. Retrieved from the University Digital Conservancy, https://hdl.handle.net/11299/224576. | link |
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| liu_2021_vrexp_depression | Effects of Virtual Reality Exercise on Promoting Physical Activity and Health among College Students measured through Beck Depression Inventory (CC BY 4.0) Liu, Wenxi. (2021). Effects of Virtual Reality Exercise on Promoting Physical Activity and Health among College Students: A 4-week Randomized Controlled Trial. Retrieved from the University Digital Conservancy, https://hdl.handle.net/11299/224576. | link |
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| liu_2021_vrexp_experience | Effects of Virtual Reality Exercise on Promoting Physical Activity and Health among College Students in terms of VR experience / how good it felt / motion sickness. (CC BY 4.0) Liu, Wenxi. (2021). Effects of Virtual Reality Exercise on Promoting Physical Activity and Health among College Students: A 4-week Randomized Controlled Trial. Retrieved from the University Digital Conservancy, https://hdl.handle.net/11299/224576. | link |
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| liu_2022_fragreading_cdq | 11-item Cognitive Development Questionnaire (5-point Likert), same n=916 Chinese university student sample as liu_2022_fragreading_frq (CC BY 4.0) Liu W, Huang H, Saleem A, Zhao Z (2022). The effects of university students' fragmented reading on cognitive development in the new media age: evidence from Chinese higher education. PeerJ. | link |
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| liu_2022_fragreading_frq | 22-item Fragmented Reading Questionnaire (5-point Likert), Chinese university students, n=916 (CC BY 4.0) Liu W, Huang H, Saleem A, Zhao Z (2022). The effects of university students' fragmented reading on cognitive development in the new media age: evidence from Chinese higher education. PeerJ. | link |
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| liu_2022_mice_skills | 16-item employability-skills importance rating scale (1-5 Likert) for meetings/incentives/conferences/exhibitions (MICE) management students and professionals, N=95. (CC BY 4.0) Liu X, Seevers R, Lin H (2022). Employability skills for MICE management in the context of ICTs. PLOS ONE 17(7):e0271430. | link |
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| liu_2023_adherence_barrier | 7-item binary adherence-barrier checklist, same sample as liu_2023_training_freq, n=236 (CC BY 4.0) Liu et al (2023). Hypertension doctors' awareness and practice of medication adherence in hypertensive patients: a questionnaire-based survey. PeerJ. | link |
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| liu_2023_adherence_factors | 4-item adherence-influencing-factors battery (1-5), same sample as liu_2023_training_freq, n=236 (CC BY 4.0) Liu et al (2023). Hypertension doctors' awareness and practice of medication adherence in hypertensive patients: a questionnaire-based survey. PeerJ. | link |
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| liu_2023_adherence_tools | 3-item adherence-assessment-tools battery (1-5), same sample as liu_2023_training_freq, n=236 (CC BY 4.0) Liu et al (2023). Hypertension doctors' awareness and practice of medication adherence in hypertensive patients: a questionnaire-based survey. PeerJ. | link |
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| liu_2023_attitude | 3-item Attitude subscale (1-5 Likert), same survey as liu_2023_brand_trust (CC BY 4.0) Liu Q, Wang X (2023) The impact of brand trust on consumers' behavior toward agricultural products' regional public brand. PLoS ONE. | link |
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| liu_2023_brand_trust | 4-item Brand Trust subscale (1-5 Likert) from a survey on brand trust and consumer behavior toward an agricultural regional public brand (CC BY 4.0) Liu Q, Wang X (2023) The impact of brand trust on consumers' behavior toward agricultural products' regional public brand. PLoS ONE. | link |
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| liu_2023_improve_adherence | 7-item adherence-improvement-strategies battery (1-5), same sample as liu_2023_training_freq, n=236 (CC BY 4.0) Liu et al (2023). Hypertension doctors' awareness and practice of medication adherence in hypertensive patients: a questionnaire-based survey. PeerJ. | link |
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| liu_2023_perceived_control | 3-item Perceived Behavioral Control subscale (1-5 Likert), same survey as liu_2023_brand_trust (CC BY 4.0) Liu Q, Wang X (2023) The impact of brand trust on consumers' behavior toward agricultural products' regional public brand. PLoS ONE. | link |
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| liu_2023_poor_adherence | 6-item binary poor-adherence-cause checklist, same sample as liu_2023_training_freq, n=236 (CC BY 4.0) Liu et al (2023). Hypertension doctors' awareness and practice of medication adherence in hypertensive patients: a questionnaire-based survey. PeerJ. | link |
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| liu_2023_program_evaluation conjoint · source = "conj" |
US adults (n=1,154) chose between and rated (0-100) pairs of hypothetical school energy-saving programs varying in who makes decisions, who gets implementation information, CO2 reduction and cost savings, after a randomized low-trust prime. Forced choice plus a rating of each program. (CC0 1.0) Liu, Y., Lee, H., & Berry, F. (2023). How and when democratic values matter: Challenging the effectiveness-centric framework in program evaluation. Public Performance & Management Review, 46(4), 820-845. | link |
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| liu_2023_purchase_behavior | 3-item Purchase Behavior subscale (1-5 Likert), same survey as liu_2023_brand_trust (CC BY 4.0) Liu Q, Wang X (2023) The impact of brand trust on consumers' behavior toward agricultural products' regional public brand. PLoS ONE. | link |
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| liu_2023_purchase_intention | 3-item Purchase Intention subscale (1-5 Likert), same survey as liu_2023_brand_trust (CC BY 4.0) Liu Q, Wang X (2023) The impact of brand trust on consumers' behavior toward agricultural products' regional public brand. PLoS ONE. | link |
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| liu_2023_subjective_norm | 3-item Subjective Norm subscale (1-5 Likert), same survey as liu_2023_brand_trust (CC BY 4.0) Liu Q, Wang X (2023) The impact of brand trust on consumers' behavior toward agricultural products' regional public brand. PLoS ONE. | link |
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| liu_2023_training_freq | 6-item hypertension-medication-adherence training frequency battery (1-5), Chinese doctors, n=236 (CC BY 4.0) Liu et al (2023). Hypertension doctors' awareness and practice of medication adherence in hypertensive patients: a questionnaire-based survey. PeerJ. | link |
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| liu_2024_bdi2 | Beck Depression Inventory-II, Chinese version (BDI-II-C), 21 items, 0-3 (2 out-of-range cells on item 21 dropped). 646 Chinese college students. Covariate: age. (CC BY 4.0) Liu L, Jia H, Qiu B, et al. (2024). The Relationship Between Mindfulness and Depression: Examining the Chain Mediating Role of Shyness and Core Self-evaluation [dataset]. figshare. https://doi.org/10.6084/m9.figshare.27211653.v1 | link |
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| liu_2024_partisan_collaboration conjoint · source = "conj" |
US municipal government officials chose which of two hypothetical collaborative policy programs to adopt (up to 3 pairs; attributes: resource split, jobs created, proposing party, past collaborative experience). 772 officials, forced choice. (CC0 1.0) Liu, Y. (2024). Partisan collaboration in policy adoption: An experimental study with local government officials. Policy Studies Journal, 52(4), 955-967. | link |
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| liu_2024_teacher_grit | 8 grit items (1-5); N = 304 Chinese primary and secondary teachers; cov_gender, cov_age_group, cov_education, cov_school_level. (CC BY 4.0) Liu, Y. (2024). data for teacher burnout.sav [data]. figshare. https://doi.org/10.6084/m9.figshare.25442008.v1 | link |
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| liu_2025_classroom_interaction | Classroom Interaction Scale (learner-instructor + learner-learner dimensions), Chinese EFL students, N=623 (CC BY 4.0) Liu Z, Sun D, Zhang L, Wang X, Yang Y (2025) The impact of classroom interaction on willingness to communicate: The mediating roles of speaking self-efficacy and foreign language enjoyment. PLoS One 20(7): e0328226. https://doi.org/10.1371/journal.pone.0328226 | link |
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| liu_2025_foreign_lang_enjoyment | Foreign Language Enjoyment Scale short form (Botes et al.; personal/teacher/social sub-scales), Chinese EFL students, N=623 (CC BY 4.0) Liu Z, Sun D, Zhang L, Wang X, Yang Y (2025) The impact of classroom interaction on willingness to communicate: The mediating roles of speaking self-efficacy and foreign language enjoyment. PLoS One 20(7): e0328226. https://doi.org/10.1371/journal.pone.0328226 | link |
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| liu_2025_jjqx | 10-item scale, source prefix JJQX (1-5 Likert), same sample as liu_2025_teacher_support (n=879) (CC BY 4.0) Liu, Yan & Li (2025). Physical education teachers' competence support and middle school students' participation in sports. PLOS ONE. | link |
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| liu_2025_learning_motivation | Learning Motivation scale (16 items, intrinsic + extrinsic, 1-5 Likert), N=345 Chinese college students (CC BY 4.0) Liu S-h, Gong X-l, Ji Q, Li Q-q, Kong M-h, Du X-h, Xiang L-y, Zhu Z-r (2025) Meaning in life, positive cognition, and learning motivation: A mediational analysis among Chinese college students. PLoS One 20(9): e0330447. | link |
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| liu_2025_mlq | Meaning in Life Questionnaire (9 items, 1-7 Likert), N=345 Chinese college students (CC BY 4.0) Liu S-h, Gong X-l, Ji Q, Li Q-q, Kong M-h, Du X-h, Xiang L-y, Zhu Z-r (2025) Meaning in life, positive cognition, and learning motivation: A mediational analysis among Chinese college students. PLoS One 20(9): e0330447. | link |
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| liu_2025_nlgz | 4-item scale, source prefix NLGZ (1-5 Likert), same sample as liu_2025_teacher_support (n=879) (CC BY 4.0) Liu, Yan & Li (2025). Physical education teachers' competence support and middle school students' participation in sports. PLOS ONE. | link |
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| liu_2025_perceived_competence | 4-item perceived competence scale (1-5 Likert), same sample as liu_2025_teacher_support (n=879) (CC BY 4.0) Liu, Yan & Li (2025). Physical education teachers' competence support and middle school students' participation in sports. PLOS ONE. | link |
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| liu_2025_positive_cognition | Positive Cognition scale (12 items, 1-5 Likert), N=345 Chinese college students (CC BY 4.0) Liu S-h, Gong X-l, Ji Q, Li Q-q, Kong M-h, Du X-h, Xiang L-y, Zhu Z-r (2025) Meaning in life, positive cognition, and learning motivation: A mediational analysis among Chinese college students. PLoS One 20(9): e0330447. | link |
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| liu_2025_speaking_selfefficacy | Speaking Self-Efficacy Scale (Wang & Sun; linguistic/self-regulatory/delivery/performance dimensions), Chinese EFL students, N=623 (CC BY 4.0) Liu Z, Sun D, Zhang L, Wang X, Yang Y (2025) The impact of classroom interaction on willingness to communicate: The mediating roles of speaking self-efficacy and foreign language enjoyment. PLoS One 20(7): e0328226. https://doi.org/10.1371/journal.pone.0328226 | link |
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| liu_2025_teacher_support | 15-item teacher support scale (1-7 Likert), middle school PE students, China (n=879) (CC BY 4.0) Liu, Yan & Li (2025). Physical education teachers' competence support and middle school students' participation in sports. PLOS ONE. | link |
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| liu_2025_willingness_communicate | Willingness to Communicate in English Scale (Peng & Woodrow), Chinese EFL students, N=623 (CC BY 4.0) Liu Z, Sun D, Zhang L, Wang X, Yang Y (2025) The impact of classroom interaction on willingness to communicate: The mediating roles of speaking self-efficacy and foreign language enjoyment. PLoS One 20(7): e0328226. https://doi.org/10.1371/journal.pone.0328226 | link |
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| liu_2025_xljk | 12-item binary (0/1) checklist, source prefix XLJK, same sample as liu_2025_teacher_support (n=879) (CC BY 4.0) Liu, Yan & Li (2025). Physical education teachers' competence support and middle school students' participation in sports. PLOS ONE. | link |
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| liu_2025_ydcy | 4-item scale, source prefix YDCY (1-5 scale; a 5th constant column and isolated-to-one-item zero values excluded per QC), same sample as liu_2025_teacher_support (n=879) (CC BY 4.0) Liu, Yan & Li (2025). Physical education teachers' competence support and middle school students' participation in sports. PLOS ONE. | link |
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| liu_2025_ydlq | 10-item scale, source prefix YDLQ (1-5 Likert), same sample as liu_2025_teacher_support (n=879) (CC BY 4.0) Liu, Yan & Li (2025). Physical education teachers' competence support and middle school students' participation in sports. PLOS ONE. | link |
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| liu_2026_competitive_goals | Competitive achievement goals (performance-approach X1_1-3, performance-avoidance X2_1-3); 6 items, 1-5 (strongly disagree-strongly agree); 1883 junior high school students from 40 schools in Chengdu, China (paper-and-pencil survey); covariates: cov_gender, cov_school_location, cov_grade, cov_only_child. (CC BY 4.0) Liu, J., Guo, H., Gai, Y., & Luo, K. (2026). Data for: Competitive Achievement Goals and Social Alienation in Chinese Junior High School Students: Evidence from PLS-SEM and fsQCA [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32599122.v1 | link |
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| liu_2026_empathy | Empathy, cognitive (11) and affective (9); 20 items, 1-5 (strongly disagree-strongly agree); 1883 junior high school students from 40 schools in Chengdu, China (paper-and-pencil survey); covariates: cov_gender, cov_school_location, cov_grade, cov_only_child. (CC BY 4.0) Liu, J., Guo, H., Gai, Y., & Luo, K. (2026). Data for: Competitive Achievement Goals and Social Alienation in Chinese Junior High School Students: Evidence from PLS-SEM and fsQCA [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32599122.v1 | link |
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| liu_2026_instructor_identity conjoint · source = "conj" |
Paired conjoint: 240 respondents chose between two hypothetical first-year seminars described by theme, professor's last name and professor's pronouns; 5 tasks each, forced choice. (CC0 1.0) Liu, L.-Y., Brough, C., & Gaozhao, D. (2026). Before the first lecture: The effects of instructor identity on course enrollment. PS: Political Science & Politics, 59(4), 690-696. | link |
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| liu_2026_moral_disengagement | Moral disengagement, eight mechanisms (moral justification, euphemistic language, advantageous comparison, displacement and diffusion of responsibility, distortion of consequences, dehumanization, attribution of blame); 26 items, 1-5 (strongly disagree-strongly agree); 1883 junior high school students from 40 schools in Chengdu, China (paper-and-pencil survey); covariates: cov_gender, cov_school_location, cov_grade, cov_only_child. (CC BY 4.0) Liu, J., Guo, H., Gai, Y., & Luo, K. (2026). Data for: Competitive Achievement Goals and Social Alienation in Chinese Junior High School Students: Evidence from PLS-SEM and fsQCA [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32599122.v1 | link |
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| liu_2026_self_control | Self-control, five dimensions (impulse control, healthy habits, resisting temptation, work focus, entertainment restraint); 19 items, 1-5 (not at all like me-very much like me); 1883 junior high school students from 40 schools in Chengdu, China (paper-and-pencil survey); covariates: cov_gender, cov_school_location, cov_grade, cov_only_child. (CC BY 4.0) Liu, J., Guo, H., Gai, Y., & Luo, K. (2026). Data for: Competitive Achievement Goals and Social Alienation in Chinese Junior High School Students: Evidence from PLS-SEM and fsQCA [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32599122.v1 | link |
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| liu_2026_social_alienation | Social alienation (Y1-Y15); 15 items, 1-5 (strongly disagree-strongly agree); 1883 junior high school students from 40 schools in Chengdu, China (paper-and-pencil survey); covariates: cov_gender, cov_school_location, cov_grade, cov_only_child. (CC BY 4.0) Liu, J., Guo, H., Gai, Y., & Luo, K. (2026). Data for: Competitive Achievement Goals and Social Alienation in Chinese Junior High School Students: Evidence from PLS-SEM and fsQCA [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32599122.v1 | link |
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| liu_2026_taiwan_ballots conjoint · source = "conj" |
Taiwanese respondents (Study 1, n=2,078 with an answer) compared 5 pairs of ballot designs drawn from 7 (Chinese only, or Chinese with Paiwan and/or Vietnamese, stacked or in separate columns) and picked which ballot of each pair was more fair, more democratic and more efficient. (CC0 1.0) Liu, A. H., Selsky, S., Xu, M., & Yew, J. (2026). When bilingual ballot designs promote or undermine inclusivity: Evidence from three studies. Public Opinion Quarterly. | link |
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| liuzza_2018_bods | Body Odour Disgust Sensitivity scale, 12 items, 1-5; three US online samples pooled (N = 750, cov_study). (CC0 1.0) Liuzza, M. T., Lindholm, T., Hawley, C. B., Gustafsson Sendén, M., Ekström, I., Olsson, M. J., & Olofsson, J. K. (2018). Body odour disgust sensitivity predicts authoritarian attitudes. Royal Society Open Science, 5(2), 171091. https://doi.org/10.1098/rsos.171091 | link |
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| liuzza_2018_dsr | Disgust Scale-Revised, 25 items (two catch items excluded), 1-5, as answered; Study 2 (N = 159, US online). (CC0 1.0) Liuzza, M. T., Lindholm, T., Hawley, C. B., Gustafsson Sendén, M., Ekström, I., Olsson, M. J., & Olofsson, J. K. (2018). Body odour disgust sensitivity predicts authoritarian attitudes. Royal Society Open Science, 5(2), 171091. https://doi.org/10.1098/rsos.171091 | link |
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| liuzza_2018_pvd | Perceived Vulnerability to Disease, 15 items, stored as 19-25 (a 7-point scale with an export offset, shipped as deposited); Study 2 (N = 159). (CC0 1.0) Liuzza, M. T., Lindholm, T., Hawley, C. B., Gustafsson Sendén, M., Ekström, I., Olsson, M. J., & Olofsson, J. K. (2018). Body odour disgust sensitivity predicts authoritarian attitudes. Royal Society Open Science, 5(2), 171091. https://doi.org/10.1098/rsos.171091 | link |
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| liuzza_2018_rwa | Right-Wing Authoritarianism, 15 items, 1-7, as answered (_R items to be reverse-scored); three US online samples pooled (N = 751, cov_study). (CC0 1.0) Liuzza, M. T., Lindholm, T., Hawley, C. B., Gustafsson Sendén, M., Ekström, I., Olsson, M. J., & Olofsson, J. K. (2018). Body odour disgust sensitivity predicts authoritarian attitudes. Royal Society Open Science, 5(2), 171091. https://doi.org/10.1098/rsos.171091 | link |
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| liuzza_2018_sdo | Social Dominance Orientation, 16 items, 1-7, as answered (_R items to be reverse-scored); Study 3 (N = 391, US online, 2016 election). (CC0 1.0) Liuzza, M. T., Lindholm, T., Hawley, C. B., Gustafsson Sendén, M., Ekström, I., Olsson, M. J., & Olofsson, J. K. (2018). Body odour disgust sensitivity predicts authoritarian attitudes. Royal Society Open Science, 5(2), 171091. https://doi.org/10.1098/rsos.171091 | link |
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| liuzza_2018_tdds | Three Domain Disgust Scale, 21 items, 1-7; Study 1 (N = 201, US online). (CC0 1.0) Liuzza, M. T., Lindholm, T., Hawley, C. B., Gustafsson Sendén, M., Ekström, I., Olsson, M. J., & Olofsson, J. K. (2018). Body odour disgust sensitivity predicts authoritarian attitudes. Royal Society Open Science, 5(2), 171091. https://doi.org/10.1098/rsos.171091 | link |
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| liuzza_2018_tdds_short | Seven TDDS items (TDD1-TDD7) administered in Study 2 (N = 159); which 7 of the 21 they are is not documented. (CC0 1.0) Liuzza, M. T., Lindholm, T., Hawley, C. B., Gustafsson Sendén, M., Ekström, I., Olsson, M. J., & Olofsson, J. K. (2018). Body odour disgust sensitivity predicts authoritarian attitudes. Royal Society Open Science, 5(2), 171091. https://doi.org/10.1098/rsos.171091 | link |
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| livacicrojas_2023_lvq | Leadership Virtues Questionnaire (LVQ), 19 items on a 1-5 scale. 14,421 responses from 759 respondents on 19 items. (CC0 1.0) Livacic-Rojas, P. (2023). Replication data for: Data base of validation and analysis of the metric properties of the Leadership Virtues Questionnaire [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AEX8PP | link |
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| lmarena_text_2025 competitions · source = "comp" |
Human preference votes from LMArena's text arena, 2025-04-17 to 2025-07-24: 135,624 votes in which a person saw two anonymous language models answer their own prompt and picked one, called a tie, or said both were bad. 53 named models are the contestants, 115,363 evaluation sessions are the raters. agent_a wins 48,559, agent_b 49,782, and 37,283 votes are draws (21,529 ties and 15,754 both_bad; `outcome` keeps the distinction that `winner` collapses). homefield is "agent_b" in every row, and that is measured rather than assumed: slot assignment is balanced (each model is agent_a in 50.00% of its battles), yet agent_a wins only 49.38% of the 98,341 decided battles (z = -3.90), the same figure within matchups. The effect is real but small -- carry a slot term in an Elo or Bradley-Terry fit, do not read it as a home advantage. `rater` is the evaluation session re-keyed to an integer, with `eval_order` giving the vote's place in that sitting (1 to 28); it is a weak person identifier, since 102,166 of the sessions hold a single vote and nothing links two sessions by one person. Also kept, all from LMArena's own per-vote annotations: language (126 values, en 71,169, pl 13,813, und 11,833), turns, is_code, math, creative_writing, instruction_following, and hardness, the count of seven prompt criteria met (0 to 7, skewed high: 30,644 votes score 7). The prompts, the model answers and the style-control token counts are not taken. 10 source rows were dropped for drawing the same model on both sides; nothing else. (CC BY 4.0) LMArena. (2025). arena-human-preference-140k [Data set]. Hugging Face. https://huggingface.co/datasets/lmarena-ai/arena-human-preference-140k | link |
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| lmarena_text_55k competitions · source = "comp" |
LMArena text-arena preference votes, the 55k release LMArena published for the Kaggle competition "LMSYS - Chatbot Arena Human Preference Predictions". 57,477 votes between 64 named language models; a person saw two anonymous models answer their own prompt and picked one or called it a tie. agent_a wins 20,064, agent_b 19,652, 17,761 draws. Two warnings. First, this release has no both_bad category, so its "tie" silently pools genuine ties with the both-bad votes the live arena recorded separately -- do not compare its 30.9% draw rate with lmarena_text_2025's without that in mind, and there is no `outcome` column here for the same reason. Second, there are no timestamps at all, so the table cannot be ordered or sliced by time, and it carries no date column. No homefield column either: slot assignment is balanced and agent_a wins 50.52% of the 39,716 decided votes, z = +2.07, short of the z = -3.90 measured on lmarena_text_2025. Distinct from lmarena_text_2025 despite the shared source organisation: the id schemes are incompatible (ten-digit integers here, UUIDs there) so the two cannot be joined, but this release predates the 2025 window and its 64-model roster still includes vicuna, koala, alpaca and llama-2. (Apache 2.0) LMArena. (2024). arena-human-preference-55k [Data set]. Hugging Face. https://huggingface.co/datasets/lmarena-ai/arena-human-preference-55k | link |
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| lnirt_sim simulated · source = "sim" |
Simulated joint response accuracy and response time (van der Linden hierarchical framework): 1,000 persons x 20 items, normal-ogive accuracy and lognormal times; true ability and speed in cov_true_*, true item accuracy and time parameters in itemcov_true_*. (CC0 1.0) van der Linden, W. J. (2007). A hierarchical framework for modeling speed and accuracy on test items. Psychometrika, 72(3), 287-308. Generated with LNIRT::simLNIRT (Fox, J.-P., & Klotzke, K., LNIRT R package, version 0.5.1). | link |
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| lobo_2023_parties_be conjoint · source = "conj" |
Adults in Belgium (Qualtrics online panel with age, gender and education quotas, MAPLE I wave 1, Feb-Apr 2019; n = 1,543) chose between two hypothetical parties in 2 paired tasks and rated each party's vote probability (0-10); parties varied in leader's ministerial experience, ideology, economic record, EU-integration stance, immigration stance and priority on corruption. (CC0 1.0) Lobo, M. C., Pannico, R., Heyne, L., Silva, T., Kartalis, Y., & Nina, S. R. (2023). MAPLE I Study – Public Opinion Panel Survey on European Attitudes and Political Behaviour, 2019 [Data set]. Harvard Dataverse. | link |
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| lobo_2023_parties_de conjoint · source = "conj" |
Adults in Germany (Qualtrics online panel with age, gender and education quotas, MAPLE I wave 1, Feb-Apr 2019; n = 1,308) chose between two hypothetical parties in 2 paired tasks and rated each party's vote probability (0-10); parties varied in leader's ministerial experience, ideology, economic record, EU-integration stance, immigration stance and priority on corruption. (CC0 1.0) Lobo, M. C., Pannico, R., Heyne, L., Silva, T., Kartalis, Y., & Nina, S. R. (2023). MAPLE I Study – Public Opinion Panel Survey on European Attitudes and Political Behaviour, 2019 [Data set]. Harvard Dataverse. | link |
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| lobo_2023_parties_es conjoint · source = "conj" |
Adults in Spain (Qualtrics online panel with age, gender and education quotas, MAPLE I wave 1, Feb-Apr 2019; n = 999) chose between two hypothetical parties in 2 paired tasks and rated each party's vote probability (0-10); parties varied in leader's ministerial experience, ideology, economic record, EU-integration stance, immigration stance and priority on corruption. (CC0 1.0) Lobo, M. C., Pannico, R., Heyne, L., Silva, T., Kartalis, Y., & Nina, S. R. (2023). MAPLE I Study – Public Opinion Panel Survey on European Attitudes and Political Behaviour, 2019 [Data set]. Harvard Dataverse. | link |
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| lobo_2023_parties_gr conjoint · source = "conj" |
Adults in Greece (Qualtrics online panel with age, gender and education quotas, MAPLE I wave 1, Feb-Apr 2019; n = 728) chose between two hypothetical parties in 2 paired tasks and rated each party's vote probability (0-10); parties varied in leader's ministerial experience, ideology, economic record, EU-integration stance, immigration stance and priority on corruption. (CC0 1.0) Lobo, M. C., Pannico, R., Heyne, L., Silva, T., Kartalis, Y., & Nina, S. R. (2023). MAPLE I Study – Public Opinion Panel Survey on European Attitudes and Political Behaviour, 2019 [Data set]. Harvard Dataverse. | link |
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| lobo_2023_parties_ie conjoint · source = "conj" |
Adults in Ireland (Qualtrics online panel with age, gender and education quotas, MAPLE I wave 1, Feb-Apr 2019; n = 764) chose between two hypothetical parties in 2 paired tasks and rated each party's vote probability (0-10); parties varied in leader's ministerial experience, ideology, economic record, EU-integration stance, immigration stance and priority on corruption. (CC0 1.0) Lobo, M. C., Pannico, R., Heyne, L., Silva, T., Kartalis, Y., & Nina, S. R. (2023). MAPLE I Study – Public Opinion Panel Survey on European Attitudes and Political Behaviour, 2019 [Data set]. Harvard Dataverse. | link |
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| lobo_2023_parties_pt conjoint · source = "conj" |
Adults in Portugal (Qualtrics online panel with age, gender and education quotas, MAPLE I wave 1, Feb-Apr 2019; n = 1,041) chose between two hypothetical parties in 2 paired tasks and rated each party's vote probability (0-10); parties varied in leader's ministerial experience, ideology, economic record, EU-integration stance, immigration stance and priority on corruption. (CC0 1.0) Lobo, M. C., Pannico, R., Heyne, L., Silva, T., Kartalis, Y., & Nina, S. R. (2023). MAPLE I Study – Public Opinion Panel Survey on European Attitudes and Political Behaviour, 2019 [Data set]. Harvard Dataverse. | link |
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| lochmannova_2026_health_literacy | Sixteen items of the HLS-EU-Q16 health literacy questionnaire (how easy it is to find, understand, judge and use health information); 1 = very difficult to 4 = very easy. 918 adult residents of five spa towns in the Karlovy Vary Region, Czech Republic, quota-sampled by sex, age and town (online questionnaire in Czech, 2026). (CC BY 4.0) Lochmannova, A., Huseynli, A., Spisak, L., Marek, P., Olecka, I., & Simbartl, P. (2026). Perception of Therapeutic Landscapes and Restorativeness of Spa Environments among Residents and Its Association with Subjective Well-Being [Data set]. Harvard Dataverse. | link |
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| lochmannova_2026_nature_relatedness | Six items of the Nature Relatedness Scale short form (NR-6); 1 = disagree strongly to 5 = agree strongly. 918 adult residents of five spa towns in the Karlovy Vary Region, Czech Republic, quota-sampled by sex, age and town (online questionnaire in Czech, 2026). (CC BY 4.0) Lochmannova, A., Huseynli, A., Spisak, L., Marek, P., Olecka, I., & Simbartl, P. (2026). Perception of Therapeutic Landscapes and Restorativeness of Spa Environments among Residents and Its Association with Subjective Well-Being [Data set]. Harvard Dataverse. | link |
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| lochmannova_2026_place_attachment | Twelve place attachment statements (place identity and place dependence; item 64 is negatively keyed and not reversed); 1 = strongly disagree to 5 = strongly agree. 918 adult residents of five spa towns in the Karlovy Vary Region, Czech Republic, quota-sampled by sex, age and town (online questionnaire in Czech, 2026). (CC BY 4.0) Lochmannova, A., Huseynli, A., Spisak, L., Marek, P., Olecka, I., & Simbartl, P. (2026). Perception of Therapeutic Landscapes and Restorativeness of Spa Environments among Residents and Its Association with Subjective Well-Being [Data set]. Harvard Dataverse. | link |
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| lochmannova_2026_restorativeness | Eleven items of the Perceived Restorativeness Scale (PRS-11) about the spa-town environment as a whole (fascination, being away, coherence, scope); 0-10, 0 = not at all, 6 = quite a lot, 10 = completely. 918 adult residents of five spa towns in the Karlovy Vary Region, Czech Republic, quota-sampled by sex, age and town (online questionnaire in Czech, 2026). (CC BY 4.0) Lochmannova, A., Huseynli, A., Spisak, L., Marek, P., Olecka, I., & Simbartl, P. (2026). Perception of Therapeutic Landscapes and Restorativeness of Spa Environments among Residents and Its Association with Subjective Well-Being [Data set]. Harvard Dataverse. | link |
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| lochmannova_2026_self_efficacy | The ten items of the General Self-Efficacy Scale (GSE); 1 = disagree, 2 = somewhat disagree, 3 = somewhat agree, 4 = agree. 918 adult residents of five spa towns in the Karlovy Vary Region, Czech Republic, quota-sampled by sex, age and town (online questionnaire in Czech, 2026). (CC BY 4.0) Lochmannova, A., Huseynli, A., Spisak, L., Marek, P., Olecka, I., & Simbartl, P. (2026). Perception of Therapeutic Landscapes and Restorativeness of Spa Environments among Residents and Its Association with Subjective Well-Being [Data set]. Harvard Dataverse. | link |
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| lochmannova_2026_sense_of_community | Twenty-four items of the Sense of Community Index 2 (SCI-2) adapted to the spa town or municipality (needs fulfilment, membership, influence, shared emotional connection); 1 = not at all, 2 = somewhat, 3 = to a large extent, 4 = completely. 918 adult residents of five spa towns in the Karlovy Vary Region, Czech Republic, quota-sampled by sex, age and town (online questionnaire in Czech, 2026). (CC BY 4.0) Lochmannova, A., Huseynli, A., Spisak, L., Marek, P., Olecka, I., & Simbartl, P. (2026). Perception of Therapeutic Landscapes and Restorativeness of Spa Environments among Residents and Its Association with Subjective Well-Being [Data set]. Harvard Dataverse. | link |
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| lochmannova_2026_spa_environment | Eight study-specific statements about the outdoor spa environment (calm, stress relief, access to quiet natural places, tourism as a barrier, which is negatively worded and not reversed); 1 = strongly disagree to 5 = strongly agree. 918 adult residents of five spa towns in the Karlovy Vary Region, Czech Republic, quota-sampled by sex, age and town (online questionnaire in Czech, 2026). (CC BY 4.0) Lochmannova, A., Huseynli, A., Spisak, L., Marek, P., Olecka, I., & Simbartl, P. (2026). Perception of Therapeutic Landscapes and Restorativeness of Spa Environments among Residents and Its Association with Subjective Well-Being [Data set]. Harvard Dataverse. | link |
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| lochmannova_2026_wellbeing | The five WHO-5 Well-Being Index items, over the past two weeks; 0 = at no time to 5 = all of the time. 918 adult residents of five spa towns in the Karlovy Vary Region, Czech Republic, quota-sampled by sex, age and town (online questionnaire in Czech, 2026). (CC BY 4.0) Lochmannova, A., Huseynli, A., Spisak, L., Marek, P., Olecka, I., & Simbartl, P. (2026). Perception of Therapeutic Landscapes and Restorativeness of Spa Environments among Residents and Its Association with Subjective Well-Being [Data set]. Harvard Dataverse. | link |
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| loewen_2019_depression_incumbent_ca conjoint · source = "conj" |
Canadian online respondents (2017, n=779) read one pair of short candidate descriptions: an incumbent (C) vs challenger (D) varying age, gender, race, occupation, party and daycare position, with the incumbent's illness (flu, skin cancer, depression) and voting attendance randomized, and a challenger military sentence; chose whom to vote for and who is most prepared, trustworthy and of best character. (CC0 1.0) Loewen, P. J., & Rheault, L. (2021). Voters punish politicians with depression. British Journal of Political Science, 51(1), 427-437. | link |
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| loewen_2019_depression_incumbent_us conjoint · source = "conj" |
US online respondents (2017, n=967) read one pair of short candidate descriptions: an incumbent (C) vs challenger (D) varying age, gender, race, party and healthcare position, with the incumbent's illness (flu, skin cancer, depression) and voting attendance randomized; chose whom to vote for and who is most prepared, trustworthy and of best character. (CC0 1.0) Loewen, P. J., & Rheault, L. (2021). Voters punish politicians with depression. British Journal of Political Science, 51(1), 427-437. | link |
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| loewen_2019_depression_open_ca conjoint · source = "conj" |
Canadian online respondents (2017, n=779) read one pair of short candidate descriptions: an open-seat pair of candidates (A, B) varying age, gender, race, occupation, experience, party, abortion, military and tax positions, with Candidate A's health condition (blood pressure, cancer, depression) and leave of absence randomized; chose whom to vote for and who is most prepared, trustworthy and of best character. (CC0 1.0) Loewen, P. J., & Rheault, L. (2021). Voters punish politicians with depression. British Journal of Political Science, 51(1), 427-437. | link |
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| loewen_2019_depression_open_us conjoint · source = "conj" |
US online respondents (2017, n=966) read one pair of short candidate descriptions: an open-seat pair of candidates (A, B) varying age, gender, race, experience, party, abortion, guns and tax positions, with Candidate A's health condition (blood pressure, cancer, depression) and leave of absence randomized; chose whom to vote for and who is most prepared, trustworthy and of best character. (CC0 1.0) Loewen, P. J., & Rheault, L. (2021). Voters punish politicians with depression. British Journal of Political Science, 51(1), 427-437. | link |
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| loi_2018_exchange_ideology | Exchange ideology, 5 items (1-7); N = 215 NSW secondary teachers; cov_* as for loi_2018_workload_increase. (CC BY 4.0) Loi, N., Lawrence, D. F., & Gudex, B. W. (2018). Work intensification and burnout in secondary teachers [data]. figshare. https://doi.org/10.6084/m9.figshare.6114659 | link |
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| loi_2018_mbi_es | Maslach Burnout Inventory Educators Survey, 22 items (1 never - 7 every day as deposited); N = 215 NSW secondary teachers; cov_* as for loi_2018_workload_increase. (CC BY 4.0) Loi, N., Lawrence, D. F., & Gudex, B. W. (2018). Work intensification and burnout in secondary teachers [data]. figshare. https://doi.org/10.6084/m9.figshare.6114659 | link |
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| loi_2018_pos | Perceived organisational support ("the organisation" = the school), 16 items (1-7); N = 215 NSW secondary teachers; cov_* as for loi_2018_workload_increase. (CC BY 4.0) Loi, N., Lawrence, D. F., & Gudex, B. W. (2018). Work intensification and burnout in secondary teachers [data]. figshare. https://doi.org/10.6084/m9.figshare.6114659 | link |
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| loi_2018_teacher_self_efficacy | Norwegian Teacher Self-Efficacy Scale, 24 items (1 not certain at all - 7 absolutely certain); N = 215 NSW secondary teachers; cov_* as for loi_2018_workload_increase. (CC BY 4.0) Loi, N., Lawrence, D. F., & Gudex, B. W. (2018). Work intensification and burnout in secondary teachers [data]. figshare. https://doi.org/10.6084/m9.figshare.6114659 | link |
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| loi_2018_workload_increase | Degree to which 24 teaching tasks (the NTSES task statements) have increased in recent years, 1 not at all - 6 (labels at 1, 2, 4, 6); N = 215 NSW secondary teachers; cov_gender, cov_birth_year, cov_years_teaching, cov_kla, cov_currently_teaching, cov_employment, cov_management, cov_employer. (CC BY 4.0) Loi, N., Lawrence, D. F., & Gudex, B. W. (2018). Work intensification and burnout in secondary teachers [data]. figshare. https://doi.org/10.6084/m9.figshare.6114659 | link |
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| lomholt_2025_teacher_expectations conjoint · source = "conj" |
403 Danish teachers (301 completed the survey) each rated up to 12 text vignettes of a described student whose ethnicity, gender, parental involvement, engagement, subject, instructional context and mode of learning engagement were randomized (fractional factorial, 4,400 ratings). Outcomes: likelihood the student will be in the top 25% academically (1-6) and expected agreement of other teachers (1-5). (CC BY 4.0) Hejli Lomholt, R. (2025). RESEARCH DATA: Formation of teacher expectations: Evidence from a factorial survey experiment manipulating student information [Data set]. Mendeley Data, V2. | link |
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| loneliness_mudfold | De Jong-Gierveld loneliness scale (GPL-3.0) G. J. De Jong and T. van Tilburg (1999). Manual of the loneliness scale. Amsterdam: VU University Amsterdam. | link |
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| lonnqvist_2015_state_selfesteem | State self-esteem, 3 items from the State Self-Esteem Scale, 1 not at all - 5 extremely, measured before (wave 1) and after (wave 2) an incentivised employment task in which applicant ethnicity and sex were salient. 205 university students from Israel, the West Bank and Germany. Covariates: sex, age. (CC0 1.0) Lönnqvist J-E, Hennig-Schmidt H, Walkowitz G (2015) Ethnicity- and Sex-Based Discrimination and the Maintenance of Self-Esteem. PLoS ONE 10(5): e0124622. https://doi.org/10.1371/journal.pone.0124622 | link |
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| lopezgarcia_2023_mx_military_proposal conjoint · source = "conj" |
2,401 Mexican online respondents read a proposal to take the military off the streets whose proposing party (PAN or PRI, or none named) and partner (municipal authorities, private sector, citizens, or none named) were randomized; outcome: 1-5 agreement. (CC0 1.0) López García, A. I., Berens, S., & Maydom, B. (2023). MigCrimeMexSurvey 2021 [Data set]. Harvard Dataverse. | link |
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| lopezgarcia_2023_mx_police_recruits conjoint · source = "conj" |
2,401 Mexican online respondents read about more municipal police officers hired, with the officers' sex (female, or not named) and previous background (soldiers, private security, self-defence forces, human rights activists, migrants in the US, or none) randomized; outcomes: 1-4 faith that they catch criminals and 1-4 likelihood of abuses. (CC0 1.0) López García, A. I., Berens, S., & Maydom, B. (2023). MigCrimeMexSurvey 2021 [Data set]. Harvard Dataverse. | link |
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| lopezgarcia_2023_mx_security_officers conjoint · source = "conj" |
2,401 Mexican online respondents rated a statement that more security officers are needed to reduce crime, with the place (most violent municipalities, or none named) and a complementary programme (five options, or none) randomized; outcome: 1-5 agreement. (CC0 1.0) López García, A. I., Berens, S., & Maydom, B. (2023). MigCrimeMexSurvey 2021 [Data set]. Harvard Dataverse. | link |
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| lopezgarcia_2023_mx_tax_earmark conjoint · source = "conj" |
2,401 Mexican online respondents read one sentence on paying more taxes in which the tax type (VAT or income tax, or neither named) and the use of the revenue (health, roads, security, or none named) were randomized; outcome: 1-5 agreement. (CC0 1.0) López García, A. I., Berens, S., & Maydom, B. (2023). Emigration, social remittances and fiscal policy preferences: Experimental evidence from Mexico. Comparative Political Studies. | link |
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| lopezgarcia_2025_haiti_property_tax conjoint · source = "conj" |
Haitian online respondents (RIWI, Dec 2023 - Apr 2024) chose between 3 pairs of hypothetical proposals for the CFPB property tax varying the administering government, tax collector, earmarked purpose, timeline of service improvement, beneficiaries and taxpayer recognition. 2,001 respondents; forced choice; survey weight included. (CC0 1.0) Lopez Garcia, A. I., & Berens, S. (2025). Taxing the wealthy in Haiti: Evidence from a conjoint experiment on property tax preferences. World Development, 196, 107193. | link |
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| lopezgomez_2025_mbi_cynicism | Maslach Burnout Inventory-Student Survey, Cynicism subscale (4 items, 0-6 frequency scale), N=432 Thai university students (CC BY 4.0) López-Gómez E, González-Fernández R, Khampirat B. (2025). Psychometric study of the Maslach Burnout Inventory-Student Survey on Thai university students. Scientific Reports. | link |
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| lopezgomez_2025_mbi_efficacy | Maslach Burnout Inventory-Student Survey, Professional Efficacy subscale (6 items, 0-6 frequency scale), N=432 Thai university students (CC BY 4.0) López-Gómez E, González-Fernández R, Khampirat B. (2025). Psychometric study of the Maslach Burnout Inventory-Student Survey on Thai university students. Scientific Reports. | link |
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| lopezgomez_2025_mbi_exhaustion | Maslach Burnout Inventory-Student Survey, Exhaustion subscale (5 items, 0-6 frequency scale), N=432 Thai university students (CC BY 4.0) López-Gómez E, González-Fernández R, Khampirat B. (2025). Psychometric study of the Maslach Burnout Inventory-Student Survey on Thai university students. Scientific Reports. | link |
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| lopezodar_2025_berq | Behavioral Emotion Regulation Questionnaire (BERQ), Peruvian Spanish adaptation, 20 items in five four-item subscales (seeking distraction, withdrawal, actively approaching, seeking social support, ignoring), 403 adults aged 18-59 in Lima. 8,060 responses. The paper documents a 5-point scale from 1 (seldom) to 5 (almost always); the deposit stores it zero-indexed, so resp is 0-4 and shipped as recorded rather than shifted. No missing data: the authors report the online form required completion and that no imputation was applied. (CC BY 4.0) López-Odar, D., Aguirre-Morales, M., Cirilo-Acero, I., Hervias-Guerra, E., Vara-Horna, A., & Deza-Villanueva, S. (2025). Psychometric Properties of the Behavioral–Emotional Regulation Questionnaire in Peruvian Adults (BERQ-PA). Behavioral Sciences, 15(2), 224. https://doi.org/10.3390/bs15020224 | link |
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| lopezodar_2025_ghq28 | General Health Questionnaire GHQ-28 (Goldberg & Hillier 1979), 28 items in four seven-item dimensions (somatic symptoms, anxiety, social dysfunction, depression), administered to the same 403 Peruvian adults as lopezodar_2025_berq. 11,284 responses on the documented 4-point scale, 0 (not at all) to 3 (much more than usual). (CC BY 4.0) López-Odar, D., Aguirre-Morales, M., Cirilo-Acero, I., Hervias-Guerra, E., Vara-Horna, A., & Deza-Villanueva, S. (2025). Psychometric Properties of the Behavioral–Emotional Regulation Questionnaire in Peruvian Adults (BERQ-PA). Behavioral Sciences, 15(2), 224. https://doi.org/10.3390/bs15020224 | link |
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| lopezortega_2025_adoption_couples conjoint · source = "conj" |
4,166 Catalan online respondents (CEO Enquesta Sociopolitica 2022) judged 5 pairs of couples applying to adopt a child, varying the couple's sexuality (shown by names), open or closed relationship, age difference, education, family values and reason for adopting. Outcome: which couple should get a child first (forced choice). (CC0 1.0) López Ortega, A., Blanco Bosco, A., et al. (2025). Not so sexually modern after all: Homonegativity and prejudice against open and age-gap relationships (manuscript 24-0076.R2). | link |
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| lopezortega_2025_curriculum_de conjoint · source = "conj" |
1,263 German Kieskompas panel respondents (April 2023) chose between 5 pairs of school-curriculum reform proposals from civic groups in a hypothetical consultation; profiles varied an AI-generated face (gender, age, ethnicity), LGBT+/trans marker, group name, proposal, justification, national support and a foreign country. (CC0 1.0) López Ortega, A., & Turnbull-Dugarte, S. J. (2025). Selectively (il)liberal: Theory and evidence on nativist disidentification. Political Science Research and Methods, 14(3), 789-815. | link |
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| lopezortega_2025_curriculum_nl conjoint · source = "conj" |
1,140 Dutch Kieskompas panel respondents (August 2022) chose between 5 pairs of school-curriculum reform proposals from civic groups in a hypothetical consultation; profiles varied an AI-generated face (gender, age, ethnicity), LGBT+/trans marker, group name, proposal, justification, national support and a foreign country. (CC0 1.0) López Ortega, A., & Turnbull-Dugarte, S. J. (2025). Selectively (il)liberal: Theory and evidence on nativist disidentification. Political Science Research and Methods, 14(3), 789-815. | link |
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| lorenz_2016_efficacy1 | First 10-item self-efficacy battery (GSE-length, Study 1) from the CPC-12 validation (CC BY 4.0) Lorenz T, Beer C, Pütz J, Heinitz K (2016). Measuring Psychological Capital: Construction and Validation of the Compound PsyCap Scale (CPC-12). PLOS ONE, 11(4), e0152892. https://doi.org/10.1371/journal.pone.0152892 | link |
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| lorenz_2016_efficacy2 | Second 8-item self-efficacy battery (Study 1) from the CPC-12 validation (CC BY 4.0) Lorenz T, Beer C, Pütz J, Heinitz K (2016). Measuring Psychological Capital: Construction and Validation of the Compound PsyCap Scale (CPC-12). PLOS ONE, 11(4), e0152892. https://doi.org/10.1371/journal.pone.0152892 | link |
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| lorenz_2016_hope | Adult Hope Scale items (Study 1) from the Compound PsyCap Scale (CPC-12) validation (CC BY 4.0) Lorenz T, Beer C, Pütz J, Heinitz K (2016). Measuring Psychological Capital: Construction and Validation of the Compound PsyCap Scale (CPC-12). PLOS ONE, 11(4), e0152892. https://doi.org/10.1371/journal.pone.0152892 | link |
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| lorenz_2016_optimism1 | First 5-item optimism battery (Study 1) from the CPC-12 validation (CC BY 4.0) Lorenz T, Beer C, Pütz J, Heinitz K (2016). Measuring Psychological Capital: Construction and Validation of the Compound PsyCap Scale (CPC-12). PLOS ONE, 11(4), e0152892. https://doi.org/10.1371/journal.pone.0152892 | link |
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| lorenz_2016_optimism2 | Second 10-item optimism battery (LOT-R-length, Study 1) from the CPC-12 validation (CC BY 4.0) Lorenz T, Beer C, Pütz J, Heinitz K (2016). Measuring Psychological Capital: Construction and Validation of the Compound PsyCap Scale (CPC-12). PLOS ONE, 11(4), e0152892. https://doi.org/10.1371/journal.pone.0152892 | link |
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| lorenz_2016_psycap | 24-item PsyCap item pool (Study 1) the Compound PsyCap Scale (CPC-12) was drawn from (CC BY 4.0) Lorenz T, Beer C, Pütz J, Heinitz K (2016). Measuring Psychological Capital: Construction and Validation of the Compound PsyCap Scale (CPC-12). PLOS ONE, 11(4), e0152892. https://doi.org/10.1371/journal.pone.0152892 | link |
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| lorenz_2016_resilience | CD-RISC-13 resilience items (Study 1) from the CPC-12 validation (CC BY 4.0) Lorenz T, Beer C, Pütz J, Heinitz K (2016). Measuring Psychological Capital: Construction and Validation of the Compound PsyCap Scale (CPC-12). PLOS ONE, 11(4), e0152892. https://doi.org/10.1371/journal.pone.0152892 | link |
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| lotfi_bejestani_2023_burnout | The 19-item Copenhagen Burnout Inventory (Kristensen et al. 2005) scored 0/25/50/75/100, Persian version, answered by 500 Iranian psychiatric nurses in 2020. (CC BY 4.0) Lotfi-Bejestani, S., Atashzadeh-Shoorideh, F., Ghafouri, R., Nasiri, M., Ohnishi, K., & Ghadirian, F. (2023). Is there any relationship between nurses' perceived organizational justice, moral sensitivity, moral courage, moral distress and burnout? BMC Nursing, 22, 363. | link |
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| lotfi_bejestani_2023_moral_courage | Sekerka et al.'s 15-item Moral Courage scale (1-7), Persian version, answered by 500 Iranian psychiatric nurses in 2020. The block was identified by matching the deposit's five subscale means to the paper's published Table 3. (CC BY 4.0) Lotfi-Bejestani, S., Atashzadeh-Shoorideh, F., Ghafouri, R., Nasiri, M., Ohnishi, K., & Ghadirian, F. (2023). Is there any relationship between nurses' perceived organizational justice, moral sensitivity, moral courage, moral distress and burnout? BMC Nursing, 22, 363. | link |
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| lotfi_bejestani_2023_moral_distress | Ohnishi et al.'s 15-item Moral Distress scale, Persian version, answered by 500 Iranian psychiatric nurses in 2020. The paper documents a 0-6 response scale but the data hold 266 responses of 7, and the depositor's own total runs past the 0-6 maximum, so the responses ship as stored and the discrepancy is flagged on the item text issues page. (CC BY 4.0) Lotfi-Bejestani, S., Atashzadeh-Shoorideh, F., Ghafouri, R., Nasiri, M., Ohnishi, K., & Ghadirian, F. (2023). Is there any relationship between nurses' perceived organizational justice, moral sensitivity, moral courage, moral distress and burnout? BMC Nursing, 22, 363. | link |
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| lotfi_bejestani_2023_moral_sensitivity | Han et al.'s 25-item Moral Sensitivity scale (0-4), Persian version, answered by 500 Iranian psychiatric nurses in 2020. The block was identified by matching the deposit's own subscale means to the paper's published Table 3. (CC BY 4.0) Lotfi-Bejestani, S., Atashzadeh-Shoorideh, F., Ghafouri, R., Nasiri, M., Ohnishi, K., & Ghadirian, F. (2023). Is there any relationship between nurses' perceived organizational justice, moral sensitivity, moral courage, moral distress and burnout? BMC Nursing, 22, 363. | link |
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| lotfi_bejestani_2023_org_justice | Niehoff and Moorman's 20-item Perceived Organizational Justice questionnaire (1-5), Persian version, answered by 500 Iranian psychiatric nurses in 2020. Item codes are the deposit's own column names c1-c20; the block was identified from the deposit's three subscale sums, which span 5, 6 and 9 items exactly as the instrument's distributive/procedural/interactional dimensions do. (CC BY 4.0) Lotfi-Bejestani, S., Atashzadeh-Shoorideh, F., Ghafouri, R., Nasiri, M., Ohnishi, K., & Ghadirian, F. (2023). Is there any relationship between nurses' perceived organizational justice, moral sensitivity, moral courage, moral distress and burnout? BMC Nursing, 22, 363. | link |
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| lozano_2018_cognition | Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. IRW table lozano_2018_cognition: 178 respondents x 6 items, 1644 responses. (CC BY 4.0) Lozano, O.; Cupani, M.; Moraleda, E.; Delgado Rico, E.; Caceres-Pachon, P.; Mancheno, J. (2018). Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. Mendeley Data, V1. | link |
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| lozano_2018_getting_along | Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. IRW table lozano_2018_getting_along: 178 respondents x 5 items, 1367 responses. (CC BY 4.0) Lozano, O.; Cupani, M.; Moraleda, E.; Delgado Rico, E.; Caceres-Pachon, P.; Mancheno, J. (2018). Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. Mendeley Data, V1. | link |
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| lozano_2018_life_activities | Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. IRW table lozano_2018_life_activities: 178 respondents x 4 items, 1096 responses. (CC BY 4.0) Lozano, O.; Cupani, M.; Moraleda, E.; Delgado Rico, E.; Caceres-Pachon, P.; Mancheno, J. (2018). Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. Mendeley Data, V1. | link |
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| lozano_2018_mobility | Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. IRW table lozano_2018_mobility: 178 respondents x 5 items, 1370 responses. (CC BY 4.0) Lozano, O.; Cupani, M.; Moraleda, E.; Delgado Rico, E.; Caceres-Pachon, P.; Mancheno, J. (2018). Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. Mendeley Data, V1. | link |
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| lozano_2018_participation | Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. IRW table lozano_2018_participation: 178 respondents x 8 items, 2191 responses. (CC BY 4.0) Lozano, O.; Cupani, M.; Moraleda, E.; Delgado Rico, E.; Caceres-Pachon, P.; Mancheno, J. (2018). Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. Mendeley Data, V1. | link |
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| lozano_2018_self_care | Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. IRW table lozano_2018_self_care: 178 respondents x 4 items, 1096 responses. (CC BY 4.0) Lozano, O.; Cupani, M.; Moraleda, E.; Delgado Rico, E.; Caceres-Pachon, P.; Mancheno, J. (2018). Data for: Reliable Change Index of WHODAS 2.0 in patients with mental health disorders: results of applying Classical Test Theory and Rasch models. Mendeley Data, V1. | link |
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| lsat | Data from LSAT (GPL-3.0) Bock, R. and Lieberman, M. (1970) Fitting a response model for n dichotomously scored items. Psychometrika, 35, 179–197. | link |
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| lsbq_maleki_2025_dominant_language_home_community | Cross-cultural adaptation of the Language and Social Background Questionnaire: Psychometric properties emerging from the Persian version (CC BY 4.0) Maleki, M., Jahanjoo, F., Shibafar, S. et al. Cross-cultural adaptation of the Language and Social Background Questionnaire: Psychometric properties emerging from the Persian version. Behav Res 57, 346 (2025). https://doi.org/10.3758/s13428-025-02831-y | link |
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| lsbq_maleki_2025_non_persian_proficiency | Cross-cultural adaptation of the Language and Social Background Questionnaire: Psychometric properties emerging from the Persian version (CC BY 4.0) Maleki, M., Jahanjoo, F., Shibafar, S. et al. Cross-cultural adaptation of the Language and Social Background Questionnaire: Psychometric properties emerging from the Persian version. Behav Res 57, 346 (2025). https://doi.org/10.3758/s13428-025-02831-y | link |
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| lsbq_maleki_2025_non_persian_use | Cross-cultural adaptation of the Language and Social Background Questionnaire: Psychometric properties emerging from the Persian version (CC BY 4.0) Maleki, M., Jahanjoo, F., Shibafar, S. et al. Cross-cultural adaptation of the Language and Social Background Questionnaire: Psychometric properties emerging from the Persian version. Behav Res 57, 346 (2025). https://doi.org/10.3758/s13428-025-02831-y | link |
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| lsbq_maleki_2025_persian_comprehension | Cross-cultural adaptation of the Language and Social Background Questionnaire: Psychometric properties emerging from the Persian version (CC BY 4.0) Maleki, M., Jahanjoo, F., Shibafar, S. et al. Cross-cultural adaptation of the Language and Social Background Questionnaire: Psychometric properties emerging from the Persian version. Behav Res 57, 346 (2025). https://doi.org/10.3758/s13428-025-02831-y | link |
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| lsbq_maleki_2025_persian_switching | Cross-cultural adaptation of the Language and Social Background Questionnaire: Psychometric properties emerging from the Persian version (CC BY 4.0) Maleki, M., Jahanjoo, F., Shibafar, S. et al. Cross-cultural adaptation of the Language and Social Background Questionnaire: Psychometric properties emerging from the Persian version. Behav Res 57, 346 (2025). https://doi.org/10.3758/s13428-025-02831-y | link |
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| lu_2017_gad7 | GAD-7 (7 items), Chinese university students, main test + retest wave (CC BY 4.0) Lu W, Bian Q, Wang W, Wu X, Wang Z, Zhao M (2017). Chinese version of the Perceived Stress Scale-10: A psychometric study in Chinese university students. PLOS ONE, 12(12), e0189543. https://doi.org/10.1371/journal.pone.0189543 | link |
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| lu_2017_phq9 | PHQ-9 (9 items), Chinese university students, main test + retest wave (CC BY 4.0) Lu W, Bian Q, Wang W, Wu X, Wang Z, Zhao M (2017). Chinese version of the Perceived Stress Scale-10: A psychometric study in Chinese university students. PLOS ONE, 12(12), e0189543. https://doi.org/10.1371/journal.pone.0189543 | link |
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| lu_2017_pss10 | Perceived Stress Scale-10 (10 items), Chinese university students, main test + retest wave (CC BY 4.0) Lu W, Bian Q, Wang W, Wu X, Wang Z, Zhao M (2017). Chinese version of the Perceived Stress Scale-10: A psychometric study in Chinese university students. PLOS ONE, 12(12), e0189543. https://doi.org/10.1371/journal.pone.0189543 | link |
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| lu_2025_chd_motivation_s1 | Draft 18-item motivation-for-health-behaviour scale (1-5) from 749 patients with coronary heart disease (first-round scale development sample). (CC BY 4.0) Lu, Y. (2025). Coronary Heart Disease - Motivation for Health Behavior_Data_Lu [Data set]. Mendeley Data. https://doi.org/10.17632/m7k8638rmc | link |
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| lu_2025_chd_motivation_s2 | Retained 12 items of the motivation-for-health-behaviour scale (1-5) from 347 patients with coronary heart disease (second-round validation sample). (CC BY 4.0) Lu, Y. (2025). Coronary Heart Disease - Motivation for Health Behavior_Data_Lu [Data set]. Mendeley Data. https://doi.org/10.17632/m7k8638rmc | link |
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| lu_2025_mcl_general | General-motivation items of the Motivation to Change Lifestyle and Health Behaviors for Dementia Risk Reduction Scale (4 items, 1-5) from 347 patients with coronary heart disease. (CC BY 4.0) Lu, Y. (2025). Coronary Heart Disease - Motivation for Health Behavior_Data_Lu [Data set]. Mendeley Data. https://doi.org/10.17632/m7k8638rmc | link |
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| lu_2025_property_tax_lab conjoint · source = "conj" |
277 lab-in-the-field subjects in urban China each compared 6 pairs of hypothetical property tax policies (citizen input, provincial supervision, exemption threshold, tax rate, payment penalty, public-goods spending), choosing one and rating each 1-5. (CC0 1.0) Lü, X., Tsai, L. L., Zheng, P., & Trinh, M. (2025). Do government accountability and responsiveness enhance support for property taxes? Experimental evidence from China. World Development, 194, 107051. | link |
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| lu_2025_property_tax_online conjoint · source = "conj" |
893 urban Chinese online respondents (SSI and Qualtrics panels) each compared 4 pairs of hypothetical property tax policies varying citizen input, provincial supervision, payment penalty and exemption, choosing one and rating each 1-5. (CC0 1.0) Lü, X., Tsai, L. L., Zheng, P., & Trinh, M. (2025). Do government accountability and responsiveness enhance support for property taxes? Experimental evidence from China. World Development, 194, 107051. | link |
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| lu_2025_soee | Short Outcome Expectation for Exercise scale (5 items, 1-5) from 347 patients with coronary heart disease. (CC BY 4.0) Lu, Y. (2025). Coronary Heart Disease - Motivation for Health Behavior_Data_Lu [Data set]. Mendeley Data. https://doi.org/10.17632/m7k8638rmc | link |
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| lu_2025_ssee | Short Self-Efficacy for Exercise scale (4 items, 1-5) from 347 patients with coronary heart disease. (CC BY 4.0) Lu, Y. (2025). Coronary Heart Disease - Motivation for Health Behavior_Data_Lu [Data set]. Mendeley Data. https://doi.org/10.17632/m7k8638rmc | link |
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| lu_2026_anger | Spielberger Trait-Anger Scale, 10 items rated 1 (almost never) to 4 (almost always). US native-English-speaking MTurk workers (June 2022), registered-report replication of Lerner & Keltner (2001). N=781. (CC BY 4.0) Lu S, Efendic E, Feldman G (2026). Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions registered report of Lerner and Keltner (2001). Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000586 | link |
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| lu_2026_certainty | Certainty appraisal of the same 23 life events, 1 (not at all certain) to 6 (completely certain); random half of the sample. US native-English-speaking MTurk workers (June 2022), registered-report replication of Lerner & Keltner (2001). N=389. (CC BY 4.0) Lu S, Efendic E, Feldman G (2026). Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions registered report of Lerner and Keltner (2001). Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000586 | link |
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| lu_2026_control | Controllability appraisal of the same 23 life events, 1 (not at all controllable) to 6 (completely controllable); random half of the sample. US native-English-speaking MTurk workers (June 2022), registered-report replication of Lerner & Keltner (2001). N=392. (CC BY 4.0) Lu S, Efendic E, Feldman G (2026). Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions registered report of Lerner and Keltner (2001). Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000586 | link |
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| lu_2026_fss | Fear Survey Schedule-II, 14 items rated 1 (none) to 7 (terror) for how much fear each situation evokes. US native-English-speaking MTurk workers (June 2022), registered-report replication of Lerner & Keltner (2001). N=781. (CC BY 4.0) Lu S, Efendic E, Feldman G (2026). Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions registered report of Lerner and Keltner (2001). Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000586 | link |
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| lu_2026_happiness | Underwood & Froming (1980) Mood Survey, 16 items rated 1 (strongly disagree) to 6 (strongly agree). US native-English-speaking MTurk workers (June 2022), registered-report replication of Lerner & Keltner (2001). N=781. (CC BY 4.0) Lu S, Efendic E, Feldman G (2026). Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions registered report of Lerner and Keltner (2001). Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000586 | link |
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| lu_2026_hope | Snyder Adult Hope Scale, 8 scored items (fillers excluded) rated 1 (definitely false) to 8 (definitely true). US native-English-speaking MTurk workers (June 2022), registered-report replication of Lerner & Keltner (2001). N=781. (CC BY 4.0) Lu S, Efendic E, Feldman G (2026). Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions registered report of Lerner and Keltner (2001). Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000586 | link |
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| lu_2026_optimism | Comparative risk judgments for 23 life events (Weinstein 1980): own chance relative to similar others, -4 (very much less likely) to 4 (very much more likely), 0 = equal chance. US native-English-speaking MTurk workers (June 2022), registered-report replication of Lerner & Keltner (2001). N=781. (CC BY 4.0) Lu S, Efendic E, Feldman G (2026). Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions registered report of Lerner and Keltner (2001). Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000586 | link |
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| lu_2026_phq9 | Patient Health Questionnaire-9 (PHQ-9), 9 items, 0-3, at four waves (wave 1-4) of a longitudinal study of 454 first-year university students in China (ages 17-22). Covariates: gender, age. Two rows whose item responses copy another row exactly were dropped. (CC BY 4.0) Lu X, Zhu L, Chen L, Wen M, Yao L (2026). Intensity-specific leisure-time physical activity and depressive symptoms among first-year university students: a four-wave longitudinal study. PeerJ 14:e21498. https://doi.org/10.7717/peerj.21498 | link |
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| lu_2026_stai | Spielberger Trait-Anxiety Inventory (STAI trait form), 20 items rated 1 (almost never) to 4 (almost always). US native-English-speaking MTurk workers (June 2022), registered-report replication of Lerner & Keltner (2001). N=781. (CC BY 4.0) Lu S, Efendic E, Feldman G (2026). Associations of fear, anger, happiness, and hope with risk judgments: Revisiting appraisal-tendency framework with a replication and extensions registered report of Lerner and Keltner (2001). Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000586 | link |
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| lublin_2023_candidate_pairs conjoint · source = "conj" |
2,503 US adults (quota online sample, 2021) compared five pairs of hypothetical US congressional candidates described by ethnicity, career, gender, incumbency, prior elected office, party and political views; they chose one candidate or 'no preference'. (CC0 1.0) Lublin, D., & Wright, M. (2023). Diversity matters: The election of Asian Americans to U.S. state and federal legislatures. American Political Science Review. | link |
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| lublin_2023_candidate_vignette conjoint · source = "conj" |
2,310 US adults (quota online sample, 2021) each read one vignette of a congressional candidate, 'Michael [surname]', whose ethnic identity (9 levels: six Asian origins, English, Nigerian, Mexican) and career background (organizer or restaurant owner) were randomized; outcomes are three agree-disagree ratings. (CC0 1.0) Lublin, D., & Wright, M. (2023). Diversity matters: The election of Asian Americans to U.S. state and federal legislatures. American Political Science Review. | link |
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| lucas_2025_municipal_partisanship conjoint · source = "conj" |
Respondents compared pairs of hypothetical city-council candidates (6 attributes: age, gender, race, position, ideology, party affiliation) and chose one to vote for and rated their likelihood of voting for each. Online panel of 3,847 Alberta residents (Calgary and Edmonton, March 2025; Calgary, September 2025), 3 tasks each. (CC0 1.0) Lucas, J., McGregor, R. M., Snagovsky, F., & Wesley, J. (2026). Do municipal voters punish partisan candidates? Evidence from a newly partisan municipal election. SocArXiv preprint, March 12, 2026. | link |
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| lueders_2025_relocation conjoint · source = "conj" |
Paired city conjoint: 1,164 Mexican-born immigrants in the US (online, English or Spanish) chose between 4 pairs of destination cities varying jobs, rent, social network, share Mexican, local deportation policy, immigrant healthcare access and community type; also ten 0/1 judgements of each city (five per randomized question version). (CC0 1.0) Lueders, H. (2025). Local immigration policies shape immigrants' relocation preferences regardless of immigration status. Political Behavior. | link |
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| luettgau_2026_political_knowledge | Agreement with 64 political statements -- 16 per topic across climate change, COVID-19 policy, criminal justice and immigration, 8 true and 8 false in each -- rated on a 7-point scale before and after a research task by 2,858 UK adults in two randomised trials around the 2024 general election. A complete pre/post panel, 365,824 responses. resp is stored AGREE-FIRST: 1 = agree, 7 = disagree, so a lower value means more agreement. treat is the within-subject manipulation (each participant researched two of the four topics); cov_arm is the between-subject randomisation (chatbot vs Google search in study 2, prompted vs default-prompted chatbot in study 3); itemcov_ground_truth marks whether the statement is true. (OGL (Open Government Licence)) Luettgau, L., Kirk, H. R., Hackenburg, K., Bergs, J., Davidson, H., Ogden, H., Siddarth, D., Huang, S., & Summerfield, C. (2026). Conversational AI increases political knowledge as effectively as self-directed internet search. PNAS Nexus, 5(10), pgag305. | link |
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| luettgau_2026_source_trust | How much 2,499 UK adults, a nationally representative sample surveyed around the 2024 general election, trust each of eight sources of political information (newspapers, television, radio, AI chatbots, social media, other internet sites, podcasts, internet search), 1 = trust a great deal to 4 = do not trust at all, so a higher value means less trust. 18,749 responses from 2,475 respondents. (OGL (Open Government Licence)) Luettgau, L., Kirk, H. R., Hackenburg, K., Bergs, J., Davidson, H., Ogden, H., Siddarth, D., Huang, S., & Summerfield, C. (2026). Conversational AI increases political knowledge as effectively as self-directed internet search. PNAS Nexus, 5(10), pgag305. | link |
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| lukita_2026_academic_resilience | Twenty-four academic resilience items (items 19-23 behave as reverse-worded and are not reversed), observed 1-4. 453 Indonesian junior secondary students (grades 7-9) at a madrasah tsanawiyah and a general junior secondary school (SMP); questionnaire in Indonesian. The deposit has no codebook: response ranges are as observed and anchors and item direction are undocumented. (CC BY 4.0) Lukita, M. Y., & Syahputra, W. (2026). Predicting School Burnout among Secondary School Students: The Mediating Role of Academic Resilience in Self-Regulated Learning, Social Support, and Bedtime Procrastination [Data set]. Zenodo. | link |
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| lukita_2026_bedtime_procrast | Nine bedtime procrastination items (the Bedtime Procrastination Scale's length; items 2, 3, 7 and 9 behave as reverse-worded and are not reversed), observed 1-5, but 5 occurs only in items 5 and 7 (24 cells), so the scale's top may be 4 with mis-keyed cells. 453 Indonesian junior secondary students (grades 7-9) at a madrasah tsanawiyah and a general junior secondary school (SMP); questionnaire in Indonesian. The deposit has no codebook: response ranges are as observed and anchors and item direction are undocumented. (CC BY 4.0) Lukita, M. Y., & Syahputra, W. (2026). Predicting School Burnout among Secondary School Students: The Mediating Role of Academic Resilience in Self-Regulated Learning, Social Support, and Bedtime Procrastination [Data set]. Zenodo. | link |
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| lukita_2026_burnout | Nine school burnout items (the School Burnout Inventory's length; the deposit's second workbook assigns them to exhaustion, cynicism and inadequacy subscales), observed 1-4. 453 Indonesian junior secondary students (grades 7-9) at a madrasah tsanawiyah and a general junior secondary school (SMP); questionnaire in Indonesian. The deposit has no codebook: response ranges are as observed and anchors and item direction are undocumented. (CC BY 4.0) Lukita, M. Y., & Syahputra, W. (2026). Predicting School Burnout among Secondary School Students: The Mediating Role of Academic Resilience in Self-Regulated Learning, Social Support, and Bedtime Procrastination [Data set]. Zenodo. | link |
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| lukita_2026_self_regulated | Nine self-regulated learning items, observed 1-4. 453 Indonesian junior secondary students (grades 7-9) at a madrasah tsanawiyah and a general junior secondary school (SMP); questionnaire in Indonesian. The deposit has no codebook: response ranges are as observed and anchors and item direction are undocumented. (CC BY 4.0) Lukita, M. Y., & Syahputra, W. (2026). Predicting School Burnout among Secondary School Students: The Mediating Role of Academic Resilience in Self-Regulated Learning, Social Support, and Bedtime Procrastination [Data set]. Zenodo. | link |
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| lukita_2026_social_support | Twelve perceived social support items (source codes pss1-pss12, renamed sup1-sup12 so they are not mistaken for the Perceived Stress Scale), observed 1-4. 453 Indonesian junior secondary students (grades 7-9) at a madrasah tsanawiyah and a general junior secondary school (SMP); questionnaire in Indonesian. The deposit has no codebook: response ranges are as observed and anchors and item direction are undocumented. (CC BY 4.0) Lukita, M. Y., & Syahputra, W. (2026). Predicting School Burnout among Secondary School Students: The Mediating Role of Academic Resilience in Self-Regulated Learning, Social Support, and Bedtime Procrastination [Data set]. Zenodo. | link |
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| lunacortes_2019_interperson_conn | 4-item interpersonal connections (IC) scale (1-7 Likert) from a survey of Spanish Gen-Y tourists on virtual social networks (CC BY 4.0) Luna-Cortés G, López-Bonilla LM, López-Bonilla JM (2019) The influence of social value and self-congruity on interpersonal connections in virtual social networks by Gen-Y tourists. PLoS ONE. | link |
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| lunacortes_2019_isnbi | 3-item ISNBI scale (1-7 Likert, full name not spelled out in article text) from a survey of Spanish Gen-Y tourists on virtual social networks (CC BY 4.0) Luna-Cortés G, López-Bonilla LM, López-Bonilla JM (2019) The influence of social value and self-congruity on interpersonal connections in virtual social networks by Gen-Y tourists. PLoS ONE. | link |
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| lunacortes_2019_isncc | 4-item ISNCC scale (1-7 Likert, full name not spelled out in article text) from a survey of Spanish Gen-Y tourists on virtual social networks (CC BY 4.0) Luna-Cortés G, López-Bonilla LM, López-Bonilla JM (2019) The influence of social value and self-congruity on interpersonal connections in virtual social networks by Gen-Y tourists. PLoS ONE. | link |
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| lunacortes_2019_satisfaction | 3-item satisfaction scale (1-7 Likert) from a survey of Spanish Gen-Y tourists on virtual social networks (CC BY 4.0) Luna-Cortés G, López-Bonilla LM, López-Bonilla JM (2019) The influence of social value and self-congruity on interpersonal connections in virtual social networks by Gen-Y tourists. PLoS ONE. | link |
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| lunacortes_2019_self_congruity | 4-item self-congruity scale (1-7 Likert) from a survey of Spanish Gen-Y tourists on virtual social networks (CC BY 4.0) Luna-Cortés G, López-Bonilla LM, López-Bonilla JM (2019) The influence of social value and self-congruity on interpersonal connections in virtual social networks by Gen-Y tourists. PLoS ONE. | link |
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| lunacortes_2019_social_value | 3-item perceived social value scale (1-7 Likert) from a survey of Spanish Gen-Y tourists on virtual social networks (CC BY 4.0) Luna-Cortés G, López-Bonilla LM, López-Bonilla JM (2019) The influence of social value and self-congruity on interpersonal connections in virtual social networks by Gen-Y tourists. PLoS ONE. | link |
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| luo_2019_cpti | Child Problematic Traits Inventory, mother-rated, 28 items x 2 waves one year apart, 1-4. 585 children (grades 3-6) at a Guangdong primary school. Covariates: grade. (CC BY 4.0) Luo J, Wang M-C, Wang Y, Zhang X, Deng J, Zhong C, et al. (2019) Longitudinal measurement invariance of the Child Problematic Trait Inventory in older Chinese children. PLoS ONE 14(7): e0219136. https://doi.org/10.1371/journal.pone.0219136 | link |
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| luo_2021_acculturation_index | 10-item Acculturation Index (CC BY 4.0) Luo M, Zhang X, Peng F, Zhao J, Deng H (2021). Predictors of acculturation attitude of international students in China. PLOS ONE, 16(11), e0260616. https://doi.org/10.1371/journal.pone.0260616 | link |
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| luo_2021_conational_ties | 4-item social-support-from-co-national-friends battery (CC BY 4.0) Luo M, Zhang X, Peng F, Zhao J, Deng H (2021). Predictors of acculturation attitude of international students in China. PLOS ONE, 16(11), e0260616. https://doi.org/10.1371/journal.pone.0260616 | link |
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| luo_2021_ecr | 12-item attachment scale (ECR-style avoidance/anxiety items) among international students in China (CC BY 4.0) Luo M, Zhang X, Peng F, Zhao J, Deng H (2021). Predictors of acculturation attitude of international students in China. PLOS ONE, 16(11), e0260616. https://doi.org/10.1371/journal.pone.0260616 | link |
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| luo_2021_host_ties | 4-item social-support-from-host-country-friends battery (CC BY 4.0) Luo M, Zhang X, Peng F, Zhao J, Deng H (2021). Predictors of acculturation attitude of international students in China. PLOS ONE, 16(11), e0260616. https://doi.org/10.1371/journal.pone.0260616 | link |
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| luo_2021_intl_ties | 4-item social-support-from-other-international-friends battery (CC BY 4.0) Luo M, Zhang X, Peng F, Zhao J, Deng H (2021). Predictors of acculturation attitude of international students in China. PLOS ONE, 16(11), e0260616. https://doi.org/10.1371/journal.pone.0260616 | link |
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| lupu_2024_laws_of_war_fr conjoint · source = "conj" |
2,050 adults in France (online panel) each read one vignette about a conflict abroad, randomized on the rebels' aims (secession/overthrow), the government's regime type, and whether the rebels and the government comply with the laws of war; outcomes are approval of the government and of the rebels (5-point). (CC0 1.0) Lupu, Y., & Wallace, G. P. R. (2024). The laws of war and public support for foreign combatants. International Organization. | link |
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| lupu_2024_laws_of_war_uk conjoint · source = "conj" |
2,197 adults in United Kingdom (online panel) each read one vignette about a conflict abroad, randomized on the rebels' aims (secession/overthrow), the government's regime type, and whether the rebels and the government comply with the laws of war; outcomes are approval of the government and of the rebels (5-point). (CC0 1.0) Lupu, Y., & Wallace, G. P. R. (2024). The laws of war and public support for foreign combatants. International Organization. | link |
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| lupu_2024_laws_of_war_us conjoint · source = "conj" |
2,009 adults in United States (online panel) each read one vignette about a conflict abroad, randomized on the rebels' aims (secession/overthrow), the government's regime type, and whether the rebels and the government comply with the laws of war; outcomes are approval of the government and of the rebels (5-point). (CC0 1.0) Lupu, Y., & Wallace, G. P. R. (2024). The laws of war and public support for foreign combatants. International Organization. | link |
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| lushenko_2025_ai_trust_cadets conjoint · source = "conj" |
US Army ROTC cadets (Qualtrics, Nov-Dec 2023) rated their trust in 9 hypothetical AI-enabled military technologies used in a large war, varying platform, purpose, precision, autonomy, civilian deaths, friendly forces saved, mission contribution, regulation and other adopters. 471 respondents; one 1-5 trust rating per profile. (CC0 1.0) Lushenko, P. (2025). AI, trust, and the war room: Evidence from a conjoint experiment in the US military. Cambridge Forum on AI: Law and Governance. | link |
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| lusk_2019_healthy_beliefs | Beliefs about healthy food, 8 items, 1-5 agreement. 1,290 U.S. adults, a national survey on natural and healthy food. Covariates: gender, age group, region, education, race, Hispanic, vegetarian, ideology. (CC0 1.0) Lusk JL (2019) Consumer beliefs about healthy foods and diets. PLoS ONE 14(10): e0223098. https://doi.org/10.1371/journal.pone.0223098 | link |
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| lusk_2019_healthy_foods | Is each of 15 foods healthy (1 healthy, 2 neither, 3 unhealthy). 1,290 U.S. adults, a national survey on natural and healthy food. Covariates: gender, age group, region, education, race, Hispanic, vegetarian, ideology. (CC0 1.0) Lusk JL (2019) Consumer beliefs about healthy foods and diets. PLoS ONE 14(10): e0223098. https://doi.org/10.1371/journal.pone.0223098 | link |
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| lusk_2019_natural_beliefs | Beliefs about natural food, 7 items, 1-5 agreement. 1,290 U.S. adults, a national survey on natural and healthy food. Covariates: gender, age group, region, education, race, Hispanic, vegetarian, ideology. (CC0 1.0) Lusk JL (2019) Consumer beliefs about healthy foods and diets. PLoS ONE 14(10): e0223098. https://doi.org/10.1371/journal.pone.0223098 | link |
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| lusk_2019_natural_farming | Is a food natural if grown with each of 9 farming practices (1 natural, 2 neither, 3 not natural). 1,290 U.S. adults, a national survey on natural and healthy food. Covariates: gender, age group, region, education, race, Hispanic, vegetarian, ideology. (CC0 1.0) Lusk JL (2019) Consumer beliefs about healthy foods and diets. PLoS ONE 14(10): e0223098. https://doi.org/10.1371/journal.pone.0223098 | link |
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| lusk_2019_natural_processing | Is a food natural if produced with each of 12 processes (1 natural, 2 neither, 3 not natural). 1,290 U.S. adults, a national survey on natural and healthy food. Covariates: gender, age group, region, education, race, Hispanic, vegetarian, ideology. (CC0 1.0) Lusk JL (2019) Consumer beliefs about healthy foods and diets. PLoS ONE 14(10): e0223098. https://doi.org/10.1371/journal.pone.0223098 | link |
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| lust_2024_female_candidates conjoint · source = "conj" |
31,112 adults in Egypt, Algeria, Morocco, Jordan, Tunisia and Libya (fall 2022) each rated one hypothetical candidate whose gender, background (civil society vs business), party goals (local development vs national economy) and success were randomized, on ten 0-10 scales (vote, endorsement, competence in several domains, others' vote). (CC0 1.0) Lust, E., & Benstead, L. J. (2024). Is the future female? Lessons from a conjoint experiment on voter preferences in six Arab countries. Comparative Political Studies. | link |
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| luttenberger_2021_ferus | FERUS resources and self-management items (12 items, 1-5), pre and post (wave 2-3), for 156 German outpatients with a depressive episode in a randomised trial of group bouldering psychotherapy vs group CBT (treat = bouldering). (CC BY 4.0) Luttenberger, K., Karg-Hefner, N., Berking, M., Kind, L., Weiss, M., Kornhuber, J., & Dorscht, L. (2022). Bouldering psychotherapy is not inferior to cognitive behavioural therapy in the group treatment of depression: A randomized controlled trial. British Journal of Clinical Psychology, 61(2), 465-493. https://doi.org/10.1111/bjc.12347 | link |
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| luttenberger_2021_fkb | FKB-20 vital body dynamics items (10 items, 1-5), pre and post (wave 2-3), for 156 German outpatients with a depressive episode in a randomised trial of group bouldering psychotherapy vs group CBT (treat = bouldering). (CC BY 4.0) Luttenberger, K., Karg-Hefner, N., Berking, M., Kind, L., Weiss, M., Kornhuber, J., & Dorscht, L. (2022). Bouldering psychotherapy is not inferior to cognitive behavioural therapy in the group treatment of depression: A randomized controlled trial. British Journal of Clinical Psychology, 61(2), 465-493. https://doi.org/10.1111/bjc.12347 | link |
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| luttenberger_2021_gad7 | GAD-7 anxiety, German (7 items, 0-3), pre and post (wave 2-3), for 156 German outpatients with a depressive episode in a randomised trial of group bouldering psychotherapy vs group CBT (treat = bouldering). (CC BY 4.0) Luttenberger, K., Karg-Hefner, N., Berking, M., Kind, L., Weiss, M., Kornhuber, J., & Dorscht, L. (2022). Bouldering psychotherapy is not inferior to cognitive behavioural therapy in the group treatment of depression: A randomized controlled trial. British Journal of Clinical Psychology, 61(2), 465-493. https://doi.org/10.1111/bjc.12347 | link |
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| luttenberger_2021_gse | General Self-Efficacy Scale, German (10 items, 1-4), pre and post (wave 2-3), for 156 German outpatients with a depressive episode in a randomised trial of group bouldering psychotherapy vs group CBT (treat = bouldering). (CC BY 4.0) Luttenberger, K., Karg-Hefner, N., Berking, M., Kind, L., Weiss, M., Kornhuber, J., & Dorscht, L. (2022). Bouldering psychotherapy is not inferior to cognitive behavioural therapy in the group treatment of depression: A randomized controlled trial. British Journal of Clinical Psychology, 61(2), 465-493. https://doi.org/10.1111/bjc.12347 | link |
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| luttenberger_2021_madrs | Montgomery-Asberg Depression Rating Scale via the SIGMA structured interview (10 observer-rated items, 0-6), pre, post and 12-month follow-up (wave 2-4), for 156 German outpatients with a depressive episode in a randomised trial of group bouldering psychotherapy vs group CBT (treat = bouldering). (CC BY 4.0) Luttenberger, K., Karg-Hefner, N., Berking, M., Kind, L., Weiss, M., Kornhuber, J., & Dorscht, L. (2022). Bouldering psychotherapy is not inferior to cognitive behavioural therapy in the group treatment of depression: A randomized controlled trial. British Journal of Clinical Psychology, 61(2), 465-493. https://doi.org/10.1111/bjc.12347 | link |
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| luttenberger_2021_phq9 | PHQ-9 depression, German (9 items, 0-3), screening, pre, post and 12-month follow-up (wave 1-4), for 156 German outpatients with a depressive episode in a randomised trial of group bouldering psychotherapy vs group CBT (treat = bouldering). (CC BY 4.0) Luttenberger, K., Karg-Hefner, N., Berking, M., Kind, L., Weiss, M., Kornhuber, J., & Dorscht, L. (2022). Bouldering psychotherapy is not inferior to cognitive behavioural therapy in the group treatment of depression: A randomized controlled trial. British Journal of Clinical Psychology, 61(2), 465-493. https://doi.org/10.1111/bjc.12347 | link |
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| luttenberger_2021_rses | Rosenberg Self-Esteem Scale, German (10 items, 0-3), pre and post (wave 2-3), for 156 German outpatients with a depressive episode in a randomised trial of group bouldering psychotherapy vs group CBT (treat = bouldering). (CC BY 4.0) Luttenberger, K., Karg-Hefner, N., Berking, M., Kind, L., Weiss, M., Kornhuber, J., & Dorscht, L. (2022). Bouldering psychotherapy is not inferior to cognitive behavioural therapy in the group treatment of depression: A randomized controlled trial. British Journal of Clinical Psychology, 61(2), 465-493. https://doi.org/10.1111/bjc.12347 | link |
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| luttenberger_2021_scl_social | SCL-90-R social insecurity / interpersonal sensitivity items (9 items, 0-4), pre and post (wave 2-3), for 156 German outpatients with a depressive episode in a randomised trial of group bouldering psychotherapy vs group CBT (treat = bouldering). (CC BY 4.0) Luttenberger, K., Karg-Hefner, N., Berking, M., Kind, L., Weiss, M., Kornhuber, J., & Dorscht, L. (2022). Bouldering psychotherapy is not inferior to cognitive behavioural therapy in the group treatment of depression: A randomized controlled trial. British Journal of Clinical Psychology, 61(2), 465-493. https://doi.org/10.1111/bjc.12347 | link |
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| lutz_2026_responsibility_sharing conjoint · source = "conj" |
Adults in six EU countries (n = 10,200; Denmark, Germany, Greece, Hungary, Italy, Poland) compared two pairs of models of a common European migration policy that varied the mode of refugee protection, the form of migration control and bindingness; forced choice plus a 1-7 rating of each model. (CC BY 4.0) Lutz, P., & Bachelet, M. (2026). Europe's immigration divide: multidimensional responsibility-sharing as a solution? Journal of European Public Policy, 1-28. | link |
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| luu_2024_stai6 | State-Trait Anxiety Inventory short form (STAI-6, 6 items), non-Japanese residents in Japan during COVID-19 (CC BY 4.0) Luu MN, Imoto A, Matsuo Y, et al. (2024). Anxiety and its risk factors among non-Japanese residents living in Japan undergoing COVID-19 situation: A cross-sectional survey. PLOS ONE, 19(3), e0280144. https://doi.org/10.1371/journal.pone.0280144 | link |
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| luypaert_2024_party_manifestos conjoint · source = "conj" |
Flemish voters of Vooruit, Groen, Open VLD and Vlaams Belang (n = 2,119) chose between two party manifestos in 10 tasks (5 social democratic, 5 liberal), each stating randomized positions on the welfare state, inheritance taxes, immigration and nature conservation. (CC0 1.0) Luypaert, J. (2024). Replication data for: Balancing an ideological trade-off: Electoral appeal of consistent and responsive party positions [Data set]. Harvard Dataverse. | link |
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| ly_2021_animal_empathy | Self-reported emotional response (7 emotions, 0-10) to videos of farm animals undergoing painful vs. non-painful procedures (CC BY 4.0) Ly LH, Weary DM (2021). Facial expression in humans as a measure of empathy towards farm animals in pain. PLOS ONE, 16(3), e0247808. https://doi.org/10.1371/journal.pone.0247808 | link |
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| lys_2020_rape_1_rma | Rape myth acceptance ratings for the study 1 of the rape myth acceptance scale paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_2_rma | Rape myth acceptance ratings for the study 2 of the rape myth acceptance scale paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_2_rma_pre | Rape myth acceptance ratings for the study 2 of the rape myth acceptance scale paper, but the ratings are for the study 1 results (previous answers of participants) (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_3_asi | Ambivalent Sexism Inventory ratings for study 3 of the rape myth acceptance scale paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_3_cons | Political Opinion Questionnaire measuring endorsement of right-wing ideology for study 3 of the rape myth acceptance scale paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_3_diff | Gender differences ratings measuring biological and cultural origins of differences between men and women for study 3 of the rape myth acceptance scale paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_3_kpnts | Social Dominance Scale ratings measuring the tendency to legitimize inequalities in the society for study 3 of the rape myth acceptance scale paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_3_rma | Rape myth acceptance ratings for the study 3 of the rape myth acceptance scale paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_3_rwa | Right-Wing Authoritarianism ratings measuring submission, aggression, and conventionalism for study 3 of the rape myth acceptance scale paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_3_sds | Social desirability questionnaire measuring the tendency for positive self-presentation for study 3 of the rape myth acceptance scale paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_3_sj | System Justification Scale ratings measuring the tendency to support the existing social order for study 3 of the rape myth acceptance paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lys_2020_rape_3_unjust | Unjust world beliefs measuring the perception of the world as a place where unfair things happen often for study 3 of the rape myth acceptance scale paper (CC BY 4.0) Łyś, A.E., Bargiel-Matusiewicz, K., Krasuski, T. et al. Psychometric properties of the polish updated Illinois rape myth acceptance scale. Curr Psychol 42, 445–459 (2023). https://doi.org/10.1007/s12144-020-01249-3 | link |
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| lyu_2024_ate | Attitude towards entrepreneurship, 5 items (ATE1-ATE5), 1 (strongly disagree) to 5 (strongly agree). Students and graduates of five universities in Southern China (online survey, June-July 2022). N=681 after dropping three double submissions. (CC BY 4.0) Lyu X, Al Mamun A, Yang Q, Aziz NA (2024). Social entrepreneurial intention among university students in China. Scientific Reports, 14, 7362. https://doi.org/10.1038/s41598-024-58060-4 | link |
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| lyu_2024_nfa | Need for achievement, 5 items (NFA1-NFA5), 1 (strongly disagree) to 5 (strongly agree). Students and graduates of five universities in Southern China (online survey, June-July 2022). N=681 after dropping three double submissions. (CC BY 4.0) Lyu X, Al Mamun A, Yang Q, Aziz NA (2024). Social entrepreneurial intention among university students in China. Scientific Reports, 14, 7362. https://doi.org/10.1038/s41598-024-58060-4 | link |
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| lyu_2024_org | Opportunity recognition competency, 4 items (ORG1-ORG4), 1 (strongly disagree) to 5 (strongly agree). Students and graduates of five universities in Southern China (online survey, June-July 2022). N=681 after dropping three double submissions. (CC BY 4.0) Lyu X, Al Mamun A, Yang Q, Aziz NA (2024). Social entrepreneurial intention among university students in China. Scientific Reports, 14, 7362. https://doi.org/10.1038/s41598-024-58060-4 | link |
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| lyu_2024_pbc | Perceived behavioural control (starting a business), 5 items (PBC1-PBC5), 1 (strongly disagree) to 5 (strongly agree). Students and graduates of five universities in Southern China (online survey, June-July 2022). N=681 after dropping three double submissions. (CC BY 4.0) Lyu X, Al Mamun A, Yang Q, Aziz NA (2024). Social entrepreneurial intention among university students in China. Scientific Reports, 14, 7362. https://doi.org/10.1038/s41598-024-58060-4 | link |
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| lyu_2024_pvs | Perceived values on sustainability, 5 items (PVS1-PVS5), 1 (strongly disagree) to 5 (strongly agree). Students and graduates of five universities in Southern China (online survey, June-July 2022). N=681 after dropping three double submissions. (CC BY 4.0) Lyu X, Al Mamun A, Yang Q, Aziz NA (2024). Social entrepreneurial intention among university students in China. Scientific Reports, 14, 7362. https://doi.org/10.1038/s41598-024-58060-4 | link |
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| lyu_2024_rtp | Risk-taking propensity, 4 items (RTP1-RTP4), 1 (strongly disagree) to 5 (strongly agree). Students and graduates of five universities in Southern China (online survey, June-July 2022). N=681 after dropping three double submissions. (CC BY 4.0) Lyu X, Al Mamun A, Yang Q, Aziz NA (2024). Social entrepreneurial intention among university students in China. Scientific Reports, 14, 7362. https://doi.org/10.1038/s41598-024-58060-4 | link |
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| lyu_2024_sef | Self-efficacy, 5 items (SEF1-SEF5), 1 (strongly disagree) to 5 (strongly agree). Students and graduates of five universities in Southern China (online survey, June-July 2022). N=681 after dropping three double submissions. (CC BY 4.0) Lyu X, Al Mamun A, Yang Q, Aziz NA (2024). Social entrepreneurial intention among university students in China. Scientific Reports, 14, 7362. https://doi.org/10.1038/s41598-024-58060-4 | link |
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| lyu_2024_sei | Social entrepreneurial intention, 5 items (SEI1-SEI5), 1 (strongly disagree) to 5 (strongly agree). Students and graduates of five universities in Southern China (online survey, June-July 2022). N=681 after dropping three double submissions. (CC BY 4.0) Lyu X, Al Mamun A, Yang Q, Aziz NA (2024). Social entrepreneurial intention among university students in China. Scientific Reports, 14, 7362. https://doi.org/10.1038/s41598-024-58060-4 | link |
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| lyu_2024_sun | Subjective norms (toward starting a business), 4 items (SUN1-SUN4), 1 (strongly disagree) to 5 (strongly agree). Students and graduates of five universities in Southern China (online survey, June-July 2022). N=681 after dropping three double submissions. (CC BY 4.0) Lyu X, Al Mamun A, Yang Q, Aziz NA (2024). Social entrepreneurial intention among university students in China. Scientific Reports, 14, 7362. https://doi.org/10.1038/s41598-024-58060-4 | link |
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| ma2021_sme_covid | COVID-19 impact questionnaire for Chinese SMEs (28 items); N=234; 1-7 Likert; covers financial performance, operations, costs, and government relief (CC0 1.0) Ma, Z., Liu, Y., & Gao, Y. (2022). Replication Data for: Valid questionnaire for small and medium-sized enterprises [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/0ADT0D | link |
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| ma2026_bsmas | BSMAS (Bergen Social Media Addiction Scale), 1-5 Likert; N=1108, 6 items, Chinese primary school students (CC BY 4.0) Ma, J., An, S., Chen, Q., & Liu, S. (2026). Assessing Online-Related Addiction in Chinese Primary School Students: An Item Response Theory Analysis of Three Scales. Research Square (preprint). | link |
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| ma2026_igds | IGDS9-SF (Internet Gaming Disorder Scale-Short Form), 1-5 Likert; N=1108, 9 items, Chinese primary school students (CC BY 4.0) Ma, J., An, S., Chen, Q., & Liu, S. (2026). Assessing Online-Related Addiction in Chinese Primary School Students: An Item Response Theory Analysis of Three Scales. Research Square (preprint). | link |
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| ma2026_sabas | SABAS (Smartphone Application-Based Addiction Scale), 1-6 Likert; N=1108, 6 items, Chinese primary school students (CC BY 4.0) Ma, J., An, S., Chen, Q., & Liu, S. (2026). Assessing Online-Related Addiction in Chinese Primary School Students: An Item Response Theory Analysis of Three Scales. Research Square (preprint). | link |
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| ma_2024_ecny_intention | Intention to use the digital renminbi (eCNY), 5 items (IeCNY1-IeCNY5) on a 1-7 agreement scale, from 809 adults in China's eCNY pilot communities. One of nine constructs in a UTAUT survey of eCNY adoption; covariates are the respondent's sex and age band. (CC BY 4.0) Ma, Y., Al Mamun, A., Masukujjaman, M., & Ja'afar, R. (2025). Modeling the significance of unified theory of acceptance and use of technology in predicting the intention and usage of eCNY. Financial Innovation, 11(1). | link |
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| ma_2024_ecny_use | Actual use of the digital renminbi (eCNY), 5 items (AeCNY1-AeCNY5) on a 1-7 agreement scale, from 809 adults in China's eCNY pilot communities. One of nine constructs in a UTAUT survey of eCNY adoption; covariates are the respondent's sex and age band. (CC BY 4.0) Ma, Y., Al Mamun, A., Masukujjaman, M., & Ja'afar, R. (2025). Modeling the significance of unified theory of acceptance and use of technology in predicting the intention and usage of eCNY. Financial Innovation, 11(1). | link |
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| ma_2024_effort_expectancy | Effort expectancy for the digital renminbi (eCNY), 5 items (EE1-EE5) on a 1-7 agreement scale, from 809 adults in China's eCNY pilot communities. One of nine constructs in a UTAUT survey of eCNY adoption; covariates are the respondent's sex and age band. (CC BY 4.0) Ma, Y., Al Mamun, A., Masukujjaman, M., & Ja'afar, R. (2025). Modeling the significance of unified theory of acceptance and use of technology in predicting the intention and usage of eCNY. Financial Innovation, 11(1). | link |
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| ma_2024_facilitating_conditions | Facilitating conditions for using the digital renminbi (eCNY), 5 items (FC1-FC5) on a 1-7 agreement scale, from 809 adults in China's eCNY pilot communities. One of nine constructs in a UTAUT survey of eCNY adoption; covariates are the respondent's sex and age band. (CC BY 4.0) Ma, Y., Al Mamun, A., Masukujjaman, M., & Ja'afar, R. (2025). Modeling the significance of unified theory of acceptance and use of technology in predicting the intention and usage of eCNY. Financial Innovation, 11(1). | link |
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| ma_2024_government_policy | Perceived government policy on the digital renminbi (eCNY), 5 items (PG1-PG5) on a 1-7 agreement scale, from 809 adults in China's eCNY pilot communities. One of nine constructs in a UTAUT survey of eCNY adoption; covariates are the respondent's sex and age band. (CC BY 4.0) Ma, Y., Al Mamun, A., Masukujjaman, M., & Ja'afar, R. (2025). Modeling the significance of unified theory of acceptance and use of technology in predicting the intention and usage of eCNY. Financial Innovation, 11(1). | link |
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| ma_2024_performance_expectancy | Performance expectancy for the digital renminbi (eCNY), 5 items (PE1-PE5) on a 1-7 agreement scale, from 809 adults in China's eCNY pilot communities. One of nine constructs in a UTAUT survey of eCNY adoption; covariates are the respondent's sex and age band. (CC BY 4.0) Ma, Y., Al Mamun, A., Masukujjaman, M., & Ja'afar, R. (2025). Modeling the significance of unified theory of acceptance and use of technology in predicting the intention and usage of eCNY. Financial Innovation, 11(1). | link |
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| ma_2024_privacy_risk | Perceived privacy risk of the digital renminbi (eCNY), 5 items (PP1-PP5) on a 1-7 agreement scale, from 809 adults in China's eCNY pilot communities. One of nine constructs in a UTAUT survey of eCNY adoption; covariates are the respondent's sex and age band. (CC BY 4.0) Ma, Y., Al Mamun, A., Masukujjaman, M., & Ja'afar, R. (2025). Modeling the significance of unified theory of acceptance and use of technology in predicting the intention and usage of eCNY. Financial Innovation, 11(1). | link |
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| ma_2024_security_risk | Perceived security risk of the digital renminbi (eCNY), 5 items (PS1-PS5) on a 1-7 agreement scale, from 809 adults in China's eCNY pilot communities. One of nine constructs in a UTAUT survey of eCNY adoption; covariates are the respondent's sex and age band. (CC BY 4.0) Ma, Y., Al Mamun, A., Masukujjaman, M., & Ja'afar, R. (2025). Modeling the significance of unified theory of acceptance and use of technology in predicting the intention and usage of eCNY. Financial Innovation, 11(1). | link |
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| ma_2024_social_influence | Social influence on using the digital renminbi (eCNY), 5 items (SI1-SI5) on a 1-7 agreement scale, from 809 adults in China's eCNY pilot communities. One of nine constructs in a UTAUT survey of eCNY adoption; covariates are the respondent's sex and age band. (CC BY 4.0) Ma, Y., Al Mamun, A., Masukujjaman, M., & Ja'afar, R. (2025). Modeling the significance of unified theory of acceptance and use of technology in predicting the intention and usage of eCNY. Financial Innovation, 11(1). | link |
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| ma_2025_absorptive_capability | Supply-chain resilience: absorptive capability, 3 items, 1-5. 359 respondents to a Chinese healthcare supply-chain survey. No covariates. (CC BY 4.0) Ma J-Y (2025). Digital Intelligence and Decision Optimization in Healthcare Supply Chain Management. figshare. https://doi.org/10.6084/m9.figshare.29235896.v1 | link |
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| ma_2025_decision_optimization | Strategic decision optimization, 5 items, 1-5. 359 respondents to a Chinese healthcare supply-chain survey. No covariates. (CC BY 4.0) Ma J-Y (2025). Digital Intelligence and Decision Optimization in Healthcare Supply Chain Management. figshare. https://doi.org/10.6084/m9.figshare.29235896.v1 | link |
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| ma_2025_digital_intelligence | Digital intelligence, 5 items, 1-5. 359 respondents to a Chinese healthcare supply-chain survey. No covariates. (CC BY 4.0) Ma J-Y (2025). Digital Intelligence and Decision Optimization in Healthcare Supply Chain Management. figshare. https://doi.org/10.6084/m9.figshare.29235896.v1 | link |
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| ma_2025_innovation_capability | Innovation capability, 5 items, 1-5. 359 respondents to a Chinese healthcare supply-chain survey. No covariates. (CC BY 4.0) Ma J-Y (2025). Digital Intelligence and Decision Optimization in Healthcare Supply Chain Management. figshare. https://doi.org/10.6084/m9.figshare.29235896.v1 | link |
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| ma_2025_response_capability | Supply-chain resilience: response capability, 3 items, 1-5. 359 respondents to a Chinese healthcare supply-chain survey. No covariates. (CC BY 4.0) Ma J-Y (2025). Digital Intelligence and Decision Optimization in Healthcare Supply Chain Management. figshare. https://doi.org/10.6084/m9.figshare.29235896.v1 | link |
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| ma_2025_restorative_capability | Supply-chain resilience: restorative capability, 3 items, 1-5. 359 respondents to a Chinese healthcare supply-chain survey. No covariates. (CC BY 4.0) Ma J-Y (2025). Digital Intelligence and Decision Optimization in Healthcare Supply Chain Management. figshare. https://doi.org/10.6084/m9.figshare.29235896.v1 | link |
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| ma_2026_psec | Perceived social-emotional competence at work, 5 items (1-7); N = 569 senior-high-school teachers in western China; cov_gender, cov_teach_years, cov_school_location, cov_school_type, cov_title, cov_head_teacher. (CC0 1.0) Ma, S. (2026). Replication Data for: Social-Emotional Competence and Teacher Well-Being in Western China: Identity as a Mediating Mechanism and Urban-Rural Invariance. Harvard Dataverse. https://doi.org/10.7910/DVN/KXNKRI | link |
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| ma_2026_towb | Teacher occupational well-being, 12 items (1-7); N = 569 senior-high-school teachers in western China; cov_* as for ma_2026_psec. (CC0 1.0) Ma, S. (2026). Replication Data for: Social-Emotional Competence and Teacher Well-Being in Western China: Identity as a Mediating Mechanism and Urban-Rural Invariance. Harvard Dataverse. https://doi.org/10.7910/DVN/KXNKRI | link |
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| ma_2026_tpi | Teacher professional identity, 13 items (1-7); N = 569 senior-high-school teachers in western China; cov_* as for ma_2026_psec. (CC0 1.0) Ma, S. (2026). Replication Data for: Social-Emotional Competence and Teacher Well-Being in Western China: Identity as a Mediating Mechanism and Urban-Rural Invariance. Harvard Dataverse. https://doi.org/10.7910/DVN/KXNKRI | link |
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| machado_2020_cat_separation | Cat separation-related problem-behavior checklist, 7 items (id = cat, not owner) (CC BY 4.0) Machado, D. S., Oliveira, P. M. B., Machado, J. C., Ceballos, M. C., & Sant'Anna, A. C. (2020). Identification of separation-related problems in domestic cats: A questionnaire survey. PLOS ONE. https://doi.org/10.1371/journal.pone.0230999 | link |
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| machivallianism_test_main | 20-question MACH-IV scale (CC BY 4.0) Christie, R., & Geis, F. L. (1970). Studies in machiavellianism. Academic Press. | link |
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| machivallianism_test_tipi | Ten Item Personality Inventory (CC BY 4.0) Christie, R., & Geis, F. L. (1970). Studies in machiavellianism. Academic Press. | link |
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| machivallianism_test_vcl | Vocabulary Check List (VCL) (CC BY 4.0) Christie, R., & Geis, F. L. (1970). Studies in machiavellianism. Academic Press. | link |
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| mader_2024_eu_military_costs conjoint · source = "conj" |
Respondents in 25 EU countries (n = 36,452 with an answer of 40,500) read about an EU military intervention in a crisis to which zero or one cost clauses were added (soldiers at risk; national or pooled-budget financing; 2 x 3 factorial) and gave their support (0-1). (CC0 1.0) Mader, M., Neubert, M., Münchow, F., Hofmann, S. C., Schoen, H., & Gavras, K. (2024). Crumbling in the face of cost? How cost considerations affect public support for European security and defence cooperation. European Union Politics, 25(3), 483-503. | link |
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| mader_2024_eu_procurement_costs conjoint · source = "conj" |
Respondents in 25 EU countries (n = 36,422 with an answer of 40,500) read about joint European defence procurement of aircraft to which zero or one cost clauses were added (job cuts; national or pooled-budget financing; 2 x 3 factorial) and gave their support (0-1). (CC0 1.0) Mader, M., Neubert, M., Münchow, F., Hofmann, S. C., Schoen, H., & Gavras, K. (2024). Crumbling in the face of cost? How cost considerations affect public support for European security and defence cooperation. European Union Politics, 25(3), 483-503. | link |
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| madrid_2022_religious_candidates conjoint · source = "conj" |
US MTurk respondents (n = 508) chose between two hypothetical candidates for Congress in each of 10 tasks; candidates varied in party, ideology, occupation, race, religion and sex. (CC0 1.0) Madrid, R., Merolla, J. L., Yanez Ruiz, A., & Schroedel, J. R. (2022). The relevance of religion for political office: Voter bias toward candidates from different religious backgrounds. Political Behavior, 44, 981-1001. | link |
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| maes_2020_ospaq | Occupational Sitting and Physical Activity Questionnaire (OSPAQ), 4 items asking the percentage of work time spent sitting, standing, walking and on heavy physical tasks; 385 Belgian office workers. (CC BY 4.0) Maes I, Ketels M, Van Dyck D, Clays E. 2020. The occupational sitting and physical activity questionnaire (OSPAQ): a validation study with accelerometer-assessed measures in Belgian office workers. BMC Public Health 20:1072. | link |
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| maghbouleh_2022_mena_classification conjoint · source = "conj" |
1,077 US respondents (MENA samples from Prolific and Lucid and a non-Hispanic White Prolific sample, 2021) each classified 10 fictitious people (5 side-by-side pairs) with randomized name, religion, home language, occupation, skin colour (hand image) and ancestry into one of six racial categories; stored as six 0/1 indicators. (CC0 1.0) Maghbouleh, N., Schachter, A., & Flores, R. D. (2022). Middle Eastern and North African Americans may not be perceived, nor perceive themselves, to be White. Proceedings of the National Academy of Sciences, 119(7), e2117940119. | link |
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| magiccats_ozono_2020 | Magic Curiosity Arousing Tricks (MagicCATs): A novel stimulus collection to induce epistemic emotions (CC BY 4.0) Haffey, A., Murayama, K., Ozono, H., Lau, J. K. L., & Meliss, S. (2025, September 12). Magic CATs (Curiosity Arousing Tricks) videos. Retrieved from osf.io/ad6uc | link |
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| magistro_2024_automation_fairness conjoint · source = "conj" |
Cint quota-sample adults in Australia, Canada, the UK and the US (March 2022; n=5,126 with usable answers in the conjoint arm) each rated four single scenarios of a manufacturing firm automating, which varied the product and its price change, high- and low-skilled job counts and wages; outcomes are perceived fairness and whether they would decide the same as CEO (both 1-5). (CC0 1.0) Magistro, B., Loewen, P., Bonikowski, B., Borwein, S., & Lee-Whiting, B. (2024). Attitudes toward automation and the demand for policies addressing job loss: The effects of information about trade-offs. Political Science Research and Methods, 12(4), 783-798. | link |
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| magni_2021_lgbt_candidates_nz conjoint · source = "conj" |
Online respondents in New Zealand (Cint, fall 2018; 1,285 respondents) chose between six pairs of hypothetical candidates of their preferred party, varying sexual orientation, gender (incl. transgender), race, religion, age, health, education and political experience, and rated each candidate 1-7. (CC0 1.0) Magni, G., & Reynolds, A. (2021). Voter preferences and the political underrepresentation of minority groups: Lesbian, gay, and transgender candidates in advanced democracies. Journal of Politics, 83(4), 1199-1215. | link |
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| magni_2021_lgbt_candidates_uk conjoint · source = "conj" |
Online respondents in the United Kingdom (Cint, fall 2018; 1,120 respondents) chose between five pairs of hypothetical candidates of their preferred party, varying sexual orientation, gender (incl. transgender), race, religion, age, health, education and political experience, and rated each candidate 1-7. (CC0 1.0) Magni, G., & Reynolds, A. (2021). Voter preferences and the political underrepresentation of minority groups: Lesbian, gay, and transgender candidates in advanced democracies. Journal of Politics, 83(4), 1199-1215. | link |
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| magni_2021_lgbt_candidates_us conjoint · source = "conj" |
Online respondents in the United States (Cint, fall 2018; 1,827 respondents) chose between five pairs of hypothetical candidates of their preferred party, varying sexual orientation, gender (incl. transgender), race, religion, age, health, education and political experience, and rated each candidate 1-7. (CC0 1.0) Magni, G., & Reynolds, A. (2021). Voter preferences and the political underrepresentation of minority groups: Lesbian, gay, and transgender candidates in advanced democracies. Journal of Politics, 83(4), 1199-1215. | link |
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| magnus-format-study1_2022 | The psychometric effects of filter questions on self-reported symptom frequencies (CC BY 4.0) Magnus, Brooke E. “Does Response Format Matter? the Psychometric Effects of Filter Questions on Self-reported Symptom Frequencies.” OSF, 24 June 2022. Web. | link |
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| magnus-format-study2_2022 | The psychometric effects of filter questions on self-reported symptom frequencies (CC BY 4.0) Magnus, Brooke E. “Does Response Format Matter? the Psychometric Effects of Filter Questions on Self-reported Symptom Frequencies.” OSF, 24 June 2022. Web. | link |
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| magnus_2025_vaccine_readiness | Vaccination readiness, 9 statements (trust in vaccines, collective responsibility, two further items), 1 disagree completely - 4 agree completely; items 4, 6, 8 deposited already reverse-coded. 2,191 German adults. Covariates: age group, education, party preference, survey weight. (CC BY 4.0) Magnus KD, Dammann N, Ludecke D (2025) Vaccination readiness and political party preference in Germany: Trust, collective responsibility, and the populist radical right. PLoS ONE 20(7): e0328045. https://doi.org/10.1371/journal.pone.0328045 | link |
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| mahajan_2023_college_choice_factors | Importance of twelve factors in choosing an engineering college: proximity, location and locality, image and reputation, faculty profile, alumni profile, campus placements, quality of engineering education, infrastructure, the safety/security/hygiene environment, curriculum delivery, value for money, and sustainability. 516 first-year engineering students aged 17-19 at colleges in North Maharashtra, India, who chose their college in January 2021; surveyed by email and WhatsApp in February 2021 (4,300 contacts, 12% response). 5-point; the article says only that 1 is the 'minimum value' and 5 the 'maximum value' and gives no verbal anchors, so the direction ships as deposited and is recorded as weakly stated rather than asserted. No missing cells. EIGHT COVARIATES SHIP AS THE DEPOSIT'S OWN LABELS rather than codes, which removes the pinning problem entirely: gender, social class (India's BC / OBC / General reserved-category classifications), native place (District / Taluka / Village), pre-college performance (DC / FC / SC), major (Computer / Non Compu), curriculum delivery mode (Online / Onsite / Semi.Mode), who influenced the choice, and which information channel informed it. The article does not define BC/OBC/General or DC/FC/SC, so those ship as the deposit's abbreviations. (CC BY 4.0) Mahajan P, Patil V (2023). 'College choice' under the COVID-19 pandemic: Sustainability of engineering campuses for future enrollments. PLOS ONE 18(9): e0291876. | link |
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| maharani_2025_ecommerce_uiux | A 27-item TAM-based questionnaire on a 1-6 agreement scale about e-commerce UI and UX design, user satisfaction, conversion rate, average order value and customer lifetime value, from 201 Indonesian respondents. (CC BY 4.0) Maharani, S. Y., Asalla, L. K., & Lesmana, T. (2025). Questionnaire and Responses Supporting: A Study on UI/UX and E-Commerce Profitability [Dataset]. Zenodo. | link |
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| mahlalela_2024_reed_dance_wetlands conjoint · source = "conj" |
Discrete choice experiment on supporting the Eswatini reed dance: 444 households in Eswatini chose among the status quo and two programmes described by wetland conservation, informal education hours, tourist numbers and an annual household payment (three payment-vehicle split samples); 12 cards each, choice, no opt-out. (CC BY 4.0) Mahlalela, L. S. (2024). Stakeholder preferences for ecosystem services provided by wetlands in Eswatini [Doctoral thesis, University of Pretoria]. Data: Mahlalela, L., Jourdain, D., Mungatana, E., & Hedemark Lundhede, T. (2024). Q-methodology and stated preferences data of stakeholder preferences for ecosystem services. University of Pretoria. | link |
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| maier_2026_supranational_de conjoint · source = "conj" |
Germany respondents rated and chose between two hypothetical supranational governance arrangements (world parliament or European Parliament, other actors involved, role of nation states, financing). 1,027 respondents, 6 paired tasks, forced choice plus a 1-7 rating of each profile. (CC BY 4.0) Maier, F. (2026). Supranational governance preferences [Data set]. figshare. | link |
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| maier_2026_supranational_pl conjoint · source = "conj" |
Poland respondents rated and chose between two hypothetical supranational governance arrangements (world parliament or European Parliament, other actors involved, role of nation states, financing). 1,051 respondents, 6 paired tasks, forced choice plus a 1-7 rating of each profile. (CC BY 4.0) Maier, F. (2026). Supranational governance preferences [Data set]. figshare. | link |
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| mailangkay_2026_ai_health_acceptance | Extended Technology Acceptance Model for AI-based healthcare applications: 50 items on one 1-6 agreement scale (perceived ease of use, perceived usefulness, attitude, behavioural intention, actual use, trust, perceived risk, trust in technology, facilitating conditions, subjective norms) answered by 200 Indonesian students, 2026. (CC BY 4.0) Mailangkay, A., & Krisastianto, G. A. W. (2026). Student Acceptance of Artificial Intelligence-Based Healthcare Applications: An Extended Technology Acceptance Model Approach dataset [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.22084963 | link |
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| mairean_2023_cmq | Conspiracy mentality, 5 items (1-5); N = 196 Romanian young adults; cov_gender, cov_age, cov_education. (CC BY 4.0) Mairean, C. (2023). It's All Just A Lie. I Know It! COVID-19 Conspiracy Beliefs and COVID-19 Anxiety Versus the War in Ukraine: The Role of Dogmatism [data]. Zenodo. https://doi.org/10.5281/zenodo.7946176 | link |
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| mairean_2023_covid_anxiety | COVID-19 anxiety, 5 items (1 deloc - 5 almost every day); N = 196 Romanian young adults; cov_gender, cov_age, cov_education. (CC BY 4.0) Mairean, C. (2023). It's All Just A Lie. I Know It! COVID-19 Conspiracy Beliefs and COVID-19 Anxiety Versus the War in Ukraine: The Role of Dogmatism [data]. Zenodo. https://doi.org/10.5281/zenodo.7946176 | link |
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| mairean_2023_covid_conspiracy | Endorsement of six COVID-19 conspiracy statements (0/1); N = 196 Romanian young adults; cov_gender, cov_age, cov_education. (CC BY 4.0) Mairean, C. (2023). It's All Just A Lie. I Know It! COVID-19 Conspiracy Beliefs and COVID-19 Anxiety Versus the War in Ukraine: The Role of Dogmatism [data]. Zenodo. https://doi.org/10.5281/zenodo.7946176 | link |
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| mairean_2023_ctq | Childhood Trauma Questionnaire-Short Form clinical items (25 items, 1-5) for 261 Romanian adults (age 17-63). (CC BY 4.0) Mairean, C. (2023). Childhood trauma and psychological well-being. The mediating role of psychological flexibility [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7668169 | link |
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| mairean_2023_dogmatism | Dogmatism, 23 items (1-5); N = 196 Romanian young adults; cov_gender, cov_age, cov_education. (CC BY 4.0) Mairean, C. (2023). It's All Just A Lie. I Know It! COVID-19 Conspiracy Beliefs and COVID-19 Anxiety Versus the War in Ukraine: The Role of Dogmatism [data]. Zenodo. https://doi.org/10.5281/zenodo.7946176 | link |
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| mairean_2023_ius12 | Intolerance of Uncertainty Scale short form, 12 items (1-5); N = 196 Romanian young adults; cov_gender, cov_age, cov_education. (CC BY 4.0) Mairean, C. (2023). It's All Just A Lie. I Know It! COVID-19 Conspiracy Beliefs and COVID-19 Anxiety Versus the War in Ukraine: The Role of Dogmatism [data]. Zenodo. https://doi.org/10.5281/zenodo.7946176 | link |
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| mairean_2023_life_events | Life-events checklist (10 yes/no items) for 261 Romanian adults (age 17-63). (CC BY 4.0) Mairean, C. (2023). Childhood trauma and psychological well-being. The mediating role of psychological flexibility [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7668169 | link |
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| mairean_2023_mpfi | Multidimensional Psychological Flexibility Inventory, flexibility items (30 items, 1-6) for 261 Romanian adults (age 17-63). (CC BY 4.0) Mairean, C. (2023). Childhood trauma and psychological well-being. The mediating role of psychological flexibility [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7668169 | link |
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| mairean_2023_pwb_ptcq | Psychological Well-Being Post-Traumatic Changes Questionnaire (18 items, 1 much less now .. 5 much more now) for 261 Romanian adults (age 17-63). (CC BY 4.0) Mairean, C. (2023). Childhood trauma and psychological well-being. The mediating role of psychological flexibility [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7668169 | link |
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| mairean_2023_scs_sf | Self-Compassion Scale-Short Form (12 items, 1-5) for 261 Romanian adults (age 17-63). (CC BY 4.0) Mairean, C. (2023). Childhood trauma and psychological well-being. The mediating role of psychological flexibility [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7668169 | link |
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| mairean_2023_ukraine_anxiety | Anxiety about the war in Ukraine, 5 items (1-5 frequency anchors); N = 196 Romanian young adults; cov_gender, cov_age, cov_education. (CC BY 4.0) Mairean, C. (2023). It's All Just A Lie. I Know It! COVID-19 Conspiracy Beliefs and COVID-19 Anxiety Versus the War in Ukraine: The Role of Dogmatism [data]. Zenodo. https://doi.org/10.5281/zenodo.7946176 | link |
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| mairean_2023_ukraine_conspiracy | Endorsement of five conspiracy statements about the war in Ukraine (0/1); N = 196 Romanian young adults; cov_gender, cov_age, cov_education. (CC BY 4.0) Mairean, C. (2023). It's All Just A Lie. I Know It! COVID-19 Conspiracy Beliefs and COVID-19 Anxiety Versus the War in Ukraine: The Role of Dogmatism [data]. Zenodo. https://doi.org/10.5281/zenodo.7946176 | link |
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| mairean_2023c_proqol | Professional Quality of Life Scale (ProQOL), 30 items 1-5, 372 Romanian emergency-medicine staff; identified from the deposit's own compassion-satisfaction, STS and burnout subscale scores. Item text not shipped: no stems in the file, and the ProQOL wording is the publisher's. (CC BY 4.0) Mairean, C. (2023). Quality of life among Romanian Emergency Medicine Personnel [Dataset]. Zenodo. | link |
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| mairean_2023c_threat_covid | Three COVID-19 threat items (safety, health, economic), 1-5, 372 Romanian emergency-medicine staff. Item text not shipped: the variable labels are one-word Romanian topic tags, not stems. (CC BY 4.0) Mairean, C. (2023). Quality of life among Romanian Emergency Medicine Personnel [Dataset]. Zenodo. | link |
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| mairean_2023c_threat_geopolitic | Four geopolitical-threat items, 1-5, 372 Romanian emergency-medicine staff. Item text not shipped: one-word Romanian topic tags only. (CC BY 4.0) Mairean, C. (2023). Quality of life among Romanian Emergency Medicine Personnel [Dataset]. Zenodo. | link |
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| mairean_2024_css12 | Cyberchondria Severity Scale short form (CSS-12, 12 items, 1-5) for 405 Romanian young adults aged 18-38. (CC BY 4.0) Macovei, M., & Măirean, C. (2025). Health anxiety and death anxiety: The role of cyberchondria and social aspirations. Journal of Health Psychology, 31(4), 1575-1589. https://doi.org/10.1177/13591053251341191 | link |
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| mairean_2024_das | Templer Death Anxiety Scale (DAS, 15 true/false items coded 1/2), administered twice (wave 1-2) to 405 Romanian young adults aged 18-38. (CC BY 4.0) Macovei, M., & Măirean, C. (2025). Health anxiety and death anxiety: The role of cyberchondria and social aspirations. Journal of Health Psychology, 31(4), 1575-1589. https://doi.org/10.1177/13591053251341191 | link |
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| mairean_2024_hscm | Motivation for a high social class (3 items, 7-point) for 405 Romanian young adults aged 18-38. (CC BY 4.0) Macovei, M., & Măirean, C. (2025). Health anxiety and death anxiety: The role of cyberchondria and social aspirations. Journal of Health Psychology, 31(4), 1575-1589. https://doi.org/10.1177/13591053251341191 | link |
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| mairean_2024_panas | Positive and Negative Affect Schedule (PANAS, 20 items, 1-5), administered twice (wave 1-2) to 405 Romanian young adults aged 18-38. (CC BY 4.0) Macovei, M., & Măirean, C. (2025). Health anxiety and death anxiety: The role of cyberchondria and social aspirations. Journal of Health Psychology, 31(4), 1575-1589. https://doi.org/10.1177/13591053251341191 | link |
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| mairean_2024_shai | Short Health Anxiety Inventory (SHAI, 18 items, four statements per item coded 1-4) for 405 Romanian young adults aged 18-38. (CC BY 4.0) Macovei, M., & Măirean, C. (2025). Health anxiety and death anxiety: The role of cyberchondria and social aspirations. Journal of Health Psychology, 31(4), 1575-1589. https://doi.org/10.1177/13591053251341191 | link |
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| mairean_2024b_aadl | Thirteen advanced-activities-of-daily-living items, 1-3, 362 Romanian adults. Item text not shipped: no stems at either label level. (CC BY 4.0) Mairean, C. (2024). Can time heal anything? Exposure to traumatic events, time perspective and quality of life [Dataset]. Zenodo. | link |
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| mairean_2024b_aarc | Ten awareness-of-age-related-change items, 1-5, 362 Romanian adults. Item text not shipped: no stems at either label level. (CC BY 4.0) Mairean, C. (2024). Can time heal anything? Exposure to traumatic events, time perspective and quality of life [Dataset]. Zenodo. | link |
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| mairean_2024b_art | Twenty-one ART items, 1-7, 362 Romanian adults. Item text not shipped: no stems at either label level. (CC BY 4.0) Mairean, C. (2024). Can time heal anything? Exposure to traumatic events, time perspective and quality of life [Dataset]. Zenodo. | link |
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| mairean_2024b_das | Fifteen DAS items, 1-5, 362 Romanian adults. Item text not shipped: no stems at either label level. (CC BY 4.0) Mairean, C. (2024). Can time heal anything? Exposure to traumatic events, time perspective and quality of life [Dataset]. Zenodo. | link |
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| mairean_2024b_lec | Life Events Checklist, 34 binary items -- seventeen events asked twice, for direct and indirect exposure -- 362 Romanian adults. Item text not shipped: no stems at either label level. (CC BY 4.0) Mairean, C. (2024). Can time heal anything? Exposure to traumatic events, time perspective and quality of life [Dataset]. Zenodo. | link |
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| mairean_2024c_bce | Benevolent Childhood Experiences, ten binary items, 368 Romanian adults. Item text not shipped: no variable labels. (CC BY 4.0) Nistoreanu-Neculau, B., Mairean, C., & Gavrilovici, O. (2024). The relation between deviation from the balanced time perspective and manifestations of borderline personality [Dataset]. Zenodo. | link |
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| mairean_2024c_des | Dissociative Experiences Scale, 28 items 0-10, 368 Romanian adults. Item text not shipped: no variable labels in the deposit. (CC BY 4.0) Nistoreanu-Neculau, B., Mairean, C., & Gavrilovici, O. (2024). The relation between deviation from the balanced time perspective and manifestations of borderline personality [Dataset]. Zenodo. | link |
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| mairean_2024c_ices | Invalidating Childhood Environment Scale, 28 items 1-5 -- fourteen items asked about the mother (_M) and the father (_T) in one sitting, so the suffix is a target and not a wave -- 368 Romanian adults. Item text not shipped: no variable labels. (CC BY 4.0) Nistoreanu-Neculau, B., Mairean, C., & Gavrilovici, O. (2024). The relation between deviation from the balanced time perspective and manifestations of borderline personality [Dataset]. Zenodo. | link |
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| majeed_2024_luxury_purchase | Luxury-purchase-intention battery, online consumers, 31 items, N=267 (CC BY 4.0) Majeed, M. U., et al. (2024). Determining online consumer's luxury purchase intention: The influence of antecedent factors and the moderating role of brand awareness, perceived risk, and web atmospherics. PLOS ONE. | link |
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| makai_2023_entrepreneurial_transdanubia | Entrepreneurial-intention/university-support battery, university students, 38 items, N=144 (CC BY 4.0) Makai, A. L., et al. (2023). Perceived university support and environment as a factor of entrepreneurial intention: Evidence from Western Transdanubia Region. PLOS ONE. | link |
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| makkiyah_2023_eq | Emotional intelligence (WLEIS, Indonesian), 16 items, 1-5; N = 211 Indonesian medical students; cov_sex, cov_age, cov_semester, cov_gpa. (CC BY 4.0) Makkiyah, F. A. (2023). Not just motivation, but also self-regulated learning affected the academic achievement of Indonesian medical students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8406719 | link |
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| makkiyah_2023_gse | General Self-Efficacy Scale (Indonesian), 10 items, 1-4; N = 211 Indonesian medical students; cov_sex, cov_age, cov_semester, cov_gpa. (CC BY 4.0) Makkiyah, F. A. (2023). Not just motivation, but also self-regulated learning affected the academic achievement of Indonesian medical students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8406719 | link |
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| makkiyah_2023_motivation | Learning motivation (MSLQ motivation items, Indonesian), 18 items, 1-5; N = 211 Indonesian medical students; cov_sex, cov_age, cov_semester, cov_gpa. (CC BY 4.0) Makkiyah, F. A. (2023). Not just motivation, but also self-regulated learning affected the academic achievement of Indonesian medical students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8406719 | link |
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| makkiyah_2023_srl | Self-regulated learning (MSLQ learning-strategies items, Indonesian), 50 items, 1-5; N = 211 Indonesian medical students; cov_sex, cov_age, cov_semester, cov_gpa. (CC BY 4.0) Makkiyah, F. A. (2023). Not just motivation, but also self-regulated learning affected the academic achievement of Indonesian medical students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8406719 | link |
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| makovi_2021_environmental_concern | Environmental Concern Scale, 8 questions as printed in the survey block, all 4-point (concern / willingness / danger 1-4; agree items Strongly disagree=1 - Strongly agree=4). US MTurk workers (CloudResearch-approved, TurkPrime-classified liberal or conservative), first data collection of a value-framing experiment. N=1582. (CC BY 4.0) Makovi K, Kasak-Gliboff H (2021). The effects of ideological value framing and symbolic racism on pro-environmental behavior. Scientific Reports, 11, 22189. https://doi.org/10.1038/s41598-021-00329-z | link |
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| makovi_2021_environmental_risk | Perceived environmental risk to White Americans, Black Americans, poor Americans and oneself, 4 items, Strongly disagree=1 - Strongly agree=4. US MTurk workers (CloudResearch-approved, TurkPrime-classified liberal or conservative), first data collection of a value-framing experiment. N=1582. (CC BY 4.0) Makovi K, Kasak-Gliboff H (2021). The effects of ideological value framing and symbolic racism on pro-environmental behavior. Scientific Reports, 11, 22189. https://doi.org/10.1038/s41598-021-00329-z | link |
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| makovi_2021_symbolic_racism | Symbolic Racism Scale, 11 items as administered; agree items 1 (Strongly disagree)-5 (Strongly agree), item 4 1-4 (Not at all - Very responsible), items 6, 7, 11 1-5 on their own printed anchors. US MTurk workers (CloudResearch-approved, TurkPrime-classified liberal or conservative), first data collection of a value-framing experiment. N=1582. (CC BY 4.0) Makovi K, Kasak-Gliboff H (2021). The effects of ideological value framing and symbolic racism on pro-environmental behavior. Scientific Reports, 11, 22189. https://doi.org/10.1038/s41598-021-00329-z | link |
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| makowska_2023_pdts | Digital Transformation Stress Scale (6 items, the paper's focal instrument), Polish workplace sample, N=558 (CC BY 4.0) Makowska-Tłomak E, Bedyńska S, Skorupska K, Nielek R, Kornacka M, Kopeć W (2023). Measuring digital transformation stress at the workplace-Development and validation of the digital transformation stress scale. PLOS ONE, 18(10), e0287223. https://doi.org/10.1371/journal.pone.0287223 | link |
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| makowska_2023_pss4 | Perceived Stress Scale short form (4 items), Polish workplace sample, N=558 (CC BY 4.0) Makowska-Tłomak E, Bedyńska S, Skorupska K, Nielek R, Kornacka M, Kopeć W (2023). Measuring digital transformation stress at the workplace-Development and validation of the digital transformation stress scale. PLOS ONE, 18(10), e0287223. https://doi.org/10.1371/journal.pone.0287223 | link |
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| makransky_2016_mcq_correct | Multiple-choice knowledge test, correct/incorrect scoring (10 items), pre/post virtual lab-simulation training, N=189 (CC BY 4.0) Makransky G, Thisgaard MW, Gadegaard H (2016). Virtual Simulations as Preparation for Lab Exercises: Assessing Learning of Key Laboratory Skills in Microbiology and Improvement of Essential Non-Cognitive Skills. PLOS ONE, 11(6), e0155895. https://doi.org/10.1371/journal.pone.0155895 | link |
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| makransky_2016_motivation | Motivation scale (5 items), pre/post virtual lab-simulation training, N=189 (CC BY 4.0) Makransky G, Thisgaard MW, Gadegaard H (2016). Virtual Simulations as Preparation for Lab Exercises: Assessing Learning of Key Laboratory Skills in Microbiology and Improvement of Essential Non-Cognitive Skills. PLOS ONE, 11(6), e0155895. https://doi.org/10.1371/journal.pone.0155895 | link |
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| makransky_2016_self_efficacy | Self-efficacy scale (8 items), pre/post virtual lab-simulation training, N=189 (CC BY 4.0) Makransky G, Thisgaard MW, Gadegaard H (2016). Virtual Simulations as Preparation for Lab Exercises: Assessing Learning of Key Laboratory Skills in Microbiology and Improvement of Essential Non-Cognitive Skills. PLOS ONE, 11(6), e0155895. https://doi.org/10.1371/journal.pone.0155895 | link |
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| makri_2026_mathtext_relevance competitions · source = "comp" |
Comparative judgement of the relevance of mathematics text sections (parity and periodicity of real functions) to a question: 1,948 decisions by 78 undergraduate judges over 126 section codes, in six sessions with one question each (3 conceptual, 3 procedural). agent_a = section chosen as more relevant; rater = judge; session, question, question_type. (CC BY-NC 4.0) Makri, D., & Jones, I. (2026). Investigating Questions Driven Reading of Mathematics Data Sets. Loughborough University. Dataset. | link |
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| malesky_2020_vietnam_na_2016 conjoint · source = "conj" |
Vietnamese adults in the 2016 PAPI national face-to-face survey (n=12,893) chose which of two hypothetical National Assembly candidates they would vote for; candidates varied in age, gender, home province (respondent's own or Hanoi), nomination route, Communist Party membership, career and policy priority. (CC0 1.0) Malesky, E., & Schuler, P. (2020). Single-party incumbency advantage in Vietnam: A conjoint survey analysis of public electoral support. Journal of East Asian Studies, 20(1), 25-52. | link |
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| malhotra_2008_katrina_blame rankings · source = "rank" |
Survey ranking question: full 1-7 ranking of officials most to blame for Hurricane Katrina, in a four-arm cue experiment (cov_treat: 0 names only, 1 office cue, 2 party cue, 3 both). 372 respondents, 7 ranked items, 7 rank positions used, 2554 rows. One row per respondent x marked position; item = a candidate code c01.. in alphabetical order of the printed names (names not stored), resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Malhotra, N. & Kuo, A. G. 2008. 'Attributing Blame: The Public's Response to Hurricane Katrina.' The Journal of Politics 70(1). Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| malhotra_2017_immigrant_skill conjoint · source = "conj" |
US adults (Morning Consult, n=12,052, weighted) each judged one hypothetical immigrant whose country (Mexico, India, Canada), skill (farm laborer with no formal education vs doctor with a graduate-equivalent degree) and the presence of a sentence on how prevalent such immigrants are were randomized; a binary admit question plus three ordinal admission ratings. (CC0 1.0) Malhotra, N., & Newman, B. (2017). Explaining immigration preferences: Disentangling skill and prevalence. Research & Politics, 4(4). | link |
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| malik_2018_individual_motivation | 22-item Individual/intrinsic motivation subscale (5-point Likert, 1-5), from a physician motivation tool validated on N=360 physicians in Lahore, Pakistan. (CC BY 4.0) Malik A, Yamamoto S, Haque A, Butt N, Baig M, Sauerborn R (2018) Developing and assessing a tool to measure motivation among physicians in Lahore, Pakistan. PLoS ONE. | link |
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| malik_2018_organizational_motivation | 36-item Organizational/workplace motivation subscale (5-point Likert, 1-5), from a physician motivation tool validated on N=360 physicians in Lahore, Pakistan. (CC BY 4.0) Malik A, Yamamoto S, Haque A, Butt N, Baig M, Sauerborn R (2018) Developing and assessing a tool to measure motivation among physicians in Lahore, Pakistan. PLoS ONE. | link |
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| malik_2018_social_motivation | 15-item Social/co-worker and interpersonal motivation subscale (5-point Likert, 1-5), from a physician motivation tool validated on N=360 physicians in Lahore, Pakistan. (CC BY 4.0) Malik A, Yamamoto S, Haque A, Butt N, Baig M, Sauerborn R (2018) Developing and assessing a tool to measure motivation among physicians in Lahore, Pakistan. PLoS ONE. | link |
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| malik_2025_afghan_refugees conjoint · source = "conj" |
Pakistani citizens in the 15 largest Afghan-refugee-hosting districts (face-to-face, Gallup Pakistan, 2024; n = 2,786 who answered at least one round) chose which of two unregistered Afghan refugee profiles they would prefer to stay in Pakistan, over 3 rounds. Attributes: ethnicity, gender, household-head occupation, years in Pakistan. (CC0 1.0) Malik, M., Siddiqui, N., & Zhou, Y.-Y. (2025). How does coethnicity with refugees shape their reception? Evidence from Afghan refugees in Pakistan. SocArXiv. Forthcoming in The Journal of Politics. | link |
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| malinowska_2021_saq_nurses | 36-item Polish adaptation of the Safety Attitudes Questionnaire (SAQ, 1-6 Likert) plus 5 supervisor-focused parallel items, from a survey of nurses in 21 Polish hospitals (CC BY 4.0) Malinowska-Lipień I, Micek A, Gabryś T, Kózka M, Gajda K, Gniadek A, et al. (2021) Nurses and physicians attitudes towards factors related to hospitalized patient safety. PLoS ONE. | link |
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| malinowska_2021_saq_physicians | 36-item Polish adaptation of the Safety Attitudes Questionnaire (SAQ, 1-6 Likert) plus 5 supervisor-focused parallel items, from a survey of physicians in 21 Polish hospitals (CC BY 4.0) Malinowska-Lipień I, Micek A, Gabryś T, Kózka M, Gajda K, Gniadek A, et al. (2021) Nurses and physicians attitudes towards factors related to hospitalized patient safety. PLoS ONE. | link |
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| mancone_2024_ravlt_intrusion | Rey Auditory Verbal Learning Test, 5-trial raw intrusion-error counts, video-game-immersion/task-interference multitasking study (n=160), Italy (CC BY 4.0) Mancone S, Tosti B, Corrado S, Diotaiuti P (2024). Effects of video game immersion and task interference on cognitive performance: a study on immediate and delayed recall and recognition accuracy. PeerJ. | link |
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| mancone_2024_ravlt_recall | Rey Auditory Verbal Learning Test, 5-trial raw correct-recall counts (0-15 words), video-game-immersion/task-interference multitasking study (n=160), Italy (CC BY 4.0) Mancone S, Tosti B, Corrado S, Diotaiuti P (2024). Effects of video game immersion and task interference on cognitive performance: a study on immediate and delayed recall and recognition accuracy. PeerJ. | link |
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| mandrik_2019_breast_screening conjoint · source = "conj" |
Discrete choice experiment on breast cancer screening programmes: 427 Belarusian women aged 50-69 chose between two screening programmes described by ten attributes (invitation, appointment, information, combining visits, travel and waiting time, doctor familiarity, modality, sensitivity, cost) or neither; 18 tasks each, choice with opt-out. (CC BY 4.0) Mandrik, O., Yaumenenka, A., Herrero, R., & Jonker, M. F. (2019). Population preferences for breast cancer screening policies: Discrete choice experiment in Belarus. PLOS ONE, 14(11), e0224667. | link |
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| manekin_2019_disputed_territory conjoint · source = "conj" |
Israeli (Jewish) online respondents (n = 1,345) chose between two policy packages varying West Bank territorial control, rocket and terror attacks, the economy and the security/health/education budgets (one task), and rated each package 1-7. (CC0 1.0) Manekin, D. S., Grossman, G., & Mitts, T. (2019). Contested ground: Disentangling material and symbolic attachment to disputed territory. Political Science Research and Methods, 7(4), 679-697. | link |
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| manger_2025_analytic_rigor | Analytic-rigor rubric scores, 7 criteria, 0-3, for 105 intelligence products written on a Netherlands Ministry of Defence analysis course; id is the product. Covariates: analyst gender, year, individual or group product, difficulty. (CC BY-NC-SA 4.0) Manger G, van der Weide S (2025). The Effect of Analytical Rigor on Accuracy of Intelligence Forecasts. Journal of European and American Intelligence Studies 8(2). Data: Supplemental materials, DataverseNL, https://doi.org/10.34894/JLKINY | link |
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| manolika_2021_dirty_dozen | Dirty Dozen dark-triad measure, 12 items, 1-5. 386 respondents x 12 items = 4632 responses. (CC0 1.0) Manolika, M. (2021). The Big Five and Beyond: Which Personality Traits Do Predict Movie and Reading Preferences? [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/23NDKX | link |
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| manolika_2021_mini_ipip | Mini-IPIP 20-item Big Five inventory, 1-5. 386 respondents x 20 items = 7720 responses. (CC0 1.0) Manolika, M. (2021). The Big Five and Beyond: Which Personality Traits Do Predict Movie and Reading Preferences? [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/23NDKX | link |
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| manolika_2021_movie_preferences | Liking ratings for 21 film genres, 1-5. 386 respondents x 21 items = 8081 responses. (CC0 1.0) Manolika, M. (2021). The Big Five and Beyond: Which Personality Traits Do Predict Movie and Reading Preferences? [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/23NDKX | link |
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| manolika_2021_reading_preferences | Liking ratings for 27 book genres, 1-5. 386 respondents x 27 items = 10378 responses. (CC0 1.0) Manolika, M. (2021). The Big Five and Beyond: Which Personality Traits Do Predict Movie and Reading Preferences? [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/23NDKX | link |
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| manson_2022_hexaco100_emo | HEXACO-100 Emotionality, 16 items (fearfulness, anxiety, dependence, sentimentality; 29, 35, 41, 59, 77, 89, 95 reverse-keyed, not reversed), 5-point scale, higher = more agreement. Three undergraduate samples (Oklahoma State n = 368, UT Austin n = 340, Arizona State n = 305; cov_study). Sample 4's reverse-keyed items were deposited already reversed and are restored to raw answers. Covariates: female, age, grip strength (kg), chest strength (sample 3). (CC0 1.0) Manson JH, Chua KJ, Rodriguez NN, Barlev M, Durkee PK, Lukaszewski AW (2022). Sex differences in fearful personality traits are mediated by physical strength. Social Psychological and Personality Science 14:763-771. | link |
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| manson_2022_ipip_hexaco_emo | IPIP-HEXACO Emotionality, 40 items (anxiety, emotional dependence, fearfulness, sentimentality; items 6-10 of anxiety, fearfulness and sentimentality negatively keyed, not reversed), 7-point scale, higher = more agreement. Two UC Santa Barbara undergraduate samples (n = 175, 209; cov_study). Covariates: female, age (sample 1), grip and chest strength (kg). (CC0 1.0) Manson JH, Chua KJ, Rodriguez NN, Barlev M, Durkee PK, Lukaszewski AW (2022). Sex differences in fearful personality traits are mediated by physical strength. Social Psychological and Personality Science 14:763-771. | link |
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| manylabs1_klein_2014_art_attitude | Many Labs 1: six explicit attitude-toward-art semantic-differential items (coded 2-7 in the source, offset by one from the math items; kept as coded); 6,339 participants at 36 sites. cluster_id = site. 37,901 rows. (CC0 1.0) Klein, R. A., Ratliff, K. A., Vianello, M., Adams, R. B., Bahník, Š., Bernstein, M. J., ... & Nosek, B. A. (2014). Investigating variation in replicability: A "Many Labs" replication project. Social Psychology, 45(3), 142-152. | link |
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| manylabs1_klein_2014_flagdv | Many Labs 1: eight conservatism items (1-7, scored so higher = more conservative) rated after a flag-priming manipulation; 6,341 participants at 36 sites. treat = 1 flag prime, 0 no prime (92 rows with an unlabelled third code have treat NA); cluster_id = site. 50,377 rows. (CC0 1.0) Klein, R. A., Ratliff, K. A., Vianello, M., Adams, R. B., Bahník, Š., Bernstein, M. J., ... & Nosek, B. A. (2014). Investigating variation in replicability: A "Many Labs" replication project. Social Psychology, 45(3), 142-152. | link |
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| manylabs1_klein_2014_imagined_contact | Many Labs 1: four intentions-to-interact-with-Muslims items (1-9) after an imagined-contact manipulation; 6,336 participants at 36 sites. treat = 1 imagined contact, 0 control; cluster_id = site. 25,309 rows. (CC0 1.0) Klein, R. A., Ratliff, K. A., Vianello, M., Adams, R. B., Bahník, Š., Bernstein, M. J., ... & Nosek, B. A. (2014). Investigating variation in replicability: A "Many Labs" replication project. Social Psychology, 45(3), 142-152. | link |
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| manylabs1_klein_2014_math_attitude | Many Labs 1: six explicit attitude-toward-math semantic-differential items (coded 1-6 in the source, good to bad), the companion to the math/art IAT; 6,341 participants at 36 sites. cluster_id = site. 37,884 rows. (CC0 1.0) Klein, R. A., Ratliff, K. A., Vianello, M., Adams, R. B., Bahník, Š., Bernstein, M. J., ... & Nosek, B. A. (2014). Investigating variation in replicability: A "Many Labs" replication project. Social Psychology, 45(3), 142-152. | link |
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| manylabs1_klein_2014_sysjust | Many Labs 1: eight system-justification items (1-7) rated after a currency-priming manipulation; 6,337 participants at 36 sites. treat = 1 currency prime, 0 control; cluster_id = site. 50,540 rows. (CC0 1.0) Klein, R. A., Ratliff, K. A., Vianello, M., Adams, R. B., Bahník, Š., Bernstein, M. J., ... & Nosek, B. A. (2014). Investigating variation in replicability: A "Many Labs" replication project. Social Psychology, 45(3), 142-152. | link |
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| manylabs2_klein_2018_alter | Many Labs 2 (slate 1): six syllogisms scored 0/1 against the codebook key, the Alter et al. 2007 fluency replication; 7,172 participants. treat = 1 difficult-to-read font, 0 easy; cluster_id = sample, cov_country. 42,684 rows. (CC0 1.0) Klein, R. A., Vianello, M., Hasselman, F., Adams, B. G., Adams, R. B., Alper, S., ... & Nosek, B. A. (2018). Many Labs 2: Investigating variation in replicability across samples and settings. Advances in Methods and Practices in Psychological Science, 1(4), 443-490. | link |
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| manylabs2_klein_2018_bauer | Many Labs 2 (slate 1): five water-crisis response items (1-7: responsible, obligated, trust, partners, others should use less), the Bauer et al. 2012 replication; 6,634 participants. treat = 1 consumer framing, 0 individual framing; cluster_id = sample, cov_country. 33,047 rows. (CC0 1.0) Klein, R. A., Vianello, M., Hasselman, F., Adams, B. G., Adams, R. B., Alper, S., ... & Nosek, B. A. (2018). Many Labs 2: Investigating variation in replicability across samples and settings. Advances in Methods and Practices in Psychological Science, 1(4), 443-490. | link |
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| manylabs2_klein_2018_giessner | Many Labs 2 (slate 2): five leader-power ratings (1-7: dominant, strong, self-confident, control, status), the Giessner & Schubert 2007 replication; 7,969 participants in 61 samples. treat = 1 long organisational-chart line, 0 short; cluster_id = sample, cov_country. 39,710 rows. (CC0 1.0) Klein, R. A., Vianello, M., Hasselman, F., Adams, B. G., Adams, R. B., Alper, S., ... & Nosek, B. A. (2018). Many Labs 2: Investigating variation in replicability across samples and settings. Advances in Methods and Practices in Psychological Science, 1(4), 443-490. | link |
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| manylabs2_klein_2018_mfq | Many Labs 2 (slate 1): the 15 Moral Foundations Questionnaire relevance items (1-6) from the Graham et al. 2009 replication; 7,227 participants in 64 samples. cluster_id = sample, cov_country. 107,970 rows. (CC0 1.0) Klein, R. A., Vianello, M., Hasselman, F., Adams, B. G., Adams, R. B., Alper, S., ... & Nosek, B. A. (2018). Many Labs 2: Investigating variation in replicability across samples and settings. Advances in Methods and Practices in Psychological Science, 1(4), 443-490. | link |
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| manylabs2_klein_2018_panas | Many Labs 2 (slate 1): PANAS, 20 items (1-5; positive items 1,4,5,8,9,12,14,17,18,19), the Anderson et al. 2012 replication; 7,237 participants in 64 samples. treat = 1 high-status condition, 0 low; cluster_id = sample, cov_country. 144,156 rows. (CC0 1.0) Klein, R. A., Vianello, M., Hasselman, F., Adams, B. G., Adams, R. B., Alper, S., ... & Nosek, B. A. (2018). Many Labs 2: Investigating variation in replicability across samples and settings. Advances in Methods and Practices in Psychological Science, 1(4), 443-490. | link |
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| manylabs2_klein_2018_swls | Many Labs 2 (slate 1): Satisfaction With Life Scale, 5 items (1-7), the Anderson et al. 2012 sociometric-status replication; 7,235 participants in 64 samples. treat = 1 high-status condition, 0 low; cluster_id = sample, cov_country. 36,106 rows. (CC0 1.0) Klein, R. A., Vianello, M., Hasselman, F., Adams, B. G., Adams, R. B., Alper, S., ... & Nosek, B. A. (2018). Many Labs 2: Investigating variation in replicability across samples and settings. Advances in Methods and Practices in Psychological Science, 1(4), 443-490. | link |
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| manylabs2_klein_2018_tipi | Many Labs 2: Ten-Item Personality Inventory (1-7) given to every participant in both slates; 15,197 participants in 125 samples. cluster_id = sample (Source.Global), cov_country. Ids are prefixed s1_/s2_ by slate. 151,234 rows. (CC0 1.0) Klein, R. A., Vianello, M., Hasselman, F., Adams, B. G., Adams, R. B., Alper, S., ... & Nosek, B. A. (2018). Many Labs 2: Investigating variation in replicability across samples and settings. Advances in Methods and Practices in Psychological Science, 1(4), 443-490. | link |
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| manylabs2_klein_2018_zhong | Many Labs 2 (slate 2): desirability of ten consumer products (1-7), the Zhong & Liljenquist 2006 replication; 7,725 participants in 61 samples. treat = 1 unethical-deed recall, 0 ethical; cluster_id = sample, cov_country. 76,831 rows. (CC0 1.0) Klein, R. A., Vianello, M., Hasselman, F., Adams, B. G., Adams, R. B., Alper, S., ... & Nosek, B. A. (2018). Many Labs 2: Investigating variation in replicability across samples and settings. Advances in Methods and Practices in Psychological Science, 1(4), 443-490. | link |
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| manylabs3_ebersole_2016_elm | Many Labs 3: five persuasion ratings of a message (1-9), the elaboration-likelihood replication; 2,452 participants. treat = 1 strong arguments, 0 weak; cluster_id = site. 12,229 rows. (CC BY 4.0) Ebersole, C. R., Atherton, O. E., Belanger, A. L., Skulborstad, H. M., Allen, J. M., Banks, J. B., ... & Nosek, B. A. (2016). Many Labs 3: Evaluating participant pool quality across the academic semester via replication. Journal of Experimental Social Psychology, 67, 68-82. | link |
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| manylabs3_ebersole_2016_intrinsic | Many Labs 3: 15 Work Preference Inventory intrinsic-motivation items (1-4); 3,200 participants at 21 sites. cluster_id = site. 47,926 rows. (CC BY 4.0) Ebersole, C. R., Atherton, O. E., Belanger, A. L., Skulborstad, H. M., Allen, J. M., Banks, J. B., ... & Nosek, B. A. (2016). Many Labs 3: Evaluating participant pool quality across the academic semester via replication. Journal of Experimental Social Psychology, 67, 68-82. | link |
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| manylabs3_ebersole_2016_nfc | Many Labs 3: six Need for Cognition items (1-5); 3,202 participants at 21 sites. cluster_id = site. 19,180 rows. (CC BY 4.0) Ebersole, C. R., Atherton, O. E., Belanger, A. L., Skulborstad, H. M., Allen, J. M., Banks, J. B., ... & Nosek, B. A. (2016). Many Labs 3: Evaluating participant pool quality across the academic semester via replication. Journal of Experimental Social Psychology, 67, 68-82. | link |
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| manylabs3_ebersole_2016_sexism_most | Many Labs 3: five Monin & Miller sexism statements worded about 'most women' (1 = agree, 2 = disagree, as coded); 1,636 participants. cluster_id = site. The 'some women' wording is a separate table. 8,161 rows. (CC BY 4.0) Ebersole, C. R., Atherton, O. E., Belanger, A. L., Skulborstad, H. M., Allen, J. M., Banks, J. B., ... & Nosek, B. A. (2016). Many Labs 3: Evaluating participant pool quality across the academic semester via replication. Journal of Experimental Social Psychology, 67, 68-82. | link |
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| manylabs3_ebersole_2016_sexism_some | Many Labs 3: five Monin & Miller sexism statements worded about 'some women' (1 = agree, 2 = disagree, as coded); 1,680 participants. cluster_id = site. 8,377 rows. (CC BY 4.0) Ebersole, C. R., Atherton, O. E., Belanger, A. L., Skulborstad, H. M., Allen, J. M., Banks, J. B., ... & Nosek, B. A. (2016). Many Labs 3: Evaluating participant pool quality across the academic semester via replication. Journal of Experimental Social Psychology, 67, 68-82. | link |
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| manylabs3_ebersole_2016_stress | Many Labs 3: Perceived Stress Scale, 4 items (1-5, as coded); 3,213 participants at 21 sites. cluster_id = site. 12,836 rows. (CC BY 4.0) Ebersole, C. R., Atherton, O. E., Belanger, A. L., Skulborstad, H. M., Allen, J. M., Banks, J. B., ... & Nosek, B. A. (2016). Many Labs 3: Evaluating participant pool quality across the academic semester via replication. Journal of Experimental Social Psychology, 67, 68-82. | link |
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| manylabs3_ebersole_2016_tipi | Many Labs 3: Ten-Item Personality Inventory (1-7); 3,212 participants at 20 university pools and MTurk. cluster_id = site. 32,106 rows. (CC BY 4.0) Ebersole, C. R., Atherton, O. E., Belanger, A. L., Skulborstad, H. M., Allen, J. M., Banks, J. B., ... & Nosek, B. A. (2016). Many Labs 3: Evaluating participant pool quality across the academic semester via replication. Journal of Experimental Social Psychology, 67, 68-82. | link |
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| manylabs4_klein_2022_essay | Many Labs 4: ratings of a pro-US and an anti-US essay and author, five items each (1-9), the mortality-salience dependent measure; 2,239 participants at 21 lab sources. treat = 1 mortality salience, 0 control; cluster_id = source; cov_expert. Site entry errors outside 1-9 stored as missing. 22,118 rows. (CC0 1.0) Klein, R. A., Cook, C. L., Ebersole, C. R., Vitiello, C., Nosek, B. A., Hilgard, J., ... & Ratliff, K. A. (2022). Many Labs 4: Failure to replicate mortality salience effect with and without original author involvement. Collabra: Psychology, 8(1), 35271. | link |
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| manylabs4_klein_2022_panasx | Many Labs 4: PANAS-X, 60 adjective items (1-5) after a mortality-salience or television-control writing task; 1,535 participants at 21 lab sources. treat = 1 mortality salience, 0 control; cluster_id = source; cov_expert = expert-designed protocol. 60,697 rows. (CC0 1.0) Klein, R. A., Cook, C. L., Ebersole, C. R., Vitiello, C., Nosek, B. A., Hilgard, J., ... & Ratliff, K. A. (2022). Many Labs 4: Failure to replicate mortality salience effect with and without original author involvement. Collabra: Psychology, 8(1), 35271. | link |
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| manysmiles_coles_2022_body_awareness | Many Smiles Collaboration: 18 body-awareness items (1-7, Not at all true of me to Very true of me) collected as an individual-difference moderator; 4,069 participants in 27 labs. cluster_id = lab; cov_condition, cov_image. 73,161 rows. (CC0 1.0) Coles, N. A., March, D. S., Marmolejo-Ramos, F., Larsen, J. T., Arinze, N. C., Ndukaihe, I. L. G., ... & Liuzza, M. T. (2022). A multi-lab test of the facial feedback hypothesis by the Many Smiles Collaboration. Nature Human Behaviour, 6(12), 1731-1742. | link |
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| manysmiles_coles_2022_emotion | Many Smiles Collaboration: nine self-reported emotion items (1-7) answered after each of four trials (first filler, neutral pose, happy pose, last filler; trial_pose); 4,267 participants in 27 labs. cov_condition = facial-feedback method (pen task, directed action, mimicry), cov_image = positive images present; cluster_id = lab. 150,588 rows. (CC0 1.0) Coles, N. A., March, D. S., Marmolejo-Ramos, F., Larsen, J. T., Arinze, N. C., Ndukaihe, I. L. G., ... & Liuzza, M. T. (2022). A multi-lab test of the facial feedback hypothesis by the Many Smiles Collaboration. Nature Human Behaviour, 6(12), 1731-1742. | link |
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| maraz_2015_dmi | Dance Motivation Inventory item pool (51 items; the published 24-item DMI is drawn from it), Hungarian. RESPONSE SCALE RUNS BACKWARDS: 1 very characteristic of me .. 5 not characteristic of me. 447 Hungarian recreational Latin and ballroom dancers, online. Covariates: gender, age, education. (CC BY 4.0) Maraz A, Király O, Urbán R, Griffiths MD, Demetrovics Z (2015). Why do you dance? Development of the Dance Motivation Inventory (DMI). PLOS ONE 10(3): e0122866. | link |
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| marble_2025_run_for_office conjoint · source = "conj" |
US state and local officials and staff (CivicPulse elite survey, Feb-Apr 2017, n = 745) rated 3 pairs of hypothetical state-legislative election scenarios varying salary, fundraising required, and the opponent's experience, advertising and ideology; outcomes are interest in running (1-5) and perceived chance of winning (1-5). (CC0 1.0) Marble, W., Lee, N., & Bram, C. (2025). Stepping up the political ladder: How the burden of fundraising limits candidate entry. Political Behavior. | link |
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| marcussonclavertz_2019_velten | Velten Mood Induction Procedure statements (80 items, rated 1-very unhappy to 9-very happy), online validation, N=106 (CC BY 4.0) Marcusson-Clavertz D, Kjell ONE, Persson SD, Cardeña E (2019). Online validation of combined mood induction procedures. PLOS ONE, 14(1), e0217848. https://doi.org/10.1371/journal.pone.0217848 | link |
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| maredia_2020_bean_seed_choice conjoint · source = "conj" |
Bean farmers in north-western Nicaragua (2017 field days, n = 229) made 12 incentivized choices between two 1-lb bags of bean seed, identified only by the symbol of the blind field plot they came from (circle, square, triangle) and priced C$14-34, or neither; one choice was enforced. (CC0 1.0) Maredia, M. K., Posey, S., Reyes, B., Shupp, R., et al. (2020). Farmer willingness to pay for quality bean seeds: Data, tools and methods used in the field experiments conducted in Nicaragua, 2017 [Data set]. Harvard Dataverse. | link |
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| mares_2020_lesser_evil conjoint · source = "conj" |
502 Romanian eligible voters (non-probability sample in 30 localities, 2016, before the local elections) each chose between 5 pairs of hypothetical mayoral candidates described by 7 attributes: gender, incumbency, corruption investigation, vote buying, threats to non-supporters, policy pledges and income. Outcome: vote choice, with a neither option. (CC0 1.0) Mares, I., & Visconti, G. (2020). Voting for the lesser evil: Evidence from a conjoint experiment in Romania. Political Science Research and Methods, 8(2), 315-328. | link |
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| margalit_2022_stock_flow conjoint · source = "conj" |
US Lucid quota sample (Feb 2019, n = 2,247) rated 4 pairs of immigrant profiles (a Hainmueller & Hopkins 2015 replication) on a 1-7 admit/allow-to-stay scale, under one of three randomized framings: visa applicants abroad (flows), resident aliens renewing visas (stocks), or stocks with refusal framed as deportation. (CC0 1.0) Margalit, Y., & Solodoch, O. (2022). Against the flow: Differentiating between public opposition to the immigration stock and flow. British Journal of Political Science, 52(3), 1055-1075. | link |
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| margaretto_2025_translation_study_1_generalknowledge | General knowledge test from Study 1 responses (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| margaretto_2025_translation_study_1_lextale | Yes/no responses on the Lextale-Esp vocabulary decision task for Study 1 participants (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| margaretto_2025_translation_study_1_readingcomprehension | Responses to Spanish reading comprehension test in Study 1 (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| margaretto_2025_translation_study_1_vocabulary_1 | Responses to the first StuVoc-Esp vocabulary subset (translation of English StuVoc-Eng1 items) from Study 1 (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| margaretto_2025_translation_study_1_vocabulary_2 | Responses to the second StuVoc-Esp vocabulary subset (translation of StuVoc-Eng2 items) from Study 1 (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| margaretto_2025_translation_study_1_vocabulary_3 | Responses to the third, easier StuVoc-Esp vocabulary subset (translation of StuVoc-Eng3 items) from Study 1 (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| margaretto_2025_translation_study_2_generalknowledge_1 | Study 2’s first general knowledge test responses (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| margaretto_2025_translation_study_2_generalknowledge_2 | Study 2’s second general knowledge test responses (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| margaretto_2025_translation_study_2_lextale | Yes/no responses to the Lextale-Esp vocabulary decision task in Study 2 (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| margaretto_2025_translation_study_2_readingcomprehension | Reading-comprehension responses from Study 2 (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| margaretto_2025_translation_study_2_vocabulary_full | Study 2’s combined StuVoc-Esp vocabulary test responses (CC BY 4.0) Bermúdez-Margaretto, B., Brysbaert, M. How efficient is translation in language testing? Deriving valid student vocabulary tests in Spanish (StuVoc1-Esp and StuVoc2-Esp) from established English tests. Behav Res 57, 183 (2025). https://doi.org/10.3758/s13428-025-02708-0 | link |
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| marian_2023_gad | GAD symptoms as an EMA, 8 items adapted from the GAD-Q-IV, 1 (never) to 4 (many times) since the last beep: excessive worry, difficulty controlling worry, restlessness, fatigue, concentration difficulties, irritability, muscle tension, sleep difficulty. 8,274 answered beeps. 145 Romanian psychology undergraduates (130 female), three beeps a day for 21 days, 2020-04 to 2020-05; wave is the scheduled occasion 1-63, shared by marian_2023_gad, marian_2023_phq9 and marian_2023_thoughts; date is the beep's start time (Unix seconds, UTC). cov_sex, cov_age, cov_education, cov_occupation, cov_residence (rural/urban origin), cov_marital. (CC BY 4.0) Marian, S., Costantini, G., Macsinga, I., & Sava, F. A. (2023). The Dynamic Interplay of Anxious and Depressive Symptoms in a Sample of Undergraduate Students. Journal of Psychopathology and Behavioral Assessment, 45, 150-159. | link |
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| marian_2023_phq9 | Depressive symptoms as an EMA, the 9 PHQ-9 items adapted, 1 (never) to 4 (many times) since the last beep. 8,257 answered beeps. 145 Romanian psychology undergraduates (130 female), three beeps a day for 21 days, 2020-04 to 2020-05; wave is the scheduled occasion 1-63, shared by marian_2023_gad, marian_2023_phq9 and marian_2023_thoughts; date is the beep's start time (Unix seconds, UTC). cov_sex, cov_age, cov_education, cov_occupation, cov_residence (rural/urban origin), cov_marital. (CC BY 4.0) Marian, S., Costantini, G., Macsinga, I., & Sava, F. A. (2023). The Dynamic Interplay of Anxious and Depressive Symptoms in a Sample of Undergraduate Students. Journal of Psychopathology and Behavioral Assessment, 45, 150-159. | link |
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| marian_2023_thoughts | Negative automatic thoughts as an EMA, 13 items (e.g. 'There's something wrong with me', 'Something awful is going to happen'), 1 (not at all) to 4 (most of the time); listed in the codebook, not analysed in the paper. 8,251 answered beeps. 145 Romanian psychology undergraduates (130 female), three beeps a day for 21 days, 2020-04 to 2020-05; wave is the scheduled occasion 1-63, shared by marian_2023_gad, marian_2023_phq9 and marian_2023_thoughts; date is the beep's start time (Unix seconds, UTC). cov_sex, cov_age, cov_education, cov_occupation, cov_residence (rural/urban origin), cov_marital. (CC BY 4.0) Marian, S., Costantini, G., Macsinga, I., & Sava, F. A. (2023). The Dynamic Interplay of Anxious and Depressive Symptoms in a Sample of Undergraduate Students. Journal of Psychopathology and Behavioral Assessment, 45, 150-159. | link |
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| markgraf_2024_credit_welfare conjoint · source = "conj" |
Adults in England (n=1,286) each made 6 forced choices between two policy packages varying mortgage and credit-card interest rates, social assistance, unemployment insurance duration and income tax. (CC0 1.0) Markgraf, J., & Rosas, G. (2024). Borrowing to self-insure? Credit access and support for welfare. The Journal of Politics, 86(2), 642-655. | link |
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| markova_2025_gaais | General Attitudes towards Artificial Intelligence Scale (GAAIS), 20 positively and negatively worded items on a 1-5 agreement scale, administered by omnibus CAPI survey to 1,006 members of the Bulgarian general population in 2025. (CC BY 4.0) Markova, E., & Yordanova, G. (2025). AI Literacy and Attitudes in Bulgaria 2025: Validation of the General Attitudes toward Artificial Intelligence Scale (GAAIS) and the Meta AI Literacy Scale (MAILS) [Dataset]. Zenodo. | link |
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| markova_2025_mails | Meta AI Literacy Scale (MAILS), 34 items on a 0-10 scale, administered by omnibus CAPI survey to 1,006 members of the Bulgarian general population in 2025. (CC BY 4.0) Markova, E., & Yordanova, G. (2025). AI Literacy and Attitudes in Bulgaria 2025: Validation of the General Attitudes toward Artificial Intelligence Scale (GAAIS) and the Meta AI Literacy Scale (MAILS) [Dataset]. Zenodo. | link |
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| marquessanchez_2023_kidmed | KIDMED Test of Adherence to the Mediterranean Diet items, Spanish adolescent friendship-network study (CC BY 4.0) Marques-Sanchez P, et al. (2023) Adolescent relational behaviour and the obesity pandemic: A study of the potential of social network analysis for health promotion in schools. PLOS ONE | link |
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| marquezpalacios_2026_bdi2 | BDI-II (Beck Depression Inventory-II) 21 items, 0-3 ordinal; N=508 Mexican university students (CC BY 4.0) Marquez-Palacios J.H., Tea Mejia A., Galvez Reyes R., Granados Udave G.J. (2026). Psychometric Properties of the BDI-II in Mexican University Students. OSF. | link |
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| marsalek_2026_ai_attitudes | Seven five-point attitude statements about artificial intelligence (fear, dumbing-down, positive future, support for understanding, homework help, inevitability in education, misinformation), answered by 572 Czech lower- and upper-secondary school students in an anonymous online survey run March-June 2026. (CC BY 4.0) Marsalek, R., Tepla, M., & Sumbera, J. (2026). Artificial Intelligence in the Classroom and Beyond: Usage Patterns, Attitudes, and Risks Among School Students [Dataset]. Zenodo. | link |
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| martin_2021_cesdr | CESD-R (Center for Epidemiologic Studies Depression Scale - Revised; 20 items, 1 not at all or less than 1 day to 5 nearly every day for 2 weeks). 1,505 US adults (753 dog owners, 752 non-owners open to owning a dog), online panel during the COVID-19 pandemic, 2020. Covariates: dog owner, age, gender, Census region, household size, marital status, education, employment, urbanicity, Hispanic origin, race, income, and for owners the number, age, ownership duration and assistance status of the dog. (CC BY 4.0) Martin F, Bachert KE, Snow L, Tu H-W, Belahbib J, Lyn SA (2021). Depression, anxiety, and happiness in dog owners and potential dog owners during the COVID-19 pandemic in the United States. PLOS ONE 16(12): e0260676. | link |
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| martin_2021_corruption conjoint · source = "conj" |
778 market vendors, motorcycle-taxi drivers and shopkeepers in 18 Ugandan towns, interviewed face to face, compared 4 pairs of hypothetical officials accused of embezzlement. Outcomes are which official they would rather see punished and a 1-5 rating of how serious each official's corruption was. (CC0 1.0) Martin, L. (2021). All sins are not created equal: The factors that drive perceptions of corruption severity. Journal of Experimental Political Science, 8(1), 15-25. | link |
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| martin_2021_covid_impact | Study-authored items: how negatively the COVID-19 pandemic affected the respondent's finances, emotions, health and lifestyle (4 items, 1 extremely negative effect to 5 no negative effect at all). 1,505 US adults (753 dog owners, 752 non-owners open to owning a dog), online panel during the COVID-19 pandemic, 2020. Covariates: dog owner, age, gender, Census region, household size, marital status, education, employment, urbanicity, Hispanic origin, race, income, and for owners the number, age, ownership duration and assistance status of the dog. (CC BY 4.0) Martin F, Bachert KE, Snow L, Tu H-W, Belahbib J, Lyn SA (2021). Depression, anxiety, and happiness in dog owners and potential dog owners during the COVID-19 pandemic in the United States. PLOS ONE 16(12): e0260676. | link |
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| martin_2021_gad7 | GAD-7 (7 items, 0 not at all to 3 nearly every day). 1,505 US adults (753 dog owners, 752 non-owners open to owning a dog), online panel during the COVID-19 pandemic, 2020. Covariates: dog owner, age, gender, Census region, household size, marital status, education, employment, urbanicity, Hispanic origin, race, income, and for owners the number, age, ownership duration and assistance status of the dog. (CC BY 4.0) Martin F, Bachert KE, Snow L, Tu H-W, Belahbib J, Lyn SA (2021). Depression, anxiety, and happiness in dog owners and potential dog owners during the COVID-19 pandemic in the United States. PLOS ONE 16(12): e0260676. | link |
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| martin_2021_minority_candidates conjoint · source = "conj" |
Paired candidate-vignette conjoint on ethnic-minority candidates in Britain: 7,903 British Election Study Internet Panel (wave 11, April-May 2017) respondents chose between two hypothetical local candidates varying party, ethnic background (white British/Pakistani/black Caribbean), gender, immigration stance, law-enforcement priority and route into politics; half were randomly offered a 'neither' option. (CC0 1.0) Martin, N. S., & Blinder, S. (2021). Biases at the ballot box: How multiple forms of voter discrimination impede the descriptive and substantive representation of ethnic minority groups. Political Behavior, 43(4), 1487-1510. | link |
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| martin_2021_mspss | Multidimensional Scale of Perceived Social Support (MSPSS; 12 items, 1 very strongly disagree to 7 very strongly agree). 1,505 US adults (753 dog owners, 752 non-owners open to owning a dog), online panel during the COVID-19 pandemic, 2020. Covariates: dog owner, age, gender, Census region, household size, marital status, education, employment, urbanicity, Hispanic origin, race, income, and for owners the number, age, ownership duration and assistance status of the dog. (CC BY 4.0) Martin F, Bachert KE, Snow L, Tu H-W, Belahbib J, Lyn SA (2021). Depression, anxiety, and happiness in dog owners and potential dog owners during the COVID-19 pandemic in the United States. PLOS ONE 16(12): e0260676. | link |
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| martin_2021_ohq | Oxford Happiness Questionnaire (Hills & Argyle 2002; 29 items, 1 strongly disagree to 6 strongly agree, negatively worded items NOT reversed). 1,505 US adults (753 dog owners, 752 non-owners open to owning a dog), online panel during the COVID-19 pandemic, 2020. Covariates: dog owner, age, gender, Census region, household size, marital status, education, employment, urbanicity, Hispanic origin, race, income, and for owners the number, age, ownership duration and assistance status of the dog. (CC BY 4.0) Martin F, Bachert KE, Snow L, Tu H-W, Belahbib J, Lyn SA (2021). Depression, anxiety, and happiness in dog owners and potential dog owners during the COVID-19 pandemic in the United States. PLOS ONE 16(12): e0260676. | link |
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| martin_2021_pet_attitude | Pet Attitude Scale (Templer et al. 1981; 18 items, 1 strongly disagree to 7 strongly agree, negatively worded items NOT reversed). 1,505 US adults (753 dog owners, 752 non-owners open to owning a dog), online panel during the COVID-19 pandemic, 2020. Covariates: dog owner, age, gender, Census region, household size, marital status, education, employment, urbanicity, Hispanic origin, race, income, and for owners the number, age, ownership duration and assistance status of the dog. (CC BY 4.0) Martin F, Bachert KE, Snow L, Tu H-W, Belahbib J, Lyn SA (2021). Depression, anxiety, and happiness in dog owners and potential dog owners during the COVID-19 pandemic in the United States. PLOS ONE 16(12): e0260676. | link |
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| martin_2021_pet_commitment | Miller-Rada Commitment to Pets Scale (10 items). CODES RUN BACKWARDS as deposited: 1 = strongly agree to 5 = strongly disagree (the survey's own value labels). 1,505 US adults (753 dog owners, 752 non-owners open to owning a dog), online panel during the COVID-19 pandemic, 2020. Covariates: dog owner, age, gender, Census region, household size, marital status, education, employment, urbanicity, Hispanic origin, race, income, and for owners the number, age, ownership duration and assistance status of the dog. (CC BY 4.0) Martin F, Bachert KE, Snow L, Tu H-W, Belahbib J, Lyn SA (2021). Depression, anxiety, and happiness in dog owners and potential dog owners during the COVID-19 pandemic in the United States. PLOS ONE 16(12): e0260676. | link |
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| martindelcampo_2020_aq | Buss-Perry Aggression Questionnaire (AQ, 29 items, 1-5; Mexican version) from 298 university students in Ciudad Juarez, Mexico (CC BY 4.0) Martin Del Campo-Rios, J., & Cruz-Torres, C. E. (2020). Contextual violence and its link to social aggression: a study of community violence in Juarez. PeerJ, 8, e9162. | link |
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| martindelcampo_2020_avs | Acceptance of Violence Scale (14 items, 1-4; 1 = strongly agree) from 298 university students in Ciudad Juarez, Mexico (CC BY 4.0) Martin Del Campo-Rios, J., & Cruz-Torres, C. E. (2020). Contextual violence and its link to social aggression: a study of community violence in Juarez. PeerJ, 8, e9162. | link |
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| martindelcampo_2020_cvcv | Contextual Victimization by Community Violence scale (CVCV, 34 items, 1-5) from 298 university students in Ciudad Juarez, Mexico (CC BY 4.0) Martin Del Campo-Rios, J., & Cruz-Torres, C. E. (2020). Contextual violence and its link to social aggression: a study of community violence in Juarez. PeerJ, 8, e9162. | link |
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| martindelcampo_2020_ptsd | Checklist for PTSD Traits (24 items, 1-4) from 298 university students in Ciudad Juarez, Mexico (CC BY 4.0) Martin Del Campo-Rios, J., & Cruz-Torres, C. E. (2020). Contextual violence and its link to social aggression: a study of community violence in Juarez. PeerJ, 8, e9162. | link |
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| martindelcampo_2020_tipi | Ten-Item Personality Inventory (TIPI, 1-7) from 298 university students in Ciudad Juarez, Mexico (CC BY 4.0) Martin Del Campo-Rios, J., & Cruz-Torres, C. E. (2020). Contextual violence and its link to social aggression: a study of community violence in Juarez. PeerJ, 8, e9162. | link |
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| martinet_2025_glyphosate_policy conjoint · source = "conj" |
Discrete choice experiment: 1,000 French adults chose among a glyphosate ban and two glyphosate taxes described by reduction of farmers' glyphosate use, weekly food basket price rise and use of the tax revenue; two cost-vector blocks (B3, B4); 6 forced choices each. (Etalab 2.0) Martinet, V., David, M., Mermet-Bijon, V., & Crastes dit Sourd, R. (2025). Cost vector effects in forced-choice discrete choice experiments: Assessing the acceptability of future glyphosate policies. Journal of Choice Modelling. | link |
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| martinez_2024_gonogo | Go/no-go control task from the same capuchin study, trial-level accuracy, 8 stimulus probes (reward/no-reward crossed with trial type). 712 responses from 10 subjects on 8 items. (CC BY 4.0) Martínez M, Babb MH, Range F, Brosnan SF (2024). The Joint Simon task is not joint for capuchin monkeys. Scientific Reports, 14, 5937. https://doi.org/10.1038/s41598-024-55885-x | link |
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| martinez_2024_joint_simon | Joint Simon task, capuchin monkeys, trial-level accuracy. Items are the stimulus probe (experimental condition crossed with trial type, 16 in all); compatibility travels as an item covariate because trial type determines it exactly. resp is the experiment program's own correctness scoring. 2,753 responses from 10 subjects on 16 items. (CC BY 4.0) Martínez M, Babb MH, Range F, Brosnan SF (2024). The Joint Simon task is not joint for capuchin monkeys. Scientific Reports, 14, 5937. https://doi.org/10.1038/s41598-024-55885-x | link |
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| martinez_2026_macvs | Mexican American Cultural Values Scale (MACVS), 50 items, 1 not at all .. 5 completely. 495 Hispanic/Latinx US college students (Mexican American and other heritage). Covariates: age, heritage country. (CC BY 4.0) Martinez A, Bautista A, Vázquez AL, et al. (2026). Mexican American Cultural Values Scale: Considerations for college students. PLOS ONE 21(9): e0354954. | link |
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| martinez_2026_pedq | Perceived Ethnic Discrimination Questionnaire (PEDQ), 17 items as deposited (the paper describes 18), 1 never happened .. 5 happened very often. 495 Hispanic/Latinx US college students (Mexican American and other heritage). Covariates: age, heritage country. (CC BY 4.0) Martinez A, Bautista A, Vázquez AL, et al. (2026). Mexican American Cultural Values Scale: Considerations for college students. PLOS ONE 21(9): e0354954. | link |
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| martinez_2026_sas | Short Acculturation Scale (SAS), 12 items, 1 only English .. 3 both equally .. 5 only Spanish. 495 Hispanic/Latinx US college students (Mexican American and other heritage). Covariates: age, heritage country. (CC BY 4.0) Martinez A, Bautista A, Vázquez AL, et al. (2026). Mexican American Cultural Values Scale: Considerations for college students. PLOS ONE 21(9): e0354954. | link |
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| martinez_lopez_2019_cobadi | 34 COBADI self-rated digital-competence items (1-4) in four blocks (q26 13 items, q27 12, q28 5, q29 4); N = 205 students of a Russian university; cov_gender, cov_age. (CC BY 4.0) Martinez-Lopez, R. (2019). Dataset of the type of the Internet use and web 2.0 digital competence of students in a Russian University [data]. Mendeley Data. https://doi.org/10.17632/x4r7hpn4cz | link |
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| martinezsoto_2024_spiritual_leadership | 26-item Spiritual Leadership-style scale (1-5 Likert) from a survey of Colombian Adventist school teachers (CC BY 4.0) Martínez-Soto L, Ontiveros Ramírez F, Toro Jaramillo ID, Moreno-Leyva NR (2024) Revisiting Louis Fry's spiritual leadership model in confessional school teachers using structural equation modeling (SEM). PLoS ONE. | link |
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| martineztomas_2026_pseudowords | Norms for 6,000 Spanish letter strings (4,800 pseudowords and 1,200 words): each stimulus (id) rated by Spanish-speaking adults (rater) on valence (1-9), arousal (1-9) and wordlikeness (1-7); the dimension is the item. 25-47 ratings per stimulus per dimension; 1,210 raters. cov_stimulus is the string, cov_stimulus_type the construction (a word; b root + suffix; c root + pseudo-suffix; d pseudo-root + suffix; e pseudo-root + pseudo-suffix), cov_set ties a word to its four pseudowords. (CC0 1.0) Martínez-Tomás, C., Guasch, M., Ferré, P., Lázaro, M., & Hinojosa, J. A. (2026). When the meaningless make sense: Wordlikeness and affective norms for 4,800 pseudowords and 1,200 Spanish words. Behavior Research Methods, 58(4), 103. | link |
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| martini_2021_good_politician conjoint · source = "conj" |
Candidate conjoint: 3,096 Italian adults in wave 2 (May-June 2019) of the Siena/GfK Italy probability panel each compared 2 pairs of hypothetical European Parliament candidates varying 8 traits (gender, job, communication style, social skills, integrity, competence, view of role, leadership) and chose which they would prefer to win a seat. (CC0 1.0) Martini, S., & Olmastroni, F. (2021). From the lab to the poll: The use of survey experiments in political research. Italian Political Science Review / Rivista Italiana di Scienza Politica, 51(2), 231-249. | link |
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| maruyama_2023_madagascar_math | Primary mathematics test, 44 items scored 0/1, at baseline (wave 1) and endline (wave 2). 8,455 students in 140 schools in Madagascar, impact evaluation of community-wide learning support; treat and cluster_id (school). Covariates: sex, age, grade, urban, repeated grade. (CC0 1.0) Maruyama, Takao; Kengo Igei (2023). Replication data for: Community-wide Support for Primary Students to Improve Foundational Literacy and Numeracy: Empirical Evidence from Madagascar [dataset]. Harvard Dataverse. | link |
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| mascherini_2021_meddiet | Med Diet Score food-frequency items (11 food groups, 0-5 weekly-consumption rating each), N=1383 Florentine university-affiliated adults, two waves (pre-COVID lockdown / during quarantine). (CC BY 4.0) Mascherini G, Catelan D, Pellegrini-Giampietro DE, Petri C, Scaletti C, Gulisano M (2021) Changes in physical activity levels, eating habits and psychological well-being during the Italian COVID-19 pandemic lockdown: Impact of socio-demographic factors on the Florentine academic population. PLOS ONE 16(5): e0252395. | link |
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| mashaal_2024_brief_cope | Brief COPE, 28 items, 1-4. 282 Jordanian nursing students, summer semester 2019/2020. Covariates: age, gender, academic year. (CC BY 4.0) Masha’al D, Rababa M, Hayajneh A, Shahrour G (2024) The mediating role of emotional intelligence on nursing students’ coping strategies and anxiety during the COVID-19 pandemic. PLoS ONE 19(4): e0300057. https://doi.org/10.1371/journal.pone.0300057 | link |
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| mashaal_2024_gad7 | GAD-7, 7 items, 0-3. 282 Jordanian nursing students, summer semester 2019/2020. Covariates: age, gender, academic year. (CC BY 4.0) Masha’al D, Rababa M, Hayajneh A, Shahrour G (2024) The mediating role of emotional intelligence on nursing students’ coping strategies and anxiety during the COVID-19 pandemic. PLoS ONE 19(4): e0300057. https://doi.org/10.1371/journal.pone.0300057 | link |
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| mashaal_2024_teique_sf | Trait Emotional Intelligence Questionnaire-Short Form, 30 items, 1-7, reverse-keyed items as answered. 282 Jordanian nursing students, summer semester 2019/2020. Covariates: age, gender, academic year. (CC BY 4.0) Masha’al D, Rababa M, Hayajneh A, Shahrour G (2024) The mediating role of emotional intelligence on nursing students’ coping strategies and anxiety during the COVID-19 pandemic. PLoS ONE 19(4): e0300057. https://doi.org/10.1371/journal.pone.0300057 | link |
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| mashat_2026_crisis_leadership | Crisis leadership, 24 items on a 1-5 agreement scale, 250 Saudi healthcare employees. (CC BY 4.0) Mashat, R. (2026). The impact of generative artificial intelligence on healthcare innovation: the mediation effect of job crafting and moderation effect of crisis leadership [dataset]. Zenodo. | link |
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| mashat_2026_genai_use | Generative-AI use at work, 19 items on a 1-5 agreement scale, 250 Saudi healthcare employees. (CC BY 4.0) Mashat, R. (2026). The impact of generative artificial intelligence on healthcare innovation: the mediation effect of job crafting and moderation effect of crisis leadership [dataset]. Zenodo. | link |
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| mashat_2026_innov_work_behaviour | Innovative work behaviour, 9 items on a 1-5 agreement scale, 250 Saudi healthcare employees. (CC BY 4.0) Mashat, R. (2026). The impact of generative artificial intelligence on healthcare innovation: the mediation effect of job crafting and moderation effect of crisis leadership [dataset]. Zenodo. | link |
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| mashat_2026_job_crafting | Job crafting, 21 items on a 1-5 agreement scale, 250 Saudi healthcare employees. (CC BY 4.0) Mashat, R. (2026). The impact of generative artificial intelligence on healthcare innovation: the mediation effect of job crafting and moderation effect of crisis leadership [dataset]. Zenodo. | link |
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| mastrothanasis_2026_sprs_s | Greek Standardized Patient Performance Rating Scale - Student Version (SPRS-S), 9 items: school students (aged 10-16) rate the simulated patient's role-play in drama-based first-aid training, 1 = strongly disagree ... 4 = strongly agree. 332 students (160 boys, 172 girls), Greece. Covariates: gender, class, instructor gender (codes; SPSS value labels in the source). (CC0 1.0) Mastrothanasis, K., et al. (2026). Drama-based simulations in first aid education: psychometric validation of the SPRS-S in school settings. Frontiers in Public Health. https://doi.org/10.3389/fpubh.2026.1710189 | link |
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| matarboumosleh_2017_gad2 | GAD-2 anxiety screener (2 items 0-3 scale) with demographic covariates, Lebanese university students N=417 (CC BY 4.0) Matar Boumosleh J, Jaalouk D (2017) Depression, anxiety, and smartphone addiction in university students- A cross sectional study. PLOS ONE. | link |
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| matarboumosleh_2017_phq2 | PHQ-2 depression screener (2 items 0-3 scale) with demographic covariates, Lebanese university students N=416 (CC BY 4.0) Matar Boumosleh J, Jaalouk D (2017) Depression, anxiety, and smartphone addiction in university students- A cross sectional study. PLOS ONE. | link |
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| matarboumosleh_2017_spai26 | Smartphone Addiction Inventory (SPAI, 26 items 4-pt Likert Strongly disagree-Strongly agree) with demographic covariates, Lebanese university students N=683 (CC BY 4.0) Matar Boumosleh J, Jaalouk D (2017) Depression, anxiety, and smartphone addiction in university students- A cross sectional study. PLOS ONE. | link |
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| mathisen_2026_satisfaction conjoint · source = "conj" |
Factorial vignette on satisfaction with government: 2,448 US adults (YouGov, May 2023) each rated three hypothetical countries whose government's responsiveness (political equality vs inequality) and economic and moral policy positions (very/somewhat liberal/conservative) were randomized; outcome is satisfaction with the government, 0-10. (CC0 1.0) Mathisen, R. (2026). Coincidental representation: How congruence and influence shape public satisfaction with government. Political Behavior. | link |
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| matosaslopez_2022_bars_teaching | Student evaluation of teaching on a 10-item behaviourally-anchored rating scale, 1-5; two deposits pooled with cov_teaching_mode (blended vs face-to-face). 23,239 responses from 2,324 respondents on 10 items. (CC BY 4.0) Matosas-Lopez, L. (2022). Datasets on student evaluations of a BARS questionnaire designed for blended-learning and face-to-face teaching [Data sets]. Zenodo. https://doi.org/10.5281/zenodo.15160903 and https://doi.org/10.5281/zenodo.15151307 | link |
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| matosaslopez_2022_bars_teaching_blended | Student evaluation of blended-learning teaching on a 10-item behaviourally-anchored rating scale (BARS), 1-5; LMS-centred behavioural anchors (Behav Sci 2022, Appendix A). 14,359 responses from 1,436 students on 10 items. (CC BY 4.0) Matosas-Lopez, L. (2022). Datasets on student evaluations of a BARS questionnaire designed for blended-learning and face-to-face teaching [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15160903 | link |
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| matosaslopez_2022_bars_teaching_inperson | Student evaluation of face-to-face teaching on a 10-item behaviourally-anchored rating scale (BARS), 1-5; classroom behavioural anchors (the 2019 JUTLP instrument). 8,880 responses from 888 students on 10 items. (CC BY 4.0) Matosas-Lopez, L. (2022). Datasets on student evaluations of a BARS questionnaire designed for blended-learning and face-to-face teaching [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15151307 | link |
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| matosaslopez_2024_questionnaire_quality | Three items rating the questionnaire itself (ambiguity, clarity, precision), 1-5. 6,669 responses from 2,223 respondents on 3 items. (CC BY 4.0) Matosas-Lopez, L. (2024). Dataset on the evaluation of teaching efficiency comparing Likert-type questionnaires vs BARS [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15151243 | link |
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| matosaslopez_2024_teacher_assessment | Ten items rating the teacher, 1-5; cov_questionnaire_type records the study's Likert vs BARS comparison. 22,230 responses from 2,223 respondents on 10 items. (CC BY 4.0) Matosas-Lopez, L. (2024). Dataset on the evaluation of teaching efficiency comparing Likert-type questionnaires vs BARS [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15151243 | link |
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| matranga_2019_hpv_knowledge | THinK questionnaire (16 items) on HPV/vaccination knowledge and attitudes in women recruited from an Ob/Gyn department and a university clinic in Sicily, Italy. N=220. (CC BY 4.0) Matranga D, Lumia C (2019). The vaccinaTion & Hpv Knowledge (THinK) questionnaire: a reliability and validity study on a sample of women living in Sicily (southern-Italy). PeerJ 7:e6254. | link |
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| matsaid_2022_abcdm_intention | ABCD-M intention to change exercise and dietary behaviour: 6 items, 1 = strongly disagree to 4 = strongly agree. Malay adults aged 18-66 attending government health clinics in Kelantan, Malaysia (Malay administration). N=179. (CC BY 4.0) Mat Said Z, Tengku Ismail TA, Abdul Hamid A, Sahathevan R, Abdul Aziz Z, Musa KI (2022). The Malay version of the attitudes and beliefs about cardiovascular disease (ABCD-M) risk questionnaire: a translation, reliability and validation study. BMC Public Health, 22, 1412. https://doi.org/10.1186/s12889-022-13811-8 | link |
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| matsaid_2022_abcdm_knowledge | ABCD-M (Malay Attitudes and Beliefs about Cardiovascular Disease risk questionnaire) knowledge of stroke risk and prevention: 8 true/false statements, scored 1 = correct, 0 = incorrect or don't know. Malay adults aged 18-66 attending government health clinics in Kelantan, Malaysia (Malay administration). N=179. (CC BY 4.0) Mat Said Z, Tengku Ismail TA, Abdul Hamid A, Sahathevan R, Abdul Aziz Z, Musa KI (2022). The Malay version of the attitudes and beliefs about cardiovascular disease (ABCD-M) risk questionnaire: a translation, reliability and validation study. BMC Public Health, 22, 1412. https://doi.org/10.1186/s12889-022-13811-8 | link |
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| matsaid_2022_abcdm_perceived_benefits | ABCD-M perceived benefits of exercise and diet: 4 items, 1 = strongly disagree to 4 = strongly agree. Malay adults aged 18-66 attending government health clinics in Kelantan, Malaysia (Malay administration). N=179. (CC BY 4.0) Mat Said Z, Tengku Ismail TA, Abdul Hamid A, Sahathevan R, Abdul Aziz Z, Musa KI (2022). The Malay version of the attitudes and beliefs about cardiovascular disease (ABCD-M) risk questionnaire: a translation, reliability and validation study. BMC Public Health, 22, 1412. https://doi.org/10.1186/s12889-022-13811-8 | link |
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| matsaid_2022_abcdm_perceived_risk | ABCD-M perceived risk of heart attack/stroke: 8 items, 1 = strongly disagree to 4 = strongly agree. Malay adults aged 18-66 attending government health clinics in Kelantan, Malaysia (Malay administration). N=179. (CC BY 4.0) Mat Said Z, Tengku Ismail TA, Abdul Hamid A, Sahathevan R, Abdul Aziz Z, Musa KI (2022). The Malay version of the attitudes and beliefs about cardiovascular disease (ABCD-M) risk questionnaire: a translation, reliability and validation study. BMC Public Health, 22, 1412. https://doi.org/10.1186/s12889-022-13811-8 | link |
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| matsuo_2018_uk_policy_packages conjoint · source = "conj" |
UK adults (SSI online panel, the week before the 2015 general election) chose between two anonymous parties' policy packages built from the 2015 manifestos (economy, jobs, immigration, EU, education), 4 pairs each. 1,403 respondents, forced choice. (CC0 1.0) Matsuo, A., & Lee, S. (2018). Multi-dimensional policy preferences in the 2015 British general election: A conjoint analysis. Electoral Studies, 55, 89-98. | link |
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| mattis_2025_ai_disclosure conjoint · source = "conj" |
683 Dutch respondents (panel, Jan 2025) rated the trustworthiness of 24 news articles each (8 per topic x 3 topics), each shown with an 'AI Monitor' table stating whether six journalistic tasks were done by a human or an AI and whether a human was in the loop; one rating per profile, 1-7. (CC BY 4.0) Mattis, N. M., Kieslich, K., & de Vreese, C. (2025). Feeling iffy about generative AI: When journalists disclose AI use, trust in news is lower [Preprint]. OSF Preprints. | link |
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| matuz_2024_bdi9 | Beck Depression Inventory, 9-item short form, 0-3, N=1,426; Hungarian university students and staff, three cross-sectional pandemic-wave surveys; cov_sex (0 female, 1 male), cov_age, cov_survey_wave. (CC BY 4.0) Matuz, A. (2024). Reframing prolonged negative mental health effects of COVID-19: Cognitive restructuring promotes posttraumatic growth [Data set]. Mendeley Data, V1. https://doi.org/10.17632/msxv59kwcx.1 | link |
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| matuz_2024_cpdi | COVID-19 Peritraumatic Distress Index (24 items), 0-4, N=1,426; Hungarian university students and staff, three cross-sectional pandemic-wave surveys; cov_sex (0 female, 1 male), cov_age, cov_survey_wave. (CC BY 4.0) Matuz, A. (2024). Reframing prolonged negative mental health effects of COVID-19: Cognitive restructuring promotes posttraumatic growth [Data set]. Mendeley Data, V1. https://doi.org/10.17632/msxv59kwcx.1 | link |
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| matuz_2024_iesr | Impact of Event Scale-Revised (22 items), 0-4, third survey only (N=278); cov_excluded_ies_ptg flags 4 respondents the authors excluded; Hungarian university students and staff, three cross-sectional pandemic-wave surveys; cov_sex (0 female, 1 male), cov_age, cov_survey_wave. (CC BY 4.0) Matuz, A. (2024). Reframing prolonged negative mental health effects of COVID-19: Cognitive restructuring promotes posttraumatic growth [Data set]. Mendeley Data, V1. https://doi.org/10.17632/msxv59kwcx.1 | link |
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| matuz_2024_ptgi | Posttraumatic Growth Inventory (21 items), 0-5, third survey only (N=278); cov_excluded_ies_ptg flags 4 respondents the authors excluded; Hungarian university students and staff, three cross-sectional pandemic-wave surveys; cov_sex (0 female, 1 male), cov_age, cov_survey_wave. (CC BY 4.0) Matuz, A. (2024). Reframing prolonged negative mental health effects of COVID-19: Cognitive restructuring promotes posttraumatic growth [Data set]. Mendeley Data, V1. https://doi.org/10.17632/msxv59kwcx.1 | link |
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| matuz_2024_stai_s | STAI state (20 items), coded 0-3, N=1,426; Hungarian university students and staff, three cross-sectional pandemic-wave surveys; cov_sex (0 female, 1 male), cov_age, cov_survey_wave. (CC BY 4.0) Matuz, A. (2024). Reframing prolonged negative mental health effects of COVID-19: Cognitive restructuring promotes posttraumatic growth [Data set]. Mendeley Data, V1. https://doi.org/10.17632/msxv59kwcx.1 | link |
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| matuz_2024_stai_t | STAI trait (20 items), coded 0-3, N=1,426; Hungarian university students and staff, three cross-sectional pandemic-wave surveys; cov_sex (0 female, 1 male), cov_age, cov_survey_wave. (CC BY 4.0) Matuz, A. (2024). Reframing prolonged negative mental health effects of COVID-19: Cognitive restructuring promotes posttraumatic growth [Data set]. Mendeley Data, V1. https://doi.org/10.17632/msxv59kwcx.1 | link |
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| matuz_2024_woc | Ways of Coping, 16-item form, 0-3, N=1,426; Hungarian university students and staff, three cross-sectional pandemic-wave surveys; cov_sex (0 female, 1 male), cov_age, cov_survey_wave. (CC BY 4.0) Matuz, A. (2024). Reframing prolonged negative mental health effects of COVID-19: Cognitive restructuring promotes posttraumatic growth [Data set]. Mendeley Data, V1. https://doi.org/10.17632/msxv59kwcx.1 | link |
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| matzke-etal-2019 | The stop-signal paradigm has become ubiquitous in investigations of inhibitory control. Tasks inspired by the paradigm, referred to as stop-signal tasks, require participants to make responses on go trials and to inhibit those responses when presented with a stop-signal on stop trials. (CC BY 4.0) He, J.L., Hirst, R.J., Puri, R. et al. OSARI, an Open-Source Anticipated Response Inhibition Task. Behav Res 54, 1530–1540 (2022). https://doi.org/10.3758/s13428-021-01680-9 | link |
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| matzke-experiment1-2022 | The stop-signal paradigm has become ubiquitous in investigations of inhibitory control. Tasks inspired by the paradigm, referred to as stop-signal tasks, require participants to make responses on go trials and to inhibit those responses when presented with a stop-signal on stop trials. (CC BY 4.0) He, J.L., Hirst, R.J., Puri, R. et al. OSARI, an Open-Source Anticipated Response Inhibition Task. Behav Res 54, 1530–1540 (2022). https://doi.org/10.3758/s13428-021-01680-9 | link |
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| matzke-experiment2-2022 | The stop-signal paradigm has become ubiquitous in investigations of inhibitory control. Tasks inspired by the paradigm, referred to as stop-signal tasks, require participants to make responses on go trials and to inhibit those responses when presented with a stop-signal on stop trials. (CC BY 4.0) He, J.L., Hirst, R.J., Puri, R. et al. OSARI, an Open-Source Anticipated Response Inhibition Task. Behav Res 54, 1530–1540 (2022). https://doi.org/10.3758/s13428-021-01680-9 | link |
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| matzke-experiment3-gamified-2022 | The stop-signal paradigm has become ubiquitous in investigations of inhibitory control. Tasks inspired by the paradigm, referred to as stop-signal tasks, require participants to make responses on go trials and to inhibit those responses when presented with a stop-signal on stop trials. (CC BY 4.0) He, J.L., Hirst, R.J., Puri, R. et al. OSARI, an Open-Source Anticipated Response Inhibition Task. Behav Res 54, 1530–1540 (2022). https://doi.org/10.3758/s13428-021-01680-9 | link |
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| matzke-experiment3-standard | The stop-signal paradigm has become ubiquitous in investigations of inhibitory control. Tasks inspired by the paradigm, referred to as stop-signal tasks, require participants to make responses on go trials and to inhibit those responses when presented with a stop-signal on stop trials. (CC BY 4.0) He, J.L., Hirst, R.J., Puri, R. et al. OSARI, an Open-Source Anticipated Response Inhibition Task. Behav Res 54, 1530–1540 (2022). https://doi.org/10.3758/s13428-021-01680-9 | link |
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| mavromoustakos_2016_fasq | Flight Anxiety Situations Questionnaire (32 items, 1-5 Likert), N=115-116 flying-phobic and non-phobic adults. (CC BY 4.0) Mavromoustakos E, Clark GI, Rock AJ (2016). Evaluating Perceived Probability of Threat-Relevant Outcomes and Temporal Orientation in Flying Phobia. PLOS ONE 11(8):e0161272. | link |
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| mavromoustakos_2016_probability_scale | Probability Scale: perceived probability of flying-negative, general-negative, and general-positive events (20 items, 0-100 continuous), N=115-116. (CC BY 4.0) Mavromoustakos E, Clark GI, Rock AJ (2016). Evaluating Perceived Probability of Threat-Relevant Outcomes and Temporal Orientation in Flying Phobia. PLOS ONE 11(8):e0161272. | link |
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| mavromoustakos_2016_ztpi | Zimbardo Time Perspective Inventory (56 items, 1-5 Likert, some reverse-scored as marked in the source), N=115-116. (CC BY 4.0) Mavromoustakos E, Clark GI, Rock AJ (2016). Evaluating Perceived Probability of Threat-Relevant Outcomes and Temporal Orientation in Flying Phobia. PLOS ONE 11(8):e0161272. | link |
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| maxey_2025_intervention_success conjoint · source = "conj" |
Conjoint experiment in which 1,213 US online respondents compared five pairs of hypothetical US military interventions differing in security and humanitarian outcomes, casualties, costs, durability of peace and target regime. Outcomes: which intervention was more successful, and a 1-4 success rating of each. (CC0 1.0) Maxey, S. (2025). Good enough? Public perceptions of success in military interventions. International Studies Quarterly, 69(3), sqaf051. | link |
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| may_2020_hsps | Highly Sensitive Person Scale (Aron & Aron 1997), 27 items, 1-7. Two South African samples stacked with cov_study: Birth to Twenty cohort (1,400) and university students (750). (CC BY 4.0) May A, Norris S, Richter L, Pitman M (2020). A psychometric evaluation of the Highly Sensitive Person Scale in ethnically and culturally heterogeneous South African samples. Current Psychology 41. https://doi.org/10.1007/s12144-020-00988-7 | link |
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| mayne_2026_electoral_reform conjoint · source = "conj" |
Electoral-reform conjoint (Study 1): 2,177 US adults each compared 3 pairs of hypothetical electoral-rule-change scenarios varying partisan support, number of House parties, ideological distribution (graph), ballot structure and district magnitude; four forced choices per pair (overall pick, voice, governability, responsiveness). (CC0 1.0) Mayne, Q., & Singh, S. P. (2026). Attitudes toward electoral system reform and party system change in the U.S. American Political Science Review, 1-24. | link |
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| maywegpaus_2021_dialls_oer | Teachers evaluations of the DIALLS open educational resources: 79 items on the application, content, design and value of the projects professional-development materials (cultural literacy, dialogue and argumentation, wordless films), its lesson plans, its Scale of Progression for Cultural Literacy Learning, and its discussion forum. 138 teachers from the UK, Portugal, Israel and Germany, Sept 2020 to Feb 2021, on a 5-point agreement scale. One crossed table rather than four: the same study-authored 12-item evaluation instrument (after Kirkpatrick & Kirkpatrick 2006) was applied to each resource, on the same scale, to the same teachers, and the missingness across the four surveys is by design. (CC BY 4.0) Mayweg-Paus, E., Zimmermann, M., & Ruwe, T. (2021). DIALLS Dataset of evaluations of Open Educational Resources - The Cultural Literacy Learning Programme resources. Zenodo. | link |
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| mazepus_2021_judicial_reform_ua conjoint · source = "conj" |
577 Ukrainian online-panel respondents each read one scenario of a winning party (unnamed, supported or opposed) whose government raised incomes or left them unchanged and started a judicial reform; they rated support, trust, justification, acceptability and vote likelihood on 1-7 scales. (CC0 1.0) Mazepus, H., & Toshkov, D. (2021). Standing up for democracy? Explaining citizens' support for democratic checks and balances. Comparative Political Studies. | link |
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| mazzini_2026_arousal_regulation | Nine arousal- and behaviour-regulation items (1-5) rated by owners about their dog as it is NOW, for 1,692 dogs, from the Big Dog Play and Motivation Questionnaire (online survey in English and German, 2019-2020). id is the dog, which is the unit the items rate. The companion table mazzini_2026_arousal_regulation_puppy holds the same nine items answered retrospectively about puppyhood and shares the same id. (CC BY 4.0) Mazzini, A., & Riemer, S. (2026). The big dog play and motivation questionnaire responses, intra-rater and inter-rater responses [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30540344.v3 | link |
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| mazzini_2026_arousal_regulation_puppy | The same nine arousal- and behaviour-regulation items (1-5), answered RETROSPECTIVELY about the dog as a puppy, by the roughly 1,190 of the 1,692 owners who had the dog from puppyhood. Shipped as its own table rather than as a second wave of mazzini_2026_arousal_regulation because both answers were given at the same sitting; the shared id makes the pair joinable. (CC BY 4.0) Mazzini, A., & Riemer, S. (2026). The big dog play and motivation questionnaire responses, intra-rater and inter-rater responses [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30540344.v3 | link |
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| mbft_anunciacao_2024 | Murray Needs Theory and Big Five Theory (CC BY 4.0) Anunciacao, L. (2024, December 13). Personality - Murray and Big five theory. Retrieved from osf.io/wkzan | link |
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| mboya_2020_gds15 | 15-item Geriatric Depression Scale, yes/no; adults aged 60+ in Kilimanjaro, Tanzania. 304 respondents x 15 items = 4560 responses. (CC BY 4.0) Mboya, I. (2020). Depression in elderly population [Data set]. Mendeley Data. https://doi.org/10.17632/btrrmwtfmh | link |
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| mbozi_2024_tally_sheets conjoint · source = "conj" |
Online panel respondents in Kenya and Malawi (Qualtrics, March-April 2022; 390 respondents) compared images of polling-station vote tally sheets in 3 pairs, varying signatures of the presiding officer, ruling- and opposition-party agents and an observer, and crossed-out corrections on either party's tally. Outcomes: which sheet is more reliable, plus 1-5 ratings of misconduct likelihood and four reasons. (CC0 1.0) Mbozi, F. (2024). When do voters see fraud? Evaluating the effects of poll supervision on perceptions of integrity. Journal of Experimental Political Science. | link |
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| mbps_vangsness_2019 | Metacognitive Beliefs About Procrastination (CC BY 4.0) Vangsness, L., Voss, N. M., Maddox, N., Devereaux, V., Martin, E., & Nystrom, C. (2022, January 24). Self-Report Measures of Procrastination Exhibit Inconsistent Concurrent Validity, Predictive Validity, and Psychometric Properties. https://doi.org/10.17605/OSF.IO/R7WCX | link |
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| mcauliffe_2025_thirdpartypunishment | third-party punishment of unfair sharing among children (CC BY 4.0) McAuliffe, K., Bangayan, S., Callaghan, T. et al. Across six societies children engage in costly third-party punishment of unfair sharing. Commun Psychol 3, 43 (2025). | link |
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| mccallum_2026_wine_ch conjoint · source = "conj" |
Respondents in Switzerland chose between two wines (price, organic, fungus-resistant variety, country of origin, quality) or neither across 12 choice sets, after a randomized pesticide-risk information treatment (control, health, environment, combined); 762 respondents. (CC BY 4.0) McCallum, C., Agossadou, A. J., Siegrist, M., Finger, R., & Nayga, R. M. (2026). Data and code for "Consumers' valuation for wine with pesticide risk information: Evidence from a cross-country experiment" [Data set]. Zenodo. | link |
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| mccallum_2026_wine_us conjoint · source = "conj" |
Respondents in the United States chose between two wines (price, organic, fungus-resistant variety, country of origin, quality) or neither across 12 choice sets, after a randomized pesticide-risk information treatment (control, health, environment, combined); 825 respondents. (CC BY 4.0) McCallum, C., Agossadou, A. J., Siegrist, M., Finger, R., & Nayga, R. M. (2026). Data and code for "Consumers' valuation for wine with pesticide risk information: Evidence from a cross-country experiment" [Data set]. Zenodo. | link |
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| mccammon_2024_phage_therapy conjoint · source = "conj" |
UK health professionals (Prolific health-professional sample and a Panelbase sample of GPs) compared pairs of hypothetical infection treatments varying success rate, side effect rate, type of treatment, administration route, patient attitude and infection severity, choosing which they would prefer to recommend and rating their likelihood of recommending each. 190 respondents, 5 tasks of 2 profiles. (CC BY 4.0) McCammon, S., Makarovs, K., Banducci, S., & Gold, V. (2024). Factors of prescribing phage therapy among UK healthcare professionals: Evidence from conjoint experiment and interviews [Data set]. figshare. | link |
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| mccarlie_2022_ortho_literacy | 11-item binary orthodontic-literacy knowledge quiz administered to adult dental-clinic patients (CC BY 4.0) McCarlie VW Jr, Phillips ME, Price BD, Taylor PB, Eckert GJ, Stewart KT (2022) Orthodontic and oral health literacy in adults. PLoS ONE 17(8): e0273328. | link |
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| mccrea_2026_therapist_choice conjoint · source = "conj" |
US Prolific respondents (n=1,503) chose between two hypothetical therapists in 3 scenarios and rated each 1-7; therapists varied sex/gender, race/ethnicity, availability, session format, star rating, degree, experience and specialties, with one of three versions omitting two attributes. (CC0 1.0) McCrea, A. M., & Favero, N. (2026). Preferences for symbolic representation: Identity, context, and selection of mental health providers. International Public Management Journal, 1-21. | link |
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| mcdonnell_2022_gp_referral conjoint · source = "conj" |
Irish general practitioners (n = 150) read 6 vignettes of a 5-year-old with fever and cough varying repeat presentation, time and day, parental request for referral, parental capacity to cope and access to a rapid paediatric clinic, and decided whether to refer the child to the emergency department. (CC BY 4.0) McDonnell, T., Nicholson, E., & McAuliffe, E. (2022). The role of contextual factors in decision-making by General Practitioners on paediatric referral to the Emergency Department: A Discrete Choice Experiment [Data set]. Zenodo. | link |
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| mcdowell_2025_immigrant_partisanship conjoint · source = "conj" |
2 x 2 vignette experiment: 3,002 US adults (Dynata, just before the 2024 election) rated agreement (0-10) that the US should permit more immigration from Vietnam or Venezuela, with or without the statement that most immigrants from that country support Donald Trump and the Republican Party. (CC0 1.0) McDowell, D., & Steinberg, D. A. (2025). Do immigrants' partisan preferences influence Americans' support for immigration? Journal of Experimental Political Science. | link |
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| mcenaney_2023_aq10 | The 10-item Autism Spectrum Quotient screener (AQ-10), scored 0/1. 366 participants in an online study of alexithymia, emotional vocabulary, verbal IQ and autistic traits. Covariates: age, gender, nationality, country of residence, education, occupation. id is shared across the three tables built from this deposit, so they can be joined. (CC BY 4.0) McEnaney, E., & Ryan, C. (2023). alexithymia_measurement_emotional vocabulary.xlsx. figshare, v2. | link |
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| mcenaney_2023_bvaq | The 20-item Bermond-Vorst Alexithymia Questionnaire form B (BVAQ-B), 1-5. 366 participants in an online study of alexithymia, emotional vocabulary, verbal IQ and autistic traits. Covariates: age, gender, nationality, country of residence, education, occupation. id is shared across the three tables built from this deposit, so they can be joined. (CC BY 4.0) McEnaney, E., & Ryan, C. (2023). alexithymia_measurement_emotional vocabulary.xlsx. figshare, v2. | link |
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| mcenaney_2023_wordsum | The 10-item GSS Wordsum vocabulary test, scored 0/1. 366 participants in an online study of alexithymia, emotional vocabulary, verbal IQ and autistic traits. Covariates: age, gender, nationality, country of residence, education, occupation. id is shared across the three tables built from this deposit, so they can be joined. (CC BY 4.0) McEnaney, E., & Ryan, C. (2023). alexithymia_measurement_emotional vocabulary.xlsx. figshare, v2. | link |
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| mclaughlin_2024_veteran_candidates_s1 conjoint · source = "conj" |
US online respondents each read one vignette about a political candidate whose party (Democrat/Republican), veteran status and issue discussed (crime or national security) were randomized, and rated the candidate (thermometer, defense issue ownership, patriotism, courage, vote likelihood, perceived ideology); experiment 1, 1,664 respondents. All three attributes are stored as the authors' Qualtrics block codes. (CC0 1.0) McLaughlin, P. T., Geras, M. J., & Rhinehart, S. (2024). Supporting veterans: Source cues, issue ownership, and the electoral benefits of military service. Political Behavior, 46(1), 307-330. | link |
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| mclaughlin_2024_veteran_candidates_s2 conjoint · source = "conj" |
US online respondents each read one vignette about a political candidate whose party (Democrat/Republican), veteran status and issue discussed (the deficit, national security or poverty) were randomized, and rated the candidate (thermometer, defense issue ownership, patriotism, courage, vote likelihood, perceived ideology); experiment 2, 1,741 respondents. All three attributes are stored as the authors' Qualtrics block codes. (CC0 1.0) McLaughlin, P. T., Geras, M. J., & Rhinehart, S. (2024). Supporting veterans: Source cues, issue ownership, and the electoral benefits of military service. Political Behavior, 46(1), 307-330. | link |
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| mclaughlin_2025_spending_projects conjoint · source = "conj" |
US adults (n = 1,520) compared 10 pairs of federal spending projects described by project type, dollar amount, administrator (state government, county government, charity) and time to completion, chose the project in each pair and rated each project 1-7. (CC0 1.0) McLaughlin, P. T. (2025). Priority projects: Constituent spending demand and the benefits of congressional credit claiming. Legislative Studies Quarterly, 50(4). | link |
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| mclaughlin_samuel_2025_auditory_session_1 | Assessing Sandwich Builder as a measure of auditory short-term memory (CC BY 4.0) McLaughlin, D.J., Samuel, A.G. Lettuce entertain you: Assessing Sandwich Builder as a measure of auditory short-term memory. Behav Res 57, 191 (2025). https://doi.org/10.3758/s13428-025-02707-1 | link |
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| mclaughlin_samuel_2025_auditory_session_2 | Assessing Sandwich Builder as a measure of auditory short-term memory and Auditory speech perception test (speech transcription accuracy) (CC BY 4.0) McLaughlin, D.J., Samuel, A.G. Lettuce entertain you: Assessing Sandwich Builder as a measure of auditory short-term memory. Behav Res 57, 191 (2025). https://doi.org/10.3758/s13428-025-02707-1 | link |
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| mclean_2017_sanctions conjoint · source = "conj" |
158 participants (US, paper booklet) each read one vignette proposing US economic sanctions against a fictional country, randomized on sanction type (comprehensive/targeted), expected effectiveness (high/moderate) and frame (success/failure); outcomes are support (yes/no) and three 0-100 / 1-10 judgements. (CC0 1.0) McLean, E. V., & Roblyer, D. (2017). Public support for economic sanctions: An experimental analysis. Foreign Policy Analysis, 13(1), 233-254. | link |
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| mclean_2022_avpd | PDQ-4 avoidant personality disorder items (7), 0 not true / 1 true; 123 undergraduates at a Western Canadian university (2015-16); cov_age_band, cov_gender (0 male, 1 female), cov_esl, cov_year, cov_grade, cov_term, cov_complete. (CC0 1.0) McLean, M. (2022). Personality, academic behaviour, and mental health variables from college student sample [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/UTBOEQ | link |
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| mclean_2022_dass21 | DASS-21 (21 items), 0-3; 123 undergraduates at a Western Canadian university (2015-16); cov_age_band, cov_gender (0 male, 1 female), cov_esl, cov_year, cov_grade, cov_term, cov_complete. (CC0 1.0) McLean, M. (2022). Personality, academic behaviour, and mental health variables from college student sample [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/UTBOEQ | link |
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| mclean_2022_help_seeking | Threat of help seeking from peers and professors, and avoidance of help seeking (7 items), 1-5; 123 undergraduates at a Western Canadian university (2015-16); cov_age_band, cov_gender (0 male, 1 female), cov_esl, cov_year, cov_grade, cov_term, cov_complete. (CC0 1.0) McLean, M. (2022). Personality, academic behaviour, and mental health variables from college student sample [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/UTBOEQ | link |
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| mclean_2022_mps | Multidimensional Perfectionism Scale short form (self-oriented, other-oriented, socially prescribed; 15 items), 1-7; 123 undergraduates at a Western Canadian university (2015-16); cov_age_band, cov_gender (0 male, 1 female), cov_esl, cov_year, cov_grade, cov_term, cov_complete. (CC0 1.0) McLean, M. (2022). Personality, academic behaviour, and mental health variables from college student sample [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/UTBOEQ | link |
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| mclean_2022_pals | Patterns of Adaptive Learning Scales: performance-approach, performance-avoid, avoiding novelty, cheating, self-presentation of low achievement, self-handicapping (32 items), 1-5; 123 undergraduates at a Western Canadian university (2015-16); cov_age_band, cov_gender (0 male, 1 female), cov_esl, cov_year, cov_grade, cov_term, cov_complete. (CC0 1.0) McLean, M. (2022). Personality, academic behaviour, and mental health variables from college student sample [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/UTBOEQ | link |
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| mclean_2022_psps | Perfectionistic Self-Presentation Scale short form (self-promotion, non-display, non-disclosure of imperfection; 9 items), 1-7; 123 undergraduates at a Western Canadian university (2015-16); cov_age_band, cov_gender (0 male, 1 female), cov_esl, cov_year, cov_grade, cov_term, cov_complete. (CC0 1.0) McLean, M. (2022). Personality, academic behaviour, and mental health variables from college student sample [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/UTBOEQ | link |
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| mclean_2022_rses | Rosenberg Self-Esteem Scale (10 items), 1-4; 123 undergraduates at a Western Canadian university (2015-16); cov_age_band, cov_gender (0 male, 1 female), cov_esl, cov_year, cov_grade, cov_term, cov_complete. (CC0 1.0) McLean, M. (2022). Personality, academic behaviour, and mental health variables from college student sample [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/UTBOEQ | link |
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| mcmi_mokken | Million clinical multiaxial inventory (see https://osf.io/e9jrz) (GPL-3.0) Rossi, G., Elklit, A., & Simonsen, E. (2010). Empirical evidence for a four factor framework of personality disorder organization: multigroup confirmatory factor analysis of the millon clinical multiaxial inventory—III personality disorder scales across belgian and danish data samples. Journal of Personality Disorders, 24(1), 128-150. | link |
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| mcmurry_2022_identity_ranking rankings · source = "rank" |
Survey ranking question: full 1-4 ranking of identity categories (cov_treat: 0 control, 1 identity treatment, 2 material treatment). 720 respondents, 4 ranked items, 4 rank positions used, 2880 rows. One row per respondent x marked position; item = the option as the source prints it, resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) McMurry, N. 2022. 'From Recognition to Integration: Indigenous Autonomy, State Authority, and National Identity in the Philippines.' American Political Science Review 116(2). Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| mealor_2016_scsq | Sussex Cognitive Styles Questionnaire item pool as administered in Study 1: 84 items (27 new, the rest from the OSIVQ, Systemizing Quotient, Autism-Spectrum Quotient and IDQ), 1 strongly disagree to 5 strongly agree, as deposited. 1,455 UK adults (University of Sussex and community). Covariates: gender, birth year. (CC BY 4.0) Mealor AD, Simner J, Rothen N, Carmichael DA, Ward J (2016). Different dimensions of cognitive style in typical and atypical cognition: New evidence and a new measurement tool. PLOS ONE 11(5): e0155483. | link |
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| meco_l1_comprehension | MECO L1 reading comprehension: 12 short expository texts read in the reader's first language during eye-tracking, each followed by 4 yes/no questions (48 items; resp = 1 correct, 0 incorrect). Adult readers, mostly university students, at 29 sites in 20 languages, pooled from the corpus's two collection rounds (cov_sample 1 = wave 1, 13 sites, N=573; 2 = wave 2, 16 sites, N=652). Only 5 texts are translations of a common original; item codes are shared only for those questions (text{t}_q{q}), and every other item is specific to a language or text version, so the table is sparse by design. N=1,225. (CC BY 4.0) Siegelman N, Schroeder S, Acartürk C, Ahn H-D, et al. (2022). Expanding horizons of cross-linguistic research on reading: The Multilingual Eye-movement Corpus (MECO). Behavior Research Methods, 54, 2843-2863. https://doi.org/10.3758/s13428-021-01772-6. Wave 2: Siegelman N, Schroeder S, Bao Y, Acartürk C, et al. (2025). Wave 2 of the Multilingual Eye-Movement Corpus (MECO): New text reading data across languages. Scientific Data, 12. https://doi.org/10.1038/s41597-025-05453-3 | link |
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| mede_2025_clim_emotions | Emotions evoked by climate change (9 emotions; not at all 1 – very strongly 5). TISP global survey, 71,910 respondents in 68 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_clim_government | Perceptions of government action on climate change (7 items after Hickman et al.; strongly disagree 1 – strongly agree 5). TISP global survey, 71,902 respondents in 68 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_clim_polsupport | Support for 5 environmental policies (not at all 1 – very much 3; the 'not applicable' option is dropped as a non-response). TISP global survey, 69,927 respondents in 66 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_clim_weather_future | Expectation that climate change will increase the impact of 6 extreme weather events in future (not at all 1 – very much 5). TISP global survey, 68,056 respondents in 65 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_clim_weather_past | Belief that climate change has increased the impact of 6 extreme weather events over recent decades (not at all 1 – very much 5). TISP global survey, 71,514 respondents in 67 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_goals_priority | Priority participants assign to 4 goals for scientists (very low priority 1 – very high priority 5). TISP global survey, 71,908 respondents in 68 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_goals_tackle | Belief that science aims to tackle 4 societal goals (not at all 1 – very strongly 5). TISP global survey, 71,896 respondents in 68 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_normperc | Normative perceptions of what scientists should do (6 items; strongly disagree 1 – strongly agree 5). TISP global survey, 71,895 respondents in 68 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_outspokenness | Outspokenness about scientific issues (3 items; strongly disagree 1 – strongly agree 5). TISP global survey, 71,912 respondents in 68 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_sciengage | Frequency of communicating about science in 4 ways in the past 12 months (never 1 – once or more per day 7). TISP global survey, 71,908 respondents in 68 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_sciinfo | Frequency of encountering science information across 10 media channels in the past 12 months (never 1 – once or more per day 7). TISP global survey, 71,901 respondents in 68 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_scipop | Science-related populist attitudes, SciPop Scale (8 items across four dimensions; strongly disagree 1 – strongly agree 5). TISP global survey, 71,917 respondents in 68 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_sdo | Social dominance orientation (4 items after Pratto et al.; extremely oppose 1 – extremely favour 10). TISP global survey, 70,788 respondents in 67 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_trust_scientists | Perceived trustworthiness of scientists (12 semantic-differential items covering competence, integrity, benevolence and openness; very inexpert/dishonest 1 – very expert/honest 5). TISP global survey, 71,915 respondents in 68 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| mede_2025_willvul | Willingness to be vulnerable to scientists — how far people and governments should rely on scientists' guidance (3 items; not at all 1 – very strongly 5). TISP global survey, 70,463 respondents in 67 countries. (CC BY 4.0) Mede, N. G., Cologna, V., Berger, S., Besley, J., Brick, C., Joubert, M., et al. (2025). Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset. Scientific Data, 12, 114. https://doi.org/10.1038/s41597-024-04100-7 | link |
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| meden_2026_podcast_critical | Podcast listening survey, critical engagement with podcast content (6 items), frequency 1-5; N = 605 adult podcast listeners in Slovenia; cov_age_group, cov_gender, cov_education, cov_listening_frequency. (CC BY 4.0) Meden, E. (2026). Podcast Listening, Trust, and Media Literacy among Slovenian Adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22999275 | link |
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| meden_2026_podcast_depth | Podcast listening survey, depth of processing (4 items), frequency 1-5; N = 605 adult podcast listeners in Slovenia; cov_age_group, cov_gender, cov_education, cov_listening_frequency. (CC BY 4.0) Meden, E. (2026). Podcast Listening, Trust, and Media Literacy among Slovenian Adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22999275 | link |
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| meden_2026_podcast_learning | Podcast listening survey, learning activities while listening (6 items), frequency 1-5; N = 605 adult podcast listeners in Slovenia; cov_age_group, cov_gender, cov_education, cov_listening_frequency. (CC BY 4.0) Meden, E. (2026). Podcast Listening, Trust, and Media Literacy among Slovenian Adults [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22999275 | link |
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| medvedev_2018_oxh | 29-item Oxford Happiness Questionnaire (1-6 Likert), raw as-recorded items (reverse-coded duplicate columns excluded) (CC BY 4.0) Medvedev ON (2018). Exploring constructs of well-being, happiness and quality of life. PeerJ. | link |
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| medvedev_2018_pan | 20-item PANAS positive/negative affect schedule (1-5 Likert), same sample as medvedev_2018_oxh (CC BY 4.0) Medvedev ON (2018). Exploring constructs of well-being, happiness and quality of life. PeerJ. | link |
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| medvedev_2018_ql | 26-item quality-of-life scale (1-5 Likert), same sample as medvedev_2018_oxh (CC BY 4.0) Medvedev ON (2018). Exploring constructs of well-being, happiness and quality of life. PeerJ. | link |
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| medvedev_2018_sl | 5-item Satisfaction With Life Scale (1-7 Likert), same sample as medvedev_2018_oxh (CC BY 4.0) Medvedev ON (2018). Exploring constructs of well-being, happiness and quality of life. PeerJ. | link |
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| megart_tonkovic_2021 | These datasets contain individual reaction time data to Croatian words, and pseudowords in a lexical decision task. (CC BY 4.0) Tonković, Mirjana; Dumančić, Francesca; Vlašiček, Denis, 2021, "MegaRT: Lexical Decision Times for Croatian Words", https://doi.org/10.23669/PEVB54, CROSSDA, V1, UNF:6:KSgcyc0fgFgJ0kHr3I+d/w== [fileUNF] | link |
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| meier_2023_school_district_income conjoint · source = "conj" |
US adults rated how comfortable they would be placing a child in a hypothetical school district described by randomized effectiveness, equity and efficiency figures (equity framed by low-income students (Experiment 1)); one vignette each, 1,643 respondents. Attributes are stored as the deposit's numeric levels without units. (CC0 1.0) Meier, K. J., Davis, J., & Xu, X. (2023). Effectiveness, efficiency, and equity tradeoffs in public programs: A citizen experiment. Public Administration Review, 83(6), 1462-1477. | link |
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| meier_2023_school_district_race conjoint · source = "conj" |
US adults rated how comfortable they would be placing a child in a hypothetical school district described by randomized effectiveness, equity and efficiency figures (equity framed by race (Experiment 2)); one vignette each, 881 respondents. Attributes are stored as the deposit's numeric levels without units. (CC0 1.0) Meier, K. J., Davis, J., & Xu, X. (2023). Effectiveness, efficiency, and equity tradeoffs in public programs: A citizen experiment. Public Administration Review, 83(6), 1462-1477. | link |
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| meisels_2024_donor_candidates conjoint · source = "conj" |
6,940 verified US political donors each rated up to 5 vignettes of a House candidate, varying district lean, opponent extremity and incumbency, candidate ideology relative to the donor, and four viability cues, in primary or general-election context. Outcome: whether the donor is very likely or almost certain to contribute (0/1). (CC0 1.0) Meisels, M., Clinton, J. D., & Huber, G. A. (2024). Giving to the extreme? Experimental evidence on donor response to candidate and district characteristics. British Journal of Political Science. | link |
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| mekheimer_2026_cai | Cultural Academic Identity scale (160 educational researchers, 18 items, 5-point Likert) (CC BY 4.0) NA | link |
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| mekheimer_2026_flp | Foreign Language Proficiency scale (160 educational researchers, 4 items, 5-point Likert) (CC BY 4.0) NA | link |
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| mekheimer_2026_id | Identity Dissonance scale (160 educational researchers, 10 items, 7-point Likert) (CC BY 4.0) NA | link |
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| mekheimer_2026_paf | Professional Academic Functioning scale (160 educational researchers, 10 items, 7-point Likert) (CC BY 4.0) NA | link |
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| melati_may_2025_smart_home_privacy | Smart-home adoption survey: seven 5-item blocks (PEU, PR, PB, SF, FC, PC privacy concern, IU intention to use), 35 items, 1-5; N = 367 Indonesian respondents; no covariates. (CC BY 4.0) Melati May, V., Cundana, W., Halim, E., & Gui, A. (2025). Privacy Concern Consideration in Smart Homes Device Usage [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14717959 | link |
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| mellat_2022_absolute_thought | Persian-language measure of absolute thinking (28 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_aggression | Persian-language measure of aggression (12 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_altruism | Persian-language measure of altruism (15 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_depression | Persian-language measure of depression (13 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_dialectical_thought | Persian-language measure of dialectical thinking (14 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_egocentrism | Persian-language measure of egocentrism (11 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_emotion_regulation | Persian-language measure of emotion regulation difficulties (18 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_empathy | Persian-language measure of empathy (27 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_gratitude | Persian-language measure of gratitude (6 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_hedonism | Persian-language measure of hedonism (8 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_relativistic_thought | Persian-language measure of relativistic thinking (14 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_resilience | Persian-language measure of resilience (10 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_spiritual_weakness | Persian-language measure of spiritual weakness (15 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_spiritual_wellbeing | Persian-language measure of spiritual well-being (19 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| mellat_2022_stress | Persian-language measure of stress (7 items; instrument and response format named only in the paywalled paper) for 700 Iranian adults aged 20-60. (CC BY 4.0) Mellat, N., Ebrahimi Ghavam, S., Gholamali Lavasani, M., Moradi, M., & Sadipour, E. (2023). The role of cognitive, emotional, and spiritual development in adult psychological well-being. Journal of Spirituality in Mental Health, 25(1), 31-54. https://doi.org/10.1080/19349637.2022.2121239 | link |
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| meloni_2015_child_disab_knowledge | Child's Disability Knowledge/stereotype-endorsement items (16 items, 1-4 with half-points), N=76 (CC BY 4.0) Meloni F, Federici S, Dennis JL (2015). Parents' Education Shapes, but Does Not Originate, the Disability Representations of Their Children. PLOS ONE. https://doi.org/10.1371/journal.pone.0128876 | link |
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| meloni_2015_child_ia_frequency | Child's Interests and Activities, frequency of engagement (20 items, 1-5), N=76 (CC BY 4.0) Meloni F, Federici S, Dennis JL (2015). Parents' Education Shapes, but Does Not Originate, the Disability Representations of Their Children. PLOS ONE. https://doi.org/10.1371/journal.pone.0128876 | link |
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| meloni_2015_child_ia_satisfaction | Child's Interests and Activities, preference ranking (20 items, 1-5), N=76 (CC BY 4.0) Meloni F, Federici S, Dennis JL (2015). Parents' Education Shapes, but Does Not Originate, the Disability Representations of Their Children. PLOS ONE. https://doi.org/10.1371/journal.pone.0128876 | link |
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| meloni_2015_deq_ce_child | Children's closed-ended disability explanation agreement ratings (44 items, 1-4 with half-points), N=76 (CC BY 4.0) Meloni F, Federici S, Dennis JL (2015). Parents' Education Shapes, but Does Not Originate, the Disability Representations of Their Children. PLOS ONE. https://doi.org/10.1371/journal.pone.0128876 | link |
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| meloni_2015_deq_ce_parent | Parents' closed-ended disability explanation agreement ratings (44 items, 1-4 with half-points), N=76 (CC BY 4.0) Meloni F, Federici S, Dennis JL (2015). Parents' Education Shapes, but Does Not Originate, the Disability Representations of Their Children. PLOS ONE. https://doi.org/10.1371/journal.pone.0128876 | link |
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| meloni_2015_deq_oe_child | Children's open-ended disability explanations, coded mention-counts per disability model x stimulus (36 items), N=76 (CC BY 4.0) Meloni F, Federici S, Dennis JL (2015). Parents' Education Shapes, but Does Not Originate, the Disability Representations of Their Children. PLOS ONE. https://doi.org/10.1371/journal.pone.0128876 | link |
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| meloni_2015_deq_oe_parent | Parents' open-ended disability explanations, coded mention-counts per disability model x stimulus (36 items), N=76 (CC BY 4.0) Meloni F, Federici S, Dennis JL (2015). Parents' Education Shapes, but Does Not Originate, the Disability Representations of Their Children. PLOS ONE. https://doi.org/10.1371/journal.pone.0128876 | link |
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| meloni_2015_parent_divers_ed | Parent's Education about Diversity questionnaire (60 items, 1-5), N=76 (CC BY 4.0) Meloni F, Federici S, Dennis JL (2015). Parents' Education Shapes, but Does Not Originate, the Disability Representations of Their Children. PLOS ONE. https://doi.org/10.1371/journal.pone.0128876 | link |
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| meloni_2015_parent_interests | Parent's Interests and Activities Encouraged questionnaire (25 items, 1-5), N=76 (CC BY 4.0) Meloni F, Federici S, Dennis JL (2015). Parents' Education Shapes, but Does Not Originate, the Disability Representations of Their Children. PLOS ONE. https://doi.org/10.1371/journal.pone.0128876 | link |
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| menaldi_2023_brief_cope | Brief COPE (28 items), Indonesian resident physicians, N=388 (CC BY 4.0) Menaldi SL, Raharjanti NW, Wahid M, Ramadianto AS, Nugrahadi NR, Adhiguna GMYP, Kusumoningrum DA (2023). Burnout and coping strategies among resident physicians at an Indonesian tertiary referral hospital during COVID-19 pandemic. PLOS ONE, 18(1), e0280313. https://doi.org/10.1371/journal.pone.0280313 | link |
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| menaldi_2023_mbi | Maslach Burnout Inventory (22 items), Indonesian resident physicians, N=388 (CC BY 4.0) Menaldi SL, Raharjanti NW, Wahid M, Ramadianto AS, Nugrahadi NR, Adhiguna GMYP, Kusumoningrum DA (2023). Burnout and coping strategies among resident physicians at an Indonesian tertiary referral hospital during COVID-19 pandemic. PLOS ONE, 18(1), e0280313. https://doi.org/10.1371/journal.pone.0280313 | link |
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| mendes_2019_snycq | Item-level Short New York Cognition Questionnaire (SNYCQ, 12 dimensions, 0-100 continuous VAS) from the MPI-Leipzig Mind-Brain-Body functional connectome dataset; 248 respondents across 7 pre/post-scan administrations (wave) (CC0 1.0) Mendes, N., Oligschläger, S., Lauckner, M.E. et al. (2019). A functional connectome phenotyping dataset including cognitive state and personality measures. Scientific Data, 6, 180307. https://doi.org/10.1038/sdata.2018.307 | link |
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| mendes_lobao_2018_hpv_attitudes | Attitudes toward HPV vaccination for daughters and sons (efficacy, need, risk, cost, safety, sexual activity, religion, trust in the immunization programme), 19 statements, 1 agree / 0 disagree, stored as answered; 'don't know' dropped. 826 parents of children aged 18 or younger in seven Brazilian cities, random-digit-dial telephone interviews 2015-16. Covariates: city, education, marital status. (CC BY 4.0) Mendes Lobão W, Duarte FG, Burns JD, de Souza Teles Santos CA, Chagas de Almeida MC, Reingold A, Duarte Moreira E (2018) Low coverage of HPV vaccination in the national immunization programme in Brazil: Parental vaccine refusal or barriers in health-service based vaccine delivery? PLoS ONE 13(11): e0206726. https://doi.org/10.1371/journal.pone.0206726 | link |
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| mendes_lobao_2018_hpv_knowledge | HPV and HPV-vaccine knowledge, 21 true/false statements read by the interviewer, scored 1 correct / 0 incorrect against the paper's key; 'don't know' dropped. 826 parents of children aged 18 or younger in seven Brazilian cities, random-digit-dial telephone interviews 2015-16. Covariates: city, education, marital status. (CC BY 4.0) Mendes Lobão W, Duarte FG, Burns JD, de Souza Teles Santos CA, Chagas de Almeida MC, Reingold A, Duarte Moreira E (2018) Low coverage of HPV vaccination in the national immunization programme in Brazil: Parental vaccine refusal or barriers in health-service based vaccine delivery? PLoS ONE 13(11): e0206726. https://doi.org/10.1371/journal.pone.0206726 | link |
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| mendezhinojosa_2026_ebea | Brief Learning Strategies Scale (EBEA; 11 items, 1-5, elaboration and organisation strategies) completed by 1,956 undergraduates in northern Mexico. (CC BY 4.0) Méndez Hinojosa, L. M., Castillo De León, M. A., & Cárdenas Rodríguez, M. (2024). Diseño y validación de una escala breve de estrategias de aprendizaje. RIDE Revista Iberoamericana para la Investigación y el Desarrollo Educativo, 14(28), e601. https://doi.org/10.23913/ride.v14i28.1767 | link |
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| mendezlopez_2023_bfi10 | Big Five Inventory-10, Spanish version, plus its optional 11th agreeableness item (11 items, 1-5, 1 = strongly agree) for 391 adults aged 35-74 attending primary care in Aragon, Spain. (CC BY 4.0) Méndez-López, F., Oliván-Blázquez, B., Domínguez García, M., López-Del-Hoyo, Y., Tamayo-Morales, O., & Magallón-Botaya, R. (2023). Depressive and Anxious Symptoms Increase with Problematic Technologies Use Among Adults: The Effects of Personal Factors Related to Health Behavior. Psychology Research and Behavior Management, 16, 2499-2515. https://doi.org/10.2147/PRBM.S412013 | link |
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| mendezlopez_2023_cdrisc10 | Connor-Davidson Resilience Scale CD-RISC-10, Spanish version (10 items, 0-4) for 391 adults aged 35-74 attending primary care in Aragon, Spain. (CC BY 4.0) Méndez-López, F., Oliván-Blázquez, B., Domínguez García, M., López-Del-Hoyo, Y., Tamayo-Morales, O., & Magallón-Botaya, R. (2023). Depressive and Anxious Symptoms Increase with Problematic Technologies Use Among Adults: The Effects of Personal Factors Related to Health Behavior. Psychology Research and Behavior Management, 16, 2499-2515. https://doi.org/10.2147/PRBM.S412013 | link |
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| mendezlopez_2023_gad7 | GAD-7 anxiety, Spanish version (7 items, 0-3) for 391 adults aged 35-74 attending primary care in Aragon, Spain. (CC BY 4.0) Méndez-López, F., Oliván-Blázquez, B., Domínguez García, M., López-Del-Hoyo, Y., Tamayo-Morales, O., & Magallón-Botaya, R. (2023). Depressive and Anxious Symptoms Increase with Problematic Technologies Use Among Adults: The Effects of Personal Factors Related to Health Behavior. Psychology Research and Behavior Management, 16, 2499-2515. https://doi.org/10.2147/PRBM.S412013 | link |
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| mendezlopez_2023_gses12 | General Self-Efficacy Scale-12, Spanish version (12 items, 1-5, stored scored) for 391 adults aged 35-74 attending primary care in Aragon, Spain. (CC BY 4.0) Méndez-López, F., Oliván-Blázquez, B., Domínguez García, M., López-Del-Hoyo, Y., Tamayo-Morales, O., & Magallón-Botaya, R. (2023). Depressive and Anxious Symptoms Increase with Problematic Technologies Use Among Adults: The Effects of Personal Factors Related to Health Behavior. Psychology Research and Behavior Management, 16, 2499-2515. https://doi.org/10.2147/PRBM.S412013 | link |
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| mendezlopez_2023_multicage_ict | MULTICAGE-ICT problematic use of internet, mobile phone, video games, instant messaging and social networks (20 yes/no items) for 391 adults aged 35-74 attending primary care in Aragon, Spain. (CC BY 4.0) Méndez-López, F., Oliván-Blázquez, B., Domínguez García, M., López-Del-Hoyo, Y., Tamayo-Morales, O., & Magallón-Botaya, R. (2023). Depressive and Anxious Symptoms Increase with Problematic Technologies Use Among Adults: The Effects of Personal Factors Related to Health Behavior. Psychology Research and Behavior Management, 16, 2499-2515. https://doi.org/10.2147/PRBM.S412013 | link |
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| mendezlopez_2023_phq9 | PHQ-9 depression, Spanish version (9 items, 0-3) for 391 adults aged 35-74 attending primary care in Aragon, Spain. (CC BY 4.0) Méndez-López, F., Oliván-Blázquez, B., Domínguez García, M., López-Del-Hoyo, Y., Tamayo-Morales, O., & Magallón-Botaya, R. (2023). Depressive and Anxious Symptoms Increase with Problematic Technologies Use Among Adults: The Effects of Personal Factors Related to Health Behavior. Psychology Research and Behavior Management, 16, 2499-2515. https://doi.org/10.2147/PRBM.S412013 | link |
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| mendezlopez_2023_rses | Rosenberg Self-Esteem Scale, Spanish version (10 items, 1-4, stored scored) for 390 adults aged 35-74 attending primary care in Aragon, Spain. (CC BY 4.0) Méndez-López, F., Oliván-Blázquez, B., Domínguez García, M., López-Del-Hoyo, Y., Tamayo-Morales, O., & Magallón-Botaya, R. (2023). Depressive and Anxious Symptoms Increase with Problematic Technologies Use Among Adults: The Effects of Personal Factors Related to Health Behavior. Psychology Research and Behavior Management, 16, 2499-2515. https://doi.org/10.2147/PRBM.S412013 | link |
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| mendezlopez_2023_soc13 | Sense of Coherence scale SOC-13, Spanish version (13 items, 1-7, unreversed) for 391 adults aged 35-74 attending primary care in Aragon, Spain. (CC BY 4.0) Méndez-López, F., Oliván-Blázquez, B., Domínguez García, M., López-Del-Hoyo, Y., Tamayo-Morales, O., & Magallón-Botaya, R. (2023). Depressive and Anxious Symptoms Increase with Problematic Technologies Use Among Adults: The Effects of Personal Factors Related to Health Behavior. Psychology Research and Behavior Management, 16, 2499-2515. https://doi.org/10.2147/PRBM.S412013 | link |
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| meng-competitiveness-2023 | In the present study, we sought to unravel these complex interplays employing graphical Gaussian models (GGMs) and characterize the network structures utilizing cross-sectional data derived from 1073 Chinese participants. (CC BY 4.0) Meng, Guangteng, Bowei Zhong, 王舒静, Lingxiao Wang, Qi Li, and Xun Liu. “Unpacking Interplays Between Competitiveness, Cooperativeness, and Social Comparison Orientation: A Network Psychometric Approach and Replication”. PsyArXiv, May 26, 2023. doi:10.31234/osf.io/mzwps. | link |
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| meng_2017_referent_assignment | 5 raw explicit/ambiguous-question referent-assignment correctness scores per trial (74 children x 4 trials, wave-coded) (CC BY 4.0) Meng X, Murakami T, Hashiya K (2017). Phonological loop affects children's interpretations of explicit but not ambiguous questions: Research on links between working memory and referent assignment. PLOS ONE, 12(10), e0187368. https://doi.org/10.1371/journal.pone.0187368 | link |
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| meng_2023_generative_art | Aesthetic ratings of generative artworks, 1-7: eight artworks, each shown as an image sequence of twelve images (one every 12 s of its 144-s generation); each participant rated the 12 images of one sequence (96 items, ~212 raters per sequence). 1,701 Chinese adults, online survey 2023. Covariate: which sequence was rated. (CC BY 4.0) Meng P, Meng X, Hu R, Zhang L (2023) Predicting the aesthetics of dynamic generative art. PLoS ONE 18(9): e0291647. https://doi.org/10.1371/journal.pone.0291647 | link |
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| menghini_2023_mdmq | Momentary mood, Italian adaptation of the Multidimensional Mood Questionnaire (MDMQ) with three added items: 9 bipolar 1-7 sliders for valence (unwell-well, content-discontent, negative-positive state), tense arousal (relaxed-tense, agitated-calm, nervous-placid) and fatigue (tired-awake, full of-without energy, fatigued-rested). Item direction follows the anchors as presented, so it varies across items. 175 people. Italian office workers, three workdays (Mon/Wed/Fri), seven prompts/day 9:15-18:15; wave is each person's answered-prompt number in time order (shared across the three menghini_2023 tables), date is Unix time (source stamps are Italian local time, converted). Covariates: cov_gender, cov_age, cov_work_hours, cov_job_sector (from the OSF processed file). (GPL-3.0) Menghini, L., Pastore, M., & Balducci, C. (2023). Workplace Stress in Real Time: Three Parsimonious Scales for the Experience Sampling Measurement of Stressors and Strain at Work. European Journal of Psychological Assessment, 39(6), 424-432. | link |
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| menghini_2023_task_control | Task Control Scale (TCS): 3 items on the last work activity (could change task, decide how to perform it, schedule its time), 1-7 from not at all to very much. Asked at prompts 2-7 only. 174 people. Italian office workers, three workdays (Mon/Wed/Fri), seven prompts/day 9:15-18:15; wave is each person's answered-prompt number in time order (shared across the three menghini_2023 tables), date is Unix time (source stamps are Italian local time, converted). Covariates: cov_gender, cov_age, cov_work_hours, cov_job_sector (from the OSF processed file). (GPL-3.0) Menghini, L., Pastore, M., & Balducci, C. (2023). Workplace Stress in Real Time: Three Parsimonious Scales for the Experience Sampling Measurement of Stressors and Strain at Work. European Journal of Psychological Assessment, 39(6), 424-432. | link |
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| menghini_2023_task_demands | Task Demand Scale (TDS): 4 items on the last work activity (had to do too much, work very fast, do multiple things at once, work very hard), 1-7 from not at all to very much. Asked at prompts 2-7 only. 174 people. Italian office workers, three workdays (Mon/Wed/Fri), seven prompts/day 9:15-18:15; wave is each person's answered-prompt number in time order (shared across the three menghini_2023 tables), date is Unix time (source stamps are Italian local time, converted). Covariates: cov_gender, cov_age, cov_work_hours, cov_job_sector (from the OSF processed file). (GPL-3.0) Menghini, L., Pastore, M., & Balducci, C. (2023). Workplace Stress in Real Time: Three Parsimonious Scales for the Experience Sampling Measurement of Stressors and Strain at Work. European Journal of Psychological Assessment, 39(6), 424-432. | link |
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| menke_2020_asci_biology | Attitude toward biology ('Biology is...'), items Q34_1-Q34_20. Semantic differential, 20 adjective pairs (the ASCI item set), 1-7 where 1 = the LEFT adjective of the pair named in the item's header (e.g. item 1, Easy:Hard, 1 = Easy) -- pairs mix polarity. Semester-start surveys of UC Merced general-chemistry students, Spring 2019, Fall 2019 and Spring 2020 (cov_semester); semester-end surveys not included because they cannot be linked to students. (CC0 1.0) Chang J, Menke E (2022). Measuring attitude towards chemistry, biology, and math at a Hispanic-serving institution. ChemRxiv. | link |
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| menke_2020_asci_chemistry | Attitude toward chemistry ('Chemistry is...'), items Q1_1-Q1_20. Semantic differential, 20 adjective pairs (the ASCI item set), 1-7 where 1 = the LEFT adjective of the pair named in the item's header (e.g. item 1, Easy:Hard, 1 = Easy) -- pairs mix polarity. Semester-start surveys of UC Merced general-chemistry students, Spring 2019, Fall 2019 and Spring 2020 (cov_semester); semester-end surveys not included because they cannot be linked to students. (CC0 1.0) Chang J, Menke E (2022). Measuring attitude towards chemistry, biology, and math at a Hispanic-serving institution. ChemRxiv. | link |
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| menke_2020_asci_math | Attitude toward math ('Math is...'), items Q32_1-Q32_20. Semantic differential, 20 adjective pairs (the ASCI item set), 1-7 where 1 = the LEFT adjective of the pair named in the item's header (e.g. item 1, Easy:Hard, 1 = Easy) -- pairs mix polarity. Semester-start surveys of UC Merced general-chemistry students, Spring 2019, Fall 2019 and Spring 2020 (cov_semester); semester-end surveys not included because they cannot be linked to students. (CC0 1.0) Chang J, Menke E (2022). Measuring attitude towards chemistry, biology, and math at a Hispanic-serving institution. ChemRxiv. | link |
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| mental_health_malawi | Survey data on public and private university students' mental health symptoms as a consequence of internet usage (CC BY 4.0) Mwakilama, Elias; Jamu, Edister; Senganimalunje, Limbika ; Manda, Tiwonge (2022), “Data on Internet Addiction and Mental Health among university students in Malawi”, Mendeley Data, V3, doi: 10.17632/xbfbcy5bhv.3 | link |
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| mental_health_wang_2024_gad | Chinese College Adolescents Depression and Anxiety under COVID-19 (CC0 1.0) Wang, Haiyan, 2024, "Chinese College Adolescents Depression and Anxiety under COVID-19", https://doi.org/10.7910/DVN/T5TAQA, Harvard Dataverse, V2 | link |
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| mental_health_wang_2024_phq | Chinese College Adolescents Depression and Anxiety under COVID-19 (CC0 1.0) Wang, Haiyan, 2024, "Chinese College Adolescents Depression and Anxiety under COVID-19", https://doi.org/10.7910/DVN/T5TAQA, Harvard Dataverse, V2 | link |
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| mentalrotation_wolf_2024 | 3-D printed Shepard and Metzler–style shapes comparison (CC BY 4.0) Wolf, J. E., & Larsen, M. (2024). A New Procedure and Stimulus Set for Examining Cross-Modality Mental Rotation. Journal of Open Psychology Data, 12(1). | link |
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| mercea_2025_movement_parties conjoint · source = "conj" |
YouGov respondents in Denmark, Germany, Hungary, Italy, Romania and the UK (Feb-Mar 2022; n=10,347) each made 5 forced choices between two hypothetical parliamentary candidates varying in institutional and extra-institutional experience, reason for running, and migration and climate positions, and rated each candidate 1-7. (CC0 1.0) Mercea, D., & Santos, F. G. (2025). Policy over protest: Experimental evidence on the drivers of support for movement parties. Perspectives on Politics, 23(3), 901-923. | link |
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| merlo2025_eet | Educational Engagement with Technology scale — EET (29 items); Italian university students; N=1065; 1-6 Likert (CC BY 4.0) Merlo, G., Jaforte, L., Vassallo, M., & Pozzetti, I. (2025). Dataset for: Sleep Quality as a Mediator Between Lifestyle and Cognitive and Agentic Student Engagement [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30195541.v1 | link |
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| merlo2025_eng_agentic | Student Engagement — Agentic subscale (10 items); Italian university students; N=1065; 1-7 Likert (CC BY 4.0) Merlo, G., Jaforte, L., Vassallo, M., & Pozzetti, I. (2025). Dataset for: Sleep Quality as a Mediator Between Lifestyle and Cognitive and Agentic Student Engagement [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30195541.v1 | link |
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| merlo2025_eng_cognitive | Student Engagement — Cognitive subscale (12 items); Italian university students; N=1065; 1-7 Likert (CC BY 4.0) Merlo, G., Jaforte, L., Vassallo, M., & Pozzetti, I. (2025). Dataset for: Sleep Quality as a Mediator Between Lifestyle and Cognitive and Agentic Student Engagement [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30195541.v1 | link |
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| merlo2025_eng_comprehensive | Student Engagement — Comprehensive subscale (12 items); Italian university students; N=1065; 1-7 Likert (CC BY 4.0) Merlo, G., Jaforte, L., Vassallo, M., & Pozzetti, I. (2025). Dataset for: Sleep Quality as a Mediator Between Lifestyle and Cognitive and Agentic Student Engagement [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30195541.v1 | link |
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| merlo2025_eng_emotional | Student Engagement — Emotional subscale (9 items); Italian university students; N=1065; 1-7 Likert (CC BY 4.0) Merlo, G., Jaforte, L., Vassallo, M., & Pozzetti, I. (2025). Dataset for: Sleep Quality as a Mediator Between Lifestyle and Cognitive and Agentic Student Engagement [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30195541.v1 | link |
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| mersin_2025_ai_literacy | Six AI-literacy items (1-5) answered by the same 702 Turkish pre-service mathematics teachers. No published instrument is identified; the deposit carries no item wording. (CC BY 4.0) Mersin, N. (2025). AI Literacy and Technology Acceptance Dataset (Pre-service Mathematics Teachers, N=702) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17631162 | link |
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| mersin_2025_ai_self_efficacy | Three AI self-efficacy items (1-5) answered by the same 702 Turkish pre-service mathematics teachers. No published instrument is identified; the deposit carries no item wording. (CC BY 4.0) Mersin, N. (2025). AI Literacy and Technology Acceptance Dataset (Pre-service Mathematics Teachers, N=702) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17631162 | link |
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| mersin_2025_ai_tpack | Five AI-TPACK items (1-5, technological pedagogical content knowledge for artificial intelligence) answered by the same 702 Turkish pre-service mathematics teachers. No published instrument is identified; the deposit carries no item wording. (CC BY 4.0) Mersin, N. (2025). AI Literacy and Technology Acceptance Dataset (Pre-service Mathematics Teachers, N=702) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17631162 | link |
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| mersin_2025_technology_acceptance | Fifteen technology-acceptance items (1-5) answered by 702 Turkish pre-service mathematics teachers about artificial intelligence, over the four canonical constructs the item codes carry: perceived usefulness (pu1-3), perceived ease of use (peu1-4), attitude (att1-4) and behavioural intention (bi1-4). Shipped as one table because the deposit's own description groups them as one construct, technology acceptance. No published instrument is identified; the deposit carries no item wording. (CC BY 4.0) Mersin, N. (2025). AI Literacy and Technology Acceptance Dataset (Pre-service Mathematics Teachers, N=702) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17631162 | link |
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| mesaric_2020_saq_primary_care | Safety Attitudes Questionnaire, primary-care version (SAQ), 62 items, 1-5; negatively worded items not reverse-coded. 185 out-of-hours primary-care staff in Croatia. No covariates. (CC0 1.0) Mesarić, Jasna; Šimić, Diana; Katić, Milica; Tveter Deilkås, Ellen Catharina; Hofoss, Dag; Bondevik, Gunnar Tschudi (2020). Safety Attitudes Questionnaire - Primary Care (Croatia) [dataset]. Harvard Dataverse. | link |
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| metacogmonitoring_double2025 | perceived metacognitive monitoring abilities (Study 1) (CC BY 4.0) Double, K. S. (2025). Survey measures of metacognitive monitoring are often false. Behavior Research Methods, 57(3), 97. | link |
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| metakaggle_connect_4_2023_2024 competitions · source = "comp" |
Connect 4 bots, small Kaggle community simulation competition, 2023-24 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_connectx_2020_2026 competitions · source = "comp" |
ConnectX (Connect Four) bots, Kaggle Getting Started simulation competition, 2020-2026 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_fide_chess_2024_2025 competitions · source = "comp" |
FIDE & Google Efficient Chess AI Challenge bots (5 MiB RAM, 10s games), Kaggle 2024-25 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_google_football_2020_2020 competitions · source = "comp" |
Google Research Football (11v11, one bot per side) Kaggle simulation competition, 2020 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_halite_iv_playground_2020_2021 competitions · source = "comp" |
Halite IV Playground Edition, 1v1 resource-collection bots, Kaggle 2020-21 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_kore_2022_2022 competitions · source = "comp" |
Kore 2022 1v1 fleet-strategy bots, Kaggle simulation competition, 2022 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_kore_beta_2022_2022 competitions · source = "comp" |
Kore 2022 beta, 1v1 episodes only, Kaggle simulation competition, 2022 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_lux_ai_s1_2021_2021 competitions · source = "comp" |
Lux AI Season 1 1v1 strategy-game bots, Kaggle simulation competition, 2021 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_lux_ai_s2_2023_2023 competitions · source = "comp" |
Lux AI Season 2 1v1 strategy-game bots, Kaggle simulation competition, 2023 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_lux_ai_s2_beta_2022_2022 competitions · source = "comp" |
Lux AI Season 2 beta 1v1 bots, Kaggle simulation competition, 2022 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_lux_ai_s2_neurips_stage1_2023_2023 competitions · source = "comp" |
Lux AI Season 2 NeurIPS 2023 stage 1 bots, Kaggle simulation competition (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_lux_ai_s2_neurips_stage2_2023_2023 competitions · source = "comp" |
Lux AI Season 2 NeurIPS 2023 stage 2 bots, Kaggle simulation competition (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_lux_ai_s3_2024_2025 competitions · source = "comp" |
Lux AI Season 3 1v1 bots (best-of-5 matches), Kaggle simulation competition, 2024-25 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_maze_crawler_2026_2026 competitions · source = "comp" |
Maze Crawler 1v1 bots, Kaggle simulation competition, 2026 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_orbit_wars_2026_2026 competitions · source = "comp" |
Orbit Wars 1v1 space-strategy bots, Kaggle simulation competition, 2026 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_pokemon_tcg_2026_2026 competitions · source = "comp" |
Pokemon Trading Card Game AI battle bots, Kaggle simulation competition, 2026 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_rock_paper_scissors_2020_2021 competitions · source = "comp" |
Rock Paper Scissors bots (1000-round matches), Kaggle simulation competition, 2020-21 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| metakaggle_santa_2020_2021 competitions · source = "comp" |
Santa 2020 two-player multi-armed bandit bots, Kaggle simulation competition, 2020-21 (Apache 2.0) Kaggle (2026). Meta Kaggle [Data set], version 2332. https://www.kaggle.com/datasets/kaggle/meta-kaggle | link |
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| meule_2019_bis15 | Barratt Impulsiveness Scale short form, 15 items 1-4, from 453 patients in a clinical sample. (CC BY 4.0) Meule, A. (2019). Data for: Confirmatory factor analysis of the Barratt Impulsiveness Scale - short form. Mendeley Data. | link |
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| meule_2025_disgust_sensitivity | Disgust sensitivity scale, 7 items (sads01-07), 0-4; N = 126 German-speaking adults; same covariates as meule_2025_spovi. (CC BY 4.0) Meule, A., & Kolar, D. (2025). Effects of emetophobia symptoms, disgust propensity, and disgust sensitivity on state disgust and behavioral avoidance of a vomit-like stimulus [Data set]. OSF. https://osf.io/ny7ew/ | link |
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| meule_2025_qadp_brief | Questionnaire for the Assessment of Disgust Propensity, brief form, 10 items (qadpbrief01-10), 0-4; N = 126 German-speaking adults; same covariates as meule_2025_spovi. (CC BY 4.0) Meule, A., & Kolar, D. (2025). Effects of emetophobia symptoms, disgust propensity, and disgust sensitivity on state disgust and behavioral avoidance of a vomit-like stimulus [Data set]. OSF. https://osf.io/ny7ew/ | link |
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| meule_2025_spovi | Specific Phobia of Vomiting Inventory, 14 items (spovi01-14), 0-4; N = 126 German-speaking adults; cov_age, cov_sex, cov_anxiety_disorder, cov_other_disorder, cov_occupation, cov_nationality, cov_bmi. (CC BY 4.0) Meule, A., & Kolar, D. (2025). Effects of emetophobia symptoms, disgust propensity, and disgust sensitivity on state disgust and behavioral avoidance of a vomit-like stimulus [Data set]. OSF. https://osf.io/ny7ew/ | link |
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| meule_2025_state_disgust | State disgust scale, 15 items (sds01-15), 0-4 (0-3 observed), before (wave 1) and after (wave 2) exposure to a vomit-like stimulus; N = 126 German-speaking adults; same covariates as meule_2025_spovi. (CC BY 4.0) Meule, A., & Kolar, D. (2025). Effects of emetophobia symptoms, disgust propensity, and disgust sensitivity on state disgust and behavioral avoidance of a vomit-like stimulus [Data set]. OSF. https://osf.io/ny7ew/ | link |
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| mexico_2023_mobility_anxiety | Anxiety symptom frequency past week (Custom) ESRU-EMOVI 2023 | link |
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| mexico_2023_mobility_appliances | Household articles owned at age fourteen (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_articles | Articles owned by current household (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_assets | Property and financial assets of origin household (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_community | Public services in current neighborhood (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_finances | Current household property and financial products (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_mood | Depressive mood frequency past week (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_necessities | Items considered necessary for dignified living (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_neighborhood | Public services in childhood neighborhood (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_rooms | Dwelling spaces in household of origin (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_services | Services in current dwelling (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_spaces | Spaces in current dwelling (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_mobility_utilities | Dwelling services in household of origin (Custom) ESRU-EMOVI 2023 | link |
|
| mexico_2023_quality_administration | Public Administration Perceptions (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_buses | Bus Transportation Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_cablecars | Cable Cars Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_confidence | Institutional Confidence (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_corruption | Personal Corruption Experience (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_corruptionperception | Corruption Perception (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_drainage | Drainage Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_electricgovernment | Electronic Government Services (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_generalcorruption | General Corruption Attitudes (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_health | IMSS Health Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_healthservice | State and INSABI Health Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_highways | Highways Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_homelightning | Home Lightning Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_lightning | Public Lightning Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_low | Low Demand Services (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_parks | Parks Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_police | Police Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_problems | Worst Problems Identified (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_roads | City Streets and Avenues Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_schooling | Schooling Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_streets | Toll-Free Roads and Highways Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_trains | Train Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_transportationstations | Transportation Stations Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_trash | Trash Collection Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_university | University Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_water | Potable Water Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
|
| mexico_2023_quality_wellbeing | ISSSTE Health Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2023_quality_wellbeingservice | IMSS-Bienestar Health Service Quality (Custom) INEGI. Encuesta Nacional de Calidad e Impacto Gubernamental 2023. SNIEG. Información de Interés Nacional | link |
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| mexico_2024_q1safety_conflicts | Self-reported experience with neighborhood and community conflicts, Q1 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
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| mexico_2024_q1safety_govperformance | Resident evaluations of local and federal government security performance, Q1 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
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| mexico_2024_q1safety_govtrust | Public trust in government institutions to address security concerns, Q1 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
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| mexico_2024_q1safety_perception | Urban safety perception ratings across Mexican cities, Q1 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
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| mexico_2024_q2safety_conflicts | Self-reported experience with neighborhood and community conflicts, Q2 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
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| mexico_2024_q2safety_govperformance | Resident evaluations of local and federal government security performance, Q2 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
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| mexico_2024_q2safety_harassment | Self-reported experience with harassment and intimidation in public spaces, Q2 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
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| mexico_2024_q2safety_perception | Urban safety perception ratings across Mexican cities, Q2 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
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| mexico_2024_q3safety_conflicts | Self-reported experience with neighborhood and community conflicts, Q3 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
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| mexico_2024_q3safety_govperformance | Resident evaluations of local and federal government security performance, Q3 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
|
| mexico_2024_q3safety_govtrust | Public trust in government institutions to address security concerns, Q3 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
|
| mexico_2024_q3safety_perception | Urban safety perception ratings across Mexican cities, Q3 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
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| mexico_2024_q3safety_violence | Self-reported exposure to and experience with violent crime, Q3 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
|
| mexico_2024_q4safety_conflicts | Self-reported experience with neighborhood and community conflicts, Q4 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
|
| mexico_2024_q4safety_govperformance | Resident evaluations of local and federal government security performance, Q4 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
|
| mexico_2024_q4safety_harassment | Self-reported experience with harassment and intimidation in public spaces, Q4 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
|
| mexico_2024_q4safety_perception | Urban safety perception ratings across Mexican cities, Q4 2024 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2024. INEGI | link |
|
| mexico_2025_q1safety_conflicts | Self-reported experience with neighborhood and community conflicts, Q1 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q1safety_govperformance | Resident evaluations of local and federal government security performance, Q1 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q1safety_govtrust | Public trust in government institutions to address security concerns, Q1 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q1safety_perception | Urban safety perception ratings across Mexican cities, Q1 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q2safety_conflicts | Self-reported experience with neighborhood and community conflicts, Q2 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q2safety_govperformance | Resident evaluations of local and federal government security performance, Q2 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q2safety_harassment | Self-reported experience with harassment and intimidation in public spaces, Q2 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q2safety_perception | Urban safety perception ratings across Mexican cities, Q2 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q3safety_conflicts | Self-reported experience with neighborhood and community conflicts, Q3 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q3safety_govperformance | Resident evaluations of local and federal government security performance, Q3 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q3safety_govtrust | Public trust in government institutions to address security concerns, Q3 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q3safety_perception | Urban safety perception ratings across Mexican cities, Q3 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q3safety_violence | Self-reported exposure to and experience with violent crime, Q3 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q4safety_conflicts | Self-reported experience with neighborhood and community conflicts, Q4 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q4safety_govperformance | Resident evaluations of local and federal government security performance, Q4 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q4safety_harassment | Self-reported experience with harassment and intimidation in public spaces, Q4 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mexico_2025_q4safety_perception | Urban safety perception ratings across Mexican cities, Q4 2025 (Custom) INEGI. Encuesta Nacional de Seguridad Pública Urbana (ENSU) 2025. INEGI | link |
|
| mey_2024_regional_electricity conjoint · source = "conj" |
Online panel respondents in Denmark, Germany, Poland and Portugal (Jan-Feb 2022; n = 4,103) each made 8 forced choices between two designs of a future renewable regional electricity supply varying technology, transmission expansion, land use, import share, price change and ownership. (CC BY 4.0) Mey, F., Lilliestam, J., Wolf, I., & Tröndle, T. (2024). Visions for our future regional electricity system – citizen preferences in four EU countries. iScience. | link |
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| meyer_2022_bfi | Big Five, 22 items drawn from the BFI (John & Srivastava): agreeableness 4, conscientiousness 4, extraversion 4, openness 6, emotional stability 4; 0-6, 23,151 users of the Praditus assessment platform (ages 13-93), 2020; cov_gender, cov_age, cov_nationality, cov_work_experience. (CC BY 4.0) Meyer, N., Niemand, T., Davila, A., & Kraus, S. (2022). Biting the bullet: When self-efficacy mediates the stressful effects of COVID-19 beliefs. PLOS ONE, 17(1), e0263022. | link |
|
| meyer_2022_covid_beliefs | COVID-19 beliefs (Clark et al. 2020): information seeking (10), invulnerability (5), disruption (4), health importance (3), response effectiveness (5); 27 items, 0-4, 23,150 users of the Praditus assessment platform (ages 13-93, mostly French, US, German, Italian, Mexican, Spanish), 2020; cov_gender, cov_age, cov_nationality, cov_work_experience. (CC BY 4.0) Meyer, N., Niemand, T., Davila, A., & Kraus, S. (2022). Biting the bullet: When self-efficacy mediates the stressful effects of COVID-19 beliefs. PLOS ONE, 17(1), e0263022. | link |
|
| meyer_2022_covid_selfeff | COVID-19 self-efficacy, 3 items, 0-4, 23,150 users of the Praditus assessment platform (ages 13-93, mostly French, US, German, Italian, Mexican, Spanish), 2020; cov_gender, cov_age, cov_nationality, cov_work_experience. (CC BY 4.0) Meyer, N., Niemand, T., Davila, A., & Kraus, S. (2022). Biting the bullet: When self-efficacy mediates the stressful effects of COVID-19 beliefs. PLOS ONE, 17(1), e0263022. | link |
|
| meyer_2022_pss10 | Perceived Stress Scale-10 (PSS-10), 10 items, 0-4, 23,150 users of the Praditus assessment platform (ages 13-93, mostly French, US, German, Italian, Mexican, Spanish), 2020; cov_gender, cov_age, cov_nationality, cov_work_experience. (CC BY 4.0) Meyer, N., Niemand, T., Davila, A., & Kraus, S. (2022). Biting the bullet: When self-efficacy mediates the stressful effects of COVID-19 beliefs. PLOS ONE, 17(1), e0263022. | link |
|
| mfq_adolescent_athletes | Mood and Feelings Questionnaire (MFQ) data for Canadian adolescent athletes aged 13-18 (CC0 1.0) Reference: Renton, T. (2016). Investigating Symptoms of Concussion and Depression in Adolescent Athletes Devoid of a Recent Concussion Injury. Master of Science thesis, Rehabilitation Sciences Institute, University of Toronto. https://utoronto.scholaris.ca/server/api/core/bitstreams/224f8380-df43-4dca-8ef5-e47d56930765/content | link |
|
| mft_validationandreplication | Moral Foundations Questionnairre (CC BY 4.0) Zakharin, M., & Bates, T. C. (2023). Moral Foundations Theory: Validation and replication of the MFQ-2. Personality and Individual Differences, 214, 112339. | link |
|
| mgkt | Multifactor General Knowledge Test (CC BY 4.0) Multifactor General Knowledge Test. (n.d.). https://openpsychometrics.org/tests/MGKT2/ | link |
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| mgkt_options | Option-level companion of mgkt (Multifactor General Knowledge Test): each of 32 multi-select questions (10 options, 5 correct) unfolded into one binary row per person x option; item = Q |
link |
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| mhscdc_fried_2020_anger | EMA Anger Scale (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_conscientiousness | EMA Conscientiousness Scale (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_dass | DASS-21 (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_ema | Ecological Momentary Assessment(EMA) (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_loneliness | 8-item revised UCLA loneliness scale (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_mindfullness | EMA Mindfulness Scale (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_motivation | EMA Motivation Scale (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_procrastination | EMA Procrastination scale (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_ps | 10-item Perceived Stress Scale (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_se | EMA Self-Efficacy Scale (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_smartphone | EMA Smartphone Scale (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| mhscdc_fried_2020_tired | EMA Tiredness Scale (CC BY 4.0) Fried, E. I., & Epskamp, S. (2022, May 7). Mental Health and Social Contact During the COVID-19 Pandemic: An Ecological Momentary Assessment Study. https://doi.org/10.17605/OSF.IO/MVDPE | link |
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| miedema_2023_ecs40 | 40-item Economic Coercion Scale item pool (binary Yes/No), Bangladesh field survey, n=930 (CC BY 4.0) Miedema SS, et al (2023). Development and validation of the Economic Coercion Scale-20 (ECS-20): A short-form of the ECS-36. PLOS ONE. | link |
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| mifsud_2023_pvq_rr | Portrait Values Questionnaire-Revised, 57 portraits (19 values), 1-5. 251 Prolific participants aged 18-31 resident in OECD countries. Covariates: age, gender, nationality. (CC BY 4.0) Mifsud C, Sammut G (2023) Worldviews and the role of social values that underlie them. PLoS ONE 18(7): e0288451. https://doi.org/10.1371/journal.pone.0288451 | link |
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| mifsud_2023_worldviews | Worldview vignettes (localised, pragmatist, orthodox, reward, survivor), 5 items, applies to me 1-5. 251 Prolific participants aged 18-31 resident in OECD countries. Covariates: age, gender, nationality. (CC BY 4.0) Mifsud C, Sammut G (2023) Worldviews and the role of social values that underlie them. PLoS ONE 18(7): e0288451. https://doi.org/10.1371/journal.pone.0288451 | link |
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| mikkelborg_2025_primary_lucid1 conjoint · source = "conj" |
Democratic congressional primary candidate conjoint (Lucid study 1): 469 white Democrats (Lucid, 2022) each chose between one Black and one White hypothetical candidate differing in race, age, job, political experience, endorsement and positions on healthcare, fossil fuels and reparations. Outcomes: vote choice plus eight 0-1 ratings of each candidate (favourability, perceived ideology, six trait descriptions). (CC0 1.0) Mikkelborg, A. C. (2025). White Democrats' growing support for Black politicians in the era of the "Great Awokening." American Political Science Review. | link |
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| mikkelborg_2025_primary_lucid2 conjoint · source = "conj" |
Democratic congressional primary candidate conjoint (Lucid study 2): 1,999 white respondents (Lucid, 2023; 1,852 Democrats) each chose between one Black and one White hypothetical candidate differing in race, age, job, political experience, endorsement and either policy positions or self-described ideology (between-subject versions in trial_version). Outcomes: vote choice plus six 0-1 trait ratings of each candidate. (CC0 1.0) Mikkelborg, A. C. (2025). White Democrats' growing support for Black politicians in the era of the "Great Awokening." American Political Science Review. | link |
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| mikkelborg_2025_primary_lucid3 conjoint · source = "conj" |
Democratic congressional primary candidate conjoint (Lucid study 3): 272 white respondents (Lucid, 2023) each chose between one Black and one White hypothetical candidate differing in race, age, job, political experience, endorsement and self-described ideology. Outcomes: vote choice. (CC0 1.0) Mikkelborg, A. C. (2025). White Democrats' growing support for Black politicians in the era of the "Great Awokening." American Political Science Review. | link |
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| mikkelborg_2025_primary_lucid4 conjoint · source = "conj" |
Democratic congressional primary candidate conjoint (Lucid study 4): 153 white respondents (Lucid, 2023) each chose between one Black and one White hypothetical candidate differing in race, gender, age, job, political experience, endorsement and positions on fossil fuels, healthcare and reparations. Outcomes: vote choice. (CC0 1.0) Mikkelborg, A. C. (2025). White Democrats' growing support for Black politicians in the era of the "Great Awokening." American Political Science Review. | link |
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| milavic_2019_psisysf | Psychological Skills Inventory for Sports, Youth Version-Short Form (PSIS-Y-SF, 18 items, 1-5), young athletes, N=304. (CC BY 4.0) Milavic B, Padulo J, Grgantov Z, Milic M, Mannarini S, Manzoni GM, Ardigo LP, Rossi A (2019). Development and factorial validity of the Psychological Skills Inventory for Sports, Youth Version - Short Form: Assessment of the psychometric properties. PLOS ONE 14(8):e0220930. | link |
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| miller_2022_blame_crisis conjoint · source = "conj" |
845 US MTurk respondents each read three stylized crisis vignettes (bridge collapse, budget shortfall, heat wave) about an elected executive, with randomized executive response (control, blame claim, blame deflect), crisis severity (low, moderate, high) and executive party relative to the respondent. Outcomes: approval of handling and vote likelihood, both 1-4. (CC0 1.0) Miller, D. R., & Reeves, A. (2022). Pass the buck or the buck stops here? The public costs of claiming and deflecting blame in managing crises. Journal of Public Policy, 42(1), 63-91. | link |
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| miller_2022_lobbyist_access conjoint · source = "conj" |
US lobbyists sampled from Lobbying Disclosure Act reports (n = 670) chose which of two members of Congress was the more attractive target for access and rated interest in meeting each (1-5), in 2 policy scenarios, with randomized party, district support, seniority, position, committee membership and leadership, margin of victory, PAC donation and cosponsorship. (CC0 1.0) Miller, D. R. (2022). On whose door to knock? Organized interests' strategic pursuit of access to members of Congress. Legislative Studies Quarterly, 47(1), 157-192. | link |
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| miller_2024_backsliding_travel conjoint · source = "conj" |
US adults (Lucid, December 2022, n=2,076) chose among three hypothetical US vacation destinations (temperature, attractions, travel time, 2020 state election result, recent state news incl. democratic backsliding laws, community type) and rated interest in each; 10 tasks, with a 'none' option. (CC0 1.0) Miller, D. R., & Smith, S. D. (2024). (Small D-democratic) vacation, all I ever wanted? The effect of democratic backsliding on leisure travel in the American states. Journal of Experimental Political Science, 12, 99-109. | link |
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| miller_2024_news_selection conjoint · source = "conj" |
US MTurk workers (2021; 1,815 respondents) chose which of two news articles (headline and source: Fox News, MSNBC, USA Today) they would prefer to read over 12 pairs, randomly assigned to a forced-choice arm or an arm allowing 'Neither', then answered one repeated pair in the other format; a replication of Mummolo (2016). (CC0 1.0) Miller, D. R., & Ziegler, J. (2024). Preferential abstention in conjoint experiments. Research & Politics, 11(4). | link |
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| miller_2024_scandal_candidates conjoint · source = "conj" |
US MTurk workers (2021; 2,255 respondents) chose between and rated 6 pairs of hypothetical congressional candidates varying party, recent news (scandal or praise) and, depending on a randomized information environment, up to 8 further characteristics; respondents were assigned to a forced-choice arm or an arm allowing 'neither', and repeated task 1 in the other format; a replication of Funck & McCabe (2022). (CC0 1.0) Miller, D. R., & Ziegler, J. (2024). Preferential abstention in conjoint experiments. Research & Politics, 11(4). | link |
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| miller_2026_backsliding_jobs conjoint · source = "conj" |
US job seekers (n = 885) compared pairs of hypothetical state-government jobs (3 pairs each) described by governing party, elite polarization, salary, workforce size, location and a backsliding or other state-government action; they chose the preferred job and rated each job 1-7. (CC0 1.0) Miller, S. M., & Gilad, S. (2026). Democratic backsliding, elite polarization, and job seekers' pursuit of government employment. Regulation & Governance. | link |
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| milson_2026_body_satisfaction | 6-item body satisfaction scale, 1-9. 904 respondents x 6 items = 5424 responses. (CC BY 4.0) Milson, R. (2026). The Role of Self-Esteem in the Relationship Between Problematic Social Media Use and Body Satisfaction [Data set]. York St John University. https://doi.org/10.25421/yorksj.32113705 | link |
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| milson_2026_self_esteem | 10 Rosenberg Self-Esteem Scale items, 1-4, sexual and gender minority young adults. 904 respondents x 10 items = 9040 responses. (CC BY 4.0) Milson, R. (2026). The Role of Self-Esteem in the Relationship Between Problematic Social Media Use and Body Satisfaction [Data set]. York St John University. https://doi.org/10.25421/yorksj.32113705 | link |
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| milson_2026_social_media_use | 9-item problematic social media use scale, 0-4. 904 respondents x 9 items = 8136 responses. (CC BY 4.0) Milson, R. (2026). The Role of Self-Esteem in the Relationship Between Problematic Social Media Use and Body Satisfaction [Data set]. York St John University. https://doi.org/10.25421/yorksj.32113705 | link |
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| mindfulness_assessment | Responses to the Kentucky Inventory of Mindfulness Skills Assessment, which asks participants to rate how much they agree with certain statements about self-care and mindfulness practice (CC BY 4.0) Baer, R. A., Smith G. T., Allen, K. B. Kentucky Inventory of Mindful Skills [dataset and codebook]. http://openpsychometrics.org/_rawdata/KIMS.zip///Baer, R. A., Smith G. T., Allen, K. B. (2004). Assessment of mindfulness by self-report: The Kentucky Inventory of Mindfulness Skills. Assessment, 11, 191-206. | link |
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| mironshatz_2015_child_wishes | What the respondent wishes most for their child or grandchild, rating cheerful, friendly, polite and intelligent 1-4. Responses from 810 adults across four sites (Columbus OH, France, Denmark, Austin TX). (CC BY 4.0) Miron-Shatz, T.; Bhargave, R.; Doniger, G.M. (2015). Milestone Age Affects the Role of Health and Emotions in Life Satisfaction: A Preliminary Inquiry. PLOS ONE, 10(8), e0133254. https://doi.org/10.1371/journal.pone.0133254 | link |
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| mironshatz_2015_day_type_affect | Happy, tired and tense/stressed rated 0-6 for each of four day types (typical working weekday, non-working weekday, Sunday, Saturday), 12 items. Sparse by design: the working-weekday items were asked only of respondents in work. Responses from 810 adults across four sites (Columbus OH, France, Denmark, Austin TX). (CC BY 4.0) Miron-Shatz, T.; Bhargave, R.; Doniger, G.M. (2015). Milestone Age Affects the Role of Health and Emotions in Life Satisfaction: A Preliminary Inquiry. PLOS ONE, 10(8), e0133254. https://doi.org/10.1371/journal.pone.0133254 | link |
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| mironshatz_2015_happiness_beliefs | Seven statements about the nature of happiness (whether it is difficult to reach, reachable only through love, tied to sharing meals with loved ones, and so on), each rated 1-4. Responses from 810 adults across four sites (Columbus OH, France, Denmark, Austin TX). (CC BY 4.0) Miron-Shatz, T.; Bhargave, R.; Doniger, G.M. (2015). Milestone Age Affects the Role of Health and Emotions in Life Satisfaction: A Preliminary Inquiry. PLOS ONE, 10(8), e0133254. https://doi.org/10.1371/journal.pone.0133254 | link |
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| mironshatz_2015_mood_yesterday | Overall feeling yesterday: 10 mood adjectives (impatient, competent, tense, happy, depressed, interested, affectionate, calm, irritated, tired) each rated 0-6. Duration-weighted recodes of the same adjectives are excluded as composites. Responses from 810 adults across four sites (Columbus OH, France, Denmark, Austin TX). (CC BY 4.0) Miron-Shatz, T.; Bhargave, R.; Doniger, G.M. (2015). Milestone Age Affects the Role of Health and Emotions in Life Satisfaction: A Preliminary Inquiry. PLOS ONE, 10(8), e0133254. https://doi.org/10.1371/journal.pone.0133254 | link |
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| mironshatz_2015_paired_comparison | Six binary self-ratings against 'most people' (anxious, healthy, reliable and responsible, happy, lucky in life, drives better on the road), coded 0/1. Responses from 810 adults across four sites (Columbus OH, France, Denmark, Austin TX). (CC BY 4.0) Miron-Shatz, T.; Bhargave, R.; Doniger, G.M. (2015). Milestone Age Affects the Role of Health and Emotions in Life Satisfaction: A Preliminary Inquiry. PLOS ONE, 10(8), e0133254. https://doi.org/10.1371/journal.pone.0133254 | link |
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| mironshatz_2015_self_description | Self-description on 12 adjectives (enthusiastic, optimistic, laughs easily, pessimistic, worrier, depressed, often angry, often tense and others), each rated -3 to 3. The pos_self/neg_self averages are excluded as composites. Responses from 810 adults across four sites (Columbus OH, France, Denmark, Austin TX). (CC BY 4.0) Miron-Shatz, T.; Bhargave, R.; Doniger, G.M. (2015). Milestone Age Affects the Role of Health and Emotions in Life Satisfaction: A Preliminary Inquiry. PLOS ONE, 10(8), e0133254. https://doi.org/10.1371/journal.pone.0133254 | link |
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| mironshatz_2015_sources_of_joy | 33 life domains (work, children, friends, financial security, nature, sex, health, travel, art and others) each rated 1-3 as a source of joy. Responses from 810 adults across four sites (Columbus OH, France, Denmark, Austin TX). (CC BY 4.0) Miron-Shatz, T.; Bhargave, R.; Doniger, G.M. (2015). Milestone Age Affects the Role of Health and Emotions in Life Satisfaction: A Preliminary Inquiry. PLOS ONE, 10(8), e0133254. https://doi.org/10.1371/journal.pone.0133254 | link |
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| mironshatz_2015_sources_of_pain | 33 life domains each rated 1-3 as a source of pain. Not the same 33 domains as the joy list: this one includes the politics of the country and hobbies around house & garden where the joy list has creative hobbies, home improvement and future career, so the two are separate tables rather than one merged on an assumed correspondence. Responses from 810 adults across four sites (Columbus OH, France, Denmark, Austin TX). (CC BY 4.0) Miron-Shatz, T.; Bhargave, R.; Doniger, G.M. (2015). Milestone Age Affects the Role of Health and Emotions in Life Satisfaction: A Preliminary Inquiry. PLOS ONE, 10(8), e0133254. https://doi.org/10.1371/journal.pone.0133254 | link |
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| mironshatz_2015_swls | Satisfaction With Life Scale (Diener), 5 items rated 1-7, from a study of how the role of health and emotions in life satisfaction changes at milestone ages. Responses from 810 adults across four sites (Columbus OH, France, Denmark, Austin TX). (CC BY 4.0) Miron-Shatz, T.; Bhargave, R.; Doniger, G.M. (2015). Milestone Age Affects the Role of Health and Emotions in Life Satisfaction: A Preliminary Inquiry. PLOS ONE, 10(8), e0133254. https://doi.org/10.1371/journal.pone.0133254 | link |
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| mirt_ggum simulated · source = "sim" |
Data simulated from mirt (CC0 1.0) Chalmers, R. P. (2012). mirt: A multidimensional item response theory package for the R environment. Journal of statistical Software, 48, 1-29. | link |
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| mirt_mixed simulated · source = "sim" |
Data simulated from mirt (CC0 1.0) Chalmers, R. P. (2012). mirt: A multidimensional item response theory package for the R environment. Journal of statistical Software, 48, 1-29. | link |
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| mirt_nonlin simulated · source = "sim" |
Data simulated from mirt (CC0 1.0) Chalmers, R. P. (2012). mirt: A multidimensional item response theory package for the R environment. Journal of statistical Software, 48, 1-29. | link |
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| missbach_2015_orto15 | ORTO-15 orthorexia questionnaire (Donini et al. 2005), German version, 15 items, 1 always / 2 often / 3 sometimes / 4 never, as deposited (ORTO-15 scoring keys items in both directions; nothing re-keyed). 1,029 German-speaking adults, online survey. Covariates: sex, age, BMI, vegan/vegetarian/mixed diet. (CC BY 4.0) Missbach B, Hinterbuchinger B, Dreiseitl V, Zellhofer S, Kurz C, König J (2015). When eating right, is measured wrong! A validation and critical examination of the ORTO-15 questionnaire in German. PLOS ONE 10(8): e0135772. | link |
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| mistry_2022_hardship | 8-item COVID-19-era hardship/concern battery, Bangladeshi older adults, two repeated cross-sectional survey rounds (CC BY 4.0) Mistry SK et al. (2022). Changes in loneliness prevalence and its associated factors among Bangladeshi older adults during the COVID-19 pandemic. PLOS ONE. | link |
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| miwa_2021_ideological_labels conjoint · source = "conj" |
Japanese online respondents (n = 1,504) saw 3 pairs of hypothetical candidates described by agree/neither/disagree positions on 8 policy issues and, depending on a randomized label arm, picked the more right-wing or the more left-wing candidate and placed each on a 1-10 left-right scale. (CC0 1.0) Miwa, H., Arami, R., & Taniguchi, M. (2023). Detecting voter understanding of ideological labels using a conjoint experiment. Political Behavior, 45(2). | link |
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| miwa_2023_dynastic_candidates conjoint · source = "conj" |
Japanese voters (Rakuten Insight online panel, 2020) rated the favourability of 20 single hypothetical Diet candidates each (10 for a House of Representatives and 10 for a House of Councillors election), with candidates varying legacy (dynastic) status, gender, age, education, occupation, hometown, experience and party. 1,126 respondents; 1-8 rating. (CC0 1.0) Miwa, H., Kasuya, Y., & Ono, Y. (2023). Voters' perceptions and evaluations of dynastic politics in Japan. Asian Journal of Comparative Politics, 8(3), 671-688. | link |
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| miwa_2023_policy_positions conjoint · source = "conj" |
2,236 Japanese adults (online quota sample, 2022) rated 15 pairs of hypothetical candidates described by their positions on ten 2021-election policy issues (constitution, counter-strike capability, public works, consumption tax, corporate tax, separate surnames, same-sex marriage, nuclear power, lockdown law, COVID priority). Outcome: likelihood of voting for each candidate, 6-point scale. (CC0 1.0) Miwa, H. (2023). 2021 nen sosenkyo ni okeru yukensha no seisaku senko oyobi soten no juyodo to toohyo [Voters' policy preferences, issue importance and vote in the 2021 general election]. Senkyo Kenkyu [Japanese Journal of Electoral Studies], 38(2), 48-62. | link |
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| miwa_2024_populist_pilot1 conjoint · source = "conj" |
406 Japanese online (Lucid) respondents each saw 4 pairs of hypothetical House of Representatives candidates (occupation, Diet experience, education, age, gender, party, relatives in politics) and rated each candidate's perceived anti-elitism and people-centrism (1-6); pilot 1 for Study 2, with a randomly assigned 'special note' per candidate in one arm. (CC0 1.0) Miwa, H. (2024). Why voters prefer politicians with particular personal attributes: The role of voter demand for populists. Political Studies, 73(2), 725-752. | link |
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| miwa_2024_populist_pilot2 conjoint · source = "conj" |
432 Japanese online (Lucid) respondents each saw 4 pairs of hypothetical House of Representatives candidates (occupation, Diet experience, education, age, gender, party, relatives in politics) and rated each candidate's perceived anti-elitism and people-centrism (1-6); pilot 2 for Study 2, with a randomly assigned 'special note' per candidate in one arm. (CC0 1.0) Miwa, H. (2024). Why voters prefer politicians with particular personal attributes: The role of voter demand for populists. Political Studies, 73(2), 725-752. | link |
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| miwa_2024_populist_pilot3 conjoint · source = "conj" |
410 Japanese online (Lucid) respondents each saw 4 pairs of hypothetical House of Representatives candidates (occupation, Diet experience, education, age, gender, party, relatives in politics) and rated each candidate's perceived anti-elitism and people-centrism (1-6); pilot 3 for Study 2, with a randomly assigned 'special note' per candidate in one arm. (CC0 1.0) Miwa, H. (2024). Why voters prefer politicians with particular personal attributes: The role of voter demand for populists. Political Studies, 73(2), 725-752. | link |
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| miwa_2024_populist_study1 conjoint · source = "conj" |
1000 Japanese online (Lucid) respondents each saw 5 pairs of hypothetical House of Representatives candidates (occupation, Diet experience, education, age, gender, party, relatives in politics) and rated each candidate's perceived anti-elitism and people-centrism (1-6); arms with and without party affiliation shown. (CC0 1.0) Miwa, H. (2024). Why voters prefer politicians with particular personal attributes: The role of voter demand for populists. Political Studies, 73(2), 725-752. | link |
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| miwa_2024_populist_study2 conjoint · source = "conj" |
3636 Japanese online (Lucid) respondents each saw 2 pairs of hypothetical House of Representatives candidates (occupation, Diet experience, education, age, gender, party, relatives in politics) and rated each candidate's desirability as a member of the House of Representatives (1-6); in one arm each candidate also had a randomly assigned 'special note' on populist or elitist conduct. (CC0 1.0) Miwa, H. (2024). Why voters prefer politicians with particular personal attributes: The role of voter demand for populists. Political Studies, 73(2), 725-752. | link |
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| ml_harper_2015 | Movie ratings (movie=id; MovieLens 32M) (Custom) F. Maxwell Harper and Joseph A. Konstan. 2015. The MovieLens Datasets: History and Context. ACM Transactions on Interactive Intelligent Systems (TiiS) 5, 4: 19:1–19:19. https://doi.org/10.1145/2827872 | link |
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| mlb_through2023 competitions · source = "comp" |
MLB from 1870s through 2023 (MIT) NA | link |
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| mo_2026_sft_attitude | Attitude toward special-forces-style tourism (SFT), 4 items, five-point Likert. 526 Chinese Gen Z university students who had seen special-forces-style tourism short videos (online survey). Covariates: education, gender, major, travel, daily short-video use, posted travel videos, SFT experience, monthly expenses. (CC BY 4.0) Mo H, Wei M, Liu J (2026) Short-video content perceptions, intention, and self-reported behavior in special forces-style tourism: Evidence from Chinese generation Z university students. PLoS ONE 21(11): e0361990. https://doi.org/10.1371/journal.pone.0361990 | link |
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| mo_2026_sft_behavior | Self-reported SFT-related behavior, 4 items, five-point Likert. 526 Chinese Gen Z university students who had seen special-forces-style tourism short videos (online survey). Covariates: education, gender, major, travel, daily short-video use, posted travel videos, SFT experience, monthly expenses. (CC BY 4.0) Mo H, Wei M, Liu J (2026) Short-video content perceptions, intention, and self-reported behavior in special forces-style tourism: Evidence from Chinese generation Z university students. PLoS ONE 21(11): e0361990. https://doi.org/10.1371/journal.pone.0361990 | link |
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| mo_2026_sft_content_appeal | Perceived content appeal of SFT short videos, 4 items, five-point Likert. 526 Chinese Gen Z university students who had seen special-forces-style tourism short videos (online survey). Covariates: education, gender, major, travel, daily short-video use, posted travel videos, SFT experience, monthly expenses. (CC BY 4.0) Mo H, Wei M, Liu J (2026) Short-video content perceptions, intention, and self-reported behavior in special forces-style tourism: Evidence from Chinese generation Z university students. PLoS ONE 21(11): e0361990. https://doi.org/10.1371/journal.pone.0361990 | link |
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| mo_2026_sft_content_trust | Perceived content trustworthiness of SFT short videos, 4 items, five-point Likert. 526 Chinese Gen Z university students who had seen special-forces-style tourism short videos (online survey). Covariates: education, gender, major, travel, daily short-video use, posted travel videos, SFT experience, monthly expenses. (CC BY 4.0) Mo H, Wei M, Liu J (2026) Short-video content perceptions, intention, and self-reported behavior in special forces-style tourism: Evidence from Chinese generation Z university students. PLoS ONE 21(11): e0361990. https://doi.org/10.1371/journal.pone.0361990 | link |
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| mo_2026_sft_intention | Intention to engage in SFT, 4 items, five-point Likert. 526 Chinese Gen Z university students who had seen special-forces-style tourism short videos (online survey). Covariates: education, gender, major, travel, daily short-video use, posted travel videos, SFT experience, monthly expenses. (CC BY 4.0) Mo H, Wei M, Liu J (2026) Short-video content perceptions, intention, and self-reported behavior in special forces-style tourism: Evidence from Chinese generation Z university students. PLoS ONE 21(11): e0361990. https://doi.org/10.1371/journal.pone.0361990 | link |
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| mo_2026_sft_pbc | Perceived behavioral control over SFT, 4 items, five-point Likert. 526 Chinese Gen Z university students who had seen special-forces-style tourism short videos (online survey). Covariates: education, gender, major, travel, daily short-video use, posted travel videos, SFT experience, monthly expenses. (CC BY 4.0) Mo H, Wei M, Liu J (2026) Short-video content perceptions, intention, and self-reported behavior in special forces-style tourism: Evidence from Chinese generation Z university students. PLoS ONE 21(11): e0361990. https://doi.org/10.1371/journal.pone.0361990 | link |
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| mo_2026_sft_platform_use | Short-video platform usage intensity, 4 items, five-point Likert. 526 Chinese Gen Z university students who had seen special-forces-style tourism short videos (online survey). Covariates: education, gender, major, travel, daily short-video use, posted travel videos, SFT experience, monthly expenses. (CC BY 4.0) Mo H, Wei M, Liu J (2026) Short-video content perceptions, intention, and self-reported behavior in special forces-style tourism: Evidence from Chinese generation Z university students. PLoS ONE 21(11): e0361990. https://doi.org/10.1371/journal.pone.0361990 | link |
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| mobility | Social mobility for women in Bangladesh (GPL-3.0) Huq, N. and Cleland, J. (1990) Bangladesh Fertility Survey, 1989. Dhaka: National Institute of Population Research and Training (NIPORT). | link |
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| modzelewska_2021_emo_neg | Current intensity of 10 negative emotions (automatic and reflective), 1-7, rated by 299 Polish adults at the start of the COVID-19 pandemic (CC BY 4.0) Modzelewska, A., & Imbir, K. K. (2021). Interoceptive awareness and beliefs about health and the body as predictors of the intensity of emotions experienced at the beginning of the pandemic. PeerJ, 9, e12542. | link |
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| modzelewska_2021_emo_pos | Current intensity of 10 positive emotions (automatic and reflective), 1-7, rated by 299 Polish adults at the start of the COVID-19 pandemic (CC BY 4.0) Modzelewska, A., & Imbir, K. K. (2021). Interoceptive awareness and beliefs about health and the body as predictors of the intensity of emotions experienced at the beginning of the pandemic. PeerJ, 9, e12542. | link |
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| modzelewska_2021_hbeliefs | Ten beliefs about health and the body in the epidemic context (1-5 agreement) from 299 Polish adults (CC BY 4.0) Modzelewska, A., & Imbir, K. K. (2021). Interoceptive awareness and beliefs about health and the body as predictors of the intensity of emotions experienced at the beginning of the pandemic. PeerJ, 9, e12542. | link |
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| modzelewska_2021_maia | Multidimensional Assessment of Interoceptive Awareness (MAIA, 32 items, 0-5), Polish version, from 299 Polish adults (CC BY 4.0) Modzelewska, A., & Imbir, K. K. (2021). Interoceptive awareness and beliefs about health and the body as predictors of the intensity of emotions experienced at the beginning of the pandemic. PeerJ, 9, e12542. | link |
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| moe2025_erq | ERQ (Emotion Regulation Questionnaire), 1-7 Likert; N=95, 10 items, Italian teachers (CC BY 4.0) Moè, A. (2025). Self-Compassion Curbs Adoption of Demotivating Teaching Styles: The Mediation of Cognitive Reappraisal. figshare. | link |
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| moe2025_scs | SCS (Self-Compassion Scale), 1-5 Likert; N=95, 26 items, Italian teachers (CC BY 4.0) Moè, A. (2025). Self-Compassion Curbs Adoption of Demotivating Teaching Styles: The Mediation of Cognitive Reappraisal. figshare. | link |
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| moe2025_sis | SIS (Situations in Schools scale), 1-7 Likert; N=95, 60 items (15 scenarios x 4 motivating-style sub-items), Italian teachers (CC BY 4.0) Moè, A. (2025). Self-Compassion Curbs Adoption of Demotivating Teaching Styles: The Mediation of Cognitive Reappraisal. figshare. | link |
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| moehlecke_2025_fdi conjoint · source = "conj" |
Brazilian online-panel respondents (June 2022; n=2,008) chose between two foreign-investment projects (firm size, origin, entry mode, sales destination, jobs, salaries, corruption and environmental record) in 6 tasks, once for the good of their state and once for themselves and their family. (CC0 1.0) Moehlecke, C., Fasolin, G. N., & Spektor, M. (2025). Beyond jobs: When citizens reject socially irresponsible foreign direct investment. International Studies Quarterly, 69(3), sqaf046. | link |
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| mohamed_2021_covid_attitude | COVID-19 attitudes, 5 yes/no items (hand washing, masks, isolation, social distancing, danger), 1 = yes, 0 = no. Sudanese adults (18+) answering an online Google Form shared via Facebook and WhatsApp, April 2020. N=982 after dropping five double submissions. (CC BY 4.0) Mohamed AAO, Elhassan EAM, Mohamed AO, Mohammed AA, Edris HA, Mahgoop MA, Sharif ME, Bashir MI, Abdelrahim RB, Idriss WI, Malik EM (2021). Knowledge, attitude and practice of the Sudanese people towards COVID-19: an online survey. BMC Public Health, 21, 274. https://doi.org/10.1186/s12889-021-10319-5 | link |
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| mohamed_2021_covid_practice | COVID-19 preventive practice, 6 items: own social distancing, hand washing, avoiding handshakes (binary, 1 = yes frequently) and family social distancing, hand washing, mask use (1 = yes frequently, 2 = yes sometimes, 3 = no). Sudanese adults (18+) answering an online Google Form shared via Facebook and WhatsApp, April 2020. N=982 after dropping five double submissions. (CC BY 4.0) Mohamed AAO, Elhassan EAM, Mohamed AO, Mohammed AA, Edris HA, Mahgoop MA, Sharif ME, Bashir MI, Abdelrahim RB, Idriss WI, Malik EM (2021). Knowledge, attitude and practice of the Sudanese people towards COVID-19: an online survey. BMC Public Health, 21, 274. https://doi.org/10.1186/s12889-021-10319-5 | link |
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| mohamed_2024_ppos | 18-item Patient-Practitioner Orientation Scale (1-6), medical students year2/year4 wave, n=143 (CC BY 4.0) Mohamed et al (2024). Evaluation of the effect of a communication skills course on medical students' attitude towards patient-centered care: a prospective study. PeerJ. | link |
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| mohammed_2021_job_satisfaction | Job satisfaction scale (5 items 5-pt scale) completed by health care professionals at two public hospitals in Dessie town Ethiopia (CC BY 4.0) Mohammed F, Sturm H, Kimatha J, et al (2021) Patient safety culture and associated factors among health care professionals at public hospitals in Dessie town, north east Ethiopia, 2019. PLoS ONE 16(2): e0245966 | link |
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| mohammed_2021_patient_safety_culture | Hospital Survey on Patient Safety Culture (HSOPSC 42 items 5-pt scale) completed by health care professionals at two public hospitals in Dessie town Ethiopia (CC BY 4.0) Mohammed F, Sturm H, Kimatha J, et al (2021) Patient safety culture and associated factors among health care professionals at public hospitals in Dessie town, north east Ethiopia, 2019. PLoS ONE 16(2): e0245966 | link |
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| mohr_2024_museum_visits conjoint · source = "conj" |
Respondents (n=386) chose which of two hypothetical art-museum visits they preferred, varying featured artist, exhibition description, event, program, ticket cost and location; 6 pairs each. (CC0 1.0) Mohr, Z., Olivares, A., & Piatak, J. (2024). Are public spaces welcoming to all? A conjoint experiment on cultural representation and inclusionary practices in museums. Public Administration, 102(3), 841-859. | link |
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| moise_2025_eu_defence conjoint · source = "conj" |
10,698 respondents in seven EU countries (July 2022) each evaluated two vignette scenarios varying Russian escalation, the US security commitment and the EU defence-capacity response (4x2x4), rating each on an 11-point scale (0-10). (CC0 1.0) Moise, A. D., Truchlewski, Z., & Oana, I.-E. (2025). Tilly versus Milward: Experimental evidence of public preferences for European defense amidst the Russian threat. Political Behavior, 47(3), 1015-1066. | link |
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| mojsa_kaja_2023_ais | Athens Insomnia Scale, 8 items, 0-3. 1,025 Polish men aged 18-35, web survey 2021 on the COVID-19 lockdown. Covariates: age, education, marital status, residence. (CC BY 4.0) Mojsa-Kaja J, Szklarczyk-Smolana K, Niedzielska-Andres E, Kurpinska A, Suraj-Prazmowska J, Walczak M (2023) COVID-19-related social isolation and symptoms of depression and anxiety in young men in Poland: Does insomnia mediate the relationship? PLoS ONE 18(5): e0285797. https://doi.org/10.1371/journal.pone.0285797 | link |
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| mojsa_kaja_2023_bdi2 | Beck Depression Inventory-II, 21 items, 0-3. 1,025 Polish men aged 18-35, web survey 2021 on the COVID-19 lockdown. Covariates: age, education, marital status, residence. (CC BY 4.0) Mojsa-Kaja J, Szklarczyk-Smolana K, Niedzielska-Andres E, Kurpinska A, Suraj-Prazmowska J, Walczak M (2023) COVID-19-related social isolation and symptoms of depression and anxiety in young men in Poland: Does insomnia mediate the relationship? PLoS ONE 18(5): e0285797. https://doi.org/10.1371/journal.pone.0285797 | link |
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| mojsa_kaja_2023_stai_s | State-Trait Anxiety Inventory, state form, 20 items 1-4 as answered (the deposit's reversed copies of the 10 anxiety-absent items not used). 1,025 Polish men aged 18-35, web survey 2021 on the COVID-19 lockdown. Covariates: age, education, marital status, residence. (CC BY 4.0) Mojsa-Kaja J, Szklarczyk-Smolana K, Niedzielska-Andres E, Kurpinska A, Suraj-Prazmowska J, Walczak M (2023) COVID-19-related social isolation and symptoms of depression and anxiety in young men in Poland: Does insomnia mediate the relationship? PLoS ONE 18(5): e0285797. https://doi.org/10.1371/journal.pone.0285797 | link |
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| molin_2026_vacation_positional conjoint · source = "conj" |
Context-dependent choice experiment on vacation destinations: 159 online respondents (Nov 2020; 79 choosing for themselves, 80 for a family member) chose between two hypothetical vacations described by destination (own preference rank), travel cost and travel time, given the rank of the destination others chose; 18 sets each. (CC0 1.0) Molin, E., Quesada, J., Yoo, S., & van Wee, B. (2026). Is vacation destination a positional good? European Journal of Transport and Infrastructure Research, 26(3). | link |
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| molino_2018_d5_scale | D5 scale (unlabeled construct), Italian adults, 8 items, N=658 (CC BY 4.0) Molino, M., et al. (2018). Personality and social support as determinants of entrepreneurial intention. Gender differences in Italy. PLOS ONE. | link |
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| molino_2018_d6_scale | D6 scale (unlabeled construct), Italian adults, 34 items, N=658 (CC BY 4.0) Molino, M., et al. (2018). Personality and social support as determinants of entrepreneurial intention. Gender differences in Italy. PLOS ONE. | link |
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| mon_2024_covid_democracy conjoint · source = "conj" |
756 respondents in Myanmar (June 2022) each chose between 5 pairs of hypothetical 2023 scenarios varying the COVID-19 situation, vaccine availability, access to medical services, and whether elections are restored. (CC0 1.0) Mon, S. O., & Yamada, K. (2024). Do pandemics reduce support for democracy? A survey experiment in Myanmar. Japanese Journal of Political Science, 25(3), 140-161. | link |
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| mondino_2023_snore | SNoRE sleep questionnaire, 7 owner-rated items on 1-10 scales (higher = more sleep disturbance), for 194 companion dogs (the paper's confirmatory sample, ages 0.4-17 years). Covariate: dog age. (CC BY 4.0) Mondino A, Ludwig C, Menchaca C, Russell K, Simon KE, Griffith E, Kis A, Lascelles BDX, et al. (2023). Development and validation of a sleep questionnaire, SNoRE 3.0, to evaluate sleep in companion dogs. Scientific Reports 13:13340. https://doi.org/10.1038/s41598-023-40048-1 | link |
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| monier_2026_pot | 7-item Passage-of-Time judgment battery (subjective speed of time passing, rated for present/week/month/year/5-years-ago/now-vs-before/aging), 7-point scale. N=107, same sample as monier_2026_sti. (CC BY 4.0) Monier F, Droit-Volet S, Dambrun M, Monceau S, Delaby L, Rieu I, et al. (2026) Parkinson's disease and awareness of the passage of time: Perceived health, emotion, and self-transcendence. PLoS One 21(7):e0352176. | link |
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| monier_2026_sti | 10-item French Self-Transcendence Inventory (STI1-STI10), 7-point scale. N=105 (Parkinson's disease patients and healthy controls). (CC BY 4.0) Monier F, Droit-Volet S, Dambrun M, Monceau S, Delaby L, Rieu I, et al. (2026) Parkinson's disease and awareness of the passage of time: Perceived health, emotion, and self-transcendence. PLoS One 21(7):e0352176. | link |
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| montal_2024_journal_choice conjoint · source = "conj" |
445 international-relations scholars based in Latin America each chose between two hypothetical journals to submit to in 3 tasks (8 attributes: methods relevance, audience, editorial location, response time, colleagues published, Scimago indexing, language, acceptance rate). (CC0 1.0) Montal, F., Yamin, P., & Pauselli, G. (2024). A matter of journal choice: A conjoint experiment on submission choices of Latin American IR scholars. International Studies Perspectives, 25(3), 407-424. | link |
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| montana_blasco_2026_ai_literacy | SMARS 2024 (Spanish adolescents 12-18): AI literacy agreement items, 6 items, 1-5; N = 1,043; cov_gender, cov_age, cov_municipality_size, cov_education, cov_region. (CC BY 4.0) Montaña-Blasco, M., & Jiménez-Morales, M. (2026). Dataset on Adolescent Digital Engagement and Well-being Patterns Among Spanish Youth (SMARS, 2024) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32626206.v2 | link |
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| montana_blasco_2026_content_freq | SMARS 2024 (Spanish adolescents 12-18): frequency of viewing 20 content types, 20 items, 1-5; N = 1,043; cov_gender, cov_age, cov_municipality_size, cov_education, cov_region. (CC BY 4.0) Montaña-Blasco, M., & Jiménez-Morales, M. (2026). Dataset on Adolescent Digital Engagement and Well-being Patterns Among Spanish Youth (SMARS, 2024) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32626206.v2 | link |
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| montana_blasco_2026_coping | SMARS 2024 (Spanish adolescents 12-18): coping with negative feelings, 25 items, 1-5; N = 1,043; cov_gender, cov_age, cov_municipality_size, cov_education, cov_region. (CC BY 4.0) Montaña-Blasco, M., & Jiménez-Morales, M. (2026). Dataset on Adolescent Digital Engagement and Well-being Patterns Among Spanish Youth (SMARS, 2024) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32626206.v2 | link |
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| montana_blasco_2026_digital_skills | SMARS 2024 (Spanish adolescents 12-18): digital skills self-assessment, 18 items, 1-5; N = 1,043; cov_gender, cov_age, cov_municipality_size, cov_education, cov_region. (CC BY 4.0) Montaña-Blasco, M., & Jiménez-Morales, M. (2026). Dataset on Adolescent Digital Engagement and Well-being Patterns Among Spanish Youth (SMARS, 2024) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32626206.v2 | link |
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| montana_blasco_2026_mh_statements | SMARS 2024 (Spanish adolescents 12-18): mental-health true/false statements (1 true, 2 false as stored), 12 items, 1-2; N = 1,043; cov_gender, cov_age, cov_municipality_size, cov_education, cov_region. (CC BY 4.0) Montaña-Blasco, M., & Jiménez-Morales, M. (2026). Dataset on Adolescent Digital Engagement and Well-being Patterns Among Spanish Youth (SMARS, 2024) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32626206.v2 | link |
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| montana_blasco_2026_mi_attitudes | SMARS 2024 (Spanish adolescents 12-18): attitudes toward people with mental illness, 9 items, 1-5; N = 1,043; cov_gender, cov_age, cov_municipality_size, cov_education, cov_region. (CC BY 4.0) Montaña-Blasco, M., & Jiménez-Morales, M. (2026). Dataset on Adolescent Digital Engagement and Well-being Patterns Among Spanish Youth (SMARS, 2024) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32626206.v2 | link |
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| montana_blasco_2026_sm_impact | SMARS 2024 (Spanish adolescents 12-18): perceived impact of social media on well-being and social skills, 9 items, 1-5; N = 1,043; cov_gender, cov_age, cov_municipality_size, cov_education, cov_region. (CC BY 4.0) Montaña-Blasco, M., & Jiménez-Morales, M. (2026). Dataset on Adolescent Digital Engagement and Well-being Patterns Among Spanish Youth (SMARS, 2024) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32626206.v2 | link |
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| montana_blasco_2026_tiktok_wellbeing | SMARS 2024 (Spanish adolescents 12-18): Digital Well-being on TikTok Scale (TikTok users), 13 items, 1-5; N = 737; cov_gender, cov_age, cov_municipality_size, cov_education, cov_region. (CC BY 4.0) Montaña-Blasco, M., & Jiménez-Morales, M. (2026). Dataset on Adolescent Digital Engagement and Well-being Patterns Among Spanish Youth (SMARS, 2024) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32626206.v2 | link |
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| montenegro_villarreal_2026_utaut | 13 adapted UTAUT items (1-5): PE1-3, EE1-4, SI1-3, BI1-3; N = 309 Ecuadorian engineering students; cov_semester, cov_gender, cov_age, cov_device, cov_internet. (CC BY 4.0) Montenegro Villarreal, J. A., & Mantilla Hidalgo, M. (2026). Digital Competence Is Indirectly Associated with Technology Acceptance: A UTAUT-IKANOS Structural Equation Model in Engineering Students [data]. Zenodo. https://doi.org/10.5281/zenodo.21566065 | link |
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| moon_2023_coping_emotion | Coping styles scale, emotion-focused subscale (10 items), married immigrant pregnant women in Korea (CC BY 4.0) Moon SH, Kim M (2023). Multiple mediation effect of coping styles and self-esteem in the relationship between spousal support and pregnancy stress of married immigrant pregnant women. PeerJ. | link |
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| moon_2023_coping_problem | Coping styles scale, problem-focused subscale (8 items), married immigrant pregnant women in Korea (CC BY 4.0) Moon SH, Kim M (2023). Multiple mediation effect of coping styles and self-esteem in the relationship between spousal support and pregnancy stress of married immigrant pregnant women. PeerJ. | link |
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| moon_2023_korean_proficiency | Korean communication ability, 4 items, married immigrant pregnant women in Korea (CC BY 4.0) Moon SH, Kim M (2023). Multiple mediation effect of coping styles and self-esteem in the relationship between spousal support and pregnancy stress of married immigrant pregnant women. PeerJ. | link |
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| moon_2023_pregnancy_stress | Pregnancy stress scale, 11 items (Prenatal Psychosocial Profile), married immigrant pregnant women in Korea (CC BY 4.0) Moon SH, Kim M (2023). Multiple mediation effect of coping styles and self-esteem in the relationship between spousal support and pregnancy stress of married immigrant pregnant women. PeerJ. | link |
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| moon_2023_selfesteem | Self-esteem scale, 11 items (Prenatal Psychosocial Profile), married immigrant pregnant women in Korea (CC BY 4.0) Moon SH, Kim M (2023). Multiple mediation effect of coping styles and self-esteem in the relationship between spousal support and pregnancy stress of married immigrant pregnant women. PeerJ. | link |
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| moon_2023_spousal_support | Spousal support scale, 11 items (Prenatal Psychosocial Profile), married immigrant pregnant women in Korea (CC BY 4.0) Moon SH, Kim M (2023). Multiple mediation effect of coping styles and self-esteem in the relationship between spousal support and pregnancy stress of married immigrant pregnant women. PeerJ. | link |
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| moore_2016_bdi | Beck Depression Inventory-II (20 of 21 items; item 21, loss of libido, excluded from the study protocol), N=282 (CC BY 4.0) Moore AA, Neale MC, Silberg JL, Verhulst B (2016). Substance Use and Depression Symptomatology: Measurement Invariance of the Beck Depression Inventory (BDI-II) among Non-Users and Frequent-Users of Alcohol, Nicotine and Cannabis. PLOS ONE, 11(4), e0152118. https://doi.org/10.1371/journal.pone.0152118 | link |
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| moore_2023_ptgi | Post-Traumatic Growth Inventory short form (10 items), 1-6 as coded in the file, waves 2-5; 701 adults in California (Stanford WELL for Life), repeated surveys after the March 2020 shelter-in-place order (wave = the file's occasions t1-t5); cov_age, cov_gender, cov_income, cov_marital, cov_education, cov_race_5cat (codes, no codebook). (CC0 1.0) Moore, J. (2023). Benefit finding and well-being over the course of the COVID-19 pandemic [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GNIOTF | link |
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| moore_2023_well | Stanford WELL for Life survey items (19 items in the authors' CFA set), 1-5 (two items 1-6), waves 1-5; 701 adults in California (Stanford WELL for Life), repeated surveys after the March 2020 shelter-in-place order (wave = the file's occasions t1-t5); cov_age, cov_gender, cov_income, cov_marital, cov_education, cov_race_5cat (codes, no codebook). (CC0 1.0) Moore, J. (2023). Benefit finding and well-being over the course of the COVID-19 pandemic [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GNIOTF | link |
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| moore_2023_who5 | WHO-5 Well-Being Index, 5 items, 0-5, waves 1-5; 701 adults in California (Stanford WELL for Life), repeated surveys after the March 2020 shelter-in-place order (wave = the file's occasions t1-t5); cov_age, cov_gender, cov_income, cov_marital, cov_education, cov_race_5cat (codes, no codebook). (CC0 1.0) Moore, J. (2023). Benefit finding and well-being over the course of the COVID-19 pandemic [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/GNIOTF | link |
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| moral_absolutism_goyal_2025_dt | Deontological vs. Utilitarian Reasoning (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| moral_absolutism_goyal_2025_immorality | Perceived immorality of 11 issues (abortion, death penalty, euthanasia, hunting, marijuana, homosexuality, gun ownership, bribes, pesticide-contaminated food, refusing charity, old-age homes), 1-7 not at all to extremely immoral; Study 5 of Goyal et al. (2025). 200 respondents. (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| moral_absolutism_goyal_2025_mfq | Moral Foundation Questionnaire (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| moral_absolutism_goyal_2025_moral | Moral Absolutism (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| moral_absolutism_goyal_2025_mr | Moral Relativism (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| moral_absolutism_goyal_2025_mr_agree | Nine moral-absolutism statements (the absolutist poles of the Moral Relativism Questionnaire) rated 1-7 strongly disagree to strongly agree, under a between-subjects time-pressure manipulation (treat = 1 time pressure); Study 4 of Goyal et al. (2025). 251 respondents. (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| moral_absolutism_goyal_2025_nfc | Need For Closure (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| moral_absolutism_goyal_2025_nfc15 | Need for Closure, 15-item short form (Roets & Van Hiel), 1-5 strongly disagree to strongly agree; Study 6 of Goyal et al. (2025). 405 respondents. (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| moral_absolutism_goyal_2025_nfc41 | Need for Closure, 41-item revised form, 1-6 (some items stored reverse-labelled, as in the source); Study 3 of Goyal et al. (2025). 217 respondents. (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| moral_absolutism_goyal_2025_pp | Prevention-Promotion Regulatory Focus (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| moral_absolutism_goyal_2025_stance | Moral Stance (CC BY-NC 4.0) Goyal, N., De Gregori, L., Savani, K., & Liu, Y. (2025, July 9). Political Ideology and Moral Relativism Dataset Uploads. Retrieved from osf.io/qehna | link |
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| morales_2021_asmr15 | 15-item ASMR-15 checklist (1-5 Likert), n=177 (CC BY 4.0) Morales R, Ramirez-Benavides D, Villena-Gonzalez M (2021). Autonomous Sensory Meridian Response self-reporters showed higher scores for cognitive reappraisal as an emotion regulation strategy. PeerJ. | link |
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| morales_2021_erq | 10-item Emotion Regulation Questionnaire (ERQ, 1-7 Likert), ASMR study sample, n=177 (CC BY 4.0) Morales R, Ramirez-Benavides D, Villena-Gonzalez M (2021). Autonomous Sensory Meridian Response self-reporters showed higher scores for cognitive reappraisal as an emotion regulation strategy. PeerJ. | link |
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| morales_2025_ehealth_much | eHealth literacy (eHealth-Much), 21 items, 1 = strongly disagree to 5 = strongly agree. Peruvian health-service users (Spanish administration). N=1068. (CC BY 4.0) Morales J, Eguia CA (2025). Alfabetizacion en eSalud en usuarios de servicios de salud: Construccion y validacion de un instrumento de medicion [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15328068 | link |
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| morales_vives_2022_cocos | COmpliance with pandemic COmmands Scale (COCOS), 27 items developed in this study, 1 completely disagree to 5 completely agree, Spanish. 1,410 residents of Spain aged 15-76 (28% aged 15-17), 2021. Covariates: age, sex, civil status, children, household income, vaccinated, had COVID-19, chronic disease. (CC BY 4.0) Morales-Vives F, Dueñas J-M, Ferrando PJ, Vigil-Colet A, Varea MD (2022). COmpliance with pandemic COmmands Scale (COCOS): The relationship between compliance with COVID-19 measures and sociodemographic and attitudinal variables. PLOS ONE 17(1): e0262698. | link |
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| moralvignettes_rakhmankulova_2025 | The vignette ratings were collected using an online moral judgment task via an online questionnaire, with participants rating 39 vignettes regarding 16 event features (dimensions), using seven-point Likert scales with fixed-point sliding scales (CC BY 4.0) Rakhmankulova, Z., Asgarov, R., Monahhova, E., Mening, S., Blank, I. B., & Klucharev, V. (2025). Validation of the Russian version of the realistic moral vignettes for studies of moral judgments. Behavior Research Methods, 57(7), 184. | link |
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| morano_2019_enjoyment | Pictorial physical activity enjoyment scale, 4 items on a 1-5 scale, Italian schoolchildren. 56,140 responses from 14,035 respondents on 4 items. (CC BY 4.0) Morano M, Bortoli L, Ruiz MC, Vitali F, Robazza C (2019). Self-efficacy and enjoyment of physical activity in children: factorial validity of two pictorial scales. PeerJ, 7, e7402. https://doi.org/10.7717/peerj.7402 | link |
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| morano_2019_self_efficacy | Pictorial self-efficacy scale for physical activity, 4 items on a 1-4 scale, Italian schoolchildren. 56,140 responses from 14,035 respondents on 4 items. (CC BY 4.0) Morano M, Bortoli L, Ruiz MC, Vitali F, Robazza C (2019). Self-efficacy and enjoyment of physical activity in children: factorial validity of two pictorial scales. PeerJ, 7, e7402. https://doi.org/10.7717/peerj.7402 | link |
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| moreno_jorquera_2025_amtb_att_learn | Attitude/Motivation Test Battery (AMTB, 43-item Mexican Spanish version), attitudes toward learning English subscale, 5 items, 1-7 (strongly disagree-strongly agree), 136 English-pedagogy students at a Chilean university (Spanish administration); cov_sex, cov_ses, cov_semester, cov_english_level, cov_level_source. (CC0 1.0) Moreno-Jorquera, S., Guajardo-Gonzalez, J., & Saavedra-Concha, F. (2025). Motivation and Lexical Availability in Chilean Students Learning English as L2. Glocality. https://doi.org/10.5334/glo.113 | link |
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| moreno_jorquera_2025_amtb_att_people | Attitude/Motivation Test Battery (AMTB, 43-item Mexican Spanish version), attitudes toward English-speaking people subscale, 4 items, 1-7 (strongly disagree-strongly agree), 136 English-pedagogy students at a Chilean university (Spanish administration); cov_sex, cov_ses, cov_semester, cov_english_level, cov_level_source. (CC0 1.0) Moreno-Jorquera, S., Guajardo-Gonzalez, J., & Saavedra-Concha, F. (2025). Motivation and Lexical Availability in Chilean Students Learning English as L2. Glocality. https://doi.org/10.5334/glo.113 | link |
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| moreno_jorquera_2025_amtb_course | Attitude/Motivation Test Battery (AMTB, 43-item Mexican Spanish version), English course evaluation subscale, 5 items, 1-7 (strongly disagree-strongly agree), 136 English-pedagogy students at a Chilean university (Spanish administration); cov_sex, cov_ses, cov_semester, cov_english_level, cov_level_source. (CC0 1.0) Moreno-Jorquera, S., Guajardo-Gonzalez, J., & Saavedra-Concha, F. (2025). Motivation and Lexical Availability in Chilean Students Learning English as L2. Glocality. https://doi.org/10.5334/glo.113 | link |
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| moreno_jorquera_2025_amtb_desire | Attitude/Motivation Test Battery (AMTB, 43-item Mexican Spanish version), desire to learn English subscale, 6 items, 1-7 (strongly disagree-strongly agree), 136 English-pedagogy students at a Chilean university (Spanish administration); cov_sex, cov_ses, cov_semester, cov_english_level, cov_level_source. (CC0 1.0) Moreno-Jorquera, S., Guajardo-Gonzalez, J., & Saavedra-Concha, F. (2025). Motivation and Lexical Availability in Chilean Students Learning English as L2. Glocality. https://doi.org/10.5334/glo.113 | link |
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| moreno_jorquera_2025_amtb_instrum | Attitude/Motivation Test Battery (AMTB, 43-item Mexican Spanish version), instrumental orientation subscale, 4 items, 1-7 (strongly disagree-strongly agree), 136 English-pedagogy students at a Chilean university (Spanish administration); cov_sex, cov_ses, cov_semester, cov_english_level, cov_level_source. (CC0 1.0) Moreno-Jorquera, S., Guajardo-Gonzalez, J., & Saavedra-Concha, F. (2025). Motivation and Lexical Availability in Chilean Students Learning English as L2. Glocality. https://doi.org/10.5334/glo.113 | link |
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| moreno_jorquera_2025_amtb_integr | Attitude/Motivation Test Battery (AMTB, 43-item Mexican Spanish version), integrative orientation subscale, 4 items, 1-7 (strongly disagree-strongly agree), 136 English-pedagogy students at a Chilean university (Spanish administration); cov_sex, cov_ses, cov_semester, cov_english_level, cov_level_source. (CC0 1.0) Moreno-Jorquera, S., Guajardo-Gonzalez, J., & Saavedra-Concha, F. (2025). Motivation and Lexical Availability in Chilean Students Learning English as L2. Glocality. https://doi.org/10.5334/glo.113 | link |
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| moreno_jorquera_2025_amtb_intensity | Attitude/Motivation Test Battery (AMTB, 43-item Mexican Spanish version), motivational intensity subscale, 5 items, 1-7 (strongly disagree-strongly agree), 136 English-pedagogy students at a Chilean university (Spanish administration); cov_sex, cov_ses, cov_semester, cov_english_level, cov_level_source. (CC0 1.0) Moreno-Jorquera, S., Guajardo-Gonzalez, J., & Saavedra-Concha, F. (2025). Motivation and Lexical Availability in Chilean Students Learning English as L2. Glocality. https://doi.org/10.5334/glo.113 | link |
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| moreno_jorquera_2025_amtb_interest | Attitude/Motivation Test Battery (AMTB, 43-item Mexican Spanish version), interest in foreign languages subscale, 4 items, 1-7 (strongly disagree-strongly agree), 136 English-pedagogy students at a Chilean university (Spanish administration); cov_sex, cov_ses, cov_semester, cov_english_level, cov_level_source. (CC0 1.0) Moreno-Jorquera, S., Guajardo-Gonzalez, J., & Saavedra-Concha, F. (2025). Motivation and Lexical Availability in Chilean Students Learning English as L2. Glocality. https://doi.org/10.5334/glo.113 | link |
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| moreno_jorquera_2025_amtb_teacher | Attitude/Motivation Test Battery (AMTB, 43-item Mexican Spanish version), English teacher evaluation subscale, 6 items, 1-7 (strongly disagree-strongly agree), 136 English-pedagogy students at a Chilean university (Spanish administration); cov_sex, cov_ses, cov_semester, cov_english_level, cov_level_source. (CC0 1.0) Moreno-Jorquera, S., Guajardo-Gonzalez, J., & Saavedra-Concha, F. (2025). Motivation and Lexical Availability in Chilean Students Learning English as L2. Glocality. https://doi.org/10.5334/glo.113 | link |
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| morgan_2026_music_personality_bfi | Big Five Personality and Music Preferences (CC BY-NC 4.0) Morgan, B., Holtzman, N. S., Hines, C. A., Dockter, E., & Pichon, P. (2026). Do personal values predict music preferences, above and beyond personality traits? Journal of Individual Differences, 47(1), 21–31 | link |
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| morgan_2026_music_personality_music_activity | Music-related Activities (CC BY-NC 4.0) Morgan, B., Holtzman, N. S., Hines, C. A., Dockter, E., & Pichon, P. (2026). Do personal values predict music preferences, above and beyond personality traits? Journal of Individual Differences, 47(1), 21–31 | link |
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| morgan_2026_music_personality_pvq | Personal Values (CC BY-NC 4.0) Morgan, B., Holtzman, N. S., Hines, C. A., Dockter, E., & Pichon, P. (2026). Do personal values predict music preferences, above and beyond personality traits? Journal of Individual Differences, 47(1), 21–31 | link |
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| morgan_2026_music_personality_stompr | Music Preferences (CC BY-NC 4.0) Morgan, B., Holtzman, N. S., Hines, C. A., Dockter, E., & Pichon, P. (2026). Do personal values predict music preferences, above and beyond personality traits? Journal of Individual Differences, 47(1), 21–31 | link |
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| morote_2017_rsa | Resilience Scale for Adults (Friborg, Hjemdal et al.), Spanish, 33 items, semantic differential 1-7, SCORED direction (the 17 reversed items are already reversed in the deposit; higher = more resilient). Item prefixes: Ps perception of self, Pf planned future, Sc social competence, Fc family cohesion, Sr social resources, Ss structured style. 805 adults, community sample in Lima, Peru. Covariates: sex, age, education, employment. (CC BY 4.0) Morote R, Hjemdal O, Martinez Uribe P, Corveleyn J (2017). Psychometric properties of the Resilience Scale for Adults (RSA) and its relationship with life-stress, anxiety and depression in a Hispanic Latin-American community sample. PLOS ONE 12(11): e0187954. | link |
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| morse_2020_activity_change | Change in 15 outdoor activities during COVID-19 (1 less, 2 no change, 3 more; non-participation dropped). 3,204 Vermont residents, online survey early in the COVID-19 pandemic. Covariates: gender, income band, urban area, race/ethnicity, employment. (CC BY 4.0) Morse JW, Gladkikh TM, Hackenburg DM, Gould RK (2020) COVID-19 and human-nature relationships: Vermonters’ activities in nature and associated nonmaterial values during the pandemic. PLoS ONE 15(12): e0243697. https://doi.org/10.1371/journal.pone.0243697 | link |
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| morse_2020_nature_values | Benefits of and values from nature, 13 items, 1-7 agreement. 3,204 Vermont residents, online survey early in the COVID-19 pandemic. Covariates: gender, income band, urban area, race/ethnicity, employment. (CC BY 4.0) Morse JW, Gladkikh TM, Hackenburg DM, Gould RK (2020) COVID-19 and human-nature relationships: Vermonters’ activities in nature and associated nonmaterial values during the pandemic. PLoS ONE 15(12): e0243697. https://doi.org/10.1371/journal.pone.0243697 | link |
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| mortenson_2025_democracy_tradeoffs conjoint · source = "conj" |
US opt-in panel respondents (n = 623, August 2024) made 5 choices between two countries described by economic wellbeing, press freedom, presidential power/elections and rule of law, each at a normative, illiberal-majority or illiberal-minority level. (CC0 1.0) Mortenson, C., & Nisbet, E. (2025). Benefit seekers or principle holders? Experimental evidence on Americans' democratic trade-offs. Perspectives on Politics. | link |
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| mortenson_2026_democracy_frames conjoint · source = "conj" |
Respondents chose between pairs of hypothetical U.S. Congress candidates (7 attributes: economic policy, immigration policy, free speech, executive authority, party, gender, race/ethnicity) after watching one of five democracy-framing video arms. 1,391 US respondents, 6 tasks, one forced choice plus a strength-of-support follow-up. (CC0 1.0) Mortenson, C. (2026). Framing democracy at the ballot box [Replication data]. Harvard Dataverse. | link |
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| mostova_2022_iri | Interpersonal Reactivity Index, 28 items, 1-5. 100 heterosexual couples (200 partners, cluster_id = couple). Covariates: gender, age. (CC BY 4.0) Mostova O, Stolarski M, Matthews G (2022) I love the way you love me: Responding to partner's love language preferences boosts satisfaction in romantic heterosexual couples. PLoS ONE 17(6): e0269429. https://doi.org/10.1371/journal.pone.0269429 | link |
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| mostova_2022_iss | Index of Sexual Satisfaction, 24 items, 1-7. 100 heterosexual couples (200 partners, cluster_id = couple). Covariates: gender, age. (CC BY 4.0) Mostova O, Stolarski M, Matthews G (2022) I love the way you love me: Responding to partner's love language preferences boosts satisfaction in romantic heterosexual couples. PLoS ONE 17(6): e0269429. https://doi.org/10.1371/journal.pone.0269429 | link |
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| mostova_2022_lls_express | Love Language Scale, expressing love, 20 items, 1-5. 100 heterosexual couples (200 partners, cluster_id = couple). Covariates: gender, age. (CC BY 4.0) Mostova O, Stolarski M, Matthews G (2022) I love the way you love me: Responding to partner's love language preferences boosts satisfaction in romantic heterosexual couples. PLoS ONE 17(6): e0269429. https://doi.org/10.1371/journal.pone.0269429 | link |
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| mostova_2022_lls_felt | Love Language Scale, feeling loved, 20 items, 1-5. 100 heterosexual couples (200 partners, cluster_id = couple). Covariates: gender, age. (CC BY 4.0) Mostova O, Stolarski M, Matthews G (2022) I love the way you love me: Responding to partner's love language preferences boosts satisfaction in romantic heterosexual couples. PLoS ONE 17(6): e0269429. https://doi.org/10.1371/journal.pone.0269429 | link |
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| mostova_2022_ras | Relationship Assessment Scale, 7 items, 1-5. 100 heterosexual couples (200 partners, cluster_id = couple). Covariates: gender, age. (CC BY 4.0) Mostova O, Stolarski M, Matthews G (2022) I love the way you love me: Responding to partner's love language preferences boosts satisfaction in romantic heterosexual couples. PLoS ONE 17(6): e0269429. https://doi.org/10.1371/journal.pone.0269429 | link |
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| motion | Random dot motion discrimination (CC BY 4.0) O’Brien, G., & Yeatman, J. D. (2021). Bridging sensory and language theories of dyslexia: Toward a multifactorial model. Developmental Science, 24(3), e13039. | link |
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| mountain_chickadees_2019_2020 competitions · source = "comp" |
Wild mountain chickadee displacements at RFID feeders across 39 communities at high and low elevation, two winters (2019-20, 2020-21). One row per displacement, timestamped. (CC0 1.0) Heinen, V., Benedict, L., Pitera, A., Sonnenberg, B., Bridge, E., & Pravosudov, V. (2021). Social dominance has limited effects on spatial cognition in a wild food-caching bird. Proceedings of the Royal Society B, 288(1963), 20211784. | link |
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| movac_pakpour2022 | Motors of COVID-19 Vaccination Acceptance Scale (MoVac-COVID19S) (CC0 1.0) Pakpour, Amir, 2022, "Article title: The psychometric properties of Motors of COVID-19 Vaccination Acceptance Scale (MoVac-COVID19S)", https://doi.org/10.7910/DVN/U8ZYDF, Harvard Dataverse, V2, UNF:6:4O/VZx7hIolR8tyZ7Bw/gQ== [fileUNF] Ahorsu, D. K., Lin, C. Y., Chen, I. H., Ullah, I., Shoib, S., Zahid, S. U., ... & Pakpour, A. H. (2022). The psychometric properties of motors of COVID-19 vaccination acceptance scale (MoVac-COVID19S): a dataset across five regions. Data in Brief, 42, 108103. | link |
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| mpsycho_Rmotivation | Motivation for working on open-source software (GPL-2.0) Mair, P., Hofmann, E., Gruber, K., Zeileis, A., & Hornik, K. (2015) Motivation, values, and work design as drivers of participation in the R open source Project for Statistical Computing. Proceedings of the National Academy of Sciences of the United States of America, 112(48), 14788-14792. | link |
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| mpsycho_Rogers_depression | Quick Inventory of Depressive Symptomatology - self-report version (QIDS-SR) (GPL-2.0) McNally, R. J., Mair, P., Mugno, B. L., and Riemann, B. C. (2017). Comorbid obsessive-compulsive disorder and depression: A Bayesian network approach. Psychological Medicine, 47(7), 1204- 1214. | link |
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| mpsycho_Rogers_ocd | YaleBrown Obsessive Compulsive Scale - self-report (Y-BOCS-SR) (GPL-2.0) Jones, P. J., Mair, P., Riemann, B. C., Mugno, B. L., & McNally, R. J. (2018). A network perspective on comorbid depression in adolescents with obsessive-compulsive disorder. Journal of Anxiety Disorders, 53, 1-8. #’ | link |
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| mpsycho_YouthDep | Youth depression scale (GPL-2.0) Vaughn-Coaxum, R. A., Mair, P., & Weisz, J. R. (2015). Racial/ethnic differences in youth depression indicators: An Item Response Theory analysis of symptoms reported by White, Black, Asian, and Latino youths. Clinical Psychological Science, 4, 239-253. | link |
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| mpsycho_asti | Data from a scale assessing wisdom (GPL-2.0) Levenson, M. R., Jennings, P. A., Aldwin, C. M., & Shiraishi, R. W. (2005). Self-transcendence: conceptualization and measurement. The International Journal of Aging and Human Development, 60, 127-143. | link |
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| mpsycho_avlancheprep | Data from a scale assessing avalanche risk awareness (GPL-2.0) Haegeli, P., Gunn, M., & Haider, W. (2012). Identifying a high-risk cohort in a complex and dynamic risk environment: Out-of-bounds skiing–an example from avalanche safety. Prevention Science, 13, 562-573 | link |
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| mpsycho_bsss | Sensation-seeking scale from out-of-bounds skiers (GPL-2.0) Hoyle, R. H., Stephenson, M. T., Palmgreen, P., Lorch, E. P., & Donohew, R. L. (2002). Reliability and validity of a brief measure of sensation. Personality and Individual Differences, 32, 401-414. | link |
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| mpsycho_ceaq | Children responding to empathy scale (GPL-2.0) urce Funk, J. B., Fox, C. M., Chang, M., & Curtiss, K. (2008). The development of the Children’s Empathic Attitudes Questionnaire using classical and Rasch analyses. Journal of Applied Developmental Psychology, 29, 187-196. | link |
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| mpsycho_condom | Condom usage scale (GPL-2.0) de Ayala, R. J. (2009). The Theory and Practice of Item Response Theory. Guilford Press, New York | link |
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| mpsycho_lakes | Child-focused response to challenge scale (GPL-2.0) Lakes, K. D., & Hoyt, W. T. (2009). Applications of generalizability theory to clinical child and adolescent psychology research. Journal of Clinical Child & Adolescent Psychology, 38, 144-165. | link |
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| mpsycho_learnemo | Learning-related emotions for children learning mathematics (GPL-2.0) Grand, A., & Dittrich, R. (2015) Modelling assumed metric paired comparison data - application to learning related emotions. Austrian Journal of Statistics, 44, 3-15. | link |
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| mpsycho_rwdq | Work design questionnaire from open-source developers (GPL-2.0) Mair, P., Hofmann, E., Gruber, K., Zeileis, A., & Hornik, K. (2015) Motivation, values, and work design as drivers of participation in the R open source Project for Statistical Computing. Proceedings of the National Academy of Sciences of the United States of America, 112(48), 14788-14792. | link |
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| mpsycho_wenchuan | PTSD data from disaster survivors (GPL-2.0) McNally, R. J., Robinaugh, D. J., Wu, G. W. Y., Wang, L., Deserno, M. K., & Borsboom, D. (2015). Mental disorders as causal systems: A network approach to posttraumatic stress disorder. Clinical Psychological Science, 3(6), 836-849. | link |
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| mpsycho_wilmer | PVMT task data (GPL-2.0) Wilmer, J. B., Germine, L., Chabris, C. F., Chatterjee, G., Gerbasi, M. & Nakayama, K. (2012): Capturing specific abilities as a window into human individuality: The example of face recognition, Cognitive Neuropsychology, 29, 360-392 | link |
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| mpsycho_wilpat | Wilson-Patterson conservatism scale (GPL-2.0) n/a | link |
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| mpsycho_zareki | ZAREKI-R test battery (GPL-2.0) Koller, I., & Alexandrowicz, R. W. (2010) Eine psychometrische Analyse der ZAREKI-R mittels Rasch-Modellen [A psychometric analysis of the ZAREKI-R using Rasch-models]. Diagnostica 56, 57-67. | link |
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| mq_supremecourt | Supreme Court voting record (CC BY-NC 3.0) Martin, A. D., & Quinn, K. M. (2002). Dynamic ideal point estimation via Markov chain Monte Carlo for the US Supreme Court, 1953–1999. Political analysis, 10(2), 134-153. | link |
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| mtbench_human_2023 competitions · source = "comp" |
MT-Bench expert human pairwise judgments, 3,355 judgments by 65 named judges over 80 questions and 6 chat models (alpaca-13b, claude-v1, gpt-3.5-turbo, gpt-4, llama-13b, vicuna-13b). Each conversation is judged twice, once after turn 1 and once after turn 2, so `turn` is 1 or 2 and a row is a judgment rather than a battle. This is the small, careful counterpart to the crowd arenas: `rater` is the judge label as published ("author_N" for a paper author, "expert_N" for a recruited graduate-student expert), already a pseudonym in the source and kept verbatim because that distinction is informative. agent_a wins 1,293, agent_b 1,282, 780 draws; `outcome` keeps the source wording. `question` is the MT-Bench question id, 81 to 160. No date and no homefield column: the deposit has no timestamp, and on sides, slot assignment is balanced while agent_a wins 50.21% of the 2,575 decided judgments (z = +0.22), so no advantage is recorded. The companion gpt4_pair split of the same deposit, 2,400 rows of GPT-4 judging the same pairs, is deliberately NOT built -- those are machine responses, not human ones. (CC BY 4.0) Zheng, L., Chiang, W.-L., Sheng, Y., Zhuang, S., Wu, Z., Zhuang, Y., Lin, Z., Li, Z., Li, D., Xing, E. P., Zhang, H., Gonzalez, J. E., & Stoica, I. (2023). Judging LLM-as-a-judge with MT-Bench and Chatbot Arena. Advances in Neural Information Processing Systems 36, Datasets and Benchmarks Track. Data set: lmsys/mt_bench_human_judgments, Hugging Face. | link |
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| mthimkhulu_2023_pirls_reading | PIRLS 2023 grade-4 reading achievement, South Africa (English and isiZulu): the released 'Octopuses' informational passage, 15 items, resp 0-3. 1894 learners x 15 items = 21254 responses. (CC BY 4.0) Mthimkhulu, S., Roux, K., & Mihai, M. (2023). Progress in International Reading Literacy (PIRLS) 2023 English and isiZulu achievement [Data set]. University of Pretoria. https://doi.org/10.25403/UPresearchdata.24784086 | link |
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| mthimkhulu_2023_pirls_reading_nom nominal · source = "nom" |
Which multiple-choice option (A-D) each South African grade-4 learner selected on the four MC items of the PIRLS 2023 'Octopuses' reading passage. 1680 respondents x 4 items = 5486 responses; categories A/B/C/D. (CC BY 4.0) Mthimkhulu, S., Roux, K., & Mihai, M. (2023). Progress in International Reading Literacy (PIRLS) 2023 English and isiZulu achievement [Data set]. University of Pretoria. https://doi.org/10.25403/UPresearchdata.24784086 | link |
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| mturkddm_by | Numerosity task (BY) administered to Mturkers (CC BY 4.0) Ratcliff, R., Hendrickson, A.T. Do data from mechanical Turk subjects replicate accuracy, response time, and diffusion modeling results?. Behav Res 53, 2302–2325 (2021). https://doi.org/10.3758/s13428-021-01573-x | link |
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| mturkddm_lexical | Lexical decision task administered to Mturkers (CC BY 4.0) Ratcliff, R., Hendrickson, A.T. Do data from mechanical Turk subjects replicate accuracy, response time, and diffusion modeling results?. Behav Res 53, 2302–2325 (2021). https://doi.org/10.3758/s13428-021-01573-x | link |
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| mturkddm_recognition | Word recognition task administered to Mturkers (CC BY 4.0) Ratcliff, R., Hendrickson, A.T. Do data from mechanical Turk subjects replicate accuracy, response time, and diffusion modeling results?. Behav Res 53, 2302–2325 (2021). https://doi.org/10.3758/s13428-021-01573-x | link |
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| mturkddm_y25 | Numerosity task (Y25) administered to Mturkers (CC BY 4.0) Ratcliff, R., Hendrickson, A.T. Do data from mechanical Turk subjects replicate accuracy, response time, and diffusion modeling results?. Behav Res 53, 2302–2325 (2021). https://doi.org/10.3758/s13428-021-01573-x | link |
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| much_tte_2025_actionorientation | Reflects stable individual differences in how people respond to failure and stay goal-oriented. (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025). Data From a Validation Study of Two Psychometric Models on Test-taking Behavior. Journal of Open Psychology Data, 13(1). | link |
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| much_tte_2025_concentrationtask | Assesses momentary attention and focus using timed visual letter-counting challenges. (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025). Data From a Validation Study of Two Psychometric Models on Test-taking Behavior. Journal of Open Psychology Data, 13(1). | link |
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| much_tte_2025_concentrationtask_nom nominal · source = "nom" |
Assesses momentary attention and focus using timed visual letter-counting challenges. (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025). Data From a Validation Study of Two Psychometric Models on Test-taking Behavior. Journal of Open Psychology Data, 13(1). | link |
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| much_tte_2025_currentmotivation | Captures participants’ willingness to invest effort at different points during the test. (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025). Data From a Validation Study of Two Psychometric Models on Test-taking Behavior. Journal of Open Psychology Data, 13(1). | link |
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| much_tte_2025_effort | Retrospective self-report on how much effort was exerted during each test block. (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025). Data From a Validation Study of Two Psychometric Models on Test-taking Behavior. Journal of Open Psychology Data, 13(1). | link |
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| much_tte_2025_matrixreasoning | Measures abstract reasoning ability through figural pattern completion tasks. (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025). Data From a Validation Study of Two Psychometric Models on Test-taking Behavior. Journal of Open Psychology Data, 13(1). | link |
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| much_tte_2025_matrixreasoning_nom nominal · source = "nom" |
Measures abstract reasoning ability through figural pattern completion tasks. (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025). Data From a Validation Study of Two Psychometric Models on Test-taking Behavior. Journal of Open Psychology Data, 13(1). | link |
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| mudfoldsim simulated · source = "sim" |
Data simulated using mudfold package (CC0 1.0) Balafas, S. E., Krijnen, W. P., Post, W. J., & Wit, E. C. (2020). Mudfold: An R package for nonparametric IRT modelling of unfolding processes. The R Journal, 12(1), 49-75. | link |
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| mueller_2024_covid_governance conjoint · source = "conj" |
Online panel respondents in Australia, Belgium, Canada, France, Switzerland and the USA (Qualtrics, winter 2020/21, n = 7,599, minority language groups oversampled) chose between 4 pairs of COVID-19 decision-making scenarios varying the responsible level of government, the influence of scientists, citizens and stakeholders, and transparency; outcome is the preferred scenario. (CC0 1.0) Mueller, S., & Bundi, P. (2024). Multilingual federalism in times of crisis. Regional & Federal Studies, 35(4), 631-665. | link |
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| muffato_2023_spatial_anxiety | Spatial anxiety questionnaire, 8 items 1-6 (wayfinding inclinations battery). 649 Italian adults aged 18-59 in a study of personality, connectedness to nature and pro-environmental behaviour. (CC BY 4.0) Muffato V (2023). Explorers are greener? Investigating personality traits, connectedness to nature and attitudes toward exploring in various pro-environmental behaviors [Data set]. figshare. https://doi.org/10.6084/m9.figshare.24511318.v1 | link |
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| mugisha_2026_ehr_competence | 16 agreement items (1-5) on users' EHR competence; N = 228 hospital staff (doctors, nurses/midwives, ICT/lab technicians, administrators); cov_age_group, cov_gender, cov_marital, cov_position, cov_qualification, cov_years_experience. (CC0 1.0) Mugisha, B. (2026). Digital Competence-based Framework [data]. Zenodo. https://doi.org/10.5281/zenodo.19387267 | link |
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| mugisha_2026_ehr_status | 16 agreement items (1-5) on the status/experience of the hospital EHR system; N = 228 hospital staff (doctors, nurses/midwives, ICT/lab technicians, administrators); cov_age_group, cov_gender, cov_marital, cov_position, cov_qualification, cov_years_experience. (CC0 1.0) Mugisha, B. (2026). Digital Competence-based Framework [data]. Zenodo. https://doi.org/10.5281/zenodo.19387267 | link |
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| mugisha_2026_ehr_use | 16 agreement items (1-5) on effective use of the EHR system; N = 228 hospital staff (doctors, nurses/midwives, ICT/lab technicians, administrators); cov_age_group, cov_gender, cov_marital, cov_position, cov_qualification, cov_years_experience. (CC0 1.0) Mugisha, B. (2026). Digital Competence-based Framework [data]. Zenodo. https://doi.org/10.5281/zenodo.19387267 | link |
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| muharam_2022_srq29 | 29-item Self Reporting Questionnaire (SRQ-29), raw binary (0/1) items, from women hospitalized due to COVID-19 (CC BY 4.0) Muharam R, et al. (2022) Menstrual cycle changes and mental health states of women hospitalized due to COVID-19. PLoS ONE. | link |
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| muir_2025_resilience_behaviours | Organizational-resilience behaviours scale, university staff, 8 items, N=70 (CC BY 4.0) Muir, T., et al. (2025). Investigating organizational resilience in a medicine and health sciences university in United Arab Emirates. PLOS ONE. | link |
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| muir_2025_resilience_opinions | Organizational-resilience opinions scale, university staff, 7 items, N=70 (CC BY 4.0) Muir, T., et al. (2025). Investigating organizational resilience in a medicine and health sciences university in United Arab Emirates. PLOS ONE. | link |
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| muller_2016_dog_inhibition | Inhibitory-control (cylinder) task, pet dogs, 3 trials, 0-2 ordinal, N=41 (CC BY 4.0) Müller, C. A., Riemer, S., Virányi, Z., Huber, L., & Range, F. (2016). Inhibitory control, but not prolonged object-related experience appears to affect physical problem-solving performance of pet dogs. PLOS ONE. | link |
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| mullinix_2015_political_knowledge | Political knowledge quiz, 4 items (veto override, House majority, constitutionality, Secretary of State); 4 items, 0/1 (incorrect/correct; resp_raw = option chosen for the three closed items); 3013 US adults in two survey experiments; covariates: party ID, ideology, education, income, race, age band, gender, condition, political engagement items. (CC0 1.0) Mullinix, K. J. (2016). Partisanship and preference formation: competing motivations, elite polarization, and issue importance. Political Behavior, 38(2), 383-411. https://doi.org/10.1007/s11109-015-9318-4 | link |
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| mummolo_2016_news_choice conjoint · source = "conj" |
US Democrats and Republicans from the main sample (provider not stated in the deposit) (n = 1,059) made 12 choices between two news items, each a headline (11 topics x 3 wordings) attributed to Fox News, MSNBC or USA Today. (CC0 1.0) Mummolo, J. (2016). News from the other side: How topic relevance limits the prevalence of partisan selective exposure. The Journal of Politics, 78(3), 763-773. | link |
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| mummolo_2016_news_choice_mturk conjoint · source = "conj" |
US Democrats and Republicans from an MTurk sample (n = 1,444) made 10 choices between two news items, each a headline (11 topics x 3 wordings) attributed to Fox News, MSNBC or USA Today. (CC0 1.0) Mummolo, J. (2016). News from the other side: How topic relevance limits the prevalence of partisan selective exposure. The Journal of Politics, 78(3), 763-773. | link |
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| mummolo_2017_community_choice conjoint · source = "conj" |
4,812 self-identified Democrats and Republicans (US quota-sampled panel) chose between two randomly generated communities in each of 5 tasks, described by housing cost, partisan composition, racial composition, school quality, commute, crime rate and type of place. Outcome: preferred community of the pair (forced choice). (CC0 1.0) Mummolo, J., & Nall, C. (2017). Why partisans do not sort: The constraints on political segregation. The Journal of Politics, 79(1), 45-59. | link |
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| mummolo_2021_partisan_loyalty conjoint · source = "conj" |
US Democrats and Republicans (online panel, July 2016) chose between 7 pairs of hypothetical candidates varying in party, gender, race and stances on Obamacare, Muslim immigration, corporate taxes, birth-control coverage and illegal immigration; 3,015 respondents, forced choice. (CC0 1.0) Mummolo, J., Peterson, E., & Westwood, S. (2021). The limits of partisan loyalty. Political Behavior, 43, 949-972. | link |
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| munoztroncoso_2024_vi_gec | Teachers' perception of school violence and coexistence management (VI+GEC), 21 items, 1-6. 1,072 teachers in Chile. Covariates: gender, age, years of service, school level, school zone. (CC BY 4.0) Muñoz-Troncoso, Flavio; Halberstadt, Amy; Cuadrado-Gordillo, Isabel; Riquelme-Mella, Enrique; Miranda-Zapata, Edgardo; Legaz-Vadímisrkaya. Ekaterina; Sepúlveda-Bernales, Valeria; Salamanca-Aroca, Claudia; Muñoz-Troncoso, Gerardo (2024). Data of: Validation of the questionnaire to measure Chilean Teachers' Perception of School Violence and Coexistence Management (VI+GEC) [dataset]. Harvard Dataverse. | link |
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| munzert_2022_vaccine_priority conjoint · source = "conj" |
Online panel respondents in Brazil, Germany, Italy, Poland and the US (Sep-Dec 2020, n=4,354) chose in 4 tasks which of two hypothetical persons should be prioritized for a COVID-19 vaccine; persons varied gender, age, children, job, citizenship, pre-existing condition and early registration; forced choice. (CC0 1.0) Munzert, S., Ramirez-Ruiz, S., Çalı, B., Stoetzer, L. F., Gohdes, A., & Lowe, W. (2022). Prioritization preferences for COVID-19 vaccination are consistent across five countries. Humanities and Social Sciences Communications, 9, 439. | link |
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| murakami_2015_electricity_japan conjoint · source = "conj" |
Choice experiment: 4,000 Japanese households (online, 2013) chose between two hypothetical electricity services varying in monthly bill (JPY), air-emission reduction, nuclear share and renewable share; the same 8 tasks for everyone. (CC BY-NC 3.0) Murakami, K., Ida, T., Tanaka, M., & Friedman, L. (2015). Consumers' willingness to pay for renewable and nuclear energy: A comparative analysis between the US and Japan. Energy Economics, 50, 178-189. | link |
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| murakami_2015_electricity_us conjoint · source = "conj" |
Choice experiment: 4,202 online respondents in California, Michigan, New York and Texas (2012) chose between two hypothetical electricity services varying in monthly bill, air-emission reduction, nuclear share and renewable share; the same 8 tasks for everyone. (CC BY-NC 3.0) Murakami, K., Ida, T., Tanaka, M., & Friedman, L. (2015). Consumers' willingness to pay for renewable and nuclear energy: A comparative analysis between the US and Japan. Energy Economics, 50, 178-189. | link |
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| muscio_2022_drivers | Relevance of 15 drivers of entrepreneurship (funding sources, partners, support services), 1 absolutely not important to 6 absolutely important. Ph.D. students admitted 2008-14 at Italian universities, national survey 2014-15 (11,835 rows). Covariates: age, parent entrepreneur, subject area. (CC BY 4.0) Muscio A, Vallanti G (2022) The gender gap in Ph.D. entrepreneurship: How do students perceive the academic environment? PLoS ONE 17(4): e0261495. https://doi.org/10.1371/journal.pone.0261495 | link |
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| muscio_2022_obstacles | Relevance of 12 obstacles to entrepreneurship, 1-5 as deposited (no 6 observed). Ph.D. students admitted 2008-14 at Italian universities, national survey 2014-15 (11,835 rows). Covariates: age, parent entrepreneur, subject area. (CC BY 4.0) Muscio A, Vallanti G (2022) The gender gap in Ph.D. entrepreneurship: How do students perceive the academic environment? PLoS ONE 17(4): e0261495. https://doi.org/10.1371/journal.pone.0261495 | link |
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| muscio_2022_phd_rating | Ratings of the Ph.D. programme (supervisor, research time, equipment, funding, autonomy, networks, team, labour market), 9 items, 1-6. Ph.D. students admitted 2008-14 at Italian universities, national survey 2014-15 (11,835 rows). Covariates: age, parent entrepreneur, subject area. (CC BY 4.0) Muscio A, Vallanti G (2022) The gender gap in Ph.D. entrepreneurship: How do students perceive the academic environment? PLoS ONE 17(4): e0261495. https://doi.org/10.1371/journal.pone.0261495 | link |
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| muscio_2022_university_env | Agreement that the home university supports entrepreneurship, 9 items, 1-6. Ph.D. students admitted 2008-14 at Italian universities, national survey 2014-15 (11,835 rows). Covariates: age, parent entrepreneur, subject area. (CC BY 4.0) Muscio A, Vallanti G (2022) The gender gap in Ph.D. entrepreneurship: How do students perceive the academic environment? PLoS ONE 17(4): e0261495. https://doi.org/10.1371/journal.pone.0261495 | link |
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| musifeast17_vanderwalle_2025 | A large-scale investigation of musical emotion, familiarity, and aesthetic perception across 17 musical genres (CC BY 4.0) Van Der Walle, H. A., Wu, W., Margulis, E. H., & Jakubowski, K. (2025). MUSIFEAST-17: MUsic Stimuli for imagination, familiarity, emotion, and Aesthetic STudies across 17 genres. Behavior Research Methods, 57(7). https://doi.org/10.3758/s13428-025-02724-0 | link |
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| muslih_2024_rses | Rosenberg Self-Esteem Scale (10 items) administered to patients with schizophrenia in Indonesia (CC BY 4.0) Muslih M, Chung M-H (2024). Structural validity of the Rosenberg self-esteem scale in patients with schizophrenia in Indonesia. PLOS ONE, 19(5), e0300184. https://doi.org/10.1371/journal.pone.0300184 | link |
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| mutuyimana_2026_cahtq | Clinical Aspects of Historical Trauma Questionnaire (20 items, 0-4) for 1,208 trauma-exposed adults in Rwanda, Uganda, Tanzania and Kenya (online survey). (CC BY 4.0) Mutuyimana, C., & Maercker, A. (2026). Eastern African expressions of suffering: A new Cultural Scripts of Trauma Inventory. PLOS One. https://doi.org/10.1371/journal.pone.0358482 | link |
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| mutuyimana_2026_csti | Cultural Scripts of Trauma Inventory, pre-CSTI 71-item pool (71 items, 0-4) for 1,208 trauma-exposed adults in Rwanda, Uganda, Tanzania and Kenya (online survey). (CC BY 4.0) Mutuyimana, C., & Maercker, A. (2026). Eastern African expressions of suffering: A new Cultural Scripts of Trauma Inventory. PLOS One. https://doi.org/10.1371/journal.pone.0358482 | link |
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| mutuyimana_2026_epil | Existential Scale of the Purpose in Life Questionnaire (7 items, 1-7) for 1,208 trauma-exposed adults in Rwanda, Uganda, Tanzania and Kenya (online survey). (CC BY 4.0) Mutuyimana, C., & Maercker, A. (2026). Eastern African expressions of suffering: A new Cultural Scripts of Trauma Inventory. PLOS One. https://doi.org/10.1371/journal.pone.0358482 | link |
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| mutuyimana_2026_gse | General Self-Efficacy (9 items, 1-5) for 1,208 trauma-exposed adults in Rwanda, Uganda, Tanzania and Kenya (online survey). (CC BY 4.0) Mutuyimana, C., & Maercker, A. (2026). Eastern African expressions of suffering: A new Cultural Scripts of Trauma Inventory. PLOS One. https://doi.org/10.1371/journal.pone.0358482 | link |
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| mutuyimana_2026_helplessness | Helplessness Questionnaire (10 items, 1-7) for 1,208 trauma-exposed adults in Rwanda, Uganda, Tanzania and Kenya (online survey). (CC BY 4.0) Mutuyimana, C., & Maercker, A. (2026). Eastern African expressions of suffering: A new Cultural Scripts of Trauma Inventory. PLOS One. https://doi.org/10.1371/journal.pone.0358482 | link |
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| mutuyimana_2026_itq | International Trauma Questionnaire (PTSD + DSO) (18 items, 0-4) for 1,208 trauma-exposed adults in Rwanda, Uganda, Tanzania and Kenya (online survey). (CC BY 4.0) Mutuyimana, C., & Maercker, A. (2026). Eastern African expressions of suffering: A new Cultural Scripts of Trauma Inventory. PLOS One. https://doi.org/10.1371/journal.pone.0358482 | link |
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| mutuyimana_2026_personal_mastery | Personal Mastery Scale (7 items, 1-5) for 1,208 trauma-exposed adults in Rwanda, Uganda, Tanzania and Kenya (online survey). (CC BY 4.0) Mutuyimana, C., & Maercker, A. (2026). Eastern African expressions of suffering: A new Cultural Scripts of Trauma Inventory. PLOS One. https://doi.org/10.1371/journal.pone.0358482 | link |
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| mutuyimana_2026_social_axioms | Social Axioms Questionnaire (15 items, 1-5) for 1,208 trauma-exposed adults in Rwanda, Uganda, Tanzania and Kenya (online survey). (CC BY 4.0) Mutuyimana, C., & Maercker, A. (2026). Eastern African expressions of suffering: A new Cultural Scripts of Trauma Inventory. PLOS One. https://doi.org/10.1371/journal.pone.0358482 | link |
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| mutuyimana_2026_subjective_vitality | Subjective Vitality (7 items, 1-7) for 1,208 trauma-exposed adults in Rwanda, Uganda, Tanzania and Kenya (online survey). (CC BY 4.0) Mutuyimana, C., & Maercker, A. (2026). Eastern African expressions of suffering: A new Cultural Scripts of Trauma Inventory. PLOS One. https://doi.org/10.1371/journal.pone.0358482 | link |
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| mutuyimana_2026_trauma_exposure | Traumatic Exposure Scale (17 items, 0 not happened .. 3 experienced) for 1,208 trauma-exposed adults in Rwanda, Uganda, Tanzania and Kenya (online survey). (CC BY 4.0) Mutuyimana, C., & Maercker, A. (2026). Eastern African expressions of suffering: A new Cultural Scripts of Trauma Inventory. PLOS One. https://doi.org/10.1371/journal.pone.0358482 | link |
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| myers_2024_welfare_stereotypes conjoint · source = "conj" |
1,893 US Lucid respondents (January 2021) rated up to 30 single profiles of a hypothetical person (race, gender, marital status, number of children, immigration status, employment status, criminal record) on how typical the person is of welfare recipients, 0-10, under one of two instruction versions. The article analyses the 1,293 non-Hispanic white respondents. (CC0 1.0) Myers, C. D., Zhirkov, K., & Lunz Trujillo, K. (2024). Who is "on welfare"? Validating the use of conjoint experiments to measure stereotype content. Political Behavior, 46, 89-110. | link |
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| myrick_2019_covert_exp1 conjoint · source = "conj" |
US Lucid adults (n=1,055) each read two covert-operation vignettes (dictator, civil war) randomized in region, action (military force vs money and weapons), secrecy (informed vs kept secret) and outcome (success vs failure), and rated approval of the government's action before and after the outcome (7-point). (CC0 1.0) Myrick, R. (2020). Why so secretive? Unpacking public attitudes toward secrecy and success in US foreign policy. The Journal of Politics, 82(3), 828-843. | link |
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| myrick_2019_covert_exp2 conjoint · source = "conj" |
US Lucid adults (n=1,031) each read two covert-operation vignettes (dictator, civil war) randomized in whether polls showed strong public opposition to US involvement, region, secrecy and outcome, and rated approval before and after the outcome (7-point). (CC0 1.0) Myrick, R. (2020). Why so secretive? Unpacking public attitudes toward secrecy and success in US foreign policy. The Journal of Politics, 82(3), 828-843. | link |
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| myrick_2019_covert_exp3 conjoint · source = "conj" |
US Lucid adults (n=1,065) each read two covert-operation vignettes (dictator, civil war) randomized in region, action (military force vs money and weapons), secrecy worded as deliberate and pointless (against expert advice that secrecy gave no advantage) vs informed, and outcome, and rated approval before and after the outcome (7-point). (CC0 1.0) Myrick, R. (2020). Why so secretive? Unpacking public attitudes toward secrecy and success in US foreign policy. The Journal of Politics, 82(3), 828-843. | link |
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| myrick_2019_covert_exp4 conjoint · source = "conj" |
US Lucid adults (n=1,073) each read two covert-operation vignettes (dictator, civil war) in which region, action (military force vs money and weapons), secrecy and outcome all appeared in one text, and gave one approval rating per vignette (7-point); a robustness replication of experiment 1. (CC0 1.0) Myrick, R. (2020). Why so secretive? Unpacking public attitudes toward secrecy and success in US foreign policy. The Journal of Politics, 82(3), 828-843. | link |
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| myszkowski_2018_spmls | Last series of Raven's Standard Progressive Matrices (SPM-LS), 12 items, 499 respondents; resp scored against the key, resp_raw = option chosen (1-8). (CC BY 4.0) Myszkowski, N., & Storme, M. (2018). A snapshot of g? Binary and polytomous item-response theory investigations of the last series of the Standard Progressive Matrices (SPM-LS). Intelligence, 68, 109-116. | link |
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| myszkowski_2018_spmls_nom nominal · source = "nom" |
Nominal companion of myszkowski_2018_spmls: SPM-LS (last series of Raven's SPM), 12 items, 499 respondents; text = option chosen (1-8, 7 distractors + key), resp = correct. (CC BY 4.0) Myszkowski, N., & Storme, M. (2018). A snapshot of g? Binary and polytomous item-response theory investigations of the last series of the Standard Progressive Matrices (SPM-LS). Intelligence, 68, 109-116. | link |
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| nabizadehchianeh_2026_tempsa | TEMPS-A (Temperament Evaluation of Memphis, Pisa, Paris and San Diego Autoquestionnaire, short form) 39 binary items; N=713 (CC0 1.0) Nabizadehchianeh D. (2026). The Trait-State-Experience Pathway: State Affect Links Temperament to Daily Emotional Experience. Harvard Dataverse. | link |
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| nabwera_2021_bdi | Beck Depression Inventory-II (20 items) among school-going adolescents in rural Gambia (CC BY 4.0) Nabwera HM, Shah V, Neville R, Sosseh F, Saidykhan M, Faal F, Sonko B, Keita O, Schmidt W-P, Torondel B (2021). Menstrual hygiene management practices and associated health outcomes among school-going adolescents in rural Gambia. PLOS ONE, 16(2), e0247554. https://doi.org/10.1371/journal.pone.0247554 | link |
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| naciri_2022_dl_satisfaction | Student satisfaction with distance learning, 24 items (instructor, technology, course setup, interaction, outcomes, overall), 1 = strongly disagree ... 5 = strongly agree. 330 nursing and health technician students in Laayoune, Morocco, during COVID-19 (2022). Covariates: age, gender, nationality, discipline, study level, platform, internet quality. (CC0 1.0) Naciri, A., Radid, M., Achbani, A., Baba, M. A., Kharbach, A., & Chemsi, G. (2022). Factors affecting nursing and health technician students' satisfaction with distance learning during the COVID-19 pandemic in Morocco: a descriptive study. Journal of Educational Evaluation for Health Professions, 19, 28. https://doi.org/10.3352/jeehp.2022.19.28 | link |
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| nadar_2024_art_pedodontists conjoint · source = "conj" |
Indian pedodontists rated how likely they were to use atraumatic restorative treatment (ART) in 11 hypothetical child-patient scenarios that varied the child's age, cooperation and vulnerability status. 432 respondents, 11 single-profile scenarios, one rating (1 = very likely to 5 = very unlikely). (CC BY 4.0) Nadar, B., G. V., U., Almalki, S. A., & Gowdar, I. M. (2024). Understanding decision making for the use of atraumatic restorative approach based on non-clinical factors by Indian pedodontists: a conjoint analysis. F1000Research, 13, 1401. | link |
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| nadif_2026_genai_use | Use of generative AI applications (7 items, 1-5) from 206 Moroccan university students. (CC BY 4.0) Nadif, Zemrani, Ait Hammou, Mansour, Fakhrou, & Bouih (2026). Employing generative AI applications in learning: A factor analysis of motivations and effects among Moroccan university students. American Journal of STEM Education. https://doi.org/10.32674/vt55r634. Data: figshare, https://doi.org/10.6084/m9.figshare.34754553.v2 | link |
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| nadif_2026_integrity | Academic integrity perceptions of generative AI use (3 items, 1-5) from 206 Moroccan university students. (CC BY 4.0) Nadif, Zemrani, Ait Hammou, Mansour, Fakhrou, & Bouih (2026). Employing generative AI applications in learning: A factor analysis of motivations and effects among Moroccan university students. American Journal of STEM Education. https://doi.org/10.32674/vt55r634. Data: figshare, https://doi.org/10.6084/m9.figshare.34754553.v2 | link |
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| nadif_2026_memory_loss | Memory loss and cognitive reliance as an effect of generative AI use (3 items, 1-5) from 206 Moroccan university students. (CC BY 4.0) Nadif, Zemrani, Ait Hammou, Mansour, Fakhrou, & Bouih (2026). Employing generative AI applications in learning: A factor analysis of motivations and effects among Moroccan university students. American Journal of STEM Education. https://doi.org/10.32674/vt55r634. Data: figshare, https://doi.org/10.6084/m9.figshare.34754553.v2 | link |
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| nadif_2026_performance | Perceived academic performance effects of generative AI use (3 items, 1-5) from 206 Moroccan university students. (CC BY 4.0) Nadif, Zemrani, Ait Hammou, Mansour, Fakhrou, & Bouih (2026). Employing generative AI applications in learning: A factor analysis of motivations and effects among Moroccan university students. American Journal of STEM Education. https://doi.org/10.32674/vt55r634. Data: figshare, https://doi.org/10.6084/m9.figshare.34754553.v2 | link |
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| nadif_2026_procrastination | Procrastination as an effect of generative AI use (4 items, 1-5) from 206 Moroccan university students. (CC BY 4.0) Nadif, Zemrani, Ait Hammou, Mansour, Fakhrou, & Bouih (2026). Employing generative AI applications in learning: A factor analysis of motivations and effects among Moroccan university students. American Journal of STEM Education. https://doi.org/10.32674/vt55r634. Data: figshare, https://doi.org/10.6084/m9.figshare.34754553.v2 | link |
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| nadif_2026_reward_seeking | Search for rewards and quality as a motivation for generative AI use (3 items, 1-5) from 206 Moroccan university students. (CC BY 4.0) Nadif, Zemrani, Ait Hammou, Mansour, Fakhrou, & Bouih (2026). Employing generative AI applications in learning: A factor analysis of motivations and effects among Moroccan university students. American Journal of STEM Education. https://doi.org/10.32674/vt55r634. Data: figshare, https://doi.org/10.6084/m9.figshare.34754553.v2 | link |
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| nadif_2026_study_pressure | Study pressure as a motivation for generative AI use (4 items, 1-5) from 206 Moroccan university students. (CC BY 4.0) Nadif, Zemrani, Ait Hammou, Mansour, Fakhrou, & Bouih (2026). Employing generative AI applications in learning: A factor analysis of motivations and effects among Moroccan university students. American Journal of STEM Education. https://doi.org/10.32674/vt55r634. Data: figshare, https://doi.org/10.6084/m9.figshare.34754553.v2 | link |
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| nadif_2026_time_pressure | Time pressure as a motivation for generative AI use (4 items, 1-5) from 206 Moroccan university students. (CC BY 4.0) Nadif, Zemrani, Ait Hammou, Mansour, Fakhrou, & Bouih (2026). Employing generative AI applications in learning: A factor analysis of motivations and effects among Moroccan university students. American Journal of STEM Education. https://doi.org/10.32674/vt55r634. Data: figshare, https://doi.org/10.6084/m9.figshare.34754553.v2 | link |
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| naep_multilcirt | Extract from 1996 NAEP (GPL-3.0) Bartolucci, F., Bacci, S. and Gnaldi, M. (2014), MultiLCIRT: An R package for multidimensional latent class item response models, Computational Statistics and Data Analysis, 71, 971-985. | link |
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| nagawa_2026_aid_departments conjoint · source = "conj" |
Paired conjoint with 559 mid-level bureaucrats in six Ugandan ministries (2023): in 3 tasks respondents chose between two hypothetical departments varying donor exposure, allowance inequity and coordination; outcome is a forced choice. (CC0 1.0) Nagawa, M. (2026). Foreign aid and the performance of bureaucrats. International Organization. | link |
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| nagawa_2026_aid_projects conjoint · source = "conj" |
Paired conjoint with 559 mid-level bureaucrats in six Ugandan ministries (2023): in 3 tasks respondents chose between two hypothetical donor-funded projects varying funder, allowances, ownership and discretion; outcome is a forced choice. (CC0 1.0) Nagawa, M. (2026). Foreign aid and the performance of bureaucrats. International Organization. | link |
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| nair_2022_covax_agreement_lucid conjoint · source = "conj" |
Paired conjoint on international COVID-19 vaccine agreements: 1,749 US adults (Lucid, April 2021) chose which of two agreements the US should join in 4 pairs varying participating countries, household cost, cost and benefit distribution, external supply deals, technology sharing and monitoring, and rated their likelihood of voting for each 1-7. (CC0 1.0) Nair, G., & Peyton, K. (2022). Building mass support for global pandemic recovery efforts in the United States. PNAS Nexus, 1(4), pgac123. | link |
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| nair_2022_covax_agreement_norc conjoint · source = "conj" |
Paired conjoint on international COVID-19 recovery agreements: 4,204 US adults (NORC AmeriSpeak probability panel, Sep-Oct 2021) chose which of two agreements the US should support in 2 pairs varying overall cost, US share, funding use, beneficiaries and duration, and rated their likelihood of voting for each (5-point, deposited rescaled to 0-1). (CC0 1.0) Nair, G., & Peyton, K. (2022). Building mass support for global pandemic recovery efforts in the United States. PNAS Nexus, 1(4), pgac123. | link |
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| nair_2022_vaccine_recipients conjoint · source = "conj" |
Paired conjoint on COVID-19 vaccine priority: 1,747 US adults (Lucid, April 2021) chose which of two people waiting for a vaccine should get priority, in up to 5 pairs varying sex, age group, exposure and illness risk, occupation, working from home and country of origin, and rated each 1-7. (CC0 1.0) Nair, G., & Peyton, K. (2022). Building mass support for global pandemic recovery efforts in the United States. PNAS Nexus, 1(4), pgac123. | link |
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| naja_2024_challenges | 5-item binary (0/1) multi-select checklist of perceived COVID-19 work challenges, UAE dieticians (CC BY 4.0) Naja F, Hassan H, Radwan H, et al. (2024) Intention to quit and its correlates among dieticians residing in the United Arab Emirates during the COVID-19 pandemic: A cross-sectional survey. PLOS ONE 19(1): e0295904. | link |
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| najari_2024_bpqsf_autonomic | Body Perception Questionnaire-Short Form (BPQ-SF), Persian version -- Autonomic Reactivity subscale (21 items) (CC BY 4.0) Najari S, Rostami R, Kazemi R, Farahani H (2024). Factor structure and psychometric properties of the Body Perception Questionnaire–Short Form (BPQ-SF); The Persian version. PLOS ONE, 19(9), e0306348. https://doi.org/10.1371/journal.pone.0306348 | link |
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| najari_2024_bpqsf_awareness | Body Perception Questionnaire-Short Form (BPQ-SF), Persian version -- Body Awareness subscale (46 items) (CC BY 4.0) Najari S, Rostami R, Kazemi R, Farahani H (2024). Factor structure and psychometric properties of the Body Perception Questionnaire–Short Form (BPQ-SF); The Persian version. PLOS ONE, 19(9), e0306348. https://doi.org/10.1371/journal.pone.0306348 | link |
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| najari_2024_bpqsf_stress | Body Perception Questionnaire-Short Form (BPQ-SF), Persian version -- Stress Symptoms subscale (12 items) (CC BY 4.0) Najari S, Rostami R, Kazemi R, Farahani H (2024). Factor structure and psychometric properties of the Body Perception Questionnaire–Short Form (BPQ-SF); The Persian version. PLOS ONE, 19(9), e0306348. https://doi.org/10.1371/journal.pone.0306348 | link |
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| nakai_2020_immigration | Whether the country should allow people from poor countries in Europe, the Middle East, Africa and Asia (1-4, don't know dropped) from 1,013 web-survey respondents in Estonia and Latvia, 2018. (CC0 1.0) Nakai, R. (2020). Attitude toward Immigrants and Politics in Estonia and Latvia in 2018 [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/J3AAF8 | link |
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| nakai_2020_inst_trust | Confidence in eight institutions (army, press, police, courts, government, parties, parliament, UN; 1-4, don't know dropped) from 1,013 web-survey respondents in Estonia and Latvia, 2018. (CC0 1.0) Nakai, R. (2020). Attitude toward Immigrants and Politics in Estonia and Latvia in 2018 [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/J3AAF8 | link |
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| nakai_2020_values | Five portrait-value items (creativity, equality, order, security, tradition; 1-6 like me, don't know dropped) from 1,013 web-survey respondents in Estonia and Latvia, 2018. (CC0 1.0) Nakai, R. (2020). Attitude toward Immigrants and Politics in Estonia and Latvia in 2018 [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/J3AAF8 | link |
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| nakano_2020_osce_contact_precautions | OSCE checklist of contact precaution behaviors (hand hygiene and PPE) assessed in medical interns across 2 sessions; N=269, 15 binary items, 2 waves (CC0 1.0) Nagoshi, Y.; Cooper, L.; Meyer, L.; Cherabuddi, K.; Close, J.; Dow, J.; Markham, M.; Stalvey, C. (2019). Application of an objective structured clinical examination to evaluate and monitor interns' proficiency in hand hygiene and personal protective equipment use in the United States. Journal of Educational Evaluation for Health Professions 16: 31. DOI: 10.3352/jeehp.2019.16.31 | link |
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| nam_2024_access | Health Navigation Self-sufficiency Scale (10 binary items) N=214 diabetic patients with physical disabilities (CC BY 4.0) Nam S; Yoon H (2024) Pathways linking health literacy to self-care in diabetic patients with physical disabilities: A moderated mediation model. PLOS ONE. | link |
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| nam_2024_attitude | Diabetes Self-management Attitude Scale (10 items 1-5 scale) N=214 diabetic patients with physical disabilities (CC BY 4.0) Nam S; Yoon H (2024) Pathways linking health literacy to self-care in diabetic patients with physical disabilities: A moderated mediation model. PLOS ONE. | link |
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| nam_2024_function | Washington Group Short Set on Functioning (6 items 1-4 scale) N=214 diabetic patients with physical disabilities (CC BY 4.0) Nam S; Yoon H (2024) Pathways linking health literacy to self-care in diabetic patients with physical disabilities: A moderated mediation model. PLOS ONE. | link |
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| nam_2024_khlat | Korean Health Literacy Assessment Tool (KHLAT-4, 66 items 1-4 scale) N=214 diabetic patients with physical disabilities (CC BY 4.0) Nam S; Yoon H (2024) Pathways linking health literacy to self-care in diabetic patients with physical disabilities: A moderated mediation model. PLOS ONE. | link |
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| nam_2024_medint | Medical Decision-making Tool, provider-patient interaction quality (7 items 1-5 scale) N=214 diabetic patients with physical disabilities (CC BY 4.0) Nam S; Yoon H (2024) Pathways linking health literacy to self-care in diabetic patients with physical disabilities: A moderated mediation model. PLOS ONE. | link |
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| nam_2024_selfcare | Diabetes Self-care Scale (15 items 1-4 scale) N=214 diabetic patients with physical disabilities (CC BY 4.0) Nam S; Yoon H (2024) Pathways linking health literacy to self-care in diabetic patients with physical disabilities: A moderated mediation model. PLOS ONE. | link |
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| nam_2024_selfeff | Korean-modified Self-Efficacy for Diabetes Scale (8 items 1-10 scale) N=214 diabetic patients with physical disabilities (CC BY 4.0) Nam S; Yoon H (2024) Pathways linking health literacy to self-care in diabetic patients with physical disabilities: A moderated mediation model. PLOS ONE. | link |
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| narcissism_schneider_2025_study1_jauk_emotionality | Emotionality (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study1_jauk_extraversion | Extraversion (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study1_jauk_honestyhumility | Honesty-Humility (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study1_jauk_hsns | The Hypersensitive Narcissism Scale (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study1_jauk_npi | A narcissistic personality inventory (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study1_koeberl_hsns | The Hypersensitive Narcissism Scale (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study1_morf_hsns | The Hypersensitive Narcissism Scale (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_audit | Alcohol Use and Dependency Symptoms (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_bfi | Big Five Personality Traits (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_cape | Psychotic-like Experiences (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_det | Detachment (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_ffni | Five-Factor Narcissism (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_hexaco | Honesty-Humility, Emotionality, Extraversion, Agreeableness, Conscientiousness, Openness (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_hsns | The Hypersensitive Narcissism Scale (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_idasii | Internalizing Symptoms (Depression and Anxiety) (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_lpfs | Level of Personality Functioning Scale (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_narq | Narcissistic Admiration and Rivalry (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_npi | Grandiose Narcissism (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_phq | Depression (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_pid | Maladaptive Personality Traits (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_pni | Pathological Narcissism (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_rses | Global Self-Esteem (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_shs | Subjective Happiness (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_swls | Life Satisfaction (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissism_schneider_2025_study2_who | Subjective Well-being (CC BY 4.0) Schneider, S., Spormann, S. S., Morf, C., Back, M. D., Mokros, A., & Jauk, E. (2025, July 1). The Hypersensitive Narcissism Scale: Updated and Extended Construct Validation Using a Newly Constructed German Version. Retrieved from osf.io/nc4a9 | link |
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| narcissistic_personality_inventory | The measurement of narcissism as a personality trait in social psychological research. (CC BY 4.0) Raskin, R., & Terry, H. (1988). A principal-components analysis of the Narcissistic Personality Inventory and further evidence of its construct validity. Journal of personality and social psychology, 54(5), 890. | link |
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| narjes_2021_native_bee_policy conjoint · source = "conj" |
Two pooled choice experiments with 325 farmers in Thailand (198 longan farmers in Chiang Mai, 127 rambutan farmers in Chanthaburi) choosing among Policy A, Policy B and a no-conservation status quo that differ in bee-friendly pest control, habitat improvement, native bee husbandry, change in native bee population and a one-time cost. 12 sets each, choice. (CC BY 4.0) Narjes, M. E., & Lippert, C. (2021). Regional differences in farmers' preferences for a native bee conservation policy: The case of farming communities in Northern and Eastern Thailand. PLOS ONE, 16(5), e0251206. | link |
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| nas_rogoza_2024_study1 | Reducing the initial 30-item pool of the Narcissistic Antagonism Scale (NAS) (CC0 1.0) Rogoza, R., Baran, L., Flakus, M., Krammer, G., & Fatfouta, R. (2024). Introducing the Narcissistic Antagonism Scale: A missing puzzle piece in the assessment of momentary narcissism. Psychological Assessment. | link |
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| nas_rogoza_2024_study2_nas | Study to examine if NAS, along with existing scales NGS (Narcissistic Grandiosity Scale) and NVS (Narcissistic Vulnerability Scale), formed a three-factor structure and tested how these scales worked together. (CC0 1.0) Rogoza, R., Baran, L., Flakus, M., Krammer, G., & Fatfouta, R. (2024). Introducing the Narcissistic Antagonism Scale: A missing puzzle piece in the assessment of momentary narcissism. Psychological Assessment. | link |
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| nas_rogoza_2024_study2_ngs | Study to examine if NAS, along with existing scales NGS (Narcissistic Grandiosity Scale) and NVS (Narcissistic Vulnerability Scale), formed a three-factor structure and tested how these scales worked together. (CC0 1.0) Rogoza, R., Baran, L., Flakus, M., Krammer, G., & Fatfouta, R. (2024). Introducing the Narcissistic Antagonism Scale: A missing puzzle piece in the assessment of momentary narcissism. Psychological Assessment. | link |
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| nas_rogoza_2024_study2_nvs | Study to examine if NAS, along with existing scales NGS (Narcissistic Grandiosity Scale) and NVS (Narcissistic Vulnerability Scale), formed a three-factor structure and tested how these scales worked together. (CC0 1.0) Rogoza, R., Baran, L., Flakus, M., Krammer, G., & Fatfouta, R. (2024). Introducing the Narcissistic Antagonism Scale: A missing puzzle piece in the assessment of momentary narcissism. Psychological Assessment. | link |
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| nas_rogoza_2024_study5_nas | Examined narcissism in daily life using diary methodology. (CC0 1.0) Rogoza, R., Baran, L., Flakus, M., Krammer, G., & Fatfouta, R. (2024). Introducing the Narcissistic Antagonism Scale: A missing puzzle piece in the assessment of momentary narcissism. Psychological Assessment. | link |
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| nas_rogoza_2024_study5_ngs | Examined narcissism in daily life using diary methodology. (CC0 1.0) Rogoza, R., Baran, L., Flakus, M., Krammer, G., & Fatfouta, R. (2024). Introducing the Narcissistic Antagonism Scale: A missing puzzle piece in the assessment of momentary narcissism. Psychological Assessment. | link |
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| nas_rogoza_2024_study5_nvs | Examined narcissism in daily life using diary methodology. (CC0 1.0) Rogoza, R., Baran, L., Flakus, M., Krammer, G., & Fatfouta, R. (2024). Introducing the Narcissistic Antagonism Scale: A missing puzzle piece in the assessment of momentary narcissism. Psychological Assessment. | link |
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| natesan_2019_ed_satisfaction | 28-item emergency-department satisfaction questionnaire (Q2-Q29) on a 5-point scale, from 705 ED visit interviews. cov_respondent_type is the study's POINT, not an incidental covariate: the paper is a measurement-invariance study asking whether the items function identically for patients and family members, and this is the grouping variable the invariance is tested across. Its codes ship exactly as the deposit gives them - 1 (466 interviews), 2 (237) and 3 (2) - because which of 1/2 is 'patient' is nowhere stated and the third code is undocumented and appears in only 2 rows; those 2 rows are kept, since their responses are real. MISSINGNESS IS PER-ITEM AND LARGE BY DESIGN: per-item n runs 290-703 of 705, because many items concern a specific aspect of care that a given visit did not involve (an item about laboratory results cannot be answered by a visit with no tests). The lowest-n item is answered by 41% of the sample, which matters before computing a total score. Cells are dropped; every respondent answered at least one item and all 705 appear. (CC BY 4.0) Natesan P, Hadid D, Harb YA, Hitti E (2019). Comparing patients and families perceptions of satisfaction and predictors of overall satisfaction in the emergency department. PLOS ONE 14(8). | link |
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| nature_relatedness | Data on the strength of connection to nature that individuals feel (CC BY 4.0) Nisbet, E., Zelenski, J. (2018). Nature Relatedness Scale [dataset and codebook]. http://openpsychometrics.org/_rawdata/NR6-data-14Nov2018.zip | link |
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| naulia_2026_chatgpt_use | ChatGPT utilisation as part of a digital learning system, 15 items, 1-5; N = 354 grade-8 students, SMP Negeri 5 South Tangerang, Indonesia; cov_age, cov_gender, cov_class. (CC BY 4.0) Naulia, M., & Tjhin, V. U. (2026). The Utilization of ChatGPT as a Component of a Digital Learning System and Its Impact on Students' Learning Motivation: A Case Study of SMP Negeri 5 South Tangerang. IEEE IAICT 2026. https://doi.org/10.1109/IAICT71158.2026.11620932 | link |
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| naulia_2026_learning_motivation | Learning motivation, 20 items, 1-5; N = 354 grade-8 students, SMP Negeri 5 South Tangerang, Indonesia; cov_age, cov_gender, cov_class. (CC BY 4.0) Naulia, M., & Tjhin, V. U. (2026). The Utilization of ChatGPT as a Component of a Digital Learning System and Its Impact on Students' Learning Motivation: A Case Study of SMP Negeri 5 South Tangerang. IEEE IAICT 2026. https://doi.org/10.1109/IAICT71158.2026.11620932 | link |
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| nbashots_sim simulated · source = "sim" |
Simulated basketball shots (400 shooters, 136,368 shots; not NBA data). Items are shot zones; shooters choose their shots, with better shooters taking harder ones, so raw accuracy mixes skill with selection. True skill in cov_true_theta; court location, distance and game clock in trial_ columns. (CC0 1.0) Domingue, B. W. (2026). NBA shots simulation [R script]. Item Response Warehouse. https://github.com/ben-domingue/irw/blob/main/data/simsyn/nbashots_sim.R | link |
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| ndebele_2019_electricity_switching conjoint · source = "conj" |
Choice experiment in which 224 New Zealand electricity bill payers chose among their current supplier and two hypothetical suppliers (A, B) described by call waiting time, fixed-rate guarantee, prompt-payment discount, loyalty rewards, renewable share, NZ ownership, supplier type and monthly bill. 12 tasks each, forced choice. (CC BY-NC 3.0) Ndebele, T., Marsh, D., & Scarpa, R. (2019). Consumer switching in retail electricity markets: Is price all that matters? Energy Economics, 83, 88-103. | link |
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| negrini_2024_isyqol | ISYQOL health-related quality-of-life questionnaire, 20 items scored 0-2, from 550 adolescents with idiopathic scoliosis across seven countries. Items 14-20 use '*' for not-applicable (brace-specific items); those cells are dropped. cov_nation carries the deposit's integer country code. (CC BY 4.0) Negrini, S. (2024). ISYQOL Cross cultural. Zenodo. | link |
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| neisser_2026_mp_outside_income conjoint · source = "conj" |
German voters of the five 2005-2013 Bundestag parties (Bilendi online panel, December 2023-January 2024; 4,028 respondents) rated three hypothetical members of parliament, one at a time, varying gender, marital status, party, terms served, mandate type and disclosed outside activity and income. Outcomes: four 1-7 agreement ratings (represents voters' interests, competent, represents own or third-party interests, hardworking). (CC0 1.0) Neisser, C., & Wehrhöfer, N. (2026). Outside income as a signal: Evidence from politicians and voters. The Review of Economics and Statistics. | link |
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| neivasantos_2026_bes | Basic Empathy Scale, Portuguese adaptation (19 items, 1-5 agreement), 105 Portuguese first-year university students at two administrations. (CC BY 4.0) Neiva Santos, I., Reis, A. I., & Azevedo, J. (2026). Dataset associated with the paper "The role of listening in digital empathy: a Portuguese adaptation of the Basic Empathy Scale and of the Online Empathy Questionnaire" [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21776225 | link |
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| neivasantos_2026_comm_channels | How often students talk with close friends in person, by phone, written message, recorded message and video call (1 never to 5 always), 105 Portuguese first-year university students at two administrations. (CC BY 4.0) Neiva Santos, I., Reis, A. I., & Azevedo, J. (2026). Dataset associated with the paper "The role of listening in digital empathy: a Portuguese adaptation of the Basic Empathy Scale and of the Online Empathy Questionnaire" [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21776225 | link |
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| neivasantos_2026_oeq | Online Empathy Questionnaire, Portuguese adaptation (8 items, 1-5 agreement), 105 Portuguese first-year university students at two administrations. (CC BY 4.0) Neiva Santos, I., Reis, A. I., & Azevedo, J. (2026). Dataset associated with the paper "The role of listening in digital empathy: a Portuguese adaptation of the Basic Empathy Scale and of the Online Empathy Questionnaire" [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21776225 | link |
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| nelson2019_ipqrd | IPQ-RDE (Illness Perception Questionnaire - Revised, Dental), 1-5 Likert; N=198, 43 items, adults aged 62+ (CC BY 4.0) Nelson, S., Albert, J. M., Liu, Y., Selvaraj, D., Curtan, S., Ryan, K., Pinto, A., Ejaz, F., Milgrom, P., & Riedy, C. (2019). The psychometric properties of a new oral health illness perception measure for adults aged 62 years and older. PLOS ONE, 14(4), e0214082. | link |
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| nelson_2019_ipqrde | 43-item Illness Perception Questionnaire - Revised, Dental Edition (IPQ-RDE), older adults' perception of their dental conditions, N=198 (CC BY 4.0) Nelson S, Albert JM, Liu Y, Selvaraj D, Curtan S, Ryan K, et al. (2019) The psychometric properties of a new oral health illness perception measure for adults aged 62 years and older. PLoS ONE 14(4): e0214082. https://doi.org/10.1371/journal.pone.0214082 | link |
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| nelson_2020_covid_job_offers conjoint · source = "conj" |
US MTurk workers (April 2020, n=984) compared 15 pairs of hypothetical job offers varying the state governor's COVID-19 response, location, company size, state partisanship, salary and company culture; they chose the more attractive offer and rated each offer's attractiveness (1-5). (CC0 1.0) Nelson, M. J., & Witko, C. (2020). Government reputational effects of COVID-19 public health actions: A job opportunity evaluation conjoint experiment. Journal of Behavioral Public Administration, 3(1). | link |
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| nelson_2022_backsliding_mturk conjoint · source = "conj" |
US MTurk workers (Sept 2019; n=736) compared 15 pairs of hypothetical job offers described by salary, firm size, location type, workplace culture, the state's presidential partisanship and a state democratic-backsliding event; outcomes are a forced choice of offer and a 5-point rating of each. (CC0 1.0) Nelson, M. J., & Witko, C. (2022). The economic costs of democratic backsliding? Backsliding and state location preferences of US job seekers. The Journal of Politics, 84(2), 1233-1238. | link |
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| nelson_2022_backsliding_students conjoint · source = "conj" |
Students at a large US public university (Sept 2019; n=337) compared 15 pairs of hypothetical job offers described by salary, firm size, location type, workplace culture, the state's presidential partisanship and a state democratic-backsliding event; outcomes are a forced choice of offer and a 5-point rating of each. (CC0 1.0) Nelson, M. J., & Witko, C. (2022). The economic costs of democratic backsliding? Backsliding and state location preferences of US job seekers. The Journal of Politics, 84(2), 1233-1238. | link |
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| nelson_2025_abortion_jobs conjoint · source = "conj" |
Paired conjoint on interstate job offers: 1,200 US adults (YouGov, 2022) compared 10 pairs of hypothetical jobs in another state varying company size and culture, salary, home prices, January temperature, location, the state's 2020 presidential vote and recent state economic and social policies (including abortion bans); outcomes are the job chosen and a 4-point rating of each job. (CC0 1.0) Nelson, M. J., & Witko, C. (2025). Abortion bans and interstate migration. Political Research Quarterly. | link |
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| nelvirita_2025_effectiveness | 8 items on the effectiveness of generative AI for study (1-5 agreement), 319 students (CC BY 4.0) Nelvirita, Hayati, D. I., Azka, R., & Putra, R. (2025). GenAI questionnaire. Zenodo. | link |
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| nelvirita_2025_ethics | 8 items on the ethics of generative-AI use in study (1-5 agreement), 319 Indonesian students (CC BY 4.0) Nelvirita, Hayati, D. I., Azka, R., & Putra, R. (2025). GenAI questionnaire. Zenodo. | link |
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| nelvirita_2025_guidance | 11 items on guidance and rules for generative-AI use (1-5 agreement), 319 students (CC BY 4.0) Nelvirita, Hayati, D. I., Azka, R., & Putra, R. (2025). GenAI questionnaire. Zenodo. | link |
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| nelvirita_2025_literacy | 7 items on generative-AI literacy (1-5 agreement), 319 students (CC BY 4.0) Nelvirita, Hayati, D. I., Azka, R., & Putra, R. (2025). GenAI questionnaire. Zenodo. | link |
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| nepal_2024_phq4 | Patient Health Questionnaire-4 as an EMA, 4 items, 0 (not at all) to 3 (nearly every day): nervous/anxious/on edge, unable to stop worrying, down/depressed/hopeless, little interest or pleasure. 218 people, 35,348 reports. College Experience Study EMA, Dartmouth undergraduates, 2017-09 to 2022-07; about one report every six days per person. wave is each person's report number in date order (shared by nepal_2024_phq4 and nepal_2024_state_self_esteem); date is the report's calendar date (Unix seconds, 00:00 UTC; no time of day). No covariates. (CC BY-NC-SA 4.0) Nepal, S., Liu, W., Pillai, A., Wang, W., Vojdanovski, V., Huckins, J. F., Rogers, C., Meyer, M. L., & Campbell, A. T. (2024). Capturing the College Experience: A Four-Year Mobile Sensing Study of Mental Health, Resilience and Behavior of College Students during the Pandemic. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 8(1), 1-37. | link |
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| nepal_2024_state_self_esteem | State self-esteem as an EMA, 4 items from the State Self-Esteem Scale, 1 (not at all) to 5 (extremely): right now I worry what others think of me, am pleased with my appearance, feel as smart as others, feel good about myself overall. 218 people, 35,348 reports. College Experience Study EMA, Dartmouth undergraduates, 2017-09 to 2022-07; about one report every six days per person. wave is each person's report number in date order (shared by nepal_2024_phq4 and nepal_2024_state_self_esteem); date is the report's calendar date (Unix seconds, 00:00 UTC; no time of day). No covariates. (CC BY-NC-SA 4.0) Nepal, S., Liu, W., Pillai, A., Wang, W., Vojdanovski, V., Huckins, J. F., Rogers, C., Meyer, M. L., & Campbell, A. T. (2024). Capturing the College Experience: A Four-Year Mobile Sensing Study of Mental Health, Resilience and Behavior of College Students during the Pandemic. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 8(1), 1-37. | link |
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| nerdy_personality | Attempt to quantify 'nerdiness' (CC BY 4.0) (2015). Development of the Nerdy Personality Attributes Scale [dataset and codebook]. http://openpsychometrics.org/tests/NPAS/development/ | link |
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| nettle_2024_welfare_schemes conjoint · source = "conj" |
UK adults (n=800, Prolific, April 2023) chose between pairs of hypothetical welfare schemes varying payment size, income tax, other funding, effects on poverty, inequality, life expectancy and anxiety/depression, and work, income and citizenship conditions; 15 tasks x 2 profiles. (CC BY-NC 4.0) Nettle, D., Chrisp, J., Johnson, E., & Johnson, M. (2024). What do people want from a welfare system? Conjoint survey evidence from UK adults [Preprint]. | link |
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| neubauer_2021_paco_autonomy_support | Daily autonomy-supportive and controlling parenting, 5 items, 1 (completely disagree) to 7 (completely agree): let the child decide, child could do what he/she liked, told the child several times what to do, explained why to do things, explained why not to do things. 559 parents. PACO daily diaries: German parents of school-aged children, one evening diary a day for up to 21 days during the April-May 2020 COVID-19 lockdown. wave is the study day (1-21); date is the diary start time in Unix seconds (source stamps are German local time, converted). Covariates: cov_gender, cov_age (parent, from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., Schmidt, A., Kramer, A. C., & Schmiedek, F. (2021). A Little Autonomy Support Goes a Long Way: Daily Autonomy-Supportive Parenting, Child Well-Being, Parental Need Fulfillment, and Change in Child, Family, and Parent Adjustment Across the Adaptation to the COVID-19 Pandemic. Child Development, 92(5), 1679-1697. | link |
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| neubauer_2021_paco_bmpn | Daily psychological need fulfillment, Balanced Measure of Psychological Needs (Sheldon & Hilpert 2012; German version Neubauer & Voss 2018), 18 items, 1 (completely disagree) to 7 (completely agree): satisfaction and frustration of autonomy, competence and relatedness, three items each. 554 parents. PACO daily diaries: German parents of school-aged children, one evening diary a day for up to 21 days during the April-May 2020 COVID-19 lockdown. wave is the study day (1-21); date is the diary start time in Unix seconds (source stamps are German local time, converted). Covariates: cov_gender, cov_age (parent, from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., Schmidt, A., Kramer, A. C., & Schmiedek, F. (2021). A Little Autonomy Support Goes a Long Way: Daily Autonomy-Supportive Parenting, Child Well-Being, Parental Need Fulfillment, and Change in Child, Family, and Parent Adjustment Across the Adaptation to the COVID-19 Pandemic. Child Development, 92(5), 1679-1697. | link |
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| neubauer_2021_paco_child_affect | Target child's daily affect as rated by the parent, 10 items (Today my child was... happy, afraid, sad, balanced, exhausted, cheerful, worried, full of energy, angry, relaxed), 1 (not at all) to 7 (very). 557 parents. PACO daily diaries: German parents of school-aged children, one evening diary a day for up to 21 days during the April-May 2020 COVID-19 lockdown. wave is the study day (1-21); date is the diary start time in Unix seconds (source stamps are German local time, converted). Covariates: cov_gender, cov_age (parent, from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., Schmidt, A., Kramer, A. C., & Schmiedek, F. (2021). A Little Autonomy Support Goes a Long Way: Daily Autonomy-Supportive Parenting, Child Well-Being, Parental Need Fulfillment, and Change in Child, Family, and Parent Adjustment Across the Adaptation to the COVID-19 Pandemic. Child Development, 92(5), 1679-1697. | link |
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| neubauer_2021_paco_corona_info | Daily COVID-19 information behaviour, 4 items, 1 (not at all) to 5 (very often): followed news about the pandemic, talked with friends or family about it, viewed social-media posts about it, created or shared such posts. 552 parents. PACO daily diaries: German parents of school-aged children, one evening diary a day for up to 21 days during the April-May 2020 COVID-19 lockdown. wave is the study day (1-21); date is the diary start time in Unix seconds (source stamps are German local time, converted). Covariates: cov_gender, cov_age (parent, from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., Schmidt, A., Kramer, A. C., & Schmiedek, F. (2021). A Little Autonomy Support Goes a Long Way: Daily Autonomy-Supportive Parenting, Child Well-Being, Parental Need Fulfillment, and Change in Child, Family, and Parent Adjustment Across the Adaptation to the COVID-19 Pandemic. Child Development, 92(5), 1679-1697. | link |
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| neubauer_2021_paco_mindfulness | Daily state mindfulness, four items from the Multidimensional State Mindfulness Questionnaire (Blanke & Brose 2017), 1-7: opened up to what was happening, felt something was slightly off, focused on the present moment, could have acted more appropriately. 551 parents. PACO daily diaries: German parents of school-aged children, one evening diary a day for up to 21 days during the April-May 2020 COVID-19 lockdown. wave is the study day (1-21); date is the diary start time in Unix seconds (source stamps are German local time, converted). Covariates: cov_gender, cov_age (parent, from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., Schmidt, A., Kramer, A. C., & Schmiedek, F. (2021). A Little Autonomy Support Goes a Long Way: Daily Autonomy-Supportive Parenting, Child Well-Being, Parental Need Fulfillment, and Change in Child, Family, and Parent Adjustment Across the Adaptation to the COVID-19 Pandemic. Child Development, 92(5), 1679-1697. | link |
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| neubauer_2021_paco_parent_affect | Parent's daily affect, 10 items (Today I was... happy, afraid, sad, balanced, exhausted, cheerful, worried, full of energy, angry, relaxed), 1 (not at all) to 7 (very), covering the quadrants of the affect circumplex. 553 parents. PACO daily diaries: German parents of school-aged children, one evening diary a day for up to 21 days during the April-May 2020 COVID-19 lockdown. wave is the study day (1-21); date is the diary start time in Unix seconds (source stamps are German local time, converted). Covariates: cov_gender, cov_age (parent, from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., Schmidt, A., Kramer, A. C., & Schmiedek, F. (2021). A Little Autonomy Support Goes a Long Way: Daily Autonomy-Supportive Parenting, Child Well-Being, Parental Need Fulfillment, and Change in Child, Family, and Parent Adjustment Across the Adaptation to the COVID-19 Pandemic. Child Development, 92(5), 1679-1697. | link |
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| neubauer_2021_paco_parenting | Daily parenting experience, 5 items, 1 (completely disagree) to 7 (completely agree): had fun together, talked about the child's worries, hard to assert oneself, looking after the child drained energy, disagreements. 559 parents. PACO daily diaries: German parents of school-aged children, one evening diary a day for up to 21 days during the April-May 2020 COVID-19 lockdown. wave is the study day (1-21); date is the diary start time in Unix seconds (source stamps are German local time, converted). Covariates: cov_gender, cov_age (parent, from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., Schmidt, A., Kramer, A. C., & Schmiedek, F. (2021). A Little Autonomy Support Goes a Long Way: Daily Autonomy-Supportive Parenting, Child Well-Being, Parental Need Fulfillment, and Change in Child, Family, and Parent Adjustment Across the Adaptation to the COVID-19 Pandemic. Child Development, 92(5), 1679-1697. | link |
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| neubauer_2021_paco_stressors | Daily stressors after the Daily Inventory of Stressful Experiences, 8 yes/no items (0 = no, 1 = yes): argument or disagreement, something negative for a friend or relative, health, work, household, leisure, financial, other. 555 parents. PACO daily diaries: German parents of school-aged children, one evening diary a day for up to 21 days during the April-May 2020 COVID-19 lockdown. wave is the study day (1-21); date is the diary start time in Unix seconds (source stamps are German local time, converted). Covariates: cov_gender, cov_age (parent, from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., Schmidt, A., Kramer, A. C., & Schmiedek, F. (2021). A Little Autonomy Support Goes a Long Way: Daily Autonomy-Supportive Parenting, Child Well-Being, Parental Need Fulfillment, and Change in Child, Family, and Parent Adjustment Across the Adaptation to the COVID-19 Pandemic. Child Development, 92(5), 1679-1697. | link |
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| neubauer_2021_paco_worry | Daily worry, five items from the Ambulatory Worry Scale, 1 (completely disagree) to 7 (completely agree): worried about a lot of things, worries bothered me, worried about things that might happen, couldn't get worries out of my head, wrapped up in worries. 553 parents. PACO daily diaries: German parents of school-aged children, one evening diary a day for up to 21 days during the April-May 2020 COVID-19 lockdown. wave is the study day (1-21); date is the diary start time in Unix seconds (source stamps are German local time, converted). Covariates: cov_gender, cov_age (parent, from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., Schmidt, A., Kramer, A. C., & Schmiedek, F. (2021). A Little Autonomy Support Goes a Long Way: Daily Autonomy-Supportive Parenting, Child Well-Being, Parental Need Fulfillment, and Change in Child, Family, and Parent Adjustment Across the Adaptation to the COVID-19 Pandemic. Child Development, 92(5), 1679-1697. | link |
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| neubauer_2023_stecco_activity_motivation | Momentary motivation for another activity of 30+ minutes, the same 8 reasons as the study-motivation table, 1-7. Asked only if the person had not studied. 299 people. STECCO ambulatory assessment: German first-year university students, 14 days (April-July 2021), five quasi-random ESM beeps a day plus an end-of-day questionnaire. wave is each person's report number in time order across ESM and end-of-day reports (shared across the nine neubauer_2023_stecco tables); date is the report start time in Unix seconds. Covariates: cov_gender, cov_age (from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., & Schmiedek, F. (2023). Approaching academic adjustment on multiple time scales. Zeitschrift für Erziehungswissenschaft, 27(1), 147-168. | link |
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| neubauer_2023_stecco_emotion_regulation | Momentary emotion regulation since the last survey, 5 items adapted from the Heidelberg Form for Emotion Regulation Strategies, 1 (not at all) to 7 (very): three reappraisal items, suppression, rumination; -1 (not applicable) dropped. 319 people. STECCO ambulatory assessment: German first-year university students, 14 days (April-July 2021), five quasi-random ESM beeps a day plus an end-of-day questionnaire. wave is each person's report number in time order across ESM and end-of-day reports (shared across the nine neubauer_2023_stecco tables); date is the report start time in Unix seconds. Covariates: cov_gender, cov_age (from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., & Schmiedek, F. (2023). Approaching academic adjustment on multiple time scales. Zeitschrift für Erziehungswissenschaft, 27(1), 147-168. | link |
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| neubauer_2023_stecco_eod_affect | End-of-day affect, 10 items (Today, I felt... happy, afraid, sad, balanced, exhausted, cheerful, worried, full of energy, angry, relaxed), 1 (not at all) to 7 (very). 307 people. STECCO ambulatory assessment: German first-year university students, 14 days (April-July 2021), five quasi-random ESM beeps a day plus an end-of-day questionnaire. wave is each person's report number in time order across ESM and end-of-day reports (shared across the nine neubauer_2023_stecco tables); date is the report start time in Unix seconds. Covariates: cov_gender, cov_age (from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., & Schmiedek, F. (2023). Approaching academic adjustment on multiple time scales. Zeitschrift für Erziehungswissenschaft, 27(1), 147-168. | link |
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| neubauer_2023_stecco_eod_bmpn | End-of-day psychological need fulfillment, Balanced Measure of Psychological Needs (Sheldon & Hilpert 2012; German version Neubauer & Voss 2016), 18 items, 1-7: satisfaction and frustration of autonomy, competence and relatedness today. 307 people. STECCO ambulatory assessment: German first-year university students, 14 days (April-July 2021), five quasi-random ESM beeps a day plus an end-of-day questionnaire. wave is each person's report number in time order across ESM and end-of-day reports (shared across the nine neubauer_2023_stecco tables); date is the report start time in Unix seconds. Covariates: cov_gender, cov_age (from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., & Schmiedek, F. (2023). Approaching academic adjustment on multiple time scales. Zeitschrift für Erziehungswissenschaft, 27(1), 147-168. | link |
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| neubauer_2023_stecco_esm_affect | Momentary affect, 10 items (Right now, I feel... happy, afraid, sad, balanced, exhausted, cheerful, worried, full of energy, angry, relaxed), 1 (not at all) to 7 (very), ESM beeps. 321 people. STECCO ambulatory assessment: German first-year university students, 14 days (April-July 2021), five quasi-random ESM beeps a day plus an end-of-day questionnaire. wave is each person's report number in time order across ESM and end-of-day reports (shared across the nine neubauer_2023_stecco tables); date is the report start time in Unix seconds. Covariates: cov_gender, cov_age (from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., & Schmiedek, F. (2023). Approaching academic adjustment on multiple time scales. Zeitschrift für Erziehungswissenschaft, 27(1), 147-168. | link |
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| neubauer_2023_stecco_father_parenting | Perceived parenting by the father today, the same 8 autonomy-support and control items as the mother table, 1-7; -1 (no contact today) dropped. 211 people. STECCO ambulatory assessment: German first-year university students, 14 days (April-July 2021), five quasi-random ESM beeps a day plus an end-of-day questionnaire. wave is each person's report number in time order across ESM and end-of-day reports (shared across the nine neubauer_2023_stecco tables); date is the report start time in Unix seconds. Covariates: cov_gender, cov_age (from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., & Schmiedek, F. (2023). Approaching academic adjustment on multiple time scales. Zeitschrift für Erziehungswissenschaft, 27(1), 147-168. | link |
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| neubauer_2023_stecco_mother_parenting | Perceived parenting by the mother today, 8 items, 1 (completely disagree) to 7 (completely agree): autonomy support (let me make my own choices, decide for myself, asked my opinion, considered my point of view) and psychological control (interrupted me, made me feel guilty, tried to change how I feel or think, less friendly when I did something she disapproved); -1 (no contact today) dropped. 269 people. STECCO ambulatory assessment: German first-year university students, 14 days (April-July 2021), five quasi-random ESM beeps a day plus an end-of-day questionnaire. wave is each person's report number in time order across ESM and end-of-day reports (shared across the nine neubauer_2023_stecco tables); date is the report start time in Unix seconds. Covariates: cov_gender, cov_age (from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., & Schmiedek, F. (2023). Approaching academic adjustment on multiple time scales. Zeitschrift für Erziehungswissenschaft, 27(1), 147-168. | link |
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| neubauer_2023_stecco_study_motivation | Momentary study motivation, 8 items, 1 (completely disagree) to 7 (completely agree): why one worked for one's studies since the last survey (others would be disappointed, would have felt bad, personally important, interesting, had to, to prove oneself, to understand better, enjoyed it) - external, introjected, identified and intrinsic regulation, two items each. Asked only if the person had studied. 315 people. STECCO ambulatory assessment: German first-year university students, 14 days (April-July 2021), five quasi-random ESM beeps a day plus an end-of-day questionnaire. wave is each person's report number in time order across ESM and end-of-day reports (shared across the nine neubauer_2023_stecco tables); date is the report start time in Unix seconds. Covariates: cov_gender, cov_age (from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., & Schmiedek, F. (2023). Approaching academic adjustment on multiple time scales. Zeitschrift für Erziehungswissenschaft, 27(1), 147-168. | link |
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| neubauer_2023_stecco_study_satisfaction | Daily study satisfaction, 11 items from the NEPS, 1 (completely disagree) to 7 (completely agree): enjoyment, being worn down, satisfaction, difficulty reconciling with other obligations, interest, tiredness, doing only the necessary, effort, identification, expectations met, considering quitting. 307 people. STECCO ambulatory assessment: German first-year university students, 14 days (April-July 2021), five quasi-random ESM beeps a day plus an end-of-day questionnaire. wave is each person's report number in time order across ESM and end-of-day reports (shared across the nine neubauer_2023_stecco tables); date is the report start time in Unix seconds. Covariates: cov_gender, cov_age (from the baseline questionnaire). (CC BY 4.0) Neubauer, A. B., & Schmiedek, F. (2023). Approaching academic adjustment on multiple time scales. Zeitschrift für Erziehungswissenschaft, 27(1), 147-168. | link |
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| neundorf_2026_electoral_autocracy conjoint · source = "conj" |
Respondents in 32 countries recruited via Facebook/Instagram ads (Dec 2022-May 2023; 35,292 with a choice, 36,261 with any answer) chose which of two hypothetical countries they would prefer to live in (5 pairs; 10 in Turkey), varying elections, executive constraints, free speech, economy, crime, gender pay equality and ethnic diversity; they also rated each country's democracy and quality of life (0-1). (CC0 1.0) Neundorf, A., Dahlum, S., Frederiksen, K. V. S., & Ozturk, A. (2026). Elections without constraints? The appeal of electoral autocracy across the world. British Journal of Political Science, 56, e1. | link |
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| neuner_2022_populist_amended_2018 conjoint · source = "conj" |
German voting-eligible adults from the Payback Online Panel, May/June 2018 (amended-design arm, n=1,714), chose between 5 pairs of fictitious candidates without party labels, varying positions on euro-area cooperation, social housing, tariffs and referendums and a first and second policy priority. Outcome: which candidate they would rather vote for. (CC0 1.0) Neuner, F. G., & Wratil, C. (2022). The populist marketplace: Unpacking the role of "thin" and "thick" ideology. Political Behavior, 44(2), 551-574. | link |
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| neuner_2022_populist_candidates_2017 conjoint · source = "conj" |
German voting-eligible adults from the Payback Online Panel, 2017 (third panel wave, n=2,371), chose between 5 pairs of fictitious candidates without party labels, varying positions on refugees, the EU, taxes on the rich and free trade and a first and second policy priority. Outcome: which candidate they would rather vote for. (CC0 1.0) Neuner, F. G., & Wratil, C. (2022). The populist marketplace: Unpacking the role of "thin" and "thick" ideology. Political Behavior, 44(2), 551-574. | link |
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| neuner_2022_populist_candidates_2018 conjoint · source = "conj" |
German voting-eligible adults from the Payback Online Panel, May/June 2018 (exact-replication arm, n=1,712), chose between 5 pairs of fictitious candidates without party labels, varying positions on refugees, the EU, taxes on the rich and free trade and a first and second policy priority. Outcome: which candidate they would rather vote for. (CC0 1.0) Neuner, F. G., & Wratil, C. (2022). The populist marketplace: Unpacking the role of "thin" and "thick" ideology. Political Behavior, 44(2), 551-574. | link |
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| neuner_2025_populism_uk conjoint · source = "conj" |
690 UK Prolific respondents (sample 3, UK Prolific, party not shown) compared 6 pairs of hypothetical politicians described by randomized statements (people-centrism, anti-elitism, filler); four forced choices (which politician is more likely to say politicians should listen to the people / the political class is crooked / immigration should be reduced / is conservative) and four 1-5 ratings of each politician. (CC0 1.0) Neuner, F. G. (2025). Can (thin) populism be manipulated without manipulating host ideology? Evidence from a conjoint validation approach. Journal of Experimental Political Science, 1-15. | link |
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| neuner_2025_populism_us1 conjoint · source = "conj" |
699 US Prolific respondents (sample 1, US Prolific, party not shown) compared 6 pairs of hypothetical politicians described by randomized statements (people-centrism, anti-elitism, filler); four forced choices (which politician is more likely to say politicians should listen to the people / the political class is crooked / immigration should be reduced / is conservative) and four 1-5 ratings of each politician. (CC0 1.0) Neuner, F. G. (2025). Can (thin) populism be manipulated without manipulating host ideology? Evidence from a conjoint validation approach. Journal of Experimental Political Science, 1-15. | link |
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| neuner_2025_populism_us2 conjoint · source = "conj" |
704 US Prolific respondents (sample 2, US Prolific, party (Democrat/Republican) shown) compared 6 pairs of hypothetical politicians described by randomized statements (people-centrism, anti-elitism, filler, party); four forced choices (which politician is more likely to say politicians should listen to the people / the political class is crooked / immigration should be reduced / is conservative) and four 1-5 ratings of each politician. (CC0 1.0) Neuner, F. G. (2025). Can (thin) populism be manipulated without manipulating host ideology? Evidence from a conjoint validation approach. Journal of Experimental Political Science, 1-15. | link |
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| neurips_2020 | Items from a dataset from the 2020 NeurIPS Education Challenge, which was used to predict student responses, determine question quality, etc (CC BY-NC-ND) Wang, Z., Lamb, A., Saveliev, E., Cameron, P., Zaykov, Y., Hernández-Lobato, J.M., Turner, R.E., Baraniuk, R.G., Barton, C., Jones, S.P., Woodhead, S., & Zhang, C. (2020). Diagnostic questions: The neurips 2020 education challenge [data set]. arXiv preprint arXiv:2007.12061 | link |
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| neurips_2020_task34 | Responses to the 948 diagnostic mathematics questions of the NeurIPS 2020 Education Challenge tasks 3 and 4 (question quality and personalisation). Split out from neurips_2020, which holds the tasks 1/2 release: the challenge anonymised the two releases separately and its guide (arXiv:2007.12061, p.8) states that question, user and answer IDs must not be linked between them, so they cannot share an id or item space. resp is 1 if the student answered correctly. See irw#1875. (CC BY-NC-ND 4.0) Wang, Z., Lamb, A., Saveliev, E., Cameron, P., Zaykov, Y., Hernández-Lobato, J.M., Turner, R.E., Baraniuk, R.G., Barton, C., Jones, S.P., Woodhead, S., & Zhang, C. (2020). Diagnostic questions: The neurips 2020 education challenge [data set]. arXiv preprint arXiv:2007.12061 | link |
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| neurips_2022 | Items from a dataset from the 2022 NeurIPS Education Challenge, is based on real AB experiment data to uncover causal links between learning one construct to the success of learning another (CC BY-NC-ND) Gong, W., Smith, D., Wang, Z., Barton C., Woodhead, S., Pawlowski, N., Jennings, J., Zhang, C. (2022). NeurIPS Competition Instructions and Guide: Causal Insights for Learning Paths in Education [data set]. arXiv:2208.12610 | link |
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| neurodegenerative_huizinga_2019_brief | Behavior Rating Inventory of Executive Function - Adult (BRIEF-A) (CC0 1.0) Huizinga, F., Heutink, J., de Haan, G. A., van der Lijn, I., van der Feen, F. E., Vrijling, A. C., ... & Koerts, J. (2020). The development of the Screening of Visual Complaints questionnaire for patients with neurodegenerative disorders: Evaluation of psychometric features in a community sample. PLoS One, 15(4), e0232232. | link |
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| neurodegenerative_huizinga_2019_cvc | The Cerebral Visual Complaints questionnaire (CVC-q) (CC0 1.0) Huizinga, F., Heutink, J., de Haan, G. A., van der Lijn, I., van der Feen, F. E., Vrijling, A. C., ... & Koerts, J. (2020). The development of the Screening of Visual Complaints questionnaire for patients with neurodegenerative disorders: Evaluation of psychometric features in a community sample. PLoS One, 15(4), e0232232. | link |
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| neurodegenerative_huizinga_2019_dass | Depression Anxiety Stress Scale – 21 (DASS-21) (CC0 1.0) Huizinga, F., Heutink, J., de Haan, G. A., van der Lijn, I., van der Feen, F. E., Vrijling, A. C., ... & Koerts, J. (2020). The development of the Screening of Visual Complaints questionnaire for patients with neurodegenerative disorders: Evaluation of psychometric features in a community sample. PLoS One, 15(4), e0232232. | link |
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| neurodegenerative_huizinga_2019_feda | The Questionnaire for Experiences of Attention Deficit (Fragebogen erlebter Defizite der Aufmerkzamkeit; FEDA) (CC0 1.0) Huizinga, F., Heutink, J., de Haan, G. A., van der Lijn, I., van der Feen, F. E., Vrijling, A. C., ... & Koerts, J. (2020). The development of the Screening of Visual Complaints questionnaire for patients with neurodegenerative disorders: Evaluation of psychometric features in a community sample. PLoS One, 15(4), e0232232. | link |
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| neurodegenerative_huizinga_2019_sims | Structured Inventory for Malingered Symptomatology (SIMS) (CC0 1.0) Huizinga, F., Heutink, J., de Haan, G. A., van der Lijn, I., van der Feen, F. E., Vrijling, A. C., ... & Koerts, J. (2020). The development of the Screening of Visual Complaints questionnaire for patients with neurodegenerative disorders: Evaluation of psychometric features in a community sample. PLoS One, 15(4), e0232232. | link |
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| neurodegenerative_huizinga_2019_svc | The Screening of Visual Complaints questionaire (SVC) (CC0 1.0) Huizinga, F., Heutink, J., de Haan, G. A., van der Lijn, I., van der Feen, F. E., Vrijling, A. C., ... & Koerts, J. (2020). The development of the Screening of Visual Complaints questionnaire for patients with neurodegenerative disorders: Evaluation of psychometric features in a community sample. PLoS One, 15(4), e0232232. | link |
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| neurodegenerative_huizinga_2019_user | Utrecht Scale for Evaluation of Rehabilitation-Participation (USER) (CC0 1.0) Huizinga, F., Heutink, J., de Haan, G. A., van der Lijn, I., van der Feen, F. E., Vrijling, A. C., ... & Koerts, J. (2020). The development of the Screening of Visual Complaints questionnaire for patients with neurodegenerative disorders: Evaluation of psychometric features in a community sample. PLoS One, 15(4), e0232232. | link |
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| neurodegenerative_huizinga_2019_vfq | National Eye Institute Visual Function Questionnaire – 25 (NEI-VFQ-25) (CC0 1.0) Huizinga, F., Heutink, J., de Haan, G. A., van der Lijn, I., van der Feen, F. E., Vrijling, A. C., ... & Koerts, J. (2020). The development of the Screening of Visual Complaints questionnaire for patients with neurodegenerative disorders: Evaluation of psychometric features in a community sample. PLoS One, 15(4), e0232232. | link |
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| neuroqol1b_anxiety_eng | Neuro-QOL wave 1b calibration, Anxiety item bank, English form C, 28 items (1-5), 513 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_anxiety_spa | Neuro-QOL wave 1b calibration, Anxiety item bank, Spanish form I, 28 items (1-5), 252 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_cognition_eng | Neuro-QOL wave 1b calibration, Cognitive Function item pool (perceived and applied cognition, as one block in the deposit), English form D, 88 items (1-5), 533 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_cognition_spa | Neuro-QOL wave 1b calibration, Cognitive Function item pool (perceived and applied cognition, as one block in the deposit), Spanish form J, 88 items (1-5), 251 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_depression_eng | Neuro-QOL wave 1b calibration, Depression item bank, English form C, 30 items (1-5), 513 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_depression_spa | Neuro-QOL wave 1b calibration, Depression item bank, Spanish form I, 30 items (1-5), 252 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_lower_extremity_eng | Neuro-QOL wave 1b calibration, Lower Extremity Function (Mobility) item bank, English form B, 37 items (1-5), 516 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_lower_extremity_spa | Neuro-QOL wave 1b calibration, Lower Extremity Function (Mobility) item bank, Spanish form H, 37 items (1-5), 250 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_ped_emotional_eng | Neuro-QOL wave 1b calibration, pediatric Emotional Functioning block (depression, anxiety and anger items, as one section in the deposit), English form E, 46 items (0-4), 513 U.S. children and adolescents aged 12-17 (self-report) from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_ped_emotional_spa | Neuro-QOL wave 1b calibration, pediatric Emotional Functioning block (depression, anxiety and anger items, as one section in the deposit), Spanish form K, 46 items (0-4), 255 U.S. children and adolescents aged 12-17 (self-report) from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_ped_lower_extremity_eng | Neuro-QOL wave 1b calibration, pediatric Lower Extremity Function (Mobility) item bank, English form F, 39 items (0-4), 503 U.S. children and adolescents aged 12-17 (self-report) from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_ped_lower_extremity_spa | Neuro-QOL wave 1b calibration, pediatric Lower Extremity Function (Mobility) item bank, Spanish form L, 39 items (0-4), 259 U.S. children and adolescents aged 12-17 (self-report) from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_ped_social_eng | Neuro-QOL wave 1b calibration, pediatric Social Relations block, English form E, 38 items (0-4), 513 U.S. children and adolescents aged 12-17 (self-report) from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_ped_social_spa | Neuro-QOL wave 1b calibration, pediatric Social Relations block, Spanish form K, 38 items (0-4), 255 U.S. children and adolescents aged 12-17 (self-report) from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_ped_upper_extremity_eng | Neuro-QOL wave 1b calibration, pediatric Upper Extremity Function item bank, English form F, 40 items (0-4), 505 U.S. children and adolescents aged 12-17 (self-report) from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_ped_upper_extremity_spa | Neuro-QOL wave 1b calibration, pediatric Upper Extremity Function item bank, Spanish form L, 40 items (0-4), 263 U.S. children and adolescents aged 12-17 (self-report) from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_positive_affect_eng | Neuro-QOL wave 1b calibration, Positive Affect and Well-Being item bank, English form C, 27 items (1-5), 513 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_positive_affect_spa | Neuro-QOL wave 1b calibration, Positive Affect and Well-Being item bank, Spanish form I, 27 items (1-5), 252 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_social_roles_eng | Neuro-QOL wave 1b calibration, Ability to Participate in Social Roles and Activities item bank, English form A, 49 items (1-5), 549 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_social_roles_spa | Neuro-QOL wave 1b calibration, Ability to Participate in Social Roles and Activities item bank, Spanish form G, 49 items (1-5), 253 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_social_satisfaction_eng | Neuro-QOL wave 1b calibration, Satisfaction with Social Roles and Activities item bank, English form A, 51 items (1-5), 549 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_social_satisfaction_spa | Neuro-QOL wave 1b calibration, Satisfaction with Social Roles and Activities item bank, Spanish form G, 51 items (1-5), 253 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_upper_extremity_eng | Neuro-QOL wave 1b calibration, Upper Extremity Function (Fine Motor, ADL) item bank, English form B, 44 items (1-5), 518 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neuroqol1b_upper_extremity_spa | Neuro-QOL wave 1b calibration, Upper Extremity Function (Fine Motor, ADL) item bank, Spanish form H, 44 items (1-5), 254 U.S. adults from an internet panel (2008) (CC0 1.0) Cella, D., Lai, J.-S., Nowinski, C. J., Victorson, D., Peterman, A., Miller, D., ... Moy, C. (2012). Neuro-QOL: Brief measures of health-related quality of life for clinical research in neurology. Neurology, 78(23), 1860-1867. Data: Cella, D. (2017). NeuroQOL Wave 1b [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/TLCDRX | link |
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| neurorights_2026_neurodata_dce conjoint · source = "conj" |
Chinese online respondents chose between two neurodata-use arrangements described by data type, use, access control, exit right and compensation, or rejected both via a protest option, across 10 fixed choice sets (8 DCE + 2 consistency checks); 1,019 respondents. (CC BY 4.0) Authors withheld during peer review. (2026). Replication package: Measuring the inalienability boundary of neurorights: A discrete choice experiment with a protest option [Data set]. Zenodo. | link |
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| nfc_kay_2025 | Item-level responses from the Need for Chaos Scale, adminstered once in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| nflverse_kicks | NFL field goal and extra point attempts, 1999-2025 seasons (regular season and playoffs), one row per kick: 61,267 kicks by NFL kickers. id = kicker (GSIS id); item = kind of kick (extra_point, or field goal distance band fg_18_29, fg_30_39, fg_40_49, fg_50_plus); resp = 1 if made/good, 0 if missed, failed or blocked. Coaches decide when to attempt a field goal and send stronger kickers out for longer ones, so make rates mix kicker skill with kick selection; exact distance in trial_dist. trial_ columns also carry blocked flag, season, playoff, game id, game clock, home/away, score margin, roof, surface, temperature and wind. Real-data counterpart to the simulated nbashots_sim. (CC BY 4.0) nflverse (2026). nflverse-data: play-by-play data, release pbp [Data set]. https://github.com/nflverse/nflverse-data | link |
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| nflverse_nfl_1999_2025 competitions · source = "comp" |
NFL regular-season and playoff games, 1999-2025 seasons (home team as agent_a), from nflverse schedules. (CC BY 4.0) nflverse (2026). nflverse-data: schedules/games.csv. https://github.com/nflverse/nflverse-data | link |
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| nflverse_passes | NFL pass attempts, 2006-2025 seasons (regular season and playoffs), one row per throw: 366,274 throws by 616 passers. id = passer (GSIS id); item = target zone, depth by air yards (behind the line, short 0-9, medium 10-19, deep 20+) crossed with direction (left, middle, right); resp = 1 if completed. Quarterbacks choose where to throw, so completion rates mix passing skill with target selection; exact air yards in trial_airyards. trial_ columns also carry interception flag, targeted receiver id, down, distance to go, field position, shotgun, no-huddle, QB hit, season, playoff, game id, game clock, home/away, score margin and roof. Sacks, spikes and two-point tries excluded; throwaways count as incompletions. Real-data counterpart to the simulated nbashots_sim. (CC BY 4.0) nflverse (2026). nflverse-data: play-by-play data, release pbp [Data set]. https://github.com/nflverse/nflverse-data | link |
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| ng_2026_cns | Connectedness to Nature Scale, 14 items 1-5, as answered (items 4, 12, 14 reverse-keyed, not reversed). 1,604 adults randomly shown nature or urban images (treat = nature). (CC BY 4.0) Ng H (2026). Nature connectedness, social dominance orientation, and support for marginalized groups [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31156927.v1 | link |
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| ng_2026_policy_support | Support for policies favouring marginalized groups (undocumented immigrants, lower-income people), 5 items 1-7, whose mean is the deposit's policy_support composite. 1,604 adults randomly shown nature or urban images (treat = nature). (CC BY 4.0) Ng H (2026). Nature connectedness, social dominance orientation, and support for marginalized groups [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31156927.v1 | link |
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| ng_2026_sdo | Social Dominance Orientation, 8 items 1-7, as answered (con-trait items not reversed). 1,604 adults randomly shown nature or urban images (treat = nature). (CC BY 4.0) Ng H (2026). Nature connectedness, social dominance orientation, and support for marginalized groups [Data set]. figshare. https://doi.org/10.6084/m9.figshare.31156927.v1 | link |
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| ng_2026_shc_attitude | Attitude toward secondhand clothing (inferred). 4 items. 545 Hong Kong respondents, online snowball sample in 2021, skewed young and lower-income. 5-point, 1 strongly disagree to 5 strongly agree. Covariates pinned against published figures: gender 2=female (331 = 60.7% against 60.8%), all six age bands exact (1 under 18 through 6 50-59), all five income bands exact (1 under HK$10,000 through 5 HK$40,000-49,999); education is pinned only at 2=secondary (37.1%) and 3=post-secondary (12.7%), because codes 4-6 are the paper's single 'college or higher' band and ship as an unlabelled ordered index. (CC BY 4.0) Ng S-L (2026). Determinants of secondhand clothing consumption in Hong Kong: An extended Knowledge-Attitude-Practice (KAP) model. PLOS ONE 21(9): e0356518. | link |
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| ng_2026_shc_knowledge | Knowledge about secondhand clothing and its environmental context (construct name inferred from the prefix). 4 items. 545 Hong Kong respondents, online snowball sample in 2021, skewed young and lower-income. 5-point, 1 strongly disagree to 5 strongly agree. Covariates pinned against published figures: gender 2=female (331 = 60.7% against 60.8%), all six age bands exact (1 under 18 through 6 50-59), all five income bands exact (1 under HK$10,000 through 5 HK$40,000-49,999); education is pinned only at 2=secondary (37.1%) and 3=post-secondary (12.7%), because codes 4-6 are the paper's single 'college or higher' band and ship as an unlabelled ordered index. (CC BY 4.0) Ng S-L (2026). Determinants of secondhand clothing consumption in Hong Kong: An extended Knowledge-Attitude-Practice (KAP) model. PLOS ONE 21(9): e0356518. | link |
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| ng_2026_shc_price_sensitivity | Price sensitivity / price consciousness (inferred). Coded PS1, PS2 and PS4 -- the source has no PS3. 3 items. 545 Hong Kong respondents, online snowball sample in 2021, skewed young and lower-income. 5-point, 1 strongly disagree to 5 strongly agree. Covariates pinned against published figures: gender 2=female (331 = 60.7% against 60.8%), all six age bands exact (1 under 18 through 6 50-59), all five income bands exact (1 under HK$10,000 through 5 HK$40,000-49,999); education is pinned only at 2=secondary (37.1%) and 3=post-secondary (12.7%), because codes 4-6 are the paper's single 'college or higher' band and ship as an unlabelled ordered index. (CC BY 4.0) Ng S-L (2026). Determinants of secondhand clothing consumption in Hong Kong: An extended Knowledge-Attitude-Practice (KAP) model. PLOS ONE 21(9): e0356518. | link |
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| ng_2026_shc_purchase_practice | Secondhand clothing purchase practice (inferred). 3 items. 545 Hong Kong respondents, online snowball sample in 2021, skewed young and lower-income. 5-point, 1 strongly disagree to 5 strongly agree. Covariates pinned against published figures: gender 2=female (331 = 60.7% against 60.8%), all six age bands exact (1 under 18 through 6 50-59), all five income bands exact (1 under HK$10,000 through 5 HK$40,000-49,999); education is pinned only at 2=secondary (37.1%) and 3=post-secondary (12.7%), because codes 4-6 are the paper's single 'college or higher' band and ship as an unlabelled ordered index. (CC BY 4.0) Ng S-L (2026). Determinants of secondhand clothing consumption in Hong Kong: An extended Knowledge-Attitude-Practice (KAP) model. PLOS ONE 21(9): e0356518. | link |
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| ngo_2024_environmental_attitude | Environmental attitude toward sustainable clothing, 5 items, 1-5 agreement. 641 Vietnamese Generation Z consumers. Covariates: gender, income band, purchase frequency. (CC BY 4.0) Ngo TTA, Vo CH, Tran NL, Nguyen KV, Tran TD, Trinh YN (2024) Factors influencing Generation Z's intention to purchase sustainable clothing products in Vietnam. PLoS ONE 19(12): e0315502. https://doi.org/10.1371/journal.pone.0315502 | link |
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| ngo_2024_environmental_concern | Environmental concern toward sustainable clothing, 4 items, 1-5 agreement. 641 Vietnamese Generation Z consumers. Covariates: gender, income band, purchase frequency. (CC BY 4.0) Ngo TTA, Vo CH, Tran NL, Nguyen KV, Tran TD, Trinh YN (2024) Factors influencing Generation Z's intention to purchase sustainable clothing products in Vietnam. PLoS ONE 19(12): e0315502. https://doi.org/10.1371/journal.pone.0315502 | link |
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| ngo_2024_environmental_knowledge | Environmental knowledge toward sustainable clothing, 3 items, 1-5 agreement. 641 Vietnamese Generation Z consumers. Covariates: gender, income band, purchase frequency. (CC BY 4.0) Ngo TTA, Vo CH, Tran NL, Nguyen KV, Tran TD, Trinh YN (2024) Factors influencing Generation Z's intention to purchase sustainable clothing products in Vietnam. PLoS ONE 19(12): e0315502. https://doi.org/10.1371/journal.pone.0315502 | link |
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| ngo_2024_green_perceived_quality | Green perceived quality toward sustainable clothing, 5 items, 1-5 agreement. 641 Vietnamese Generation Z consumers. Covariates: gender, income band, purchase frequency. (CC BY 4.0) Ngo TTA, Vo CH, Tran NL, Nguyen KV, Tran TD, Trinh YN (2024) Factors influencing Generation Z's intention to purchase sustainable clothing products in Vietnam. PLoS ONE 19(12): e0315502. https://doi.org/10.1371/journal.pone.0315502 | link |
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| ngo_2024_green_perceived_value | Green perceived value toward sustainable clothing, 4 items, 1-5 agreement. 641 Vietnamese Generation Z consumers. Covariates: gender, income band, purchase frequency. (CC BY 4.0) Ngo TTA, Vo CH, Tran NL, Nguyen KV, Tran TD, Trinh YN (2024) Factors influencing Generation Z's intention to purchase sustainable clothing products in Vietnam. PLoS ONE 19(12): e0315502. https://doi.org/10.1371/journal.pone.0315502 | link |
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| ngo_2024_perceived_price | Perceived price toward sustainable clothing, 4 items, 1-5 agreement. 641 Vietnamese Generation Z consumers. Covariates: gender, income band, purchase frequency. (CC BY 4.0) Ngo TTA, Vo CH, Tran NL, Nguyen KV, Tran TD, Trinh YN (2024) Factors influencing Generation Z's intention to purchase sustainable clothing products in Vietnam. PLoS ONE 19(12): e0315502. https://doi.org/10.1371/journal.pone.0315502 | link |
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| ngo_2024_product_attitude | Product attitude toward sustainable clothing, 4 items, 1-5 agreement. 641 Vietnamese Generation Z consumers. Covariates: gender, income band, purchase frequency. (CC BY 4.0) Ngo TTA, Vo CH, Tran NL, Nguyen KV, Tran TD, Trinh YN (2024) Factors influencing Generation Z's intention to purchase sustainable clothing products in Vietnam. PLoS ONE 19(12): e0315502. https://doi.org/10.1371/journal.pone.0315502 | link |
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| ngo_2024_product_design | Product design toward sustainable clothing, 3 items, 1-5 agreement. 641 Vietnamese Generation Z consumers. Covariates: gender, income band, purchase frequency. (CC BY 4.0) Ngo TTA, Vo CH, Tran NL, Nguyen KV, Tran TD, Trinh YN (2024) Factors influencing Generation Z's intention to purchase sustainable clothing products in Vietnam. PLoS ONE 19(12): e0315502. https://doi.org/10.1371/journal.pone.0315502 | link |
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| ngo_2024_purchase_intention | Purchase intention toward sustainable clothing, 4 items, 1-5 agreement. 641 Vietnamese Generation Z consumers. Covariates: gender, income band, purchase frequency. (CC BY 4.0) Ngo TTA, Vo CH, Tran NL, Nguyen KV, Tran TD, Trinh YN (2024) Factors influencing Generation Z's intention to purchase sustainable clothing products in Vietnam. PLoS ONE 19(12): e0315502. https://doi.org/10.1371/journal.pone.0315502 | link |
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| ngo_2024_social_influence | Social influence toward sustainable clothing, 4 items, 1-5 agreement. 641 Vietnamese Generation Z consumers. Covariates: gender, income band, purchase frequency. (CC BY 4.0) Ngo TTA, Vo CH, Tran NL, Nguyen KV, Tran TD, Trinh YN (2024) Factors influencing Generation Z's intention to purchase sustainable clothing products in Vietnam. PLoS ONE 19(12): e0315502. https://doi.org/10.1371/journal.pone.0315502 | link |
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| ngo_2025_green_attitude | Vietnamese Gen Z green purchasing survey: attitude toward green purchasing subscale (TPB), 4 items, 1-5 Likert, N=237 (CC BY 4.0) Ngo, Q.-H., & Nguyen, T.-D. (2025). Exploring green purchasing intentions and behaviours among Vietnamese Generation Z: A perspective from the theory of planned behaviour. PLOS ONE. | link |
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| ngo_2025_green_pbc | Vietnamese Gen Z green purchasing survey: perceived behavioral control subscale (TPB), 4 items, 1-5 Likert, N=237 (CC BY 4.0) Ngo, Q.-H., & Nguyen, T.-D. (2025). Exploring green purchasing intentions and behaviours among Vietnamese Generation Z: A perspective from the theory of planned behaviour. PLOS ONE. | link |
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| ngo_2025_green_purchase_behavior | Vietnamese Gen Z green purchasing survey: purchase behavior subscale (TPB), 4 items, 1-5 Likert, N=237 (CC BY 4.0) Ngo, Q.-H., & Nguyen, T.-D. (2025). Exploring green purchasing intentions and behaviours among Vietnamese Generation Z: A perspective from the theory of planned behaviour. PLOS ONE. | link |
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| ngo_2025_green_purchase_intention | Vietnamese Gen Z green purchasing survey: purchase intention subscale (TPB), 4 items, 1-5 Likert, N=237 (CC BY 4.0) Ngo, Q.-H., & Nguyen, T.-D. (2025). Exploring green purchasing intentions and behaviours among Vietnamese Generation Z: A perspective from the theory of planned behaviour. PLOS ONE. | link |
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| ngo_2025_green_subjective_norm | Vietnamese Gen Z green purchasing survey: subjective norm subscale (TPB), 4 items, 1-5 Likert, N=237 (CC BY 4.0) Ngo, Q.-H., & Nguyen, T.-D. (2025). Exploring green purchasing intentions and behaviours among Vietnamese Generation Z: A perspective from the theory of planned behaviour. PLOS ONE. | link |
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| nguyen_2021_farm_subsidies_ch conjoint · source = "conj" |
Swiss adults (IPSOS online panel, November 2017, n = 2,843) chose between two agricultural-subsidy proposals in each of 6 tasks, each proposal allocating direct payments to six goals (environmentally friendly farming, small farms, food security, countryside, animal welfare, food quality) at None/Moderate/Large; outcomes are the forced choice and a 1-7 rating of each proposal. Half the sample first saw a cost prime (trial_cost_frame). (CC0 1.0) Nguyen, Q., Spilker, G., & Bernauer, T. (2021). The (still) mysterious case of agricultural protectionism. International Interactions, 47(3), 391-416. | link |
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| nguyen_2021_farm_subsidies_us conjoint · source = "conj" |
US adults (IPSOS online panel, November 2017, n = 2,854) chose between two agricultural-subsidy proposals in each of 6 tasks, each proposal allocating direct payments to six goals (environmentally friendly farming, small farms, food security, countryside, animal welfare, food quality) at None/Moderate/Large; outcomes are the forced choice and a 1-7 rating of each proposal. Half the sample first saw a cost prime (trial_cost_frame). (CC0 1.0) Nguyen, Q., Spilker, G., & Bernauer, T. (2021). The (still) mysterious case of agricultural protectionism. International Interactions, 47(3), 391-416. | link |
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| nguyen_2024_cpd_benefits | Expected benefits of CPD, block B, 8 items, 1-6 (anchors undocumented); 390 Vietnamese secondary teachers; cov_school_type, cov_grade_level, cov_subject, cov_degree (source codes; labels undocumented). (CC0 1.0) Nguyen, T.-T., Hoang, A.-D., Vu, C. T., Nguyen, C. T., Le, T. H. C., & Tran, M. N. (2024). Replication Data for Vietnamese Secondary Teachers' Motivation and Willingness to Join CPD Activities [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/7IZW37 | link |
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| nguyen_2024_cpd_conditions | Enabling conditions for CPD, block C, 12 items (six conditions inside the school, C1-C6, and the same six outside it, C7-C12: ease of joining, school/external funding, flexible time, recognition by manager/peers), 1-6 (anchors undocumented); 390 Vietnamese secondary teachers; cov_school_type, cov_grade_level, cov_subject, cov_degree (source codes; labels undocumented). (CC0 1.0) Nguyen, T.-T., Hoang, A.-D., Vu, C. T., Nguyen, C. T., Le, T. H. C., & Tran, M. N. (2024). Replication Data for Vietnamese Secondary Teachers' Motivation and Willingness to Join CPD Activities [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/7IZW37 | link |
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| nguyen_2024_cpd_motivation | Motivations for joining continuous professional development (CPD), block A of the deposit, 9 items (compliance, pedagogical/IT/psychological capacity, new curriculum, own/peer needs, self/peer reflection), 1-6 (anchors undocumented); 390 Vietnamese secondary teachers; cov_school_type, cov_grade_level, cov_subject, cov_degree (source codes; labels undocumented). (CC0 1.0) Nguyen, T.-T., Hoang, A.-D., Vu, C. T., Nguyen, C. T., Le, T. H. C., & Tran, M. N. (2024). Replication Data for Vietnamese Secondary Teachers' Motivation and Willingness to Join CPD Activities [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/7IZW37 | link |
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| nguyen_2024_cpd_willingness | Support and willingness to lead professional-group activities, block D, 5 items (support received/given; willing to chair, operate, present), 1-6 (anchors undocumented); 390 Vietnamese secondary teachers; cov_school_type, cov_grade_level, cov_subject, cov_degree (source codes; labels undocumented). (CC0 1.0) Nguyen, T.-T., Hoang, A.-D., Vu, C. T., Nguyen, C. T., Le, T. H. C., & Tran, M. N. (2024). Replication Data for Vietnamese Secondary Teachers' Motivation and Willingness to Join CPD Activities [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/7IZW37 | link |
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| nguyen_2024_eheals | eHealth Literacy Scale (eHEALS), 8 items on a 1-5 agreement scale, administered to 9,775 adults in Qazvin province, Iran, January-April 2022. (CC BY 4.0) Nguyen, M.-H., Sari, N. P. W. P., Mazenda, A., Ogbekene, I., Katiyatiya, C. L. F., La, V.-P., & Vuong, Q.-H. (2024). Promoting healthy eating in Iran: The roles of information-seeking ability and e-health literacy in the digital age (BMF CP 96). | link |
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| nguyen_2024_helia | Health Literacy Instrument for Adults (HELIA), 33 items on a 1-5 Never-to-Always scale across five subscales (reading, access, understanding, appraisal, decision-making), administered to 9,775 adults in Qazvin province, Iran, January-April 2022. (CC BY 4.0) Nguyen, M.-H., Sari, N. P. W. P., Mazenda, A., Ogbekene, I., Katiyatiya, C. L. F., La, V.-P., & Vuong, Q.-H. (2024). Promoting healthy eating in Iran: The roles of information-seeking ability and e-health literacy in the digital age (BMF CP 96). | link |
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| nguyen_2024_sleep_hygiene | Three sleep-hygiene behaviour items on a 1-5 none-of-the-time-to-all-of-the-time scale, administered to 9,775 adults in Qazvin province, Iran, January-April 2022. (CC BY 4.0) Nguyen, M.-H., Sari, N. P. W. P., Mazenda, A., Ogbekene, I., Katiyatiya, C. L. F., La, V.-P., & Vuong, Q.-H. (2024). Promoting healthy eating in Iran: The roles of information-seeking ability and e-health literacy in the digital age (BMF CP 96). | link |
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| nguyen_2024_swemwbs | Short Warwick-Edinburgh Mental Wellbeing Scale, 7 items on a 1-5 none-of-the-time-to-all-of-the-time scale, administered to 9,775 adults in Qazvin province, Iran, January-April 2022. (CC BY 4.0) Nguyen, M.-H., Sari, N. P. W. P., Mazenda, A., Ogbekene, I., Katiyatiya, C. L. F., La, V.-P., & Vuong, Q.-H. (2024). Promoting healthy eating in Iran: The roles of information-seeking ability and e-health literacy in the digital age (BMF CP 96). | link |
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| nguyen_2026_ai_supported_learning | 4 generative-AI-supported learning effectiveness items, 1-5, same respondents. (CC BY 4.0) Nguyen, X. (2026). Data on teacher responsibility, generative AI-supported learning effectiveness, fellow student collaboration and student psychological well-being in higher education. Mendeley Data. | link |
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| nguyen_2026_autonomy_academic_motivation | The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. IRW table nguyen_2026_autonomy_academic_motivation: 1489 respondents x 3 items, 4467 responses. (CC BY 4.0) Nguyen, X. (2026). The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. Mendeley Data, V1. | link |
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| nguyen_2026_autonomy_academic_pressure | The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. IRW table nguyen_2026_autonomy_academic_pressure: 1489 respondents x 3 items, 4467 responses. (CC BY 4.0) Nguyen, X. (2026). The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. Mendeley Data, V1. | link |
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| nguyen_2026_autonomy_family_factors | The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. IRW table nguyen_2026_autonomy_family_factors: 1489 respondents x 3 items, 4467 responses. (CC BY 4.0) Nguyen, X. (2026). The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. Mendeley Data, V1. | link |
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| nguyen_2026_autonomy_school_autonomy_support | The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. IRW table nguyen_2026_autonomy_school_autonomy_support: 1489 respondents x 3 items, 4467 responses. (CC BY 4.0) Nguyen, X. (2026). The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. Mendeley Data, V1. | link |
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| nguyen_2026_autonomy_student_choice | The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. IRW table nguyen_2026_autonomy_student_choice: 1489 respondents x 4 items, 5956 responses. (CC BY 4.0) Nguyen, X. (2026). The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. Mendeley Data, V1. | link |
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| nguyen_2026_autonomy_student_ownership | The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. IRW table nguyen_2026_autonomy_student_ownership: 1489 respondents x 4 items, 5956 responses. (CC BY 4.0) Nguyen, X. (2026). The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. Mendeley Data, V1. | link |
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| nguyen_2026_autonomy_student_voice | The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. IRW table nguyen_2026_autonomy_student_voice: 1489 respondents x 3 items, 4467 responses. (CC BY 4.0) Nguyen, X. (2026). The impact of academic stress and academic motivation on learner autonomy among Vietnamese lower secondary students. Mendeley Data, V1. | link |
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| nguyen_2026_barthel | Barthel Index: 10 activities-of-daily-living items measured 48 hours after surgery. 394 women undergoing gynecologic surgery in Hanoi, Vietnam; ages 15–77. 3,940 responses; deposited weighted item scores use 0,5,10,15 with differing item maxima. (CC0 1.0) Van Bich Nguyen (2026). Dataset for the Study "Preoperative Anxiety and Early Postoperative Recovery Among Women Undergoing Gynecologic Surgery in Vietnam" (Version 1) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/X2C2PL | link |
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| nguyen_2026_factcheck_digital_literacy | Digital literacy in GenAI usage: 10 items (technical skill, information evaluation, collaboration) rated 1-7 from strongly disagree to strongly agree. Survey of 668 higher-education users of generative AI tools in Singapore; the deposit has no respondent identifier or demographics. (CC BY-NC 4.0) Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Checking Against Misinformation by Generative Artificial Intelligence Conversational Agents: the Role of Digital Literacy. Technology in Society. Data: Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Check Misinformation by Generative Artificial Intelligence: The Roles of Digital Literacy, Information Processing, and Information Self-Efficacy. DR-NTU (Data). https://doi.org/10.21979/N9/P5WUGI | link |
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| nguyen_2026_factcheck_genai_use | Frequency of use of four kinds of GenAI tool (conversational, productivity and writing, code-generating, image and media), rated 1 never to 5 always (more than 10 times a week). Survey of 668 higher-education users of generative AI tools in Singapore; the deposit has no respondent identifier or demographics. (CC BY-NC 4.0) Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Checking Against Misinformation by Generative Artificial Intelligence Conversational Agents: the Role of Digital Literacy. Technology in Society. Data: Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Check Misinformation by Generative Artificial Intelligence: The Roles of Digital Literacy, Information Processing, and Information Self-Efficacy. DR-NTU (Data). https://doi.org/10.21979/N9/P5WUGI | link |
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| nguyen_2026_factcheck_info_self_efficacy | Information self-efficacy with GenAI output: 11 items on confidence to evaluate and synthesise GenAI-generated information, rated 1-7 from strongly disagree to strongly agree. Survey of 668 higher-education users of generative AI tools in Singapore; the deposit has no respondent identifier or demographics. (CC BY-NC 4.0) Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Checking Against Misinformation by Generative Artificial Intelligence Conversational Agents: the Role of Digital Literacy. Technology in Society. Data: Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Check Misinformation by Generative Artificial Intelligence: The Roles of Digital Literacy, Information Processing, and Information Self-Efficacy. DR-NTU (Data). https://doi.org/10.21979/N9/P5WUGI | link |
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| nguyen_2026_factcheck_intention | Intention to fact-check GenAI results: 5 items on verifying results via news outlets, friends or family, search engines, social media and other sources, rated 1-7 from strongly disagree to strongly agree. Survey of 668 higher-education users of generative AI tools in Singapore; the deposit has no respondent identifier or demographics. (CC BY-NC 4.0) Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Checking Against Misinformation by Generative Artificial Intelligence Conversational Agents: the Role of Digital Literacy. Technology in Society. Data: Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Check Misinformation by Generative Artificial Intelligence: The Roles of Digital Literacy, Information Processing, and Information Self-Efficacy. DR-NTU (Data). https://doi.org/10.21979/N9/P5WUGI | link |
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| nguyen_2026_factcheck_systematic_proc | Systematic processing of GenAI output: 12 items (perceived accuracy, trust, interpretability, expected evaluative help) rated 1-7 from strongly disagree to strongly agree. Survey of 668 higher-education users of generative AI tools in Singapore; the deposit has no respondent identifier or demographics. (CC BY-NC 4.0) Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Checking Against Misinformation by Generative Artificial Intelligence Conversational Agents: the Role of Digital Literacy. Technology in Society. Data: Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Check Misinformation by Generative Artificial Intelligence: The Roles of Digital Literacy, Information Processing, and Information Self-Efficacy. DR-NTU (Data). https://doi.org/10.21979/N9/P5WUGI | link |
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| nguyen_2026_factcheck_user_heuristics | User heuristics about GenAI tools used for study: 12 items (anthropomorphism, fairness, accountability, explainability expectations) rated 1-7 from strongly disagree to strongly agree. Survey of 668 higher-education users of generative AI tools in Singapore; the deposit has no respondent identifier or demographics. (CC BY-NC 4.0) Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Checking Against Misinformation by Generative Artificial Intelligence Conversational Agents: the Role of Digital Literacy. Technology in Society. Data: Nguyen, T. M. C.; Lee, C. S. (2026). Fact-Check Misinformation by Generative Artificial Intelligence: The Roles of Digital Literacy, Information Processing, and Information Self-Efficacy. DR-NTU (Data). https://doi.org/10.21979/N9/P5WUGI | link |
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| nguyen_2026_fellow_student_collaboration | 4 fellow-student collaboration items, 1-5, same respondents. (CC BY 4.0) Nguyen, X. (2026). Data on teacher responsibility, generative AI-supported learning effectiveness, fellow student collaboration and student psychological well-being in higher education. Mendeley Data. | link |
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| nguyen_2026_gad7 | GAD-7: 7 anxiety-symptom items measured before surgery. 394 women undergoing gynecologic surgery in Hanoi, Vietnam; ages 15–77. 2,758 responses on the source 0–3 scale. (CC0 1.0) Van Bich Nguyen (2026). Dataset for the Study "Preoperative Anxiety and Early Postoperative Recovery Among Women Undergoing Gynecologic Surgery in Vietnam" (Version 1) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/X2C2PL | link |
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| nguyen_2026_isi | Insomnia Severity Index: 7 sleep-symptom/interference items measured 48 hours after surgery. 394 women undergoing gynecologic surgery in Hanoi, Vietnam; ages 15–77. 2,758 responses on the source 0–4 scale. (CC0 1.0) Van Bich Nguyen (2026). Dataset for the Study "Preoperative Anxiety and Early Postoperative Recovery Among Women Undergoing Gynecologic Surgery in Vietnam" (Version 1) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/X2C2PL | link |
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| nguyen_2026_misfit_academic_performance | Dataset on online learning misfit, technostress, performance-related difficulties, dissatisfaction, and motivation loss among teacher education students. IRW table nguyen_2026_misfit_academic_performance: 1823 respondents x 3 items, 5469 responses. (CC BY 4.0) Nguyen, X. (2026). Dataset on online learning misfit, technostress, performance-related difficulties, dissatisfaction, and motivation loss among teacher education students. Mendeley Data, V3. | link |
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| nguyen_2026_misfit_learning_misfit | Dataset on online learning misfit, technostress, performance-related difficulties, dissatisfaction, and motivation loss among teacher education students. IRW table nguyen_2026_misfit_learning_misfit: 1823 respondents x 3 items, 5469 responses. (CC BY 4.0) Nguyen, X. (2026). Dataset on online learning misfit, technostress, performance-related difficulties, dissatisfaction, and motivation loss among teacher education students. Mendeley Data, V3. | link |
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| nguyen_2026_misfit_learning_motivation | Dataset on online learning misfit, technostress, performance-related difficulties, dissatisfaction, and motivation loss among teacher education students. IRW table nguyen_2026_misfit_learning_motivation: 1823 respondents x 3 items, 5469 responses. (CC BY 4.0) Nguyen, X. (2026). Dataset on online learning misfit, technostress, performance-related difficulties, dissatisfaction, and motivation loss among teacher education students. Mendeley Data, V3. | link |
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| nguyen_2026_misfit_learning_satisfaction | Dataset on online learning misfit, technostress, performance-related difficulties, dissatisfaction, and motivation loss among teacher education students. IRW table nguyen_2026_misfit_learning_satisfaction: 1823 respondents x 3 items, 5469 responses. (CC BY 4.0) Nguyen, X. (2026). Dataset on online learning misfit, technostress, performance-related difficulties, dissatisfaction, and motivation loss among teacher education students. Mendeley Data, V3. | link |
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| nguyen_2026_misfit_technostress | Dataset on online learning misfit, technostress, performance-related difficulties, dissatisfaction, and motivation loss among teacher education students. IRW table nguyen_2026_misfit_technostress: 1823 respondents x 3 items, 5469 responses. (CC BY 4.0) Nguyen, X. (2026). Dataset on online learning misfit, technostress, performance-related difficulties, dissatisfaction, and motivation loss among teacher education students. Mendeley Data, V3. | link |
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| nguyen_2026_mspss | Multidimensional Scale of Perceived Social Support: 12 items measured before surgery. 394 women undergoing gynecologic surgery in Hanoi, Vietnam; ages 15–77. 4,728 responses on the source 1–7 agreement scale. (CC0 1.0) Van Bich Nguyen (2026). Dataset for the Study "Preoperative Anxiety and Early Postoperative Recovery Among Women Undergoing Gynecologic Surgery in Vietnam" (Version 1) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/X2C2PL | link |
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| nguyen_2026_phc_pss10 | Perceived Stress Scale-10 (PSS-10), Vietnamese, 0 never .. 4 very often, raw answers (positively worded items 4, 5, 7, 8 not reversed). 212 primary-healthcare workers in Vietnam. Covariates: age, gender, years of experience, alcohol, smoking, chronic disease, psychological disorder, living with others. (CC BY 4.0) Nguyen HTN, Nguyen PH, Nong HTN, Vo LT, Nguyen DD, Bui NT, et al. (2026). Occupational stress, coping strategies, and associated factors among primary healthcare workers in Vietnam. PLOS ONE 21(5): e0349770. | link |
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| nguyen_2026_pic | Preoperative information/counseling (PIC): 9 agreement items about explanations, understanding, opportunity to ask questions and reassurance before surgery. 394 women undergoing gynecologic surgery in Hanoi, Vietnam; ages 15–77. 3,546 responses on the source 1–5 scale. (CC0 1.0) Van Bich Nguyen (2026). Dataset for the Study "Preoperative Anxiety and Early Postoperative Recovery Among Women Undergoing Gynecologic Surgery in Vietnam" (Version 1) [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/X2C2PL | link |
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| nguyen_2026_sdt_academic_motivation | dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. IRW table nguyen_2026_sdt_academic_motivation: 2763 respondents x 7 items, 19341 responses. (CC BY 4.0) Nguyen, X. (2026). dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. Mendeley Data, V1. | link |
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| nguyen_2026_sdt_autonomy | dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. IRW table nguyen_2026_sdt_autonomy: 2763 respondents x 7 items, 19341 responses. (CC BY 4.0) Nguyen, X. (2026). dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. Mendeley Data, V1. | link |
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| nguyen_2026_sdt_competence | dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. IRW table nguyen_2026_sdt_competence: 2763 respondents x 6 items, 16578 responses. (CC BY 4.0) Nguyen, X. (2026). dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. Mendeley Data, V1. | link |
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| nguyen_2026_sdt_mental_health | dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. IRW table nguyen_2026_sdt_mental_health: 2763 respondents x 5 items, 13815 responses. (CC BY 4.0) Nguyen, X. (2026). dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. Mendeley Data, V1. | link |
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| nguyen_2026_sdt_perceived_performance | dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. IRW table nguyen_2026_sdt_perceived_performance: 2763 respondents x 5 items, 13815 responses. (CC BY 4.0) Nguyen, X. (2026). dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. Mendeley Data, V1. | link |
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| nguyen_2026_sdt_relatedness | dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. IRW table nguyen_2026_sdt_relatedness: 2763 respondents x 8 items, 22104 responses. (CC BY 4.0) Nguyen, X. (2026). dataset on mental health, academic motivation, and perceived academic performance among Vietnamese students in online learning from a self-determination theory perspective. Mendeley Data, V1. | link |
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| nguyen_2026_student_wellbeing | 11 student psychological well-being items, 1-5, same respondents. (CC BY 4.0) Nguyen, X. (2026). Data on teacher responsibility, generative AI-supported learning effectiveness, fellow student collaboration and student psychological well-being in higher education. Mendeley Data. | link |
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| nguyen_2026_teacher_responsibility | 13 teacher-responsibility items, 1-5, from 1,558 higher-education students. (CC BY 4.0) Nguyen, X. (2026). Data on teacher responsibility, generative AI-supported learning effectiveness, fellow student collaboration and student psychological well-being in higher education. Mendeley Data. | link |
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| nguyen_2026_urine_sanitation conjoint · source = "conj" |
Queensland households chose the most and the least preferred of three sanitation options (two urine-separating sanitation systems and conventional toilets) in 8 choice tasks each; 537 households. Four attributes are stored as displayed text under the deposit's column names (att1, att2, att4, att5) and two numeric attributes as codes (att3, att6). (CC BY 4.0) Nguyen, T. G., Iftekhar, M. S., Koskue, V., Ratnasiri, S., Roiko, A., & Beal, C. D. (2026). Is investing in urine-separating sanitation systems socially optimal? Lessons from an Australian case study [Data set]. figshare. | link |
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| ni_2025_knowledge_transfer | 4-item knowledge-transfer scale (1-5 Likert), raw items, from a survey of Chinese SMEs (Cuevas-Rodriguez et al.-based) (CC BY 4.0) Ni M, et al. (2025) Relationship network, knowledge transfer and open innovation behavior of SMEs from China. PLoS ONE. | link |
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| ni_2025_open_innovation | 9-item open innovation behavior scale (1-5 Likert), raw items, from a survey of Chinese SMEs (Lichtenthaler-based) (CC BY 4.0) Ni M, et al. (2025) Relationship network, knowledge transfer and open innovation behavior of SMEs from China. PLoS ONE. | link |
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| ni_2025_relationship_network | 8-item relationship-network scale (1-5 Likert), raw items, from a survey of Chinese SMEs (West & Bogers-based) (CC BY 4.0) Ni M, et al. (2025) Relationship network, knowledge transfer and open innovation behavior of SMEs from China. PLoS ONE. | link |
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| ni_2025_strategic_orientation | 3-item innovation strategic orientation scale (1-5 Likert), raw items, from a survey of Chinese SMEs (Huang-based) (CC BY 4.0) Ni M, et al. (2025) Relationship network, knowledge transfer and open innovation behavior of SMEs from China. PLoS ONE. | link |
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| niazi_2020_mfq | 32-item Moral Foundations Questionnaire (MFQ-32), respondents' own moral judgments (CC BY 4.0) Niazi F, Inam A, Akhtar Z (2020). Accuracy of consensual stereotypes in moral foundations: A gender analysis. PLOS ONE, 15(3), e0229926. https://doi.org/10.1371/journal.pone.0229926 | link |
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| niazi_2020_mfq_stereotype | Same 32 MFQ-32 statements rated as a prediction of the "average person's" moral judgment (CC BY 4.0) Niazi F, Inam A, Akhtar Z (2020). Accuracy of consensual stereotypes in moral foundations: A gender analysis. PLOS ONE, 15(3), e0229926. https://doi.org/10.1371/journal.pone.0229926 | link |
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| nicholson_2023_paediatric_care conjoint · source = "conj" |
458 parents of children under 16 in Ireland (Qualtrics panels, February 2021) each made 12 forced choices between two unscheduled healthcare services (discrete choice experiment, 24 sets in 2 blocks) varying wait, appointment system, telephone advice, who they would see and cost. Outcome: forced choice. (CC BY 4.0) Nicholson, E., McDonnell, T., Conlon, C., De Brún, A., Doherty, E., & McAuliffe, E. (2023). Parent's preferences for unscheduled paediatric healthcare: A discrete choice experiment. Health Expectations, 26(5), 1931-1940. | link |
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| nicholson_crotty_2021_psm | International public service motivation scale (Kim et al. 2013): attraction to public service, commitment to public values, compassion, self-sacrifice, 4 items each; 16 items, 1-7 (strongly disagree-strongly agree); 456 US public employees (police and non-police) in a three-arm recall priming experiment; covariates: cov_condition, cov_police, cov_public_years, cov_age, cov_ideology, cov_education, cov_black, cov_female. (CC0 1.0) Nicholson-Crotty, S., Nicholson-Crotty, J., Li, D., & Christensen, R. (2021). Exploring the conditionality of public service motivation: evidence from a priming experiment. Asia Pacific Journal of Public Administration, 44(3), 234-248. https://doi.org/10.1080/23276665.2021.1934052 | link |
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| nicoletti_correct_irw | identification of singer position (CC BY 4.0) Nicoletti, J. (2025). Respiration Analysis and Self/Expert Perceived Vocal Effort of a Singer With a Lower-Limb Disability (Master's thesis, Boston Conservatory at Berklee). | link |
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| nicoletti_omni_irw | vocal effort scale (CC BY 4.0) Nicoletti, J. (2025). Respiration Analysis and Self/Expert Perceived Vocal Effort of a Singer With a Lower-Limb Disability (Master's thesis, Boston Conservatory at Berklee). | link |
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| nicoli_2025_defense_union conjoint · source = "conj" |
Adults in France, Germany, Italy, the Netherlands and Spain (IPSOS opt-in panels, November 2022; n=3,839) chose between two hypothetical European security pacts (goal, financing, governance, opt-outs, joint purchases, size) and rated each on a 5-point scale; 3 pairs each, military-framing arm. (CC0 1.0) Nicoli, F., Burgoon, B., & van der Duin, D. (2025). Citizen support for a European Defense Union: An international conjoint experiment on security cooperation in Europe. International Studies Quarterly, 69(3), sqaf044. | link |
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| nit_must_2014 | The data-file consists of information about cohort, age, and gender and test results at the item level for nine of the ten National Intelligence Tests (NIT, Estonian adaptation) subtests and subtest scores for the 10th subtest. (Custom) Must, O., & Must, A. (2014). Data from “Changes in test-taking patterns over time” concerning the Flynn Effect in Estonia. Journal of Open Psychology Data, 2(1), e2. https://doi.org/10.5334/jopd.ab | link |
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| nita_2026_loyalty | 13 loyalty items, 1-5, 409 Indonesian online shoppers. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Nita, N., & Alex, M. M. (2026). Questionnaire & Raw Research Data 'From Marketplace to Website: Determinants of Customer Loyalty' [Dataset]. Zenodo. | link |
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| nita_2026_perceived_enjoyment | 4 perceived enjoyment items, 1-5, 409 Indonesian online shoppers. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Nita, N., & Alex, M. M. (2026). Questionnaire & Raw Research Data 'From Marketplace to Website: Determinants of Customer Loyalty' [Dataset]. Zenodo. | link |
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| nita_2026_perceived_risk | 5 perceived risk items, 1-5, 409 Indonesian online shoppers. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Nita, N., & Alex, M. M. (2026). Questionnaire & Raw Research Data 'From Marketplace to Website: Determinants of Customer Loyalty' [Dataset]. Zenodo. | link |
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| nita_2026_perceived_security | 4 perceived security items, 1-5, 409 Indonesian online shoppers. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Nita, N., & Alex, M. M. (2026). Questionnaire & Raw Research Data 'From Marketplace to Website: Determinants of Customer Loyalty' [Dataset]. Zenodo. | link |
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| nita_2026_perceived_value | 5 perceived value items, 1-5, 409 Indonesian online shoppers. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Nita, N., & Alex, M. M. (2026). Questionnaire & Raw Research Data 'From Marketplace to Website: Determinants of Customer Loyalty' [Dataset]. Zenodo. | link |
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| nita_2026_satisfaction | 4 satisfaction items, 1-5, 409 Indonesian online shoppers. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Nita, N., & Alex, M. M. (2026). Questionnaire & Raw Research Data 'From Marketplace to Website: Determinants of Customer Loyalty' [Dataset]. Zenodo. | link |
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| nita_2026_trust | 5 trust items, 1-5, 409 Indonesian online shoppers. Item text not shipped: the deposit's questionnaire file gives the stems in the administered Indonesian with no author English. (CC BY 4.0) Nita, N., & Alex, M. M. (2026). Questionnaire & Raw Research Data 'From Marketplace to Website: Determinants of Customer Loyalty' [Dataset]. Zenodo. | link |
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| niu_2026_ai_recommendation | Post-stimulus ratings of an AI product recommendation (Study 3): recommendation acceptance, purchase intention, diagnosticity, comfort, perceived analytical / empathetic / assertive content, certainty, product involvement, 28 items, 1-7; N = 655 online consumers in a 2x2x2 experiment; cov_condition, cov_content, cov_assertive, cov_initiation, cov_ai_frequency, cov_gender, cov_age_group. (CC BY 4.0) Niu, D. (2026). Anonymized Data for "When Should AI Recommendations Be Assertive? Matching Message Assertiveness to Recommendation Content" [Data set]. Mendeley Data. https://doi.org/10.17632/wkmm4t7bwh | link |
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| noble_2024_qanon_candidates conjoint · source = "conj" |
690 US partisans each chose between 10 pairs of hypothetical congressional candidates varying party, prior office, public support for QAnon, gender, impeachment, infrastructure, tax and border-wall positions, and rated each candidate's favorability or perceived ideology (7-point; one rating per respondent). (CC0 1.0) Noble, B. S., & Carlson, T. N. (2024). CueAnon: What QAnon signals about congressional candidates and what it costs them. Political Behavior. | link |
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| nolte_2017_hlq_appraisal | HLQ scale 'Appraisal of health information' (5 items, 1-4) from the German validation sample of 1,058 adults with chronic conditions. (CC BY 4.0) Nolte S, Osborne RH, Dwinger S, Elsworth GR, Conrad ML, Rose M, Harter M, Dirmaier J (2017). German translation, cultural adaptation, and validation of the Health Literacy Questionnaire (HLQ). PLOS ONE 12(2): e0172340. | link |
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| nolte_2017_hlq_engage_providers | HLQ scale 'Ability to actively engage with healthcare providers' (5 items, 1-5) from the German validation sample of 1,058 adults with chronic conditions. (CC BY 4.0) Nolte S, Osborne RH, Dwinger S, Elsworth GR, Conrad ML, Rose M, Harter M, Dirmaier J (2017). German translation, cultural adaptation, and validation of the Health Literacy Questionnaire (HLQ). PLOS ONE 12(2): e0172340. | link |
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| nolte_2017_hlq_find_information | HLQ scale 'Ability to find good health information' (5 items, 1-5) from the German validation sample of 1,058 adults with chronic conditions. (CC BY 4.0) Nolte S, Osborne RH, Dwinger S, Elsworth GR, Conrad ML, Rose M, Harter M, Dirmaier J (2017). German translation, cultural adaptation, and validation of the Health Literacy Questionnaire (HLQ). PLOS ONE 12(2): e0172340. | link |
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| nolte_2017_hlq_information | HLQ scale 'Having sufficient information to manage my health' (4 items, 1-4) from the German validation sample of 1,058 adults with chronic conditions. (CC BY 4.0) Nolte S, Osborne RH, Dwinger S, Elsworth GR, Conrad ML, Rose M, Harter M, Dirmaier J (2017). German translation, cultural adaptation, and validation of the Health Literacy Questionnaire (HLQ). PLOS ONE 12(2): e0172340. | link |
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| nolte_2017_hlq_managing_health | HLQ scale 'Actively managing my health' (5 items, 1-4) from the German validation sample of 1,058 adults with chronic conditions. (CC BY 4.0) Nolte S, Osborne RH, Dwinger S, Elsworth GR, Conrad ML, Rose M, Harter M, Dirmaier J (2017). German translation, cultural adaptation, and validation of the Health Literacy Questionnaire (HLQ). PLOS ONE 12(2): e0172340. | link |
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| nolte_2017_hlq_navigating | HLQ scale 'Navigating the healthcare system' (6 items, 1-5) from the German validation sample of 1,058 adults with chronic conditions. (CC BY 4.0) Nolte S, Osborne RH, Dwinger S, Elsworth GR, Conrad ML, Rose M, Harter M, Dirmaier J (2017). German translation, cultural adaptation, and validation of the Health Literacy Questionnaire (HLQ). PLOS ONE 12(2): e0172340. | link |
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| nolte_2017_hlq_provider_support | HLQ scale 'Feeling understood and supported by healthcare providers' (4 items, 1-4) from the German validation sample of 1,058 adults with chronic conditions. (CC BY 4.0) Nolte S, Osborne RH, Dwinger S, Elsworth GR, Conrad ML, Rose M, Harter M, Dirmaier J (2017). German translation, cultural adaptation, and validation of the Health Literacy Questionnaire (HLQ). PLOS ONE 12(2): e0172340. | link |
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| nolte_2017_hlq_social_support | HLQ scale 'Social support for health' (5 items, 1-4) from the German validation sample of 1,058 adults with chronic conditions. (CC BY 4.0) Nolte S, Osborne RH, Dwinger S, Elsworth GR, Conrad ML, Rose M, Harter M, Dirmaier J (2017). German translation, cultural adaptation, and validation of the Health Literacy Questionnaire (HLQ). PLOS ONE 12(2): e0172340. | link |
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| nolte_2017_hlq_understand_info | HLQ scale 'Understanding health information well enough to know what to do' (5 items, 1-5) from the German validation sample of 1,058 adults with chronic conditions. (CC BY 4.0) Nolte S, Osborne RH, Dwinger S, Elsworth GR, Conrad ML, Rose M, Harter M, Dirmaier J (2017). German translation, cultural adaptation, and validation of the Health Literacy Questionnaire (HLQ). PLOS ONE 12(2): e0172340. | link |
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| nomt_hooper_2024_study1 | Assessed whether the Novel Object Memory Test (NOMT) instructions in English versus Spanish affect performance among bilingual participants. (CC BY 4.0) Hooper, M. A., Tomarken, A., & Gauthier, I. (2024). Measuring visual ability in linguistically diverse populations. Behavior Research Methods, 57(1), 36. | link |
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| nomt_hooper_2024_study2 | Assessed whether the Novel Object Memory Test (NOMT) measures the same object recognition ability across native English and Spanish speakers. (CC BY 4.0) Hooper, M. A., Tomarken, A., & Gauthier, I. (2024). Measuring visual ability in linguistically diverse populations. Behavior Research Methods, 57(1), 36. | link |
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| nomt_hooper_2024_study2_nom nominal · source = "nom" |
Nominal companion of nomt_hooper_2024_study2: Novel Object Memory Test (3-alternative forced choice), study 2; text = which of the three options was chosen (1-3), resp = correct. (CC BY 4.0) Hooper, M. A., Tomarken, A., & Gauthier, I. (2024). Measuring visual ability in linguistically diverse populations. Behavior Research Methods, 57(1), 36. | link |
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| non_parametric_mixture_modeling_exp1_Cleaned | Decision-making under time pressure based on indicating which of two displayed circles flashes most frequently (CC BY 4.0) Archambeau, K., Couto, J. & Van Maanen, L. Non-parametric mixture modeling of cognitive psychological data: A new method to disentangle hidden strategies. Behav Res 55, 2232–2248 (2023). https://doi.org/10.3758/s13428-022-01837-0 Miletić, S., & van Maanen, L. (2019). Caution in decision-making under time pressure is mediated by timing ability. Cognitive Psychology, 110, 16-29. | link |
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| nonverbal_immediacy | Data on nonverbal behavioral tendencies (CC BY 4.0) Richmond, V. P., McCroskey, J. C., & Johnson, A. D. (2003). Development of the Nonverbal Immediacy Scale (NIS): Measures of self- and other-perceived nonverbal immediacy. Communication Quarterly, 51, 502-515. | link |
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| nordhoff_2021_motive | 4-item motive-for-use scale (1-5 Likert), raw items, from the same SAE Level 2 automated-car survey (CC BY 4.0) Nordhoff S, et al. (2021) Perceived safety and trust in SAE Level 2 partially automated cars: Results from an online questionnaire. PLoS ONE. | link |
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| nordhoff_2021_safety | 6-item perceived-safety scale (1-5 Likert), raw items, from the same SAE Level 2 automated-car survey (CC BY 4.0) Nordhoff S, et al. (2021) Perceived safety and trust in SAE Level 2 partially automated cars: Results from an online questionnaire. PLoS ONE. | link |
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| nordhoff_2021_trust | 12-item trust-in-automation scale (1-5 Likert), raw items, from an online survey on SAE Level 2 partially automated cars (CC BY 4.0) Nordhoff S, et al. (2021) Perceived safety and trust in SAE Level 2 partially automated cars: Results from an online questionnaire. PLoS ONE. | link |
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| novara_2019_asir | Anxiety Sensitivity Index-Revised (ASI-R), French, 36 items, 1 very little .. 5 very much. 281 French adults from the general population. The authors multiply imputed 10 participants (non-integer cells, dropped here) and replaced 14 univariate outlier cells with the nearest normal value (not identifiable, retained). Covariates: age, gender. (CC BY 4.0) Novara C, Boiche J, Lebrun C, Macgregor A, Mateo Y, Raffard S (2019). Disgust assessment: Factorial structure and psychometric properties of the French version of the Disgust Propension and Sensibility Scale Revised-12. PLOS ONE 14(1): e0210639. | link |
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| novara_2019_dpssr | Disgust Propensity and Sensitivity Scale-Revised (DPSS-R), French, 12 items, 1 never .. 5 always. 281 French adults from the general population. The authors multiply imputed 10 participants (non-integer cells, dropped here) and replaced 14 univariate outlier cells with the nearest normal value (not identifiable, retained). Covariates: age, gender. (CC BY 4.0) Novara C, Boiche J, Lebrun C, Macgregor A, Mateo Y, Raffard S (2019). Disgust assessment: Factorial structure and psychometric properties of the French version of the Disgust Propension and Sensibility Scale Revised-12. PLOS ONE 14(1): e0210639. | link |
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| novara_2019_obq44 | Obsessive Beliefs Questionnaire-44 (OBQ-44), French, 1 strongly disagree .. 7 strongly agree. 281 French adults from the general population. The authors multiply imputed 10 participants (non-integer cells, dropped here) and replaced 14 univariate outlier cells with the nearest normal value (not identifiable, retained). Covariates: age, gender. (CC BY 4.0) Novara C, Boiche J, Lebrun C, Macgregor A, Mateo Y, Raffard S (2019). Disgust assessment: Factorial structure and psychometric properties of the French version of the Disgust Propension and Sensibility Scale Revised-12. PLOS ONE 14(1): e0210639. | link |
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| novara_2019_ocir | Obsessive-Compulsive Inventory-Revised (OCI-R), French, 18 items, 0 not at all .. 4 extremely. 281 French adults from the general population. The authors multiply imputed 10 participants (non-integer cells, dropped here) and replaced 14 univariate outlier cells with the nearest normal value (not identifiable, retained). Covariates: age, gender. (CC BY 4.0) Novara C, Boiche J, Lebrun C, Macgregor A, Mateo Y, Raffard S (2019). Disgust assessment: Factorial structure and psychometric properties of the French version of the Disgust Propension and Sensibility Scale Revised-12. PLOS ONE 14(1): e0210639. | link |
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| novara_2019_panas | Positive and Negative Affect Schedule (PANAS), French, 20 items, 1 not at all or very little .. 5 extremely. 281 French adults from the general population. The authors multiply imputed 10 participants (non-integer cells, dropped here) and replaced 14 univariate outlier cells with the nearest normal value (not identifiable, retained). Covariates: age, gender. (CC BY 4.0) Novara C, Boiche J, Lebrun C, Macgregor A, Mateo Y, Raffard S (2019). Disgust assessment: Factorial structure and psychometric properties of the French version of the Disgust Propension and Sensibility Scale Revised-12. PLOS ONE 14(1): e0210639. | link |
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| novelobjectmatching | Object matching tasks (CC BY 4.0) Growns, B., Towler, A., & Martire, K. (2023). The novel object-matching test (NOM Test): A psychometric measure of visual comparison ability. Behavior research methods, 1-10. | link |
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| nteveros_2021_mbi | Maslach Burnout Inventory (MBI, 15 items, the paper's focal instrument), Greek medical students, N=182 (CC BY 4.0) Nteveros A, Kyprianou M, Artemiadis A, Charalampous A, Christoforaki K, Cheilidis S, et al. (2020). Burnout among medical students in Cyprus: A cross-sectional study. PLOS ONE, 15(11), e0241335. https://doi.org/10.1371/journal.pone.0241335 | link |
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| nteveros_2021_psqi_disturbance | Pittsburgh Sleep Quality Index, component-5 sleep-disturbance sub-items (10 items), Greek medical students, N=182 (CC BY 4.0) Nteveros A, Kyprianou M, Artemiadis A, Charalampous A, Christoforaki K, Cheilidis S, et al. (2020). Burnout among medical students in Cyprus: A cross-sectional study. PLOS ONE, 15(11), e0241335. https://doi.org/10.1371/journal.pone.0241335 | link |
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| nteveros_2021_who5 | WHO-5 Well-Being Index (5 items), Greek medical students, N=182 (CC BY 4.0) Nteveros A, Kyprianou M, Artemiadis A, Charalampous A, Christoforaki K, Cheilidis S, et al. (2020). Burnout among medical students in Cyprus: A cross-sectional study. PLOS ONE, 15(11), e0241335. https://doi.org/10.1371/journal.pone.0241335 | link |
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| nukui_2025_female_successors conjoint · source = "conj" |
7,209 Japanese local council members each read one vignette about a hypothetical potential successor whose gender (man/woman) and age (32/65) were randomized, and rated their willingness to nominate the person, their supporters' likely acceptance, and the person's electability (each 1-4). (CC0 1.0) Nukui, H., Miwa, H., & Ono, Y. (2025). Preferences for female successors: Evidence from a survey experiment among Japanese local politicians. Electoral Studies, 96, 102956. | link |
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| number_pattern_game | 606 Amazon Mechanical Turk were shown a set of numbers and asked what other numbers are likely to belong to the set (CC0 1.0) Bigelow, E., & Piantadosi, S. T. (2016). A large dataset of generalization patterns in the number game. Journal of Open Psychology Data, 4(1), e4-e4. Tenenbaum, J. (1999). Rules and similarity in concept learning. Advances in neural information processing systems, 12. Bigelow, Eric J.; Piantadosi, Steven T., 2018, "Large Dataset of Generalization Patterns in the Number Game", https://doi.org/10.7910/DVN/A8ZWLF, Harvard Dataverse, V1, UNF:6:zUgVtjc9CKvWc4pB//Qp6A== [fileUNF] | link |
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| nunes_2015_jellyfish_beach conjoint · source = "conj" |
Stated-choice experiment: 640 beach recreationists at eight Catalan beaches (2012) chose between two hypothetical beaches (jellyfish bloom risk, water transparency, services, extra travel time) or doing something else; 1-5 answered cards each. (CC BY 4.0) Nunes, P. A. L. D., Loureiro, M. L., Pinol, L., Sastre, S., Voltaire, L., & Canepa, A. (2015). Analyzing beach recreationists' preferences for the reduction of jellyfish blooms: Economic results from a stated-choice experiment in Catalonia, Spain. PLOS ONE, 10(6), e0126681. | link |
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| nunes_2020_ciss | Convergence Insufficiency Symptom Survey (CISS), Portuguese version, 15 items, 0-4 (never-always). 183 higher-education students, Portugal. Covariates: gender, age, degree course. (CC BY 4.0) Nunes AF, Monteiro PL, Nunes AS (2020). Factor structure of the convergence insufficiency symptom survey questionnaire. PLoS ONE 15(2): e0229511. https://doi.org/10.1371/journal.pone.0229511 | link |
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| nunez_2016_bqsps | Brief Self-Report Questionnaire for Screening Putative Pre-psychotic States (BQSPS, Liu et al.), Spanish adaptation, 15 items, 1 never .. 5 very often. 684 high-school students from six schools in Talca, Chile, 2014. Covariate: age. (CC BY 4.0) Núñez D, Arias VB, Campos S (2016). The reliability and validity of Liu's Self-Report Questionnaire for Screening Putative Pre-Psychotic States (BQSPS) in adolescents. PLOS ONE 11(12): e0167982. | link |
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| nurjanah_2019_hls47 | Indonesian Health Literacy Survey (HLS-EU-Q47), 47 items on a 1-4 difficulty scale. 48,363 responses from 1,029 respondents on 47 items. (CC BY 4.0) Nurjanah, & Rachmani, E. (2019). Data for: Using the feature selection with genetic algorithm to abbreviate Indonesia's health literacy questionnaire [Data set]. Mendeley Data. https://doi.org/10.17632/zr54c7rxs3 | link |
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| nurmalita_2026_financial_literacy | Four self-rated financial-literacy statements (understanding needs vs. wants, the importance of budgeting, the risk of late debt or instalment payments, and matching purchases or loans to one's means). 177 income-earning Generation Z respondents in the Greater Jakarta area (Jabodetabek), Indonesia; questionnaire administered in Indonesian; 5-point agreement scale, 1 = strongly disagree (Sangat Tidak Setuju) to 5 = strongly agree (Sangat Setuju), 3 = undecided. (CC BY 4.0) Nurmalita, D., & Seillah, F. B. (2026). Dataset, Questionnaire, dan Codebook: The Impact of Financial Literacy, Self-Control, and Paylater Usage Intensity on the Financial Stability of Income-Earning Generation Z in the Greater Jakarta Area [Data set]. Zenodo. | link |
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| nurmalita_2026_financial_stability | Four financial-stability statements (paying bills and instalments on time, income covering routine needs, being able to save part of income, and holding an emergency reserve). 177 income-earning Generation Z respondents in the Greater Jakarta area (Jabodetabek), Indonesia; questionnaire administered in Indonesian; 5-point agreement scale, 1 = strongly disagree (Sangat Tidak Setuju) to 5 = strongly agree (Sangat Setuju), 3 = undecided. (CC BY 4.0) Nurmalita, D., & Seillah, F. B. (2026). Dataset, Questionnaire, dan Codebook: The Impact of Financial Literacy, Self-Control, and Paylater Usage Intensity on the Financial Stability of Income-Earning Generation Z in the Greater Jakarta Area [Data set]. Zenodo. | link |
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| nurmalita_2026_paylater_use | Four statements on intensity of buy-now-pay-later (paylater) use (using it often, for many kinds of purchase, routinely, and in preference to other available payment methods). 177 income-earning Generation Z respondents in the Greater Jakarta area (Jabodetabek), Indonesia; questionnaire administered in Indonesian; 5-point agreement scale, 1 = strongly disagree (Sangat Tidak Setuju) to 5 = strongly agree (Sangat Setuju), 3 = undecided. (CC BY 4.0) Nurmalita, D., & Seillah, F. B. (2026). Dataset, Questionnaire, dan Codebook: The Impact of Financial Literacy, Self-Control, and Paylater Usage Intensity on the Financial Stability of Income-Earning Generation Z in the Greater Jakarta Area [Data set]. Zenodo. | link |
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| nurmalita_2026_self_control | Four spending self-control statements (resisting unplanned purchases, keeping spending within means, delaying purchases when money is short, and weighing whether an item is really needed). 177 income-earning Generation Z respondents in the Greater Jakarta area (Jabodetabek), Indonesia; questionnaire administered in Indonesian; 5-point agreement scale, 1 = strongly disagree (Sangat Tidak Setuju) to 5 = strongly agree (Sangat Setuju), 3 = undecided. (CC BY 4.0) Nurmalita, D., & Seillah, F. B. (2026). Dataset, Questionnaire, dan Codebook: The Impact of Financial Literacy, Self-Control, and Paylater Usage Intensity on the Financial Stability of Income-Earning Generation Z in the Greater Jakarta Area [Data set]. Zenodo. | link |
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| nurnberger_2022_bai | Beck Anxiety Inventory, 21 items, 0-3. 374 adults, Austria, online survey during COVID-19. Covariates: gender, age. (CC BY 4.0) Nürnberger P, von Lewinski D, Rothenhäusler H-B, Braun C, Reinbacher P, Kolesnik E, et al. (2022) A biopsychosocial model of severe fear of COVID-19. PLoS ONE 17(2): e0264357. https://doi.org/10.1371/journal.pone.0264357 | link |
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| nurnberger_2022_ias | Illness Attitude Scales, 28 items as deposited, 0-4. 374 adults, Austria, online survey during COVID-19. Covariates: gender, age. (CC BY 4.0) Nürnberger P, von Lewinski D, Rothenhäusler H-B, Braun C, Reinbacher P, Kolesnik E, et al. (2022) A biopsychosocial model of severe fear of COVID-19. PLoS ONE 17(2): e0264357. https://doi.org/10.1371/journal.pone.0264357 | link |
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| nurnberger_2022_spq_fear | Specific Phobia Questionnaire, fear ratings of 50 stimuli, 0-4. 374 adults, Austria, online survey during COVID-19. Covariates: gender, age. (CC BY 4.0) Nürnberger P, von Lewinski D, Rothenhäusler H-B, Braun C, Reinbacher P, Kolesnik E, et al. (2022) A biopsychosocial model of severe fear of COVID-19. PLoS ONE 17(2): e0264357. https://doi.org/10.1371/journal.pone.0264357 | link |
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| nurnberger_2022_spq_interference | Specific Phobia Questionnaire, interference ratings of 50 stimuli, 0-4. 374 adults, Austria, online survey during COVID-19. Covariates: gender, age. (CC BY 4.0) Nürnberger P, von Lewinski D, Rothenhäusler H-B, Braun C, Reinbacher P, Kolesnik E, et al. (2022) A biopsychosocial model of severe fear of COVID-19. PLoS ONE 17(2): e0264357. https://doi.org/10.1371/journal.pone.0264357 | link |
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| nurnberger_2022_sss | MOS Social Support Survey, 18 items, 1-5. 374 adults, Austria, online survey during COVID-19. Covariates: gender, age. (CC BY 4.0) Nürnberger P, von Lewinski D, Rothenhäusler H-B, Braun C, Reinbacher P, Kolesnik E, et al. (2022) A biopsychosocial model of severe fear of COVID-19. PLoS ONE 17(2): e0264357. https://doi.org/10.1371/journal.pone.0264357 | link |
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| nurnberger_2022_stai_state | STAI state anxiety, 20 items, 1-4. 374 adults, Austria, online survey during COVID-19. Covariates: gender, age. (CC BY 4.0) Nürnberger P, von Lewinski D, Rothenhäusler H-B, Braun C, Reinbacher P, Kolesnik E, et al. (2022) A biopsychosocial model of severe fear of COVID-19. PLoS ONE 17(2): e0264357. https://doi.org/10.1371/journal.pone.0264357 | link |
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| nurnberger_2022_stai_trait | STAI trait anxiety, 20 items, 1-4. 374 adults, Austria, online survey during COVID-19. Covariates: gender, age. (CC BY 4.0) Nürnberger P, von Lewinski D, Rothenhäusler H-B, Braun C, Reinbacher P, Kolesnik E, et al. (2022) A biopsychosocial model of severe fear of COVID-19. PLoS ONE 17(2): e0264357. https://doi.org/10.1371/journal.pone.0264357 | link |
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| nurnberger_2022_whiteley | Whiteley Index, 14 items, 0/1. 374 adults, Austria, online survey during COVID-19. Covariates: gender, age. (CC BY 4.0) Nürnberger P, von Lewinski D, Rothenhäusler H-B, Braun C, Reinbacher P, Kolesnik E, et al. (2022) A biopsychosocial model of severe fear of COVID-19. PLoS ONE 17(2): e0264357. https://doi.org/10.1371/journal.pone.0264357 | link |
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| nurnberger_2022_who5 | WHO-5 Well-being Index, 5 items, 0-5. 374 adults, Austria, online survey during COVID-19. Covariates: gender, age. (CC BY 4.0) Nürnberger P, von Lewinski D, Rothenhäusler H-B, Braun C, Reinbacher P, Kolesnik E, et al. (2022) A biopsychosocial model of severe fear of COVID-19. PLoS ONE 17(2): e0264357. https://doi.org/10.1371/journal.pone.0264357 | link |
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| nyholt_2024_local_candidates conjoint · source = "conj" |
1,021 Danish YouGov panel respondents (2 x 5 pairs) compared hypothetical Folketing candidates varying gender, age, occupation, party and three kinds of localism (where raised/lives, time spent on local issues, local visibility); outcomes are a 1-5 likelihood of voting for each candidate and a preferred-candidate choice with a don't-know option. (CC0 1.0) Nyholt, N. (2024). Why do voters prefer local candidates? Evidence from a Danish conjoint survey experiment. Political Behavior, 46, 2313-2332. | link |
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| oanh_2021_confidence_scale | Confidence Scale: self-confidence while practicing on real patients, 5 items, 1-5. 182 second-year nursing students in Vietnam (same students as oanh_2021_sssc, ids linked). Covariates: gender, age, GPA. (CC0 1.0) Oanh, T. T. H., Hoai, N. T. Y., & Thuy, P. T. (2021). The relationships of nursing students' satisfaction and self-confidence after a simulation-based course with their self-confidence while practicing on real patients in Vietnam. Journal of Educational Evaluation for Health Professions, 18, 16. https://doi.org/10.3352/jeehp.2021.18.16 | link |
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| oanh_2021_sssc | Student Satisfaction and Self-Confidence in Learning (NLN SSSCL), 13 items (5 satisfaction, 8 self-confidence), 1 = strongly disagree ... 5 = strongly agree, after a simulation-based course. 182 second-year nursing students in Vietnam. Two out-of-range cells dropped. Covariates: gender, age, GPA. (CC0 1.0) Oanh, T. T. H., Hoai, N. T. Y., & Thuy, P. T. (2021). The relationships of nursing students' satisfaction and self-confidence after a simulation-based course with their self-confidence while practicing on real patients in Vietnam. Journal of Educational Evaluation for Health Professions, 18, 16. https://doi.org/10.3352/jeehp.2021.18.16 | link |
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| oanh_2024_ctsq | Critical thinking skills questionnaire (CTSQ), 34 items, 1 = never ... 5 = always. 173 nursing students in Vietnam before (wave 1) and after (wave 2) a simulation-based course. Covariates: age, gender code, residence. (CC0 1.0) Oanh, T. T. H., Thuy, L. T., & Huyen, N. T. T. (2024). The effect of simulation-based training on problem-solving skills, critical thinking skills, and self-efficacy among nursing students in Vietnam: a before-and-after study. Journal of Educational Evaluation for Health Professions, 21, 24. https://doi.org/10.3352/jeehp.2024.21.24 | link |
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| oanh_2024_gses | General Self-Efficacy Scale, 10 items, 1 = completely incorrect ... 4 = completely correct. 173 nursing students in Vietnam before (wave 1) and after (wave 2) a simulation-based course. Covariates: age, gender code, residence. (CC0 1.0) Oanh, T. T. H., Thuy, L. T., & Huyen, N. T. T. (2024). The effect of simulation-based training on problem-solving skills, critical thinking skills, and self-efficacy among nursing students in Vietnam: a before-and-after study. Journal of Educational Evaluation for Health Professions, 21, 24. https://doi.org/10.3352/jeehp.2024.21.24 | link |
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| oanh_2024_psi | Problem Solving Inventory (Heppner), 32 items, 1 = strongly disagree ... 6 = strongly agree, reverse-keyed items stored as scored. 173 nursing students in Vietnam before (wave 1) and after (wave 2) a simulation-based course. Covariates: age, gender code, residence. (CC0 1.0) Oanh, T. T. H., Thuy, L. T., & Huyen, N. T. T. (2024). The effect of simulation-based training on problem-solving skills, critical thinking skills, and self-efficacy among nursing students in Vietnam: a before-and-after study. Journal of Educational Evaluation for Health Professions, 21, 24. https://doi.org/10.3352/jeehp.2024.21.24 | link |
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| obrian_2025_doctor_choice conjoint · source = "conj" |
US adults chose between two dermatologists described by race, patient rating, party, distance, medical school and gender in 2 tasks; 1,150 respondents (attention-check passers). Attributes are stored as the deposit's indicator codes. (CC0 1.0) O'Brian, N. A., & Kent, T. B. (2025). Partisanship and trust in personal doctors: Causes and consequences. British Journal of Political Science, 55, e34. | link |
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| ocampo_2025_latinos_american conjoint · source = "conj" |
Paired conjoint on who counts as American: 1,500 US adults (750 White, 750 Black respondents, 2020) compared 5 pairs of profiles of people from immigrant families varying photo (skin tone x gender), immigration background, self-identification, language, education, profession, religion, party and spouse; outcomes are a forced choice of the more American person and a 1-7 rating of how American each is. (CC0 1.0) Ocampo-Roland, A. N. (2025). Group prototypicality and boundary definition: Comparing White and Black perceptions of whether Latinos are American. American Political Science Review, 119(4), 1581-1598. | link |
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| oconnor_2019_gender_theories | Lay theories of gender (biological and social theory items), 11 items, 1 strongly disagree .. 7 strongly agree; two studies of Irish adults before the 2018 abortion referendum merged with cov_study (the scale followed a biological (Study 1) or social (Study 2) theory passage with a randomly assigned YES/NO conclusion; that assignment is not included). Covariates: study, gender, age, marital status, religion, political orientation, education. (CC BY 4.0) O'Connor C, Maher P, Kadianaki I (2019). Exploring the relationship between lay theories of gender and attitudes to abortion in the context of a national referendum on abortion policy. PLOS ONE 14(6): e0218333. | link |
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| oconnor_2020_srs | The Social Responsiveness Scale, 65 items on a 0-3 scale, answered about 192 autistic and non-autistic (pre-)adolescents. Covariates: cov_diagnosis, cov_sex, cov_iq, cov_age_months. (CC0 1.0) O'Connor, R. (2020). Spontaneous helping behavior of autistic and non-autistic (pre-) adolescents: A matter of motivation? [Dataset]. DataverseNL. | link |
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| odachi_2022_bfs | Japanese Big Five Scale (60 items), Japanese nurses caring for COVID-19 patients (CC BY 4.0) Odachi R, Takahashi S, Sugawara D, Tabata M, Kajiwara T, Hironishi M, Buyo M (2022). The Big Five personality traits and the fear of COVID-19 in predicting depression and anxiety among Japanese nurses caring for COVID-19 patients: A cross-sectional study in Wakayama prefecture. PLOS ONE, 17(10), e0276803. https://doi.org/10.1371/journal.pone.0276803 | link |
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| odachi_2022_fear_covid19 | Fear of COVID-19 Scale (FCV-19S), Japanese nurses caring for COVID-19 patients (CC BY 4.0) Odachi R, Takahashi S, Sugawara D, Tabata M, Kajiwara T, Hironishi M, Buyo M (2022). The Big Five personality traits and the fear of COVID-19 in predicting depression and anxiety among Japanese nurses caring for COVID-19 patients: A cross-sectional study in Wakayama prefecture. PLOS ONE, 17(10), e0276803. https://doi.org/10.1371/journal.pone.0276803 | link |
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| odachi_2022_hads | Hospital Anxiety and Depression Scale (HADS), Japanese nurses caring for COVID-19 patients (CC BY 4.0) Odachi R, Takahashi S, Sugawara D, Tabata M, Kajiwara T, Hironishi M, Buyo M (2022). The Big Five personality traits and the fear of COVID-19 in predicting depression and anxiety among Japanese nurses caring for COVID-19 patients: A cross-sectional study in Wakayama prefecture. PLOS ONE, 17(10), e0276803. https://doi.org/10.1371/journal.pone.0276803 | link |
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| offlinefriend_bigfive | Big five measure from UK university students (CC BY 4.0) Satchell, L.P., Fido, D., Harper, C.A. et al. Development of an Offline-Friend Addiction Questionnaire (O-FAQ): Are most people really social addicts?. Behav Res 53, 1097–1106 (2021). https://doi.org/10.3758/s13428-020-01462-9 | link |
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| offlinefriend_dospert | Domain-specific risk taking measure (DOSPERT) from UK university students (CC BY 4.0) Satchell, L.P., Fido, D., Harper, C.A. et al. Development of an Offline-Friend Addiction Questionnaire (O-FAQ): Are most people really social addicts?. Behav Res 53, 1097–1106 (2021). https://doi.org/10.3758/s13428-020-01462-9 | link |
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| offlinefriend_ofaq | Offline-Friend Addiction Questionnaire (OFAQ) from UK university students (CC BY 4.0) Satchell, L.P., Fido, D., Harper, C.A. et al. Development of an Offline-Friend Addiction Questionnaire (O-FAQ): Are most people really social addicts?. Behav Res 53, 1097–1106 (2021). https://doi.org/10.3758/s13428-020-01462-9 | link |
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| ofosu_2026_malawi_women_candidates conjoint · source = "conj" |
Adults in 12 rural Malawian constituencies (face-to-face, 2022; n=2,233) chose which of two hypothetical MP candidates (gender, party, policy focus, education, profession) they would vote for and which others in their constituency would vote for, 6 pairs each, after a randomized voter-education or control video. (CC0 1.0) Ofosu, G. K., Seeberg, M. B., & Wahman, M. (2026). Messages matter: How voter education campaigns affect citizens' willingness to vote for women. Journal of Politics, 88(1), 145-161. | link |
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| ogbo_2021_mobile_plans_ng conjoint · source = "conj" |
Mobile users in Lagos and Delta States, Nigeria (2016, site-based sample) chose between two mobile bundled plans described by Internet service, voice calls, text messages and price, or no mobile service, in up to 14 choice sets each; 388 respondents. All four attributes are stored as the deposit's codes (no codebook). (CC BY 4.0) Ogbo, E., Brown, T., Gant, J., Davis, A., & Sicker, D. (2019). Data for: The impact of access to over-the-top services on preferences for mobile services: A conjoint analysis of mobile users in Nigeria (Version 1) [Data set]. Mendeley Data. | link |
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| ogden_2022_dass21 | DASS-21, 21 items, 1-4. 767 UK adults surveyed online one year after the first covid-19 national lockdown. Covariates: age, gender, covid risk, shielding. (CC BY 4.0) Ogden RS, Piovesan A (2022) How long was it for you? Memories of the duration of the UK covid-19 lockdown. PLoS ONE 17(7): e0271609. https://doi.org/10.1371/journal.pone.0271609 | link |
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| ogden_2022_tlx | Modified NASA-TLX for an average day over the lockdown year, 6 items, 1-5. 767 UK adults surveyed online one year after the first covid-19 national lockdown. Covariates: age, gender, covid risk, shielding. (CC BY 4.0) Ogden RS, Piovesan A (2022) How long was it for you? Memories of the duration of the UK covid-19 lockdown. PLoS ONE 17(7): e0271609. https://doi.org/10.1371/journal.pone.0271609 | link |
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| ogrady_2026_immigration_sanctions conjoint · source = "conj" |
Single vignette per respondent about a migrant to the UK: name (6 codes), reason for migrating (asylum, economic, family) and sanction (none or three severities). Ratings: support for detention, likelihood the migrant and the respondent would migrate, fairness of the immigration system. YouGov, June 2025, about 2,200 respondents. (CC0 1.0) O'Grady, T. (2026). Deterrence and retribution as motives for supporting punitive public policies. [Journal not stated in the deposit.] | link |
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| ogrady_2026_welfare_sanctions conjoint · source = "conj" |
Single vignette per respondent about a Universal Credit claimant in the UK: name (6), reason for redundancy (2) and sanction for not meeting conditions (none or three severities). Ratings: support for sanctions, likelihood the claimant and the respondent would accept a job, fairness of the JobCentre. YouGov, July 2025, about 2,000 respondents. (CC0 1.0) O'Grady, T. (2026). Deterrence and retribution as motives for supporting punitive public policies. [Journal not stated in the deposit.] | link |
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| ogs_go_2005_2021 competitions · source = "comp" |
Go games played on Online-Go.com (OGS), 2005-11-05 to 2021-10-12: 25,492,142 decided games between 690,746 players, from Zachary Vance's 2021 dump of the OGS API. agent_a is black, agent_b is white, and homefield is "agent_a" throughout because black moves first; komi and handicap, both kept as columns, are what compensate that, so read the three together (white wins 59% of games, which is what handicap play does to the colour balance). winner is agent_a or agent_b and never a draw: the source records no tie. Also kept: the board size (19x19 11.9M, 9x9 10.3M, 13x13 3.3M, and 67,120 games on 5x5/7x7/15x15/17x17), the rule set, whether the game was ranked (19.3M were), the outcome as recorded (Resignation, Timeout, "6.5 points", Disconnection, Moderator Decision and imported-game variants) and margin_points for the 28% of games that were counted out. Dropped: 1.37M cancellations, 157,798 unfinished games, 59,145 on non-square or unusual boards, 3,267 whose recorded winner is neither player and 247 with a missing or shared player id. Games the players marked private are already absent from the dump; on top of that, usernames, player ranks, move records, chat and reviews are dropped and the OGS player ids are re-keyed to integers, so no row can be joined back to an OGS account. (Custom) Vance, Z. (2021). OGS 2021 collection of Go games [Data set]. Internet Archive. https://archive.org/details/ogs2021 | link |
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| ogura_2022_partisan_labels conjoint · source = "conj" |
US online respondents (n = 1,051) each judged 4 pairs of hypothetical persons described by 6 randomized partisanship-related attributes (parents' party, party activity, reaction to criticism of the party, issue opinions, voting habits, vote intention), choosing which is more of a Democrat (or Republican, by arm) and rating each on a 7-point scale. (CC0 1.0) Ogura, I., Miwa, H., & Iida, T. (2022). What do you mean by "Democrat" and "Republican"? Evidence from a conjoint experiment. International Journal of Public Opinion Research, 34(1), edab025. | link |
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| ohmura_2022_covid_vaccination_lucid conjoint · source = "conj" |
Japanese adults (Lucid panel, 26-28 March 2021; n = 1024) chose, in 5 paired tasks, the more desirable of two vaccination situations, each setting whether they themselves, a familiar person they had picked, and society as a whole vaccinate, wait and see, or do not vaccinate against COVID-19. (CC0 1.0) Ohmura, H. (2022). Analysis of social combinations of COVID-19 vaccination: Evidence from a conjoint analysis. PLOS ONE, 17(1), e0261426. | link |
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| ohmura_2022_covid_vaccination_ycs conjoint · source = "conj" |
Japanese adults (Yahoo! Crowdsourcing panel, 14-16 March 2021; n = 2848) chose, in 5 paired tasks, the more desirable of two vaccination situations, each setting whether they themselves, a familiar person they had picked, and society as a whole vaccinate, wait and see, or do not vaccinate against COVID-19. (CC0 1.0) Ohmura, H. (2022). Analysis of social combinations of COVID-19 vaccination: Evidence from a conjoint analysis. PLOS ONE, 17(1), e0261426. | link |
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| ojelabi_2019_sf36 | SF-36 raw items (36 items), sickle cell disease patients, N=200 (CC BY 4.0) Ojelabi AO, Bamgboye AE, Ling J (2019). Preference-based measure of health-related quality of life and its determinants in sickle cell disease in Nigeria. PLOS ONE, 14(10), e0223043. https://doi.org/10.1371/journal.pone.0223043 | link |
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| ojwang_2020_sweetpotato_traits rankings · source = "rank" |
Sweetpotato trait preferences along the value chain in Central Uganda: 1327 farmers, vine multipliers, traders, processors and consumers each ranked 16 traits by importance (21232 rows), surveyed in Mpigi and Masaka in February 2020. One row per respondent x position; item = the trait text from the deposit's Stata variable labels, resp = the position, 1 = most important. The source records ties as averaged mid-ranks (15.5 for a tie at 15 and 16); they are decoded to this family's tie convention, where every item of a tie group takes the group's lowest position, which is exact and reversible. Ties are common: every respondent has at least one. Six rows whose mid-ranks cannot tile positions 1..16 are dropped (issue #3179). Rankings layout (data/rankings/README.md). (CC BY 4.0) Ojwang, S. O. (2025). Sweetpotato Trait Preferences in Uganda: A Value Chain-Wide Survey Dataset (2020) [data set]. Zenodo. https://doi.org/10.5281/zenodo.14831654 | link |
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| okamura_2018_burnout | 17-item Japanese Burnout Index (1-5 Likert), from a survey of N=261 nurses/care workers in Japan on burnout and religion in end-of-life care. (CC BY 4.0) Okamura T, Shimmei M, Takase A, Toishiba S, Hayashida K, Yumiyama T, et al. (2018) A positive attitude towards provision of end-of-life care may protect against burnout: Burnout and religion in a super-aging society. PLoS ONE. | link |
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| okamura_2018_eol_attitude | 6-item Frommelt Attitude Toward Care Of Dying Scale (abbreviated, 1-5 Likert), from a survey of N=261 nurses/care workers in Japan on burnout and religion in end-of-life care. (CC BY 4.0) Okamura T, Shimmei M, Takase A, Toishiba S, Hayashida K, Yumiyama T, et al. (2018) A positive attitude towards provision of end-of-life care may protect against burnout: Burnout and religion in a super-aging society. PLoS ONE. | link |
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| okan_2019_cervical_leaflet_knowledge | Knowledge of the NHS cervical screening leaflet: 23 true/false statements and numeric estimates, scored 0/1 by the authors; resp_raw = answer. 602 UK women aged 25-64. (CC BY 4.0) Okan Y, Smith SG, Bruine de Bruin W (2019). How Do Women Interpret the NHS Information Leaflet about Cervical Cancer Screening? Medical Decision Making, 39(7), 738-754. https://doi.org/10.1177/0272989X19873647 | link |
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| okan_2019_numeracy | Schwartz numeracy, 3 items scored 0/1; resp_raw = answer. 602 UK women aged 25-64. (CC BY 4.0) Okan Y, Smith SG, Bruine de Bruin W (2019). How Do Women Interpret the NHS Information Leaflet about Cervical Cancer Screening? Medical Decision Making, 39(7), 738-754. https://doi.org/10.1177/0272989X19873647 | link |
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| okan_2024_cervical_results_affect | Affective reactions to the screening-results information, 6 feelings (assured .. worried) 1-7, not reversed. 3,100 UK women aged 25-64, randomised to numerical/tree/icon-array format x explanatory text; follow-up (wave 2) for 1,575. (CC BY 4.0) Okan Y, Stone ER, Petrova D, Bruine de Bruin W (2024). Communicating Probabilities of Cervical Cancer Screening Results with Icon Arrays or Tree Diagrams: A Longitudinal Experiment. Health Communication. https://doi.org/10.1080/10410236.2024.2421612 | link |
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| okan_2024_cervical_results_comprehension | Comprehension of cervical screening result probabilities: 6 gist (relative ordering) and 9 verbatim (exact number) items, scored 0/1 by the authors; resp_raw = answer. 3,100 UK women aged 25-64, randomised to numerical/tree/icon-array format x explanatory text; follow-up (wave 2) for 1,575. (CC BY 4.0) Okan Y, Stone ER, Petrova D, Bruine de Bruin W (2024). Communicating Probabilities of Cervical Cancer Screening Results with Icon Arrays or Tree Diagrams: A Longitudinal Experiment. Health Communication. https://doi.org/10.1080/10410236.2024.2421612 | link |
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| okan_2024_cervical_results_evaluation | Evaluations of the screening-results information (understanding, helpfulness, liking, trust, engagement, reuse), 6 items 1-7. 3,100 UK women aged 25-64, randomised to numerical/tree/icon-array format x explanatory text; follow-up (wave 2) for 1,575. (CC BY 4.0) Okan Y, Stone ER, Petrova D, Bruine de Bruin W (2024). Communicating Probabilities of Cervical Cancer Screening Results with Icon Arrays or Tree Diagrams: A Longitudinal Experiment. Health Communication. https://doi.org/10.1080/10410236.2024.2421612 | link |
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| okan_2024_graph_literacy | Short graph literacy, 4 items scored 0/1. 3,100 UK women aged 25-64, randomised to numerical/tree/icon-array format x explanatory text; follow-up (wave 2) for 1,575. (CC BY 4.0) Okan Y, Stone ER, Petrova D, Bruine de Bruin W (2024). Communicating Probabilities of Cervical Cancer Screening Results with Icon Arrays or Tree Diagrams: A Longitudinal Experiment. Health Communication. https://doi.org/10.1080/10410236.2024.2421612 | link |
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| okan_2024_numeracy | Schwartz numeracy, 3 items scored 0/1. 3,100 UK women aged 25-64, randomised to numerical/tree/icon-array format x explanatory text; follow-up (wave 2) for 1,575. (CC BY 4.0) Okan Y, Stone ER, Petrova D, Bruine de Bruin W (2024). Communicating Probabilities of Cervical Cancer Screening Results with Icon Arrays or Tree Diagrams: A Longitudinal Experiment. Health Communication. https://doi.org/10.1080/10410236.2024.2421612 | link |
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| okeke2025_adaptability | Adaptability (post-experiment) from a supply chain AI RCT (N=200, 3 items, 1-5). (CC BY 4.0) Okeke, C. et al. (2025). Leveraging generative AI to enhance cognitive agility in supply chain decision-making [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28768874.v1 | link |
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| okeke2025_ai_usefulness_post | Perceived Usefulness of Generative AI Tools (post-experiment) from a supply chain AI RCT (N=200, 3 items, 1-5). (CC BY 4.0) Okeke, C. et al. (2025). Leveraging generative AI to enhance cognitive agility in supply chain decision-making [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28768874.v1 | link |
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| okeke2025_ai_usefulness_pre | Perceived Usefulness of AI Tools at baseline from a supply chain AI study (N=200, 3 items, 1-5). (CC BY 4.0) Okeke, C. et al. (2025). Leveraging generative AI to enhance cognitive agility in supply chain decision-making [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28768874.v1 | link |
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| okeke2025_cognitive_agility_post | Post-Use Cognitive Agility (post-experiment) from a supply chain AI RCT (N=200, 3 items, 1-5). (CC BY 4.0) Okeke, C. et al. (2025). Leveraging generative AI to enhance cognitive agility in supply chain decision-making [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28768874.v1 | link |
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| okeke2025_cognitive_agility_pre | Perceived Cognitive Agility (pre-experiment) from a supply chain AI study (N=200, 5 items, 1-5). (CC BY 4.0) Okeke, C. et al. (2025). Leveraging generative AI to enhance cognitive agility in supply chain decision-making [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28768874.v1 | link |
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| okeke2025_decision_accuracy | Decision Accuracy (post-experiment) from a supply chain AI RCT (N=200, 3 items, 1-5). (CC BY 4.0) Okeke, C. et al. (2025). Leveraging generative AI to enhance cognitive agility in supply chain decision-making [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28768874.v1 | link |
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| okeke2025_decision_confidence_post | Decision-Making Confidence (post-experiment) from a supply chain AI RCT (N=200, 3 items, 1-5). (CC BY 4.0) Okeke, C. et al. (2025). Leveraging generative AI to enhance cognitive agility in supply chain decision-making [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28768874.v1 | link |
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| okeke2025_decision_confidence_pre | Decision-Making Confidence (pre-experiment) from a supply chain AI study (N=200, 3 items, 1-5). (CC BY 4.0) Okeke, C. et al. (2025). Leveraging generative AI to enhance cognitive agility in supply chain decision-making [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28768874.v1 | link |
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| okeke2025_response_time | Response Time (post-experiment) from a supply chain AI RCT (N=200, 3 items, 1-5). (CC BY 4.0) Okeke, C. et al. (2025). Leveraging generative AI to enhance cognitive agility in supply chain decision-making [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28768874.v1 | link |
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| okeke2025_risk_mitigation | Risk Mitigation Effectiveness (post-experiment) from a supply chain AI RCT (N=200, 3 items, 1-5). (CC BY 4.0) Okeke, C. et al. (2025). Leveraging generative AI to enhance cognitive agility in supply chain decision-making [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.28768874.v1 | link |
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| okoro_2022_interest_inventory | 30-item student interest inventory, 1-4, after a randomised motivation-strategy intervention. 100 respondents x 30 items = 3000 responses. (CC0 1.0) Okoro, L. (2022). Replication Data for Effect of Motivation Strategies on Students' Interest [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/QAWGJV | link |
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| olajubu_2024_srh_hlq | Health Literacy Questionnaire adapted to sexual and reproductive health (40 items: 23 agree/disagree 1-4, 17 difficulty 1-5) for 1,090 young people aged 15-24 in Osun State, Nigeria (university students and out-of-school youths). (CC BY 4.0) Olajubu, A. O., Komolafe, A. O., & Fatusi, A. O. (2026). Sexual and Reproductive Health Literacy and Service Utilization Among Young People in Southwest Nigeria. SAGE Open Nursing, 12. https://doi.org/10.1177/23779608251411367 | link |
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| oliveira_2026_healthcare_experiences | 11 inventory items with item-specific option sets (1-4, 1-5 or yes/no) on healthcare experiences and weight-stigma experiences; N = 384 Brazilian adults (REDCap survey); cov_age, cov_gender, cov_marital, cov_skin_color, cov_income, cov_bmi. (CC BY 4.0) de Oliveira, I., Laus, M. F., Braga Costa, T. M., & Almeida, S. (2026). Weight bias internalization, healthcare-related experiences and experienced weight stigma across Body Mass Index categories in Brazilian adults [data]. figshare. https://doi.org/10.6084/m9.figshare.33716635.v1 | link |
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| oliveira_2026_wbis | 10 WBIS-M items (1-7; item 1 absent from the deposit); N = 384 Brazilian adults (REDCap survey); cov_age, cov_gender, cov_marital, cov_skin_color, cov_income, cov_bmi. (CC BY 4.0) de Oliveira, I., Laus, M. F., Braga Costa, T. M., & Almeida, S. (2026). Weight bias internalization, healthcare-related experiences and experienced weight stigma across Body Mass Index categories in Brazilian adults [data]. figshare. https://doi.org/10.6084/m9.figshare.33716635.v1 | link |
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| olmos_gomez_2026_ai_mathematics | A 9-item ad hoc questionnaire on perceptions of artificial intelligence in mathematics education, on a 1-5 agreement scale, answered in Spanish by 853 university students in Melilla, Ceuta and Granada. Covariates: cov_gender, cov_age, cov_ses. (CC0 1.0) Olmos-Gomez, M. C., Portillo-Sanchez, R., Poyato-Nunez, M., & Parra-Gonzalez, M. E. (2026). The use of artificial intelligence in mathematics education: perceptions among young university students. Humanities and Social Sciences Communications, 7(1). | link |
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| oluocharidi_2020_delivery_facility conjoint · source = "conj" |
Women who had recently given birth in Naivasha Sub-County, Kenya (466 respondents, enumerator-administered) chose between two hypothetical delivery facilities varying quality of care, staff attitude, cost, equipment, distance and referral services, or home delivery (opt-out), in 16 choice sets. (CC0 1.0) Oluoch-Aridi, J., Adam, M. B., Wafula, F., & Kokwaro, G. (2020). Understanding what women want: Eliciting preference for delivery health facility in a rural subcounty in Kenya, a discrete choice experiment. BMJ Open, 10(12), e038865. | link |
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| oluocharidi_2020_nairobi conjoint · source = "conj" |
Discrete choice experiment: 421 women who had recently delivered, in a peri-urban area of Nairobi (Kenya), chose between two hypothetical delivery health facilities (clinical quality, cleanliness, health-worker attitude, equipment and supplies, distance, cost) or neither (home delivery); 16 tasks each. (CC BY 4.0) Oluoch-Aridi, J., Adam, M. B., Wafula, F., & Kokwaro, G. (2020). Eliciting women's preferences for place of child birth at a peri-urban setting in Nairobi, Kenya: A discrete choice experiment. PLOS ONE, 15(12), e0242149. | link |
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| omale_2025_ppd_beliefs | Beliefs about postpartum depression, 10 agreement items, 1 strongly disagree - 5 strongly agree; N = 519 women in Yobe and Niger states, Nigeria; cov_state, cov_age, cov_education, cov_employment, cov_income, cov_marital_status, cov_religion, cov_children. (CC BY 4.0) Omale, G., Oyesomi, K., Oladosun, M., & Bamigbolayin-Afolabi, O. (2025). Dataset on socio-demographic predictors of help-seeking for postpartum depression in Northern Nigeria. Mendeley Data, V1. https://doi.org/10.17632/2tzj5m5kp4 | link |
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| omale_2025_ppd_control | Perceived control over and barriers to seeking help for postpartum depression, 15 agreement items, 1 strongly disagree - 5 strongly agree; N = 519 women in Yobe and Niger states, Nigeria; cov_state, cov_age, cov_education, cov_employment, cov_income, cov_marital_status, cov_religion, cov_children. (CC BY 4.0) Omale, G., Oyesomi, K., Oladosun, M., & Bamigbolayin-Afolabi, O. (2025). Dataset on socio-demographic predictors of help-seeking for postpartum depression in Northern Nigeria. Mendeley Data, V1. https://doi.org/10.17632/2tzj5m5kp4 | link |
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| omale_2025_ppd_info_sources | Media and interpersonal sources of information on postpartum depression, 14 agreement items (VAR00081/VAR00082 share a stem in the deposit), 1 strongly disagree - 5 strongly agree; N = 519 women in Yobe and Niger states, Nigeria; cov_state, cov_age, cov_education, cov_employment, cov_income, cov_marital_status, cov_religion, cov_children. (CC BY 4.0) Omale, G., Oyesomi, K., Oladosun, M., & Bamigbolayin-Afolabi, O. (2025). Dataset on socio-demographic predictors of help-seeking for postpartum depression in Northern Nigeria. Mendeley Data, V1. https://doi.org/10.17632/2tzj5m5kp4 | link |
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| omale_2025_ppd_intention | Intention to seek help for postpartum depression, 11 agreement items, 1 strongly disagree - 5 strongly agree; N = 519 women in Yobe and Niger states, Nigeria; cov_state, cov_age, cov_education, cov_employment, cov_income, cov_marital_status, cov_religion, cov_children. (CC BY 4.0) Omale, G., Oyesomi, K., Oladosun, M., & Bamigbolayin-Afolabi, O. (2025). Dataset on socio-demographic predictors of help-seeking for postpartum depression in Northern Nigeria. Mendeley Data, V1. https://doi.org/10.17632/2tzj5m5kp4 | link |
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| omale_2025_ppd_knowledge | Knowledge and awareness of postpartum depression, 11 agreement items, 1 strongly disagree - 5 strongly agree; N = 519 women in Yobe and Niger states, Nigeria; cov_state, cov_age, cov_education, cov_employment, cov_income, cov_marital_status, cov_religion, cov_children. (CC BY 4.0) Omale, G., Oyesomi, K., Oladosun, M., & Bamigbolayin-Afolabi, O. (2025). Dataset on socio-demographic predictors of help-seeking for postpartum depression in Northern Nigeria. Mendeley Data, V1. https://doi.org/10.17632/2tzj5m5kp4 | link |
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| omale_2025_ppd_norms | Cultural and subjective norms around postpartum depression, 10 agreement items, 1 strongly disagree - 5 strongly agree; N = 519 women in Yobe and Niger states, Nigeria; cov_state, cov_age, cov_education, cov_employment, cov_income, cov_marital_status, cov_religion, cov_children. (CC BY 4.0) Omale, G., Oyesomi, K., Oladosun, M., & Bamigbolayin-Afolabi, O. (2025). Dataset on socio-demographic predictors of help-seeking for postpartum depression in Northern Nigeria. Mendeley Data, V1. https://doi.org/10.17632/2tzj5m5kp4 | link |
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| onah_2021_covid_info_sources | Binary endorsement of ten COVID-19 health information sources (WHO/NCDC websites, social media, television, radio, health worker, place of worship, etc.). 78,900 responses from 7,890 respondents on 10 items. (CC BY 4.0) Onah, U., Momohjimoh, A., & Okonkwo, E. (2021). Health information literacy of Nigerians on the preventive measures of COVID-19: A cross sectional survey data [Data set]. Mendeley Data. https://doi.org/10.17632/cf3s3v8wb3 | link |
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| onah_2021_covid_knowledge | COVID-19 preventive-measures knowledge items (true/false, scored 1/0) from a Nigerian health information literacy survey. 197,250 responses from 7,890 respondents on 25 items. (CC BY 4.0) Onah, U., Momohjimoh, A., & Okonkwo, E. (2021). Health information literacy of Nigerians on the preventive measures of COVID-19: A cross sectional survey data [Data set]. Mendeley Data. https://doi.org/10.17632/cf3s3v8wb3 | link |
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| onecm_kay_2025 | Item-level responses from the One-Item Conspiracy Measure (1CM), adminstered twice in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| oner_2026_basic_needs | Twelve basic-psychological-need-satisfaction items in three subscales (competence c1-4, relatedness r1-4, autonomy a1-4), 617 Turkish middle-school pupils, 1-7. Item text not shipped: the deposit carries anchors but no stems, so which BPNS measure this is cannot be settled from the file. (CC BY 4.0) Oner, B. (2026). Enjoyment and Boredom in Physical Education: The Mediating Role of Motivation in the Relationship Between Basic Psychological Need Satisfaction and Affective Outcomes Among Turkish Middle School Students [Dataset]. Zenodo. | link |
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| oner_2026_pe_boredom | Four physical-education boredom items, 617 Turkish middle-school pupils, 1-5. Item text not shipped: anchors present, stems absent. (CC BY 4.0) Oner, B. (2026). Enjoyment and Boredom in Physical Education: The Mediating Role of Motivation in the Relationship Between Basic Psychological Need Satisfaction and Affective Outcomes Among Turkish Middle School Students [Dataset]. Zenodo. | link |
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| oner_2026_pe_enjoyment | Four physical-education enjoyment items, 617 Turkish middle-school pupils aged 10-14, 1-5. Item text not shipped: the deposit carries response anchors but no item stems. (CC BY 4.0) Oner, B. (2026). Enjoyment and Boredom in Physical Education: The Mediating Role of Motivation in the Relationship Between Basic Psychological Need Satisfaction and Affective Outcomes Among Turkish Middle School Students [Dataset]. Zenodo. | link |
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| oner_2026_pe_motivation | Nine motivation items in three subscales (intrinsic im1-3, extrinsic em1-3, amotivation am1-3), 617 Turkish middle-school pupils, 1-5. Item text not shipped: anchors present, stems absent. (CC BY 4.0) Oner, B. (2026). Enjoyment and Boredom in Physical Education: The Mediating Role of Motivation in the Relationship Between Basic Psychological Need Satisfaction and Affective Outcomes Among Turkish Middle School Students [Dataset]. Zenodo. | link |
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| ono_2019_candidate_sex conjoint · source = "conj" |
1,583 US adults (SSI online panel, March 2016) each chose between 10 pairs of hypothetical candidates (5 for President, 5 for the U.S. House) described by 13 attributes including sex, age, race, family, experience, party, issue positions and poll favorability. (CC0 1.0) Ono, Y., & Burden, B. C. (2019). The contingent effects of candidate sex on voter choice. Political Behavior, 41(3), 583-607. | link |
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| ono_2020_gender_stereotypes conjoint · source = "conj" |
2,686 adults in Osaka Prefecture, Japan (Rakuten Research online panel, November 2015) each chose between 4 pairs of hypothetical same-party House of Representatives candidates described by 7 attributes: sex, education, personality trait, issue specialization and positions on social, economic and military issues. Outcome: vote choice. (CC0 1.0) Ono, Y., & Yamada, M. (2020). Do voters prefer gender stereotypic candidates? Evidence from a conjoint survey experiment in Japan. Political Science Research and Methods, 8(3), 477-492. | link |
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| ono_2025_bicameral_gender conjoint · source = "conj" |
Japanese voters (Rakuten Insight online panel, July 2020, n=2,267) rated 20 hypothetical Diet candidates one at a time on an 8-point favorability scale, 10 for the House of Representatives and 10 for the House of Councillors (chamber order randomized; half primed on the lower house's power to elect the PM); 8 attributes with real-world level probabilities (gender, party, age, education, occupation, hometown, experience, dynasty). (CC0 1.0) Ono, Y., Kasuya, Y., & Miwa, H. (2025). Analyzing gender gaps in bicameral legislatures: How asymmetrical institutions affect the supply and demand for female candidates. Legislative Studies Quarterly, 50(3), e12493. | link |
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| ono_2026_multiple_vote conjoint · source = "conj" |
Japanese online respondents (Lucid, 5,400) chose among six hypothetical candidates for a three-seat municipal assembly election in 5 tasks, randomized to a single-vote (SNTV, 1,456) or three-vote ranked (block vote, 3,944) ballot; candidates vary in gender, age, education, previous occupation, hometown and assembly experience. Outcomes: the SNTV vote and the first-, second- and third-ranked BV votes. (CC0 1.0) Ono, Y., Miwa, H., & Kasuya, Y. (2026). Voting for gender balancing? The effect of a multiple-vote system on women's representation. Political Science Research and Methods. | link |
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| openesm_0018_bailon | Longitudinal ecological momentary assessment (EMA/ESM) time-series measuring momentary emotional valence (-50 to +50) and arousal (0 to 100) via visual analogue scales during COVID-19 lockdown in Spain. (CC BY 4.0) Bailón, C., Goñi, A. & Goñi-Balentziaga, O. CoVidAffect: an open ecological momentary assessment and physiological dataset. Sci Data 12, 107 (2025). | link |
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| openfootball_argentina_2018_2025 competitions · source = "comp" |
Argentina Primera División matches, 2018-19 to 2025 Apertura (2,435 matches, 34 clubs); agent_a = home side, winner from the score, shootouts in shootout_winner. (CC0 1.0) openfootball (2026). Football.TXT match data. https://github.com/openfootball | link |
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| openfootball_austria_2010_2027 competitions · source = "comp" |
Austrian Bundesliga matches, 2010-11 to 2026-27 (in progress; 3,039 matches, 21 clubs), including championship/relegation rounds and the Europa League play-off; agent_a = home side. (CC0 1.0) openfootball (2026). Football.TXT match data. https://github.com/openfootball | link |
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| openfootball_brasileirao_2018_2026 competitions · source = "comp" |
Brazil Série A matches, 2018 to 2026 (2026 in progress; 3,317 matches, 32 clubs); agent_a = home side, winner from the score. (CC0 1.0) openfootball (2026). Football.TXT match data. https://github.com/openfootball | link |
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| openfootball_concacafcl_2010_2025 competitions · source = "comp" |
CONCACAF Champions League / Champions Cup matches, 2010-11 to 2025 (each leg a row) from openfootball Football.TXT files. (CC0 1.0) openfootball (2026). world: CONCACAF Champions League. https://github.com/openfootball/world | link |
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| openfootball_libertadores_2012_2026 competitions · source = "comp" |
Copa Libertadores matches 2012-2026 (qualifying rounds, group stage, knockouts; each leg a row) from openfootball Football.TXT files. (CC0 1.0) openfootball (2026). south-america: Copa Libertadores. https://github.com/openfootball/south-america | link |
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| openfootball_ligamx_2010_2025 competitions · source = "comp" |
Liga MX (Mexico) matches, 2010-11 to 2024-25, Apertura and Clausura with playoffs (4,985 matches, 28 clubs); agent_a = home side, winner from the 90/120-minute score. (CC0 1.0) openfootball (2026). Football.TXT match data. https://github.com/openfootball | link |
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| openfootball_mls_2005_2025 competitions · source = "comp" |
Major League Soccer matches 2005-2025 (7,063 matches, 34 teams; 2025 season through May 4 only)https://github.com/openfootball/worldopenfootball. Football.TXT match data, world/north-america/major-league-soccer [Data set]. GitHub. (CC0 1.0) openfootball. Football.TXT match data, world/north-america/major-league-soccer [Data set]. GitHub. | link |
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| openfootball_sudamericana_2012_2025 competitions · source = "comp" |
Copa Sudamericana matches 2012-2025 (each leg a row) from openfootball Football.TXT files. (CC0 1.0) openfootball (2026). south-america: Copa Sudamericana. https://github.com/openfootball/south-america | link |
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| openfootball_uefacl_2011_2026 competitions · source = "comp" |
UEFA Champions League matches 2011-12 to 2025-26, group/league stage onward (1,997 matches, 108 clubs) (CC0 1.0) openfootball. Football.TXT match data, champions-league [Data set]. GitHub. | link |
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| openpowerlifting | 1,112,288 full-power powerlifting meet performances by 424,530 lifters, 1967-2026, from the OpenPowerlifting archive. Nine items are the three attempts at each of the squat, bench press and deadlift, in the order taken; resp = 1 made, 0 missed. The lifter announces the weight himself, so the item difficulty is chosen by the test-taker and is carried as trial_load (kg); trial_bodyweight, trial_equipment, trial_federation and trial_age describe the meet entry. Longitudinal: wave orders each lifter's meets and date is the meet date. Attempts two and three are chosen after the outcome of attempt one, so the nine responses are not locally independent. Entries reporting only best lifts, and fourth (record) attempts, are excluded. (CC0 1.0) OpenPowerlifting (2026). The OpenPowerlifting Project [Data set]. https://www.openpowerlifting.org (bulk CSV export of 2026-10-24). | link |
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| opentsstvr_linnig_2025_ssq | evaluated subjective, endocrine, and heart rate responses to the Open TSST-VR compared to an active control condition (GPL-3.0) Linnig, K., Seel, S., von Dawans, B., Standard, W., Zielasko, D., Weyers, B., & Domes, G. (2025). Open TSST VR: Psychobiological reactions to an open version of the Trier Social Stress Test in virtual reality. Behavior Research Methods, 57(5), 147. | link |
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| opentsstvr_linnig_2025_vas | evaluated subjective, endocrine, and heart rate responses to the Open TSST-VR compared to an active control condition (GPL-3.0) Linnig, K., Seel, S., von Dawans, B., Standard, W., Zielasko, D., Weyers, B., & Domes, G. (2025). Open TSST VR: Psychobiological reactions to an open version of the Trier Social Stress Test in virtual reality. Behavior Research Methods, 57(5), 147. | link |
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| opentsstvr_linnig_2025_vrexperience | evaluated subjective, endocrine, and heart rate responses to the Open TSST-VR compared to an active control condition (GPL-3.0) Linnig, K., Seel, S., von Dawans, B., Standard, W., Zielasko, D., Weyers, B., & Domes, G. (2025). Open TSST VR: Psychobiological reactions to an open version of the Trier Social Stress Test in virtual reality. Behavior Research Methods, 57(5), 147. | link |
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| opladen2025_edeq | Eating Disorder Examination Questionnaire (EDE-Q; 28 items); German clinical sample BN/BDD/IAD N=217; 1-7 as deposited (the deposit's syntax recodes to the usual 0-6); items 13-18 are frequency counts 0-112 (CC0 1.0) Opladen, V., Vivell, M.-B., & Hirschfeld, G. (2025). The Body in Focus: A Transdiagnostic Comparison of Body Checking Behavior in Bulimia Nervosa, Body Dysmorphic Disorder and Illness Anxiety Disorder [Dataset]. OSF. https://osf.io/58xb9/ | link |
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| opladen2025_fkg | Health/illness-cognition items FKG (20 items, 1-4), probably the Fragebogen zu Körper und Gesundheit (Hiller et al., 1997) -- the deposit never names it; German clinical sample BN/BDD/IAD N=217 (CC0 1.0) Opladen, V., Vivell, M.-B., & Hirschfeld, G. (2025). The Body in Focus [Dataset]. OSF. https://osf.io/58xb9/ | link |
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| opladen2025_fks | Fragebogen körperdysmorpher Symptome (FKS; Buhlmann et al., 2009), a German self-report screener for body dysmorphic disorder (17 of 18 items; FKS_2 absent from the deposit); German clinical sample BN/BDD/IAD N=217; 1-5 (CC0 1.0) Opladen, V., Vivell, M.-B., & Hirschfeld, G. (2025). The Body in Focus [Dataset]. OSF. https://osf.io/58xb9/ | link |
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| opladen2025_wi | Whiteley Index (WI; 14 items, binary 1-2), a health-anxiety (hypochondriasis) screener; German clinical sample BN/BDD/IAD N=217 (CC0 1.0) Opladen, V., Vivell, M.-B., & Hirschfeld, G. (2025). The Body in Focus [Dataset]. OSF. https://osf.io/58xb9/ | link |
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| oppong_2026_procurement_literacy | Procurement Literacy Instrument (PMLI): 51 items on a 5-point scale across eight dimensions - legal/regulatory (LEG, 6), planning (PLAN, 7), supplier management (SUP, 7), transparency (TRAN, 6), ethics (ETH, 7), digital (DIG, 6), familiarity (FAM, 6) and behaviour (BEH, 6). 554 undergraduate procurement students at three Ghanaian universities. Missingness is genuinely item-level: 442 respondents answered all 51 items and the other 112 skipped between 1 and 48, so 562 cells are absent but every respondent appears. NOTE one covariate: cov_gpa_band holds eight band labels drawn from two different and overlapping option sets ('3.0 - 3.9' alongside '3.0 - 3.5', '3.6-4.0' and '4.0-5.0'), so it is not usable as an ordered variable; the verbatim label is shipped because that is what was recorded. (CC BY 4.0) Oppong PB, Ofori D, Wunu P, Nyamah EY, Nyamah EY, Boateng JKGA, Agyapong GKQ (2026). A multidimensional procurement literacy instrument: Development and validation among undergraduate procurement students in Ghana. PLOS ONE 21(2). | link |
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| ordak_2026_vaccine_misreasoning | 597 anti-vaccination Facebook posts hand-coded for presence/absence of 10 statistical misreasoning types (binary 0/1 items) N=597 posts (CC BY 4.0) Ordak M. Statistical misreasoning in online content about vaccines: Implications and recommendations for addressing disinformation. PLOS ONE. | link |
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| ornelasherrera_2023_circular_farming conjoint · source = "conj" |
Choice experiment on food produced by organic, conventional or circular farming: 5,271 consumers in Belgium, Croatia, Hungary, Italy, Poland and Spain chose among three labelled products at different prices, or none, in four purchase situations for each of pork, milk and sliced bread they buy. (CC BY 4.0) Ornelas Herrera, S. I., & Kallas, Z. (2023). European consumers' preference and willingness to pay for food products labelled as obtained by a circular farming system - in relation to environmental attitudes and consumption behaviours [Data set]. Zenodo. | link |
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| ornstein_2024_hometown_advantage conjoint · source = "conj" |
Candidate choice conjoint in the 2022 Cooperative Election Study (University of Georgia module): 1,308 US respondents chose between two candidates in five hypothetical nonpartisan local elections, with candidates varying in name (signalling race and gender), age, career, political experience, endorsements, family and community ties. (CC0 1.0) Ornstein, J. T., Heideman, A. J., Moy, B. J., & Schiff, K. J. (2024). Hometown advantage: Voter preferences for community embeddedness in local contests. Journal of Experimental Political Science, 12(3), 267-281. | link |
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| orovou_2021_lec5 | Life Events Checklist-5 (17 binary items), Greek postpartum women after cesarean section (CC BY 4.0) Orovou E, Theodoropoulou IM, Antoniou E (2021) Psychometric properties of the Post Traumatic Stress Disorder Checklist for DSM-5 in a sample of Greek women after cesarean section. PLOS ONE 16(9): e0255689. | link |
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| orovou_2021_pcl5 | PCL-5 (20 items, 0-4 Likert), Greek postpartum women after cesarean section (CC BY 4.0) Orovou E, Theodoropoulou IM, Antoniou E (2021) Psychometric properties of the Post Traumatic Stress Disorder Checklist for DSM-5 in a sample of Greek women after cesarean section. PLOS ONE 16(9): e0255689. | link |
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| orsini_2018_ams | Chilean dental students: Academic Motivation Scale, 28 items, 1-7; N = 924 (years 1-6, Universidad San Sebastián, 2016); cov_year_of_study, cov_gender, cov_age. (CC0 1.0) Orsini, C. A., Binnie, V. I., & Tricio, J. A. (2018). Motivational profiles and their relationships with basic psychological needs, academic performance, study strategies, self-esteem, and vitality in dental students in Chile [Data set]. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/SHNVHF | link |
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| orsini_2018_bpns | Chilean dental students: Basic Psychological Needs scale, 15 items, 1-5; N = 924 (years 1-6, Universidad San Sebastián, 2016); cov_year_of_study, cov_gender, cov_age. (CC0 1.0) Orsini, C. A., Binnie, V. I., & Tricio, J. A. (2018). Motivational profiles and their relationships with basic psychological needs, academic performance, study strategies, self-esteem, and vitality in dental students in Chile [Data set]. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/SHNVHF | link |
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| orsini_2018_learning_strategy | Chilean dental students: learning strategy scale, 10 items, 1-5; N = 924 (years 1-6, Universidad San Sebastián, 2016); cov_year_of_study, cov_gender, cov_age. (CC0 1.0) Orsini, C. A., Binnie, V. I., & Tricio, J. A. (2018). Motivational profiles and their relationships with basic psychological needs, academic performance, study strategies, self-esteem, and vitality in dental students in Chile [Data set]. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/SHNVHF | link |
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| orsini_2018_self_esteem | Chilean dental students: self-esteem scale (10 items, 1-4; Rosenberg length), 10 items, 1-4; N = 924 (years 1-6, Universidad San Sebastián, 2016); cov_year_of_study, cov_gender, cov_age. (CC0 1.0) Orsini, C. A., Binnie, V. I., & Tricio, J. A. (2018). Motivational profiles and their relationships with basic psychological needs, academic performance, study strategies, self-esteem, and vitality in dental students in Chile [Data set]. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/SHNVHF | link |
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| orsini_2018_vitality | Chilean dental students: subjective vitality scale, 6 items, 1-7; N = 924 (years 1-6, Universidad San Sebastián, 2016); cov_year_of_study, cov_gender, cov_age. (CC0 1.0) Orsini, C. A., Binnie, V. I., & Tricio, J. A. (2018). Motivational profiles and their relationships with basic psychological needs, academic performance, study strategies, self-esteem, and vitality in dental students in Chile [Data set]. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/SHNVHF | link |
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| oskooii_2024_amid | Boundaries of American identity, 4 items (AMID1, AMID2, AMID4, AMID5; AMID5 not asked in 2020), 1-5; N = 6,333 US adults pooled over three samples; cov_study, cov_age, cov_female, race indicators, cov_income, cov_education, cov_democrat, cov_republican, cov_ideology, cov_trump_approval. (CC0 1.0) Oskooii, K. A. R., & Lajevardi, N. (2024). Anti-Muslim Policy Preferences and Boundaries of American Identity Across Partisanship [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/Z1BVYB | link |
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| oskooii_2024_anti_muslim_policy | Support for anti-Muslim policies (Muslim ban, sharia ban, registry, patrols, weapon restrictions, mosque restrictions), 6 items of which 3-5 per sample, 0-4 (deposited as 0-1 and mapped back); N = 6,333 US adults; same covariates as oskooii_2024_amid. (CC0 1.0) Oskooii, K. A. R., & Lajevardi, N. (2024). Anti-Muslim Policy Preferences and Boundaries of American Identity Across Partisanship [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/Z1BVYB | link |
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| oskooii_2024_muslim_resentment | Muslim-American resentment, 3 items (mar2, mar4, mar6), 1-5; N = 6,333 US adults pooled over three samples; same covariates as oskooii_2024_amid. (CC0 1.0) Oskooii, K. A. R., & Lajevardi, N. (2024). Anti-Muslim Policy Preferences and Boundaries of American Identity Across Partisanship [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/Z1BVYB | link |
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| osorio_2023_dos | Differentiation of Self, 21 items on a 0-5 scale, adolescents aged 12-19 in six Spanish-speaking countries. 107,622 responses from 5,303 respondents on 21 items. (CC BY 4.0) Osorio, A. (2023). Dataset for the article "Differentiation of Self in Adolescents: Measurement Invariance Analysis across six Spanish-Speaking Countries" [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8300667 | link |
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| osorio_2025_dsi | Differentiation of Self Inventory, 22 items on a 0-5 scale, answered by 6,845 adolescents aged 12-17 across six countries. One of three instruments in the deposit. (CC BY 4.0) Osorio, A. (2025). Dataset for the article "Exploring the links between parenting styles, differentiation of self and substance use in adolescents". Zenodo. | link |
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| osorio_2025_parenting | Parenting-styles battery, 16 items on a 0-6 frequency scale (affection and control subscales), answered by 6,327 adolescents aged 12-17 across six countries. (CC BY 4.0) Osorio, A. (2025). Dataset for the article "Exploring the links between parenting styles, differentiation of self and substance use in adolescents". Zenodo. | link |
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| osorio_2025_substance_use | Substance-use frequency, 5 items on a 0-4 scale (cigarettes, cannabis, alcohol, binge drinking, other drugs), answered by 7,004 adolescents aged 12-17. (CC BY 4.0) Osorio, A. (2025). Dataset for the article "Exploring the links between parenting styles, differentiation of self and substance use in adolescents". Zenodo. | link |
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| otago_2018_library_support | Eight ways the University Library could support postgraduate study, each rated 1 (most preferred) to 5 (least preferred) by 386 postgraduate students at the University of Otago in 2018. Worded as a ranking but fielded as a rating matrix, and answered as one. Item text shipped. 3,014 responses. (CC BY 4.0) Research Support Unit Library, University of Otago (2018). Postgraduate Support at Otago: Student Questionnaire Answers. figshare. | link |
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| otaki_2022_dental_adaptability | Self-reported adaptability scale, postgraduate dental learners/instructors, 4 items, N=18 (CC BY 4.0) Otaki, F., et al. (2022). Self-reported adaptability among postgraduate dental learners and their instructors: Accelerated change induced by COVID-19. PLOS ONE. | link |
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| ou_2025_det | Digital technology experience, 4 items, 1-5. 3,878 K-12 teachers in a provincial digital-literacy training programme, Guangxi, China. (CC BY 4.0) Ou Q, Wu S, Jiang Y, He Z, Luo H (2025) From training to practice: A multi-group analysis of factors influencing K-12 teachers’integration of Digital Educational Resources (DERs). PLoS One 20(12): e0338543. https://doi.org/10.1371/journal.pone.0338543 | link |
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| ou_2025_digital_literacy | Teacher digital literacy (Chinese industry standard), 28 items over five dimensions, 1-5. 3,878 K-12 teachers in a provincial digital-literacy training programme, Guangxi, China. (CC BY 4.0) Ou Q, Wu S, Jiang Y, He Z, Luo H (2025) From training to practice: A multi-group analysis of factors influencing K-12 teachers’integration of Digital Educational Resources (DERs). PLoS One 20(12): e0338543. https://doi.org/10.1371/journal.pone.0338543 | link |
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| ou_2025_utaut_bi | UTAUT behavioural intention, 3 items, 1-5. 3,878 K-12 teachers in a provincial digital-literacy training programme, Guangxi, China. (CC BY 4.0) Ou Q, Wu S, Jiang Y, He Z, Luo H (2025) From training to practice: A multi-group analysis of factors influencing K-12 teachers’integration of Digital Educational Resources (DERs). PLoS One 20(12): e0338543. https://doi.org/10.1371/journal.pone.0338543 | link |
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| ou_2025_utaut_ee | UTAUT effort expectancy, 3 items, 1-5. 3,878 K-12 teachers in a provincial digital-literacy training programme, Guangxi, China. (CC BY 4.0) Ou Q, Wu S, Jiang Y, He Z, Luo H (2025) From training to practice: A multi-group analysis of factors influencing K-12 teachers’integration of Digital Educational Resources (DERs). PLoS One 20(12): e0338543. https://doi.org/10.1371/journal.pone.0338543 | link |
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| ou_2025_utaut_fc | UTAUT facilitating conditions, 3 items, 1-5. 3,878 K-12 teachers in a provincial digital-literacy training programme, Guangxi, China. (CC BY 4.0) Ou Q, Wu S, Jiang Y, He Z, Luo H (2025) From training to practice: A multi-group analysis of factors influencing K-12 teachers’integration of Digital Educational Resources (DERs). PLoS One 20(12): e0338543. https://doi.org/10.1371/journal.pone.0338543 | link |
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| ou_2025_utaut_pe | UTAUT performance expectancy for digital educational resources, 3 items, 1-5. 3,878 K-12 teachers in a provincial digital-literacy training programme, Guangxi, China. (CC BY 4.0) Ou Q, Wu S, Jiang Y, He Z, Luo H (2025) From training to practice: A multi-group analysis of factors influencing K-12 teachers’integration of Digital Educational Resources (DERs). PLoS One 20(12): e0338543. https://doi.org/10.1371/journal.pone.0338543 | link |
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| ou_2025_utaut_si | UTAUT social influence, 3 items, 1-5. 3,878 K-12 teachers in a provincial digital-literacy training programme, Guangxi, China. (CC BY 4.0) Ou Q, Wu S, Jiang Y, He Z, Luo H (2025) From training to practice: A multi-group analysis of factors influencing K-12 teachers’integration of Digital Educational Resources (DERs). PLoS One 20(12): e0338543. https://doi.org/10.1371/journal.pone.0338543 | link |
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| oviedo_2026_waterbirds conjoint · source = "conj" |
Online respondents in Spain and Portugal (Sept-Oct 2019) chose among two hypothetical conservation programs and a no-program status quo in 4 choice sets, varying the change in numbers of vulnerable, endangered and critically endangered waterbird species in SW Iberian coastal salt marshes and a one-time income-tax payment. 979 respondents; choice among three alternatives. (CC BY 4.0) Oviedo, J. L., Campos, P., Caparrós, A., Muñoz Arroyo, G., & De la Cruz, A. (2026). Integrating threatened biodiversity in monetary ecosystem accounting: Choice experiments and simulated exchange values. Environmental and Resource Economics, 89(8). | link |
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| oxfordcovid_xue_2024_at | Oxford Activities and Technology Use Scale (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_bfi | Big Five Inventory (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_brs | Brief Resilience Scale (BRS) (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_edeq | Eating Disorder Examination Questionnaire (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_gad | Generalised Anxiety Disorder scale (GAD-7) (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_iusc | Intolerance of Uncertainty Scale (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_mfq | Mental Flexibility Questionnaire (MFQ) (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_mh | Oxford Mental Health Scale (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_pas | Pandemic Anxiety Scale (PAS) (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_phq | Patient Health Questionnaire (PHQ-9) (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_pss | Perceived Stress Scale (PSS) (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_pswq_a | Penn-State Worry Questionnaire (PSWQ) Adult Version (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_pswq_c | Penn-State Worry Questionnaire (PSWQ) Child Version (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_rse | Rosenberg Self-Esteem Scale (RSE) (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_school | Oxford School Scale (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_swemws | Short Warwick-Edinburgh Mental Wellbeing Scale (WEMWBS – S) (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| oxfordcovid_xue_2024_ua | Oxford University Admission Scale (CC BY 4.0) Parsons, S., Todorovic, A., Lim, M. C., Songco, A., & Fox, E. (2022). Data and protocol for the Oxford Achieving Resilience during COVID-19 (ARC) study. Journal of Open Psychology Data, 10(1), 4-4. | link |
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| ozkurt_2026_basic_psych_needs | Basic Psychological Need Satisfaction Scale (14 items), 1-5 scale, N=374 elite Turkish wrestlers. (CC BY 4.0) Özkurt B, Eskiler E (2026). The effect of motivational determinants on elite Wrestlers' ıntentions to continue in sport: The mediating role of enjoyment. PLOS ONE 21(7):e0353067. | link |
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| ozkurt_2026_continuance_intention | Continuance intention to wrestle (6 items), 1-7 scale, N=374 elite Turkish wrestlers. (CC BY 4.0) Özkurt B, Eskiler E (2026). The effect of motivational determinants on elite Wrestlers' ıntentions to continue in sport: The mediating role of enjoyment. PLOS ONE 21(7):e0353067. | link |
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| ozkurt_2026_ego_orientation | Ego Orientation Questionnaire (10 items), 1-5 scale, N=374 elite Turkish wrestlers. (CC BY 4.0) Özkurt B, Eskiler E (2026). The effect of motivational determinants on elite Wrestlers' ıntentions to continue in sport: The mediating role of enjoyment. PLOS ONE 21(7):e0353067. | link |
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| ozkurt_2026_paces_enjoyment | Physical Activity Enjoyment Scale (8 items), 1-7 scale, N=374 elite Turkish wrestlers. (CC BY 4.0) Özkurt B, Eskiler E (2026). The effect of motivational determinants on elite Wrestlers' ıntentions to continue in sport: The mediating role of enjoyment. PLOS ONE 21(7):e0353067. | link |
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| ozkurt_2026_sport_motivation | Sport Motivation Scale (16 items), 1-7 scale, N=374 elite Turkish wrestlers. (CC BY 4.0) Özkurt B, Eskiler E (2026). The effect of motivational determinants on elite Wrestlers' ıntentions to continue in sport: The mediating role of enjoyment. PLOS ONE 21(7):e0353067. | link |
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| paampsmartsud_saba_2023_amps | Applied Mindfulness Process Scale (CC BY 4.0) Saba, S. K., & Black, D. S. (2024, September 4). Psychometric Assessment of the Applied Mindfulness Process Scale (AMPS) Among a Sample in Residential Treatment for Substance Use Disorder. Retrieved from osf.io/9jgxs | link |
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| paampsmartsud_saba_2023_attendance | Class Attendance Scale (CC BY 4.0) Saba, S. K., & Black, D. S. (2024, September 4). Psychometric Assessment of the Applied Mindfulness Process Scale (AMPS) Among a Sample in Residential Treatment for Substance Use Disorder. Retrieved from osf.io/9jgxs | link |
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| paampsmartsud_saba_2023_ders | Difficulties in Emotion Regulation Scale (CC BY 4.0) Saba, S. K., & Black, D. S. (2024, September 4). Psychometric Assessment of the Applied Mindfulness Process Scale (AMPS) Among a Sample in Residential Treatment for Substance Use Disorder. Retrieved from osf.io/9jgxs | link |
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| paampsmartsud_saba_2023_ffmq | Five Facet Mindfulness Questionnaire – Short Form (CC BY 4.0) Saba, S. K., & Black, D. S. (2024, September 4). Psychometric Assessment of the Applied Mindfulness Process Scale (AMPS) Among a Sample in Residential Treatment for Substance Use Disorder. Retrieved from osf.io/9jgxs | link |
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| paampsmartsud_saba_2023_pacs | Penn Alcohol Craving Scale (CC BY 4.0) Saba, S. K., & Black, D. S. (2024, September 4). Psychometric Assessment of the Applied Mindfulness Process Scale (AMPS) Among a Sample in Residential Treatment for Substance Use Disorder. Retrieved from osf.io/9jgxs | link |
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| paampsmartsud_saba_2023_pss | Perceived Stress Scale (CC BY 4.0) Saba, S. K., & Black, D. S. (2024, September 4). Psychometric Assessment of the Applied Mindfulness Process Scale (AMPS) Among a Sample in Residential Treatment for Substance Use Disorder. Retrieved from osf.io/9jgxs | link |
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| pact_project | Data from the Promoting Adolescents' Comprehension of Text Project, in which 7 - 12 grade students respond to item to gauge the role of cognitive processes, motivation, engagement, etc to improve reading comprehension (CC BY 4.0) Vaughn, S., Swanson, E., Roberts, G., Martinez, L., Wanzek, J., Simmons, D., Clemens, N., & Fogarty, M. (2021). PACT8 2011-2012, PACT8 2012-2013, PACT11 2011-2012, PACT11 2012-2013, Vocabulary and Comprehension (VoCO) Project [datasets]. LDbase. http://ldbase.org/datasets/7a353ad7-4859-47a0-8aad-000889fed91a | link |
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| padchasuwan_2026_sexual_health_literacy | Sexual Health Literacy Measurement Tool for Undergraduate Students (SHL-US), administered in Thai to 1,235 Thai undergraduates. 49 items on a 4-point scale across the four health-literacy dimensions: access (AC, 14 items), understanding (UN, 12), appraisal (APR, 12), application (APL, 11). IMPORTANT: this is the 49-item ADMINISTERED form, not the published 45-item instrument. The paper's EFA retained 47 of 49 and CFA removed two more, yielding a final 45-item form (access 12, understanding 12, appraisal 10, application 11) - so access and appraisal each lost two items. Which specific items were dropped is not stated in the article or marked in the data, so all 49 administered items are shipped. A user who treats this table as the SHL-US as published would be wrong by four items. Zero missing cells; all four response levels appear on every item. The deposit carries no demographic columns at all. (CC BY 4.0) Padchasuwan NH, Benchamas J, Laoraksawong P, Senahad N, Banchonhattakit P, Phimha S (2026). Development and psychometric validation of the Sexual Health Literacy Measurement Tool for Undergraduate Students (SHL-US) in Thailand. PLOS ONE 21(10). | link |
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| page_2025_portrait10 | PORTRAIT-10 complex-health-care-needs tool, 10 items (0-4 Likert), administered at baseline and follow-up (wave), N=245 French-speaking chronic pain patients (CC BY 4.0) Pagé MG, Tremblay N, Ghoussoub K, Hudon C, Chouinard MC, Choinière M (2025). Reliability and validity of the PORTRAIT-10 tool for assessing complex health care needs in French-speaking people living with chronic pain. PLOS ONE. https://doi.org/10.1371/journal.pone.0335734 | link |
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| pajnkihar_2017_cnpi | Caring Nurse-Patient Interactions Scale, nurse version (70 items, 1-5), Slovenian, from 586 nurses and nursing assistants in four Slovenian hospitals (CC BY 4.0) Pajnkihar, M., Stiglic, G., & Vrbnjak, D. (2017). The concept of Watson's carative factors in nursing and their (dis)harmony with patient satisfaction. PeerJ, 5, e2940. | link |
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| pakpour_2023_ehealth_literacy | eHealth Literacy Scale (eHEALS), 8 items, 1-5. 9,705 adults in Iran. Covariates: age, gender, education, residence, marital status, city. (CC0 1.0) Pakpour, Amir (2023). health literacy and mental health [dataset]. Harvard Dataverse. | link |
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| pakpour_2023_helia | Health Literacy for Iranian Adults (HELIA), 33 items, 1-5. 9,748 adults in Iran. Covariates: age, gender, education, residence, marital status, city. (CC0 1.0) Pakpour, Amir (2023). health literacy and mental health [dataset]. Harvard Dataverse. | link |
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| pakseresht_2021_gmfood_risk_ranking | GM-food risk-dimension ranking task (environmental/health/economic/ethical), 4 items, ranks 1-4, N=535 (CC BY 4.0) Pakseresht, A., et al. (2021). Genetically modified food and consumer risk responsibility: The effect of regulatory design and risk type on cognitive information processing. PLOS ONE. | link |
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| pan_2023_hiring_managers conjoint · source = "conj" |
506 hiring managers in China each judged 3 hypothetical job applicants' resumes, varying an ideological study group (blocked: one of each per respondent), GPA rank, gender, CCP membership, a political statement, major and university, reporting whether they would call each applicant back (0/1). (CC0 1.0) Pan, J., & Zhang, T. (2023). Does ideology influence hiring in China? Evidence from two randomized experiments. Political Science Research and Methods, 11(1), 63-79. | link |
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| pan_2023_phone_addiction | Mobile Phone Addiction Tendency Scale (MPATS), 16 items on a 1-5 scale, Chinese college students. 8,416 responses from 526 respondents on 16 items. (CC BY 4.0) Pan W, Ma Y, Long Y, Wang Y, Zhao Y (2023). Self-control mediates the relationship between time perspective and mobile phone addiction in Chinese college students. PeerJ, 11, e16467. https://doi.org/10.7717/peerj.16467 | link |
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| pan_2023_resume_pretest conjoint · source = "conj" |
121 respondents (pretest; sample not described) each rated 10 hypothetical job applicants, varying master's major, highlighted courses and extracurricular study group (socialist vs Western), on academic merit, government connections and political conformity (1-10 each). (CC0 1.0) Pan, J., & Zhang, T. (2023). Does ideology influence hiring in China? Evidence from two randomized experiments. Political Science Research and Methods, 11(1), 63-79. | link |
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| pan_2023_self_control | Self-Control Scale, 19 items on a 1-5 scale, Chinese college students. 9,994 responses from 526 respondents on 19 items. (CC BY 4.0) Pan W, Ma Y, Long Y, Wang Y, Zhao Y (2023). Self-control mediates the relationship between time perspective and mobile phone addiction in Chinese college students. PeerJ, 11, e16467. https://doi.org/10.7717/peerj.16467 | link |
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| pan_2023_time_perspective | Zimbardo Time Perspective Inventory, 20 items on a 1-5 scale, Chinese college students. 10,520 responses from 526 respondents on 20 items. (CC BY 4.0) Pan W, Ma Y, Long Y, Wang Y, Zhao Y (2023). Self-control mediates the relationship between time perspective and mobile phone addiction in Chinese college students. PeerJ, 11, e16467. https://doi.org/10.7717/peerj.16467 | link |
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| pan_2025_crossstrait_agreement conjoint · source = "conj" |
Single-profile conjoint on cross-Strait peace agreements: 3,446 Taiwanese online respondents (April 2022) each judged 5 hypothetical China-Taiwan agreements made of randomly shown concessions (4 by China, 4 by Taiwan), supporting or opposing each, under a randomized US-support / China-threat framing. (CC0 1.0) Pan, H.-H., Kastner, S. L., & Pearson, M. M. (2025). Is China-Taiwan rapprochement possible? Experimental evidence from Taiwan. Journal of Conflict Resolution, 69(7-8), 1143-1171. | link |
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| pan_2025_diplomatic_visits conjoint · source = "conj" |
Taiwanese respondents (n = 2,245) each saw 5 pairs of hypothetical politicians with randomized gender, party, education, past meetings with senior Chinese and US officials and stance on the 1992 Consensus, and chose which (if either) they preferred as a defender of national security. (CC0 1.0) Pan, H.-H., & Kagotani, K. (forthcoming). Diplomatic visits and image-building: A conjoint analysis in Taiwan. Asian Survey. | link |
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| panel_2023_technocrats_de conjoint · source = "conj" |
Adults in Germany (online survey, June-August 2021, n = 1665) chose between two hypothetical ministers in each of 5 paired tasks (Prime Minister, Finance, Foreign Affairs, Agriculture, Education) varying age, gender, class background, prior occupation, party membership, accountability and policy position. (CC0 1.0) Panel, S., Paulis, E., Pilet, J.-B., Rojon, S., & Vittori, D. (2024). The lure of technocrats: A conjoint experiment on preferences for technocratic ministers in six European countries. Political Behavior, 46, 1961-1984. | link |
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| panel_2023_technocrats_es conjoint · source = "conj" |
Adults in Spain (online survey, June-August 2021, n = 1585) chose between two hypothetical ministers in each of 5 paired tasks (Prime Minister, Finance, Foreign Affairs, Agriculture, Education) varying age, gender, class background, prior occupation, party membership, accountability and policy position. (CC0 1.0) Panel, S., Paulis, E., Pilet, J.-B., Rojon, S., & Vittori, D. (2024). The lure of technocrats: A conjoint experiment on preferences for technocratic ministers in six European countries. Political Behavior, 46, 1961-1984. | link |
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| panel_2023_technocrats_fr conjoint · source = "conj" |
Adults in France (online survey, June-August 2021, n = 1625) chose between two hypothetical ministers in each of 5 paired tasks (Prime Minister, Finance, Foreign Affairs, Agriculture, Education) varying age, gender, class background, prior occupation, party membership, accountability and policy position. (CC0 1.0) Panel, S., Paulis, E., Pilet, J.-B., Rojon, S., & Vittori, D. (2024). The lure of technocrats: A conjoint experiment on preferences for technocratic ministers in six European countries. Political Behavior, 46, 1961-1984. | link |
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| panel_2023_technocrats_it conjoint · source = "conj" |
Adults in Italy (online survey, June-August 2021, n = 1589) chose between two hypothetical ministers in each of 5 paired tasks (Prime Minister, Finance, Foreign Affairs, Agriculture, Education) varying age, gender, class background, prior occupation, party membership, accountability and policy position. (CC0 1.0) Panel, S., Paulis, E., Pilet, J.-B., Rojon, S., & Vittori, D. (2024). The lure of technocrats: A conjoint experiment on preferences for technocratic ministers in six European countries. Political Behavior, 46, 1961-1984. | link |
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| panel_2023_technocrats_pl conjoint · source = "conj" |
Adults in Poland (online survey, June-August 2021, n = 1558) chose between two hypothetical ministers in each of 5 paired tasks (Prime Minister, Finance, Foreign Affairs, Agriculture, Education) varying age, gender, class background, prior occupation, party membership, accountability and policy position. (CC0 1.0) Panel, S., Paulis, E., Pilet, J.-B., Rojon, S., & Vittori, D. (2024). The lure of technocrats: A conjoint experiment on preferences for technocratic ministers in six European countries. Political Behavior, 46, 1961-1984. | link |
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| panel_2023_technocrats_uk conjoint · source = "conj" |
Adults in the UK (online survey, June-August 2021, n = 1670) chose between two hypothetical ministers in each of 5 paired tasks (Prime Minister, Finance, Foreign Affairs, Agriculture, Education) varying age, gender, class background, prior occupation, party membership, accountability and policy position. (CC0 1.0) Panel, S., Paulis, E., Pilet, J.-B., Rojon, S., & Vittori, D. (2024). The lure of technocrats: A conjoint experiment on preferences for technocratic ministers in six European countries. Political Behavior, 46, 1961-1984. | link |
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| pang_2023_behavioral_intent | 5-item Behavioral Intention scale (1-5 Likert), the outcome construct of a media-based NEV adoption model (CC BY 4.0) Pang J, Ye J, Zhang X (2023) Factors influencing users' willingness to use new energy vehicles. PLoS ONE. | link |
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| pang_2023_media_influence | 5-item Mass Media influence scale (1-5 Likert) from a survey on willingness to adopt new energy vehicles (NEVs) (CC BY 4.0) Pang J, Ye J, Zhang X (2023) Factors influencing users' willingness to use new energy vehicles. PLoS ONE. | link |
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| pang_2023_perceived_cost | 5-item Perceived Cost scale (1-5 Likert) from a survey on willingness to adopt new energy vehicles (NEVs) (CC BY 4.0) Pang J, Ye J, Zhang X (2023) Factors influencing users' willingness to use new energy vehicles. PLoS ONE. | link |
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| pang_2023_perceived_ease_use | 5-item Perceived Ease of Use scale (1-5 Likert) from a survey on willingness to adopt new energy vehicles (NEVs) (CC BY 4.0) Pang J, Ye J, Zhang X (2023) Factors influencing users' willingness to use new energy vehicles. PLoS ONE. | link |
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| pang_2023_perceived_enjoyment | 5-item Perceived Enjoyment scale (1-5 Likert) from a survey on willingness to adopt new energy vehicles (NEVs) (CC BY 4.0) Pang J, Ye J, Zhang X (2023) Factors influencing users' willingness to use new energy vehicles. PLoS ONE. | link |
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| pang_2023_perceived_risk | 5-item Perceived Risk scale (1-5 Likert) from a survey on willingness to adopt new energy vehicles (NEVs) (CC BY 4.0) Pang J, Ye J, Zhang X (2023) Factors influencing users' willingness to use new energy vehicles. PLoS ONE. | link |
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| pang_2023_perceived_usefulness | 5-item Perceived Usefulness scale (1-5 Likert) from a survey on willingness to adopt new energy vehicles (NEVs) (CC BY 4.0) Pang J, Ye J, Zhang X (2023) Factors influencing users' willingness to use new energy vehicles. PLoS ONE. | link |
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| pang_2023_social_norms | 5-item Social Norms scale (1-5 Likert) from a survey on willingness to adopt new energy vehicles (NEVs) (CC BY 4.0) Pang J, Ye J, Zhang X (2023) Factors influencing users' willingness to use new energy vehicles. PLoS ONE. | link |
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| panth_2026_bipq | Brief Illness Perception Questionnaire (B-IPQ), 8 items, 0-10 (item 9, open-ended, not deposited), 170 adult cancer patients at Bhaktapur Cancer Hospital, Nepal; cov_ses (Modified Kuppuswamy socio-economic score). (CC BY 4.0) Panth, S., Panta, S., Cadel, S., et al. (2026). A cross-sectional study on illness perception and resiliency among cancer patients, in Bhaktapur cancer hospital. PLOS ONE, e0356524. | link |
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| panth_2026_cdrisc10 | Connor-Davidson Resilience Scale, 10-item (CD-RISC-10), 10 items, 0-4, 170 adult cancer patients at Bhaktapur Cancer Hospital, Nepal; cov_ses (Modified Kuppuswamy socio-economic score). (CC BY 4.0) Panth, S., Panta, S., Cadel, S., et al. (2026). A cross-sectional study on illness perception and resiliency among cancer patients, in Bhaktapur cancer hospital. PLOS ONE, e0356524. | link |
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| panthumas_2024_21csas | 21st Century Skills Assessment Scale (21CSAS), 21 items, 1-5 (strongly disagree to strongly agree): creativity, critical thinking, communication/collaboration, information-media-technology, and life-and-career skills. 727 bachelor of public health students at four Thai universities (2022). Covariates: sex, year, university code, EFA/CFA subsample. (CC0 1.0) Panthumas, S., Zaw, K., & Kittipichai, W. (2024). Validation of the 21st Century Skills Assessment Scale for public health students in Thailand: a methodological study. Journal of Educational Evaluation for Health Professions, 21, 37. https://doi.org/10.3352/jeehp.2024.21.37 | link |
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| papenfus_2025_salmon_recovery conjoint · source = "conj" |
Oregon residents (mail survey, Willamette Basin and rest-of-state strata) chose between two Willamette Basin wild salmon and steelhead recovery programmes described by recovery status, time to recovery and annual household tax, or the status quo, in up to 3 choice questions; 790 respondents. All three attributes are stored as the deposit's numeric values (codes), with meanings from the codebook. (US public domain) Papenfus, M. (2025). Stated preference data for salmon recovery [Data set]. U.S. EPA Office of Research and Development. | link |
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| papousek_2017_anatomy | Adaptive practice of anatomical terms on practiceanatomy.com (Czech/Slovak and English users, Nov 2015 - Jan 2017): 1,182,065 answers from 18,563 learners on 2,894 terms. resp = correct; resp_raw = id of the term chosen; trials are find-on-image (t2d) or name-the-highlighted-term (d2t), with 2-7 options or open. (ODbL 1.0) Papoušek, J., Pelánek, R., & Stanislav, V. (2014). Adaptive practice of facts in domains with varied prior knowledge. In Proceedings of the 7th International Conference on Educational Data Mining (pp. 6-13). Data: practiceanatomy.com public data set, http://data.practiceanatomy.com | link |
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| papousek_2017_anatomy_nom nominal · source = "nom" |
Nominal companion of papousek_2017_anatomy: adaptive practice of anatomical terms (practiceanatomy.com, 18,563 learners, 2,894 terms, 1,182,065 answers). text = id of the term chosen (compare with item, the asked term id; itemcov_term names the asked terms); 2-7 options or open click-on-image. (ODbL 1.0) Papoušek, J., Pelánek, R., & Stanislav, V. (2014). Adaptive practice of facts in domains with varied prior knowledge. In Proceedings of the 7th International Conference on Educational Data Mining (pp. 6-13). Data: practiceanatomy.com public data set, http://data.practiceanatomy.com | link |
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| papp_2023_covid_vaccine_hungary conjoint · source = "conj" |
Hungarian online-panel respondents chose between two hypothetical COVID-19 vaccines described by ten attributes (origin country, EU authorization, trial phase, side effects, efficacy, doses, cost, availability, transmission). 324 respondents, 6 tasks of 2 profiles, forced choice. (CC BY 4.0) Papp, Z., & Nkansah, G. B. (2023). The political component of COVID-19 vaccine choice: Results from a conjoint experiment. Public Health, 217, 33-40. | link |
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| papp_2024_democracy_satisfaction conjoint · source = "conj" |
Respondents in Italy, Hungary and France compared pairs of hypothetical countries described by nine political-system features (electoral system, ballot, coalition, majority, ideology, corruption, economy, fragmentation, local engagement of legislators) and chose where they would be more satisfied with democracy, plus a 0-10 satisfaction rating of each. 2,447 respondents, 4 tasks of 2 profiles. (CC BY 4.0) Papp, Z., Navarro, J., Russo, F., & Nagy, L. E. (2024). Patterns of democracy and democratic satisfaction: Results from a comparative conjoint experiment. European Journal of Political Research, 63(4). | link |
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| papp_silva-martins2023 | Physical activity parenting parentics scale (CC BY 4.0) Silva-Martins, M., Canário, A. C., Abreu-Lima, I., Krasniqi, L., & Cruz, O. (2023). Psychometric properties of the Portuguese version of the physical activity parenting practices questionnaire. BMC psychology, 11(1), 417. | link |
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| paraguay_2021_mobility_mobility | Ratings of the Asunción metropolitan bus system on frequency, punctuality, price, comfort, cleanliness, driving, and stops (Custom) ENCUESTA DE MOVILIDAD | link |
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| paraguay_2021_women_childhood | How often adults in her childhood home hit or insulted each other, and hit or insulted her (Custom) ENCUESTA NACIONAL SOBRE SITUACIÓN DE LAS MUJERES EN PARAGUAY | link |
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| paraguay_2021_women_control | Controlling behaviors by the current or most recent partner, such as jealousy and restricting contact with friends and family (Custom) ENCUESTA NACIONAL SOBRE SITUACIÓN DE LAS MUJERES EN PARAGUAY | link |
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| paraguay_2021_women_family | Lifetime experiences of psychological, economic, physical, and sexual violence by family members other than a partner (Custom) ENCUESTA NACIONAL SOBRE SITUACIÓN DE LAS MUJERES EN PARAGUAY | link |
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| paraguay_2021_women_justification | Whether a husband hitting his wife is justified if she is unfaithful, goes out a lot, disobeys, or neglects the home (Custom) ENCUESTA NACIONAL SOBRE SITUACIÓN DE LAS MUJERES EN PARAGUAY | link |
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| paraguay_2021_women_laws | Knowledge of specific Paraguayan laws protecting women against domestic violence, trafficking, and all forms of violence (Custom) ENCUESTA NACIONAL SOBRE SITUACIÓN DE LAS MUJERES EN PARAGUAY | link |
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| paraguay_2021_women_partner | Economic, psychological, physical, and sexual violence by the current or most recent partner since the relationship began (Custom) ENCUESTA NACIONAL SOBRE SITUACIÓN DE LAS MUJERES EN PARAGUAY | link |
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| paraguay_2021_women_permission | Whether the woman must ask her partner's permission to work, study, go out, see family or friends, or decide about her body (Custom) ENCUESTA NACIONAL SOBRE SITUACIÓN DE LAS MUJERES EN PARAGUAY | link |
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| paraguay_2021_women_public | Lifetime experiences of discrimination, harassment, and physical and sexual violence at school, at work, and in the community (Custom) ENCUESTA NACIONAL SOBRE SITUACIÓN DE LAS MUJERES EN PARAGUAY | link |
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| paraguay_2021_women_roles | Agreement with statements about traditional gender roles in the household, including expenses, work, housework, obedience, and sexual obligation (Custom) ENCUESTA NACIONAL SOBRE SITUACIÓN DE LAS MUJERES EN PARAGUAY | link |
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| paramartha_2026_academic_self_concept | Academic self-concept, 20 items on a 1-5 agreement scale, answered by 272 Indonesian students of English. The deposit administers them as two interleaved 10-item facets (SC and SE) and models them as one construct. Covariates: none. (CC BY 4.0) Paramartha, A. A. G. Y. (2026). Raw data feedback literacy SEM [Dataset]. figshare. | link |
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| paramartha_2026_feedback_literacy | Student feedback literacy, 24 items on a 1-5 agreement scale, answered by 272 Indonesian students of English. Covariates: none. (CC BY 4.0) Paramartha, A. A. G. Y. (2026). Raw data feedback literacy SEM [Dataset]. figshare. | link |
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| paramartha_2026_language_mindsets | Language mindsets, 9 items on a 1-5 agreement scale, answered by 272 Indonesian students of English, in three 3-item blocks (GLB, L2B, ASB). Covariates: none. (CC BY 4.0) Paramartha, A. A. G. Y. (2026). Raw data feedback literacy SEM [Dataset]. figshare. | link |
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| paramartha_2026_metacognitive_awareness | Metacognitive awareness, 19 items on a 1-5 agreement scale, answered by 272 Indonesian students of English. Covariates: none. (CC BY 4.0) Paramartha, A. A. G. Y. (2026). Raw data feedback literacy SEM [Dataset]. figshare. | link |
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| parc_balaji_2017 | Consideration of Future Consequences (CFC) (CC0 1.0) Kurumbur Varadharajan, Vaidhyanatha Balaji, 2019, "CFC Dataset without AP - Vaidhyanatha Balaji.tab", CFC-12 Data used for “Relationship of Academic Procrastination and Consideration of Future Consequences – An Empirical Study among University Students, https://doi.org/10.7910/DVN/1KDJTZ/QTQOC4, Harvard Dataverse, V1, UNF:6:HAttubnAkzfOirP1+LgpMg== [fileUNF] | link |
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| pardosprado_2026_nhs_tax conjoint · source = "conj" |
3,570 British adults (Deltapoll online panel) each compared 8 pairs of hypothetical policy packages to fund the NHS, varying income-tax rates in five income brackets (non-decreasing schedules), the share of government spending on the NHS and whether immigrants are entitled to free health care. Outcomes: choice with a don't-know option and a 1-4 liking rating of each option. (CC0 1.0) Pardos-Prado, S., & Xena, C. (2026). Immigration, tax progressivity, and support for redistribution. Journal of European Public Policy. | link |
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| parental_text_intervention | Survey items from dataset used to assess effectiveness of parental text message intervention (CC BY 4.0) Asher, C. A., Scherer, E., & Kim, J. S. (2022). Using a factorial design to maximize the effectiveness of a parental text messaging intervention. Journal of Research on Educational Effectiveness, 15(3), 532-557. Scherer, Ethan; Catherine Asher; Kim, James, 2021, "Replication Data for: Using a Factorial Design to Maximize the Effectiveness of a Parental Text Messaging Intervention", https://doi.org/10.7910/DVN/XUEU90, Harvard Dataverse, V1, UNF:6:yfNiyfKzlJz+tCM15Lo+DQ== [fileUNF] | link |
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| parentalempathy_gonzalez_2021_empatea_child_pilot | Childless undergrads rate the child's emotion in each audio clip (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_empatea_child_tripleF | Parents rate what emotion their child would feel hearing each audio clip (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_empatea_self_pilot | Childless undergrads rate their own emotional reaction to each audio clip (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_empatea_self_tripleF | Parents rate their own emotional reaction to hearing each audio clip (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_empates_child_pilot | Childless undergrads rate the child's emotion in each written scenario (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_empates_child_tripleF | Parents rate what emotion their child would feel in each written scenario (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_empates_self_pilot | Childless undergrads rate their own emotional reaction to each written scenario (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_eqs_pilot | Undergrads' self-reported dispositional (general, not child-specific) empathy (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_iri_pilot | Undergrads' self-reported empathic concern and perspective-taking, two empathy facets (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_iri_tripleF | Parents' self-reported empathic concern and perspective-taking, two empathy facets (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_paqauthoritative_tripleF | Parents' self-reported use of an authoritative (warm but firm) parenting style (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_pareqs_tripleF | Parents' self-reported empathic accuracy and responsiveness specifically toward their own child (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_parycsupport_tripleF | Parents' self-reported frequency of praising/supporting their young child's good behavior (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_pem_tripleF | Parents' self-reported cognitive and affective empathy directed at their own child (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parentalempathy_gonzalez_2021_reacctcompliance_tripleF | Parents' weighted responses to a child in a simulated compliance/non-compliance scenario (Permission via Email) Gonzalez, S., & Rodriguez, C. M. (2021). Development and psychometric characteristics of analog measures of parental empathy. PLOS ONE, 16(11), e0259522. | link |
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| parenting_anunciacao_2025_affect | Parental Care by Family Structure (Nuclear, Remarried, Single-Parent, LGBTQIA+) and Child Gender: A Brazilian Cross-Sectional Study (CC BY 4.0) Anunciacao, L. (2026, January 7). Family - Different structures and child rearing. Retrieved from osf.io/3xvys | link |
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| parenting_anunciacao_2025_goals | Parental Care by Family Structure (Nuclear, Remarried, Single-Parent, LGBTQIA+) and Child Gender: A Brazilian Cross-Sectional Study (CC BY 4.0) Anunciacao, L. (2026, January 7). Family - Different structures and child rearing. Retrieved from osf.io/3xvys | link |
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| parenting_anunciacao_2025_material_rewards | Parental Care by Family Structure (Nuclear, Remarried, Single-Parent, LGBTQIA+) and Child Gender: A Brazilian Cross-Sectional Study (CC BY 4.0) Anunciacao, L. (2026, January 7). Family - Different structures and child rearing. Retrieved from osf.io/3xvys | link |
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| parenting_anunciacao_2025_materialism | Parental Care by Family Structure (Nuclear, Remarried, Single-Parent, LGBTQIA+) and Child Gender: A Brazilian Cross-Sectional Study (CC BY 4.0) Anunciacao, L. (2026, January 7). Family - Different structures and child rearing. Retrieved from osf.io/3xvys | link |
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| parenting_anunciacao_2025_rejection | Parental Care by Family Structure (Nuclear, Remarried, Single-Parent, LGBTQIA+) and Child Gender: A Brazilian Cross-Sectional Study (CC BY 4.0) Anunciacao, L. (2026, January 7). Family - Different structures and child rearing. Retrieved from osf.io/3xvys | link |
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| parenting_anunciacao_2025_values | Parental Care by Family Structure (Nuclear, Remarried, Single-Parent, LGBTQIA+) and Child Gender: A Brazilian Cross-Sectional Study (CC BY 4.0) Anunciacao, L. (2026, January 7). Family - Different structures and child rearing. Retrieved from osf.io/3xvys | link |
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| parisien_2026_bayesian_reasoning | Eight clinical test-and-treat scenarios; the chosen option is ranked 1-4 by how Bayesian the reasoning is. 142 musculoskeletal surgeons (Science of Variation Group). (CC BY 4.0) Parisien R, Drost A, Razi A, Ramtin S, Ring D, Janssen SJ (2026). Musculoskeletal surgeons use mixed reasoning rather than pure Bayesian strategies in clinical practice. PLoS One 21(6): e0351694. https://doi.org/10.1371/journal.pone.0351694 | link |
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| park_2020_osce_palpitations | Checklist scores of 150 Korean third-year medical students on a whole-task emergency OSCE station (standardized patient with palpitations), Busan-Gyeongnam Clinical Skill Examination: 28 items -- history taking (13 binary), physical examination (5, 0-2), ECG study (6, binary or 0-2), patient education (3 binary), clinical reasoning (1, levels 1-3). Multi-point items recombined from the deposit's one-hot columns. No covariates. (CC0 1.0) Park, S. Y., Kong, H.-H., Kim, M.-J., Yoon, Y. S., Lee, S.-H., Im, S., & Seo, J.-H. (2020). Clinical performance of medical students in Korea in a whole-task emergency station in the objective structured clinical examination with a standardized patient complaining of palpitations. Journal of Educational Evaluation for Health Professions, 17, 42. https://doi.org/10.3352/jeehp.2020.17.42 | link |
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| park_2021_pss10 | Perceived Stress Scale-10 (10 items), Korean community-dwelling older adults, N=208 (CC BY 4.0) Park S, Lee HJ, Jeon BJ, Yoo EY, Kim JB, Park JH (2021). Effects of occupational balance on subjective health, quality of life, and health-related variables in community-dwelling older adults: A structural equation modeling approach. PLOS ONE, 16(2), e0246887. https://doi.org/10.1371/journal.pone.0246887 | link |
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| park_2021_swls | Satisfaction With Life Scale (5 items), Korean community-dwelling older adults, N=208 (CC BY 4.0) Park S, Lee HJ, Jeon BJ, Yoo EY, Kim JB, Park JH (2021). Effects of occupational balance on subjective health, quality of life, and health-related variables in community-dwelling older adults: A structural equation modeling approach. PLOS ONE, 16(2), e0246887. https://doi.org/10.1371/journal.pone.0246887 | link |
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| park_2024_ageism | 18-item ageism scale (the paper's focal instrument), Korean clinical nurses, N=331 (CC BY 4.0) Park S, Lee H, Seo M, Kim HK, Shin E (2024). Effects of ageism on burnout among clinical nurses. PLOS ONE, 19(11), e0313043. https://doi.org/10.1371/journal.pone.0313043 | link |
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| park_2024_mbi | Maslach Burnout Inventory (22 items), Korean clinical nurses, N=331 (CC BY 4.0) Park S, Lee H, Seo M, Kim HK, Shin E (2024). Effects of ageism on burnout among clinical nurses. PLOS ONE, 19(11), e0313043. https://doi.org/10.1371/journal.pone.0313043 | link |
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| parkins_2025_forest_disturbance conjoint · source = "conj" |
Residents of Alberta, Saskatchewan and Manitoba (online, n = 2,606) rated the acceptability (-5 to +5) of 6 of 54 one-sentence forest-management scenarios varying the managing agency, forest area type, disturbance type (wildfire, insects/disease, harvest), size and severity. (CC0 1.0) Parkins, J., Andison, D., Sponarski, C., & Nock, C. (2025). Forest disturbance preferences in the western forest regions of Canada [Data set]. Borealis. | link |
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| parra_fernandez_2018_orto15 | ORTO-15 (orthorexia nervosa), Spanish, 15 items, 1 always, 2 often, 3 sometimes, 4 never, as deposited (not re-keyed). 454 Spanish university students (Castilla-La Mancha). Covariates: gender, age, BMI. (CC BY 4.0) Parra-Fernandez ML, Rodríguez-Cano T, Onieva-Zafra MD, et al. (2018). Adaptation and validation of the Spanish version of the ORTO-15 questionnaire for the diagnosis of orthorexia nervosa. PLOS ONE 13(1): e0190722. | link |
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| pass20_klosowska_2025_csq_online | Captures how often someone has negative thoughts about their pain. Online sample (CC0 1.0) Kłosowska, J., Rubanets, D., Wiercioch-Kuzianik, K., Bajcar, E. A., Żegleń, M., Niedbał, M., ... & Bąbel, P. (2025). Development, psychometric properties, and cutoff scores of the Polish version of the 20-item Pain Anxiety Symptoms Scale (PASS-20) in a chronic pain sample. Psychological Assessment, 37(5), e28. | link |
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| pass20_klosowska_2025_dass_online | Assesses levels of depression, anxiety, and stress over the past week. Online sample (CC0 1.0) Kłosowska, J., Rubanets, D., Wiercioch-Kuzianik, K., Bajcar, E. A., Żegleń, M., Niedbał, M., ... & Bąbel, P. (2025). Development, psychometric properties, and cutoff scores of the Polish version of the 20-item Pain Anxiety Symptoms Scale (PASS-20) in a chronic pain sample. Psychological Assessment, 37(5), e28. | link |
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| pass20_klosowska_2025_pass_hospital | Measures anxiety, fear, and avoidance specifically related to pain. Sample from hospital. (CC0 1.0) Kłosowska, J., Rubanets, D., Wiercioch-Kuzianik, K., Bajcar, E. A., Żegleń, M., Niedbał, M., ... & Bąbel, P. (2025). Development, psychometric properties, and cutoff scores of the Polish version of the 20-item Pain Anxiety Symptoms Scale (PASS-20) in a chronic pain sample. Psychological Assessment, 37(5), e28. | link |
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| pass20_klosowska_2025_pass_online | Measures anxiety, fear, and avoidance specifically related to pain. Online sample, observed twice. (CC0 1.0) Kłosowska, J., Rubanets, D., Wiercioch-Kuzianik, K., Bajcar, E. A., Żegleń, M., Niedbał, M., ... & Bąbel, P. (2025). Development, psychometric properties, and cutoff scores of the Polish version of the 20-item Pain Anxiety Symptoms Scale (PASS-20) in a chronic pain sample. Psychological Assessment, 37(5), e28. | link |
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| pass20_klosowska_2025_staix_online | Evaluates a person’s general tendency to feel anxious. Online sample (CC0 1.0) Kłosowska, J., Rubanets, D., Wiercioch-Kuzianik, K., Bajcar, E. A., Żegleń, M., Niedbał, M., ... & Bąbel, P. (2025). Development, psychometric properties, and cutoff scores of the Polish version of the 20-item Pain Anxiety Symptoms Scale (PASS-20) in a chronic pain sample. Psychological Assessment, 37(5), e28. | link |
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| pass_vangsness_2019 | Procrastination Assessment Scale for Students (CC BY 4.0) Vangsness, L., Voss, N. M., Maddox, N., Devereaux, V., Martin, E., & Nystrom, C. (2022, January 24). Self-Report Measures of Procrastination Exhibit Inconsistent Concurrent Validity, Predictive Validity, and Psychometric Properties. https://doi.org/10.17605/OSF.IO/R7WCX | link |
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| paszkowskarogacz_2023_cdat | Career Decision Ambiguity Tolerance Scale-R (Polish pilot), 20 items (preference, tolerance, confidence, aversion), 1-7. 229 Polish young adults aged 19-26. (CC BY 4.0) Paszkowska-Rogacz A (2023). Courage versus Tolerance of Ambiguity among Young Adults Making Career Decisions. The Moderating Effect of Life Orientation [Data set]. Mendeley Data, v1. https://doi.org/10.17632/gbh5mt36hk.1 | link |
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| paszkowskarogacz_2023_cmr | Courage Measure - Revised, 6 items, 1-7. 229 Polish young adults aged 19-26. (CC BY 4.0) Paszkowska-Rogacz A (2023). Courage versus Tolerance of Ambiguity among Young Adults Making Career Decisions. The Moderating Effect of Life Orientation [Data set]. Mendeley Data, v1. https://doi.org/10.17632/gbh5mt36hk.1 | link |
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| paszkowskarogacz_2023_spq | KPS-S2 Social Participation Questionnaire (moratory and transitive life orientation), 20 items, 1-5. 229 Polish young adults aged 19-26. (CC BY 4.0) Paszkowska-Rogacz A (2023). Courage versus Tolerance of Ambiguity among Young Adults Making Career Decisions. The Moderating Effect of Life Orientation [Data set]. Mendeley Data, v1. https://doi.org/10.17632/gbh5mt36hk.1 | link |
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| pauli_2021_coercion_attitudes | 15-item attitudes-towards-coercion-in-medicine scale (0-5 agreement), same sample as pauli_2021_ppos_d6, n=332 (CC BY 4.0) Pauli R, Wilhelmy S (2021). A short scale for measuring attitudes towards the doctor-patient relationship: psychometric properties and measurement invariance of the German Patient-Practitioner-Orientation Scale (PPOS-D6). PeerJ. | link |
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| pauli_2021_ppos_d6 | 6-item German Patient-Practitioner-Orientation Scale (PPOS-D6, 0-5 agreement), n=332 (CC BY 4.0) Pauli R, Wilhelmy S (2021). A short scale for measuring attitudes towards the doctor-patient relationship: psychometric properties and measurement invariance of the German Patient-Practitioner-Orientation Scale (PPOS-D6). PeerJ. | link |
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| pavic_2022_healthcare_trust | Trust in Healthcare System scale (Shea et al., Croatian-adapted), 8 items (CC BY 4.0) Pavic, Z., & Suljok, A. (2022). Vaccination conspiracy beliefs among social science & humanities and STEM educated people—An analysis of the mediation paths. PLOS ONE. https://doi.org/10.1371/journal.pone.0264722 | link |
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| pavic_2022_natural_immunity | Natural-immunity subscale of the VAX scale (Martin & Petrie), 3 items (CC BY 4.0) Pavic, Z., & Suljok, A. (2022). Vaccination conspiracy beliefs among social science & humanities and STEM educated people—An analysis of the mediation paths. PLOS ONE. https://doi.org/10.1371/journal.pone.0264722 | link |
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| pavic_2022_science_literacy | Science literacy scale (Oxford/Eurobarometer-derived), 15 items, binary correct/incorrect (CC BY 4.0) Pavic, Z., & Suljok, A. (2022). Vaccination conspiracy beliefs among social science & humanities and STEM educated people—An analysis of the mediation paths. PLOS ONE. https://doi.org/10.1371/journal.pone.0264722 | link |
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| pavic_2022_vaccine_conspiracy | Vaccination conspiracy beliefs scale (Shapiro et al.), 7 items (CC BY 4.0) Pavic, Z., & Suljok, A. (2022). Vaccination conspiracy beliefs among social science & humanities and STEM educated people—An analysis of the mediation paths. PLOS ONE. https://doi.org/10.1371/journal.pone.0264722 | link |
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| pcl5_xiong_2025 | Item-response level data from the Posttraumatic Stress Disorder Checklist for DSM-5 (PCL-5), assessing PTSD symptoms in the four Chinese samples over the past month (CC BY 4.0) Xiong, X., Zhan, N., Zou, J., Xu, F., & Geng, F. (2025). Factor structure, measurement invariance, and psychometric properties of the brief version of difficulties in emotion regulation scale (DERS-16) across four Chinese samples. Personality and Individual Differences, 246, 113343. https://doi.org/10.1016/j.paid.2025.113343 | link |
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| pcss_adolescent_athletes | Post-Concussion Symptom Scale (PCSS) data for Canadian adolescent athletes aged 13-18 (CC0 1.0) Reference: Renton, T. (2016). Investigating Symptoms of Concussion and Depression in Adolescent Athletes Devoid of a Recent Concussion Injury. Master of Science thesis, Rehabilitation Sciences Institute, University of Toronto. https://utoronto.scholaris.ca/server/api/core/bitstreams/224f8380-df43-4dca-8ef5-e47d56930765/content | link |
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| pds_kay_2025 | Item-level responses from the Persecution and Deservedness Scale, adminstered once in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| pechorro_impulsivity_2021_bes | Basic Empathy Scale (CC BY 4.0) Pechorro P, Revilla R, Resende M, Abrunhosa Gonçalves R, Nunes C, Cyders MA (2021) The Dickman Impulsivity Inventory: Validation and measurement invariance among Portuguese young adults. PLoS ONE 16(12): e0260621. | link |
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| pechorro_impulsivity_2021_iid | Dickman Impulsivity Inventory (CC BY 4.0) Pechorro P, Revilla R, Resende M, Abrunhosa Gonçalves R, Nunes C, Cyders MA (2021) The Dickman Impulsivity Inventory: Validation and measurement invariance among Portuguese young adults. PLoS ONE 16(12): e0260621. | link |
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| pechorro_impulsivity_2021_rpq | Reactive-Proactive Aggression Questionnaire (CC BY 4.0) Pechorro P, Revilla R, Resende M, Abrunhosa Gonçalves R, Nunes C, Cyders MA (2021) The Dickman Impulsivity Inventory: Validation and measurement invariance among Portuguese young adults. PLoS ONE 16(12): e0260621. | link |
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| pechorro_impulsivity_2021_ypitris | Youth Psychopathic Traits Inventory–Triarchic–Short (CC BY 4.0) Pechorro P, Revilla R, Resende M, Abrunhosa Gonçalves R, Nunes C, Cyders MA (2021) The Dickman Impulsivity Inventory: Validation and measurement invariance among Portuguese young adults. PLoS ONE 16(12): e0260621. | link |
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| pecino_2018_extrarole_wfb | Extra-role performance/work-family-balance frequency scale, employees, 34 items, N=442 (CC BY 4.0) Pecino, V., et al. (2018). Interpersonal justice climate, extra-role performance and work family balance: A multilevel mediation model of employee well-being. PLOS ONE. | link |
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| pecino_2018_justice_climate | Interpersonal justice climate scale, employees, 6 items, N=442 (CC BY 4.0) Pecino, V., et al. (2018). Interpersonal justice climate, extra-role performance and work family balance: A multilevel mediation model of employee well-being. PLOS ONE. | link |
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| pedersen_2019_candidate_background conjoint · source = "conj" |
Factorial vignette (2 x 3 x 3 x 3) in which 2,395 Danish panel respondents (Voxmeter, before the November 2017 municipal election) each read one description of a fictitious municipal candidate varying gender (first name), parents' occupation, own occupation and an elderly-care policy statement. Outcomes: likelihood of voting for the candidate (rating), left-right placement and eight trait ratings. (CC0 1.0) Pedersen, R. T., Dahlgaard, J. O., & Citi, M. (2019). Voter reactions to candidate background characteristics depend on candidate policy positions. Electoral Studies, 61, 102066. | link |
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| pedersen_2023_pay_for_performance conjoint · source = "conj" |
US Prolific respondents (May 2021; 1,501, recruited as White and Nonwhite samples) chose between and rated two versions of a city Community Activity Worker job in 3 pairs, varying total pay, performance bonuses, performance evaluation, community involvement, income and demographics, overtime and key job task. Forced choice plus a 1-7 ideal-job rating per job. (CC0 1.0) Pedersen, M. J., Favero, N., & Park, J. (2023). Pay-for-performance, job attraction, and the prospects of bureaucratic representation in public organizations: Evidence from a conjoint experiment. Public Management Review. | link |
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| pedersen_2025_mp_tasks_uk conjoint · source = "conj" |
UK YouGov respondents (Jan 2025, n = 2,231 answering the conjoint) chose between 4 pairs of hypothetical parliamentary candidates varying in name (sex, Turkish vs majority ethnicity), age, years in profession, occupation and stated task priority; forced vote choice. (CC0 1.0) Pedersen, H. H. (2025). Legislator or representative? Politicians' tasks according to voters. British Journal of Political Science. | link |
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| pedersen_2025_mp_tasks_us conjoint · source = "conj" |
US YouGov respondents (Jan 2025, n = 2,185 answering the conjoint) chose between 4 pairs of hypothetical legislative candidates varying in name (sex, Turkish vs majority ethnicity), age, years in profession, occupation and stated task priority; forced vote choice. (CC0 1.0) Pedersen, H. H. (2025). Legislator or representative? Politicians' tasks according to voters. British Journal of Political Science. | link |
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| pedroso_2021_ifsq_laissezfaire | 11-item Laissez-faire subscale of the Infant Feeding Style Questionnaire-Brazil (IFSQ-Br, 5-point Likert), from a survey of N=465 mother-infant pairs. (CC BY 4.0) Pedroso J, Gubert M (2021) Cross-cultural adaptation and validation of the Infant Feeding Style Questionnaire in Brazil. PLoS ONE. | link |
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| pedroso_2021_ifsq_pressuring | 17-item Pressuring subscale of the Infant Feeding Style Questionnaire-Brazil (IFSQ-Br, 5-point Likert; source numbering skips PR9/PR10), from a survey of N=465 mother-infant pairs. (CC BY 4.0) Pedroso J, Gubert M (2021) Cross-cultural adaptation and validation of the Infant Feeding Style Questionnaire in Brazil. PLoS ONE. | link |
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| pedroso_2021_ifsq_responsiveness | 12-item Responsiveness subscale of the Infant Feeding Style Questionnaire-Brazil (IFSQ-Br, 5-point Likert), from a survey of N=465 mother-infant pairs. (CC BY 4.0) Pedroso J, Gubert M (2021) Cross-cultural adaptation and validation of the Infant Feeding Style Questionnaire in Brazil. PLoS ONE. | link |
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| pedroso_2021_ifsq_restriction | 11-item Restriction subscale of the Infant Feeding Style Questionnaire-Brazil (IFSQ-Br, 5-point Likert), from a survey of N=465 mother-infant pairs. (CC BY 4.0) Pedroso J, Gubert M (2021) Cross-cultural adaptation and validation of the Infant Feeding Style Questionnaire in Brazil. PLoS ONE. | link |
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| peerdeman_2020_ecr | The ECR-M16 attachment measure, 16 items on a 1-5 scale, answered by 237 Dutch respondents in a vignette experiment. Covariates: cov_age, cov_sex, cov_language_fluency, cov_education, cov_study, cov_works_healthcare, cov_vignette_severity, cov_vignette_competence, cov_vignette_empathy. (CC BY 4.0) Peerdeman, K. J. (2019). Pre-consultation information about one's physician can affect trust and treatment outcome expectations [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| peerdeman_2020_general_trust | General trust in people, 6 items on a 1-5 scale, answered by 237 Dutch respondents in a vignette experiment. Covariates: cov_age, cov_sex, cov_language_fluency, cov_education, cov_study, cov_works_healthcare, cov_vignette_severity, cov_vignette_competence, cov_vignette_empathy. (CC BY 4.0) Peerdeman, K. J. (2019). Pre-consultation information about one's physician can affect trust and treatment outcome expectations [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| peerdeman_2020_vignette_trust | Trust in the physician described in the vignette, 5 items on a 1-5 scale, answered by 237 Dutch respondents. Covariates: cov_age, cov_sex, cov_language_fluency, cov_education, cov_study, cov_works_healthcare, cov_vignette_severity, cov_vignette_competence, cov_vignette_empathy. (CC BY 4.0) Peerdeman, K. J. (2019). Pre-consultation information about one's physician can affect trust and treatment outcome expectations [Dataset]. DANS Data Station Social Sciences and Humanities. | link |
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| pellerin2020_3dws | 3D-WS-12 (Three-Dimensional Wisdom Scale, abbreviated), 1-7 Likert; N=674, 12 items (cognitive/affective/reflective facets), 2 waves, French COVID-19 lockdown study (CC BY 4.0) Pellerin, N., & Raufaste, E. (2020). Psychological Resources Protect Well-Being During the COVID-19 Pandemic: A Longitudinal Study During the French Lockdown. Frontiers in Psychology, 11, 590276. | link |
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| pellerin2020_asti | ASTI (Adult Self-Transcendence Inventory, self-transcendence dimension), 1-7 Likert; N=674, 7 items, 2 waves, French COVID-19 lockdown study (CC BY 4.0) Pellerin, N., & Raufaste, E. (2020). Psychological Resources Protect Well-Being During the COVID-19 Pandemic: A Longitudinal Study During the French Lockdown. Frontiers in Psychology, 11, 590276. | link |
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| pellerin2020_cpc_hope | CPC-12 Hope subscale, 1-7 Likert; N=674, 3 items, 2 waves (baseline + final), French COVID-19 lockdown study (CC BY 4.0) Pellerin, N., & Raufaste, E. (2020). Psychological Resources Protect Well-Being During the COVID-19 Pandemic: A Longitudinal Study During the French Lockdown. Frontiers in Psychology, 11, 590276. | link |
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| pellerin2020_cpc_optimism | CPC-12 Optimism subscale, 1-7 Likert; N=674, 3 items, 2 waves (baseline + final), French COVID-19 lockdown study (CC BY 4.0) Pellerin, N., & Raufaste, E. (2020). Psychological Resources Protect Well-Being During the COVID-19 Pandemic: A Longitudinal Study During the French Lockdown. Frontiers in Psychology, 11, 590276. | link |
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| pellerin2020_cpc_selfefficacy | CPC-12 Self-Efficacy subscale, 1-7 Likert; N=674, 3 items, 2 waves (baseline + final), French COVID-19 lockdown study (CC BY 4.0) Pellerin, N., & Raufaste, E. (2020). Psychological Resources Protect Well-Being During the COVID-19 Pandemic: A Longitudinal Study During the French Lockdown. Frontiers in Psychology, 11, 590276. | link |
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| pellerin2020_gq6 | GQ-6 (Gratitude Questionnaire-6, French version), 1-7 Likert; N=674, 6 items, 2 waves, French COVID-19 lockdown study (CC BY 4.0) Pellerin, N., & Raufaste, E. (2020). Psychological Resources Protect Well-Being During the COVID-19 Pandemic: A Longitudinal Study During the French Lockdown. Frontiers in Psychology, 11, 590276. | link |
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| pellerin2020_mwbs_gratbeing | Minimalist Well-Being Scale, Gratitude-for-Being facet, 1-7 Likert; N=674, 4 items, 2 waves, French COVID-19 lockdown study (CC BY 4.0) Pellerin, N., & Raufaste, E. (2020). Psychological Resources Protect Well-Being During the COVID-19 Pandemic: A Longitudinal Study During the French Lockdown. Frontiers in Psychology, 11, 590276. | link |
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| pellerin2020_mwbs_pd | Minimalist Well-Being Scale, Peaceful-Disengagement facet, 1-7 Likert; N=674, 7 items, 2 waves, French COVID-19 lockdown study (CC BY 4.0) Pellerin, N., & Raufaste, E. (2020). Psychological Resources Protect Well-Being During the COVID-19 Pandemic: A Longitudinal Study During the French Lockdown. Frontiers in Psychology, 11, 590276. | link |
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| pellerin2020_serenity_acceptance | Brief Serenity Scale, Acceptance dimension, 1-5 frequency scale; N=674, 8 items, 2 waves, French COVID-19 lockdown study (CC BY 4.0) Pellerin, N., & Raufaste, E. (2020). Psychological Resources Protect Well-Being During the COVID-19 Pandemic: A Longitudinal Study During the French Lockdown. Frontiers in Psychology, 11, 590276. | link |
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| pelzer_2019_facebook_use conjoint · source = "conj" |
German-speaking students (SoSci Survey, 2016, n = 529) made 7 choices between two Facebook-use situations varying place of use (at home / elsewhere) and motive (information seeking, companionship, escapism, entertainment); fixed design in 4 blocks of 7. (CC BY 4.0) Pelzer, E. (2019). The potential of conjoint analysis for communication research. Communication Research Reports, 36(2), 136-147. | link |
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| peng_2024_grit | 8-item grit scale (consistency of interest + perseverance of effort), 1-5, Chinese EFL students. 310 respondents x 8 items = 2480 responses. (CC BY 4.0) Peng, J. (2024). Grit, Emotions, and English learning Achievement [Data set]. Mendeley Data. https://doi.org/10.17632/ddy7jc4mvb | link |
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| peng_2024_language_boredom | 13-item Foreign Language Boredom scale, 1-5. 310 respondents x 13 items = 4030 responses. (CC BY 4.0) Peng, J. (2024). Grit, Emotions, and English learning Achievement [Data set]. Mendeley Data. https://doi.org/10.17632/ddy7jc4mvb | link |
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| peng_2024_language_enjoyment | 11-item Foreign Language Enjoyment scale, 1-5. 310 respondents x 11 items = 3410 responses. (CC BY 4.0) Peng, J. (2024). Grit, Emotions, and English learning Achievement [Data set]. Mendeley Data. https://doi.org/10.17632/ddy7jc4mvb | link |
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| peng_2026_mhl_attitude | Eight mental-health-literacy attitude items, 1-5, 457 Chinese adolescents. Item text not shipped: no variable labels in the deposit. (CC BY 4.0) PENG, S. (2026). Associations between Adolescents' Mental Health Literacy and Subjective Well-Being [Dataset]. Zenodo. | link |
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| peng_2026_mhl_knowledge | Nine mental-health-literacy knowledge items, 1-3, 457 Chinese adolescents. Item text not shipped: the .sav carries no variable labels at any item, only value labels, and shipping option_text without stems is forbidden (irw#1770). (CC BY 4.0) PENG, S. (2026). Associations between Adolescents' Mental Health Literacy and Subjective Well-Being [Dataset]. Zenodo. | link |
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| peng_2026_pyd | Sixteen positive-youth-development items, 1-5, 457 Chinese adolescents. Item text not shipped: no variable labels in the deposit. (CC BY 4.0) PENG, S. (2026). Associations between Adolescents' Mental Health Literacy and Subjective Well-Being [Dataset]. Zenodo. | link |
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| penningroth_2019_pm_concerns | Real-life prospective memory task recall study, 15 binary concern-category items (content-coded from free-recalled PM tasks), N=89 (CC BY 4.0) Penningroth SL, Scott WD (2019). Age-related differences in the goals and concerns that motivate real-life prospective memory tasks. PLOS ONE. https://doi.org/10.1371/journal.pone.0216888 | link |
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| penningroth_2019_pm_goals | Real-life prospective memory task recall study, 15 binary goal-category items (content-coded from free-recalled PM tasks), N=89 (CC BY 4.0) Penningroth SL, Scott WD (2019). Age-related differences in the goals and concerns that motivate real-life prospective memory tasks. PLOS ONE. https://doi.org/10.1371/journal.pone.0216888 | link |
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| pepinsky_2023_refugee_gender conjoint · source = "conj" |
984 Hungarian adults (TARKI Omnibus, Nov 2022) each rated agreement that the government should allow entry of refugees who were randomly male or female and children, from Afghanistan or Ukraine (2x2). (CC0 1.0) Pepinsky, T. B., Reiff, A., & Szabo, A. (2023). The Ukrainian refugee crisis and the politics of public opinion: Evidence from Hungary. OSF Preprints. | link |
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| perales_2026_digital_financial_literacy | Digital financial literacy, 12 items, 1-5, gastronomic entrepreneurs in Chiclayo, Peru. 179 respondents x 12 items = 2148 responses. (CC BY 4.0) Perales Leonardo, A. J., Perez Saldana, Y. J., & Puican Rodriguez, V. H. (2026). Digital financial literacy and financial resilience among gastronomic entrepreneurs in the Chiclayo district, Peru [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33312225.v1 | link |
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| perales_2026_financial_resilience | Financial resilience, 12 items, 1-5, gastronomic entrepreneurs in Chiclayo, Peru. 179 respondents x 12 items = 2148 responses. (CC BY 4.0) Perales Leonardo, A. J., Perez Saldana, Y. J., & Puican Rodriguez, V. H. (2026). Digital financial literacy and financial resilience among gastronomic entrepreneurs in the Chiclayo district, Peru [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33312225.v1 | link |
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| perazzo_2020_pohw | The Brazilian Portuguese Positive Oral Health and Well-Being questionnaire (B-POHW), 19 items on a 0-3 agreement scale (0 = Discordo totalmente to 3 = Concordo totalmente), answered by the 209-respondent cross-cultural adaptation sample. Two blocks, preserved in the item codes: 15 oral-health items (POHW1-15) and 4 well-being items (PWell_Being1-4). No covariates are supplied by the deposit. (CC BY 4.0) Perazzo, M. (2020). Dataset - Brazilian version of Positive Oral Health and Well-Being (B-POHW): cross-cultural adaptation and psychometric analysis. Mendeley Data, v1. | link |
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| perceived_injustice_mourin | Perceived Injustice scale with 19 self-report items rated on a 5-point Likert scale (0 to 4). (CC BY 4.0) Mourin, C., & Mozumder, M. K. (2024). Development of a new perceived injustice scale for Bangla speaking population. PLoS ONE, 19(10), e0311272. https://doi.org/10.1371/journal.pone.0311272 | link |
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| perez_fuentes_2020_affect_balance | Affect Balance Scale (Spanish), 18 items (9 positive, 9 negative affect), 1 little or never to 3 a lot or usually. 1,014 Spanish adults, online survey in the first week of the COVID-19 lockdown, March 2020. Covariates: age, sex, marital status, education, dependent children, COVID-19 case in close environment. (CC BY 4.0) Perez-Fuentes MC, Molero Jurado MM, Martos Martinez A, Gazquez Linares JJ (2020) Threat of COVID-19 and emotional state during quarantine: Positive and negative affect as mediators in a cross-sectional study of the Spanish population. PLoS ONE 15(6): e0235305. https://doi.org/10.1371/journal.pone.0235305 | link |
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| perez_hernandez_2021_cesd7 | CES-D-7 (June and October 2020 waves), 0-3; N = 3,263 Mexican household respondents (ENCOVID-19); cov_wave_month, cov_sex, cov_age, cov_state, cov_household_size. (CC BY 4.0) Pérez Hernández, V. H., Teruel Belismelis, G., et al. (2021). Encuesta Nacional sobre los Efectos del COVID-19 en el Bienestar de los Hogares Mexicanos (ENCOVID-19), June, July and October 2020 [Data sets]. EQUIDE, Universidad Iberoamericana. Zenodo. https://doi.org/10.5281/zenodo.4602365, https://doi.org/10.5281/zenodo.4602374, https://doi.org/10.5281/zenodo.4776828 | link |
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| perez_hernandez_2021_elcsa | ELCSA food insecurity, 8 adult items, 0/1 (June, July and October 2020 waves); N = 4,850 Mexican household respondents (ENCOVID-19); cov_wave_month, cov_sex, cov_age, cov_state, cov_household_size. (CC BY 4.0) Pérez Hernández, V. H., Teruel Belismelis, G., et al. (2021). Encuesta Nacional sobre los Efectos del COVID-19 en el Bienestar de los Hogares Mexicanos (ENCOVID-19), June, July and October 2020 [Data sets]. EQUIDE, Universidad Iberoamericana. Zenodo. https://doi.org/10.5281/zenodo.4602365, https://doi.org/10.5281/zenodo.4602374, https://doi.org/10.5281/zenodo.4776828 | link |
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| perez_hernandez_2021_gad7 | GAD-7 (July 2020 wave; June and October asked GAD-2 only), 0-3; N = 4,845 Mexican household respondents (ENCOVID-19, three monthly cross-sections); cov_wave_month, cov_sex, cov_age, cov_state, cov_household_size. (CC BY 4.0) Pérez Hernández, V. H., Teruel Belismelis, G., et al. (2021). Encuesta Nacional sobre los Efectos del COVID-19 en el Bienestar de los Hogares Mexicanos (ENCOVID-19), June, July and October 2020 [Data sets]. EQUIDE, Universidad Iberoamericana. Zenodo. https://doi.org/10.5281/zenodo.4602365, https://doi.org/10.5281/zenodo.4602374, https://doi.org/10.5281/zenodo.4776828 | link |
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| perez_vasquez_2026_paykel | Paykel Suicide Scale, Spanish, 5 items, 0 = no, 1 = yes. 1,000 Peruvian university students aged 18-31 in Lima. The deposit's Roberts and PHQ-9 items are not shipped (their middle category 2 is nearly unused, suggesting an upstream recode) and neither is the BIEPS-A (response direction undocumented). Covariates: age, sex, work/study condition, study mode, study cycle, family type. (CC BY 4.0) Pérez Vásquez ER, Cárdenas Vila RM, Estrada Alomía ER, Tirado Chacaliaza KP, Díaz Gamarra PP (2026). Evidencias psicométricas escala Paykel en adultos peruanos [dataset]. Zenodo. | link |
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| pereztroncoso_2021_pers_nutrition conjoint · source = "conj" |
Discrete choice experiment in which 429 adults in Spain chose between two personalised-nutrition service plans that differ in personalisation level, delivery format (traditional or digital), inclusion of an exercise schedule and price. 8 choice sets each, forced choice. (CC BY 4.0) Pérez-Troncoso, D., Epstein, D. M., & Castañeda-García, J. A. (2021). Consumers' preferences and willingness to pay for personalised nutrition. Applied Health Economics and Health Policy, 19(5), 757-767. | link |
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| perfectionismlit_2021_engagement | Post-lesson engagement and experience questionnaire from perfectionism literacy intervention; N=68, 3 items, 1-5 Likert (CC BY 4.0) Perfectionism Literacy Lesson Evaluation [Dataset]. (2021). York St John University Research Database. DOI: 10.25421/yorksj.16595141.v1 | link |
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| perfectionismlit_2021_prepost | Pre/post perfectionism literacy intervention questionnaire; N=68, 5 items, 1-5 Likert, 2 waves (pre=0, post=1) (CC BY 4.0) Perfectionism Literacy Lesson Evaluation [Dataset]. (2021). York St John University Research Database. DOI: 10.25421/yorksj.16595141.v1 | link |
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| perino_2023_meat_tax conjoint · source = "conj" |
German adults (online panel, 2021; n = 3,169) voted in a hypothetical referendum on 6 successive proposals for a levy on meat, whose justification (animal welfare or climate) and differentiation (uniform or by meat type / housing stage) were randomized between respondents and whose level rose across the 6 proposals; outcomes are a yes vote and a no vote (abstention possible). (CC0 1.0) Perino, G., & Schwickert, H. (2023). Animal welfare is a stronger determinant of public support for meat taxation than climate change mitigation in Germany. Nature Food, 4(2), 160-169. | link |
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| perlstein_2025_risk_conversations conjoint · source = "conj" |
Dutch adults (May 2024; 1,195 respondents) chose which of two hypothetical conversations about a risk they would rather take part in, over an example pair plus 8 pairs, described by topic, the other person's gender, relation and closeness to the respondent, and the person's apparent knowledge, concern and motivation. Forced choice. (CC0 1.0) Perlstein, S., Kantorowicz, J., & Kuipers, S. (2025). Preferences for risk conversations in everyday life: A conjoint analysis. Journal of Risk Research, 28(6), 611-627. | link |
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| perna_2025_healthcare_be conjoint · source = "conj" |
1,307 adults in Belgium (YouGov web panel, July-August 2022) chose which of two fictitious patients should be prioritised for publicly funded care in 4 tasks, varying nationality (Belgian, Danish, Italian, Bulgarian), migration status, responsibility for ill health and employment status; the chosen patient was also rated 0-10. (CC BY 4.0) Perna, R., & Umpierrez de Reguero, S. (2025). Intra-EU migration and healthcare deservingness: A conjoint experiment in Belgium and Spain. Social Science & Medicine, 367, 117714. | link |
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| perna_2025_healthcare_es conjoint · source = "conj" |
1,307 adults in Spain (YouGov web panel, July-August 2022) chose which of two fictitious patients should be prioritised for publicly funded care in 4 tasks, varying nationality (Spanish, Danish, Italian, Bulgarian), migration status, responsibility for ill health and employment status; the chosen patient was also rated 0-10. (CC BY 4.0) Perna, R., & Umpierrez de Reguero, S. (2025). Intra-EU migration and healthcare deservingness: A conjoint experiment in Belgium and Spain. Social Science & Medicine, 367, 117714. | link |
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| personality_entrepreneurship_brazil__abex | Ability to Export scale (4 items, 1-5; N=340). Part of personality and entrepreneurship study. (CC0 1.0) Marchi Lainetti Ramos I et al. (2024). Connecting Personality and Entrepreneurship: A Study on Intentions and Educational Programs. Harvard Dataverse. https://doi.org/10.7910/DVN/IEK9PW | link |
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| personality_entrepreneurship_brazil__con | Conscientiousness scale (4 items, 1-5; N=340). Part of personality and entrepreneurship study. (CC0 1.0) Marchi Lainetti Ramos I et al. (2024). Connecting Personality and Entrepreneurship: A Study on Intentions and Educational Programs. Harvard Dataverse. https://doi.org/10.7910/DVN/IEK9PW | link |
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| personality_entrepreneurship_brazil__ex | Extraversion scale (4 items, 1-5; N=340). Part of personality and entrepreneurship study. (CC0 1.0) Marchi Lainetti Ramos I et al. (2024). Connecting Personality and Entrepreneurship: A Study on Intentions and Educational Programs. Harvard Dataverse. https://doi.org/10.7910/DVN/IEK9PW | link |
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| personality_entrepreneurship_brazil__inem | Entrepreneurial Motivation scale (4 items, 1-5; N=340). Part of personality and entrepreneurship study. (CC0 1.0) Marchi Lainetti Ramos I et al. (2024). Connecting Personality and Entrepreneurship: A Study on Intentions and Educational Programs. Harvard Dataverse. https://doi.org/10.7910/DVN/IEK9PW | link |
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| personality_entrepreneurship_brazil__neu | Neuroticism scale (4 items, 1-5; N=340). Part of personality and entrepreneurship study. (CC0 1.0) Marchi Lainetti Ramos I et al. (2024). Connecting Personality and Entrepreneurship: A Study on Intentions and Educational Programs. Harvard Dataverse. https://doi.org/10.7910/DVN/IEK9PW | link |
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| personality_handwriting__financial_behavior | Financial attitudes and personality Likert items (12 items, 1-5; N=402). (CC0 1.0) Thomas S (2026). Data for understanding personality and financial behaviour using handwriting. Harvard Dataverse. https://doi.org/10.7910/DVN/2IBLRK | link |
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| personality_handwriting__graphology | Binary expert-rated handwriting features (25 items, 0/1; N=402). (CC0 1.0) Thomas S (2026). Data for understanding personality and financial behaviour using handwriting. Harvard Dataverse. https://doi.org/10.7910/DVN/2IBLRK | link |
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| personalitychange_kramer_2025_bfi | BFI-2 Big Five ratings of current and ideal personality across 60 items (CC BY 4.0) Krämer, M. D., Hopwood, C. J., Miller, T. J., & Bleidorn, W. (2025). What explains personality change intervention effects? Journal of Personality and Social Psychology, 129(5), 972–1005. | link |
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| personalitychange_kramer_2025_mls | Meaning in Life Questionnaire measuring presence of and search for life meaning (CC BY 4.0) Krämer, M. D., Hopwood, C. J., Miller, T. J., & Bleidorn, W. (2025). What explains personality change intervention effects? Journal of Personality and Social Psychology, 129(5), 972–1005. | link |
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| personalitychange_kramer_2025_rses | Rosenberg Self-Esteem Scale measuring global self-worth and self-acceptance (CC BY 4.0) Krämer, M. D., Hopwood, C. J., Miller, T. J., & Bleidorn, W. (2025). What explains personality change intervention effects? Journal of Personality and Social Psychology, 129(5), 972–1005. | link |
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| personalitychange_kramer_2025_sa | Self-acceptance intervention goals and perceived acceptance outcomes, pre and post (CC BY 4.0) Krämer, M. D., Hopwood, C. J., Miller, T. J., & Bleidorn, W. (2025). What explains personality change intervention effects? Journal of Personality and Social Psychology, 129(5), 972–1005. | link |
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| personalitychange_kramer_2025_sccs | Self-Concept Clarity Scale measuring how clearly and consistently self-beliefs are defined (CC BY 4.0) Krämer, M. D., Hopwood, C. J., Miller, T. J., & Bleidorn, W. (2025). What explains personality change intervention effects? Journal of Personality and Social Psychology, 129(5), 972–1005. | link |
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| personalitychange_kramer_2025_si | Self-improvement intervention change goals and perceived change outcomes, pre and post (CC BY 4.0) Krämer, M. D., Hopwood, C. J., Miller, T. J., & Bleidorn, W. (2025). What explains personality change intervention effects? Journal of Personality and Social Psychology, 129(5), 972–1005. | link |
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| personalitychange_kramer_2025_swls | Satisfaction with Life Scale measuring cognitive evaluation of overall life satisfaction (CC BY 4.0) Krämer, M. D., Hopwood, C. J., Miller, T. J., & Bleidorn, W. (2025). What explains personality change intervention effects? Journal of Personality and Social Psychology, 129(5), 972–1005. | link |
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| persuade_learningagency_nom nominal · source = "nom" |
Student persuasive writing (CC BY 4.0) Crossley, S., Tian, Y., Baffour, P., Franklin, A., Benner, M., & Boser, U. (2024). A large-scale corpus for assessing written argumentation: PERSUADE 2.0. Assessing Writing, 61, 100865. https://doi.org/10.1016/j.asw.2024.100865 | link |
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| pertiwi_2025_educational_fashion conjoint · source = "conj" |
Indonesian millennials rated 16 fixed children's-clothing cards (educational print theme, size, colour, purchase channel; text in Indonesian/English theme names). 103 respondents, 16 single-profile cards, one 1-5 score. (CC BY 4.0) Pertiwi, P. A. M., & Murniati, M. (2025). Industrial engineering approach to analyzing millennials' purchase preferences for sustainable educational fashion in business using conjoint analysis data [Data set]. Mendeley Data. | link |
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| peters_2025_att_exp_eval | Experiential attitude items — belief evaluation component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_att_exp_strength | Experiential attitude items — belief strength component (Reasoned Action Approach) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_att_instr_eval | Instrumental attitude items — belief evaluation component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_att_instr_strength | Instrumental attitude items — belief strength component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_ciberlite | CIBER-lite brief combined Reasoned Action Approach measure (attitude/norm/PBC) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_gen_risk_eval | Perceived general COVID-19 risk items — belief evaluation component (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_gen_risk_strength | Perceived general COVID-19 risk items — belief strength component (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_gnrc_beliefs | Generic COVID-19 beliefs (hoax/transmission/contraction) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_hw_frequency | COVID-19 Risk Tool: hand-washing situations/frequency checklist (7 items, binary), N~71,200 (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_hw_intensity | COVID-19 Risk Tool: hand-washing intensity/thoroughness checklist (4 items, binary), N~70,100 (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_nrm_desc_behavior | Descriptive norm items — others' behavior component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_nrm_desc_ident | Descriptive norm items — identification-with-referent component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_nrm_inj_approval | Injunctive norm items — perceived approval component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_nrm_inj_motivation | Injunctive norm items — motivation-to-comply component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_pbc_cond_power | Perceived behavioral control items — condition-power component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_pbc_cond_presence | Perceived behavioral control items — condition-presence component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_pbc_skill_import | Perceived behavioral control items — skill-importance component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_pbc_skill_prob | Perceived behavioral control items — skill-probability component (RAA) (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_si_current | COVID-19 Risk Tool: current self-isolation behaviors checklist (6 items, binary), N~74,600 (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_si_intention | COVID-19 Risk Tool: intended self-isolation behaviors checklist (5 items, binary), N~74,000 (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_si_trigger | COVID-19 Risk Tool: self-isolation trigger checklist (4 items, binary), N~74,000 (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| peters_2025_work_precautions | COVID-19 Risk Tool: workplace-contact precautions checklist (4 items, binary), N~75,000 (ODbL 1.0) Peters, G.-J., Kwasnicka, D., ten Hoor, G. A., Crutzen, R., Varol, T., Warner, L. M., Algargoosh, M., Ali, E. E., Anwar, M., Asih, S. R., Baltas, Z. F., Berry, E., Beyene, K., Campbell, K. A., Carneiro, B. M., Castillo-Eito, L., Chan, A. H. Y., Chan, S. S.-H., Cipolletta, S., ... Roozen, S. (2025). Collecting behavioural data across countries during pandemics: Development of the COVID-19 Risk Assessment Tool. Behavior Research Methods, 57(8), Article 223. https://doi.org/10.3758/s13428-025-02743-x | link |
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| petersen_2025_online_abuse conjoint · source = "conj" |
Danish citizens (n = 1,985 with answers) each rated four fictitious social-media comments (criticism, insult, threat, sexism) addressed to a fictitious politician randomized on name, comment text, channel and party; ratings: abusive, politicians should tolerate it, would report it (1-7). (CC0 1.0) Petersen, N. B. G., Pedersen, R. T., & Thau, M. (2025). Citizens' perceptions of online abuse directed at politicians: Evidence from a survey experiment. European Journal of Political Research, 64(2), 790-809. | link |
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| peterson_2017_information_environment conjoint · source = "conj" |
1,037 US Democrats and Republicans each chose between 3 pairs of hypothetical candidates showing party plus 1, 3, 5, 7 or 9 further attributes (gender, profession, age, family, race, military service, education, abortion and spending stances), testing how partisan voting changes with profile information. (CC0 1.0) Peterson, E. (2017). The role of the information environment in partisan voting. Journal of Politics, 79(4), 1191-1204. | link |
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| peterson_2024_economic_statecraft conjoint · source = "conj" |
US online respondents in three experiments (n = 7,348) each read one hypothetical US economic-statecraft proposal (sanctions or inducements) against a target country, with randomized target, bad behaviour, country background, economic effect, outcome of inaction, rationale and proposal author; six 0-100 ratings (support, US interests, cost, effectiveness, US strength, message). (CC0 1.0) Peterson, T. M., & Miller, S. M. (2024). Contextualizing individual attitudes on economic statecraft. Foreign Policy Analysis, 20(3), orae016. | link |
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| petley_2025_flanker_study1_childwoman | Auditory Directional Command Flanker Reliability Test, Boy vs Woman talker pair (CC BY 4.0) Petley, L., Brzac, J., Meyers, L. et al. Validating the directional command flanker task: An auditory analog of the arrows flanker. Behav Res 57, 324 (2025). | link |
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| petley_2025_flanker_study1_girlman | Auditory Directional Command Flanker Test, Girl vs Man talker pair (CC BY 4.0) Petley, L., Brzac, J., Meyers, L. et al. Validating the directional command flanker task: An auditory analog of the arrows flanker. Behav Res 57, 324 (2025). | link |
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| petley_2025_flanker_study1_manwoman | Auditory Directional Command Flanker Test, Man vs Woman talker pair (CC BY 4.0) Petley, L., Brzac, J., Meyers, L. et al. Validating the directional command flanker task: An auditory analog of the arrows flanker. Behav Res 57, 324 (2025). | link |
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| petley_2025_flanker_study2_auditory | Auditory Directional Command Flanker Reliability Test (CC BY 4.0) Petley, L., Brzac, J., Meyers, L. et al. Validating the directional command flanker task: An auditory analog of the arrows flanker. Behav Res 57, 324 (2025). | link |
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| petley_2025_flanker_study2_visual | Visual Arrows Flanker Test (CC BY 4.0) Petley, L., Brzac, J., Meyers, L. et al. Validating the directional command flanker task: An auditory analog of the arrows flanker. Behav Res 57, 324 (2025). | link |
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| petrocchi_2020_neuroticism | Neuroticism scale (Italian), 10 items, N=160 (CC BY 4.0) Petrocchi, S., et al. (2020). 'What you say and how you say it' matters: An experimental evidence of the role of synchronicity, modality, and message valence during smartphone-mediated communication. PLOS ONE. | link |
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| petrova_2019_numeracy | Numeracy: Schwartz (3) and Berlin Numeracy Test (4) items, scored 0/1 by the authors; resp_raw = answer. 172 Peruvian medical students and residents, Spanish questionnaire in four experimental versions. (CC BY 4.0) Petrova D, Mas G, Navarrete G, Tello Rodriguez T, Ortiz PJ, Garcia-Retamero R (2019). Cancer screening risk literacy of physicians in training: An experimental study. PLoS ONE, 14(7), e0218821. https://doi.org/10.1371/journal.pone.0218821 | link |
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| petrova_2019_science_literacy | Scientific literacy, 3 items scored 0/1 by the authors. 172 Peruvian medical students and residents, Spanish questionnaire in four experimental versions. (CC BY 4.0) Petrova D, Mas G, Navarrete G, Tello Rodriguez T, Ortiz PJ, Garcia-Retamero R (2019). Cancer screening risk literacy of physicians in training: An experimental study. PLoS ONE, 14(7), e0218821. https://doi.org/10.1371/journal.pone.0218821 | link |
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| petrova_2019_screening_beliefs | Beliefs favouring cancer screening, 5 statements 1-7. 172 Peruvian medical students and residents, Spanish questionnaire in four experimental versions. (CC BY 4.0) Petrova D, Mas G, Navarrete G, Tello Rodriguez T, Ortiz PJ, Garcia-Retamero R (2019). Cancer screening risk literacy of physicians in training: An experimental study. PLoS ONE, 14(7), e0218821. https://doi.org/10.1371/journal.pone.0218821 | link |
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| petrova_2019_screening_statistics | Knowledge of cancer-screening statistics (3) and comprehension of the screening evidence shown (6), scored 0/1 by the authors (key depends on questionnaire version). 172 Peruvian medical students and residents, Spanish questionnaire in four experimental versions. (CC BY 4.0) Petrova D, Mas G, Navarrete G, Tello Rodriguez T, Ortiz PJ, Garcia-Retamero R (2019). Cancer screening risk literacy of physicians in training: An experimental study. PLoS ONE, 14(7), e0218821. https://doi.org/10.1371/journal.pone.0218821 | link |
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| petrovic_2026_ai_hiring_score conjoint · source = "conj" |
Serbian university-student participants (n = 432) made 8 choices among 4 hypothetical job candidates varying in an AI employability score (7-91%), required education, gender, age and hobby, then said whether they would actually advance the chosen candidate (dual response). (CC BY 4.0) Petrović, N., Kuzmanović, M., Anđelković Labrović, J., Kovačević, I., & Llorens, A. (2026). Data for: How much weight does an AI score carry in hiring? Qualification conflict and evaluator heterogeneity in a choice-based conjoint experiment [Data set]. Zenodo. | link |
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| petrovici_2025_cultural_participation | Cultural participation in the last 12 months (Cultural Consumption Barometer / Holt), 15 activities, 1 never .. 6 five or more times; N = 735 adults, Cluj-Napoca metro area; cov_female, cov_age, cov_education, cov_professional_status, cov_ethnicity, cov_minority, cov_culture_work, cov_municipality, cov_weight. (CC BY 4.0) Petrovici, N., Pop, C., & Zbranca, R. (2025). Cultural Participation Practices, Cultural Apprisal and Subjective Well-being in Cluj-Napoca Metro Area, 2022 [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.23614611 | link |
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| petrovici_2025_culture_appreciation | Associations with art and cultural experiences (cultural appraisal index), 8 yes/no items coded 1 yes / 2 no as deposited; N = 735 adults, Cluj-Napoca metro area; cov_female, cov_age, cov_education, cov_professional_status, cov_ethnicity, cov_minority, cov_culture_work, cov_municipality, cov_weight. (CC BY 4.0) Petrovici, N., Pop, C., & Zbranca, R. (2025). Cultural Participation Practices, Cultural Apprisal and Subjective Well-being in Cluj-Napoca Metro Area, 2022 [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.23614611 | link |
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| petrovici_2025_wellbeing | Personal Wellbeing Score (Benson et al. 2019), 4 items, 1 total agreement .. 4 total disagreement; N = 735 adults, Cluj-Napoca metro area; cov_female, cov_age, cov_education, cov_professional_status, cov_ethnicity, cov_minority, cov_culture_work, cov_municipality, cov_weight. (CC BY 4.0) Petrovici, N., Pop, C., & Zbranca, R. (2025). Cultural Participation Practices, Cultural Apprisal and Subjective Well-being in Cluj-Napoca Metro Area, 2022 [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.23614611 | link |
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| petrowski_2019_sclk9 | Symptom-Checklist-K-9 (SCL-K-9, 9 items, 0-4), N=2502, representative German general-population sample. (CC BY 4.0) Petrowski K, Schmalbach B, Kliem S, Hinz A, Brahler E (2019). Symptom-Checklist-K-9: Norm values and factorial structure in a representative German sample. PLOS ONE 14(4):e0213490. | link |
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| petrowski_2019_tics | 57-item Trier Inventory for Chronic Stress (TICS, 0-4 scale) covering nine chronic-stress dimensions, from a representative German population sample (N=2463). (CC BY 4.0) Petrowski K, Kliem S, Albani C, Hinz A, Brähler E (2019) Norm values and psychometric properties of the short version of the Trier Inventory for Chronic Stress (TICS) in a representative German sample. PLoS ONE. | link |
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| petrowski_2020_attachment | 12-item revised short ECR-based attachment questionnaire for couples (1-7 scale), from a representative German general-population sample (N=2381). (CC BY 4.0) Petrowski K, Brähler E, Suslow T, Zenger M (2020) Revised short screening version of the attachment questionnaire for couples from the German general population. PLoS ONE. | link |
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| peyton_2022_police_recruit_officers conjoint · source = "conj" |
Sworn Yonkers Police Department officers (June 2021, n = 246) chose between 5 pairs of hypothetical police-officer applicants varying in sex, age, race/ethnicity, education, residency, exam score, motivation and previous occupation, and rated each 1-7. (CC0 1.0) Peyton, K., Weiss, C. M., & Vaughn, P. E. (2022). Beliefs about minority representation in policing and support for diversification. Proceedings of the National Academy of Sciences, 119(52), e2213986119. | link |
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| peyton_2022_police_recruit_residents conjoint · source = "conj" |
Yonkers, NY residents (municipal panel baseline, May 2021, n = 1,409) chose between 5 pairs of hypothetical police-officer applicants varying in sex, age, race/ethnicity, education, residency, exam score, motivation and previous occupation, and rated each 1-7. (CC0 1.0) Peyton, K., Weiss, C. M., & Vaughn, P. E. (2022). Beliefs about minority representation in policing and support for diversification. Proceedings of the National Academy of Sciences, 119(52), e2213986119. | link |
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| pezzuti_2025_coolpeople_adventurous | Adventurousness and risk-taking ratings (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_autonomous | Autonomy, originality, and self-reliance evaluation (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_benevolent | Benevolence and caring for others ratings (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_capable | Capability, skillfulness, and success focusing ratings (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_conforming | Adherence to norms and rule-following ratings (conformity) (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_hedonistic | Enjoyment-seeking and pleasure-oriented ratings (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_big5_SouthKorea | Big Five personality trait assessments for South Korean nominees (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_collectivism_Mexico_Chile | Measures of collectivist attitudes and family-group loyalty (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_collectivism_USA | Measures of collectivist attitudes and family-group loyalty (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_individualism_USA | Ratings of individualist values and independence (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_masculinity_Chile | Measurement of masculinity beliefs and gender role endorsement (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_materialism_Chile | Measurement of materialism and views on possessions (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_nfc | Need for cognition: cognitive motivation and engagement ratings (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_powerdistance_USA_Chile | Assessment of power distance acceptance and hierarchical norms (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_tight_USA_Chile | Ratings of tightness-looseness, or the strength of social norms (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_trendy_USA | Coolness ratings of fashionableness and alignment with current style trends (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_main_uncertaintyavoidance_USA_Chile | Ratings of uncertainty avoidance preferences and comfort with ambiguity (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_powerful | Ratings of power, influence, and status (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_secure | Security, safety-seeking, and social stability ratings (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_single-items | Ratings for single-item depictions of key personality or value traits (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_traditional | Ratings of tradition, religious adherence, and satisfaction with the status quo (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pezzuti_2025_coolpeople_warm | Warmth and friendliness ratings of nominees across key studies (CC BY 4.0) Pezzuti T, Warren C, Chen J. Cool people. J Exp Psychol Gen. 2025 Sep;154(9):2410-2431. doi: 10.1037/xge0001799. Epub 2025 Jun 30. PMID: 40587319. | link |
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| pham_2026_bsgt | Digital Burnout. IRW table pham_2026_bsgt: 456 respondents x 5 items, 2280 responses. (CC BY 4.0) Pham, Q. (2026). Digital Burnout. Mendeley Data, V1. | link |
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| pham_2026_bsth | Digital Burnout. IRW table pham_2026_bsth: 456 respondents x 6 items, 2736 responses. (CC BY 4.0) Pham, Q. (2026). Digital Burnout. Mendeley Data, V1. | link |
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| pham_2026_bsyn | Digital Burnout. IRW table pham_2026_bsyn: 456 respondents x 8 items, 3648 responses. (CC BY 4.0) Pham, Q. (2026). Digital Burnout. Mendeley Data, V1. | link |
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| pham_2026_gp | Digital Burnout. IRW table pham_2026_gp: 456 respondents x 6 items, 2736 responses. (CC BY 4.0) Pham, Q. (2026). Digital Burnout. Mendeley Data, V1. | link |
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| pham_2026_ktscx | Digital Burnout. IRW table pham_2026_ktscx: 456 respondents x 6 items, 2736 responses. (CC BY 4.0) Pham, Q. (2026). Digital Burnout. Mendeley Data, V1. | link |
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| pham_2026_ktslh | Digital Burnout. IRW table pham_2026_ktslh: 456 respondents x 12 items, 5472 responses. (CC BY 4.0) Pham, Q. (2026). Digital Burnout. Mendeley Data, V1. | link |
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| pham_2026_ktsth | Digital Burnout. IRW table pham_2026_ktsth: 456 respondents x 6 items, 2736 responses. (CC BY 4.0) Pham, Q. (2026). Digital Burnout. Mendeley Data, V1. | link |
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| pham_2026_rural_jobs conjoint · source = "conj" |
315 family physicians and physician assistants in Vietnam each answered 9 choice cards between two hypothetical jobs varying in income change, promotion timing, urban/rural location and chance of opening a private clinic; a forced A/B preference and a real-world choice among A, B and their current job. (CC BY 4.0) Pham, C. A. T., Le, N. Q. T., & Kim, D. (2026). What drives family physicians to rural practice? A discrete choice experiment in Vietnam. Health Policy OPEN, 11, 100175. | link |
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| pham_2026_thbt | Digital Burnout. IRW table pham_2026_thbt: 456 respondents x 7 items, 3192 responses. (CC BY 4.0) Pham, Q. (2026). Digital Burnout. Mendeley Data, V1. | link |
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| philipps_2022_self_mediatization conjoint · source = "conj" |
German state-parliament MPs (n=258) each read one coalition-negotiation vignette from a 2x2 factorial design (pressure to reach a decision high/low x election campaign imminent/far away) and rated, on 1-5 scales, how likely they were to publicize the negotiation through various channels, to keep it confidential, and to compromise; realism and manipulation-check ratings are included. (CC0 1.0) Philipps, G. (2024). Compromise-building in the spotlight of the media? Individual and situational influences on the self-mediatization of parliamentary negotiations. The International Journal of Press/Politics, 29(2), 570-590. | link |
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| phillips_2021_emental_health conjoint · source = "conj" |
German online-panel respondents (Norstat, Nov 2019; n=2,004) chose in 16 fixed choice sets between two online therapy programmes varying introductory training, human contact, proven effectiveness, peer support, mode of content delivery and monthly price; forced choice (DCE). (CC BY 4.0) Phillips, E. A., Himmler, S. F., & Schreyögg, J. (2021). Preferences for e-mental health interventions in Germany: A discrete choice experiment. Value in Health, 24(3), 421-430. | link |
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| phillips_2022_blended_care conjoint · source = "conj" |
Licensed psychotherapists in Germany (DocCheck panel, 2020) chose between pairs of blended-care application scenarios varying in recommendation source, effectiveness of the online component, online vs face-to-face time split and reimbursement; 200 respondents, 16 forced choices each (DCE). (CC BY 4.0) Phillips, E. A., Himmler, S., & Schreyögg, J. (2022). Preferences of psychotherapists for blended care in Germany: A discrete choice experiment. BMC Psychiatry, 22, 112. | link |
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| phillips_2025_political_violence conjoint · source = "conj" |
Single-profile conjoint on sanctioning political violence: 3,402 US adults (Dynata, 2023) each judged 5 hypothetical protesters arrested after a violent demonstration, varying the act (12 acts against counter-protesters, police, government buildings or small businesses), age, children, gender, race, marital status, occupation, party and residence; outcomes are the appropriate punishment (13-point scale from a warning to more than 30 years in jail) and how likely the person was protesting for a good cause (1-5). (CC0 1.0) Phillips, J. B., Munis, B. K., Huffman, N., Memovic, A., & Ford, J. (2025). When push comes to shove: How Americans excuse and condemn political violence. Political Behavior, 47, 1711-1733. | link |
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| phq9_xiong_2025 | Item-response level data from the Patient Health Questionnaire (PHQ-9), evaluating depressive symptoms over the past two weeks in the four Chinese samples (CC BY 4.0) Xiong, X., Zhan, N., Zou, J., Xu, F., & Geng, F. (2025). Factor structure, measurement invariance, and psychometric properties of the brief version of difficulties in emotion regulation scale (DERS-16) across four Chinese samples. Personality and Individual Differences, 246, 113343. https://doi.org/10.1016/j.paid.2025.113343 | link |
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| phq_BrummerHoffman_2021 | Patient Health Questionnaire–9 (CC BY 4.0) de Souza Brümmer, R., Krause, K. R., Salum, G. A., de Almeida Fleck, M. P., Porto, I. M., do Amaral, J. V., ... & Hoffmann, M. S. (2024). Beyond frequency: Evaluating the validity of assessing the context, duration, ability and botherement of depression and anxiety symptoms in south Brazil. Psychological Assessment. | link |
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| phq_insomnia_wang2025 | The Patient Health Questionnaire (PHQ-9) (CC BY 4.0) Wang, W., Shen, X., Guo, X., Liu, S., Chen, Q., Ma, S., & Jian, Y. (2025). Psychometric evaluation of the insomnia severity index in 570,295 Chinese adolescents: A bifactor item-response theory analysis. Journal of Pacific Rim Psychology, 19, 18344909241310783. | link |
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| piccoli_2017_cfpq_teen | Comprehensive Feeding Practices Questionnaire for adolescents (CFPQ-Teen), Brazilian Portuguese, 49 items, 12 subscales; Q1-13 frequency 1 never .. 5 always, Q14-49 agreement 1 disagree .. 5 strongly agree; reverse-keyed Q16, Q37, Q42 not reversed. 455 Brazilian adolescents aged 12-18 at public and private schools; 41 retested (wave 2). Covariates: gender, age, school type, main feeding caregiver and caregiver age. (CC BY 4.0) Piccoli ÂB, Neiva-Silva L, Mosmann CP, et al. (2017). Adolescents' perception of parental feeding practices: Adaptation and validation of the Comprehensive Feeding Practices Questionnaire for Brazilian adolescents—The CFPQ-Teen. PLOS ONE 12(11): e0187041. | link |
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| pickering_2025_peacekeeping_japan conjoint · source = "conj" |
Japanese respondents compared pairs of hypothetical international missions (peacekeeping, diplomatic or humanitarian) varying in personnel, size, lead organisation and location; 1,509 respondents, 4 pairs each. Outcomes are a forced choice and a 1-5 perceived-effectiveness rating of each mission. (CC BY 4.0) Pickering, S. (2025). Replication data for: Peacekeeping by any other name: A conjoint experiment evaluating support for peacekeeping, diplomatic and humanitarian missions in Japan and the UK [Data set]. Harvard Dataverse. | link |
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| pickering_2025_peacekeeping_uk conjoint · source = "conj" |
UK respondents compared pairs of hypothetical international missions (peacekeeping, diplomatic or humanitarian) varying in personnel, size, lead organisation and location; 646 respondents, 6 pairs each. Outcomes are a forced choice and a 1-5 perceived-effectiveness rating of each mission. (CC BY 4.0) Pickering, S. (2025). Replication data for: Peacekeeping by any other name: A conjoint experiment evaluating support for peacekeeping, diplomatic and humanitarian missions in Japan and the UK [Data set]. Harvard Dataverse. | link |
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| pickering_2026_ebike_policy conjoint · source = "conj" |
Dutch respondents (n = 1,309) compared 3 pairs of e-bike policy packages varying in registration/licence, road placement, enforcement, purchase support and helmet rules, and for each pair picked the preferred standard, the one more likely to increase e-bike use, the more restrictive one and the one needing more government intervention. (CC BY 4.0) Pickering, S. (2026). Replication data for: Public opinion towards e-bike policy packages: A conjoint experiment in the Netherlands [Data set]. Harvard Dataverse. | link |
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| pickett_2024_officer_conjoint conjoint · source = "conj" |
US YouGov respondents (n=1,099; general-population sample plus Black oversample, spring 2022) chose in 5 tasks which of two police officer profiles would make them most afraid; officers varied race, gender, age, build, education, body camera and prior complaints. (CC0 1.0) Pickett, J. T., Graham, A., Nix, J., & Cullen, F. T. (2024). Officer diversity may reduce Black Americans' fear of the police. Criminology, 62(1), 35-63. | link |
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| pickett_2024_officer_photos conjoint · source = "conj" |
US YouGov respondents (n=1,100, spring 2022) saw one picture of a two-officer police team whose race and sex were randomized (plus empty vs busy street) and rated on 1-5 how afraid they would be that these officers would hurt them, use excessive force, point a weapon at them or wrongfully arrest them. (CC0 1.0) Pickett, J. T., Graham, A., Nix, J., & Cullen, F. T. (2024). Officer diversity may reduce Black Americans' fear of the police. Criminology, 62(1), 35-63. | link |
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| pickova2025_attitude | Attitude toward shopping on SHEIN/TEMU (semantic differential, 7 items, 1-7) from a Czech consumer study (N=134). (CC BY 4.0) Pickova, T. et al. (2025). Dataset for understanding consumers attitude-behavior gap on TEMU and SHEIN [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30576341.v2 | link |
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| pickova2025_behavioral_intent | Behavioral intention toward SHEIN/TEMU (4 items, 1-7) from a Czech consumer study (N=133). (CC BY 4.0) Pickova, T. et al. (2025). Dataset for understanding consumers attitude-behavior gap on TEMU and SHEIN [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30576341.v2 | link |
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| pickova2025_fast_fashion_beliefs | General beliefs about the fast fashion industry (5 items, 1-7) from a Czech consumer study (N=135). (CC BY 4.0) Pickova, T. et al. (2025). Dataset for understanding consumers attitude-behavior gap on TEMU and SHEIN [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30576341.v2 | link |
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| pickova2025_feelings | Emotional feelings about shopping on SHEIN/TEMU (5 items, 1-7) from a Czech consumer study (N=135). (CC BY 4.0) Pickova, T. et al. (2025). Dataset for understanding consumers attitude-behavior gap on TEMU and SHEIN [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30576341.v2 | link |
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| pickova2025_moral_justifications | Moral justifications for shopping on SHEIN/TEMU (7 items, 1-7) from a Czech consumer study (N=134). (CC BY 4.0) Pickova, T. et al. (2025). Dataset for understanding consumers attitude-behavior gap on TEMU and SHEIN [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30576341.v2 | link |
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| pickova2025_perception | Perception of SHEIN/TEMU (7 belief items, 1-7) from a Czech consumer study (N=134). (CC BY 4.0) Pickova, T. et al. (2025). Dataset for understanding consumers attitude-behavior gap on TEMU and SHEIN [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.30576341.v2 | link |
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| pierro_2018_assessment_s1 | 12-item Assessment Regulatory Mode Scale (1-6 scale), Study 1 of a four-study paper on regulatory modes and self-forgiveness (N=323). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_assessment_s3 | 12-item Assessment Regulatory Mode Scale (1-6 scale), Study 3 of a four-study paper on regulatory modes and self-forgiveness (N=85). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_assessment_s4 | 12-item Assessment Regulatory Mode Scale (1-6 scale), Study 4 of a four-study paper on regulatory modes and self-forgiveness (N=189). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_hfs_s4 | 6-item Heartland Forgiveness Scale (HFS, 1-7 scale), Study 4 of a four-study paper on regulatory modes and self-forgiveness (N=189). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_locomotion_s1 | 12-item Locomotion Regulatory Mode Scale (1-6 scale), Study 1 of a four-study paper on regulatory modes and self-forgiveness (N=323). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_locomotion_s3 | 12-item Locomotion Regulatory Mode Scale (1-6 scale), Study 3 of a four-study paper on regulatory modes and self-forgiveness (N=85). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_locomotion_s4 | 12-item Locomotion Regulatory Mode Scale (1-6 scale), Study 4 of a four-study paper on regulatory modes and self-forgiveness (N=189). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_negaffect_s3 | 10-item Negative Affect scale (1-5 scale), Study 3 of a four-study paper on regulatory modes and self-forgiveness (N=85). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_posaffect_s3 | 10-item Positive Affect scale (1-5 scale), Study 3 of a four-study paper on regulatory modes and self-forgiveness (N=85). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_selfforgive_s1 | 4-item Self-forgiveness scale (1-4 scale), Study 1 of a four-study paper on regulatory modes and self-forgiveness (N=323). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_selfforgive_s2 | 4-item Self-forgiveness scale (1-4 scale), Study 2 of a four-study paper on regulatory modes and self-forgiveness (N=97). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_selfforgive_s3 | 4-item Self-forgiveness scale (1-4 scale), Study 3 of a four-study paper on regulatory modes and self-forgiveness (N=85). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_tf_future_s4 | 4-item Temporal Focus: Future subscale (1-7 scale), Study 4 of a four-study paper on regulatory modes and self-forgiveness (N=189). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_tf_past_s4 | 4-item Temporal Focus: Past subscale (1-7 scale), Study 4 of a four-study paper on regulatory modes and self-forgiveness (N=189). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pierro_2018_tf_present_s4 | 4-item Temporal Focus: Present subscale (1-7 scale), Study 4 of a four-study paper on regulatory modes and self-forgiveness (N=189). (CC BY 4.0) Pierro A, Pica G, Giannini A, Higgins E, Kruglanski A (2018) "Letting myself go forward past wrongs": How regulatory modes affect self-forgiveness. PLoS ONE. | link |
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| pietraszkiewicz_2017_leader_eval | Team members' ratings of team leader on 4 leadership-skill items (management/moderation/empathy/motivation 0-10 scale) at two time points N=258 (CC BY 4.0) Pietraszkiewicz A et al. (2017) Leader evaluation and team cohesiveness in the process of team development: A matter of gender? PLOS ONE. | link |
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| pilch_2021_coping_behavior | Coping Behavior Scale (adaptive + maladaptive items), COVID-19 pandemic coping study, Poland (CC BY 4.0) Pilch I, Wardawy P, Probierz E (2021) The predictors of adaptive and maladaptive coping behavior during the COVID-19 pandemic in Poland: The intensity of the disease threat and civilizational trust. PLOS ONE 16(10): e0258606 | link |
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| pilch_2021_fcv19s_validation | Fear of COVID-19 Scale (FCV-19S, Ahorsu et al.), 7 items on a 1-5 agreement scale, Polish adaptation; 325 Polish adults. (CC BY 4.0) Pilch I, Kurasz Z, Turska-Kawa A. 2021. Experiencing fear during the pandemic: validation of the fear of COVID-19 scale in Polish. PeerJ 9:e11263. | link |
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| pilch_2021_fear_covid19 | Fear of COVID-19 Scale (FCV-19S) items, COVID-19 pandemic coping study, Poland (CC BY 4.0) Pilch I, Wardawy P, Probierz E (2021) The predictors of adaptive and maladaptive coping behavior during the COVID-19 pandemic in Poland: The intensity of the disease threat and civilizational trust. PLOS ONE 16(10): e0258606 | link |
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| pilch_2021_ipip20_validation | IPIP-BFM-20 Big Five personality markers, 20 items on a 1-5 accuracy scale, Polish adaptation; 311 Polish adults. (CC BY 4.0) Pilch I, Kurasz Z, Turska-Kawa A. 2021. Experiencing fear during the pandemic: validation of the fear of COVID-19 scale in Polish. PeerJ 9:e11263. | link |
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| pilch_2021_personality_ipip20 | IPIP-BFM-20 short Big Five personality items, COVID-19 pandemic coping study, Poland (CC BY 4.0) Pilch I, Wardawy P, Probierz E (2021) The predictors of adaptive and maladaptive coping behavior during the COVID-19 pandemic in Poland: The intensity of the disease threat and civilizational trust. PLOS ONE 16(10): e0258606 | link |
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| pilch_2021_preventive_behavior | Engagement in preventive behavior during the COVID-19 pandemic, 4 author-constructed items on a 1-5 agreement scale; 383 Polish adults. (CC BY 4.0) Pilch I, Kurasz Z, Turska-Kawa A. 2021. Experiencing fear during the pandemic: validation of the fear of COVID-19 scale in Polish. PeerJ 9:e11263. | link |
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| pilch_2021_preventive_vas | Preventive behaviors during the COVID-19 pandemic, 3 author-constructed items on a 0-100 visual analogue slider; 325 Polish adults. (CC BY 4.0) Pilch I, Kurasz Z, Turska-Kawa A. 2021. Experiencing fear during the pandemic: validation of the fear of COVID-19 scale in Polish. PeerJ 9:e11263. | link |
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| pilch_2021_protection_motivation | Protective Motivation Questionnaire (PMQ) items, COVID-19 pandemic coping study, Poland (CC BY 4.0) Pilch I, Wardawy P, Probierz E (2021) The predictors of adaptive and maladaptive coping behavior during the COVID-19 pandemic in Poland: The intensity of the disease threat and civilizational trust. PLOS ONE 16(10): e0258606 | link |
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| pinedo_2026_genai_utaut2 | UTAUT2 questionnaire on generative-AI tool use (PE, EE, SI, HM, PV, FC, HT, BU, UT blocks), 57 items, 1-5; N = 310 marketing undergraduates in Peru and Costa Rica; cov_age, cov_gender, cov_university. (CC BY 4.0) Pinedo, L. (2026). Survey on the Use of Generative Artificial Intelligence Tools Among Marketing Undergraduates [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.20400330 | link |
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| pinheiro_2023_srq | Psychological Distress (SRQ-20) (CC BY-NC-SA 4.0) Rodrigues, H. M. P. (2023). Trabalho docente e saúde mental de professores brasileiros na pandemia covid-19. | link |
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| pinheiro_2023_trwcas | Teachers' Remote Work Context Assessment Scale (TRWCAS) (CC BY-NC-SA 4.0) Rodrigues, H. M. P. (2023). Trabalho docente e saúde mental de professores brasileiros na pandemia covid-19. | link |
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| pinheiro_2024_naqr | Negative Acts Questionnaire-Revised, 22 items, 1-5; N = 10,148 Brazilian teachers (two split-half samples, cov_sample); cov_sex, cov_race, cov_education, cov_region, cov_teaching_level, cov_age, cov_teaching_years. (CC BY 4.0) Pinheiro, F. P. H. A. (2024). Datasets used to evaluate the psychometric properties of the Negative Acts Questionnaire-Revised (NAQ-R) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.24955368.v2 | link |
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| pinheiro_2024_srq20 | WHO Self-Reporting Questionnaire (SRQ-20), 20 items, 0/1; N = 10,148 Brazilian teachers (two split-half samples, cov_sample); demographics as above. (CC BY 4.0) Pinheiro, F. P. H. A. (2024). Datasets used to evaluate the psychometric properties of the Negative Acts Questionnaire-Revised (NAQ-R) [Data set]. figshare. https://doi.org/10.6084/m9.figshare.24955368.v2 | link |
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| pinho_2026_ai_literacy | AI literacy (awareness, usage, evaluation, ethics), 12 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| pinho_2026_ai_self_efficacy | AI self-efficacy, 6 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| pinho_2026_behavioral_intention | Behavioural intention to use generative AI, 3 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| pinho_2026_effort_expectancy | Effort expectancy of generative AI (UTAUT), 4 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| pinho_2026_facilitating_conditions | Facilitating conditions for generative AI use (UTAUT), 4 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| pinho_2026_genai_reliance | Self-reported reliance on generative AI, 4 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| pinho_2026_genai_task_use | Self-reported task-related generative AI use, 4 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| pinho_2026_genai_writing_use | Self-reported writing-related generative AI use, 7 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| pinho_2026_habit | Habit of generative AI use (UTAUT2), 4 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| pinho_2026_performance_expectancy | Performance expectancy of generative AI (UTAUT), 4 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| pinho_2026_social_influence | Social influence toward generative AI use (UTAUT), 3 items, 1-7, 204 students at Portuguese higher-education institutions (European Portuguese), 2025-2026; cov_gender, cov_age, cov_study_year, cov_field, cov_prior_ai_experience, cov_ai_use_frequency. (CC BY 4.0) Pinho, C. S. B. (2026). Generative AI Use, AI Literacy and Self-Efficacy among Portuguese Higher-Education Students [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33296244.v1 | link |
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| piotrowski_2024_fczkt | Formal Characteristics of Behaviour - Temperament Inventory (FCZ-KT), 42 yes/no items (FCZKT1-42), 0/1; N = 1,471 Polish parents; same covariates as piotrowski_2024_pba. (CC BY 4.0) Piotrowski, K., Bojanowska, A., Szczygieł, D., Mikolajczak, M., & Roskam, I. (2023). Parental burnout at different stages of parenthood: Links with temperament, Big Five traits, and parental identity. Frontiers in Psychology, 14, 1087977. https://doi.org/10.3389/fpsyg.2023.1087977 | link |
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| piotrowski_2024_ipip_bfm20 | IPIP-BFM-20 Big Five markers, 20 items (IPIP1-20), 1-5; N = 1,471 Polish parents; same covariates as piotrowski_2024_pba. (CC BY 4.0) Piotrowski, K., Bojanowska, A., Szczygieł, D., Mikolajczak, M., & Roskam, I. (2023). Parental burnout at different stages of parenthood: Links with temperament, Big Five traits, and parental identity. Frontiers in Psychology, 14, 1087977. https://doi.org/10.3389/fpsyg.2023.1087977 | link |
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| piotrowski_2024_pba | Parental Burnout Assessment, 23 items (PBA1-23), 0-6 frequency; N = 1,471 Polish parents; cov_age, cov_gender, cov_relationship_status, cov_education, cov_residence, cov_child_number, cov_youngest_child_age, cov_child_disability. (CC BY 4.0) Piotrowski, K., Bojanowska, A., Szczygieł, D., Mikolajczak, M., & Roskam, I. (2023). Parental burnout at different stages of parenthood: Links with temperament, Big Five traits, and parental identity. Frontiers in Psychology, 14, 1087977. https://doi.org/10.3389/fpsyg.2023.1087977 | link |
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| piotrowski_2024_umics | Utrecht-Management of Identity Commitments Scale, parental identity, 13 items (UMICS1-13), 1-5; N = 1,471 Polish parents; same covariates as piotrowski_2024_pba. (CC BY 4.0) Piotrowski, K., Bojanowska, A., Szczygieł, D., Mikolajczak, M., & Roskam, I. (2023). Parental burnout at different stages of parenthood: Links with temperament, Big Five traits, and parental identity. Frontiers in Psychology, 14, 1087977. https://doi.org/10.3389/fpsyg.2023.1087977 | link |
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| pirlsmissing_sirt | Data from 2011 PIRLS from one booklet and 4 countries. (GPL-3.0) Robitzsch A (2022). sirt: Supplementary Item Response Theory Models. R package version 3.12-66, https://CRAN.R-project.org/package=sirt. | link |
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| pisa2000_math | Data on math from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2000_read | Data on read from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2000_science | Data on science from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2003_math | Data on math from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2003_problem_solving | Data on problem solving from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2003_read | Data on reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2003_science | Data on science from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2006_math | Data on math from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2006_read | Data on reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2006_science | Data on science from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2009_math | Data on math from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2009_read | Data on reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2009_science | Data on science from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2012_math | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2012_read | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2012_science | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2015_math | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2015_read | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2015_science | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2018_gc | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2018_math | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2018_read | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2018_science | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2022_math | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2022_read | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| pisa2022_science | Data on math, science and reading from a large scale international assessment of 15 year olds (CC BY-NC-SA 3.0) NA | link |
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| piterova-slovak-science-related-populism | This study aims to evaluate the psychometric properties of the Slovak version of the SciPop scale, designed to measure science-related populist attitudes. (CC BY 4.0) Piterová, Ivana. 2024. “Science-Related Populism: Psychometric Properties of the Slovak Version of the SciPop Scale”. Československá Psychologie 68 (2):156-73. https://doi.org/10.51561/cspsych.68.2.156. | link |
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| pklmart_pickleball_2021_2025 competitions · source = "comp" |
pklmart doubles pickleball game results, 2021-2025: 928 games between 789 two-player teams, skill levels 2.5 to Pro, entered by players through the pklmart data-entry tool. One row per game; agent_a = winning team; scores, match, skill level and scoring format kept. (CC BY-NC-SA 4.0) pklmart (2025). pklmart's Competitive Pickleball Extracts (version 6). Kaggle. https://www.kaggle.com/datasets/cakesofspan/pklmarts-competitive-pickleball-extracts | link |
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| pks_probability | Items about elementary probability theory. (GPL-3.0) Wickelmaier, F., Heller, J., & Mollenhauer, J. (2011). pks: Probabilistic Knowledge Structures [Dataset]. https://doi.org/10.32614/cran.package.pks | link |
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| placepulse2_beautiful competitions · source = "comp" |
Place Pulse 2.0: crowdsourced pairwise votes on which of two Google Street View images (56 cities) looks more beautiful, 2013-2019. One row per vote; draws = 'equal'; rater = voter. (CC BY 4.0) Salesses, P., & Hidalgo, C. A. (2020). Place Pulse [Data set]. figshare. https://doi.org/10.6084/m9.figshare.11859993.v1; Salesses, P., Schechtner, K., & Hidalgo, C. A. (2013). The collaborative image of the city: mapping the inequality of urban perception. PLoS ONE, 8(7), e68400. | link |
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| placepulse2_boring competitions · source = "comp" |
Place Pulse 2.0: crowdsourced pairwise votes on which of two Google Street View images (56 cities) looks more boring, 2013-2019. One row per vote; draws = 'equal'; rater = voter. (CC BY 4.0) Salesses, P., & Hidalgo, C. A. (2020). Place Pulse [Data set]. figshare. https://doi.org/10.6084/m9.figshare.11859993.v1; Salesses, P., Schechtner, K., & Hidalgo, C. A. (2013). The collaborative image of the city: mapping the inequality of urban perception. PLoS ONE, 8(7), e68400. | link |
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| placepulse2_depressing competitions · source = "comp" |
Place Pulse 2.0: crowdsourced pairwise votes on which of two Google Street View images (56 cities) looks more depressing, 2013-2019. One row per vote; draws = 'equal'; rater = voter. (CC BY 4.0) Salesses, P., & Hidalgo, C. A. (2020). Place Pulse [Data set]. figshare. https://doi.org/10.6084/m9.figshare.11859993.v1; Salesses, P., Schechtner, K., & Hidalgo, C. A. (2013). The collaborative image of the city: mapping the inequality of urban perception. PLoS ONE, 8(7), e68400. | link |
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| placepulse2_livelier competitions · source = "comp" |
Place Pulse 2.0: crowdsourced pairwise votes on which of two Google Street View images (56 cities) looks livelier, 2013-2019. One row per vote; draws = 'equal'; rater = voter. (CC BY 4.0) Salesses, P., & Hidalgo, C. A. (2020). Place Pulse [Data set]. figshare. https://doi.org/10.6084/m9.figshare.11859993.v1; Salesses, P., Schechtner, K., & Hidalgo, C. A. (2013). The collaborative image of the city: mapping the inequality of urban perception. PLoS ONE, 8(7), e68400. | link |
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| placepulse2_safer competitions · source = "comp" |
Place Pulse 2.0: crowdsourced pairwise votes on which of two Google Street View images (56 cities) looks safer, 2013-2019. One row per vote; draws = 'equal'; rater = voter. (CC BY 4.0) Salesses, P., & Hidalgo, C. A. (2020). Place Pulse [Data set]. figshare. https://doi.org/10.6084/m9.figshare.11859993.v1; Salesses, P., Schechtner, K., & Hidalgo, C. A. (2013). The collaborative image of the city: mapping the inequality of urban perception. PLoS ONE, 8(7), e68400. | link |
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| placepulse2_wealthier competitions · source = "comp" |
Place Pulse 2.0: crowdsourced pairwise votes on which of two Google Street View images (56 cities) looks wealthier, 2013-2019. One row per vote; draws = 'equal'; rater = voter. (CC BY 4.0) Salesses, P., & Hidalgo, C. A. (2020). Place Pulse [Data set]. figshare. https://doi.org/10.6084/m9.figshare.11859993.v1; Salesses, P., Schechtner, K., & Hidalgo, C. A. (2013). The collaborative image of the city: mapping the inequality of urban perception. PLoS ONE, 8(7), e68400. | link |
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| platte_2026_challenges | Embracing challenges (4 items, 1-5 agreement) from 421 Dutch primary-school students, asked separately about mathematics and about language. (CC BY-NC 4.0) Platte, D. (2026). From Beliefs to Action: Examining the Domain-Specific Mediating Role of Mindset-Related Behaviours in the Relationship Between Mindset Beliefs and Academic Achievement in Mathematics and Language Among Primary School Students. DANS Data Station Social Sciences and Humanities. | link |
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| platte_2026_effort | Effort (4 items, 1-5 agreement) from 421 Dutch primary-school students, asked separately about mathematics and about language. (CC BY-NC 4.0) Platte, D. (2026). From Beliefs to Action: Examining the Domain-Specific Mediating Role of Mindset-Related Behaviours in the Relationship Between Mindset Beliefs and Academic Achievement in Mathematics and Language Among Primary School Students. DANS Data Station Social Sciences and Humanities. | link |
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| platte_2026_help_seeking | Help-seeking (4 items, 1-5 agreement) from 421 Dutch primary-school students, asked separately about mathematics and about language. (CC BY-NC 4.0) Platte, D. (2026). From Beliefs to Action: Examining the Domain-Specific Mediating Role of Mindset-Related Behaviours in the Relationship Between Mindset Beliefs and Academic Achievement in Mathematics and Language Among Primary School Students. DANS Data Station Social Sciences and Humanities. | link |
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| platte_2026_mindset_beliefs | Mindset beliefs (6 items, 1-5 agreement) from 421 Dutch primary-school students aged 8-12, asked separately about mathematics and about language (12 item columns). (CC BY-NC 4.0) Platte, D. (2026). From Beliefs to Action: Examining the Domain-Specific Mediating Role of Mindset-Related Behaviours in the Relationship Between Mindset Beliefs and Academic Achievement in Mathematics and Language Among Primary School Students. DANS Data Station Social Sciences and Humanities. | link |
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| platte_2026_mistakes | Learning from mistakes (4 items, 1-5 agreement) from 421 Dutch primary-school students, asked separately about mathematics and about language. (CC BY-NC 4.0) Platte, D. (2026). From Beliefs to Action: Examining the Domain-Specific Mediating Role of Mindset-Related Behaviours in the Relationship Between Mindset Beliefs and Academic Achievement in Mathematics and Language Among Primary School Students. DANS Data Station Social Sciences and Humanities. | link |
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| platte_2026_motivation | Intrinsic motivation (3 items, 1-5 agreement) from 421 Dutch primary-school students, asked separately about mathematics and about language. (CC BY-NC 4.0) Platte, D. (2026). From Beliefs to Action: Examining the Domain-Specific Mediating Role of Mindset-Related Behaviours in the Relationship Between Mindset Beliefs and Academic Achievement in Mathematics and Language Among Primary School Students. DANS Data Station Social Sciences and Humanities. | link |
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| platte_2026_self_monitoring | Self-monitoring (4 items, 1-5 agreement) from 421 Dutch primary-school students, asked separately about mathematics and about language. (CC BY-NC 4.0) Platte, D. (2026). From Beliefs to Action: Examining the Domain-Specific Mediating Role of Mindset-Related Behaviours in the Relationship Between Mindset Beliefs and Academic Achievement in Mathematics and Language Among Primary School Students. DANS Data Station Social Sciences and Humanities. | link |
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| plohl_2025_climate_denial | Climate-change denial battery answered before and after viewing a political deepfake video, by 1,124 respondents in three countries (SOLARIS UC1 experiment): 12 items on a 1-5 scale, each respondent measured at both waves. (CC BY 4.0) Plohl, N., Mlakar, I., Smrke, U., Bisconti, P., & Aquilino, L. (2025). Data from the UC1 Experiments on the perception of deepfake videos and their impact on attitudes [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17520820 | link |
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| plohl_2025_immigration_attitudes | Attitudes-to-immigrants battery answered before and after viewing a political deepfake video, by 1,124 respondents in three countries (SOLARIS UC1 experiment): 14 items on a 1-5 scale, each respondent measured at both waves. (CC BY 4.0) Plohl, N., Mlakar, I., Smrke, U., Bisconti, P., & Aquilino, L. (2025). Data from the UC1 Experiments on the perception of deepfake videos and their impact on attitudes [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17520820 | link |
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| plohl_2025_media_literacy | Media-literacy battery (6 items, 1-5) answered by 1,117 of the 1,124 respondents in the SOLARIS UC1 deepfake experiments. (CC BY 4.0) Plohl, N., Mlakar, I., Smrke, U., Bisconti, P., & Aquilino, L. (2025). Data from the UC1 Experiments on the perception of deepfake videos and their impact on attitudes [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17520820 | link |
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| plohl_2025_pdtq_climate | Perceived Deepfake Trustworthiness Questionnaire (PDTQ, 22 items, 1-7) rated by 1,124 respondents about the climate-change deepfake video they were shown. (CC BY 4.0) Plohl, N., Mlakar, I., Smrke, U., Bisconti, P., & Aquilino, L. (2025). Data from the UC1 Experiments on the perception of deepfake videos and their impact on attitudes [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17520820 | link |
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| plohl_2025_pdtq_immigration | Perceived Deepfake Trustworthiness Questionnaire (PDTQ, 22 items, 1-7) rated by 1,124 respondents about the immigration deepfake video they were shown. (CC BY 4.0) Plohl, N., Mlakar, I., Smrke, U., Bisconti, P., & Aquilino, L. (2025). Data from the UC1 Experiments on the perception of deepfake videos and their impact on attitudes [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17520820 | link |
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| plohl_2025_trust | Generalised-trust battery (4 items, 1-5) answered by 1,117 of the 1,124 respondents in the SOLARIS UC1 deepfake experiments. (CC BY 4.0) Plohl, N., Mlakar, I., Smrke, U., Bisconti, P., & Aquilino, L. (2025). Data from the UC1 Experiments on the perception of deepfake videos and their impact on attitudes [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.17520820 | link |
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| polca_carcinoma | Presence(=1) or absence of carcinoma in uterine cervix (ratings by 7 pathologists) (GPL-3.0) Agresti, Alan. 2002. Categorical Data Analysis, second edition. Hoboken: John Wiley \& Sons. | link |
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| polca_cheating | Responses from undergrads to questions about cheating behaviors (GPL-3.0) Dayton, C. Mitchell. 1998. Latent Class Scaling Analysis. Thousand Oaks, CA: SAGE Publications. | link |
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| polca_election | Questions about how certain statements fit candidates for 2000 US presidential election (GPL-3.0) The National Election Studies (https://electionstudies.org/). THE 2000 NATIONAL ELECTION STUDY [dataset]. Ann Arbor, MI: University of Michigan, Center for Political Studies [producer and distributor]. | link |
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| polca_values | Survey responses to questions about universal values (GPL-3.0) Stouffer, S.A. and J. Toby. 1951. "Role conflict and personality." American Journal of Sociology. 56: 395:406. | link |
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| polgahecimovich_2021_admissions conjoint · source = "conj" |
U.S. Naval Academy midshipmen (n = 582) each chose between 8 pairs of hypothetical applicants to the Academy described by 10 randomized attributes (gender, race/ethnicity, SAT score, class rank, school type, home state, parents' education, family income, extra-curricular interest, recruited athlete). (CC0 1.0) Polga-Hecimovich, J., Carey, J. M., & Horiuchi, Y. (2021). Student attitudes toward campus diversity at the United States Naval Academy: Evidence from conjoint survey experiments. Armed Forces & Society, 47(2), 386-409. | link |
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| polgahecimovich_2021_faculty conjoint · source = "conj" |
U.S. Naval Academy midshipmen (n = 572) each chose between 8 pairs of hypothetical faculty candidates described by 9 randomized attributes (department, position, civil-military status, race/ethnicity, gender, graduate and undergraduate institution, teaching and research record). (CC0 1.0) Polga-Hecimovich, J., Carey, J. M., & Horiuchi, Y. (2021). Student attitudes toward campus diversity at the United States Naval Academy: Evidence from conjoint survey experiments. Armed Forces & Society, 47(2), 386-409. | link |
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| political_psychology | Data on political ideologies (CC BY 4.0) Brandt, M. J., Turner-Zwinkels, F. M., & Kubin, E. (2021). Political Psychology Data from a 26-wave Yearlong Longitudinal Study (2019–2020). Journal of Open Psychology Data, 9(1). 10.5334/jopd.54 | link |
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| polner_2018_ais | Athens Insomnia Scale (8 items, 0-3), Hungarian university students (CC BY 4.0) Polner, B., Simor, P., & Kéri, S. (2018). Insomnia and intellect mask the positive link between schizotypal traits and creativity. PeerJ, 6, e5615. https://doi.org/10.7717/peerj.5615 | link |
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| polner_2018_cra | Compound Remote Associates task, 50 Hungarian problems scored correct/incorrect, university students (CC BY 4.0) Polner, B., Simor, P., & Kéri, S. (2018). Insomnia and intellect mask the positive link between schizotypal traits and creativity. PeerJ, 6, e5615. https://doi.org/10.7717/peerj.5615 | link |
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| polner_2018_ghq12 | General Health Questionnaire-12 (12 items, 1-4), Hungarian university students (CC BY 4.0) Polner, B., Simor, P., & Kéri, S. (2018). Insomnia and intellect mask the positive link between schizotypal traits and creativity. PeerJ, 6, e5615. https://doi.org/10.7717/peerj.5615 | link |
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| polner_2018_olife | Short Oxford-Liverpool Inventory of Feelings and Experiences (sO-LIFE, 43 yes/no schizotypy items), Hungarian university students (CC BY 4.0) Polner, B., Simor, P., & Kéri, S. (2018). Insomnia and intellect mask the positive link between schizotypal traits and creativity. PeerJ, 6, e5615. https://doi.org/10.7717/peerj.5615 | link |
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| polner_2018_rei | Rational-Experiential Inventory (all 40 items, 1-5), Hungarian university students (CC BY 4.0) Polner, B., Simor, P., & Kéri, S. (2018). Insomnia and intellect mask the positive link between schizotypal traits and creativity. PeerJ, 6, e5615. https://doi.org/10.7717/peerj.5615 | link |
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| pop_2023_mp_concern | Microplastics awareness and concern, 3 binary items (heard of microplastics; concern for health; concern for the environment), Romanian respondents. 1,251 responses from 417 respondents on 3 items. (CC BY 4.0) Pop V, Ozunu A, Petrescu DC, Stan AD, Petrescu-Mag RM (2023). The influence of media narratives on microplastics risk perception. PeerJ, 11, e16338. https://doi.org/10.7717/peerj.16338 | link |
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| pop_2023_mp_media | Microplastics information known from the media, 8 items on a 1-7 scale, Romanian respondents. 3,336 responses from 417 respondents on 8 items. (CC BY 4.0) Pop V, Ozunu A, Petrescu DC, Stan AD, Petrescu-Mag RM (2023). The influence of media narratives on microplastics risk perception. PeerJ, 11, e16338. https://doi.org/10.7717/peerj.16338 | link |
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| portella_2022_racial_attitudes | Four-item Likert scale on racial attitudes/norms among Brazilian secondary school students (agreement with statements about race relations, work ethic, and assimilation) (CC0 1.0) A. Portella, C. Kirschbaum, & N. Menezes-Filho, Racial social norms among Brazilian students: Academic performance, popularity, and racial identification, Proc. Natl. Acad. Sci. U.S.A. 119 (27) e2117956119 (2022). | link |
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| portmann_2021_candidate_stereotypes conjoint · source = "conj" |
1,594 Italian partisans (Dynata online panel, May-June 2019) read one vignette in which their preferred party considered nominating a candidate whose name was Italian or Algerian, with no extra information or positive character traits and/or positive civic citizenship. Outcomes: 0-10 likelihood of voting for him, 0-10 support for nominating him, negative/neutral/positive overall evaluation. (CC0 1.0) Portmann, L. (2021). Do stereotypes explain discrimination against minority candidates or discrimination in favor of majority candidates? British Journal of Political Science. | link |
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| portmann_2022_candidate_cues conjoint · source = "conj" |
Swiss respondents (n = 1,000, German-language online survey) chose between two hypothetical male candidates varying name (Swiss or non-Swiss), profession, age, policy focus and number of children; in one arm a competence or political-office cue was added. (CC0 1.0) Portmann, L. (2022). What makes a successful candidate? Political experience and low-information cues in elections. The Journal of Politics, 84(4), 2049-2063. | link |
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| potocnik_2024_diabetes | Psychometric properties of the Slovenian versions of DES-LF and S-DES-SF in adults with T2D measurements (CC0 1.0) Virtič Potočnik, Tina, 2024, "Psychometric Properties of the Slovenian Version of the Diabetes Empowerment Scale", https://doi.org/10.7910/DVN/LMFS1V, Harvard Dataverse, V1 | link |
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| powell_2018_affect | 5-item post-manipulation affective state rating (happy/sad/disgust/proud/compassion, 1-4 Likert), same merged sample as powell_2018_qcae (n=523) (CC BY 4.0) Powell PA, et al (2018). The effects of exposure to images of others' suffering and vulnerability on altruistic, trust-based, and reciprocated economic decision-making. PLOS ONE. | link |
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| powell_2018_memory | 5-item binary incidental memory check (true/false, 0/1), same merged sample as powell_2018_qcae (n=523) (CC BY 4.0) Powell PA, et al (2018). The effects of exposure to images of others' suffering and vulnerability on altruistic, trust-based, and reciprocated economic decision-making. PLOS ONE. | link |
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| powell_2018_qcae | 31-item Questionnaire of Cognitive and Affective Empathy (QCAE, 1-4 Likert), merged Experiment 1+2 sample (n=523) (CC BY 4.0) Powell PA, et al (2018). The effects of exposure to images of others' suffering and vulnerability on altruistic, trust-based, and reciprocated economic decision-making. PLOS ONE. | link |
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| powell_2018_trust | 3-item adapted SOEP-Trust measure (1-4 Likert), same merged sample as powell_2018_qcae (n=523) (CC BY 4.0) Powell PA, et al (2018). The effects of exposure to images of others' suffering and vulnerability on altruistic, trust-based, and reciprocated economic decision-making. PLOS ONE. | link |
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| poza2026_hlseu | Health Literacy Survey EU short-form style screening items, binary correct/incorrect; N=101, 16 items, migrant population in Southern Spain (CC BY 4.0) Poza Méndez, M., Bas Sarmiento, P., Fernández Gutiérrez, M., & Erahmouni, I. (2026). Assessment of health literacy among migrant populations in Southern Spain. figshare. | link |
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| pps_vangsness_2019 | Pure Procrastination Scale (CC BY 4.0) Vangsness, L., Voss, N. M., Maddox, N., Devereaux, V., Martin, E., & Nystrom, C. (2022, January 24). Self-Report Measures of Procrastination Exhibit Inconsistent Concurrent Validity, Predictive Validity, and Psychometric Properties. https://doi.org/10.17605/OSF.IO/R7WCX | link |
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| pradel_2024_speech_types rankings · source = "rank" |
Survey ranking question: full 1-4 ranking of four speech types in a five-arm experiment (cov_treat: 0 control, 1 non-group-related control, 2 uncivil, 3 intolerant, 4 threatening; cov_treatment is the label). 988 respondents, 4 ranked items, 4 rank positions used, 3952 rows. One row per respondent x marked position; item = the option as the source prints it, resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Pradel, F., Zilinsky, J., Kosmidis, S. & Theocharis, Y. 2024. 'Toxic Speech and Limited Demand for Content Moderation on Social Media.' American Political Science Review 118(4). Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| pranckeviciene_2022_gad7 | GAD-7 (7 items), Lithuanian student sample, N=1358 (CC BY 4.0) Pranckeviciene A, Saudargiene A, Gecaite-Stonciene J, Liaugaudaite V, Griskova-Bulanova I, Simkute D, Naginiene R, Dainauskas LL, Ceidaite G, Burkauskas J (2022). Validation of the patient health questionnaire-9 and the generalized anxiety disorder-7 in Lithuanian student sample. PLOS ONE, 17(1), e0263027. https://doi.org/10.1371/journal.pone.0263027 | link |
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| pranckeviciene_2022_phq9 | PHQ-9 (9 items), Lithuanian student sample, N=1358 (CC BY 4.0) Pranckeviciene A, Saudargiene A, Gecaite-Stonciene J, Liaugaudaite V, Griskova-Bulanova I, Simkute D, Naginiene R, Dainauskas LL, Ceidaite G, Burkauskas J (2022). Validation of the patient health questionnaire-9 and the generalized anxiety disorder-7 in Lithuanian student sample. PLOS ONE, 17(1), e0263027. https://doi.org/10.1371/journal.pone.0263027 | link |
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| prasetiyo_2022_act | Attitude toward computer technology, 19 items (affect/anxiety, usefulness, usage), 1-5; N = 901; same covariates. (CC BY 4.0) Prasetiyo, W. H. (2022). Dataset for Measuring Adversity Quotient, Digital Competence, Attitude Computer Technology and Self-Efficacy. Mendeley Data, V1. https://doi.org/10.17632/bdzjtff5bh | link |
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| prasetiyo_2022_aq | Adversity quotient in ICT-supported teaching (control, ownership, reach, endurance), 11 items, 1-5; N = 901 Indonesian teachers; cov_grade_level, cov_gender, cov_age. (CC BY 4.0) Prasetiyo, W. H. (2022). Dataset for Measuring Adversity Quotient, Digital Competence, Attitude Computer Technology and Self-Efficacy. Mendeley Data, V1. https://doi.org/10.17632/bdzjtff5bh | link |
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| prasetiyo_2022_sct | Self-efficacy with computer technology (word processing, email, data storage), 22 items, 1-5; N = 901; same covariates. (CC BY 4.0) Prasetiyo, W. H. (2022). Dataset for Measuring Adversity Quotient, Digital Competence, Attitude Computer Technology and Self-Efficacy. Mendeley Data, V1. https://doi.org/10.17632/bdzjtff5bh | link |
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| prasetiyo_2022_tpack | TPACK (technological pedagogical content knowledge) self-report, 5 items, 1-5; N = 901; same covariates. (CC BY 4.0) Prasetiyo, W. H. (2022). Dataset for Measuring Adversity Quotient, Digital Competence, Attitude Computer Technology and Self-Efficacy. Mendeley Data, V1. https://doi.org/10.17632/bdzjtff5bh | link |
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| prasetiyo_2025_digital_citizenship | Multidimensional digital citizenship competence (DICE+: digital inclusion, information and digital competence, civility and ethics, digital engagement), 13 items, 1-5; N = 2,007 Indonesian prospective civic-education teachers; cov_gender, cov_university_type, cov_parent_education, cov_parent_occupation. (CC BY 4.0) Prasetiyo, W. H. (2025). Dataset of GenAI Preference and Digital Citizenship Multidimensional. Mendeley Data, V1. https://doi.org/10.17632/h4gcfmbk5c | link |
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| prasetiyo_2026_act | Attitude toward Computer Technology (Milbrath & Kinzie 2000), 12 items (1-4); N = 519 Indonesian university lecturers; cov_gender, cov_institution_type, cov_discipline, cov_institutional_support, cov_teaching_mode, cov_collaboration_freq, cov_collaboration_effect. (CC BY 4.0) Prasetiyo, W. H. (2026). Dataset on Digital Competence Practices in Indonesian Universities. Mendeley Data. https://doi.org/10.17632/v8k4k2km69 | link |
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| prasetiyo_2026_digcompedu | DigCompEdu CheckIn self-assessment, 21 items with five ordered proficiency statements each (1-5); N = 519 Indonesian university lecturers; cov_* as for prasetiyo_2026_act. (CC BY 4.0) Prasetiyo, W. H. (2026). Dataset on Digital Competence Practices in Indonesian Universities. Mendeley Data. https://doi.org/10.17632/v8k4k2km69 | link |
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| prasetiyo_2026_sct | Self-Efficacy with Computer Technology (Milbrath & Kinzie 2000), 25 items (1-4); N = 519 Indonesian university lecturers; cov_* as for prasetiyo_2026_act. (CC BY 4.0) Prasetiyo, W. H. (2026). Dataset on Digital Competence Practices in Indonesian Universities. Mendeley Data. https://doi.org/10.17632/v8k4k2km69 | link |
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| prasetyo_2024_massage_parlor conjoint · source = "conj" |
Indonesian adults with massage experience rated 27 fixed stimulus cards describing a massage parlor service by therapist gender, price, duration, room type, massage type and Google review rating (text in Indonesian). 212 respondents, 27 single-profile cards, one 1-7 preference rating. (CC BY 4.0) Prasetyo, Y. T., Cahigas, M. M. L., Tan, A. P., Kurniawan, L. E., Prawiro, S. N., Nadlifatin, R., Gumasing, M. J. J., & Ayuwati, I. D. (2024). The Indonesian consumer perspective on the massage industry: A conjoint analysis approach. PLOS ONE, 19(8), e0308098. | link |
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| prather_2020_foreign_aid_latino conjoint · source = "conj" |
1,000 US Latino adults read a fictional news article about a hunger-relief program officials might cut, with the program's scope (US vs other countries) and the recipients' photo location (Pennsylvania/New Mexico/Africa/Latin America) randomized; outcomes are keep-vs-cut support, moral obligation and closeness. (CC0 1.0) Prather, L. (2020). Transnational ties and support for foreign aid. International Studies Quarterly, 64(1), 133-147. | link |
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| preference_inventory_nom nominal · source = "nom" |
Data on peoples' activity preferences, which corresponds with different parts of the brain (CC BY 4.0) Wagner, Rudolph F., and Kelly A. Wells. "A refined neurobehavioral inventory of hemispheric preference." Journal of clinical psychology 41.5 (1985): 671-676.///Wagner Preference Inventory [dataset and codebook]. http://openpsychometrics.org/_rawdata/Wagner.zip | link |
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| premkumar_2020_bpaq | Buss-Perry Aggression Questionnaire, 29 items scored 1-7, from 104 participants in a study of the path from schizotypy to depression and aggression. (CC BY 4.0) Premkumar, P., Kuipers, E., & Kumari, V. (2020). The path from schizotypy to depression and aggression and the role of family stress. European Psychiatry. | link |
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| premkumar_2020_dass21 | Depression Anxiety Stress Scales-21, 21 items scored 0-3, from 104 participants in a study of the path from schizotypy to depression and aggression. (CC BY 4.0) Premkumar, P., Kuipers, E., & Kumari, V. (2020). The path from schizotypy to depression and aggression and the role of family stress. European Psychiatry. | link |
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| premkumar_2020_lee | Level of Expressed Emotion, 38 items scored 1-4, from 104 participants in a study of the path from schizotypy to depression and aggression. (CC BY 4.0) Premkumar, P., Kuipers, E., & Kumari, V. (2020). The path from schizotypy to depression and aggression and the role of family stress. European Psychiatry. | link |
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| premkumar_2020_olife | Oxford-Liverpool Inventory of Feelings and Experiences, 104 yes/no items, from 104 participants in a study of the path from schizotypy to depression and aggression. (CC BY 4.0) Premkumar, P., Kuipers, E., & Kumari, V. (2020). The path from schizotypy to depression and aggression and the role of family stress. European Psychiatry. | link |
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| preschool_sel_akt | Affect Knowledge Test-Shortened (CC BY 4.0) Bailey, C. S., Korucu, İrem, Eveleigh, A., Schnur, G., Costello, L., Tuttle, M., Knox-Lane, T., Cassidy, C., Ondrusek, A., McNaboe, T., Mazhar, A., & Xie, F. (2023). Preschool Social and Emotional Development Study—Connecticut Dataset. LDbase. https://doi.org/10.33009/ldbase.1680213217.8ed0 | link |
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| preschool_sel_box | Adapted Box Task (CC BY 4.0) Bailey, C. S., Korucu, İrem, Eveleigh, A., Schnur, G., Costello, L., Tuttle, M., Knox-Lane, T., Cassidy, C., Ondrusek, A., McNaboe, T., Mazhar, A., & Xie, F. (2023). Preschool Social and Emotional Development Study—Connecticut Dataset. LDbase. https://doi.org/10.33009/ldbase.1680213217.8ed0 | link |
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| preschool_sel_dn | Day–Night Task (CC BY 4.0) Bailey, C. S., Korucu, İrem, Eveleigh, A., Schnur, G., Costello, L., Tuttle, M., Knox-Lane, T., Cassidy, C., Ondrusek, A., McNaboe, T., Mazhar, A., & Xie, F. (2023). Preschool Social and Emotional Development Study—Connecticut Dataset. LDbase. https://doi.org/10.33009/ldbase.1680213217.8ed0 | link |
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| preschool_sel_emt | Emotion Matching Task (CC BY 4.0) Bailey, C. S., Korucu, İrem, Eveleigh, A., Schnur, G., Costello, L., Tuttle, M., Knox-Lane, T., Cassidy, C., Ondrusek, A., McNaboe, T., Mazhar, A., & Xie, F. (2023). Preschool Social and Emotional Development Study—Connecticut Dataset. LDbase. https://doi.org/10.33009/ldbase.1680213217.8ed0 | link |
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| preschool_sel_htks | Head-Toes-Knees-Shoulders (CC BY 4.0) Bailey, C. S., Korucu, İrem, Eveleigh, A., Schnur, G., Costello, L., Tuttle, M., Knox-Lane, T., Cassidy, C., Ondrusek, A., McNaboe, T., Mazhar, A., & Xie, F. (2023). Preschool Social and Emotional Development Study—Connecticut Dataset. LDbase. https://doi.org/10.33009/ldbase.1680213217.8ed0 | link |
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| preschool_sel_pl | preLAS: The English Language Proficiency Assessment for Early Learners: (CC BY 4.0) Bailey, C. S., Korucu, İrem, Eveleigh, A., Schnur, G., Costello, L., Tuttle, M., Knox-Lane, T., Cassidy, C., Ondrusek, A., McNaboe, T., Mazhar, A., & Xie, F. (2023). Preschool Social and Emotional Development Study—Connecticut Dataset. LDbase. https://doi.org/10.33009/ldbase.1680213217.8ed0 | link |
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| preschool_sel_wj | WoodCock-Johnson IV (CC BY 4.0) Bailey, C. S., Korucu, İrem, Eveleigh, A., Schnur, G., Costello, L., Tuttle, M., Knox-Lane, T., Cassidy, C., Ondrusek, A., McNaboe, T., Mazhar, A., & Xie, F. (2023). Preschool Social and Emotional Development Study—Connecticut Dataset. LDbase. https://doi.org/10.33009/ldbase.1680213217.8ed0 | link |
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| presenteeism_golz_2024 | Translation and Psychometric Testing of the Hägerbäumer Presenteeism Scale in English (CC BY 4.0) Golz, C., Kilcher, G., Gerlach, M. et al. Translation and Psychometric Testing of the Hägerbäumer Presenteeism Scale in English. J Occup Rehabil 34, 863–872 (2024). https://doi.org/10.1007/s10926-024-10174-2 | link |
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| preussmattsson_2022_ownership | Illusory body-ownership questionnaire (6 statements x 4 visuo-vestibular/visuo-tactile sync conditions), 7-point Likert -3 to 3; N=50 (CC BY 4.0) Preuss Mattsson N., Coppi S., Chancel M., Ehrsson H.H. (2022). Combination of visuo-tactile and visuo-vestibular correlations in illusory body ownership and self-motion sensations. PLOS ONE. | link |
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| previc_bohn2023 | Parent reports of expressive vocabulary (CC BY 4.0) Bohn, M., Prein, J. C., Engicht, J., Haun, D., Gagarina, N., & Koch, T. (2023, October 19). PREVIC: An adaptive parent report measure of expressive vocabulary in children between 3 and 8 years of age. https://doi.org/10.31234/osf.io/hvncp | link |
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| prihandoko_2025_ews | Employee Well-Being Score (EWS; burnout, physical health, financial security, balance, care, psychological safety, engagement, retention), 13 items, 1-5, 121 professional employees in Greater Jakarta, Indonesia; cov_gender, cov_age_band. (CC BY 4.0) Prihandoko, D., Rafsanjani, B., & Mathius, R. (2025). More Than Salary: The Reletionship Between a Healthy Work Culture (Well-Being) and Company Profitability [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18056003 | link |
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| prihastiwi_2026_adcap | Adaptive Capital Scale (AdCap), 60 items on a 1-4 scale across five aspects, Indonesian sample; itemcov_aspect carries the aspect. 60,600 responses from 1,010 respondents on 60 items. (CC BY 4.0) Prihastiwi, W. J., & Antawati, D. (2026). Supporting dataset and supplementary materials for the Adaptive Capital Scale (AdCap) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22104768 | link |
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| prilyasinta_2026_connectedness | Balinese language motivation: socio-cultural connectedness, 4 items; 4 items, 1-6; 385 Balinese respondents (pilot n=126, main n=259; Indonesian-language survey); covariates: cov_study and background answers (residence, tourist area, home language, Balinese comprehension/speaking, sex, religion, ethnicity; age band, education, profession for the main sample). (CC BY 4.0) Prilyasinta, N. W., & Purnawan, I. K. (2026). Beyond pride: a tripartite motivation framework for language planning in the Balinese context. Current Issues in Language Planning. https://doi.org/10.1080/14664208.2026.2646706 | link |
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| prilyasinta_2026_identity | Balinese language motivation: sense of identity, 3 items; 3 items, 1-6; 385 Balinese respondents (pilot n=126, main n=259; Indonesian-language survey); covariates: cov_study and background answers (residence, tourist area, home language, Balinese comprehension/speaking, sex, religion, ethnicity; age band, education, profession for the main sample). (CC BY 4.0) Prilyasinta, N. W., & Purnawan, I. K. (2026). Beyond pride: a tripartite motivation framework for language planning in the Balinese context. Current Issues in Language Planning. https://doi.org/10.1080/14664208.2026.2646706 | link |
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| prilyasinta_2026_intensity | Balinese language motivation intensity, 9 items; 9 items, 1-6; 385 Balinese respondents (pilot n=126, main n=259; Indonesian-language survey); covariates: cov_study and background answers (residence, tourist area, home language, Balinese comprehension/speaking, sex, religion, ethnicity; age band, education, profession for the main sample). (CC BY 4.0) Prilyasinta, N. W., & Purnawan, I. K. (2026). Beyond pride: a tripartite motivation framework for language planning in the Balinese context. Current Issues in Language Planning. https://doi.org/10.1080/14664208.2026.2646706 | link |
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| prilyasinta_2026_multilingualism | Balinese language motivation: multilingualism goals, 3 items; 3 items, 1-6; 385 Balinese respondents (pilot n=126, main n=259; Indonesian-language survey); covariates: cov_study and background answers (residence, tourist area, home language, Balinese comprehension/speaking, sex, religion, ethnicity; age band, education, profession for the main sample). (CC BY 4.0) Prilyasinta, N. W., & Purnawan, I. K. (2026). Beyond pride: a tripartite motivation framework for language planning in the Balinese context. Current Issues in Language Planning. https://doi.org/10.1080/14664208.2026.2646706 | link |
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| prilyasinta_2026_pilot_items | Balinese language motivation questionnaire: the 16 pilot items not retained for the main study (pilot sample only); 16 items, 1-6; 126 Balinese respondents (pilot n=126, main n=259; Indonesian-language survey); covariates: cov_study and background answers (residence, tourist area, home language, Balinese comprehension/speaking, sex, religion, ethnicity; age band, education, profession for the main sample). (CC BY 4.0) Prilyasinta, N. W., & Purnawan, I. K. (2026). Beyond pride: a tripartite motivation framework for language planning in the Balinese context. Current Issues in Language Planning. https://doi.org/10.1080/14664208.2026.2646706 | link |
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| prilyasinta_2026_responsibility | Balinese language motivation: sense of responsibility, 4 items; 4 items, 1-6; 385 Balinese respondents (pilot n=126, main n=259; Indonesian-language survey); covariates: cov_study and background answers (residence, tourist area, home language, Balinese comprehension/speaking, sex, religion, ethnicity; age band, education, profession for the main sample). (CC BY 4.0) Prilyasinta, N. W., & Purnawan, I. K. (2026). Beyond pride: a tripartite motivation framework for language planning in the Balinese context. Current Issues in Language Planning. https://doi.org/10.1080/14664208.2026.2646706 | link |
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| project_kids_ctopp | Comprehensive Test of Phonological Processing (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_kbit | Kaufman Brief intelligence Test Matrices (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_told_grade | TOLD grammatical completion subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_told_wave | TOLD grammatical completion subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_topel | Test of Preschool Early Literacy (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_tosrec | Test of Silent Reading Efficiency and Comprehension (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_ak_grade | Woodcock-Johnson academic knowledge subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_ak_wave | Woodcock-Johnson academic knowledge subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_ap | Woodcock-Johnson Applied Problems subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_lwid_grade | Woodcock-Johnson Letter Word ID subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_lwid_wave | Woodcock-Johnson Letter Word ID subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_mf | TOLD Math Fluency subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_pc_grade | Woodcock-Johnson Passage comprehension subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_pc_wave | Woodcock-Johnson Passage comprehension subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_pv_grade | Woodcock-Johnson picture vocabulary subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_pv_wave | Woodcock-Johnson picture vocabulary subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_qc | Woodcock-Johnson Qualitative Concepts subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_sa | Woodcock-Johnson Sound Awareness subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_spell_grade | Woodcock-Johnson Spelling subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_spell_wave | Woodcock-Johnson Spelling subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_wa_grade | Woodcock-Johnson Word attack subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_wa_wave | Woodcock-Johnson Word attack subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| project_kids_wj_wf | Woodcock-Johnson writing fluency subtest (CC BY 4.0) Hart, S. A., Otaiba, S. A., Connor, C., & Norris, C. U. (2021). Project KIDS Item level Data. LDbase. https://doi.org/10.33009/ldbase.1620837890.bcf8 | link |
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| prokop_2021_digital_services conjoint · source = "conj" |
German online respondents (Qualtrics panel, Dec 2019; n = 1,255) each rated three text vignettes about applying for a municipal service, randomizing the service (passport, certificate of good conduct, social-housing permit), the interface (app, self-service terminal, clerk) and service quality (on time, delayed, delayed with apology); ratings of satisfaction with the procedure and with the result (9-point). (CC0 1.0) Prokop, C., & Tepe, M. (2022). Talk or type? The effect of digital interfaces on citizens' satisfaction with standardized public services. Public Administration, 100(2), 427-433. | link |
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| promis1wave1_anger | Data from the Anger scale in the Wave 1 PROMIS study. (CC0 1.0) Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., ... & Hays, R. (2010). Initial adult health item banks and first wave testing of the patient-reported outcomes measurement information system (PROMIS™) network: 2005–2008. Journal of clinical epidemiology, 63(11), 1179. Cella, David, 2015, "PROMIS 1 Wave 1", https://doi.org/10.7910/DVN/0NGAKG, Harvard Dataverse, V3, UNF:6:sXYqKDzGWfX7QuTXNGpjGQ== [fileUNF] | link |
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| promis1wave1_anxiety | Data from the anxiety Scale in the Wave 1 PROMIS study. (CC0 1.0) Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., ... & Hays, R. (2010). Initial adult health item banks and first wave testing of the patient-reported outcomes measurement information system (PROMIS™) network: 2005–2008. Journal of clinical epidemiology, 63(11), 1179. Cella, David, 2015, "PROMIS 1 Wave 1", https://doi.org/10.7910/DVN/0NGAKG, Harvard Dataverse, V3, UNF:6:sXYqKDzGWfX7QuTXNGpjGQ== [fileUNF] | link |
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| promis1wave1_cesd | Data from the CESD Scale in the Wave 1 PROMIS study. (CC0 1.0) Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., ... & Hays, R. (2010). Initial adult health item banks and first wave testing of the patient-reported outcomes measurement information system (PROMIS™) network: 2005–2008. Journal of clinical epidemiology, 63(11), 1179. Cella, David, 2015, "PROMIS 1 Wave 1", https://doi.org/10.7910/DVN/0NGAKG, Harvard Dataverse, V3, UNF:6:sXYqKDzGWfX7QuTXNGpjGQ== [fileUNF] | link |
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| promis1wave1_depression | Data from the depression Scale in the Wave 1 PROMIS study. (CC0 1.0) Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., ... & Hays, R. (2010). Initial adult health item banks and first wave testing of the patient-reported outcomes measurement information system (PROMIS™) network: 2005–2008. Journal of clinical epidemiology, 63(11), 1179. Cella, David, 2015, "PROMIS 1 Wave 1", https://doi.org/10.7910/DVN/0NGAKG, Harvard Dataverse, V3, UNF:6:sXYqKDzGWfX7QuTXNGpjGQ== [fileUNF] | link |
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| promis1wave1_fatigue | Data from the fatigue Scale in the Wave 1 PROMIS study. (CC0 1.0) Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., ... & Hays, R. (2010). Initial adult health item banks and first wave testing of the patient-reported outcomes measurement information system (PROMIS™) network: 2005–2008. Journal of clinical epidemiology, 63(11), 1179. Cella, David, 2015, "PROMIS 1 Wave 1", https://doi.org/10.7910/DVN/0NGAKG, Harvard Dataverse, V3, UNF:6:sXYqKDzGWfX7QuTXNGpjGQ== [fileUNF] | link |
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| promis1wave1_haq | Data from the HAQ disability Scale in the Wave 1 PROMIS study. (CC0 1.0) Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., ... & Hays, R. (2010). Initial adult health item banks and first wave testing of the patient-reported outcomes measurement information system (PROMIS™) network: 2005–2008. Journal of clinical epidemiology, 63(11), 1179. Cella, David, 2015, "PROMIS 1 Wave 1", https://doi.org/10.7910/DVN/0NGAKG, Harvard Dataverse, V3, UNF:6:sXYqKDzGWfX7QuTXNGpjGQ== [fileUNF] | link |
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| promis1wave1_pain | Data from the pain Scale in the Wave 1 PROMIS study. (CC0 1.0) Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., ... & Hays, R. (2010). Initial adult health item banks and first wave testing of the patient-reported outcomes measurement information system (PROMIS™) network: 2005–2008. Journal of clinical epidemiology, 63(11), 1179. Cella, David, 2015, "PROMIS 1 Wave 1", https://doi.org/10.7910/DVN/0NGAKG, Harvard Dataverse, V3, UNF:6:sXYqKDzGWfX7QuTXNGpjGQ== [fileUNF] | link |
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| promis1wave1_physicalfunction | Data from the physical functioning Scale in the Wave 1 PROMIS study. (CC0 1.0) Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., ... & Hays, R. (2010). Initial adult health item banks and first wave testing of the patient-reported outcomes measurement information system (PROMIS™) network: 2005–2008. Journal of clinical epidemiology, 63(11), 1179. Cella, David, 2015, "PROMIS 1 Wave 1", https://doi.org/10.7910/DVN/0NGAKG, Harvard Dataverse, V3, UNF:6:sXYqKDzGWfX7QuTXNGpjGQ== [fileUNF] | link |
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| promis1wave1_social | Data from the social roles & social activities Scales in the Wave 1 PROMIS study. (CC0 1.0) Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., ... & Hays, R. (2010). Initial adult health item banks and first wave testing of the patient-reported outcomes measurement information system (PROMIS™) network: 2005–2008. Journal of clinical epidemiology, 63(11), 1179. Cella, David, 2015, "PROMIS 1 Wave 1", https://doi.org/10.7910/DVN/0NGAKG, Harvard Dataverse, V3, UNF:6:sXYqKDzGWfX7QuTXNGpjGQ== [fileUNF] | link |
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| promis_BrummerHoffman_2021 | PROMIS anxiety and depression scales (CC BY 4.0) de Souza Brümmer, R., Krause, K. R., Salum, G. A., de Almeida Fleck, M. P., Porto, I. M., do Amaral, J. V., ... & Hoffmann, M. S. (2024). Beyond frequency: Evaluating the validity of assessing the context, duration, ability and botherement of depression and anxiety symptoms in south Brazil. Psychological Assessment. | link |
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| protestant_workethic | Data from an online survey that collects participants' sentiments on various "protestant work ethic" statements (CC BY 4.0) Protestant Work Ethic Scale [dataset and codebook]. http://openpsychometrics.org/_rawdata/PWE_data.zip | link |
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| prpt_hellmann_2021_achievementmotive | With the Achievement Motives Scale, we measured the two dimensions hope of success and fear of failure (CC BY-NC-ND) Hellmann, J. H., Schlechter, P., Knausenberger, J., Bollwerk, M., Geukes, K., & Back, M. D. (2021). Measuring perceived realistic physical threat imposed by migrants. European Journal of Psychological Assessment. | link |
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| prpt_hellmann_2021_conscientiousness | We used the 12-item version of the conscientiousness subscale of the Big Five Inventory-2 (CC BY-NC-ND) Hellmann, J. H., Schlechter, P., Knausenberger, J., Bollwerk, M., Geukes, K., & Back, M. D. (2021). Measuring perceived realistic physical threat imposed by migrants. European Journal of Psychological Assessment. | link |
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| prpt_hellmann_2021_fearofcrime | Fear of crime was assessed on a two-dimensional scale with the facets of cognitive fear of crime and affective fear of crime (CC BY-NC-ND) Hellmann, J. H., Schlechter, P., Knausenberger, J., Bollwerk, M., Geukes, K., & Back, M. D. (2021). Measuring perceived realistic physical threat imposed by migrants. European Journal of Psychological Assessment. | link |
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| prpt_hellmann_2021_realisticthreat | We defined the construct of PRPT as “the perceived threat to one’s own or similar others’ physical integrity imposed by migrants (CC BY-NC-ND) Hellmann, J. H., Schlechter, P., Knausenberger, J., Bollwerk, M., Geukes, K., & Back, M. D. (2021). Measuring perceived realistic physical threat imposed by migrants. European Journal of Psychological Assessment. | link |
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| prpt_hellmann_2021_selfesteem | We included the Self-Esteem scale by Rosenberg (CC BY-NC-ND) Hellmann, J. H., Schlechter, P., Knausenberger, J., Bollwerk, M., Geukes, K., & Back, M. D. (2021). Measuring perceived realistic physical threat imposed by migrants. European Journal of Psychological Assessment. | link |
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| prpt_hellmann_2021_threat | we assessed symbolic threat with seven items (e.g., “Migrants and Germans have different values”), and realistic threat with eight items (CC BY-NC-ND) Hellmann, J. H., Schlechter, P., Knausenberger, J., Bollwerk, M., Geukes, K., & Back, M. D. (2021). Measuring perceived realistic physical threat imposed by migrants. European Journal of Psychological Assessment. | link |
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| przybylski_2016_igd | DSM-5 Internet Gaming Disorder indicator checklist (preoccupation, withdrawal, tolerance, loss of control, continuing despite problems, deceiving, escape, giving up other activities, jeopardising relationships/opportunities; plus distress in Study 2), 0 = not endorsed, 1 = endorsed. Google Surveys respondents who play games: Study 1 UK adults 18+ (n=1,617), Study 2 18-24 year-olds in the US, UK, Canada and Germany (n=7,041); cov_study, cov_country. Includes cov_mischievous (endorsed a fictitious game). N=8,658. (CC BY 4.0) Przybylski AK (2016). Mischievous responding in Internet Gaming Disorder research. PeerJ, 4, e2401. https://doi.org/10.7717/peerj.2401 | link |
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| psa001_jones_2021_face_traits | PSA001: 120 Chicago Face Database faces rated 1-9 on one of 13 traits by 13,571 raters in 40 labs, each face rated twice per rater (trial_block). Stimulus-norms shape: id = face, item = trait, rater = participant; rt in seconds, trial_order. 2,996,377 ratings. 2,996,377 rows. (CC BY 4.0) Jones, B. C., DeBruine, L. M., Flake, J. K., Liuzza, M. T., Antfolk, J., Arinze, N. C., ... & Coles, N. A. (2021). To which world regions does the valence-dominance model of social perception apply? Nature Human Behaviour, 5(1), 159-169. | link |
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| psacr001_dorison_2022_anxiety | PSACR001: three anxiety items (1-5) after a loss- or gain-framed health message; 15,929 online participants in 84 countries. treat = 1 loss frame, 0 gain frame; cov_country, cov_panel. 47,787 rows. (CC0 1.0) Dorison, C. A., Lerner, J. S., Heller, B. H., Rothman, A. J., Kawachi, I. I., Wang, K., ... & Coles, N. A. (2022). In COVID-19 health messaging, loss framing increases anxiety with little-to-no concomitant benefits: Experimental evidence from 84 countries. Affective Science, 3(3), 577-602. | link |
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| psacr001_dorison_2022_behint | PSACR001: four COVID-19 behavioural-intention items (1-7) after a loss- or gain-framed health message; 15,929 online participants in 84 countries. treat = 1 loss frame, 0 gain frame; cov_country, cov_panel. 63,716 rows. (CC0 1.0) Dorison, C. A., Lerner, J. S., Heller, B. H., Rothman, A. J., Kawachi, I. I., Wang, K., ... & Coles, N. A. (2022). In COVID-19 health messaging, loss framing increases anxiety with little-to-no concomitant benefits: Experimental evidence from 84 countries. Affective Science, 3(3), 577-602. | link |
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| psacr001_dorison_2022_policy | PSACR001: five COVID-19 policy-support items (1-7) after a loss- or gain-framed health message; 15,929 online participants in 84 countries. treat = 1 loss frame, 0 gain frame; cov_country, cov_panel. 79,645 rows. (CC0 1.0) Dorison, C. A., Lerner, J. S., Heller, B. H., Rothman, A. J., Kawachi, I. I., Wang, K., ... & Coles, N. A. (2022). In COVID-19 health messaging, loss framing increases anxiety with little-to-no concomitant benefits: Experimental evidence from 84 countries. Affective Science, 3(3), 577-602. | link |
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| psacr002_wang_2021_emotion | PSACR002: sixteen emotion items (1-5; eight negative, eight positive) at baseline (wave 0) and after a brief reappraisal intervention (wave 1); 21,645 participants in 88 countries. treat = 1 reappraisal (reconstrual, repurposing), 0 control; cov_condition, cov_country, cov_month. 689,242 rows. (CC0 1.0) Wang, K., Goldenberg, A., Dorison, C. A., Miller, J. K., Uusberg, A., Lerner, J. S., Gross, J. J., ... & Moshontz, H. (2021). A multi-country test of brief reappraisal interventions on emotions during the COVID-19 pandemic. Nature Human Behaviour, 5(8), 1089-1110. | link |
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| psacr003_legate_2022_avoidance | PSACR003: six items (1-7) on avoiding crowds, gatherings with friends and non-essential shopping, currently and in the next week; 20,035 participants. treat = 1 any message, 0 none; cov_condition, cov_language, cov_recruit. 115,868 rows. (CC BY 4.0) Legate, N., Nguyen, T. T., Weinstein, N., Moller, A., Legault, L., Vally, Z., ... & Primbs, M. (2022). A global experiment on motivating social distancing during the COVID-19 pandemic. Proceedings of the National Academy of Sciences, 119(22), e2111091119. | link |
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| psacr003_legate_2022_manipcheck | PSACR003: three perceived-message items (1-7: offers choices, insensitive to needs, pressures); 20,035 participants. treat = 1 any message, 0 none; cov_condition, cov_language, cov_recruit. 55,993 rows. (CC BY 4.0) Legate, N., Nguyen, T. T., Weinstein, N., Moller, A., Legault, L., Vally, Z., ... & Primbs, M. (2022). A global experiment on motivating social distancing during the COVID-19 pandemic. Proceedings of the National Academy of Sciences, 119(22), e2111091119. | link |
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| psacr003_legate_2022_motivation | PSACR003: eight motivation-to-social-distance items (1-7) after an autonomy-supportive, controlling or no message; 20,035 participants in 49 languages. treat = 1 any message, 0 none; cov_condition, cov_language, cov_recruit. 152,838 rows. (CC BY 4.0) Legate, N., Nguyen, T. T., Weinstein, N., Moller, A., Legault, L., Vally, Z., ... & Primbs, M. (2022). A global experiment on motivating social distancing during the COVID-19 pandemic. Proceedings of the National Academy of Sciences, 119(22), e2111091119. | link |
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| psacr003_legate_2022_reactance | PSACR003: four defiance/reactance items (1-7) about social-distancing recommendations; 20,035 participants. treat = 1 any message, 0 none; cov_condition, cov_language, cov_recruit. 75,907 rows. (CC BY 4.0) Legate, N., Nguyen, T. T., Weinstein, N., Moller, A., Legault, L., Vally, Z., ... & Primbs, M. (2022). A global experiment on motivating social distancing during the COVID-19 pandemic. Proceedings of the National Academy of Sciences, 119(22), e2111091119. | link |
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| psiq_woelk2022 | Dutch Version of the Plymouth Sensory Imagery Questionnaire (CC BY 4.0) Woelk, M., Hagenaars, M. A., & Krans, J. (2022). Validation of the Dutch version of the Plymouth Sensory Imagery Questionnaire. European Journal of Psychological Assessment. | link |
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| psychoneurotic_inventory | Data from online participants on the Woodworth Psychoneurotic Inventory, which is considered by some to be the first personality test (CC BY 4.0) Woodworth Psychoneurotic Inventory [dataset and codebook]. http://openpsychometrics.org/_rawdata/WPI.zip | link |
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| psychotools_conspiracist | Measure of belief in conspiracy theories (GPL-3.0) Brotherton R, French CC, Pickering AD (2013). Measuring Belief in Conspiracy Theories: The Generic Conspiracist Beliefs Scale. Frontiers in Psychology, 4, 279. | link |
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| psychotools_gratitude_gac | The GAC is the sum of the affect adjectives grateful, thankful, and appreciative. The GAC can be used to measure gratitude as an emotion, mood, or disposition depending on the timeframe specified in the instructions (GPL-3.0) Froh, J. J., Fan, J., Emmons, R. A., Bono, G., Huebner, E. S., & Watkins, P. (2011). Measuring gratitude in youth: Assessing the psychometric properties of adult gratitude scales in children and adolescents. Psychological Assessment, 23(2), 311–324. https://doi.org/10.1037/a0021590 | link |
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| psychotools_gratitude_gart | measures adults’ sense of abundance in life and appreciation of others. (GPL-3.0) Froh, J. J., Fan, J., Emmons, R. A., Bono, G., Huebner, E. S., & Watkins, P. (2011). Measuring gratitude in youth: Assessing the psychometric properties of adult gratitude scales in children and adolescents. Psychological Assessment, 23(2), 311–324. https://doi.org/10.1037/a0021590 | link |
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| psychotools_gratitude_gq6 | a six-item self-report scale for measuring a grateful disposition in adult populations (GPL-3.0) Froh, J. J., Fan, J., Emmons, R. A., Bono, G., Huebner, E. S., & Watkins, P. (2011). Measuring gratitude in youth: Assessing the psychometric properties of adult gratitude scales in children and adolescents. Psychological Assessment, 23(2), 311–324. https://doi.org/10.1037/a0021590 | link |
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| psychotools_mathexam | Responses to math exam (GPL-3.0) Zeileis A, Umlauf N, Leisch F (2014). Flexible Generation of E-Learning Exams in R: Moodle Quizzes, OLAT Assessments, and Beyond. Journal of Statistical Software, 58(1), 1–36. doi:10.18637/jss.v058.i01 | link |
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| psychtools_Athenstaedt | Gender role self-concept inventory (GPL-3.0) Ursula Athenstaedt (2003) On the Content and Structure of the Gender Role Self-Concept: Including Gender-Stereotypical Behaviors in Addition to Traits. Psychology of Women Quarterly, 27, 309-318. doi: 10.1111/1471-6402.00111. | link |
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| psychtools_ability | Data from the Synthetic Aperture Personality Assessment personality and ability test (GPL-3.0) Revelle, William, Dworak, Elizabeth M. and Condon, David (2020) Cognitive ability in everyday life: the utility of open-source measures. Current Directions in Psychological Science, 29, (4) 358-363. Open access at doi:10.1177/0963721420922178. | link |
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| psychtools_ability_nom nominal · source = "nom" |
Nominal companion of psychtools_ability: 16 ICAR items (reasoning, letter series, matrices, 3D rotation), 1,525 respondents; text = option chosen (psychTools iqitems), resp = correct. (GPL-3.0) Revelle, William, Dworak, Elizabeth M. and Condon, David (2020) Cognitive ability in everyday life: the utility of open-source measures. Current Directions in Psychological Science, 29, (4) 358-363. | link |
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| psychtools_bfi | ipip personality data from the SAPA project (GPL-3.0) Revelle, W., Wilt, J., and Rosenthal, A. (2010) Individual Differences in Cognition: New Methods for examining the Personality-Cognition Link In Gruszka, A. and Matthews, G. and Szymura, B. (Eds.) Handbook of Individual Differences in Cognition: Attention, Memory and Executive Control, Springer. | link |
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| psychtools_blot | Bond's Logical Operations Test (GPL-3.0) T.G. Bond. BLOT:Bond’s Logical Operations Test. Townsville, Australia: James Cook University. (Original work published 1976), 1995 | link |
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| psychtools_epi | Eysenck Personality Inventory (GPL-3.0) Eysenck, H.J. and Eysenck, S. B.G. (1968). Manual for the Eysenck Personality Inventory.Educational and Industrial Testing Service, San Diego, CA. | link |
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| psychtools_geras | Gender-related activities survey (GPL-3.0) Gruber, Freya M. and Distlberger, Eva and Scherndl, Thomas and Ortner, Tuulia M. and Pletzer, Belinda (2020) Psychometric properties of the multifaceted Gender-Related Attributes Survey (GERAS) European Journal of Psychological Assessment, 36, (4) 612-623. | link |
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| psychtools_msq | Motivational State Questionnaire (GPL-3.0) Revelle, W. and Anderson, K.J. (1998) Personality, motivation and cognitive performance: Final report to the Army Research Institute on contract MDA 903-93-K-0008. (https://www.personality-project. org/revelle/publications/ra.ari.98.pdf). | link |
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| psychtools_sai | State anxiety data over multiple studies (GPL-3.0) Revelle, William and Anderson, Kristen Joan (1997) Personality, motivation and cognitive performance: Final report to the Army Research Institute on contract MDA 903-93-K-0008 | link |
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| ptacek2023_aaq2 | AAQ-II (Acceptance and Action Questionnaire-II) — Czech translation; N=299, 7 items, 0-6 scale (CC BY 4.0) Ptáček, M., & Jelínek, M. (2023). Assessing psychological flexibility: The psychometric properties of the Czech translation of the CompACT questionnaire. OSF. | link |
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| ptacek2023_compact | CompACT (Comprehensive assessment of Acceptance and Commitment Therapy processes) — Czech translation; N=299, 23 items, 0-6 scale (CC BY 4.0) Ptáček, M., & Jelínek, M. (2023). Assessing psychological flexibility: The psychometric properties of the Czech translation of the CompACT questionnaire. OSF. | link |
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| ptacek2023_dass21 | DASS-21 (Depression Anxiety Stress Scales) — Czech translation; N=299, 21 items, 0-3 scale (CC BY 4.0) Ptáček, M., & Jelínek, M. (2023). Assessing psychological flexibility: The psychometric properties of the Czech translation of the CompACT questionnaire. OSF. | link |
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| ptacek2023_swls | SWLS (Satisfaction With Life Scale) — Czech translation; N=299, 5 items, 0-6 scale (CC BY 4.0) Ptáček, M., & Jelínek, M. (2023). Assessing psychological flexibility: The psychometric properties of the Czech translation of the CompACT questionnaire. OSF. | link |
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| ptam1_immer | Ratings of students (Example 3 of ConQuest manual (GPL-3.0) n/a | link |
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| ptcichina_zhan_2024 | The Posttraumatic Cognitions Inventory (PTCI) is a widely used self-report tool to assess negative posttraumatic cognitions about self, world, and self-blame (CC BY 4.0) Zhan, N. (2024, September 4). Factor structure, measurement invariance, and psychometric properties of the Posttraumatic Cognitions Inventory (PTCI) and its brief version (PTCI-9) in Chinese adolescents and adults. https://doi.org/10.17605/OSF.IO/TJ8RH | link |
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| pugliese_2023_bcsq12 | Burnout Clinical Subtypes Questionnaire (BCSQ-12), 12 items, 1-7 as deposited (overload, lack of development, neglect). 2,813 licensed physical therapists across the United States, Dec 2020-Jan 2021. Covariates: age, gender, race/ethnicity, state, years of experience, setting, care delivery model, degree, weekly patient-care hours, self-reported burnout. (CC0 1.0) Pugliese, M., Brismee, J.-M., Allen, B., Riley, S., Tammany, J., & Mintken, P. (2023). Mentorship and self-efficacy are associated with lower burnout in physical therapists in the United States: a cross-sectional survey study. Journal of Educational Evaluation for Health Professions, 20, 27. https://doi.org/10.3352/jeehp.2023.20.27 | link |
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| pugliese_2023_gses | General Self-Efficacy Scale (GSES), 10 items, 1-4 as deposited, in canonical item order. 2,813 licensed physical therapists across the United States, Dec 2020-Jan 2021. Covariates: age, gender, race/ethnicity, state, years of experience, setting, care delivery model, degree, weekly patient-care hours, self-reported burnout. (CC0 1.0) Pugliese, M., Brismee, J.-M., Allen, B., Riley, S., Tammany, J., & Mintken, P. (2023). Mentorship and self-efficacy are associated with lower burnout in physical therapists in the United States: a cross-sectional survey study. Journal of Educational Evaluation for Health Professions, 20, 27. https://doi.org/10.3352/jeehp.2023.20.27 | link |
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| purizaca_2012_parenting_styles | A 45-item parenting-styles questionnaire scored 1-4 (democratic, authoritarian and permissive item blocks), reported by 100 fifth-cycle primary pupils in Callao, Peru, 2012. (CC0 1.0) Purizaca-Amaya, M. (2015). Estilos educativos parentales y autoestima en alumnos de quinto ciclo de primaria de una institucion educativa del Callao [Dataset]. Zenodo. | link |
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| purizaca_2012_self_esteem | A 16-item self-esteem scale scored 1-5, from 100 fifth-cycle primary pupils in Callao, Peru, 2012. (CC0 1.0) Purizaca-Amaya, M. (2015). Estilos educativos parentales y autoestima en alumnos de quinto ciclo de primaria de una institucion educativa del Callao [Dataset]. Zenodo. | link |
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| purnama_2023_attitude | Attitude towards dengue control, 9 items, 1-5 (strongly disagree-strongly agree); N = 515 adult residents of Denpasar, Indonesia (online survey). (CC0 1.0) Purnama, S. G., Susanna, D., Achmadi, U. F., & Eryando, T. (2023). Attitude towards dengue control efforts with the potential of digital technology during COVID-19: partial least squares-structural equation modeling. F1000Research, 11, 1283. https://doi.org/10.12688/f1000research.125318.2 | link |
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| purnama_2023_constraints | Perception of dengue-control program constraints, 8 items, 1-5 (strongly disagree-strongly agree); N = 515 adult residents of Denpasar, Indonesia (online survey). (CC0 1.0) Purnama, S. G., Susanna, D., Achmadi, U. F., & Eryando, T. (2023). Attitude towards dengue control efforts with the potential of digital technology during COVID-19: partial least squares-structural equation modeling. F1000Research, 11, 1283. https://doi.org/10.12688/f1000research.125318.2 | link |
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| purnama_2023_digital_need | Perception of digital technology needs for dengue control, 8 items, 1-5 (strongly disagree-strongly agree); N = 515 adult residents of Denpasar, Indonesia (online survey). (CC0 1.0) Purnama, S. G., Susanna, D., Achmadi, U. F., & Eryando, T. (2023). Attitude towards dengue control efforts with the potential of digital technology during COVID-19: partial least squares-structural equation modeling. F1000Research, 11, 1283. https://doi.org/10.12688/f1000research.125318.2 | link |
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| purnama_2023_environment | Perception of environmental factors in dengue, 8 items, 1-5 (strongly disagree-strongly agree); N = 515 adult residents of Denpasar, Indonesia (online survey). (CC0 1.0) Purnama, S. G., Susanna, D., Achmadi, U. F., & Eryando, T. (2023). Attitude towards dengue control efforts with the potential of digital technology during COVID-19: partial least squares-structural equation modeling. F1000Research, 11, 1283. https://doi.org/10.12688/f1000research.125318.2 | link |
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| purnama_2023_program_benefit | Perception of dengue-control program benefits, 7 items, 1-5 (strongly disagree-strongly agree); N = 515 adult residents of Denpasar, Indonesia (online survey). (CC0 1.0) Purnama, S. G., Susanna, D., Achmadi, U. F., & Eryando, T. (2023). Attitude towards dengue control efforts with the potential of digital technology during COVID-19: partial least squares-structural equation modeling. F1000Research, 11, 1283. https://doi.org/10.12688/f1000research.125318.2 | link |
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| purnama_2023_threat | Perception of being threatened with dengue, 6 items, 1-5 (strongly disagree-strongly agree); N = 515 adult residents of Denpasar, Indonesia (online survey). (CC0 1.0) Purnama, S. G., Susanna, D., Achmadi, U. F., & Eryando, T. (2023). Attitude towards dengue control efforts with the potential of digital technology during COVID-19: partial least squares-structural equation modeling. F1000Research, 11, 1283. https://doi.org/10.12688/f1000research.125318.2 | link |
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| puro_2025_prompta_writing | Timed writing-task rubric scores across 3 rounds + pre/post test, 11 items, N=46 (CC BY 4.0) Puro, V., et al. (2025). PROMPTa - A multifaceted assessment approach to develop writing skills. PLOS ONE. | link |
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| purohit_2026_bureaucrat_help conjoint · source = "conj" |
Block Development Officers in Telangana, India (elite sample, n=221) chose which of two hypothetical village heads (sarpanches) they would help get work done, varying gender, seat reservation, education and family background; up to 4 tasks. (CC0 1.0) Purohit, B. (2026). Bureaucratic discretion against female politicians. Comparative Political Studies. | link |
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| putro_2024_creativity | Entrepreneurial creativity (8 items, 1-7; Hills et al. / Puhakka), Indonesian, from 265 entrepreneurs registered at Yogyakarta tax offices (CC BY 4.0) Putro, A. K., & Takahashi, Y. (2024). Entrepreneurs' creativity, information technology adoption, and continuance intention: Mediation effects of perceived usefulness and ease of use and the moderation effect of entrepreneurial orientation. Heliyon, 10(4), e25479. | link |
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| putro_2024_eo | Entrepreneurial orientation (8 items adapted from Miller, 1-7), Indonesian, from 265 entrepreneurs registered at Yogyakarta tax offices (CC BY 4.0) Putro, A. K., & Takahashi, Y. (2024). Entrepreneurs' creativity, information technology adoption, and continuance intention: Mediation effects of perceived usefulness and ease of use and the moderation effect of entrepreneurial orientation. Heliyon, 10(4), e25479. | link |
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| putro_2024_tam_emarket | Technology acceptance items (perceived usefulness, ease of use, adoption, confirmation, continuance and intention; 21 items, 1-7) about e-marketplaces, from 265 Indonesian entrepreneurs; continuance items asked of users, intention items of non-users (CC BY 4.0) Putro, A. K., & Takahashi, Y. (2024). Entrepreneurs' creativity, information technology adoption, and continuance intention: Mediation effects of perceived usefulness and ease of use and the moderation effect of entrepreneurial orientation. Heliyon, 10(4), e25479. | link |
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| putro_2024_tam_etax | Technology acceptance items (perceived usefulness, ease of use, adoption, confirmation, continuance and intention; 21 items, 1-7) about the DJP Online e-tax service, from 265 Indonesian entrepreneurs; continuance items asked of users, intention items of non-users (CC BY 4.0) Putro, A. K., & Takahashi, Y. (2024). Entrepreneurs' creativity, information technology adoption, and continuance intention: Mediation effects of perceived usefulness and ease of use and the moderation effect of entrepreneurial orientation. Heliyon, 10(4), e25479. | link |
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| putro_2025_indonesian_coffee conjoint · source = "conj" |
Online choice experiment in which 174 Indonesian coffee consumers chose one of three coffees per set, described by price, sustainability label, roasting profile, milk type and sugar choice (9 sets each, forced choice). The 174 are the cluster-extreme respondents among the 1,161 of the questionnaire, the only ones with DCE rows in the deposit. (CC BY 4.0) Putro, A. W. (2025). Data Online Questionnaire - Indonesian Coffee Consumers [Data set]. Mendeley Data. | link |
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| pytlikzillig_2017_dispositional_trust | Dispositional (generalized interpersonal) trust, 9 items, 1-7 agreement. 185 University of Nebraska science students, six online surveys about three months apart over 15 months (wave 1-6). Covariate: age. (CC BY 4.0) PytlikZillig LM, Kimbrough CD, Shockley E, Neal TMS, Herian MN, Hamm JA, Bornstein BH, Tomkins AJ (2017) A longitudinal and experimental study of the impact of knowledge on the bases of institutional trust. PLoS ONE 12(4): e0175387. https://doi.org/10.1371/journal.pone.0175387 | link |
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| pytlikzillig_2017_government_trust | Trust in governmental institutions (federal, state and local government, university administration, Supreme Court, military, President), 7 items, 1-7 agreement. 185 University of Nebraska science students, six online surveys about three months apart over 15 months (wave 1-6). Covariate: age. (CC BY 4.0) PytlikZillig LM, Kimbrough CD, Shockley E, Neal TMS, Herian MN, Hamm JA, Bornstein BH, Tomkins AJ (2017) A longitudinal and experimental study of the impact of knowledge on the bases of institutional trust. PLoS ONE 12(4): e0175387. https://doi.org/10.1371/journal.pone.0175387 | link |
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| pytlikzillig_2017_institutional_trust | Institutional confidence (4) and trustworthiness perceptions (40 items: legitimacy, respect, voice, distributive justice, loyalty, shared values, benevolence, competence, integrity, obligation to obey, bias, cynicism), each rated for the Nebraska Department of Natural Resources (NDNR_) and the Natural Resources Districts (NRD_); 88 items, 1 strongly disagree to 7 strongly agree, stored as answered (deposit reverse-ordered, flipped back). 185 University of Nebraska science students, six online surveys about three months apart over 15 months (wave 1-6). Covariate: age. (CC BY 4.0) PytlikZillig LM, Kimbrough CD, Shockley E, Neal TMS, Herian MN, Hamm JA, Bornstein BH, Tomkins AJ (2017) A longitudinal and experimental study of the impact of knowledge on the bases of institutional trust. PLoS ONE 12(4): e0175387. https://doi.org/10.1371/journal.pone.0175387 | link |
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| pytlikzillig_2017_water_knowledge | Objective knowledge quiz about Nebraska water regulation, scored 0/1 by the deposit; surveys 1-2 and 3-6 share seven items, 17 items in all (one always-correct item dropped). 185 University of Nebraska science students, six online surveys about three months apart over 15 months (wave 1-6). Covariate: age. (CC BY 4.0) PytlikZillig LM, Kimbrough CD, Shockley E, Neal TMS, Herian MN, Hamm JA, Bornstein BH, Tomkins AJ (2017) A longitudinal and experimental study of the impact of knowledge on the bases of institutional trust. PLoS ONE 12(4): e0175387. https://doi.org/10.1371/journal.pone.0175387 | link |
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| qi_2024_ciss | Coping Inventory for Stressful Situations (CISS), 21 items on a 1-5 scale, Chinese nurses. 6,153 responses from 293 respondents on 21 items. (CC BY 4.0) Qi X, Xu HN (2024). The impact of nurses' stress situation coping on somatization: a mediated moderation model. PeerJ, 12, e18658. https://doi.org/10.7717/peerj.18658 | link |
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| qi_2024_mspss | Multidimensional Scale of Perceived Social Support (MSPSS), 12 items on a 1-7 scale, Chinese nurses. 3,516 responses from 293 respondents on 12 items. (CC BY 4.0) Qi X, Xu HN (2024). The impact of nurses' stress situation coping on somatization: a mediated moderation model. PeerJ, 12, e18658. https://doi.org/10.7717/peerj.18658 | link |
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| qi_2024_phq9 | PHQ-9 depression screen, 9 items on a 0-3 scale, Chinese nurses. 2,637 responses from 293 respondents on 9 items. (CC BY 4.0) Qi X, Xu HN (2024). The impact of nurses' stress situation coping on somatization: a mediated moderation model. PeerJ, 12, e18658. https://doi.org/10.7717/peerj.18658 | link |
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| qi_2024_pss10 | Perceived Stress Scale (PSS-10), 10 items on a 0-4 scale, Chinese nurses. 2,930 responses from 293 respondents on 10 items. (CC BY 4.0) Qi X, Xu HN (2024). The impact of nurses' stress situation coping on somatization: a mediated moderation model. PeerJ, 12, e18658. https://doi.org/10.7717/peerj.18658 | link |
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| qi_2024_somatic | Somatic symptom scale, 15 items on a 1-4 scale, Chinese nurses. 4,395 responses from 293 respondents on 15 items. (CC BY 4.0) Qi X, Xu HN (2024). The impact of nurses' stress situation coping on somatization: a mediated moderation model. PeerJ, 12, e18658. https://doi.org/10.7717/peerj.18658 | link |
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| qi_2024_welfare_programs conjoint · source = "conj" |
Paired conjoint: 2,177 US MTurk respondents (October 2021) compared 8 pairs of hypothetical welfare programs (EITC- or TANF-style descriptions, negative information about inadequacy and fraud, funding level of government, cost, participants, time limit), choosing one and rating support for each. (CC0 1.0) Qi, H., & Haselswerdt, J. (2024). Ideology, information, and social welfare preferences. American Politics Research, 52(1), 41-51. | link |
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| qi_2025_big_five | Big Five Inventory-2 (60 items, 1–5 Likert), Chinese university students, N=134 (CC BY 4.0) Qi, Y., Zou, F., Chau, X. Y., Zhou, M., Wang, F., & Sui, J. (2025). A Comprehensive Dataset for Investigating the Structure of Self-Bias. Scientific Data, 12, 1755. https://doi.org/10.1038/s41597-025-06035-z | link |
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| qi_2025_dark_triad | Short Dark Triad—Chinese Version (SD3-C; 27 items, 1–5 Likert), Chinese university students, N=134 (CC BY 4.0) Qi, Y., Zou, F., Chau, X. Y., Zhou, M., Wang, F., & Sui, J. (2025). A Comprehensive Dataset for Investigating the Structure of Self-Bias. Scientific Data, 12, 1755. https://doi.org/10.1038/s41597-025-06035-z | link |
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| qi_2025_health_redistribution conjoint · source = "conj" |
US online respondents (August 2023) chose between two hypothetical Medicare-based health-insurance programs in 9 pairs, varying the transition from private insurance, who benefits most, who bears the tax burden, and total cost. 1,638 respondents; forced binary choice. (CC0 1.0) Qi, H. (2025). Understanding public attitudes toward redistribution: Analysis by ideological subgroups. Public Opinion Quarterly. | link |
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| qi_2025_individualism_collectivism | Horizontal and Vertical Individualism-Collectivism Scale (32 items, 1–7 Likert), Chinese university students, N=134 (CC BY 4.0) Qi, Y., Zou, F., Chau, X. Y., Zhou, M., Wang, F., & Sui, J. (2025). A Comprehensive Dataset for Investigating the Structure of Self-Bias. Scientific Data, 12, 1755. https://doi.org/10.1038/s41597-025-06035-z | link |
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| qi_2025_modesty | Modest Responding Scale (21 items, 1–7 Likert), Chinese university students, N=134 (CC BY 4.0) Qi, Y., Zou, F., Chau, X. Y., Zhou, M., Wang, F., & Sui, J. (2025). A Comprehensive Dataset for Investigating the Structure of Self-Bias. Scientific Data, 12, 1755. https://doi.org/10.1038/s41597-025-06035-z | link |
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| qi_2025_panas | Positive and Negative Affect Scale (PANAS; 18 items, 1–5 Likert), Chinese university students, N=134 (CC BY 4.0) Qi, Y., Zou, F., Chau, X. Y., Zhou, M., Wang, F., & Sui, J. (2025). A Comprehensive Dataset for Investigating the Structure of Self-Bias. Scientific Data, 12, 1755. https://doi.org/10.1038/s41597-025-06035-z | link |
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| qi_2025_self_concept_clarity | Self-Concept Clarity Scale (12 items, 1–5 Likert), Chinese university students, N=134 (CC BY 4.0) Qi, Y., Zou, F., Chau, X. Y., Zhou, M., Wang, F., & Sui, J. (2025). A Comprehensive Dataset for Investigating the Structure of Self-Bias. Scientific Data, 12, 1755. https://doi.org/10.1038/s41597-025-06035-z | link |
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| qi_2025_self_construal | Singelis Self-Construal Scale (30 items, 1–7 Likert), Chinese university students, N=134 (CC BY 4.0) Qi, Y., Zou, F., Chau, X. Y., Zhou, M., Wang, F., & Sui, J. (2025). A Comprehensive Dataset for Investigating the Structure of Self-Bias. Scientific Data, 12, 1755. https://doi.org/10.1038/s41597-025-06035-z | link |
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| qi_2025_self_esteem | Rosenberg Self-Esteem Scale (10 items, 1–4 Likert), Chinese university students, N=134 (CC BY 4.0) Qi, Y., Zou, F., Chau, X. Y., Zhou, M., Wang, F., & Sui, J. (2025). A Comprehensive Dataset for Investigating the Structure of Self-Bias. Scientific Data, 12, 1755. https://doi.org/10.1038/s41597-025-06035-z | link |
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| qi_2025_swls | Satisfaction with Life Scale (SWLS; 5 items, 1–7 Likert), Chinese university students, N=134 (CC BY 4.0) Qi, Y., Zou, F., Chau, X. Y., Zhou, M., Wang, F., & Sui, J. (2025). A Comprehensive Dataset for Investigating the Structure of Self-Bias. Scientific Data, 12, 1755. https://doi.org/10.1038/s41597-025-06035-z | link |
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| qi_2026_welfare_taxes conjoint · source = "conj" |
1,996 US adults (online survey, June 2022) each chose between two hypothetical social welfare programs in 8 tasks; programs varied the program described (SSI, WIC, housing assistance), the tax source, the level of government levying the tax, the progressivity of the tax burden and the annual cost. Outcome: forced choice. (CC0 1.0) Qi, H., & Dorssom, E. I. (2026). Tax burden, tax types, and public support for social welfare programs. American Politics Research, 54(5), 638-651. | link |
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| qiang_2025_abusive_supervision | Abusive supervision scale, Chinese retail staff, 4 items, 1-5, N=396 (CC BY 4.0) Qiang, Q., et al. (2025). Does the perception of red tape affect the emotional labor of frontline retail staff in China? A post-COVID-19 era. PLOS ONE. | link |
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| qiang_2025_coping | Coping scale, Chinese retail staff, 3 items, 1-5, N=396 (CC BY 4.0) Qiang, Q., et al. (2025). Does the perception of red tape affect the emotional labor of frontline retail staff in China? A post-COVID-19 era. PLOS ONE. | link |
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| qiang_2025_job_dissatisfaction | Job dissatisfaction scale, Chinese retail staff, 5 items, 1-5, N=396 (CC BY 4.0) Qiang, Q., et al. (2025). Does the perception of red tape affect the emotional labor of frontline retail staff in China? A post-COVID-19 era. PLOS ONE. | link |
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| qiang_2025_job_performance | Job performance scale, Chinese retail staff, 5 items, 1-5, N=396 (CC BY 4.0) Qiang, Q., et al. (2025). Does the perception of red tape affect the emotional labor of frontline retail staff in China? A post-COVID-19 era. PLOS ONE. | link |
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| qiang_2025_ne_scale | NE scale (unlabeled), Chinese retail staff, 4 items, 1-5, N=396 (CC BY 4.0) Qiang, Q., et al. (2025). Does the perception of red tape affect the emotional labor of frontline retail staff in China? A post-COVID-19 era. PLOS ONE. | link |
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| qiang_2025_red_tape | Red tape perception scale, Chinese retail staff, 10 items, 1-5, N=396 (CC BY 4.0) Qiang, Q., et al. (2025). Does the perception of red tape affect the emotional labor of frontline retail staff in China? A post-COVID-19 era. PLOS ONE. | link |
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| qiang_2025_surface_acting | Surface acting / value-suppression scale, Chinese retail staff, 3 items, 1-5, N=396 (CC BY 4.0) Qiang, Q., et al. (2025). Does the perception of red tape affect the emotional labor of frontline retail staff in China? A post-COVID-19 era. PLOS ONE. | link |
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| qiang_2025_value_suppression | Suppression of personal values at work, Chinese retail staff, 3 items, 1-5, N=396. The paper labels these items surface acting, but their wording is about suppressing one's own values (close to Hewlin's Facades of Conformity). (CC BY 4.0) Qiang, Q., et al. (2025). Does the perception of red tape affect the emotional labor of frontline retail staff in China? A post-COVID-19 era. PLOS ONE. | link |
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| qiang_2025_workplace_friendship | Workplace friendship scale, Chinese retail staff, 4 items, 1-5, N=396 (CC BY 4.0) Qiang, Q., et al. (2025). Does the perception of red tape affect the emotional labor of frontline retail staff in China? A post-COVID-19 era. PLOS ONE. | link |
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| qiankai_2026_mealtime_ltc conjoint · source = "conj" |
Older adults living in long-term care facilities chose between two mealtime arrangements in 6 choice sets each (fixed blocked design); 230 residents. All six attributes are stored as the deposit's level indices (no codebook, attribute names unconfirmed). (CC BY-NC 4.0) QIANKAI. (2026). Preferences for mealtime among older adults in long-term care facilities: A discrete choice experiment [Data set]. OSF. | link |
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| qin_2025_behavioral_intention | Behavioral intention toward cultural heritage tourism in Ningxia (BI scale); N=547, 3 items, 1-6 Likert (CC BY 4.0) Qin, L.; Zhang, H. (2025). Impact of rich cultural tourism experience on tourist satisfactions and behavioral intentions toward Ningxia's cultural heritage: Moderation role of perceived cultural distance. PLOS One. DOI: 10.1371/journal.pone.0336220 | link |
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| qin_2025_cultural_identity | Cultural identity scale among tourists to Ningxia heritage sites (CI scale); N=547, 3 items, 1-6 Likert (CC BY 4.0) Qin, L.; Zhang, H. (2025). Impact of rich cultural tourism experience on tourist satisfactions and behavioral intentions toward Ningxia's cultural heritage: Moderation role of perceived cultural distance. PLOS One. DOI: 10.1371/journal.pone.0336220 | link |
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| qin_2025_perceived_cultural_distance | Perceived cultural distance scale among tourists to Ningxia heritage sites (PCD scale); N=547, 3 items, 1-6 Likert (CC BY 4.0) Qin, L.; Zhang, H. (2025). Impact of rich cultural tourism experience on tourist satisfactions and behavioral intentions toward Ningxia's cultural heritage: Moderation role of perceived cultural distance. PLOS One. DOI: 10.1371/journal.pone.0336220 | link |
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| qin_2025_tourism_experience | Rich cultural tourism experience scale among tourists to Ningxia heritage sites (RCTE scale); N=547, 5 items, 1-6 Likert (CC BY 4.0) Qin, L.; Zhang, H. (2025). Impact of rich cultural tourism experience on tourist satisfactions and behavioral intentions toward Ningxia's cultural heritage: Moderation role of perceived cultural distance. PLOS One. DOI: 10.1371/journal.pone.0336220 | link |
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| qin_2025_tourist_satisfaction | Tourist satisfaction with Ningxia cultural heritage sites (SA scale); N=547, 3 items, 1-6 Likert (CC BY 4.0) Qin, L.; Zhang, H. (2025). Impact of rich cultural tourism experience on tourist satisfactions and behavioral intentions toward Ningxia's cultural heritage: Moderation role of perceived cultural distance. PLOS One. DOI: 10.1371/journal.pone.0336220 | link |
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| qol_islam_2025 | The 26-item WHOQoL-BREF Scale (CC BY 4.0) Islam FMA (2025) Gender difference in domain-specific quality of life measured by modified WHOQoL-BREF questionnaire and their associated factors among older adults in a rural district in Bangladesh. PLoS ONE 20(1): e0317113. https://doi.org/10.1371/journal.pone.0317113 | link |
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| quantshort | Item responses from Swedish college entrance exam. (GPL-3.0) Ramsay J (2023). _TestGardener: Optimal Analysis of Test and Rating Scale Data_. R package version 3.1.4, < cran.r-project.org package="TestGardener">. | link |
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| quarter_life_crisis__cd | Career Decision Scale (18 items, 1-4; N=90). Quarter-life crisis pandemic study. Free-text items excluded. (CC BY 4.0) Ranganathan M (2024). Quarter-Life Crisis During the Pandemic: Career Indecision, Intolerance of Uncertainty, and Mental Well-Being. figshare. https://doi.org/10.6084/m9.figshare.26130403.v1 | link |
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| quarter_life_crisis__iuc | Intolerance of Uncertainty Scale IUS-12 (12 items, 1-5; N=90). Quarter-life crisis pandemic study. (CC BY 4.0) Ranganathan M (2024). Quarter-Life Crisis During the Pandemic: Career Indecision, Intolerance of Uncertainty, and Mental Well-Being. figshare. https://doi.org/10.6084/m9.figshare.26130403.v1 | link |
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| quarter_life_crisis__mwb | Warwick-Edinburgh Mental Well-Being Scale WEMWBS (7 items, 1-5; N=90). Quarter-life crisis pandemic study. (CC BY 4.0) Ranganathan M (2024). Quarter-Life Crisis During the Pandemic: Career Indecision, Intolerance of Uncertainty, and Mental Well-Being. figshare. https://doi.org/10.6084/m9.figshare.26130403.v1 | link |
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| queiros_2018_qcae | 31-item Questionnaire of Cognitive and Affective Empathy (QCAE)- Portuguese sample (CC BY 4.0) Queirós A, Fernandes E, Reniers R, Sampaio A, Coutinho J, Seara-Cardoso A (2018). Psychometric properties of the questionnaire of cognitive and affective empathy in a Portuguese sample. PLOS ONE, 13(6), e0197755. https://doi.org/10.1371/journal.pone.0197755 | link |
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| quinello_2026_ai_maturity_dimensions | AI maturity dimensions in facilities management (104 participants, 14 items, 7-point Likert) (CC BY 4.0) NA | link |
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| quinello_2026_ai_maturity_technology | AI technology adoption in facilities management (104 participants, 7 items, 0-6 scale) (CC BY 4.0) NA | link |
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| quinn_2023_roommate_cesd | 20-item CES-D depression scale (0-3 Likert), 3 waves, self-report from n=490 first-semester roommate-dyad college freshmen (CC BY 4.0) Quinn DM, et al (2023). Understanding the role of depressive symptoms in academic outcomes: A longitudinal study of college roommates. PLOS ONE. | link |
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| quintanella_2025_sme_ai_readiness | 29 agreement items (1-6) in eleven TOE-framework blocks of 2-4 items (cost, complexity, compatibility, relative advantage, human capital, organisational support, government support, market/customer, AI adoption, operational and economic performance); respondents are SMEs; N = 186 Indonesian SMEs (one respondent each); cov_firm_size. (CC BY 4.0) Quintanella, R. D. K., Lie, Y., & Soepriyanto, G. (2025). Questionnaire and Responses Supporting: Artificial Intelligence Readiness and Business Sustainability in Indonesian Small and Medium-Sized Enterprises [data]. Zenodo. https://doi.org/10.5281/zenodo.15667508 | link |
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| quizbowl_acf_regionals_2018 competitions · source = "comp" |
Quizbowl game results at the 2018 ACF Regionals (12 sites, 143 teams), rebuilt from buzz-level detailed stats. One row per game with final scores. (ODbL 1.0) quizbowl/open-data contributors. Open quizbowl data, 2018 ACF Regionals detailed stats. https://github.com/quizbowl/open-data (commit 5d86399bda90b6d7af514b6d035419016816f378). | link |
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| quopl2_forster_2021_cft | Intelligence was assessed using the language-free culture fair test for first- to third-graders. The CFT 1-R has two parts measuring different aspects of general intelligence. (CC BY 4.0) Förster, N., Erichsen, M., & Forthmann, B. (2023). Measuring Reading Progress in Second Grade: Psychometric Properties of the quop-L2 Test Series. European Journal of Psychological Assessment, 39(1), 5–13. https://doi.org/10.1027/1015-5759/a000688 | link |
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| quopl2_forster_2021_dmat | Mathematical skills were assessed using the standardized achievement test DEMAT 1+ for first-graders, which provides norm values for the beginning of second grade (CC BY 4.0) Förster, N., Erichsen, M., & Forthmann, B. (2023). Measuring Reading Progress in Second Grade: Psychometric Properties of the quop-L2 Test Series. European Journal of Psychological Assessment, 39(1), 5–13. https://doi.org/10.1027/1015-5759/a000688 | link |
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| quopl2_forster_2021_elfe | the standardized reading achievement test for first- to seventh-graders ELFE II. In ELFE II, reading comprehension is assessed at the word, sentence, and text levels in a speed test. (CC BY 4.0) Förster, N., Erichsen, M., & Forthmann, B. (2023). Measuring Reading Progress in Second Grade: Psychometric Properties of the quop-L2 Test Series. European Journal of Psychological Assessment, 39(1), 5–13. https://doi.org/10.1027/1015-5759/a000688 | link |
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| quopl2_forster_2021_quop | a newly developed LPA for reading in Grade 2 (quop-L2 – quop Lesetest für zweite Klassen) that assesses the development of reading comprehension in German at the word, sentence, and text levels based on short, equivalent computer-based tests (CC BY 4.0) Förster, N., Erichsen, M., & Forthmann, B. (2023). Measuring Reading Progress in Second Grade: Psychometric Properties of the quop-L2 Test Series. European Journal of Psychological Assessment, 39(1), 5–13. https://doi.org/10.1027/1015-5759/a000688 | link |
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| rabeya_2021_bdi | Beck Depression Inventory-II, 21 items, 0-3. 338 people living with HIV/AIDS at drop-in centres in Dhaka, Bangladesh, 2020. Covariates: age, sex, education, occupation, religion, marital status, family type and size, income, alcohol, smoking, drug use, HIV duration. (CC BY 4.0) Rabeya R, Alam N, Sonia ZF, Mohajon DR, Arafat Y, Hasan MK, Hawlader MDH (2023) Depressive symptoms and their sociodemographic determinants among people living with HIV/AIDS in Bangladesh: a cross-sectional study. F1000Research 11:239. https://doi.org/10.12688/f1000research.108557.3 | link |
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| rafii_2024_lead_knowledge | Parental knowledge of childhood lead exposure (Malay version of the Chicago Lead Knowledge Test), 24 items scored correct/incorrect, from parents of preschoolers with and without autism spectrum disorder in Kuala Lumpur. (CC BY 4.0) Rafi'i, M. R., Ja'afar, M. H., Abd Wahil, M. S., & Md Hanif, S. A. (2024). Urine manganese, cadmium, lead, arsenic, and selenium among autism spectrum disorder children in Kuala Lumpur. PeerJ, 12, e17660. | link |
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| rahm_2017_hswbs | Hedonic/Eudaimonic-style well-being scale (HSWBS, 6 items), German sample, N=498 (CC BY 4.0) Rahm T, Heise E, Schuldt M (2017). Measuring the frequency of emotions-validation of the Scale of Positive and Negative Experience (SPANE) in Germany. PLOS ONE, 12(2), e0171288. https://doi.org/10.1371/journal.pone.0171288 | link |
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| rahm_2017_panas | PANAS (20 items), German sample, N=498 (CC BY 4.0) Rahm T, Heise E, Schuldt M (2017). Measuring the frequency of emotions-validation of the Scale of Positive and Negative Experience (SPANE) in Germany. PLOS ONE, 12(2), e0171288. https://doi.org/10.1371/journal.pone.0171288 | link |
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| rahm_2017_shs | Subjective Happiness Scale (SHS, 4 items), German sample, N=498 (CC BY 4.0) Rahm T, Heise E, Schuldt M (2017). Measuring the frequency of emotions-validation of the Scale of Positive and Negative Experience (SPANE) in Germany. PLOS ONE, 12(2), e0171288. https://doi.org/10.1371/journal.pone.0171288 | link |
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| rahm_2017_spane | Scale of Positive and Negative Experience (SPANE, 12 items, the paper's focal instrument, German validation), baseline + 1-month follow-up wave, N=498 (CC BY 4.0) Rahm T, Heise E, Schuldt M (2017). Measuring the frequency of emotions-validation of the Scale of Positive and Negative Experience (SPANE) in Germany. PLOS ONE, 12(2), e0171288. https://doi.org/10.1371/journal.pone.0171288 | link |
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| rahm_2017_swls | Satisfaction With Life Scale (5 items), German sample, N=498 (CC BY 4.0) Rahm T, Heise E, Schuldt M (2017). Measuring the frequency of emotions-validation of the Scale of Positive and Negative Experience (SPANE) in Germany. PLOS ONE, 12(2), e0171288. https://doi.org/10.1371/journal.pone.0171288 | link |
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| rahman_2022_phq9 | PHQ-9 (9 items), Bangladeshi university students during COVID-19, N=677 (CC BY 4.0) Rahman MA, Dhira TA, Sarker AR, Mehareen J (2022). Validity and reliability of the Patient Health Questionnaire scale (PHQ-9) among university students of Bangladesh. PLOS ONE, 17(6), e0269634. https://doi.org/10.1371/journal.pone.0269634 | link |
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| rains_2023_ward_candidate conjoint · source = "conj" |
Residents of 223 slums in Bangalore, Jaipur and Patna (India; n = 6,174) chose between two hypothetical ward-leader candidates in each of 3 pairs, each candidate described by one party/identity/education trait and one benefit-provision trait. (CC0 1.0) Rains, E., & Wibbels, E. (2023). Informal work, risk, and clientelism: Evidence from 223 slums across India. British Journal of Political Science, 53(1), 1-24. | link |
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| rajeev_2025_bigfive | Big Five (O.C.E.A.N.) inventory, 30 IPIP-style statements, 1-5; N = 209 Indian young adults; cov_age, cov_gender, cov_location, cov_ses. (CC0 1.0) Rajeev, P., & Sujatha (2025). Superstitious Beliefs and Their Psychological Correlates: The Role of Affective States and Personality Traits in Young Adults. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/33B2DP | link |
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| rajeev_2025_panas | Positive and Negative Affect Schedule (PANAS), 20 items, 1-5; N = 209 Indian young adults; cov_age, cov_gender, cov_location, cov_ses. (CC0 1.0) Rajeev, P., & Sujatha (2025). Superstitious Beliefs and Their Psychological Correlates: The Role of Affective States and Personality Traits in Young Adults. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/33B2DP | link |
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| rajeev_2025_superstition | Superstitious beliefs questionnaire, 17 statements (sb_1-sb_17), 1-5; N = 209 Indian young adults; cov_age, cov_gender, cov_location, cov_ses. (CC0 1.0) Rajeev, P., & Sujatha (2025). Superstitious Beliefs and Their Psychological Correlates: The Role of Affective States and Personality Traits in Young Adults. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/33B2DP | link |
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| ramadan_2026_ai_awareness | Generative AI competency of Arabic language and literature students: a four-dimension questionnaire dataset with open-ended responses. IRW table ramadan_2026_ai_awareness: 145 respondents x 6 items, 860 responses. (CC BY 4.0) ramadan, r. (2026). Generative AI competency of Arabic language and literature students: a four-dimension questionnaire dataset with open-ended responses. Mendeley Data, V1. | link |
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| ramadan_2026_applied_practice | Generative AI competency of Arabic language and literature students: a four-dimension questionnaire dataset with open-ended responses. IRW table ramadan_2026_applied_practice: 144 respondents x 8 items, 1140 responses. (CC BY 4.0) ramadan, r. (2026). Generative AI competency of Arabic language and literature students: a four-dimension questionnaire dataset with open-ended responses. Mendeley Data, V1. | link |
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| ramadan_2026_attitudes | Generative AI competency of Arabic language and literature students: a four-dimension questionnaire dataset with open-ended responses. IRW table ramadan_2026_attitudes: 145 respondents x 8 items, 1152 responses. (CC BY 4.0) ramadan, r. (2026). Generative AI competency of Arabic language and literature students: a four-dimension questionnaire dataset with open-ended responses. Mendeley Data, V1. | link |
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| ramadan_2026_perceived_competence | Generative AI competency of Arabic language and literature students: a four-dimension questionnaire dataset with open-ended responses. IRW table ramadan_2026_perceived_competence: 144 respondents x 6 items, 858 responses. (CC BY 4.0) ramadan, r. (2026). Generative AI competency of Arabic language and literature students: a four-dimension questionnaire dataset with open-ended responses. Mendeley Data, V1. | link |
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| ramamurthi_2022_india_coal_policy conjoint · source = "conj" |
Respondents in India chose between two hypothetical energy and climate policy packages that varied coal plant end date, electricity generation, India's global role, technology investments, policy actors and income-tax share. 1,467 respondents, 5 paired tasks each, forced choice. (CC BY 4.0) Ramamurthi, P. (2022). Data for Policy conjoint [Data set]. figshare. | link |
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| raman_2022_covid_booster conjoint · source = "conj" |
US Lucid respondents (December 2021) each evaluated 5 hypothetical COVID-19 vaccine (or booster) profiles one at a time, varying efficacy, protection duration, protection against future variants, manufacturer and financial incentive, after a randomized Omicron information prime. 2,121 respondents; would-get-it choice and a 1-7 likelihood rating. (CC0 1.0) Raman, S., Kriner, D., Ziebarth, N., Simon, K., & Kreps, S. (2022). COVID-19 booster uptake among US adults: Assessing the impact of vaccine attributes, incentives, and context in a choice-based experiment. Social Science & Medicine, 310, 115277. | link |
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| ramirez_maestre_2020_dpq | Defensive pessimism (Defensive Pessimism Questionnaire, Spanish), 12 items, 1 not at all true of me .. 7 very true of me; one out-of-range cell dropped. 545 psychology undergraduates, University of Malaga, Spain, 2017/18. Covariates: sex, age. (CC BY 4.0) Ramírez-Maestre C, Esteve R, Serrano-Ibáñez ER, et al. (2020). Psychometric characteristics and factorial structures of the Defensive Pessimism Questionnaire—Spanish Version (DPQ-SV). PLOS ONE 15(4): e0229695. | link |
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| ramirez_maestre_2020_flourishing | Flourishing (8-item scale labelled FLOURISHING in the deposit), 8 items, 1-7; identified from the deposit's variable label and format as Diener et al.'s Flourishing Scale, not described in the paper. 545 psychology undergraduates, University of Malaga, Spain, 2017/18. Covariates: sex, age. (CC BY 4.0) Ramírez-Maestre C, Esteve R, Serrano-Ibáñez ER, et al. (2020). Psychometric characteristics and factorial structures of the Defensive Pessimism Questionnaire—Spanish Version (DPQ-SV). PLOS ONE 15(4): e0229695. | link |
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| ramirez_maestre_2020_lotr | Optimism and pessimism (Life Orientation Test-Revised, Spanish), the 6 scored items (fillers 2, 5, 6, 8 excluded), 0 strongly disagree .. 4 strongly agree, pessimism items 3, 7, 9 not reversed. 545 psychology undergraduates, University of Malaga, Spain, 2017/18. Covariates: sex, age. (CC BY 4.0) Ramírez-Maestre C, Esteve R, Serrano-Ibáñez ER, et al. (2020). Psychometric characteristics and factorial structures of the Defensive Pessimism Questionnaire—Spanish Version (DPQ-SV). PLOS ONE 15(4): e0229695. | link |
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| ramirez_maestre_2020_panas | Positive and negative affect (PANAS, Spanish, Sandin et al.), 20 items, 1 never .. 5 always; five 0 cells dropped. 545 psychology undergraduates, University of Malaga, Spain, 2017/18. Covariates: sex, age. (CC BY 4.0) Ramírez-Maestre C, Esteve R, Serrano-Ibáñez ER, et al. (2020). Psychometric characteristics and factorial structures of the Defensive Pessimism Questionnaire—Spanish Version (DPQ-SV). PLOS ONE 15(4): e0229695. | link |
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| ramirez_maestre_2020_stai_trait | Trait anxiety (STAI trait subscale, Spanish), 20 items, 0-3; one out-of-range cell dropped. 545 psychology undergraduates, University of Malaga, Spain, 2017/18. Covariates: sex, age. (CC BY 4.0) Ramírez-Maestre C, Esteve R, Serrano-Ibáñez ER, et al. (2020). Psychometric characteristics and factorial structures of the Defensive Pessimism Questionnaire—Spanish Version (DPQ-SV). PLOS ONE 15(4): e0229695. | link |
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| ramirezparedes_2026_happiness | 14-item happiness questionnaire (1-10), 460 Ecuadorian university students in two samples. (CC BY 4.0) Ramirez-Paredes, F., Arciniega Hidrobo, S., & Paz Espinoza, J. C. (2026). Database: Student Well-Being and Academic Performance Across Disciplinary Contexts: A Comparative Study of Engineering and Non-Engineering Students [Data set]. Zenodo. | link |
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| ramirezparedes_2026_ryff | Ryff Scales of Psychological Well-Being (Spanish), 42 items (1-6), 460 Ecuadorian university students in two samples. (CC BY 4.0) Ramirez-Paredes, F., Arciniega Hidrobo, S., & Paz Espinoza, J. C. (2026). Database: Student Well-Being and Academic Performance Across Disciplinary Contexts: A Comparative Study of Engineering and Non-Engineering Students [Data set]. Zenodo. | link |
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| ramirezparedes_2026_swls | Satisfaction With Life Scale (Spanish), 5 items (1-7), 460 Ecuadorian university students in two samples (engineering / non-engineering). (CC BY 4.0) Ramirez-Paredes, F., Arciniega Hidrobo, S., & Paz Espinoza, J. C. (2026). Database: Student Well-Being and Academic Performance Across Disciplinary Contexts: A Comparative Study of Engineering and Non-Engineering Students [Data set]. Zenodo. | link |
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| ramos_2021_proof_explanation competitions · source = "comp" |
Mathematicians' comparative judgements of which of two proofs is more explanatory: 9 proofs, 38 judges, 760 decisions in two groups (Auckland, Rutgers); agent_a = proof chosen. (CC BY-NC 4.0) Mejía Ramos, J. P., Evans, T., Rittberg, C., & Inglis, M. (2021). Mathematicians' assessments of the explanatory value of proofs. Axiomathes, 31(5), 575-599. | link |
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| randomness_angelike_2024_conscientiousness | Conscientiousness (CC BY 4.0) Angelike, T., & Musch, J. (2024, September 18). A Comparative Evaluation of Measures to Assess Randomness in Human-Generated Sequences. Retrieved from osf.io/xwzup | link |
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| randomness_angelike_2024_ncs | Need for Cognition (CC BY 4.0) Angelike, T., & Musch, J. (2024, September 18). A Comparative Evaluation of Measures to Assess Randomness in Human-Generated Sequences. Retrieved from osf.io/xwzup | link |
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| rapallini_2023_raven | Twelve-item Raven-type matrices test scored 0/1 against a key derived from the deposited total score, with per-item response time (rt, seconds); N = 1,677 partnered adults in Florence and Oslo (2019); cov_country, cov_sex, cov_age, cov_education, cov_occupation, cov_civil_status, cov_children. (CC0 1.0) Rapallini, C., Minello, A., Vignoli, D., & Rustichini, A. (2023). Replication Data for: Fluid intelligence and fertility intentions (V1). Harvard Dataverse. https://doi.org/10.7910/DVN/FSRV5D | link |
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| rapm_poulton_2022_timed | Raven’s Advanced Progressive Matrices – 12-item Timed (APM-12 T): Measures fluid intelligence using a 12-item online matrix reasoning task with 60-second time limits per item. Designed to reduce test time variability and participant burden in online assessments. (CC BY 4.0) Poulton, A., Rutherford, K., Boothe, S., Brygel, M., Crole, A., Dali, G., ... & Hester, R. (2022). Evaluating untimed and timed abridged versions of Raven’s Advanced Progressive Matrices. Journal of Clinical and Experimental Neuropsychology, 44(1), 73-84. | link |
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| rapm_poulton_2022_untimed | Raven’s Advanced Progressive Matrices – 12-item Untimed (APM-12 U): Measures fluid intelligence using a 12-item online matrix reasoning task where participants identify the missing element in abstract visual patterns. The untimed version allows participants as much time as needed to complete each item. (CC BY 4.0) Poulton, A., Rutherford, K., Boothe, S., Brygel, M., Crole, A., Dali, G., ... & Hester, R. (2022). Evaluating untimed and timed abridged versions of Raven’s Advanced Progressive Matrices. Journal of Clinical and Experimental Neuropsychology, 44(1), 73-84. | link |
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| raschmix_rost2_sim simulated · source = "sim" |
Simulated two-class Rasch mixture (Rost 1990, design 2): 1,800 persons x 10 items, item difficulties reversed between classes; true class and ability in cov_true_*, class-specific difficulties in itemcov_true_*. (CC0 1.0) Rost, J. (1990). Rasch models in latent classes: An integration of two approaches to item analysis. Applied Psychological Measurement, 14(3), 271-282. Generated with psychomix::simRaschmix (Frick, Strobl, Leisch & Zeileis, 2012, Journal of Statistical Software 48(7)). | link |
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| rashid_2022_mbi | Maslach Burnout Inventory (22 items) administered to frontline doctors in Bangladesh during COVID-19 (CC BY 4.0) Rashid F, Erfan Uddin RAM, Mehedi HMH, Dhar S, Bhuiyan NH, Sattar MA, Chowdhury S (2022). Burnout syndrome among frontline doctors of secondary and tertiary care hospitals of Bangladesh during COVID-19 pandemic. PLOS ONE, 17(11), e0277875. https://doi.org/10.1371/journal.pone.0277875 | link |
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| rasmussen_2023_interest_groups conjoint · source = "conj" |
Online respondents in the UK, the US and Germany (Qualtrics, 2019; 16,808 respondents, 9,317 passing the authors' checks) read up to two vignettes (hybrid-car tax cut, sugar restrictions) about a legislative decision after an interest-group consultation, randomizing group representation, whose positions the decision matched, and public support. Outcomes: six 0-4 agreement items on the legitimacy of the process and decision. (CC0 1.0) Rasmussen, A., & Reher, S. (2023). (Inequality in) interest group involvement and the legitimacy of policy making. British Journal of Political Science, 53(1), 45-64. | link |
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| rathbun_2022_trait_ranking rankings · source = "rank" |
Survey ranking question: nine traits, of which respondents ranked at least two, so the NAs are by design (cov_treat is the rated group, 1 individuals / 2 countries, with no control arm -- it is not 0-indexed). 1245 respondents, 9 ranked items, 9 rank positions used, 5174 rows. One row per respondent x marked position; item = the option as the source prints it, resp = the position recorded (1 = most preferred). Standardised by the Political Rankings Database (Atsusaka & Singh 2026) from the authors' replication deposit; rankings layout (data/rankings/README.md). (CC0 1.0) Rathbun, B. C. & Pomeroy, C. 2022. 'See No Evil, Speak No Evil? Morality, Evolutionary Psychology, and the Nature of International Relations.' International Organization 76(3). Standardised in Atsusaka, Y. & Singh, S. (2026). Ranking Data in Political Science [database]. Political Rankings Database. https://political-rankings.github.io | link |
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| rathbun_2024_nuclear_strike_prolific conjoint · source = "conj" |
Prolific sample of US adults (Sep-Oct 2022), n = 2,659, each read one bullet-point vignette about a country developing nuclear weapons with regime type and the country's racial makeup randomized (2 x 2), and rated support for a US strike on its nuclear sites (1-7); plus 1-7 agreement that not attacking leaves a serious security threat (rating_threat) and that attacking would be morally wrong (rating_immoral). (CC0 1.0) Rathbun, B. C., Parker, C. S., & Pomeroy, C. (2024). Separate but unequal: Ethnocentrism and racialization explain the "democratic" peace in public opinion. American Political Science Review, 119(2), 621-636. | link |
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| rathbun_2024_nuclear_strike_qualtrics conjoint · source = "conj" |
Qualtrics panel of US adults (April 2022, race/education/gender quotas), n = 1,626, each read one bullet-point vignette about a country developing nuclear weapons with regime type and the country's racial makeup randomized (2 x 3), and rated support for a US strike on its nuclear sites (1-7). (CC0 1.0) Rathbun, B. C., Parker, C. S., & Pomeroy, C. (2024). Separate but unequal: Ethnocentrism and racialization explain the "democratic" peace in public opinion. American Political Science Review, 119(2), 621-636. | link |
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| rathod_2026_dass21 | Depression Anxiety Stress Scales (DASS-21), 21 items, 0-3, embedded in a drought-adaptation household survey; N = 730 respondents in four Namibian regions; cov_region, cov_location, cov_age, cov_gender, cov_household_head, cov_marital_status, cov_employment. (CC0 1.0) Rathod, K., Haufiku, D., Lendelvo, S., Pinto, M., et al. (2026). Namibian drought adaptation for food security, well-being, and psychosocial outcomes. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/IRIKMP | link |
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| rating_speed_2025 | Ratings of valence, arousal, happiness, anger, fear, sadness, disgust, and surprise for 24,000 Dutch words (CC BY-NC-SA 4.0) Speed, L. J., & Brysbaert, M. (2024). Ratings of valence, arousal, happiness, anger, fear, sadness, disgust, and surprise for 24,000 Dutch words. Behavior Research Methods, 56(5), 5023-5039. | link |
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| ravens_deboeck2012 | Raven's matrices (GPL-3.0) De Boeck, P., & Partchev, I. (2012). IRTrees: Tree-based item response models of the GLMM family. Journal of Statistical Software, 48, 1-28. | link |
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| ravenscroft_2017_transition | Parent-reported school transition experience survey (25 ordinal items 1-5) for children with disabilities across eight European countries (CC BY 4.0) Ravenscroft J, Wazny K, Davis JM (2017) Factors associated with successful transition among children with disabilities in eight European countries. PLoS ONE 12(6): e0179904 | link |
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| rcv_alaska_20220816_ushousesp rankings · source = "rank" |
Ranked-choice cast vote records, Alaska special general election for U.S. Representative, 16 August 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 189512 ballots with at least one mark (of 192289 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_gov rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Governor and Lieutenant Governor, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 264912 ballots with at least one mark (of 266693 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd1 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 1, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6714 ballots with at least one mark (of 6888 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd10 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 10, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 6823 ballots with at least one mark (of 7153 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd11 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 11, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 7697 ballots with at least one mark (of 8190 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd12 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 12, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6489 ballots with at least one mark (of 6774 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd13 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 13, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5543 ballots with at least one mark (of 5790 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd14 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 14, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5714 ballots with at least one mark (of 6155 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd15 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 15, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 7287 ballots with at least one mark (of 7709 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd16 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 16, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7706 ballots with at least one mark (of 8068 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd17 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 17, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5451 ballots with at least one mark (of 6465 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd18 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 18, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 2122 ballots with at least one mark (of 2297 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd19 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 19, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 3081 ballots with at least one mark (of 3728 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd2 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 2, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7147 ballots with at least one mark (of 7567 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd20 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 20, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 5032 ballots with at least one mark (of 5469 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd21 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 21, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7030 ballots with at least one mark (of 7313 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd22 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 22, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 3785 ballots with at least one mark (of 3964 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd23 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 23, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7280 ballots with at least one mark (of 8336 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd24 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 24, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 7536 ballots with at least one mark (of 7996 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd25 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 25, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7319 ballots with at least one mark (of 8378 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd26 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 26, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6638 ballots with at least one mark (of 7213 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_hd27 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 27, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 5657 ballots with at least one mark (of 6678 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd28 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 28, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 6023 ballots with at least one mark (of 7098 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd29 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 29, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7495 ballots with at least one mark (of 8220 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd3 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 3, 8 November 2022 (one printed name on the ballot; ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidate, 2 rank positions offered, 6782 ballots with at least one mark (of 8804 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd30 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 30, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 7568 ballots with at least one mark (of 8135 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd31 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 31, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 5095 ballots with at least one mark (of 5330 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd32 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 32, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 3186 ballots with at least one mark (of 3406 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd33 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 33, 8 November 2022 (one printed name on the ballot; ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidate, 2 rank positions offered, 5385 ballots with at least one mark (of 6256 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd34 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 34, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 7390 ballots with at least one mark (of 7693 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd35 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 35, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 7484 ballots with at least one mark (of 7878 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd36 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 36, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7497 ballots with at least one mark (of 7952 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd37 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 37, 8 November 2022 (one printed name on the ballot; ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidate, 2 rank positions offered, 3099 ballots with at least one mark (of 3665 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd38 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 38, 8 November 2022 (one printed name on the ballot; ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidate, 2 rank positions offered, 3381 ballots with at least one mark (of 3763 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd39 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 39, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 3680 ballots with at least one mark (of 3817 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd4 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 4, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6901 ballots with at least one mark (of 7713 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd40 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 40, 8 November 2022 (one printed name on the ballot; ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidate, 2 rank positions offered, 2241 ballots with at least one mark (of 2476 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd5 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 5, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5402 ballots with at least one mark (of 5989 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd6 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 6, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 9537 ballots with at least one mark (of 9847 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd7 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 7, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6874 ballots with at least one mark (of 7443 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd8 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 8, 8 November 2022 (one printed name on the ballot; ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidate, 2 rank positions offered, 7209 ballots with at least one mark (of 8793 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_alaska_20221108_hd9 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 9, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 9835 ballots with at least one mark (of 10284 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sda rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District A, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 13006 ballots with at least one mark (of 14455 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdb rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District B, 8 November 2022 (one printed name on the ballot; ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidate, 2 rank positions offered, 13460 ballots with at least one mark (of 16517 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdc rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District C, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 14069 ballots with at least one mark (of 15836 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdd rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District D, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 15295 ballots with at least one mark (of 16236 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sde rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District E, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 16746 ballots with at least one mark (of 17437 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdf rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District F, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 14324 ballots with at least one mark (of 14964 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdg rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District G, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 11236 ballots with at least one mark (of 11945 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdh rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District H, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 15227 ballots with at least one mark (of 15777 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdi rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District I, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7590 ballots with at least one mark (of 8762 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdj rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District J, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 8687 ballots with at least one mark (of 9197 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdk rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District K, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 10839 ballots with at least one mark (of 11277 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdl rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District L, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 14727 ballots with at least one mark (of 16332 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdm rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District M, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 14867 ballots with at least one mark (of 15591 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdn rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District N, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 11666 ballots with at least one mark (of 13776 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdo rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District O, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 14339 ballots with at least one mark (of 16355 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdp rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District P, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 8419 ballots with at least one mark (of 8736 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdq rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District Q, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 13045 ballots with at least one mark (of 13949 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sdr rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District R, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 14695 ballots with at least one mark (of 15830 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_sds rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District S, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6949 ballots with at least one mark (of 7428 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_usrepresentative rankings · source = "rank" |
Ranked-choice cast vote records, Alaska U.S. Representative, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 265585 ballots with at least one mark (of 266797 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20221108_ussenator rankings · source = "rank" |
Ranked-choice cast vote records, Alaska U.S. Senator, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 264421 ballots with at least one mark (of 266797 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_president rankings · source = "rank" |
Ranked-choice cast vote records, Alaska U.S. President / Vice President (each pair of candidates ranked as one choice), 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 8 candidates, 8 rank positions offered, 339056 ballots with at least one mark (of 340778 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused1 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 1, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 8178 ballots with at least one mark (of 8500 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused10 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 10, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7625 ballots with at least one mark (of 8654 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused11 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 11, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 9208 ballots with at least one mark (of 9691 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused12 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 12, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7852 ballots with at least one mark (of 8341 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused13 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 13, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7036 ballots with at least one mark (of 7302 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused14 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 14, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6288 ballots with at least one mark (of 7119 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused15 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 15, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 8831 ballots with at least one mark (of 9136 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused16 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 16, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 8617 ballots with at least one mark (of 9487 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused17 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 17, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 5727 ballots with at least one mark (of 7512 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused18 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 18, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 3744 ballots with at least one mark (of 4206 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused19 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 19, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 4391 ballots with at least one mark (of 4800 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused2 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 2, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 7355 ballots with at least one mark (of 9472 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused20 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 20, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6182 ballots with at least one mark (of 7003 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused21 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 21, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 8451 ballots with at least one mark (of 8767 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused22 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 22, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5059 ballots with at least one mark (of 5248 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused23 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 23, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 9931 ballots with at least one mark (of 10481 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused24 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 24, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 8317 ballots with at least one mark (of 9950 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused25 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 25, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 8261 ballots with at least one mark (of 10208 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused26 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 26, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 7682 ballots with at least one mark (of 9184 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused27 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 27, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7635 ballots with at least one mark (of 8527 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused28 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 28, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 7829 ballots with at least one mark (of 9009 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused29 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 29, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 8247 ballots with at least one mark (of 10278 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused3 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 3, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 8401 ballots with at least one mark (of 10949 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused30 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 30, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 8763 ballots with at least one mark (of 10009 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused31 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 31, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6509 ballots with at least one mark (of 6705 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused32 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 32, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 4806 ballots with at least one mark (of 5138 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused33 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 33, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 7287 ballots with at least one mark (of 8712 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused34 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 34, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 8755 ballots with at least one mark (of 9660 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused35 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 35, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 9146 ballots with at least one mark (of 9511 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused36 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 36, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 8975 ballots with at least one mark (of 9449 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused37 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 37, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 3838 ballots with at least one mark (of 4298 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused38 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 38, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 3636 ballots with at least one mark (of 3742 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused39 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 39, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 4063 ballots with at least one mark (of 4197 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused4 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 4, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 7355 ballots with at least one mark (of 9136 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused40 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 40, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 3075 ballots with at least one mark (of 3218 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused5 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 5, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7061 ballots with at least one mark (of 7789 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused6 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 6, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 11441 ballots with at least one mark (of 11868 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused7 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 7, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 8496 ballots with at least one mark (of 9452 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused8 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 8, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 9059 ballots with at least one mark (of 10672 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statehoused9 rankings · source = "rank" |
Ranked-choice cast vote records, Alaska House District 9, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 11218 ballots with at least one mark (of 11713 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statesenateb rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District B, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 16309 ballots with at least one mark (of 20307 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statesenated rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District D, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 19370 ballots with at least one mark (of 20220 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statesenatef rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District F, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 17067 ballots with at least one mark (of 18062 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statesenateh rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District H, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 18008 ballots with at least one mark (of 18647 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statesenatej rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District J, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 10498 ballots with at least one mark (of 11848 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statesenatel rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District L, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 19613 ballots with at least one mark (of 20475 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statesenaten rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District N, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 15566 ballots with at least one mark (of 17668 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statesenatep rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District P, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 11528 ballots with at least one mark (of 11910 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statesenater rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District R, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 18169 ballots with at least one mark (of 19004 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_statesenatet rankings · source = "rank" |
Ranked-choice cast vote records, Alaska Senate District T, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 6622 ballots with at least one mark (of 7458 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_alaska_20241105_ushouse rankings · source = "rank" |
Ranked-choice cast vote records, Alaska U.S. Representative, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 330628 ballots with at least one mark (of 336704 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_albany_20221108_boeal rankings · source = "rank" |
Ranked-choice cast vote records, Albany, California Board of Education (Albany Unified School District), at large, 3 seats, 8 November 2022 (ballot-level columns: ballot type, batch id, counting group, precinct portion, tabulator num): proportional (single transferable vote) election, 4 candidates, 5 rank positions offered, 6537 ballots with at least one mark (of 6537 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
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| rcv_albany_20221108_councilal rankings · source = "rank" |
Ranked-choice cast vote records, Albany, California City Council, at large, 2 seats, 8 November 2022 (ballot-level columns: ballot type, batch id, counting group, precinct portion, tabulator num): proportional (single transferable vote) election, 5 candidates, 5 rank positions offered, 7269 ballots with at least one mark (of 7269 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
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| rcv_albany_20241105_boeal rankings · source = "rank" |
Ranked-choice cast vote records, Albany, California Board of Education (Albany Unified School District), at large, 2 seats, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): proportional (single transferable vote) election, 4 candidates, 5 rank positions offered, 7240 ballots with at least one mark (of 9758 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
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| rcv_albany_20241105_councilal rankings · source = "rank" |
Ranked-choice cast vote records, Albany, California City Council, at large, 3 seats, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): proportional (single transferable vote) election, 5 candidates, 5 rank positions offered, 8174 ballots with at least one mark (of 9758 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
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| rcv_berkeley_20101102_cityauditor rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Auditor, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 32167 ballots with at least one mark (of 45986 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20101102_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 1, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 5707 ballots with at least one mark (of 6426 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20101102_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 4, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 4768 ballots with at least one mark (of 5708 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20101102_councild7 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 7, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 4189 ballots with at least one mark (of 4862 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20101102_councild8 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 8, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 4607 ballots with at least one mark (of 5333 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20121106_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 2, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 5819 ballots with at least one mark (of 6839 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20121106_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 3, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5192 ballots with at least one mark (of 6524 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20121106_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 5, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7989 ballots with at least one mark (of 8767 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20121106_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 6, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5986 ballots with at least one mark (of 7943 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20121106_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California Mayor, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 7 candidates, 3 rank positions offered, 53223 ballots with at least one mark (of 57492 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20141104_cityauditor rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Auditor, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 27410 ballots with at least one mark (of 39092 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20141104_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 1, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 5579 ballots with at least one mark (of 6109 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20141104_councild7 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 7, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 1505 ballots with at least one mark (of 1786 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20141104_councild8 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 8, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 4535 ballots with at least one mark (of 4964 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20161108_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 2, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 7155 ballots with at least one mark (of 8123 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20161108_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 3, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 7133 ballots with at least one mark (of 8276 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20161108_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 5, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 9327 ballots with at least one mark (of 10247 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20161108_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 6, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 7467 ballots with at least one mark (of 8478 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20161108_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California Mayor, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 8 candidates, 3 rank positions offered, 59345 ballots with at least one mark (of 63744 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20170307_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 4 special election, 7 March 2017 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 2606 ballots with at least one mark (of 2620 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_berkeley_20181106_cityauditor rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Auditor, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 50455 ballots with at least one mark (of 57217 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20181106_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 1, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 7898 ballots with at least one mark (of 8466 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20181106_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 4, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 5490 ballots with at least one mark (of 6037 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20181106_councild7 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 7, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 2817 ballots with at least one mark (of 3206 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20181106_councild8 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 8, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 6560 ballots with at least one mark (of 7119 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20201103_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 2, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 8259 ballots with at least one mark (of 8984 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20201103_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 3, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 7746 ballots with at least one mark (of 8669 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20201103_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 5, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 10038 ballots with at least one mark (of 10970 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20201103_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 6, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 7779 ballots with at least one mark (of 8579 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20201103_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California Mayor, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 58646 ballots with at least one mark (of 64074 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20240528_councild4sp rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 4 special election, 28 May 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 2334 ballots with at least one mark (of 2335 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20241105_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 2, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 6976 ballots with at least one mark (of 7870 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20241105_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 3, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 6567 ballots with at least one mark (of 7563 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20241105_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 5, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 8765 ballots with at least one mark (of 10258 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20241105_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California City Council District 6, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 7404 ballots with at least one mark (of 8536 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_berkeley_20241105_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Berkeley, California Mayor, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 53086 ballots with at least one mark (of 59268 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_bloomington_20231107_councilal rankings · source = "rank" |
Ranked-choice cast vote records, Bloomington, Minnesota City Council at large, 7 November 2023 (ballot-level columns: precinct): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 19353 ballots with at least one mark (of 20878 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_bloomington_20231107_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Bloomington, Minnesota City Council District 4, 7 November 2023 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 3092 ballots with at least one mark (of 3298 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_boulder_20231107_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Boulder, Colorado Mayor, 7 November 2023 (ballot-level columns: ballot type, batch id, tabulator num): single-winner (instant-runoff) election, 4 candidates, 4 rank positions offered, 32951 ballots with at least one mark (of 118787 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_burlington_20060307_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Burlington, Vermont mayor, 7 March 2006: single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 9788 ballots with at least one mark (of 9865 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_burlington_20090303_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Burlington, Vermont Mayor, 3 March 2009: single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 8980 ballots with at least one mark (of 8984 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_burlington_20230307_councilcentrald rankings · source = "rank" |
Ranked-choice cast vote records, Burlington, Vermont City Council Central District, 7 March 2023 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 2159 ballots with at least one mark (of 2276 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_burlington_20230307_councileastd rankings · source = "rank" |
Ranked-choice cast vote records, Burlington, Vermont City Council East District, 7 March 2023 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 1400 ballots with at least one mark (of 1467 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_burlington_20230307_councilnorthd rankings · source = "rank" |
Ranked-choice cast vote records, Burlington, Vermont City Council North District, 7 March 2023 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 3077 ballots with at least one mark (of 3748 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_burlington_20230307_councilsouthd rankings · source = "rank" |
Ranked-choice cast vote records, Burlington, Vermont City Council South District, 7 March 2023 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 1697 ballots with at least one mark (of 1759 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_burlington_20230307_councilward8 rankings · source = "rank" |
Ranked-choice cast vote records, Burlington, Vermont City Council Ward 8, 7 March 2023 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 416 ballots with at least one mark (of 433 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_burlington_20240305_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Burlington, Vermont Mayor, 5 March 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 14892 ballots with at least one mark (of 14963 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_cambridge_20011106_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 6 November 2001: proportional (single transferable vote) election, 28 candidates, 19 rank positions offered, 17489 ballots with at least one mark (of 17688 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20031104_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 4 November 2003: proportional (single transferable vote) election, 29 candidates, 20 rank positions offered, 20537 ballots with at least one mark (of 20958 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20031104_school rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts School Committee (six seats, at large), 4 November 2003: proportional (single transferable vote) election, 14 candidates, 8 rank positions offered, 19073 ballots with at least one mark (of 20908 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20051108_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 8 November 2005: proportional (single transferable vote) election, 27 candidates, 18 rank positions offered, 16115 ballots with at least one mark (of 16202 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20051108_school rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts School Committee (six seats, at large), 8 November 2005: proportional (single transferable vote) election, 14 candidates, 8 rank positions offered, 15513 ballots with at least one mark (of 16189 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20071106_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 6 November 2007: proportional (single transferable vote) election, 25 candidates, 16 rank positions offered, 13663 ballots with at least one mark (of 13721 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20071106_school rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts School Committee (six seats, at large), 6 November 2007: proportional (single transferable vote) election, 15 candidates, 9 rank positions offered, 13304 ballots with at least one mark (of 13709 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20091103_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 3 November 2009: proportional (single transferable vote) election, 29 candidates, 20 rank positions offered, 15984 ballots with at least one mark (of 16073 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20111108_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 8 November 2011: proportional (single transferable vote) election, 26 candidates, 18 rank positions offered, 15889 ballots with at least one mark (of 15971 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20111108_school rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts School Committee (six seats, at large), 8 November 2011: proportional (single transferable vote) election, 17 candidates, 11 rank positions offered, 15327 ballots with at least one mark (of 15904 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20131105_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 5 November 2013: proportional (single transferable vote) election, 28 candidates, 25 rank positions offered, 17774 ballots with at least one mark (of 17846 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20131105_school rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts School Committee (six seats, at large), 5 November 2013: proportional (single transferable vote) election, 15 candidates, 9 rank positions offered, 16616 ballots with at least one mark (of 17720 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20151103_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 3 November 2015: proportional (single transferable vote) election, 30 candidates, 23 rank positions offered, 17902 ballots with at least one mark (of 17959 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20151103_school rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts School Committee (six seats, at large), 3 November 2015: proportional (single transferable vote) election, 17 candidates, 11 rank positions offered, 16840 ballots with at least one mark (of 17859 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20171107_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 7 November 2017: proportional (single transferable vote) election, 27 candidates, 26 rank positions offered, 22545 ballots with at least one mark (of 22596 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20171107_school rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts School Committee (six seats, at large), 7 November 2017: proportional (single transferable vote) election, 18 candidates, 12 rank positions offered, 20729 ballots with at least one mark (of 22452 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20191105_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 5 November 2019 (ballot-level columns: unnamed 0, id1, id2, id3): proportional (single transferable vote) election, 22 candidates, 15 rank positions offered, 21272 ballots with at least one mark (of 21324 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20191105_school rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts School Committee (six seats, at large), 5 November 2019 (ballot-level columns: unnamed 0, id1, id2, id3): proportional (single transferable vote) election, 11 candidates, 11 rank positions offered, 19468 ballots with at least one mark (of 21137 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20211102_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 2 November 2021: proportional (single transferable vote) election, 20 candidates, 15 rank positions offered, 21889 ballots with at least one mark (of 22074 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20211102_school rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts School Committee (six seats, at large), 2 November 2021 (ballot-level columns: unnamed 0, id1, id2, id3): proportional (single transferable vote) election, 10 candidates, 9 rank positions offered, 20085 ballots with at least one mark (of 21841 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20231107_council rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts City Council (nine seats, at large), 7 November 2023 (ballot-level columns: id1, id2, id3): proportional (single transferable vote) election, 24 candidates, 15 rank positions offered, 23444 ballots with at least one mark (of 23512 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_cambridge_20231107_school rankings · source = "rank" |
Ranked-choice cast vote records, Cambridge, Massachusetts School Committee (six seats, at large), 7 November 2023 (ballot-level columns: id1, id2, id3): proportional (single transferable vote) election, 45 candidates, 11 rank positions offered, 21352 ballots with at least one mark (of 23092 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_corvallis_20221108_councilward9 rankings · source = "rank" |
Ranked-choice cast vote records, Corvallis, Oregon City Council Ward 9, 8 November 2022 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 2432 ballots with at least one mark (of 2929 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_corvallis_20221108_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Corvallis, Oregon Mayor, 8 November 2022 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 20717 ballots with at least one mark (of 23879 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_easthampton_20211102_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Easthampton, Massachusetts Mayor, 2 November 2021: single-winner (instant-runoff) election, 67 candidates, 4 rank positions offered, 4124 ballots with at least one mark (of 4178 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_eastpointe_20191105_council rankings · source = "rank" |
Ranked-choice cast vote records, Eastpointe, Michigan city council, 5 November 2019: proportional (STV) election, 4 candidates, 4 rank positions offered, 5027 ballots with at least one mark (of 5145 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_eastpointe_20201103_council rankings · source = "rank" |
Ranked-choice cast vote records, Eastpointe, Michigan City Council (one seat), 3 November 2020: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 13954 ballots with at least one mark (of 18093 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_eastpointe_20211102_council rankings · source = "rank" |
Ranked-choice cast vote records, Eastpointe, Michigan City Council (two seats, at large), 2 November 2021 (ballot-level columns: ballot style, precinct): proportional (single transferable vote) election, 6 candidates, 4 rank positions offered, 3831 ballots with at least one mark (of 3916 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_elkridge_20211102_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Elk Ridge, Utah Mayor, 2 November 2021: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 1309 ballots with at least one mark (of 1311 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_genola_20211102_council rankings · source = "rank" |
Ranked-choice cast vote records, Genola, Utah city council, 2 November 2021: sequential election, 3 candidates, 4 rank positions offered, 384 ballots with at least one mark (of 393 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Sequential ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/04LOQX | link |
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| rcv_lascruces_20191105_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Las Cruces, New Mexico City Council District 2, 5 November 2019 (ballot-level columns: precinct portion, ballot type, counting group, precinct): single-winner (instant-runoff) election, 4 candidates, 4 rank positions offered, 2253 ballots with at least one mark (of 2394 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_lascruces_20191105_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Las Cruces, New Mexico City Council District 4, 5 November 2019 (ballot-level columns: precinct portion, ballot type, counting group, precinct): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 1562 ballots with at least one mark (of 1689 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_lascruces_20191105_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Las Cruces, New Mexico Mayor, 5 November 2019 (ballot-level columns: precinct portion, ballot type, counting group, precinct): single-winner (instant-runoff) election, 10 candidates, 10 rank positions offered, 14107 ballots with at least one mark (of 14156 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_lehi_20211102_council rankings · source = "rank" |
Ranked-choice cast vote records, Lehi, Utah City Council at large (2 seats), 2 November 2021: sequential (repeated instant-runoff) multi-winner election, 9 candidates, 9 rank positions offered, 11202 ballots with at least one mark (of 11471 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Sequential ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/04LOQX | link |
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| rcv_maine_20180612_cd2demnominee rankings · source = "rank" |
Ranked-choice cast vote records, Maine Democratic primary, U.S. Representative, Congressional District 2, 12 June 2018: single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 45437 ballots with at least one mark (of 50845 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_maine_20180612_governordemnominee rankings · source = "rank" |
Ranked-choice cast vote records, Maine Democratic primary, Governor, 12 June 2018: single-winner (instant-runoff) election, 7 candidates, 8 rank positions offered, 126715 ballots with at least one mark (of 132250 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_maine_20181106_congressionald2 rankings · source = "rank" |
Ranked-choice cast vote records, Maine general election, U.S. Representative, Congressional District 2, 6 November 2018: single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 290366 ballots with at least one mark (of 296077 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_maine_20200714_cd2repnominee rankings · source = "rank" |
Ranked-choice cast vote records, Maine Republican primary, U.S. Representative, Congressional District 2, 14 July 2020 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 52988 ballots with at least one mark (of 58506 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_maine_20200714_statehd41demnominee rankings · source = "rank" |
Ranked-choice cast vote records, Maine Democratic primary, State House District 41, 14 July 2020 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 2524 ballots with at least one mark (of 2638 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_maine_20200714_statehd47demnominee rankings · source = "rank" |
Ranked-choice cast vote records, Maine Democratic primary, State House District 47, 14 July 2020 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 2499 ballots with at least one mark (of 2624 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_maine_20200714_statehd49demnominee rankings · source = "rank" |
Ranked-choice cast vote records, Maine Democratic primary, State House District 49, 14 July 2020 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 2173 ballots with at least one mark (of 2358 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_maine_20200714_statehd90demnominee rankings · source = "rank" |
Ranked-choice cast vote records, Maine Democratic primary, State House District 90, 14 July 2020 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 2030 ballots with at least one mark (of 2083 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_maine_20200714_statesd11demnominee rankings · source = "rank" |
Ranked-choice cast vote records, Maine Democratic primary, State Senate District 11, 14 July 2020 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 5296 ballots with at least one mark (of 5723 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_maine_20221108_congressionald2 rankings · source = "rank" |
Ranked-choice cast vote records, Maine general election, U.S. Representative, Congressional District 2, 8 November 2022 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 317834 ballots with at least one mark (of 322778 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_maine_20241105_cd2 rankings · source = "rank" |
Ranked-choice cast vote records, Maine general election, U.S. Representative, Congressional District 2, 5 November 2024 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 393463 ballots with at least one mark (of 402936 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_minnetonka_20211102_councilalseata rankings · source = "rank" |
Ranked-choice cast vote records, Minnetonka, Minnesota City Council at large, Seat A, 2 November 2021 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 10800 ballots with at least one mark (of 11350 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_minnetonka_20211102_councilalseatb rankings · source = "rank" |
Ranked-choice cast vote records, Minnetonka, Minnesota City Council at large, Seat B, 2 November 2021 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 10175 ballots with at least one mark (of 11350 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_minnetonka_20211102_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Minnetonka, Minnesota Mayor, 2 November 2021 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 11015 ballots with at least one mark (of 11350 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_minnetonka_20231107_councilward1 rankings · source = "rank" |
Ranked-choice cast vote records, Minnetonka, Minnesota City Council Ward 1, 7 November 2023 (ballot-level columns: precinct): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 3032 ballots with at least one mark (of 3159 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_minnetonka_20231107_councilward2 rankings · source = "rank" |
Ranked-choice cast vote records, Minnetonka, Minnesota City Council Ward 2, 7 November 2023 (ballot-level columns: precinct): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 2403 ballots with at least one mark (of 2526 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_minnetonka_20231107_councilward3 rankings · source = "rank" |
Ranked-choice cast vote records, Minnetonka, Minnesota City Council Ward 3, 7 November 2023 (ballot-level columns: precinct): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 3363 ballots with at least one mark (of 3495 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_minnetonka_20231107_councilward4 rankings · source = "rank" |
Ranked-choice cast vote records, Minnetonka, Minnesota City Council Ward 4, 7 November 2023 (ballot-level columns: precinct): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 3290 ballots with at least one mark (of 3567 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_moab_20211102_council rankings · source = "rank" |
Ranked-choice cast vote records, Moab, Utah City Council at large (2 seats), 2 November 2021 (ballot-level columns: vote): sequential (repeated instant-runoff) multi-winner election, 6 candidates, 6 rank positions offered, 1831 ballots with at least one mark (of 1847 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Sequential ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/04LOQX | link |
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| rcv_mpls_20091106_boardoftaxational rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Board of Estimate and Taxation at-large, 3 November 2009: proportional (STV) election, 6 candidates, 3 rank positions offered, 32086 ballots with at least one mark (of 45968 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_mpls_20091106_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota mayor, 3 November 2009: single-winner (instant-runoff) election, 11 candidates, 3 rank positions offered, 45157 ballots with at least one mark (of 45968 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_mpls_20091106_parksboardal rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board at-large, 3 November 2009: proportional (STV) election, 8 candidates, 3 rank positions offered, 36655 ballots with at least one mark (of 45968 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
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| rcv_mpls_20091106_parksboardd1 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 1, 3 November 2009: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 5842 ballots with at least one mark (of 6907 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_mpls_20091106_parksboardd2 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 2, 3 November 2009: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5100 ballots with at least one mark (of 5944 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_parksboardd3 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 3, 3 November 2009: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 4736 ballots with at least one mark (of 6160 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_parksboardd4 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 4, 3 November 2009 (one named candidate on the ballot): single-winner (instant-runoff) election, 1 candidate, 3 rank positions offered, 5143 ballots with at least one mark (of 7389 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_parksboardd5 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 5, 3 November 2009: single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 7848 ballots with at least one mark (of 9382 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_parksboardd6 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 6, 3 November 2009: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 8354 ballots with at least one mark (of 10186 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_ward10council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 10, 3 November 2009: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 3329 ballots with at least one mark (of 3431 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_ward11council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 11, 3 November 2009: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 4010 ballots with at least one mark (of 4235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_ward12council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 12, 3 November 2009: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 4718 ballots with at least one mark (of 4818 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_mpls_20091106_ward13council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 13, 3 November 2009: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 5981 ballots with at least one mark (of 6059 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_ward1council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 1, 3 November 2009: single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 3969 ballots with at least one mark (of 4016 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_ward2council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 2, 3 November 2009: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 2689 ballots with at least one mark (of 2842 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_mpls_20091106_ward3council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 3, 3 November 2009 (five names printed on the ballot, one of them not a candidate code in this file): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 2222 ballots with at least one mark (of 2257 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_mpls_20091106_ward4council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 4, 3 November 2009: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 3299 ballots with at least one mark (of 3322 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_ward5council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 5, 3 November 2009: single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 2170 ballots with at least one mark (of 2200 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_ward6council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 6, 3 November 2009: single-winner (instant-runoff) election, 6 candidates, 3 rank positions offered, 1930 ballots with at least one mark (of 1982 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_ward7council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 7, 3 November 2009: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 4392 ballots with at least one mark (of 4532 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_ward8council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 8, 3 November 2009: single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 3096 ballots with at least one mark (of 3239 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20091106_ward9council rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 9, 3 November 2009: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 2995 ballots with at least one mark (of 3035 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20131105_boardoftaxational rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Board of Estimate and Taxation at-large, 5 November 2013: proportional (STV) election, 4 candidates, 3 rank positions offered, 48915 ballots with at least one mark (of 80101 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_mpls_20131105_councilward13 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 13, 5 November 2013: single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 10460 ballots with at least one mark (of 10742 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20131105_councilward5 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 5, 5 November 2013: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 3499 ballots with at least one mark (of 3622 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20131105_councilward9 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 9, 5 November 2013: single-winner (instant-runoff) election, 6 candidates, 3 rank positions offered, 4180 ballots with at least one mark (of 4310 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20131105_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota mayor, 5 November 2013: single-winner (instant-runoff) election, 35 candidates, 3 rank positions offered, 79462 ballots with at least one mark (of 80101 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20131105_parksboardal rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board at-large, 5 November 2013: proportional (STV) election, 10 candidates, 3 rank positions offered, 59530 ballots with at least one mark (of 80101 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_mpls_20131105_parksboardd2 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 2, 5 November 2013: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6054 ballots with at least one mark (of 8458 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20131105_parksboardd6 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 6, 5 November 2013: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 13741 ballots with at least one mark (of 18523 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_boardoftaxational rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Board of Estimate and Taxation at-large, 7 November 2017 (2 names printed on the ballot for 2 seats plus one write-in candidate named in the file): proportional (STV) election, 3 candidates, 3 rank positions offered, 69823 ballots with at least one mark (of 105928 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of all names in the file, the named write-ins included (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_mpls_20171107_councilward1 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 1, 7 November 2017: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 8734 ballots with at least one mark (of 8864 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward10 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 10, 7 November 2017: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 7596 ballots with at least one mark (of 7911 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward11 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 11, 7 November 2017: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 9160 ballots with at least one mark (of 9592 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward12 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 12, 7 November 2017: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 10184 ballots with at least one mark (of 10704 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward13 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 13, 7 November 2017: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 11315 ballots with at least one mark (of 11742 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward2 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 2, 7 November 2017 (one named candidate on the ballot): single-winner (instant-runoff) election, 1 candidate, 3 rank positions offered, 6091 ballots with at least one mark (of 7034 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward3 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 3, 7 November 2017: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 9592 ballots with at least one mark (of 9877 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward4 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 4, 7 November 2017: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 5265 ballots with at least one mark (of 5349 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward5 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 5, 7 November 2017: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 4217 ballots with at least one mark (of 4278 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward6 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 6, 7 November 2017 (3 names printed on the ballot plus one write-in candidate named in the file): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 7238 ballots with at least one mark (of 7397 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of all names in the file, the named write-ins included (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward7 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 7, 7 November 2017: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 9090 ballots with at least one mark (of 9255 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward8 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 8, 7 November 2017: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 7898 ballots with at least one mark (of 8275 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_councilward9 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 9, 7 November 2017: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 5519 ballots with at least one mark (of 5650 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota mayor, 7 November 2017 (16 names printed on the ballot plus two write-in candidates named in the file): single-winner (instant-runoff) election, 18 candidates, 3 rank positions offered, 104559 ballots with at least one mark (of 105928 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of all names in the file, the named write-ins included (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_parksboardal rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board at-large, 7 November 2017 (9 names printed on the ballot plus one write-in candidate named in the file): proportional (STV) election, 10 candidates, 3 rank positions offered, 84418 ballots with at least one mark (of 105928 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of all names in the file, the named write-ins included (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_mpls_20171107_parksboardd1 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 1, 7 November 2017: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 14306 ballots with at least one mark (of 17785 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_parksboardd2 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 2, 7 November 2017: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 8935 ballots with at least one mark (of 11162 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_parksboardd3 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 3, 7 November 2017: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 14645 ballots with at least one mark (of 16601 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_parksboardd4 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 4, 7 November 2017: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 13515 ballots with at least one mark (of 18167 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_parksboardd5 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 5, 7 November 2017: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 16240 ballots with at least one mark (of 20615 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20171107_parksboardd6 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 6, 7 November 2017: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 18488 ballots with at least one mark (of 21598 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20200811_councilward6sp rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 6 special election, 11 August 2020: single-winner (instant-runoff) election, 12 candidates, 3 rank positions offered, 7758 ballots with at least one mark (of 8046 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_boardoftaxational rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Board of Estimate and Taxation at-large, 2 November 2021: proportional (STV) election, 4 candidates, 3 rank positions offered, 95669 ballots with at least one mark (of 145337 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_mpls_20211102_councilward1 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 1, 2 November 2021: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 11439 ballots with at least one mark (of 12142 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward10 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 10, 2 November 2021: single-winner (instant-runoff) election, 6 candidates, 3 rank positions offered, 10660 ballots with at least one mark (of 11345 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward11 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 11, 2 November 2021: single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 13378 ballots with at least one mark (of 13877 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward12 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 12, 2 November 2021: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 15361 ballots with at least one mark (of 16083 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward13 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 13, 2 November 2021: single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 16466 ballots with at least one mark (of 17028 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward2 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 2, 2 November 2021: single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 9531 ballots with at least one mark (of 9799 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward3 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 3, 2 November 2021: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 13360 ballots with at least one mark (of 14438 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward4 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 4, 2 November 2021: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 7262 ballots with at least one mark (of 7500 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward5 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 5, 2 November 2021: single-winner (instant-runoff) election, 7 candidates, 3 rank positions offered, 5488 ballots with at least one mark (of 5616 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward6 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 6, 2 November 2021: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6313 ballots with at least one mark (of 6871 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward7 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 7, 2 November 2021: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 11655 ballots with at least one mark (of 12329 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward8 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 8, 2 November 2021: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 10648 ballots with at least one mark (of 11326 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_councilward9 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 9, 2 November 2021: single-winner (instant-runoff) election, 8 candidates, 3 rank positions offered, 6693 ballots with at least one mark (of 6983 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota mayor, 2 November 2021 (17 names printed on the ballot plus one declared write-in candidate named in the file): single-winner (instant-runoff) election, 18 candidates, 3 rank positions offered, 144029 ballots with at least one mark (of 145337 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_parkboardd1 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 1, 2 November 2021 (one named candidate on the ballot): single-winner (instant-runoff) election, 1 candidate, 3 rank positions offered, 14731 ballots with at least one mark (of 24351 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_parkboardd2 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 2, 2 November 2021: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 10811 ballots with at least one mark (of 15345 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_parkboardd3 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 3, 2 November 2021: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 15257 ballots with at least one mark (of 19233 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_parkboardd4 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 4, 2 November 2021: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 19349 ballots with at least one mark (of 25623 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_parkboardd5 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 5, 2 November 2021: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 21992 ballots with at least one mark (of 30308 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_parkboardd6 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board District 6, 2 November 2021: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 24526 ballots with at least one mark (of 30477 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20211102_parksboardal rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota Park and Recreation Board at-large, 2 November 2021: proportional (STV) election, 7 candidates, 3 rank positions offered, 106783 ballots with at least one mark (of 145337 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
|
| rcv_mpls_20231107_councilw1 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 1, 7 November 2023: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 4488 ballots with at least one mark (of 4500 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw10 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 10, 7 November 2023: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 6315 ballots with at least one mark (of 6316 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw11 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 11, 7 November 2023: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5962 ballots with at least one mark (of 5972 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw12 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 12, 7 November 2023: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 12148 ballots with at least one mark (of 12167 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw13 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 13, 7 November 2023: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 10025 ballots with at least one mark (of 10028 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw2 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 2, 7 November 2023 (one named candidate on the ballot plus one write-in candidate named in the file): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 2061 ballots with at least one mark (of 2075 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of all names in the file, the named write-ins included (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw3 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 3, 7 November 2023: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5695 ballots with at least one mark (of 5699 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw4 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 4, 7 November 2023: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 3426 ballots with at least one mark (of 3430 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw5 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 5, 7 November 2023: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 3186 ballots with at least one mark (of 3194 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw6 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 6, 7 November 2023: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 5185 ballots with at least one mark (of 5186 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw7 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 7, 7 November 2023: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 7990 ballots with at least one mark (of 7998 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw8 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 8, 7 November 2023: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 8064 ballots with at least one mark (of 8068 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_mpls_20231107_councilw9 rankings · source = "rank" |
Ranked-choice cast vote records, Minneapolis, Minnesota city council Ward 9, 7 November 2023: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 4324 ballots with at least one mark (of 4327 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nsw_20150328_la_albury rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Albury: every ballot paper scrutinised (48028 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Albury. https://pastvtr.elections.nsw.gov.au/SGE2015/la/albury/preferences/index.htm (read 2026-10-15). | link |
|
| rcv_nsw_20150328_la_auburn rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Auburn: every ballot paper scrutinised (46343 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Auburn. https://pastvtr.elections.nsw.gov.au/SGE2015/la/auburn/preferences/index.htm (read 2026-10-15). | link |
|
| rcv_nsw_20150328_la_ballina rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Ballina: every ballot paper scrutinised (48599 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Ballina. https://pastvtr.elections.nsw.gov.au/SGE2015/la/ballina/preferences/index.htm (read 2026-10-15). | link |
|
| rcv_nsw_20150328_la_balmain rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Balmain: every ballot paper scrutinised (47951 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Balmain. https://pastvtr.elections.nsw.gov.au/SGE2015/la/balmain/preferences/index.htm (read 2026-10-15). | link |
|
| rcv_nsw_20150328_la_bankstown rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Bankstown: every ballot paper scrutinised (45693 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Bankstown. https://pastvtr.elections.nsw.gov.au/SGE2015/la/bankstown/preferences/index.htm (read 2026-10-15). | link |
|
| rcv_nsw_20150328_la_barwon rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Barwon: every ballot paper scrutinised (49381 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Barwon. https://pastvtr.elections.nsw.gov.au/SGE2015/la/barwon/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_bathurst rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Bathurst: every ballot paper scrutinised (49959 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Bathurst. https://pastvtr.elections.nsw.gov.au/SGE2015/la/bathurst/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_baulkham_hills rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Baulkham Hills: every ballot paper scrutinised (50656 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Baulkham Hills. https://pastvtr.elections.nsw.gov.au/SGE2015/la/baulkham-hills/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_bega rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Bega: every ballot paper scrutinised (49096 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Bega. https://pastvtr.elections.nsw.gov.au/SGE2015/la/bega/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_blacktown rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Blacktown: every ballot paper scrutinised (48526 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Blacktown. https://pastvtr.elections.nsw.gov.au/SGE2015/la/blacktown/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_blue_mountains rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Blue Mountains: every ballot paper scrutinised (49803 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Blue Mountains. https://pastvtr.elections.nsw.gov.au/SGE2015/la/blue-mountains/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_cabramatta rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Cabramatta: every ballot paper scrutinised (49941 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Cabramatta. https://pastvtr.elections.nsw.gov.au/SGE2015/la/cabramatta/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_camden rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Camden: every ballot paper scrutinised (49954 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Camden. https://pastvtr.elections.nsw.gov.au/SGE2015/la/camden/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_campbelltown rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Campbelltown: every ballot paper scrutinised (47136 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Campbelltown. https://pastvtr.elections.nsw.gov.au/SGE2015/la/campbelltown/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_canterbury rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Canterbury: every ballot paper scrutinised (50031 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Canterbury. https://pastvtr.elections.nsw.gov.au/SGE2015/la/canterbury/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_castle_hill rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Castle Hill: every ballot paper scrutinised (49403 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Castle Hill. https://pastvtr.elections.nsw.gov.au/SGE2015/la/castle-hill/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_cessnock rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Cessnock: every ballot paper scrutinised (47943 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Cessnock. https://pastvtr.elections.nsw.gov.au/SGE2015/la/cessnock/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_charlestown rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Charlestown: every ballot paper scrutinised (50924 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Charlestown. https://pastvtr.elections.nsw.gov.au/SGE2015/la/charlestown/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_clarence rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Clarence: every ballot paper scrutinised (48704 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Clarence. https://pastvtr.elections.nsw.gov.au/SGE2015/la/clarence/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_coffs_harbour rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Coffs Harbour: every ballot paper scrutinised (46670 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Coffs Harbour. https://pastvtr.elections.nsw.gov.au/SGE2015/la/coffs-harbour/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_coogee rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Coogee: every ballot paper scrutinised (47439 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Coogee. https://pastvtr.elections.nsw.gov.au/SGE2015/la/coogee/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_cootamundra rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Cootamundra: every ballot paper scrutinised (48470 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Cootamundra. https://pastvtr.elections.nsw.gov.au/SGE2015/la/cootamundra/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_cronulla rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Cronulla: every ballot paper scrutinised (51897 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Cronulla. https://pastvtr.elections.nsw.gov.au/SGE2015/la/cronulla/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_davidson rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Davidson: every ballot paper scrutinised (50270 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Davidson. https://pastvtr.elections.nsw.gov.au/SGE2015/la/davidson/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_drummoyne rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Drummoyne: every ballot paper scrutinised (48026 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Drummoyne. https://pastvtr.elections.nsw.gov.au/SGE2015/la/drummoyne/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_dubbo rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Dubbo: every ballot paper scrutinised (48164 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Dubbo. https://pastvtr.elections.nsw.gov.au/SGE2015/la/dubbo/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_east_hills rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of East Hills: every ballot paper scrutinised (49586 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, East Hills. https://pastvtr.elections.nsw.gov.au/SGE2015/la/east-hills/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_epping rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Epping: every ballot paper scrutinised (50784 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Epping. https://pastvtr.elections.nsw.gov.au/SGE2015/la/epping/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_fairfield rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Fairfield: every ballot paper scrutinised (48573 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Fairfield. https://pastvtr.elections.nsw.gov.au/SGE2015/la/fairfield/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_gosford rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Gosford: every ballot paper scrutinised (49835 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Gosford. https://pastvtr.elections.nsw.gov.au/SGE2015/la/gosford/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_goulburn rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Goulburn: every ballot paper scrutinised (50046 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Goulburn. https://pastvtr.elections.nsw.gov.au/SGE2015/la/goulburn/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_granville rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Granville: every ballot paper scrutinised (47449 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Granville. https://pastvtr.elections.nsw.gov.au/SGE2015/la/granville/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_hawkesbury rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Hawkesbury: every ballot paper scrutinised (48928 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Hawkesbury. https://pastvtr.elections.nsw.gov.au/SGE2015/la/hawkesbury/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_heathcote rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Heathcote: every ballot paper scrutinised (52789 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Heathcote. https://pastvtr.elections.nsw.gov.au/SGE2015/la/heathcote/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_heffron rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Heffron: every ballot paper scrutinised (47925 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Heffron. https://pastvtr.elections.nsw.gov.au/SGE2015/la/heffron/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_holsworthy rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Holsworthy: every ballot paper scrutinised (49571 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Holsworthy. https://pastvtr.elections.nsw.gov.au/SGE2015/la/holsworthy/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_hornsby rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Hornsby: every ballot paper scrutinised (51010 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Hornsby. https://pastvtr.elections.nsw.gov.au/SGE2015/la/hornsby/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_keira rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Keira: every ballot paper scrutinised (52105 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Keira. https://pastvtr.elections.nsw.gov.au/SGE2015/la/keira/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_kiama rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Kiama: every ballot paper scrutinised (49080 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Kiama. https://pastvtr.elections.nsw.gov.au/SGE2015/la/kiama/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_kogarah rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Kogarah: every ballot paper scrutinised (48648 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Kogarah. https://pastvtr.elections.nsw.gov.au/SGE2015/la/kogarah/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_ku_ring_gai rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Ku Ring Gai: every ballot paper scrutinised (49623 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Ku Ring Gai. https://pastvtr.elections.nsw.gov.au/SGE2015/la/ku-ring-gai/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_lake_macquarie rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Lake Macquarie: every ballot paper scrutinised (49295 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Lake Macquarie. https://pastvtr.elections.nsw.gov.au/SGE2015/la/lake-macquarie/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_lakemba rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Lakemba: every ballot paper scrutinised (47366 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Lakemba. https://pastvtr.elections.nsw.gov.au/SGE2015/la/lakemba/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_lane_cove rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Lane Cove: every ballot paper scrutinised (49942 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Lane Cove. https://pastvtr.elections.nsw.gov.au/SGE2015/la/lane-cove/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_lismore rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Lismore: every ballot paper scrutinised (48114 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Lismore. https://pastvtr.elections.nsw.gov.au/SGE2015/la/lismore/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_liverpool rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Liverpool: every ballot paper scrutinised (47884 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Liverpool. https://pastvtr.elections.nsw.gov.au/SGE2015/la/liverpool/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_londonderry rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Londonderry: every ballot paper scrutinised (48553 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Londonderry. https://pastvtr.elections.nsw.gov.au/SGE2015/la/londonderry/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_macquarie_fields rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Macquarie Fields: every ballot paper scrutinised (49286 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Macquarie Fields. https://pastvtr.elections.nsw.gov.au/SGE2015/la/macquarie-fields/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_maitland rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Maitland: every ballot paper scrutinised (49523 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Maitland. https://pastvtr.elections.nsw.gov.au/SGE2015/la/maitland/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_manly rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Manly: every ballot paper scrutinised (48329 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Manly. https://pastvtr.elections.nsw.gov.au/SGE2015/la/manly/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_maroubra rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Maroubra: every ballot paper scrutinised (47871 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Maroubra. https://pastvtr.elections.nsw.gov.au/SGE2015/la/maroubra/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_miranda rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Miranda: every ballot paper scrutinised (51159 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Miranda. https://pastvtr.elections.nsw.gov.au/SGE2015/la/miranda/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_monaro rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Monaro: every ballot paper scrutinised (47440 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Monaro. https://pastvtr.elections.nsw.gov.au/SGE2015/la/monaro/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_mount_druitt rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Mount Druitt: every ballot paper scrutinised (47458 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Mount Druitt. https://pastvtr.elections.nsw.gov.au/SGE2015/la/mount-druitt/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_mulgoa rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Mulgoa: every ballot paper scrutinised (50392 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Mulgoa. https://pastvtr.elections.nsw.gov.au/SGE2015/la/mulgoa/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_murray rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Murray: every ballot paper scrutinised (48199 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Murray. https://pastvtr.elections.nsw.gov.au/SGE2015/la/murray/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_myall_lakes rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Myall Lakes: every ballot paper scrutinised (49729 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Myall Lakes. https://pastvtr.elections.nsw.gov.au/SGE2015/la/myall-lakes/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_newcastle rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Newcastle: every ballot paper scrutinised (49986 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Newcastle. https://pastvtr.elections.nsw.gov.au/SGE2015/la/newcastle/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_newtown rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Newtown: every ballot paper scrutinised (46576 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Newtown. https://pastvtr.elections.nsw.gov.au/SGE2015/la/newtown/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_north_shore rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of North Shore: every ballot paper scrutinised (47181 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, North Shore. https://pastvtr.elections.nsw.gov.au/SGE2015/la/north-shore/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_northern_tablelands rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Northern Tablelands: every ballot paper scrutinised (49430 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Northern Tablelands. https://pastvtr.elections.nsw.gov.au/SGE2015/la/northern-tablelands/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_oatley rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Oatley: every ballot paper scrutinised (49747 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Oatley. https://pastvtr.elections.nsw.gov.au/SGE2015/la/oatley/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_orange rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Orange: every ballot paper scrutinised (50226 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Orange. https://pastvtr.elections.nsw.gov.au/SGE2015/la/orange/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_oxley rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Oxley: every ballot paper scrutinised (48107 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Oxley. https://pastvtr.elections.nsw.gov.au/SGE2015/la/oxley/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_parramatta rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Parramatta: every ballot paper scrutinised (49282 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Parramatta. https://pastvtr.elections.nsw.gov.au/SGE2015/la/parramatta/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_penrith rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Penrith: every ballot paper scrutinised (49573 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Penrith. https://pastvtr.elections.nsw.gov.au/SGE2015/la/penrith/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_pittwater rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Pittwater: every ballot paper scrutinised (49547 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Pittwater. https://pastvtr.elections.nsw.gov.au/SGE2015/la/pittwater/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_port_macquarie rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Port Macquarie: every ballot paper scrutinised (50660 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Port Macquarie. https://pastvtr.elections.nsw.gov.au/SGE2015/la/port-macquarie/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_port_stephens rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Port Stephens: every ballot paper scrutinised (48648 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Port Stephens. https://pastvtr.elections.nsw.gov.au/SGE2015/la/port-stephens/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_prospect rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Prospect: every ballot paper scrutinised (49617 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Prospect. https://pastvtr.elections.nsw.gov.au/SGE2015/la/prospect/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_riverstone rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Riverstone: every ballot paper scrutinised (48504 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Riverstone. https://pastvtr.elections.nsw.gov.au/SGE2015/la/riverstone/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_rockdale rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Rockdale: every ballot paper scrutinised (48411 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Rockdale. https://pastvtr.elections.nsw.gov.au/SGE2015/la/rockdale/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_ryde rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Ryde: every ballot paper scrutinised (49808 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Ryde. https://pastvtr.elections.nsw.gov.au/SGE2015/la/ryde/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_seven_hills rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Seven Hills: every ballot paper scrutinised (49807 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Seven Hills. https://pastvtr.elections.nsw.gov.au/SGE2015/la/seven-hills/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_shellharbour rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Shellharbour: every ballot paper scrutinised (53363 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Shellharbour. https://pastvtr.elections.nsw.gov.au/SGE2015/la/shellharbour/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_south_coast rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of South Coast: every ballot paper scrutinised (47254 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, South Coast. https://pastvtr.elections.nsw.gov.au/SGE2015/la/south-coast/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_strathfield rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Strathfield: every ballot paper scrutinised (48085 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Strathfield. https://pastvtr.elections.nsw.gov.au/SGE2015/la/strathfield/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_summer_hill rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Summer Hill: every ballot paper scrutinised (48702 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Summer Hill. https://pastvtr.elections.nsw.gov.au/SGE2015/la/summer-hill/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_swansea rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Swansea: every ballot paper scrutinised (50065 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Swansea. https://pastvtr.elections.nsw.gov.au/SGE2015/la/swansea/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_sydney rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Sydney: every ballot paper scrutinised (43795 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Sydney. https://pastvtr.elections.nsw.gov.au/SGE2015/la/sydney/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_tamworth rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Tamworth: every ballot paper scrutinised (50167 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Tamworth. https://pastvtr.elections.nsw.gov.au/SGE2015/la/tamworth/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_terrigal rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Terrigal: every ballot paper scrutinised (50501 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Terrigal. https://pastvtr.elections.nsw.gov.au/SGE2015/la/terrigal/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_the_entrance rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of The Entrance: every ballot paper scrutinised (49810 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, The Entrance. https://pastvtr.elections.nsw.gov.au/SGE2015/la/the-entrance/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_tweed rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Tweed: every ballot paper scrutinised (45760 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Tweed. https://pastvtr.elections.nsw.gov.au/SGE2015/la/tweed/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_upper_hunter rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Upper Hunter: every ballot paper scrutinised (48802 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Upper Hunter. https://pastvtr.elections.nsw.gov.au/SGE2015/la/upper-hunter/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_vaucluse rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Vaucluse: every ballot paper scrutinised (47302 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Vaucluse. https://pastvtr.elections.nsw.gov.au/SGE2015/la/vaucluse/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_wagga_wagga rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Wagga Wagga: every ballot paper scrutinised (48162 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Wagga Wagga. https://pastvtr.elections.nsw.gov.au/SGE2015/la/wagga-wagga/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_wakehurst rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Wakehurst: every ballot paper scrutinised (49606 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Wakehurst. https://pastvtr.elections.nsw.gov.au/SGE2015/la/wakehurst/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_wallsend rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Wallsend: every ballot paper scrutinised (51733 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Wallsend. https://pastvtr.elections.nsw.gov.au/SGE2015/la/wallsend/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_willoughby rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Willoughby: every ballot paper scrutinised (48496 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Willoughby. https://pastvtr.elections.nsw.gov.au/SGE2015/la/willoughby/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_wollondilly rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Wollondilly: every ballot paper scrutinised (49028 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Wollondilly. https://pastvtr.elections.nsw.gov.au/SGE2015/la/wollondilly/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_wollongong rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Wollongong: every ballot paper scrutinised (51841 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Wollongong. https://pastvtr.elections.nsw.gov.au/SGE2015/la/wollongong/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20150328_la_wyong rankings · source = "rank" |
New South Wales state general election of 2015-03-28, Legislative Assembly district of Wyong: every ballot paper scrutinised (48153 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2015 NSW State Election results, Legislative Assembly preference data, Wyong. https://pastvtr.elections.nsw.gov.au/SGE2015/la/wyong/preferences/index.htm (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_albury rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Albury: every ballot paper scrutinised (50025 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Albury. https://pastvtr.elections.nsw.gov.au/SG1901/LA/albury/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_auburn rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Auburn: every ballot paper scrutinised (47717 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Auburn. https://pastvtr.elections.nsw.gov.au/SG1901/LA/auburn/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_ballina rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Ballina: every ballot paper scrutinised (51486 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Ballina. https://pastvtr.elections.nsw.gov.au/SG1901/LA/ballina/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_balmain rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Balmain: every ballot paper scrutinised (50080 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Balmain. https://pastvtr.elections.nsw.gov.au/SG1901/LA/balmain/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_bankstown rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Bankstown: every ballot paper scrutinised (46597 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Bankstown. https://pastvtr.elections.nsw.gov.au/SG1901/LA/bankstown/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_barwon rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Barwon: every ballot paper scrutinised (47875 papers, formal and informal), 9 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c09 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Barwon. https://pastvtr.elections.nsw.gov.au/SG1901/LA/barwon/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_bathurst rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Bathurst: every ballot paper scrutinised (52407 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Bathurst. https://pastvtr.elections.nsw.gov.au/SG1901/LA/bathurst/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_baulkham_hills rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Baulkham Hills: every ballot paper scrutinised (51612 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Baulkham Hills. https://pastvtr.elections.nsw.gov.au/SG1901/LA/baulkham-hills/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_bega rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Bega: every ballot paper scrutinised (52173 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Bega. https://pastvtr.elections.nsw.gov.au/SG1901/LA/bega/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_blacktown rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Blacktown: every ballot paper scrutinised (48851 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Blacktown. https://pastvtr.elections.nsw.gov.au/SG1901/LA/blacktown/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_blue_mountains rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Blue Mountains: every ballot paper scrutinised (50478 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Blue Mountains. https://pastvtr.elections.nsw.gov.au/SG1901/LA/blue-mountains/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_cabramatta rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Cabramatta: every ballot paper scrutinised (49445 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Cabramatta. https://pastvtr.elections.nsw.gov.au/SG1901/LA/cabramatta/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_camden rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Camden: every ballot paper scrutinised (65292 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Camden. https://pastvtr.elections.nsw.gov.au/SG1901/LA/camden/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_campbelltown rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Campbelltown: every ballot paper scrutinised (47937 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Campbelltown. https://pastvtr.elections.nsw.gov.au/SG1901/LA/campbelltown/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_canterbury rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Canterbury: every ballot paper scrutinised (51003 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Canterbury. https://pastvtr.elections.nsw.gov.au/SG1901/LA/canterbury/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_castle_hill rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Castle Hill: every ballot paper scrutinised (53925 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Castle Hill. https://pastvtr.elections.nsw.gov.au/SG1901/LA/castle-hill/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_cessnock rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Cessnock: every ballot paper scrutinised (52424 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Cessnock. https://pastvtr.elections.nsw.gov.au/SG1901/LA/cessnock/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_charlestown rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Charlestown: every ballot paper scrutinised (50661 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Charlestown. https://pastvtr.elections.nsw.gov.au/SG1901/LA/charlestown/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_clarence rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Clarence: every ballot paper scrutinised (51012 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Clarence. https://pastvtr.elections.nsw.gov.au/SG1901/LA/clarence/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_coffs_harbour rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Coffs Harbour: every ballot paper scrutinised (49179 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Coffs Harbour. https://pastvtr.elections.nsw.gov.au/SG1901/LA/coffs-harbour/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_coogee rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Coogee: every ballot paper scrutinised (46914 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Coogee. https://pastvtr.elections.nsw.gov.au/SG1901/LA/coogee/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_cootamundra rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Cootamundra: every ballot paper scrutinised (48767 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Cootamundra. https://pastvtr.elections.nsw.gov.au/SG1901/LA/cootamundra/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_cronulla rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Cronulla: every ballot paper scrutinised (52462 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Cronulla. https://pastvtr.elections.nsw.gov.au/SG1901/LA/cronulla/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_davidson rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Davidson: every ballot paper scrutinised (50190 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Davidson. https://pastvtr.elections.nsw.gov.au/SG1901/LA/davidson/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_drummoyne rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Drummoyne: every ballot paper scrutinised (48566 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Drummoyne. https://pastvtr.elections.nsw.gov.au/SG1901/LA/drummoyne/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_dubbo rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Dubbo: every ballot paper scrutinised (50355 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Dubbo. https://pastvtr.elections.nsw.gov.au/SG1901/LA/dubbo/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_east_hills rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of East Hills: every ballot paper scrutinised (49915 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, East Hills. https://pastvtr.elections.nsw.gov.au/SG1901/LA/east-hills/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_epping rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Epping: every ballot paper scrutinised (50369 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Epping. https://pastvtr.elections.nsw.gov.au/SG1901/LA/epping/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_fairfield rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Fairfield: every ballot paper scrutinised (46794 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Fairfield. https://pastvtr.elections.nsw.gov.au/SG1901/LA/fairfield/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_gosford rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Gosford: every ballot paper scrutinised (50425 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Gosford. https://pastvtr.elections.nsw.gov.au/SG1901/LA/gosford/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_goulburn rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Goulburn: every ballot paper scrutinised (52673 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Goulburn. https://pastvtr.elections.nsw.gov.au/SG1901/LA/goulburn/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_granville rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Granville: every ballot paper scrutinised (46345 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Granville. https://pastvtr.elections.nsw.gov.au/SG1901/LA/granville/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_hawkesbury rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Hawkesbury: every ballot paper scrutinised (50913 papers, formal and informal), 9 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c09 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Hawkesbury. https://pastvtr.elections.nsw.gov.au/SG1901/LA/hawkesbury/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_heathcote rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Heathcote: every ballot paper scrutinised (52758 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Heathcote. https://pastvtr.elections.nsw.gov.au/SG1901/LA/heathcote/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_heffron rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Heffron: every ballot paper scrutinised (51302 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Heffron. https://pastvtr.elections.nsw.gov.au/SG1901/LA/heffron/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_holsworthy rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Holsworthy: every ballot paper scrutinised (50500 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Holsworthy. https://pastvtr.elections.nsw.gov.au/SG1901/LA/holsworthy/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_hornsby rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Hornsby: every ballot paper scrutinised (51271 papers, formal and informal), 9 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c09 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Hornsby. https://pastvtr.elections.nsw.gov.au/SG1901/LA/hornsby/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_keira rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Keira: every ballot paper scrutinised (53503 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Keira. https://pastvtr.elections.nsw.gov.au/SG1901/LA/keira/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_kiama rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Kiama: every ballot paper scrutinised (50549 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Kiama. https://pastvtr.elections.nsw.gov.au/SG1901/LA/kiama/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_kogarah rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Kogarah: every ballot paper scrutinised (47696 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Kogarah. https://pastvtr.elections.nsw.gov.au/SG1901/LA/kogarah/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_ku_ring_gai rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Ku Ring Gai: every ballot paper scrutinised (49831 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Ku Ring Gai. https://pastvtr.elections.nsw.gov.au/SG1901/LA/ku-ring-gai/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_lake_macquarie rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Lake Macquarie: every ballot paper scrutinised (51909 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Lake Macquarie. https://pastvtr.elections.nsw.gov.au/SG1901/LA/lake-macquarie/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_lakemba rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Lakemba: every ballot paper scrutinised (47531 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Lakemba. https://pastvtr.elections.nsw.gov.au/SG1901/LA/lakemba/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_lane_cove rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Lane Cove: every ballot paper scrutinised (52022 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Lane Cove. https://pastvtr.elections.nsw.gov.au/SG1901/LA/lane-cove/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_lismore rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Lismore: every ballot paper scrutinised (49653 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Lismore. https://pastvtr.elections.nsw.gov.au/SG1901/LA/lismore/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_liverpool rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Liverpool: every ballot paper scrutinised (49735 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Liverpool. https://pastvtr.elections.nsw.gov.au/SG1901/LA/liverpool/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_londonderry rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Londonderry: every ballot paper scrutinised (55435 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Londonderry. https://pastvtr.elections.nsw.gov.au/SG1901/LA/londonderry/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_macquarie_fields rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Macquarie Fields: every ballot paper scrutinised (55347 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Macquarie Fields. https://pastvtr.elections.nsw.gov.au/SG1901/LA/macquarie-fields/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_maitland rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Maitland: every ballot paper scrutinised (55196 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Maitland. https://pastvtr.elections.nsw.gov.au/SG1901/LA/maitland/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_manly rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Manly: every ballot paper scrutinised (49377 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Manly. https://pastvtr.elections.nsw.gov.au/SG1901/LA/manly/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_maroubra rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Maroubra: every ballot paper scrutinised (49642 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Maroubra. https://pastvtr.elections.nsw.gov.au/SG1901/LA/maroubra/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_miranda rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Miranda: every ballot paper scrutinised (50402 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Miranda. https://pastvtr.elections.nsw.gov.au/SG1901/LA/miranda/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_monaro rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Monaro: every ballot paper scrutinised (50758 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Monaro. https://pastvtr.elections.nsw.gov.au/SG1901/LA/monaro/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_mount_druitt rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Mount Druitt: every ballot paper scrutinised (49444 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Mount Druitt. https://pastvtr.elections.nsw.gov.au/SG1901/LA/mount-druitt/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_mulgoa rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Mulgoa: every ballot paper scrutinised (53588 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Mulgoa. https://pastvtr.elections.nsw.gov.au/SG1901/LA/mulgoa/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_murray rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Murray: every ballot paper scrutinised (49122 papers, formal and informal), 10 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c10 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Murray. https://pastvtr.elections.nsw.gov.au/SG1901/LA/murray/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_myall_lakes rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Myall Lakes: every ballot paper scrutinised (52030 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Myall Lakes. https://pastvtr.elections.nsw.gov.au/SG1901/LA/myall-lakes/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_newcastle rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Newcastle: every ballot paper scrutinised (52022 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Newcastle. https://pastvtr.elections.nsw.gov.au/SG1901/LA/newcastle/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_newtown rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Newtown: every ballot paper scrutinised (47316 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Newtown. https://pastvtr.elections.nsw.gov.au/SG1901/LA/newtown/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_north_shore rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of North Shore: every ballot paper scrutinised (48493 papers, formal and informal), 9 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c09 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, North Shore. https://pastvtr.elections.nsw.gov.au/SG1901/LA/north-shore/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_northern_tablelands rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Northern Tablelands: every ballot paper scrutinised (49657 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Northern Tablelands. https://pastvtr.elections.nsw.gov.au/SG1901/LA/northern-tablelands/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_oatley rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Oatley: every ballot paper scrutinised (49601 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Oatley. https://pastvtr.elections.nsw.gov.au/SG1901/LA/oatley/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_orange rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Orange: every ballot paper scrutinised (52106 papers, formal and informal), 9 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c09 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Orange. https://pastvtr.elections.nsw.gov.au/SG1901/LA/orange/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_oxley rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Oxley: every ballot paper scrutinised (50301 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Oxley. https://pastvtr.elections.nsw.gov.au/SG1901/LA/oxley/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_parramatta rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Parramatta: every ballot paper scrutinised (50349 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Parramatta. https://pastvtr.elections.nsw.gov.au/SG1901/LA/parramatta/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_penrith rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Penrith: every ballot paper scrutinised (50672 papers, formal and informal), 10 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c10 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Penrith. https://pastvtr.elections.nsw.gov.au/SG1901/LA/penrith/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_pittwater rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Pittwater: every ballot paper scrutinised (50465 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Pittwater. https://pastvtr.elections.nsw.gov.au/SG1901/LA/pittwater/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_port_macquarie rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Port Macquarie: every ballot paper scrutinised (54706 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Port Macquarie. https://pastvtr.elections.nsw.gov.au/SG1901/LA/port-macquarie/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_port_stephens rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Port Stephens: every ballot paper scrutinised (51432 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Port Stephens. https://pastvtr.elections.nsw.gov.au/SG1901/LA/port-stephens/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_prospect rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Prospect: every ballot paper scrutinised (49087 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Prospect. https://pastvtr.elections.nsw.gov.au/SG1901/LA/prospect/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_riverstone rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Riverstone: every ballot paper scrutinised (55122 papers, formal and informal), 3 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c03 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Riverstone. https://pastvtr.elections.nsw.gov.au/SG1901/LA/riverstone/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_rockdale rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Rockdale: every ballot paper scrutinised (50210 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Rockdale. https://pastvtr.elections.nsw.gov.au/SG1901/LA/rockdale/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_ryde rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Ryde: every ballot paper scrutinised (49843 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Ryde. https://pastvtr.elections.nsw.gov.au/SG1901/LA/ryde/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_seven_hills rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Seven Hills: every ballot paper scrutinised (48549 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Seven Hills. https://pastvtr.elections.nsw.gov.au/SG1901/LA/seven-hills/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_shellharbour rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Shellharbour: every ballot paper scrutinised (57623 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Shellharbour. https://pastvtr.elections.nsw.gov.au/SG1901/LA/shellharbour/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_south_coast rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of South Coast: every ballot paper scrutinised (50887 papers, formal and informal), 3 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c03 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, South Coast. https://pastvtr.elections.nsw.gov.au/SG1901/LA/south-coast/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_strathfield rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Strathfield: every ballot paper scrutinised (47654 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Strathfield. https://pastvtr.elections.nsw.gov.au/SG1901/LA/strathfield/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_summer_hill rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Summer Hill: every ballot paper scrutinised (50236 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Summer Hill. https://pastvtr.elections.nsw.gov.au/SG1901/LA/summer-hill/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_swansea rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Swansea: every ballot paper scrutinised (51416 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Swansea. https://pastvtr.elections.nsw.gov.au/SG1901/LA/swansea/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_sydney rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Sydney: every ballot paper scrutinised (44008 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Sydney. https://pastvtr.elections.nsw.gov.au/SG1901/LA/sydney/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_tamworth rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Tamworth: every ballot paper scrutinised (51714 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Tamworth. https://pastvtr.elections.nsw.gov.au/SG1901/LA/tamworth/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_terrigal rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Terrigal: every ballot paper scrutinised (51966 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Terrigal. https://pastvtr.elections.nsw.gov.au/SG1901/LA/terrigal/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_the_entrance rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of The Entrance: every ballot paper scrutinised (50216 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, The Entrance. https://pastvtr.elections.nsw.gov.au/SG1901/LA/the-entrance/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_tweed rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Tweed: every ballot paper scrutinised (48598 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Tweed. https://pastvtr.elections.nsw.gov.au/SG1901/LA/tweed/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_upper_hunter rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Upper Hunter: every ballot paper scrutinised (50226 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Upper Hunter. https://pastvtr.elections.nsw.gov.au/SG1901/LA/upper-hunter/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_vaucluse rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Vaucluse: every ballot paper scrutinised (46879 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Vaucluse. https://pastvtr.elections.nsw.gov.au/SG1901/LA/vaucluse/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_wagga_wagga rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Wagga Wagga: every ballot paper scrutinised (50185 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Wagga Wagga. https://pastvtr.elections.nsw.gov.au/SG1901/LA/wagga-wagga/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_wakehurst rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Wakehurst: every ballot paper scrutinised (50249 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Wakehurst. https://pastvtr.elections.nsw.gov.au/SG1901/LA/wakehurst/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_wallsend rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Wallsend: every ballot paper scrutinised (53202 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Wallsend. https://pastvtr.elections.nsw.gov.au/SG1901/LA/wallsend/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_willoughby rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Willoughby: every ballot paper scrutinised (48791 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Willoughby. https://pastvtr.elections.nsw.gov.au/SG1901/LA/willoughby/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_wollondilly rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Wollondilly: every ballot paper scrutinised (52923 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Wollondilly. https://pastvtr.elections.nsw.gov.au/SG1901/LA/wollondilly/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_wollongong rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Wollongong: every ballot paper scrutinised (53835 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Wollongong. https://pastvtr.elections.nsw.gov.au/SG1901/LA/wollongong/preferences (read 2026-10-15). | link |
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| rcv_nsw_20190323_la_wyong rankings · source = "rank" |
New South Wales state general election of 2019-03-23, Legislative Assembly district of Wyong: every ballot paper scrutinised (50776 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2019 NSW State Election results, Legislative Assembly preference data, Wyong. https://pastvtr.elections.nsw.gov.au/SG1901/LA/wyong/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_albury rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Albury: every ballot paper scrutinised (51583 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Albury. https://pastvtr.elections.nsw.gov.au/SG2301/LA/albury/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_auburn rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Auburn: every ballot paper scrutinised (50139 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Auburn. https://pastvtr.elections.nsw.gov.au/SG2301/LA/auburn/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_badgerys_creek rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Badgerys Creek: every ballot paper scrutinised (54150 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Badgerys Creek. https://pastvtr.elections.nsw.gov.au/SG2301/LA/badgerys-creek/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_ballina rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Ballina: every ballot paper scrutinised (49194 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Ballina. https://pastvtr.elections.nsw.gov.au/SG2301/LA/ballina/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_balmain rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Balmain: every ballot paper scrutinised (50817 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Balmain. https://pastvtr.elections.nsw.gov.au/SG2301/LA/balmain/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_bankstown rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Bankstown: every ballot paper scrutinised (49155 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Bankstown. https://pastvtr.elections.nsw.gov.au/SG2301/LA/bankstown/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_barwon rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Barwon: every ballot paper scrutinised (45221 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Barwon. https://pastvtr.elections.nsw.gov.au/SG2301/LA/barwon/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_bathurst rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Bathurst: every ballot paper scrutinised (53799 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Bathurst. https://pastvtr.elections.nsw.gov.au/SG2301/LA/bathurst/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_bega rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Bega: every ballot paper scrutinised (53179 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Bega. https://pastvtr.elections.nsw.gov.au/SG2301/LA/bega/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_blacktown rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Blacktown: every ballot paper scrutinised (50871 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Blacktown. https://pastvtr.elections.nsw.gov.au/SG2301/LA/blacktown/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_blue_mountains rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Blue Mountains: every ballot paper scrutinised (54199 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Blue Mountains. https://pastvtr.elections.nsw.gov.au/SG2301/LA/blue-mountains/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_cabramatta rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Cabramatta: every ballot paper scrutinised (54334 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Cabramatta. https://pastvtr.elections.nsw.gov.au/SG2301/LA/cabramatta/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_camden rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Camden: every ballot paper scrutinised (56128 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Camden. https://pastvtr.elections.nsw.gov.au/SG2301/LA/camden/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_campbelltown rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Campbelltown: every ballot paper scrutinised (50086 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Campbelltown. https://pastvtr.elections.nsw.gov.au/SG2301/LA/campbelltown/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_canterbury rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Canterbury: every ballot paper scrutinised (50669 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Canterbury. https://pastvtr.elections.nsw.gov.au/SG2301/LA/canterbury/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_castle_hill rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Castle Hill: every ballot paper scrutinised (54727 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Castle Hill. https://pastvtr.elections.nsw.gov.au/SG2301/LA/castle-hill/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_cessnock rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Cessnock: every ballot paper scrutinised (55012 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Cessnock. https://pastvtr.elections.nsw.gov.au/SG2301/LA/cessnock/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_charlestown rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Charlestown: every ballot paper scrutinised (54613 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Charlestown. https://pastvtr.elections.nsw.gov.au/SG2301/LA/charlestown/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_clarence rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Clarence: every ballot paper scrutinised (50844 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Clarence. https://pastvtr.elections.nsw.gov.au/SG2301/LA/clarence/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_coffs_harbour rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Coffs Harbour: every ballot paper scrutinised (50645 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Coffs Harbour. https://pastvtr.elections.nsw.gov.au/SG2301/LA/coffs-harbour/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_coogee rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Coogee: every ballot paper scrutinised (49934 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Coogee. https://pastvtr.elections.nsw.gov.au/SG2301/LA/coogee/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_cootamundra rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Cootamundra: every ballot paper scrutinised (49991 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Cootamundra. https://pastvtr.elections.nsw.gov.au/SG2301/LA/cootamundra/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_cronulla rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Cronulla: every ballot paper scrutinised (53863 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Cronulla. https://pastvtr.elections.nsw.gov.au/SG2301/LA/cronulla/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_davidson rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Davidson: every ballot paper scrutinised (54515 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Davidson. https://pastvtr.elections.nsw.gov.au/SG2301/LA/davidson/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_drummoyne rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Drummoyne: every ballot paper scrutinised (52816 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Drummoyne. https://pastvtr.elections.nsw.gov.au/SG2301/LA/drummoyne/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_dubbo rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Dubbo: every ballot paper scrutinised (51139 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Dubbo. https://pastvtr.elections.nsw.gov.au/SG2301/LA/dubbo/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_east_hills rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of East Hills: every ballot paper scrutinised (52937 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, East Hills. https://pastvtr.elections.nsw.gov.au/SG2301/LA/east-hills/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_epping rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Epping: every ballot paper scrutinised (53264 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Epping. https://pastvtr.elections.nsw.gov.au/SG2301/LA/epping/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_fairfield rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Fairfield: every ballot paper scrutinised (51223 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Fairfield. https://pastvtr.elections.nsw.gov.au/SG2301/LA/fairfield/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_gosford rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Gosford: every ballot paper scrutinised (50542 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Gosford. https://pastvtr.elections.nsw.gov.au/SG2301/LA/gosford/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_goulburn rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Goulburn: every ballot paper scrutinised (52328 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Goulburn. https://pastvtr.elections.nsw.gov.au/SG2301/LA/goulburn/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_granville rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Granville: every ballot paper scrutinised (51761 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Granville. https://pastvtr.elections.nsw.gov.au/SG2301/LA/granville/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_hawkesbury rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Hawkesbury: every ballot paper scrutinised (55547 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Hawkesbury. https://pastvtr.elections.nsw.gov.au/SG2301/LA/hawkesbury/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_heathcote rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Heathcote: every ballot paper scrutinised (54040 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Heathcote. https://pastvtr.elections.nsw.gov.au/SG2301/LA/heathcote/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_heffron rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Heffron: every ballot paper scrutinised (46499 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Heffron. https://pastvtr.elections.nsw.gov.au/SG2301/LA/heffron/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_holsworthy rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Holsworthy: every ballot paper scrutinised (50973 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Holsworthy. https://pastvtr.elections.nsw.gov.au/SG2301/LA/holsworthy/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_hornsby rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Hornsby: every ballot paper scrutinised (55474 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Hornsby. https://pastvtr.elections.nsw.gov.au/SG2301/LA/hornsby/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_keira rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Keira: every ballot paper scrutinised (51615 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Keira. https://pastvtr.elections.nsw.gov.au/SG2301/LA/keira/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_kellyville rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Kellyville: every ballot paper scrutinised (54466 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Kellyville. https://pastvtr.elections.nsw.gov.au/SG2301/LA/kellyville/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_kiama rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Kiama: every ballot paper scrutinised (54049 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Kiama. https://pastvtr.elections.nsw.gov.au/SG2301/LA/kiama/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_kogarah rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Kogarah: every ballot paper scrutinised (53138 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Kogarah. https://pastvtr.elections.nsw.gov.au/SG2301/LA/kogarah/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_lake_macquarie rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Lake Macquarie: every ballot paper scrutinised (51995 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Lake Macquarie. https://pastvtr.elections.nsw.gov.au/SG2301/LA/lake-macquarie/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_lane_cove rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Lane Cove: every ballot paper scrutinised (53086 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Lane Cove. https://pastvtr.elections.nsw.gov.au/SG2301/LA/lane-cove/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_leppington rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Leppington: every ballot paper scrutinised (53306 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Leppington. https://pastvtr.elections.nsw.gov.au/SG2301/LA/leppington/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_lismore rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Lismore: every ballot paper scrutinised (49998 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Lismore. https://pastvtr.elections.nsw.gov.au/SG2301/LA/lismore/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_liverpool rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Liverpool: every ballot paper scrutinised (51112 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Liverpool. https://pastvtr.elections.nsw.gov.au/SG2301/LA/liverpool/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_londonderry rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Londonderry: every ballot paper scrutinised (53786 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Londonderry. https://pastvtr.elections.nsw.gov.au/SG2301/LA/londonderry/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_macquarie_fields rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Macquarie Fields: every ballot paper scrutinised (51460 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Macquarie Fields. https://pastvtr.elections.nsw.gov.au/SG2301/LA/macquarie-fields/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_maitland rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Maitland: every ballot paper scrutinised (53523 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Maitland. https://pastvtr.elections.nsw.gov.au/SG2301/LA/maitland/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_manly rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Manly: every ballot paper scrutinised (54014 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Manly. https://pastvtr.elections.nsw.gov.au/SG2301/LA/manly/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_maroubra rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Maroubra: every ballot paper scrutinised (51305 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Maroubra. https://pastvtr.elections.nsw.gov.au/SG2301/LA/maroubra/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_miranda rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Miranda: every ballot paper scrutinised (54465 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Miranda. https://pastvtr.elections.nsw.gov.au/SG2301/LA/miranda/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_monaro rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Monaro: every ballot paper scrutinised (52169 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Monaro. https://pastvtr.elections.nsw.gov.au/SG2301/LA/monaro/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_mount_druitt rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Mount Druitt: every ballot paper scrutinised (51505 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Mount Druitt. https://pastvtr.elections.nsw.gov.au/SG2301/LA/mount-druitt/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_murray rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Murray: every ballot paper scrutinised (51046 papers, formal and informal), 10 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c10 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Murray. https://pastvtr.elections.nsw.gov.au/SG2301/LA/murray/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_myall_lakes rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Myall Lakes: every ballot paper scrutinised (54472 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Myall Lakes. https://pastvtr.elections.nsw.gov.au/SG2301/LA/myall-lakes/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_newcastle rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Newcastle: every ballot paper scrutinised (51898 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Newcastle. https://pastvtr.elections.nsw.gov.au/SG2301/LA/newcastle/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_newtown rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Newtown: every ballot paper scrutinised (50271 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Newtown. https://pastvtr.elections.nsw.gov.au/SG2301/LA/newtown/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_north_shore rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of North Shore: every ballot paper scrutinised (49122 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, North Shore. https://pastvtr.elections.nsw.gov.au/SG2301/LA/north-shore/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_northern_tablelands rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Northern Tablelands: every ballot paper scrutinised (50694 papers, formal and informal), 10 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c10 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Northern Tablelands. https://pastvtr.elections.nsw.gov.au/SG2301/LA/northern-tablelands/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_oatley rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Oatley: every ballot paper scrutinised (51821 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Oatley. https://pastvtr.elections.nsw.gov.au/SG2301/LA/oatley/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_orange rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Orange: every ballot paper scrutinised (51895 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Orange. https://pastvtr.elections.nsw.gov.au/SG2301/LA/orange/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_oxley rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Oxley: every ballot paper scrutinised (54488 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Oxley. https://pastvtr.elections.nsw.gov.au/SG2301/LA/oxley/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_parramatta rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Parramatta: every ballot paper scrutinised (49800 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Parramatta. https://pastvtr.elections.nsw.gov.au/SG2301/LA/parramatta/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_penrith rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Penrith: every ballot paper scrutinised (52391 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Penrith. https://pastvtr.elections.nsw.gov.au/SG2301/LA/penrith/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_pittwater rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Pittwater: every ballot paper scrutinised (50650 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Pittwater. https://pastvtr.elections.nsw.gov.au/SG2301/LA/pittwater/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_port_macquarie rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Port Macquarie: every ballot paper scrutinised (54889 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Port Macquarie. https://pastvtr.elections.nsw.gov.au/SG2301/LA/port-macquarie/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_port_stephens rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Port Stephens: every ballot paper scrutinised (53672 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Port Stephens. https://pastvtr.elections.nsw.gov.au/SG2301/LA/port-stephens/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_prospect rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Prospect: every ballot paper scrutinised (52074 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Prospect. https://pastvtr.elections.nsw.gov.au/SG2301/LA/prospect/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_riverstone rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Riverstone: every ballot paper scrutinised (57368 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Riverstone. https://pastvtr.elections.nsw.gov.au/SG2301/LA/riverstone/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_rockdale rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Rockdale: every ballot paper scrutinised (49449 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Rockdale. https://pastvtr.elections.nsw.gov.au/SG2301/LA/rockdale/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_ryde rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Ryde: every ballot paper scrutinised (55281 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Ryde. https://pastvtr.elections.nsw.gov.au/SG2301/LA/ryde/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_shellharbour rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Shellharbour: every ballot paper scrutinised (54444 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Shellharbour. https://pastvtr.elections.nsw.gov.au/SG2301/LA/shellharbour/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_south_coast rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of South Coast: every ballot paper scrutinised (53082 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, South Coast. https://pastvtr.elections.nsw.gov.au/SG2301/LA/south-coast/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_strathfield rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Strathfield: every ballot paper scrutinised (52113 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Strathfield. https://pastvtr.elections.nsw.gov.au/SG2301/LA/strathfield/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_summer_hill rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Summer Hill: every ballot paper scrutinised (51035 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Summer Hill. https://pastvtr.elections.nsw.gov.au/SG2301/LA/summer-hill/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_swansea rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Swansea: every ballot paper scrutinised (54177 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Swansea. https://pastvtr.elections.nsw.gov.au/SG2301/LA/swansea/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_sydney rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Sydney: every ballot paper scrutinised (49640 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Sydney. https://pastvtr.elections.nsw.gov.au/SG2301/LA/sydney/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_tamworth rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Tamworth: every ballot paper scrutinised (54249 papers, formal and informal), 8 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c08 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Tamworth. https://pastvtr.elections.nsw.gov.au/SG2301/LA/tamworth/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_terrigal rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Terrigal: every ballot paper scrutinised (51740 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Terrigal. https://pastvtr.elections.nsw.gov.au/SG2301/LA/terrigal/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_the_entrance rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of The Entrance: every ballot paper scrutinised (50879 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, The Entrance. https://pastvtr.elections.nsw.gov.au/SG2301/LA/the-entrance/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_tweed rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Tweed: every ballot paper scrutinised (48467 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Tweed. https://pastvtr.elections.nsw.gov.au/SG2301/LA/tweed/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_upper_hunter rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Upper Hunter: every ballot paper scrutinised (55531 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Upper Hunter. https://pastvtr.elections.nsw.gov.au/SG2301/LA/upper-hunter/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_vaucluse rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Vaucluse: every ballot paper scrutinised (49318 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Vaucluse. https://pastvtr.elections.nsw.gov.au/SG2301/LA/vaucluse/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_wagga_wagga rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Wagga Wagga: every ballot paper scrutinised (51031 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Wagga Wagga. https://pastvtr.elections.nsw.gov.au/SG2301/LA/wagga-wagga/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_wahroonga rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Wahroonga: every ballot paper scrutinised (54075 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Wahroonga. https://pastvtr.elections.nsw.gov.au/SG2301/LA/wahroonga/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_wakehurst rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Wakehurst: every ballot paper scrutinised (52687 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Wakehurst. https://pastvtr.elections.nsw.gov.au/SG2301/LA/wakehurst/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_wallsend rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Wallsend: every ballot paper scrutinised (53173 papers, formal and informal), 7 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c07 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Wallsend. https://pastvtr.elections.nsw.gov.au/SG2301/LA/wallsend/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_willoughby rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Willoughby: every ballot paper scrutinised (53844 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Willoughby. https://pastvtr.elections.nsw.gov.au/SG2301/LA/willoughby/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_winston_hills rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Winston Hills: every ballot paper scrutinised (55025 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Winston Hills. https://pastvtr.elections.nsw.gov.au/SG2301/LA/winston-hills/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_wollondilly rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Wollondilly: every ballot paper scrutinised (54067 papers, formal and informal), 6 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c06 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Wollondilly. https://pastvtr.elections.nsw.gov.au/SG2301/LA/wollondilly/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_wollongong rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Wollongong: every ballot paper scrutinised (51073 papers, formal and informal), 4 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c04 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Wollongong. https://pastvtr.elections.nsw.gov.au/SG2301/LA/wollongong/preferences (read 2026-10-15). | link |
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| rcv_nsw_20230325_la_wyong rankings · source = "rank" |
New South Wales state general election of 2023-03-25, Legislative Assembly district of Wyong: every ballot paper scrutinised (49014 papers, formal and informal), 5 candidates, optional preferential instant runoff for one seat. One row per ballot x marked position; item = candidate code c01..c05 in alphabetical order of the printed names (names not stored) or (overvote); resp = the mark as written on the paper (1 = first preference; a tick or cross counts as 1); cov_formality = the Commission's formal/informal ruling, cov_voting_location = polling place or vote type. Rankings layout (irw_rank family, data/rankings/README.md). (CC BY 4.0) NSW Electoral Commission. 2023 NSW State Election results, Legislative Assembly preference data, Wyong. https://pastvtr.elections.nsw.gov.au/SG2301/LA/wyong/preferences (read 2026-10-15). | link |
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| rcv_nyc_20210622_concouncild19 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Conservative primary, City Council District 19, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 121 ballots with at least one mark (of 200016 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_dembpbronx rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Borough President, Bronx, 22 June 2021 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 102220 ballots with at least one mark (of 127235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_dembpkings rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Borough President, Kings County (Brooklyn), 22 June 2021 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 12 candidates, 5 rank positions offered, 290492 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_dembpnewyork rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Borough President, New York County (Manhattan), 22 June 2021 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 7 candidates, 5 rank positions offered, 238165 ballots with at least one mark (of 267513 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_dembpqueens rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Borough President, Queens, 22 June 2021 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 196067 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_dembprichmond rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Borough President, Richmond County (Staten Island), 22 June 2021 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 28507 ballots with at least one mark (of 43503 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcomptroller rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Comptroller, 22 June 2021 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 10 candidates, 5 rank positions offered, 871280 ballots with at least one mark (of 1040485 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild1 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 1, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 9 candidates, 5 rank positions offered, 21878 ballots with at least one mark (of 267513 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild10 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 10, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 8 candidates, 5 rank positions offered, 19708 ballots with at least one mark (of 267513 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild11 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 11, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 7 candidates, 5 rank positions offered, 17099 ballots with at least one mark (of 127235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild12 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 12, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 17467 ballots with at least one mark (of 127235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild13 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 13, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 10004 ballots with at least one mark (of 127235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild14 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 14, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 9548 ballots with at least one mark (of 127235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild15 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 15, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 8 candidates, 5 rank positions offered, 8298 ballots with at least one mark (of 127235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild16 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 16, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 10194 ballots with at least one mark (of 127235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild17 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 17, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 9092 ballots with at least one mark (of 127235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild18 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 18, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 8 candidates, 5 rank positions offered, 14129 ballots with at least one mark (of 127235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild19 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 19, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 13132 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild2 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 2, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 21366 ballots with at least one mark (of 267513 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild20 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 20, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 8 candidates, 5 rank positions offered, 10689 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild21 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 21, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 6890 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild22 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 22, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 16275 ballots with at least one mark (of 393399 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild23 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 23, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 7 candidates, 5 rank positions offered, 16596 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild24 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 24, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 13471 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild25 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 25, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 8 candidates, 5 rank positions offered, 14995 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild26 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 26, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 15 candidates, 5 rank positions offered, 18017 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild27 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 27, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 12 candidates, 5 rank positions offered, 20503 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild28 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 28, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 14078 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild29 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 29, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 9 candidates, 5 rank positions offered, 17185 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild3 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 3, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 28600 ballots with at least one mark (of 267513 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild30 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 30, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 9617 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild31 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 31, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 16067 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild32 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 32, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 10325 ballots with at least one mark (of 266164 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild33 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 33, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 8 candidates, 5 rank positions offered, 29280 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild34 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 34, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 16471 ballots with at least one mark (of 602234 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild35 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 35, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 7 candidates, 5 rank positions offered, 34994 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild36 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 36, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 23315 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild37 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 37, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 10915 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild38 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 38, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 12150 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild39 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 39, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 7 candidates, 5 rank positions offered, 36155 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild40 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 40, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 11 candidates, 5 rank positions offered, 22467 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild41 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 41, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 15491 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild42 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 42, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 15728 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild45 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 45, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 19379 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild46 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 46, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 8 candidates, 5 rank positions offered, 18550 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild47 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 47, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 8068 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild48 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 48, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 9260 ballots with at least one mark (of 336070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild49 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 49, 22 June 2021 (the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 9 candidates, 5 rank positions offered, 13795 ballots with at least one mark (of 43503 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild5 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 5, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 7 candidates, 5 rank positions offered, 25483 ballots with at least one mark (of 267513 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild6 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 6, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 39454 ballots with at least one mark (of 267513 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_demcouncild7 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 7, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 12 candidates, 5 rank positions offered, 23300 ballots with at least one mark (of 267513 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild8 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 8, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 11777 ballots with at least one mark (of 394748 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demcouncild9 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 9, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 13 candidates, 5 rank positions offered, 25773 ballots with at least one mark (of 267513 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_nyc_20210622_demmayor rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Mayor, 22 June 2021 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 13 candidates, 5 rank positions offered, 947932 ballots with at least one mark (of 1040485 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_dempublicadvocate rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Public Advocate, 22 June 2021 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 820879 ballots with at least one mark (of 1040485 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_repbprichmond rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, Borough President, Richmond County (Staten Island), 22 June 2021 (ballot-level columns: precinct, ballot style): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 19727 ballots with at least one mark (of 19850 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_repcouncild15 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 15, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 163 ballots with at least one mark (of 127235 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_repcouncild19 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 19, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 3434 ballots with at least one mark (of 201299 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_repcouncild23 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 23, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 1574 ballots with at least one mark (of 201299 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_repcouncild24 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 24, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 815 ballots with at least one mark (of 201299 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_repcouncild32 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 32, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 2906 ballots with at least one mark (of 201299 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_repcouncild50 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 50, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 8607 ballots with at least one mark (of 19850 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20210622_repmayor rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, Mayor, 22 June 2021 (ballot-level columns: precinct, ballot style; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 60315 ballots with at least one mark (of 660657 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_concouncild13 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Conservative primary, City Council District 13, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 112 ballots with at least one mark (of 4712 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild1 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 1, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 8791 ballots with at least one mark (of 8809 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild10 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 10, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6136 ballots with at least one mark (of 6677 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild12 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 12, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 7284 ballots with at least one mark (of 7315 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild13 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 13, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 4322 ballots with at least one mark (of 6422 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild14 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 14, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 3257 ballots with at least one mark (of 3300 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild19 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 19, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 6048 ballots with at least one mark (of 6236 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild2 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 2, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 7760 ballots with at least one mark (of 7786 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild22 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 22, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6268 ballots with at least one mark (of 6339 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild23 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 23, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 6623 ballots with at least one mark (of 6719 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild25 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 25, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 5545 ballots with at least one mark (of 5629 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild26 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 26, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 6095 ballots with at least one mark (of 6173 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild29 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 29, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 6442 ballots with at least one mark (of 6507 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild34 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 34, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 3711 ballots with at least one mark (of 3738 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild41 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 41, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 4640 ballots with at least one mark (of 4657 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild42 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 42, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 6262 ballots with at least one mark (of 6281 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild43 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 43, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 3650 ballots with at least one mark (of 4522 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_demcouncild9 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 9, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 11649 ballots with at least one mark (of 11752 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_repcouncild13 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 13, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 1925 ballots with at least one mark (of 6391 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_repcouncild20 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 20, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 1465 ballots with at least one mark (of 4113 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_repcouncild43 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 43, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 843 ballots with at least one mark (of 4490 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_repcouncild44 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 44, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 779 ballots with at least one mark (of 2210 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_repcouncild47 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 47, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 2173 ballots with at least one mark (of 5155 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20230627_repcouncild48 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 48, 27 June 2023 (ballot-level columns: precinct, type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 2461 ballots with at least one mark (of 4112 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250325_demcouncild44 rankings · source = "rank" |
Ranked-choice cast vote records, New York City nonpartisan special election, City Council District 44, 25 March 2025 (ballot-level columns: precinct): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5689 ballots with at least one mark (of 5695 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250429_demcouncild51 rankings · source = "rank" |
Ranked-choice cast vote records, New York City nonpartisan special election, City Council District 51, 29 April 2025 (ballot-level columns: precinct): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 9634 ballots with at least one mark (of 9645 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_dembpbronx rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Borough President, Bronx, 24 June 2025 (ballot-level columns: precinct, ad, ed; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 105131 ballots with at least one mark (of 1108275 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_dembpkings rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Borough President, Kings County (Brooklyn), 24 June 2025 (ballot-level columns: precinct, ad, ed; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 334705 ballots with at least one mark (of 1108275 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_dembpmanhattan rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Borough President, Manhattan, 24 June 2025 (ballot-level columns: precinct, ad, ed; the source lists every primary ballot, including precincts where this contest was not on the ballot; see n_ballots_eligible_est): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 271965 ballots with at least one mark (of 1108275 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcomptroller rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Comptroller, 24 June 2025 (ballot-level columns: precinct, ad, ed): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 967834 ballots with at least one mark (of 1108275 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild1 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 1, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 24595 ballots with at least one mark (of 24595 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild10 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 10, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 23505 ballots with at least one mark (of 23505 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild11 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 11, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 19595 ballots with at least one mark (of 19595 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild12 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 12, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 18180 ballots with at least one mark (of 18180 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild13 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 13, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 11440 ballots with at least one mark (of 11440 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild14 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 14, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 10216 ballots with at least one mark (of 10216 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild16 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 16, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 10240 ballots with at least one mark (of 10240 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild17 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 17, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 9328 ballots with at least one mark (of 9328 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild19 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 19, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 11590 ballots with at least one mark (of 11590 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild2 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 2, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 30369 ballots with at least one mark (of 30369 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild21 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 21, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 7875 ballots with at least one mark (of 7875 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild25 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 25, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 14855 ballots with at least one mark (of 14855 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild28 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 28, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 14201 ballots with at least one mark (of 14201 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild3 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 3, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 29587 ballots with at least one mark (of 29587 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild30 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 30, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 12827 ballots with at least one mark (of 12827 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild33 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 33, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 34166 ballots with at least one mark (of 34166 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild35 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 35, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 40528 ballots with at least one mark (of 40528 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild36 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 36, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 30499 ballots with at least one mark (of 30499 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild38 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 38, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 14349 ballots with at least one mark (of 14349 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild39 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 39, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 46593 ballots with at least one mark (of 46593 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild4 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 4, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 29723 ballots with at least one mark (of 29723 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild41 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 41, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 8 candidates, 5 rank positions offered, 16380 ballots with at least one mark (of 16380 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild46 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 46, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 16197 ballots with at least one mark (of 16197 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild47 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 47, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 13269 ballots with at least one mark (of 13269 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild49 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 49, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 12391 ballots with at least one mark (of 12391 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild5 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 5, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 33915 ballots with at least one mark (of 33915 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild7 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 7, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 33277 ballots with at least one mark (of 33277 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demcouncild8 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, City Council District 8, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 7 candidates, 5 rank positions offered, 15726 ballots with at least one mark (of 15726 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_demmayor rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Mayor, 24 June 2025 (ballot-level columns: precinct, ad, ed): single-winner (instant-runoff) election, 11 candidates, 5 rank positions offered, 1077107 ballots with at least one mark (of 1108275 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_dempublicadvocate rankings · source = "rank" |
Ranked-choice cast vote records, New York City Democratic primary, Public Advocate, 24 June 2025 (ballot-level columns: precinct, ad, ed): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 958852 ballots with at least one mark (of 1108275 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_repcomptroller rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, Comptroller, 24 June 2025 (ballot-level columns: precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 5428 ballots with at least one mark (of 5570 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_repcouncild47 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 47, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 2288 ballots with at least one mark (of 2288 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_repcouncild48 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 48, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 4077 ballots with at least one mark (of 4077 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_nyc_20250624_repcouncild51 rankings · source = "rank" |
Ranked-choice cast vote records, New York City Republican primary, City Council District 51, 24 June 2025 (ballot-level columns: cvr, precinct, ad, ed): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 4070 ballots with at least one mark (of 4070 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20101102_cityauditor rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Auditor, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 97747 ballots with at least one mark (of 122268 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20101102_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 2, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 13644 ballots with at least one mark (of 15243 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20101102_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 4, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 7 candidates, 3 rank positions offered, 21040 ballots with at least one mark (of 23884 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20101102_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 6, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 12923 ballots with at least one mark (of 14040 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20101102_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California Mayor, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 10 candidates, 3 rank positions offered, 119962 ballots with at least one mark (of 122268 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20101102_schooldirectord2 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 2, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 10129 ballots with at least one mark (of 15243 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20101102_schooldirectord4 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 4, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 19013 ballots with at least one mark (of 23884 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20101102_schooldirectord6 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 6, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 10172 ballots with at least one mark (of 14040 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20121106_cityattorney rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Attorney, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 131852 ballots with at least one mark (of 156832 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20121106_councilal rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council At-Large, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 145443 ballots with at least one mark (of 156832 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20121106_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 1, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 7 candidates, 3 rank positions offered, 28766 ballots with at least one mark (of 34180 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20121106_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 3, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 6 candidates, 3 rank positions offered, 22193 ballots with at least one mark (of 26761 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20121106_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 5, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 11358 ballots with at least one mark (of 13482 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20121106_councild7 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 7, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 15104 ballots with at least one mark (of 17014 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20121106_schooldirectord1 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 1, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 26343 ballots with at least one mark (of 34180 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20121106_schooldirectord3 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 3, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 20753 ballots with at least one mark (of 26761 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20121106_schooldirectord5 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 5, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 11066 ballots with at least one mark (of 13482 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20121106_schooldirectord7 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 7, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 14141 ballots with at least one mark (of 16440 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20141104_cityauditor rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Auditor, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 79386 ballots with at least one mark (of 104834 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20141104_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 2, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 13596 ballots with at least one mark (of 15293 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20141104_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 4, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 17724 ballots with at least one mark (of 20018 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20141104_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 6, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 11205 ballots with at least one mark (of 12383 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20141104_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California Mayor, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 16 candidates, 3 rank positions offered, 102682 ballots with at least one mark (of 104834 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20141104_schooldirectord2 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 2, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 11727 ballots with at least one mark (of 15293 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20141104_schooldirectord4 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 4, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 16152 ballots with at least one mark (of 20018 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20141104_schooldirectord6 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 6, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 10404 ballots with at least one mark (of 12377 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20161108_cityattorney rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Attorney, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 128177 ballots with at least one mark (of 177631 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20161108_councilal rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council At-Large, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 161278 ballots with at least one mark (of 177631 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20161108_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 1, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 31041 ballots with at least one mark (of 37139 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20161108_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 3, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 23311 ballots with at least one mark (of 28936 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20161108_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 5, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 13939 ballots with at least one mark (of 16317 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20161108_councild7 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 7, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 15798 ballots with at least one mark (of 18069 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20161108_schooldirectord1 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 1, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 28870 ballots with at least one mark (of 37139 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20161108_schooldirectord3 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 3, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 22458 ballots with at least one mark (of 28936 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20161108_schooldirectord5 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 5, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 13395 ballots with at least one mark (of 16317 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20161108_schooldirectord7 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 7, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 15001 ballots with at least one mark (of 17469 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20181106_cityauditor rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Auditor, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 134557 ballots with at least one mark (of 164775 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20181106_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 2, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 21039 ballots with at least one mark (of 23677 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20181106_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 4, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 7 candidates, 3 rank positions offered, 25317 ballots with at least one mark (of 28244 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20181106_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 6, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 17981 ballots with at least one mark (of 19547 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_oakland_20181106_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California Mayor, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 10 candidates, 3 rank positions offered, 159840 ballots with at least one mark (of 164775 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20181106_schooldirectord2 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 2, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 16632 ballots with at least one mark (of 23677 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20181106_schooldirectord4 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 4, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 24685 ballots with at least one mark (of 28244 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20181106_schooldirectord6 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 6, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 14213 ballots with at least one mark (of 19539 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20201103_cityattorney rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Attorney, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 177154 ballots with at least one mark (of 204976 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20201103_councilal rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council At-Large, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 187606 ballots with at least one mark (of 204976 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20201103_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 1, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 37131 ballots with at least one mark (of 41006 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20201103_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 3, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 30990 ballots with at least one mark (of 34417 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20201103_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 5, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 17876 ballots with at least one mark (of 19777 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20201103_councild7 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 7, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 19831 ballots with at least one mark (of 21404 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20201103_schooldirectordist1 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 1, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 34570 ballots with at least one mark (of 41006 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20201103_schooldirectordist3 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 3, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 28758 ballots with at least one mark (of 34417 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20201103_schooldirectordist5 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 5, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 17251 ballots with at least one mark (of 19777 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20201103_schooldirectordist7 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 7, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 18552 ballots with at least one mark (of 20748 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20221108_cityauditor rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Auditor, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 5 rank positions offered, 98444 ballots with at least one mark (of 133527 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20221108_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 4, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 27893 ballots with at least one mark (of 30983 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20221108_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 6, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 14935 ballots with at least one mark (of 16903 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20221108_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California Mayor, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 10 candidates, 5 rank positions offered, 128578 ballots with at least one mark (of 133527 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20221108_schoolboardd2 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 2, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 15202 ballots with at least one mark (of 17851 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20221108_schoolboardd4 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 4, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 26714 ballots with at least one mark (of 30983 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20221108_schoolboardd6 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 6, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 14646 ballots with at least one mark (of 16898 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20241105_cityattorney rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Attorney, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 143625 ballots with at least one mark (of 173002 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20241105_councilal rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council At-Large, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 10 candidates, 5 rank positions offered, 149979 ballots with at least one mark (of 173002 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20241105_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 1, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 30180 ballots with at least one mark (of 35257 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20241105_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 3, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 21226 ballots with at least one mark (of 24597 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20241105_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 5, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 3 candidates, 5 rank positions offered, 12939 ballots with at least one mark (of 14752 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20241105_councild7 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 7, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 13901 ballots with at least one mark (of 15874 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20241105_schooldirectord1 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 1, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 29130 ballots with at least one mark (of 35367 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20241105_schooldirectord3 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 3, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 20189 ballots with at least one mark (of 24632 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20241105_schooldirectord5 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 5, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 12571 ballots with at least one mark (of 14806 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20241105_schooldirectord7 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California School Director District 7, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 12912 ballots with at least one mark (of 15301 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20250415_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California City Council District 2 special election, 15 April 2025 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 12662 ballots with at least one mark (of 13097 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_oakland_20250415_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Oakland, California Mayor special election, 15 April 2025 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 10 candidates, 5 rank positions offered, 94760 ballots with at least one mark (of 95033 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_payson_20191105_council rankings · source = "rank" |
Ranked-choice cast vote records, Payson, Utah City Council at large (3 seats), 5 November 2019: sequential (repeated instant-runoff) multi-winner election, 5 candidates, 5 rank positions offered, 2677 ballots with at least one mark (of 2764 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Sequential ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/04LOQX | link |
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| rcv_pierce_20081104_assessortreasurer rankings · source = "rank" |
Ranked-choice cast vote records, Pierce County, Washington County Assessor-Treasurer, 4 November 2008 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 6 candidates, 3 rank positions offered, 262810 ballots with at least one mark (of 312771 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_pierce_20081104_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Pierce County, Washington County Council District 2, 4 November 2008 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 40031 ballots with at least one mark (of 43661 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_pierce_20081104_executivemember rankings · source = "rank" |
Ranked-choice cast vote records, Pierce County, Washington County Executive, 4 November 2008 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 299664 ballots with at least one mark (of 312771 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_pierce_20091103_auditor rankings · source = "rank" |
Ranked-choice cast vote records, Pierce County, Washington County Auditor, 3 November 2009 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 153721 ballots with at least one mark (of 159987 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_portlandme_20210608_chartertab1 rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Maine Charter Commission at large (four seats), 8 June 2021 (ballot-level columns: ballot style, cast vote record, precinct): sequential (repeated instant-runoff) multi-winner election, 11 candidates, 11 rank positions offered, 8881 ballots with at least one mark (of 9031 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Sequential ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/04LOQX | link |
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| rcv_portlandme_20211102_councilal rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Maine City Council at large, 2 November 2021 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 4 candidates, 4 rank positions offered, 19269 ballots with at least one mark (of 21284 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_portlandme_20220614_schoolboardal rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Maine School Board at large (three seats, special election), 14 June 2022 (ballot-level columns: ballot style, precinct): sequential (repeated instant-runoff) multi-winner election, 7 candidates, 7 rank positions offered, 8987 ballots with at least one mark (of 9464 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Sequential ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/04LOQX | link |
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| rcv_portlandme_20220614_schoolboardd5 rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Maine School Board District 5, 14 June 2022 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 6 candidates, 5 rank positions offered, 1957 ballots with at least one mark (of 2131 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_portlandme_20221108_schoolboardd3 rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Maine School Board District 3, 8 November 2022 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 6222 ballots with at least one mark (of 7518 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_portlandme_20241105_councilal rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Maine City Council at large, 5 November 2024 (ballot-level columns: ballot style, cast vote record, precinct): single-winner (instant-runoff) election, 5 candidates, 6 rank positions offered, 33840 ballots with at least one mark (of 39765 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_portlandme_20241105_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Maine City Council District 2, 5 November 2024 (ballot-level columns: ballot style, cast vote record, precinct): single-winner (instant-runoff) election, 5 candidates, 6 rank positions offered, 6594 ballots with at least one mark (of 7573 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_portlandor_20241105_auditor rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Oregon Auditor, 5 November 2024 (ballot-level columns: ballot style id, precinct id, precinct style name, scan computer name): single-winner (instant-runoff) election, 2 candidates, 2 rank positions offered, 188753 ballots with at least one mark (of 332969 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_portlandor_20241105_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Oregon City Council District 1 (three seats), 5 November 2024 (ballot-level columns: ballot style id, precinct id, precinct style name, scan computer name): proportional (single transferable vote) election, 17 candidates, 6 rank positions offered, 43592 ballots with at least one mark (of 55139 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
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| rcv_portlandor_20241105_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Oregon City Council District 2 (three seats), 5 November 2024 (ballot-level columns: ballot style id, precinct id, precinct style name, scan computer name): proportional (single transferable vote) election, 23 candidates, 6 rank positions offered, 77643 ballots with at least one mark (of 88079 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
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| rcv_portlandor_20241105_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Oregon City Council District 3 (three seats), 5 November 2024 (ballot-level columns: ballot style id, precinct id, precinct style name, scan computer name): proportional (single transferable vote) election, 31 candidates, 6 rank positions offered, 85067 ballots with at least one mark (of 97954 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
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| rcv_portlandor_20241105_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Oregon City Council District 4 (three seats), 5 November 2024 (ballot-level columns: ballot style id, precinct id, precinct style name, scan computer name): proportional (single transferable vote) election, 31 candidates, 6 rank positions offered, 77276 ballots with at least one mark (of 91797 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Proportional ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/STVUET | link |
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| rcv_portlandor_20241105_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Portland, Oregon Mayor, 5 November 2024 (ballot-level columns: ballot style id, precinct id, precinct style name, scan computer name): single-winner (instant-runoff) election, 21 candidates, 6 rank positions offered, 311496 ballots with at least one mark (of 332969 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_redondo_20250304_cityattorney rankings · source = "rank" |
Ranked-choice cast vote records, Redondo Beach, California City Attorney, 4 March 2025 (ballot-level columns: precinct name): single-winner (instant-runoff) election, 2 candidates, 6 rank positions offered, 10763 ballots with at least one mark (of 10763 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_redondo_20250304_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, Redondo Beach, California City Council District 1, 4 March 2025 (ballot-level columns: precinct name): single-winner (instant-runoff) election, 3 candidates, 6 rank positions offered, 2572 ballots with at least one mark (of 2572 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_redondo_20250304_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Redondo Beach, California City Council District 2, 4 March 2025 (ballot-level columns: precinct name): single-winner (instant-runoff) election, 2 candidates, 6 rank positions offered, 2090 ballots with at least one mark (of 2090 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_redondo_20250304_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Redondo Beach, California City Council District 4, 4 March 2025 (ballot-level columns: precinct name): single-winner (instant-runoff) election, 2 candidates, 6 rank positions offered, 1830 ballots with at least one mark (of 1830 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_redondo_20250304_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Redondo Beach, California Mayor, 4 March 2025 (ballot-level columns: precinct name): single-winner (instant-runoff) election, 5 candidates, 6 rank positions offered, 11157 ballots with at least one mark (of 11157 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20101102_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 1 (voted on citywide), 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 20078 ballots with at least one mark (of 23494 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20101102_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 3 (voted on citywide), 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 17714 ballots with at least one mark (of 23494 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20101102_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 5 (voted on citywide), 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 20333 ballots with at least one mark (of 23494 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20101102_mayor rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California Mayor, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 6 candidates, 3 rank positions offered, 22539 ballots with at least one mark (of 23494 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20121106_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 2 (voted on citywide), 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 25564 ballots with at least one mark (of 28703 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20121106_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 4 (voted on citywide), 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 23359 ballots with at least one mark (of 28703 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20121106_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 6 (voted on citywide), 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 23757 ballots with at least one mark (of 28703 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20141104_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 1 (voted on citywide), 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 15519 ballots with at least one mark (of 17200 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20141104_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 3 (voted on citywide), 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 14222 ballots with at least one mark (of 17200 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20141104_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 5 (voted on citywide), 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 14719 ballots with at least one mark (of 17200 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sanleandro_20141104_mayor rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California Mayor, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 16249 ballots with at least one mark (of 17200 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20161108_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 2 (voted on citywide), 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 27035 ballots with at least one mark (of 31790 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20161108_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 4 (voted on citywide), 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 23334 ballots with at least one mark (of 31790 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20161108_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 6 (voted on citywide), 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 21372 ballots with at least one mark (of 31790 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20181106_councild1 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 1 (voted on citywide), 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 24943 ballots with at least one mark (of 27767 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20181106_councild3 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 3 (voted on citywide), 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 23316 ballots with at least one mark (of 27767 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20181106_councild5 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 5 (voted on citywide), 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 23337 ballots with at least one mark (of 27767 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sanleandro_20181106_mayor rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California Mayor, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 25915 ballots with at least one mark (of 27767 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20201103_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 2 (voted on citywide), 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 34775 ballots with at least one mark (of 39821 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20201103_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 4 (voted on citywide), 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 2 candidates, 5 rank positions offered, 33073 ballots with at least one mark (of 39821 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sanleandro_20201103_councild6 rankings · source = "rank" |
Ranked-choice cast vote records, San Leandro, California City Council District 6 (voted on citywide), 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 1 candidates, 5 rank positions offered, 29929 ballots with at least one mark (of 39821 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_santafe_20180306_councild2 rankings · source = "rank" |
Ranked-choice cast vote records, Santa Fe, New Mexico City Council District 2, 6 March 2018: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 6260 ballots with at least one mark (of 6433 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_santafe_20180306_councild4 rankings · source = "rank" |
Ranked-choice cast vote records, Santa Fe, New Mexico City Council District 4, 6 March 2018: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 4907 ballots with at least one mark (of 5080 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_santafe_20180306_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Santa Fe, New Mexico Mayor, 6 March 2018: single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 20630 ballots with at least one mark (of 20670 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20041102_boardofsupsd11 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 11, 2 November 2004: single-winner (instant-runoff) election, 8 candidates, 3 rank positions offered, 23395 ballots with at least one mark (of 24902 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20041102_boardofsupsd2 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 2, 2 November 2004: single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 34583 ballots with at least one mark (of 39462 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20041102_boardofsupsd3 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 3, 2 November 2004: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 25979 ballots with at least one mark (of 28317 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20041102_boardofsupsd5 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 5, 2 November 2004: single-winner (instant-runoff) election, 22 candidates, 3 rank positions offered, 35503 ballots with at least one mark (of 39255 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20041102_boardofsupsd7 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 7, 2 November 2004: single-winner (instant-runoff) election, 13 candidates, 3 rank positions offered, 31875 ballots with at least one mark (of 34905 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20041102_boardofsupsd9 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 9, 2 November 2004: single-winner (instant-runoff) election, 6 candidates, 3 rank positions offered, 25040 ballots with at least one mark (of 26275 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20041105_boardofsupsd1 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 1, 5 November 2004: single-winner (instant-runoff) election, 7 candidates, 3 rank positions offered, 28943 ballots with at least one mark (of 30721 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20051108_assessorrecorder rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Assessor-Recorder, 8 November 2005: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 199972 ballots with at least one mark (of 225370 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20051108_treasurer rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Treasurer, 8 November 2005: single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 177099 ballots with at least one mark (of 225370 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20061107_boardofsupsd10 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 10, 7 November 2006: single-winner (instant-runoff) election, 7 candidates, 3 rank positions offered, 14491 ballots with at least one mark (of 16703 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20061107_boardofsupsd2 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 2, 7 November 2006: single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 20938 ballots with at least one mark (of 26186 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20061107_boardofsupsd4 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 4, 7 November 2006: single-winner (instant-runoff) election, 6 candidates, 3 rank positions offered, 20015 ballots with at least one mark (of 21985 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20061107_boardofsupsd6 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 6, 7 November 2006: single-winner (instant-runoff) election, 8 candidates, 3 rank positions offered, 18106 ballots with at least one mark (of 19915 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20061107_boardofsupsd8 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 8, 7 November 2006: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 31758 ballots with at least one mark (of 35117 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20071106_mayor rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Mayor, 6 November 2007: single-winner (instant-runoff) election, 18 candidates, 3 rank positions offered, 145229 ballots with at least one mark (of 149465 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20081104_boardofsupsd1 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 1, 4 November 2008 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 9 candidates, 3 rank positions offered, 28998 ballots with at least one mark (of 31694 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20081104_boardofsupsd11 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 11, 4 November 2008 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 9 candidates, 3 rank positions offered, 25083 ballots with at least one mark (of 26909 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20081104_boardofsupsd3 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 3, 4 November 2008 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 9 candidates, 3 rank positions offered, 27482 ballots with at least one mark (of 30086 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20081104_boardofsupsd4 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 4, 4 November 2008 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 29522 ballots with at least one mark (of 31628 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20081104_boardofsupsd5 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 5, 4 November 2008 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 35763 ballots with at least one mark (of 41175 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20081104_boardofsupsd7 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 7, 4 November 2008 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 31218 ballots with at least one mark (of 36669 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20081104_boardofsupsd9 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 9, 4 November 2008 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 7 candidates, 3 rank positions offered, 26799 ballots with at least one mark (of 28884 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20101102_boardofsupsd10 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 10, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 21 candidates, 3 rank positions offered, 18308 ballots with at least one mark (of 20550 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20101102_boardofsupsd2 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 2, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 6 candidates, 3 rank positions offered, 24180 ballots with at least one mark (of 28911 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20101102_boardofsupsd6 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 6, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 14 candidates, 3 rank positions offered, 21443 ballots with at least one mark (of 25057 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20101102_boardofsupsd8 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 8, 2 November 2010 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 35029 ballots with at least one mark (of 38551 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20111108_dattorney rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco District Attorney, 8 November 2011 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 184046 ballots with at least one mark (of 197242 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20111108_mayor rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Mayor, 8 November 2011 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 23 candidates, 3 rank positions offered, 195238 ballots with at least one mark (of 197242 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20111108_sheriff rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Sheriff, 8 November 2011 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 183611 ballots with at least one mark (of 197242 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20121106_boardofsupsd5 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 5, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 8 candidates, 3 rank positions offered, 35356 ballots with at least one mark (of 40253 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20121106_boardofsupsd7 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 7, 6 November 2012 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 9 candidates, 3 rank positions offered, 31566 ballots with at least one mark (of 35351 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20141104_boardofsupsd10 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 10, 4 November 2014 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 15517 ballots with at least one mark (of 16342 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20151103_boardofsupsd3 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 3, 3 November 2015 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 16735 ballots with at least one mark (of 17554 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20151103_mayor rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Mayor, 3 November 2015 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 12 candidates, 3 rank positions offered, 190328 ballots with at least one mark (of 203069 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20151103_sheriff rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Sheriff, 3 November 2015 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 186068 ballots with at least one mark (of 203069 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20161108_boardofsupsd1 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 1, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 10 candidates, 3 rank positions offered, 31873 ballots with at least one mark (of 35109 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20161108_boardofsupsd11 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 11, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 25553 ballots with at least one mark (of 28010 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20161108_boardofsupsd3 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 3, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 26682 ballots with at least one mark (of 31521 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20161108_boardofsupsd5 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 5, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 41059 ballots with at least one mark (of 45531 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20161108_boardofsupsd7 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 7, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 5 candidates, 3 rank positions offered, 35402 ballots with at least one mark (of 39486 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20161108_boardofsupsd9 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 9, 8 November 2016 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 32181 ballots with at least one mark (of 34945 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20180605_boardofsupsd8 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 8, 5 June 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 33287 ballots with at least one mark (of 36067 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20180605_mayor rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Mayor, 5 June 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 9 candidates, 3 rank positions offered, 251666 ballots with at least one mark (of 254016 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20181106_assessorrecorder rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Assessor-Recorder, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 317604 ballots with at least one mark (of 368578 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20181106_boardofsupsd10 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 10, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 7 candidates, 3 rank positions offered, 23350 ballots with at least one mark (of 26257 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20181106_boardofsupsd2 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 2, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 35391 ballots with at least one mark (of 39906 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20181106_boardofsupsd4 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 4, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 8 candidates, 3 rank positions offered, 28598 ballots with at least one mark (of 31412 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20181106_boardofsupsd6 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 6, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 25405 ballots with at least one mark (of 28872 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20181106_boardofsupsd8 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 8, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 42042 ballots with at least one mark (of 48049 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20181106_publicdefender rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Public Defender, 6 November 2018 (ballot-level columns: precincts, tally type): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 292947 ballots with at least one mark (of 368578 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20191105_boardofsupsd5 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 5, 5 November 2019 (ballot-level columns: precinct, ballot type, counting group): single-winner (instant-runoff) election, 4 candidates, 4 rank positions offered, 23715 ballots with at least one mark (of 24765 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20191105_cityattorney rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco City Attorney, 5 November 2019 (ballot-level columns: precinct, ballot type, counting group): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 163945 ballots with at least one mark (of 206117 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20191105_dattorney rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco District Attorney, 5 November 2019 (ballot-level columns: precinct, ballot type, counting group): single-winner (instant-runoff) election, 4 candidates, 4 rank positions offered, 193722 ballots with at least one mark (of 206117 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20191105_mayor rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Mayor, 5 November 2019 (ballot-level columns: precinct, ballot type, counting group): single-winner (instant-runoff) election, 7 candidates, 6 rank positions offered, 180190 ballots with at least one mark (of 206117 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20191105_publicdefender rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Public Defender, 5 November 2019 (ballot-level columns: precinct, ballot type, counting group): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 161370 ballots with at least one mark (of 206117 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20191105_sheriff rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Sheriff, 5 November 2019 (ballot-level columns: precinct, ballot type, counting group): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 149100 ballots with at least one mark (of 206117 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20191105_treasurer rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Treasurer, 5 November 2019 (ballot-level columns: precinct, ballot type, counting group): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 154919 ballots with at least one mark (of 206117 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20201103_boardofsupsd1 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 1, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 7 candidates, 7 rank positions offered, 36183 ballots with at least one mark (of 39909 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20201103_boardofsupsd11 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 11, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 4 candidates, 3 rank positions offered, 31467 ballots with at least one mark (of 34262 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20201103_boardofsupsd3 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 3, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 4 candidates, 4 rank positions offered, 28985 ballots with at least one mark (of 32889 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20201103_boardofsupsd5 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 5, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 4 candidates, 4 rank positions offered, 41862 ballots with at least one mark (of 46417 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20201103_boardofsupsd7 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 7, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 7 candidates, 7 rank positions offered, 39456 ballots with at least one mark (of 43426 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20201103_boardofsupsd9 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 9, 3 November 2020 (ballot-level columns: precinct portion, ballot type, counting group, voting location, district, district type, precinct): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 29277 ballots with at least one mark (of 36969 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20221108_assessorrecorder rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Assessor-Recorder, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 224586 ballots with at least one mark (of 308340 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20221108_boardofsupsd10 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 10, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 16891 ballots with at least one mark (of 20674 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20221108_boardofsupsd2 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 2, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 22541 ballots with at least one mark (of 31877 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20221108_boardofsupsd4 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 4, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 27082 ballots with at least one mark (of 30085 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20221108_boardofsupsd6 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 6, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 4 rank positions offered, 16364 ballots with at least one mark (of 18663 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
|
| rcv_sf_20221108_boardofsupsd8 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 8, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 35406 ballots with at least one mark (of 42258 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20221108_dattorney rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco District Attorney, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 4 rank positions offered, 277210 ballots with at least one mark (of 308340 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20221108_publicdefender rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Public Defender, 8 November 2022 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 255786 ballots with at least one mark (of 308340 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_bosd1 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 1, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 35525 ballots with at least one mark (of 39257 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_bosd11 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 11, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 7 candidates, 7 rank positions offered, 28088 ballots with at least one mark (of 32274 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_bosd3 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 3, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 6 candidates, 6 rank positions offered, 28834 ballots with at least one mark (of 33672 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_bosd5 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 5, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 5 candidates, 5 rank positions offered, 29777 ballots with at least one mark (of 34405 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_bosd7 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 7, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 4 candidates, 4 rank positions offered, 37344 ballots with at least one mark (of 42846 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_bosd9 rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Board of Supervisors District 9, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 7 candidates, 7 rank positions offered, 32871 ballots with at least one mark (of 37091 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_cityattorney rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco City Attorney, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 329379 ballots with at least one mark (of 410105 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_dattorney rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco District Attorney, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 347631 ballots with at least one mark (of 410105 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_mayor rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Mayor, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 15 candidates, 10 rank positions offered, 391565 ballots with at least one mark (of 410105 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_sheriff rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Sheriff, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 315116 ballots with at least one mark (of 410105 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_sf_20241105_treasurer rankings · source = "rank" |
Ranked-choice cast vote records, San Francisco Treasurer, 5 November 2024 (ballot-level columns: ballot type, counting group, district, district type, precinct, precinct portion, voting location): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 304008 ballots with at least one mark (of 410105 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_springville_20211102_council2yrpt rankings · source = "rank" |
Ranked-choice cast vote records, Springville, Utah City Council, two-year partial term, 2 November 2021: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 6061 ballots with at least one mark (of 6307 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_springville_20211102_council4yr rankings · source = "rank" |
Ranked-choice cast vote records, Springville, Utah City Council at large (2 seats, four-year terms), 2 November 2021: sequential (repeated instant-runoff) multi-winner election, 7 candidates, 7 rank positions offered, 6147 ballots with at least one mark (of 6307 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Sequential ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/04LOQX | link |
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| rcv_springville_20211102_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Springville, Utah Mayor, 2 November 2021: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 6122 ballots with at least one mark (of 6307 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_stlouispark_20211102_councilward1 rankings · source = "rank" |
Ranked-choice cast vote records, St. Louis Park, Minnesota City Council Ward 1, 2 November 2021 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 896 ballots with at least one mark (of 933 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_stlouispark_20211102_councilward2 rankings · source = "rank" |
Ranked-choice cast vote records, St. Louis Park, Minnesota City Council Ward 2, 2 November 2021 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 2 candidates, 3 rank positions offered, 1588 ballots with at least one mark (of 1611 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_stlouispark_20211102_councilward3 rankings · source = "rank" |
Ranked-choice cast vote records, St. Louis Park, Minnesota City Council Ward 3, 2 November 2021 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 1347 ballots with at least one mark (of 1359 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_stlouispark_20211102_councilward4 rankings · source = "rank" |
Ranked-choice cast vote records, St. Louis Park, Minnesota City Council Ward 4, 2 November 2021 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 1 candidates, 3 rank positions offered, 712 ballots with at least one mark (of 757 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_takoma_20221108_councilward1 rankings · source = "rank" |
Ranked-choice cast vote records, Takoma Park, Maryland City Council Ward 1, 8 November 2022 (ballot-level columns: ward): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 1364 ballots with at least one mark (of 1364 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_takoma_20221108_councilward2 rankings · source = "rank" |
Ranked-choice cast vote records, Takoma Park, Maryland City Council Ward 2, 8 November 2022 (ballot-level columns: ward): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 1072 ballots with at least one mark (of 1072 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_takoma_20221108_councilward3 rankings · source = "rank" |
Ranked-choice cast vote records, Takoma Park, Maryland City Council Ward 3, 8 November 2022 (ballot-level columns: ward): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 1373 ballots with at least one mark (of 1373 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_takoma_20221108_councilward4 rankings · source = "rank" |
Ranked-choice cast vote records, Takoma Park, Maryland city council Ward 4, 8 November 2022 (one named candidate on the ballot): single-winner (instant-runoff) election, 1 candidates, 2 rank positions offered, 576 ballots with at least one mark (of 576 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_takoma_20221108_councilward5 rankings · source = "rank" |
Ranked-choice cast vote records, Takoma Park, Maryland City Council Ward 5, 8 November 2022 (ballot-level columns: ward): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 487 ballots with at least one mark (of 487 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_takoma_20221108_councilward6 rankings · source = "rank" |
Ranked-choice cast vote records, Takoma Park, Maryland City Council Ward 6, 8 November 2022 (ballot-level columns: ward): single-winner (instant-runoff) election, 4 candidates, 5 rank positions offered, 652 ballots with at least one mark (of 652 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_takoma_20221108_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Takoma Park, Maryland Mayor, 8 November 2022 (ballot-level columns: ward): single-winner (instant-runoff) election, 3 candidates, 4 rank positions offered, 5712 ballots with at least one mark (of 5712 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_usvi_20240208_reppresidentialnominee rankings · source = "rank" |
Ranked-choice cast vote records, U.S. Virgin Islands Republican presidential caucus, 8 February 2024 (ballot-level columns: cvr): single-winner (instant-runoff) election, 6 candidates, 6 rank positions offered, 260 ballots with at least one mark (of 270 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_vineyard_20191105_council rankings · source = "rank" |
Ranked-choice cast vote records, Vineyard, Utah City Council at large (2 seats), 5 November 2019: sequential (repeated instant-runoff) multi-winner election, 7 candidates, 7 rank positions offered, 1089 ballots with at least one mark (of 1112 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Sequential ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/04LOQX | link |
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| rcv_vineyard_20211102_council rankings · source = "rank" |
Ranked-choice cast vote records, Vineyard, Utah City Council at large (2 seats), 2 November 2021: sequential (repeated instant-runoff) multi-winner election, 4 candidates, 4 rank positions offered, 1520 ballots with at least one mark (of 1540 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Sequential ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/04LOQX | link |
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| rcv_vineyard_20211102_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Vineyard, Utah Mayor, 2 November 2021: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 1537 ballots with at least one mark (of 1540 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_westbrook_20241105_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Westbrook, Maine Mayor, 5 November 2024 (ballot-level columns: ballot style, precinct): single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 9569 ballots with at least one mark (of 10768 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| rcv_woodlandhills_20211102_council rankings · source = "rank" |
Ranked-choice cast vote records, Woodland Hills, Utah City Council at large (2 seats), 2 November 2021: sequential (repeated instant-runoff) multi-winner election, 4 candidates, 4 rank positions offered, 656 ballots with at least one mark (of 658 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Sequential ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/04LOQX | link |
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| rcv_woodlandhills_20211102_mayor rankings · source = "rank" |
Ranked-choice cast vote records, Woodland Hills, Utah Mayor, 2 November 2021: single-winner (instant-runoff) election, 3 candidates, 3 rank positions offered, 655 ballots with at least one mark (of 658 in the file). One row per ballot x marked position; item = candidate code c01.. in alphabetical order of the printed names (names not stored), resp = position as marked. Rankings layout (draft irw_rankings family, data/rankings/README.md). (CC0 1.0) FairVote. Single winner ranked choice voting CVRs [data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/AMK8PJ | link |
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| realpic_souza2021 | Picture norms of common items (CC BY 4.0) Souza, C., Garrido, M.V., Saraiva, M. et al. RealPic: Picture norms of real-world common items. Behav Res 53, 1746–1761 (2021). https://doi.org/10.3758/s13428-020-01523-z | link |
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| redline_2026_prosbq | 10-item Professional Self-Belief questionnaire (ProSBq), 1-6. 634 respondents x 10 items = 6340 responses. (CC0 1.0) Redline, R., Jones, A., & Almonroeder, T. G. (2026). Development and initial validation of a brief 2-item measure of belief in one's professional self [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/4E3UDL | link |
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| rees_2017_anger_beliefs | Beliefs about expressing or holding in anger, 11 items, 0-6. 2,964 adults in an urban and a rural village of Timor-Leste, interviewed 2010-2011. Covariates: female, age group, rural/urban, employment, married. (CC BY 4.0) Rees SJ, Tay AK, Savio E, Maria Da Costa Z, Silove D (2017) Identifying a combined construct of grief and explosive anger as a response to injustice amongst survivors of mass conflict: A latent class analysis of data from Timor-Leste. PLoS ONE 12(4): e0175019. https://doi.org/10.1371/journal.pone.0175019 | link |
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| rees_2017_anger_physiological | Bodily reactions during anger (racing heart, feeling hot, chest pain, ...), 12 items, 0 no / 1 yes. 2,964 adults in an urban and a rural village of Timor-Leste, interviewed 2010-2011. Covariates: female, age group, rural/urban, employment, married. (CC BY 4.0) Rees SJ, Tay AK, Savio E, Maria Da Costa Z, Silove D (2017) Identifying a combined construct of grief and explosive anger as a response to injustice amongst survivors of mass conflict: A latent class analysis of data from Timor-Leste. PLoS ONE 12(4): e0175019. https://doi.org/10.1371/journal.pone.0175019 | link |
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| rees_2017_anger_reactions | Explosive anger: how often, when very angry, the respondent felt out of control, about to explode, like shouting, throwing things or hitting someone, 5 items, 0 never to 6 every time. 2,964 adults in an urban and a rural village of Timor-Leste, interviewed 2010-2011. Covariates: female, age group, rural/urban, employment, married. (CC BY 4.0) Rees SJ, Tay AK, Savio E, Maria Da Costa Z, Silove D (2017) Identifying a combined construct of grief and explosive anger as a response to injustice amongst survivors of mass conflict: A latent class analysis of data from Timor-Leste. PLoS ONE 12(4): e0175019. https://doi.org/10.1371/journal.pone.0175019 | link |
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| rees_2017_grief | Prolonged grief symptoms about the most impactful loss (longing, bitterness, emptiness, functional impairment), 4 items, 1 almost never to 5 always. 2,964 adults in an urban and a rural village of Timor-Leste, interviewed 2010-2011. Covariates: female, age group, rural/urban, employment, married. (CC BY 4.0) Rees SJ, Tay AK, Savio E, Maria Da Costa Z, Silove D (2017) Identifying a combined construct of grief and explosive anger as a response to injustice amongst survivors of mass conflict: A latent class analysis of data from Timor-Leste. PLoS ONE 12(4): e0175019. https://doi.org/10.1371/journal.pone.0175019 | link |
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| reeves_2026_councillor_candidates conjoint · source = "conj" |
Japanese voters (2019 online survey) chose between two hypothetical House of Councillors PR-list candidates in 10 paired tasks, the candidates varying age, gender, incumbency, other political experience, hometown, education and occupation. 2,018 respondents; forced choice; respondents had been randomized to four information/voting-rule arms beforehand. (CC0 1.0) Reeves, J. F., & Smith, D. M. (2026). Getting to know her: Information and gender bias in preferential voting systems. Electoral Studies, 103120. | link |
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| regalado_2023_tourism_value | 19-item perceived value/satisfaction/loyalty scale (5-point Likert), coastal cultural tourism visitors to Huanchaco, Peru, n=384 (CC BY 4.0) Regalado-Pezúa O, et al (2023). Perceived value and its relationship to satisfaction and loyalty in cultural coastal destinations: A study in Huanchaco, Peru. PLOS ONE. | link |
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| reher_2025_disabled_candidates conjoint · source = "conj" |
Choice-based candidate conjoint (two vignette pairs per respondent, one with and one without party labels) on candidate disability, fielded to online quota samples in the US and UK (5,969 respondents). Outcomes: vote choice, perceived left-right position (0-10) and agreement that the candidate represents under-represented groups (0-4). (CC0 1.0) Reher, S. (2025). Voting for disabled candidates. The Journal of Politics, 87(2), 790-794. | link |
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| rehmert_2022_party_delegates conjoint · source = "conj" |
German party-convention delegates (CDU, SPD, FDP, Die LINKE, Greens) chose between two hypothetical candidates described by 10 attributes (age, gender, education, occupation, district nomination, legislative experience, membership length, intra-party ideology, party office, activity). 296 delegates, up to 5 paired tasks; forced choice. (CC0 1.0) Rehmert, J. (2022). Party elites' preferences in candidates: Evidence from a conjoint experiment. Political Behavior, 44. | link |
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| rehmert_2026_geographic_responsiveness conjoint · source = "conj" |
591 German party delegates (Greens, CDU, FDP, Linke, SPD) chose between pairs of hypothetical candidates for a nomination, described by age, sex, district nomination, ideology, birthplace, interests represented, tenure and party loyalty; 5 tasks per delegate, forced choice. (CC0 1.0) Rehmert, J. (2026). Intra-party competition, geographic responsiveness and incumbent deselection in closed-list PR. The Journal of Politics, 88(2), 572-585. | link |
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| reidinger_2025_gender_representation conjoint · source = "conj" |
UK online-panel respondents (n = 7,043) rated 14 profiles of a decision-making body whose composition (share of women, age group, class, ethnicity, ideological majority) was randomized: 7 vignettes on fairness (two items) and 7 on expected policy output (two items), 0-10. (CC0 1.0) Reidinger, V. (2025). How men react to shifts in gender representation: Ignored interests? Good for society? Political Research Quarterly, 78(4), 1394-1407. | link |
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| reidinger_2026_committee_decisions conjoint · source = "conj" |
UK online panel (n = 10,066 analysed of 10,101) read about one 20-member government committee with randomized composition (women, age, parents, university degree) and three of its decisions (childcare, abortion counselling, menstrual leave), each randomly approved or not; outcomes are rated fairness of the process, agreement with the decision and support for the policy afterwards (1-10). (CC0 1.0) Reidinger, V., Leemann, L., & Slapin, J. B. (2026). How descriptive over- and under-representation impacts citizens' evaluations of decision-making across policy domains. Political Science Research and Methods. | link |
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| reijnders_2025_cocreation conjoint · source = "conj" |
Paired conjoint on citizen co-creation initiatives: 683 Dutch-speaking Belgian adults compared 2 pairs of participation initiatives varying channel (digital/analogue/hybrid), policy level (Flemish/local), impact (advisory/binding) and co-creation phase; outcomes are which initiative they would rather join and which would give the best results, the best process and the most trust in government (the last three with a 'no difference' option). (CC BY 4.0) Reijnders, L. (2025). Survey + conjoint experiment co-creation in Belgium [Data set]. Zenodo. | link |
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| reinecke_2018_online_vigilance | 12-item Online Vigilance Scale (salience/reactibility/monitoring subscales) (CC BY 4.0) Reinecke L, Klimmt C, Meier A, Reich S, Hefner D, Knop-Huelss K, Rieger D, Vorderer P (2018). Permanently online and permanently connected: Development and validation of the Online Vigilance Scale. PLOS ONE, 13(10), e0205384. https://doi.org/10.1371/journal.pone.0205384 | link |
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| reinhardt_2023_counterfeit_attitude | Attitude toward counterfeit luxury brands, 15 items (v_174..v_189), 1-5; N = 1,067 US MTurk adults pooled over two studies (cov_study); cov_age, cov_gender, cov_profession, cov_ethnicity. (CC BY 4.0) Reinhardt, N. (2023). The correlation between Honesty-Humility and attitude towards counterfeit luxury [Data set]. OSF. https://osf.io/hmnpt/ | link |
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| reinhardt_2023_honesty_humility | HEXACO Honesty-Humility, 16 items (export codes v_56..v_172), 1-5; N = 1,067 US MTurk adults pooled over two studies (cov_study); cov_age, cov_gender, cov_profession, cov_ethnicity. (CC BY 4.0) Reinhardt, N. (2023). The correlation between Honesty-Humility and attitude towards counterfeit luxury [Data set]. OSF. https://osf.io/hmnpt/ | link |
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| reinhardt_2023_integrity | Integrity / rule-following, 7 items (v_215-v_221), 1-5; N = 501 US MTurk adults (Study 2); cov_age, cov_gender, cov_profession, cov_ethnicity. (CC BY 4.0) Reinhardt, N. (2023). The correlation between Honesty-Humility and attitude towards counterfeit luxury [Data set]. OSF. https://osf.io/hmnpt/ | link |
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| reinhardt_2023_materialism | Materialism, 7 items, 1-7 (endpoints labelled); N = 501 US MTurk adults (Study 2); cov_age, cov_gender, cov_profession, cov_ethnicity. (CC BY 4.0) Reinhardt, N. (2023). The correlation between Honesty-Humility and attitude towards counterfeit luxury [Data set]. OSF. https://osf.io/hmnpt/ | link |
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| reinhardt_2023_risk_aversion | Risk aversion, 6 items, 1-7 (endpoints labelled); N = 501 US MTurk adults (Study 2); cov_age, cov_gender, cov_profession, cov_ethnicity. (CC BY 4.0) Reinhardt, N. (2023). The correlation between Honesty-Humility and attitude towards counterfeit luxury [Data set]. OSF. https://osf.io/hmnpt/ | link |
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| reinhardt_2023_self_concept_clarity | Self-Concept Clarity Scale, 12 items (v_203-v_214), 1-5; N = 501 US MTurk adults (Study 2); cov_age, cov_gender, cov_profession, cov_ethnicity. (CC BY 4.0) Reinhardt, N. (2023). The correlation between Honesty-Humility and attitude towards counterfeit luxury [Data set]. OSF. https://osf.io/hmnpt/ | link |
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| reinsberg_2026_imf_messages conjoint · source = "conj" |
Pakistani adults (Gallup Pakistan phone survey, June 2023, n = 1,691) read a short text on Pakistan's IMF credit line with six independently randomized statements (reform costs, social protection, and government/industry/civil-society blame of the IMF), then rated approval of the program, government and IMF responsibility, and confidence in the IMF. (CC0 1.0) Reinsberg, B., Abouharb, M. R., & Seiferling, M. (2026). Unlocking public support: How communication about program design affects public perception of IMF interventions. Foreign Policy Analysis, 22(2), orag003. | link |
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| reinwarth_2023_domain_importance | German representative population survey: importance and satisfaction ratings across 8 life domains, and a 6-item psychological-symptoms battery (CC BY 4.0) Reinwarth, A. et al. (2023). PLOS ONE. https://doi.org/10.1371/journal.pone.0279701 | link |
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| reinwarth_2023_domain_satisfaction | German representative population survey: importance and satisfaction ratings across 8 life domains, and a 6-item psychological-symptoms battery (CC BY 4.0) Reinwarth, A. et al. (2023). PLOS ONE. https://doi.org/10.1371/journal.pone.0279701 | link |
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| reinwarth_2023_loneliness3 | 3-item brief loneliness scale, representative German population sample, N=2465. (CC BY 4.0) Reinwarth AC, Ernst M, Krakau L, Brahler E, Beutel ME (2023). Screening for loneliness in representative population samples: Validation of a single-item measure. PLOS ONE 18(2):e0279701. | link |
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| reinwarth_2023_phq4 | PHQ-4 (ultra-brief PHQ-2+GAD-2, 4 items, 1-4), representative German population sample, N=2464. (CC BY 4.0) Reinwarth AC, Ernst M, Krakau L, Brahler E, Beutel ME (2023). Screening for loneliness in representative population samples: Validation of a single-item measure. PLOS ONE 18(2):e0279701. | link |
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| reinwarth_2023_psych_symptoms | German representative population survey: importance and satisfaction ratings across 8 life domains, and a 6-item psychological-symptoms battery (CC BY 4.0) Reinwarth, A. et al. (2023). PLOS ONE. https://doi.org/10.1371/journal.pone.0279701 | link |
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| reiss_2020_action_feel_better | COVID-19 coping actions: 13 actions rated for how much each action helps one feel better, 1-5 (the paper says 1-7; the deposit holds 1-5 only). 404 adults in Germany and Austria, online, 20-26 March 2020. Covariates: age, sex, country, risk group, household size. (CC BY 4.0) Reiss S, Franchina V, Jutzi C, Willardt R, Jonas E (2020) From anxiety to action—Experience of threat, emotional states, reactance, and action preferences in the early days of COVID-19 self-isolation in Germany and Austria. PLoS ONE 15(12): e0243193. https://doi.org/10.1371/journal.pone.0243193 | link |
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| reiss_2020_action_intention | COVID-19 coping actions: 13 actions rated for how much one intends to take each action, 1-5 (the paper says 1-7; the deposit holds 1-5 only). 404 adults in Germany and Austria, online, 20-26 March 2020. Covariates: age, sex, country, risk group, household size. (CC BY 4.0) Reiss S, Franchina V, Jutzi C, Willardt R, Jonas E (2020) From anxiety to action—Experience of threat, emotional states, reactance, and action preferences in the early days of COVID-19 self-isolation in Germany and Austria. PLoS ONE 15(12): e0243193. https://doi.org/10.1371/journal.pone.0243193 | link |
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| reiss_2020_action_sensible | COVID-19 coping actions: 13 actions rated for how sensible each action is, 1-5 (the paper says 1-7; the deposit holds 1-5 only). 404 adults in Germany and Austria, online, 20-26 March 2020. Covariates: age, sex, country, risk group, household size. (CC BY 4.0) Reiss S, Franchina V, Jutzi C, Willardt R, Jonas E (2020) From anxiety to action—Experience of threat, emotional states, reactance, and action preferences in the early days of COVID-19 self-isolation in Germany and Austria. PLoS ONE 15(12): e0243193. https://doi.org/10.1371/journal.pone.0243193 | link |
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| reiss_2020_affect | State affect adjectives (reactance, PANAS-X fear, hostility, sadness, BIS, BAS activation, BAS relaxation), 34 items, 1-5. 404 adults in Germany and Austria, online, 20-26 March 2020. Covariates: age, sex, country, risk group, household size. (CC BY 4.0) Reiss S, Franchina V, Jutzi C, Willardt R, Jonas E (2020) From anxiety to action—Experience of threat, emotional states, reactance, and action preferences in the early days of COVID-19 self-isolation in Germany and Austria. PLoS ONE 15(12): e0243193. https://doi.org/10.1371/journal.pone.0243193 | link |
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| reiss_2020_covid_knowledge | COVID-19 knowledge test, 10 true/false statements scored 1 correct / 0 incorrect (unsure dropped); resp_raw holds the answer. 404 adults in Germany and Austria, online, 20-26 March 2020. Covariates: age, sex, country, risk group, household size. (CC BY 4.0) Reiss S, Franchina V, Jutzi C, Willardt R, Jonas E (2020) From anxiety to action—Experience of threat, emotional states, reactance, and action preferences in the early days of COVID-19 self-isolation in Germany and Austria. PLoS ONE 15(12): e0243193. https://doi.org/10.1371/journal.pone.0243193 | link |
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| reiss_2020_discrepancy | COVID-19 discrepancy scale (motivational-affective: autonomy, uncertainty, agency; epistemic: expectation), 15 items, 1-5, raw. 404 adults in Germany and Austria, online, 20-26 March 2020. Covariates: age, sex, country, risk group, household size. (CC BY 4.0) Reiss S, Franchina V, Jutzi C, Willardt R, Jonas E (2020) From anxiety to action—Experience of threat, emotional states, reactance, and action preferences in the early days of COVID-19 self-isolation in Germany and Austria. PLoS ONE 15(12): e0243193. https://doi.org/10.1371/journal.pone.0243193 | link |
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| reiss_2020_loneliness | Social and emotional loneliness (social, family, romantic), 15 items, 1-7, raw. 404 adults in Germany and Austria, online, 20-26 March 2020. Covariates: age, sex, country, risk group, household size. (CC BY 4.0) Reiss S, Franchina V, Jutzi C, Willardt R, Jonas E (2020) From anxiety to action—Experience of threat, emotional states, reactance, and action preferences in the early days of COVID-19 self-isolation in Germany and Austria. PLoS ONE 15(12): e0243193. https://doi.org/10.1371/journal.pone.0243193 | link |
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| reiss_2020_system_justification | System justification adapted to the COVID-19 situation, 8 items, 1-7, raw. 404 adults in Germany and Austria, online, 20-26 March 2020. Covariates: age, sex, country, risk group, household size. (CC BY 4.0) Reiss S, Franchina V, Jutzi C, Willardt R, Jonas E (2020) From anxiety to action—Experience of threat, emotional states, reactance, and action preferences in the early days of COVID-19 self-isolation in Germany and Austria. PLoS ONE 15(12): e0243193. https://doi.org/10.1371/journal.pone.0243193 | link |
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| ren2019_cpti | Child Psychopathy Traits Inventory (CPTI). 28 items, 4-point scale. Chinese children. N=299. (CC BY 4.0) Ren, F., Zhang, Z., Luo, R., Liu, J., & Liu, X. (2019). Factor structure and measurement invariance of Youth Psychopathic Traits Inventory-Child version (YPIC) in Chinese children. Frontiers in Psychology, 10, 2550. | link |
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| ren2019_scpv | Socio-Cognitive Profile Victimization scale (SCPV). 12 items, 5-point scale. Chinese children. N=299. (CC BY 4.0) Ren, F., Zhang, Z., Luo, R., Liu, J., & Liu, X. (2019). Factor structure and measurement invariance of Youth Psychopathic Traits Inventory-Child version (YPIC) in Chinese children. Frontiers in Psychology, 10, 2550. | link |
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| ren2019_sdq | Strengths and Difficulties Questionnaire (SDQ). 25 items, 3-point scale. Chinese children. N=298. (CC BY 4.0) Ren, F., Zhang, Z., Luo, R., Liu, J., & Liu, X. (2019). Factor structure and measurement invariance of Youth Psychopathic Traits Inventory-Child version (YPIC) in Chinese children. Frontiers in Psychology, 10, 2550. | link |
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| ren2019_ypic | Youth Psychopathic Traits Inventory-Child version (YPIC). 18 items, 4-point scale. Chinese children. N=299. (CC BY 4.0) Ren, F., Zhang, Z., Luo, R., Liu, J., & Liu, X. (2019). Factor structure and measurement invariance of Youth Psychopathic Traits Inventory-Child version (YPIC) in Chinese children. Frontiers in Psychology, 10, 2550. | link |
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| ren_2019_cpti | Callous-Unemotional and Psychopathic Traits Inventory (CPTI; 28 items) in Chinese children (CC BY 4.0) Ren F et al. (2019). Factor Structure and Measurement Invariance of Youth Psychopathic Traits Inventory-Child Version in Chinese Children. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2019.02550 | link |
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| ren_2019_scpv | Self-reported Child Psychopathy Version (SCPV; 12 items) in Chinese children (CC BY 4.0) Ren F et al. (2019). Factor Structure and Measurement Invariance of Youth Psychopathic Traits Inventory-Child Version in Chinese Children. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2019.02550 | link |
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| ren_2019_sdq | Strengths and Difficulties Questionnaire (SDQ; 25 items) in Chinese children (CC BY 4.0) Ren F et al. (2019). Factor Structure and Measurement Invariance of Youth Psychopathic Traits Inventory-Child Version in Chinese Children. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2019.02550 | link |
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| ren_2019_ypic | Youth Psychopathic Traits Inventory — Child Version (YPIC; 18 items) in Chinese children (CC BY 4.0) Ren F et al. (2019). Factor Structure and Measurement Invariance of Youth Psychopathic Traits Inventory-Child Version in Chinese Children. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2019.02550 | link |
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| ren_2024_adl | Barthel Index activities-of-daily-living items (weighted 0/5/10/15); 1587 respondents, 10 items, 15870 responses (CC BY 4.0) Ren, X.-Q., Zhao, G.-M., Fang, S.-W., Xu, L.-F., Wang, L.-D., Zhao, L.-H., & Lu, M.-M. (2024). Mediating roles of activities of daily living and depression on the relationship between sleep quality and health-related quality of life. Scientific Reports, 14, 14057. | link |
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| ren_2024_eq5d | EQ-5D-3L health-status dimension items (1-3); 1587 respondents, 5 items, 7935 responses (CC BY 4.0) Ren, X.-Q., Zhao, G.-M., Fang, S.-W., Xu, L.-F., Wang, L.-D., Zhao, L.-H., & Lu, M.-M. (2024). Mediating roles of activities of daily living and depression on the relationship between sleep quality and health-related quality of life. Scientific Reports, 14, 14057. | link |
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| ren_2024_loneliness | UCLA three-item loneliness scale (1-3); 1587 respondents, 3 items, 4761 responses (CC BY 4.0) Ren, X.-Q., Zhao, G.-M., Fang, S.-W., Xu, L.-F., Wang, L.-D., Zhao, L.-H., & Lu, M.-M. (2024). Mediating roles of activities of daily living and depression on the relationship between sleep quality and health-related quality of life. Scientific Reports, 14, 14057. | link |
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| ren_2024_phq9 | Patient Health Questionnaire-9 depression items (1-4); 1587 respondents, 9 items, 14283 responses (CC BY 4.0) Ren, X.-Q., Zhao, G.-M., Fang, S.-W., Xu, L.-F., Wang, L.-D., Zhao, L.-H., & Lu, M.-M. (2024). Mediating roles of activities of daily living and depression on the relationship between sleep quality and health-related quality of life. Scientific Reports, 14, 14057. | link |
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| ren_2024_psqi | Pittsburgh Sleep Quality Index sleep-disturbance and sleep-quality items (1-4); 1587 respondents, 13 items, 20631 responses (CC BY 4.0) Ren, X.-Q., Zhao, G.-M., Fang, S.-W., Xu, L.-F., Wang, L.-D., Zhao, L.-H., & Lu, M.-M. (2024). Mediating roles of activities of daily living and depression on the relationship between sleep quality and health-related quality of life. Scientific Reports, 14, 14057. | link |
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| ren_2026_amoral_management | Amoral management -- the employee's rating of their supervisor's non-involvement when ethical issues arise. 4 items. 249 R&D employees at three intelligent-equipment manufacturers in eastern China, the surviving respondents of a three-wave design (350 sampled, 285 valid at stage 1, 267 at stage 2, 249 at stage 3). 5-point, 1 completely disagree to 5 completely agree; no missing cells. All five covariates ship LABELLED, each pinned against a published number: gender 1=male (154 = 61.8% against 'males 62%'), education 4=bachelor's (181, the paper's exact count), position 1=ordinary staff (155 exact, and codes 2+3 = 84 = 33.7%, the paper's exact figure for junior and middle managers), tenure 3=4-6 years (38.6%) and 4=7-10 years (36.1%), age mean 34.09 and range 23-57 against 'mean 34, range 23-57'. Age is in years as the deposit gives it, not a date of birth. (CC BY 4.0) Ren L, Liu Y, Siyal AW, Zhang X, Pu T (2026). Color outside the lines: How does amoral management influence employees' creative unethicality? PLOS ONE 21(4): e0347530. | link |
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| ren_2026_creative_unethicality | Creative unethicality -- inventive ways of skirting ethical rules. 6 items, and these are NOT self-reports: the article's example item is in the third person ('Develops innovative ways to skirt ethical rules') where the other three blocks are first-person, i.e. this block is SUPERVISOR-RATED. The deposit gives one row per employee either way, so id is the employee throughout, but pooling this table with the three self-report tables would mix two raters. 249 R&D employees at three intelligent-equipment manufacturers in eastern China, the surviving respondents of a three-wave design (350 sampled, 285 valid at stage 1, 267 at stage 2, 249 at stage 3). 5-point, 1 completely disagree to 5 completely agree; no missing cells. All five covariates ship LABELLED, each pinned against a published number: gender 1=male (154 = 61.8% against 'males 62%'), education 4=bachelor's (181, the paper's exact count), position 1=ordinary staff (155 exact, and codes 2+3 = 84 = 33.7%, the paper's exact figure for junior and middle managers), tenure 3=4-6 years (38.6%) and 4=7-10 years (36.1%), age mean 34.09 and range 23-57 against 'mean 34, range 23-57'. Age is in years as the deposit gives it, not a date of birth. (CC BY 4.0) Ren L, Liu Y, Siyal AW, Zhang X, Pu T (2026). Color outside the lines: How does amoral management influence employees' creative unethicality? PLOS ONE 21(4): e0347530. | link |
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| ren_2026_job_creativity_requirement | Job creativity requirement -- the extent to which introducing new ideas is part of the job. 5 items, self-rated. 249 R&D employees at three intelligent-equipment manufacturers in eastern China, the surviving respondents of a three-wave design (350 sampled, 285 valid at stage 1, 267 at stage 2, 249 at stage 3). 5-point, 1 completely disagree to 5 completely agree; no missing cells. All five covariates ship LABELLED, each pinned against a published number: gender 1=male (154 = 61.8% against 'males 62%'), education 4=bachelor's (181, the paper's exact count), position 1=ordinary staff (155 exact, and codes 2+3 = 84 = 33.7%, the paper's exact figure for junior and middle managers), tenure 3=4-6 years (38.6%) and 4=7-10 years (36.1%), age mean 34.09 and range 23-57 against 'mean 34, range 23-57'. Age is in years as the deposit gives it, not a date of birth. (CC BY 4.0) Ren L, Liu Y, Siyal AW, Zhang X, Pu T (2026). Color outside the lines: How does amoral management influence employees' creative unethicality? PLOS ONE 21(4): e0347530. | link |
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| ren_2026_moral_decoupling | Moral decoupling -- separating judgements of work performance from judgements of morality. 5 items, self-rated. 249 R&D employees at three intelligent-equipment manufacturers in eastern China, the surviving respondents of a three-wave design (350 sampled, 285 valid at stage 1, 267 at stage 2, 249 at stage 3). 5-point, 1 completely disagree to 5 completely agree; no missing cells. All five covariates ship LABELLED, each pinned against a published number: gender 1=male (154 = 61.8% against 'males 62%'), education 4=bachelor's (181, the paper's exact count), position 1=ordinary staff (155 exact, and codes 2+3 = 84 = 33.7%, the paper's exact figure for junior and middle managers), tenure 3=4-6 years (38.6%) and 4=7-10 years (36.1%), age mean 34.09 and range 23-57 against 'mean 34, range 23-57'. Age is in years as the deposit gives it, not a date of birth. (CC BY 4.0) Ren L, Liu Y, Siyal AW, Zhang X, Pu T (2026). Color outside the lines: How does amoral management influence employees' creative unethicality? PLOS ONE 21(4): e0347530. | link |
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| repochat_arena_2024_2025 competitions · source = "comp" |
RepoChat Arena preference votes, 3,844 battles between 13 named language models, 2024-11-30 to 2025-02-11. A person pastes a GitHub repository link, asks a question about it, and judges two anonymous models' answers. The contestant is really a pair: each side runs a generating model AND a retriever that chose which repository files to put in context, drawn independently (1,932 battles used gemini-1.5-flash-002 as retriever_a, 1,912 used gpt-4o-mini). agent_a and agent_b name the generating model only, because that is what the vote is nominally about and what the leaderboard ranks, while retriever_a and retriever_b are kept as columns so the confound stays visible -- a Bradley-Terry fit that ignores them is fitting a mixture. `repo` is the GitHub URL asked about, 2,377 distinct projects. agent_a wins 1,264, agent_b 1,343, 1,237 draws; the source's own winner field pools tie with both_bad, and `outcome` recovers the split (717 tie, 520 both_bad) from the separate booleans. `date` is a day, not a time: every source value is midnight UTC. No homefield column -- slot assignment is balanced and agent_a wins 48.48% of the 2,607 decided battles, z = -1.55. (CC BY 4.0) LMArena. (2025). repochat-arena-preference-4k [Data set]. Hugging Face. https://huggingface.co/datasets/lmarena-ai/repochat-arena-preference-4k | link |
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| retrosheet_mlb_1871_2025 competitions · source = "comp" |
Retrosheet MLB game logs, 1871-2025: every major-league regular-season game (NA, NL, AA, UA, PL, AL, FL) plus wildcard, division, LCS and World Series games. One row per game; agent_a = home team, with scores, park, attendance, doubleheader number, forfeit and protest codes. (Custom) Retrosheet. Game logs, 1871-2025 (gl1871_2025.zip, downloaded 2026-10-01). https://www.retrosheet.org | link |
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| reuter_2021_emotions | 39-item mood/emotion checklist (binary endorsed/not endorsed), longitudinal COVID-19-restrictions health-behavior survey of university students (n=514), USA (CC BY 4.0) Reuter PR, Forster BL, Kruger BJ (2021). A longitudinal study of the impact of COVID-19 restrictions on students' health behavior, mental health and emotional well-being. PeerJ. | link |
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| rexand_galais_2022_ipo | Inventory of Personality Organization (IPO-57, French translation; primitive defenses PD1-16, identity diffusion ID1-21, reality testing RT1-20), 1-5, 602 French psychology students (Angers University) in two samples, 2021-2022; cov_study (1 first-year, 2 second-year), cov_age, cov_gender. (CC BY 4.0) Rexand-Galais, F., & Pithon, L. (2024). Dataset assessing three samples of French university students to 5 personality tests: IPO, PDQ-4+, PANAS, AQ and HADS [Data set]. Mendeley Data, V4. https://doi.org/10.17632/tv6w6yyfy8.4 | link |
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| rexand_galais_2022_ipofr | IPO-fr, the 40-item French short form of the Inventory of Personality Organization (primitive defenses/identity diffusion PDID1-30, reality testing RT1-10), 1-5 (never true-always true), 607 French psychology and arts/humanities students (Angers University), 2022; cov_age, cov_gender, cov_pdq4_group (PDQ-4+ cluster classification). (CC BY 4.0) Rexand-Galais, F., & Pithon, L. (2024). Dataset assessing three samples of French university students to 5 personality tests: IPO, PDQ-4+, PANAS, AQ and HADS [Data set]. Mendeley Data, V4. https://doi.org/10.17632/tv6w6yyfy8.4 | link |
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| reyes_2022_eheals | 8-item eHealth Literacy Scale (eHEALS, 1-5 scale), from a survey of N=528 undergraduate students on eHealth usage and patient-provider relationships. (CC BY 4.0) Reyes M, Vance-Chalcraft H (2022) Understanding undergraduate students' eHealth usage and views of the patient-provider relationship. PLoS ONE. | link |
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| rfq8_wozniakprus_2022 | Data from the study aimed at verifying the factor structure and assessing the psychometric properties of the Polish adaptation of the short version of the Reflective Functioning Questionnaire (RFQ-8). (CC0 1.0) Woźniak-Prus, M., Gambin, M., Cudo, A., & Sharp, C. (2022). Investigation of the factor structure of the Reflective Functioning Questionnaire (RFQ-8): One or two dimensions? Journal of Personality Assessment, 104(6), 736–746. https://doi.org/10.1080/00223891.2021.2014505 | link |
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| rfq_wozniakprus_2021 | Factor structure and psychometric properties of the RFQ-8 in a Polish sample (CC0 1.0) Woźniak-Prus, Małgorzata, 2021, "Factor structure and psychometric properties of the RFQ-8 in a Polish sample", https://doi.org/10.7910/DVN/BMCC4C, Harvard Dataverse, V1 | link |
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| riasec | Data from the Holland Code (RIASEC) Test, wherein participants rated how much they would like to perform certain tasks (CC BY 4.0) (2018). Holland Code (RIASEC) Test [dataset and codebook]. http://openpsychometrics.org/_rawdata/RIASEC_data12Dec2018.zip | link |
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| ribar_2026_bfi2 | Big Five Inventory-2 (60 items, 1-5, as answered) from 156 Croatian psychology students in a daily-diary study of Disintegration and internalizing experiences. (CC BY 4.0) Ribar, M., Lazarevic, L., Razum, J., & Milas, G. (2026). Beyond the Big Five: Disintegration as a Predictor of Daily Depression, Anxiety, and Rumination. PsyArXiv. https://doi.org/10.31234/osf.io/e5hma_v1. Data: Zenodo, https://doi.org/10.5281/zenodo.23157249 | link |
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| ribar_2026_delta | DELTA Disintegration scale (20 items, 1-5) from 156 Croatian psychology students in a daily-diary study of Disintegration and internalizing experiences. (CC BY 4.0) Ribar, M., Lazarevic, L., Razum, J., & Milas, G. (2026). Beyond the Big Five: Disintegration as a Predictor of Daily Depression, Anxiety, and Rumination. PsyArXiv. https://doi.org/10.31234/osf.io/e5hma_v1. Data: Zenodo, https://doi.org/10.5281/zenodo.23157249 | link |
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| ribeiro_2019_academic_motivation | Data for: Academic motivation scale: validity in Portuguese public higher education published by RAC-Revista de Administracao Contemporanea. IRW table ribeiro_2019_academic_motivation: 1157 respondents x 29 items, 33553 responses. (CC BY 4.0) Ribeiro, M.; Saraiva, V.; Pereira, P.; Ribeiro, C. (2019). Data for: Academic motivation scale: validity in Portuguese public higher education published by RAC-Revista de Administracao Contemporanea. Mendeley Data, V1. | link |
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| ribeiro_2024_msk_hq | 14-item European Portuguese Musculoskeletal Health Questionnaire (MSK-HQ-PT, 0-4 scale), baseline (T0) item-level responses (CC BY 4.0) Ribeiro H, Cruz EB, Castro A, Rodrigues A, Heleno B, Dias TL, Pires D (2024) Cross-cultural adaptation and reliability of the European Portuguese version of the Musculoskeletal Health Questionnaire: A methodological study. PLOS ONE 19(8): e0308623. | link |
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| ridge_2024_regime_egypt conjoint · source = "conj" |
YouGov MENA panel respondents in Egypt (August 2019; n=1,028: 1,000 Egyptians plus 28 expats) made 5 forced choices between two systems of government varying elections, barriers to participation, official religion, the role of religious leaders, public-service provision and unemployment. (CC0 1.0) Ridge, H. M. (2024). Democratic commitment in the Middle East: A conjoint analysis. Political Science Research and Methods, 12(2), 285-300. | link |
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| ridge_2024_regime_morocco conjoint · source = "conj" |
YouGov MENA panel respondents in Morocco (January 2020; n=1,009: 991 Moroccans plus 18 expats) made 5 forced choices between two systems of government varying elections, barriers to participation, official religion, the role of religious leaders, public-service provision and unemployment. (CC0 1.0) Ridge, H. M. (2024). Democratic commitment in the Middle East: A conjoint analysis. Political Science Research and Methods, 12(2), 285-300. | link |
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| rigby_2026_contract_cheating conjoint · source = "conj" |
Australian university students chose among three essays offered for purchase, described by price, grade, detection risk and penalty, or buying none, in 10 choice sets each; 340 students. All four attributes are stored as the deposit's codes (no codebook). (CC BY 4.0) Rigby, D. (2026). Data for the paper "Responsive regulation and heterogeneity in students' willingness to contract cheat" [Data set]. University of Manchester. | link |
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| rightwing_authoritariansim | Data from a survey that probes facist ideologies to try to understand those regimes and their followers (CC BY 4.0) Altemeyer, B (2015). Right-wing Authoritarianism Scale [dataset and codebook]. https://openpsychometrics.org/_rawdata/RWAS.zip | link |
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| rimisp_2021_care_work | How often care and reproductive work is recognised or paid, asked separately about the respondent's household, their community and the state: 3 items, 1-5 (never..always), from 300 residents of Valle del Cauca, Colombia. 900 responses. (CC0 1.0) Rimisp - Centro Latinoamericano para el Desarrollo Rural. Encuesta de medicion de calidad de vida y bienestar subjetivo de Valle del Cauca - Colombia. Harvard Dataverse. | link |
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| rimisp_2021_household_services | Satisfaction with five household utilities (water, sewerage, electricity, fixed internet, mobile internet) on a 1-5 scale, from 299 rural and peri-urban residents of Valle del Cauca, Colombia, surveyed in late 2021. The questionnaire's sixth option, 'does not have the service', is a not-applicable sentinel and is set missing. 999 responses. (CC0 1.0) Rimisp - Centro Latinoamericano para el Desarrollo Rural. Encuesta de medicion de calidad de vida y bienestar subjetivo de Valle del Cauca - Colombia. Harvard Dataverse. | link |
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| rinaldi_2021_mas | Mentalized Affectivity Scale (MAS, 61 items, the paper's focal instrument, Italian validation), N=258 (CC BY 4.0) Rinaldi T, Castelli I, Greco A, Greenberg DM, Jurist E, Valle A, Marchetti A (2021). The Mentalized Affectivity Scale (MAS): Development and validation of the Italian version. PLOS ONE, 16(4), e0249272. https://doi.org/10.1371/journal.pone.0249272 | link |
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| ringhand_2024_ccam_importance | Importance of 15 public-transport service attributes (availability, accessibility, affordability, acceptability) for the future use of CCAM vehicles, 1 very unimportant - 101 very important slider; EU online survey, N = 4,472 in eight languages; cov_language, cov_age, cov_gender, cov_country, cov_education, cov_employment. (CC BY 4.0) Ringhand, M., & Anke, J. (2024). SINFONICA - Online survey data - Survey on the user factors that affect the future deployment of CCAM. Zenodo. https://doi.org/10.5281/zenodo.14394129 | link |
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| ringhand_2024_ccam_tpb | Twelve Theory of Planned Behaviour and trust items on using CCAM (connected, cooperative and automated mobility) vehicles: attitude (4 semantic differentials), intention, perceived behavioural control (2), subjective norm (2), propensity to trust automated systems (3), 1-5; N = 4,472; same covariates. (CC BY 4.0) Ringhand, M., & Anke, J. (2024). SINFONICA - Online survey data - Survey on the user factors that affect the future deployment of CCAM. Zenodo. https://doi.org/10.5281/zenodo.14394129 | link |
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| rinscheid_2019_coal_phaseout_germany conjoint · source = "conj" |
2161 a representative online sample of German voters each compared 8 pairs of coal phase-out scenarios (end date, annual costs, lost jobs, new jobs, structural-change measures), choosing one per pair and rating each 1-7. One of three samples from the same experiment. (CC0 1.0) Rinscheid, A., & Wüstenhagen, R. (2019). Germany's decision to phase out coal by 2038 lags behind citizens' timing preferences. Nature Energy, 4(10), 856-863. | link |
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| rinscheid_2019_coal_phaseout_lusatia conjoint · source = "conj" |
501 residents of the Lusatia lignite region each compared 8 pairs of coal phase-out scenarios (end date, annual costs, lost jobs, new jobs, structural-change measures), choosing one per pair and rating each 1-7. One of three samples from the same experiment. (CC0 1.0) Rinscheid, A., & Wüstenhagen, R. (2019). Germany's decision to phase out coal by 2038 lags behind citizens' timing preferences. Nature Energy, 4(10), 856-863. | link |
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| rinscheid_2019_coal_phaseout_rhineland conjoint · source = "conj" |
533 residents of the Rhineland lignite region each compared 8 pairs of coal phase-out scenarios (end date, annual costs, lost jobs, new jobs, structural-change measures), choosing one per pair and rating each 1-7. One of three samples from the same experiment. (CC0 1.0) Rinscheid, A., & Wüstenhagen, R. (2019). Germany's decision to phase out coal by 2038 lags behind citizens' timing preferences. Nature Energy, 4(10), 856-863. | link |
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| ripamonti_2026_transparency_trust conjoint · source = "conj" |
200 US adults (April 2024) each rated 8 descriptions of a public organization (police or sanitation department) varying disclosure motive (required vs more than required) and the amount disclosed about finances, meetings and performance; three 0-100 trust ratings per vignette. (CC BY 4.0) Ripamonti (2026). Does being informed about government transparency boost trust? Exploring an overlooked mechanism [replication data]. Harvard Dataverse. | link |
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| risticdedic_2025_dhq_currentstate | Democratic Health Questionnaire, school version: the same 30 statements rated for how far they are currently realised, 0-100 slider; id is the school. 24,663 responses from 834 respondents on 30 items. (CC BY 4.0) Ristic Dedic, Z., Jokic, B., & Matic Bojic, J. (2025). Democratic Health Questionnaire (DHQ) dataset: School version [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15341219 | link |
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| risticdedic_2025_dhq_expectation | Democratic Health Questionnaire, school version: the same 30 statements rated for expectation, 0-100 slider; id is the school. 24,668 responses from 834 respondents on 30 items. (CC BY 4.0) Ristic Dedic, Z., Jokic, B., & Matic Bojic, J. (2025). Democratic Health Questionnaire (DHQ) dataset: School version [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15341219 | link |
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| risticdedic_2025_dhq_importance | Democratic Health Questionnaire, school version: 30 statements rated for importance on a 0-100 slider; id is the school. 24,756 responses from 834 respondents on 30 items. (CC BY 4.0) Ristic Dedic, Z., Jokic, B., & Matic Bojic, J. (2025). Democratic Health Questionnaire (DHQ) dataset: School version [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15341219 | link |
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| ritzel_2020_farmer_burden | 13-item survey on farmers' administrative burden, compliance costs, psychological costs, and knowledge/education (response ranges vary by sub-battery, 1-4 to 1-8), Swiss farmers (CC BY 4.0) Ritzel C, Mack G, Portmann M, Heitkämper K, El Benni N (2020) Empirical evidence on factors influencing farmers' administrative burden: A structural equation modeling approach. PLoS ONE. | link |
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| rivero_2022_piccolo_father | PICCOLO observational parenting checklist, fathers playing with child at home, 29 items (0-2 scale) across Affection/Responsiveness/Encouragement/Teaching domains, N=155 Spanish families. (CC BY 4.0) Rivero M, Vilaseca R, Cantero M-J, Navarro-Pardo E, Ferrer F, Valls-Vidal C, Bersabé RM (2022) Parenting of Spanish mothers and fathers playing with their children at home. PLOS ONE 17(6): e0266762. | link |
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| rivero_2022_piccolo_mother | PICCOLO observational parenting checklist, mothers playing with child at home, 29 items (0-2 scale) across Affection/Responsiveness/Encouragement/Teaching domains, N=155 Spanish families. (CC BY 4.0) Rivero M, Vilaseca R, Cantero M-J, Navarro-Pardo E, Ferrer F, Valls-Vidal C, Bersabé RM (2022) Parenting of Spanish mothers and fathers playing with their children at home. PLOS ONE 17(6): e0266762. | link |
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| rizqiansah_2026_ai | 5 AI-in-audit items (1-5); N = 135 Indonesian internal auditors; cov_education, cov_position, cov_experience. (CC BY 4.0) Rizqiansah, H., & Hidayatullah. (2026). E-Audit, Artificial Intelligence, and Data Analytics in Internal Audit Quality: The Moderating Role of Auditor Competence [data]. Mendeley Data. https://doi.org/10.17632/gyfdrvfs7c | link |
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| rizqiansah_2026_audit_quality | 5 internal-audit-quality items (1-5); N = 135 Indonesian internal auditors; cov_education, cov_position, cov_experience. (CC BY 4.0) Rizqiansah, H., & Hidayatullah. (2026). E-Audit, Artificial Intelligence, and Data Analytics in Internal Audit Quality: The Moderating Role of Auditor Competence [data]. Mendeley Data. https://doi.org/10.17632/gyfdrvfs7c | link |
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| rizqiansah_2026_auditor_competence | 5 auditor-competence items (1-5); N = 135 Indonesian internal auditors; cov_education, cov_position, cov_experience. (CC BY 4.0) Rizqiansah, H., & Hidayatullah. (2026). E-Audit, Artificial Intelligence, and Data Analytics in Internal Audit Quality: The Moderating Role of Auditor Competence [data]. Mendeley Data. https://doi.org/10.17632/gyfdrvfs7c | link |
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| rizqiansah_2026_data_analytics | 5 data-analytics items (1-5); N = 135 Indonesian internal auditors; cov_education, cov_position, cov_experience. (CC BY 4.0) Rizqiansah, H., & Hidayatullah. (2026). E-Audit, Artificial Intelligence, and Data Analytics in Internal Audit Quality: The Moderating Role of Auditor Competence [data]. Mendeley Data. https://doi.org/10.17632/gyfdrvfs7c | link |
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| rizqiansah_2026_e_audit | 5 e-audit items (1-5); N = 135 Indonesian internal auditors; cov_education, cov_position, cov_experience. (CC BY 4.0) Rizqiansah, H., & Hidayatullah. (2026). E-Audit, Artificial Intelligence, and Data Analytics in Internal Audit Quality: The Moderating Role of Auditor Competence [data]. Mendeley Data. https://doi.org/10.17632/gyfdrvfs7c | link |
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| rmet_higgins_2022_aq | Autism Spectrum Quotient (CC BY 4.0) Higgins, W. C., Polito, V., Ross, R. M., & Langdon, R. (2022, September 8). 1. Theory of Mind and emotion recognition in the Reading the Mind in the Eyes test: a factor analysis. Retrieved from osf.io/8jtn9 | link |
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| rmet_higgins_2022_rmet | The “Reading the Mind in the Eyes” Test Shows Poor Psychometric Properties in a Large, Demographically Representative U.S. Sample (CC BY 4.0) Higgins, W. C., Polito, V., Ross, R. M., & Langdon, R. (2022, September 8). 1. Theory of Mind and emotion recognition in the Reading the Mind in the Eyes test: a factor analysis. Retrieved from osf.io/8jtn9 | link |
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| rmet_higgins_2022_tas | Toronto Alexithymia Scale (CC BY 4.0) Higgins, W. C., Polito, V., Ross, R. M., & Langdon, R. (2022, September 8). 1. Theory of Mind and emotion recognition in the Reading the Mind in the Eyes test: a factor analysis. Retrieved from osf.io/8jtn9 | link |
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| rmet_higgins_2022_tom | Imposing Memory Task (IMT) (CC BY 4.0) Higgins, W. C., Polito, V., Ross, R. M., & Langdon, R. (2022, September 8). 1. Theory of Mind and emotion recognition in the Reading the Mind in the Eyes test: a factor analysis. Retrieved from osf.io/8jtn9 | link |
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| roar_gijbels2024 | Phonological awareness data (Custom) Gijbels, L., Burkhardt, A., Ma, W. A., & Yeatman, J. D. (2024). Rapid online assessment of reading and phonological awareness (ROAR-PA). Scientific Reports, 14(1), 10249. | link |
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| roar_lexical | Responses from a Lexical Decision Task. (CC BY 4.0) Yeatman, J. D., Tang, K. A., Donnelly, P. M., Yablonski, M., Ramamurthy, M., Karipidis, I. I., ... & Domingue, B. W. (2021). Rapid online assessment of reading ability. Scientific reports, 11(1), 6396. | link |
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| robbins_2019_farmtype_belief | Factors influencing public support for dairy tie stall housing in the US: belief-rating batteries across two survey framings (CC BY 4.0) Robbins, J. A., Roberts, C., & Weary, D. M. (2019). Factors influencing public support for dairy tie stall housing in the US. PLOS ONE. https://doi.org/10.1371/journal.pone.0216544 | link |
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| robbins_2019_has_belief | Factors influencing public support for dairy tie stall housing in the US: belief-rating batteries across two survey framings (CC BY 4.0) Robbins, J. A., Roberts, C., & Weary, D. M. (2019). Factors influencing public support for dairy tie stall housing in the US. PLOS ONE. https://doi.org/10.1371/journal.pone.0216544 | link |
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| robbins_2019_risk_quality_belief | Factors influencing public support for dairy tie stall housing in the US: belief-rating batteries across two survey framings (CC BY 4.0) Robbins, J. A., Roberts, C., & Weary, D. M. (2019). Factors influencing public support for dairy tie stall housing in the US. PLOS ONE. https://doi.org/10.1371/journal.pone.0216544 | link |
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| robie_2022_cab | Counterproductive academic behavior, 25 items (1 = never even considered it ... 6 = did it three or more times), 1,198 Canadian business students in a response-option-order experiment (CC BY 4.0) Robie, C., Meade, A. W., Risavy, S. D., & Rasheed, S. (2022). Effects of response option order on Likert-type psychometric properties and reactions. Educational and Psychological Measurement, 82(6), 1107-1129. | link |
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| robie_2022_hexaco60 | HEXACO-60 personality inventory, 60 items (1-5), 1,198 Canadian business students randomly assigned to one of four response-option orders (ascending, descending, randomly ascending or descending, fully randomized) (CC BY 4.0) Robie, C., Meade, A. W., Risavy, S. D., & Rasheed, S. (2022). Effects of response option order on Likert-type psychometric properties and reactions. Educational and Psychological Measurement, 82(6), 1107-1129. | link |
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| robinson_2022_cf_candidates conjoint · source = "conj" |
US CESS online-pool subjects in ballot-initiative states (Feb-Mar 2019, n = 389) chose between pairs of hypothetical gubernatorial candidates described by campaign-finance disclosures (total and average donation, donor origin, largest donor and its share); a random half also saw party, ideology and prior office. (CC0 1.0) Robinson, T. S. (2022). When do voters respond to campaign finance disclosure? Evidence from multiple election types. Political Behavior. | link |
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| robinson_2022_cf_initiatives conjoint · source = "conj" |
US CESS online-pool subjects in ballot-initiative states (Feb-Mar 2019, n = 390) voted on 4 hypothetical ballot initiatives, each shown with the Support and Opposition campaigns' finance disclosures (total and average donation, donor origin, largest donor and its share), and rated both campaigns 1-7. (CC0 1.0) Robinson, T. S. (2022). When do voters respond to campaign finance disclosure? Evidence from multiple election types. Political Behavior. | link |
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| robison_2026_retesting_antisaccade | Antisaccade task, administered twice about two weeks apart to US undergraduates. 261 respondents, 2 items, 37,984 responses; accuracy and response time across two sessions. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_bfi | Big Five Inventory (44 items), administered twice about two weeks apart to US undergraduates. 241 respondents, 44 items, 10,604 responses; 1-5 agreement scale. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_cesd | CES-D depressive symptoms (18 items), administered twice about two weeks apart to US undergraduates. 241 respondents, 18 items, 4,338 responses; four-point frequency scale. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_color | Colour judgement processing-speed task, administered twice about two weeks apart to US undergraduates. 262 respondents, 2 items, 32,511 responses; accuracy across two sessions. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_cued_recall | cued recall is a memory task, so the study has word pairs (cue–target), and the participant has to recall the target when they see the cue. resp = 1 if recalled correctly, item = the cue word. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_digitcomp | Digit comparison processing-speed task, administered twice about two weeks apart to US undergraduates. 249 respondents, 2 items, 17,919 responses; accuracy across two sessions. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_flanker | Flanker interference task, administered twice about two weeks apart to US undergraduates. 251 respondents, 4 items, 23,375 responses; accuracy by trial type across two sessions. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_ifr | Immediate free recall, administered twice about two weeks apart to US undergraduates. 248 respondents, 10 items, 34,437 responses; item-level recall accuracy. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_letter | Letter comparison processing-speed task, administered twice about two weeks apart to US undergraduates. 261 respondents, 2 items, 32,955 responses; accuracy across two sessions. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_lettercomp | Letter comparison (second variant), administered twice about two weeks apart to US undergraduates. 251 respondents, 2 items, 16,735 responses; accuracy across two sessions. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_ls | Letter span, administered twice about two weeks apart to US undergraduates. 261 respondents, 15 items, 6,610 responses; serial-position accuracy. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_mmi | Media Multitasking Inventory (36 items), administered twice about two weeks apart to US undergraduates. 186 respondents, 36 items, 6,676 responses; nine-category usage scale. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_ns | Number span, administered twice about two weeks apart to US undergraduates. 260 respondents, 15 items, 6,358 responses; serial-position accuracy. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_orientation | Orientation judgement processing-speed task, administered twice about two weeks apart to US undergraduates. 261 respondents, 2 items, 32,864 responses; accuracy across two sessions. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_ospan | Operation span, administered twice about two weeks apart to US undergraduates. 262 respondents, 5 items, 4,962 responses; set-size partial-credit scores. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_paper_folding | Paper folding spatial-ability test, administered twice about two weeks apart to US undergraduates. 250 respondents, 5 items, 8,980 responses; item accuracy. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_pas | Perceptions of Academic Stress (18 items), administered twice about two weeks apart to US undergraduates. 242 respondents, 18 items, 4,356 responses; 1-5 agreement scale. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_psqi | Pittsburg Sleep Quality Index (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_raven | Raven's Advanced Progressive Matrices (18 items), administered twice about two weeks apart to US undergraduates. 259 respondents, 18 items, 8,633 responses; item accuracy. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_recognition | Recognition memory, administered twice about two weeks apart to US undergraduates. 248 respondents, 2 items, 56,834 responses; item accuracy. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_rspan | Reading span, administered twice about two weeks apart to US undergraduates. 261 respondents, 5 items, 4,968 responses; set-size partial-credit scores. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_sart | Sustained Attention to Response Task, administered twice about two weeks apart to US undergraduates. 260 respondents, 2 items, 177,769 responses; trial-level accuracy. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_simon | Simon interference task, administered twice about two weeks apart to US undergraduates. 250 respondents, 4 items, 41,273 responses; accuracy by trial type across two sessions. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_stai | State-Trait Anxiety Inventory (12 items), administered twice about two weeks apart to US undergraduates. 241 respondents, 12 items, 2,892 responses; four-point scale. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_stroop | Stroop interference task, administered twice about two weeks apart to US undergraduates. 250 respondents, 4 items, 29,367 responses; accuracy by trial type across two sessions. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_symspan | Symmetry span, administered twice about two weeks apart to US undergraduates. 261 respondents, 4 items, 3,960 responses; set-size partial-credit scores. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robison_2026_retesting_tot | Tip-of-the-tongue general-knowledge test, administered twice about two weeks apart to US undergraduates. 250 respondents, 30 items, 14,300 responses; item accuracy. (CC BY 4.0) Robison, M. K., Campbell, S., Garner, L. D., Sibley, C., & Coyne, J. (2026). A comprehensive psychometrics of cognitive ability measures: Reliability, practice effects, and the stability of latent factor structures across retesting. Behavior Research Methods, 58(2), Article 56. https://doi.org/10.3758/s13428-025-02897-8 | link |
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| robles_marinos_2023_css12 | Cyberchondria Severity Scale short form (CSS-12), Spanish version adapted and validated by the authors for young Peruvian students; 12 items over four domains (excessiveness, distress, reassurance, compulsion). resp ships 0-4 as the deposit codes it, which is one less than the published anchors 'never' (1) to 'always' (5); the deposit's own total column was built on the 0-4 coding and reproduces exactly against it, so re-basing to 1-5 would break agreement with the source. 657 second- to sixth-year medical students at a private Peruvian university, surveyed online; mean age 21.3 (SD 2.2), 396 (60.3%) women. No missing cells. Item identifiers are the deposit's own opaque v-numbers. The deposit has no codebook and the article's Table 1 is published only as an image, so every block was identified against the deposit's four derived total columns, each of which reproduces exactly on all 657 rows. That pins which columns belong to which instrument but NOT the order of items within an instrument, because a sum is invariant to permuting its terms -- hence the v-numbers rather than renamed instrument item numbers. Two covariates ship, each pinned against a published statistic (age: observed mean 21.32 SD 2.24 against the paper's 21.3/2.2; sex: 396 rows at 0 against the paper's 396 women, so 0=woman). Five further small-integer covariates are dropped because their meaning exists only in the image-only Table 1. (CC BY 4.0) Robles-Marinos R, Alvarado GF, Maguina JL, Bazo-Alvarez JC (2023). The short-form of the Cyberchondria Severity Scale (CSS-12): Adaptation and validation of the Spanish version in young Peruvian students. PLOS ONE 18(10): e0292459. | link |
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| robles_marinos_2023_shai18 | Short Health Anxiety Inventory (SHAI), 18 items: 14 on perceived likelihood of illness and 4 on negative consequences of illness, each scored 0-3. 657 second- to sixth-year medical students at a private Peruvian university, surveyed online; mean age 21.3 (SD 2.2), 396 (60.3%) women. No missing cells. The 14/4 section split is not assumed -- the deposit ships both subtotals and each reproduces exactly (v39 = sum of v8..v21, v40 = sum of v22..v25). Item identifiers are the deposit's own opaque v-numbers. The deposit has no codebook and the article's Table 1 is published only as an image, so every block was identified against the deposit's four derived total columns, each of which reproduces exactly on all 657 rows. That pins which columns belong to which instrument but NOT the order of items within an instrument, because a sum is invariant to permuting its terms -- hence the v-numbers rather than renamed instrument item numbers. Two covariates ship, each pinned against a published statistic (age: observed mean 21.32 SD 2.24 against the paper's 21.3/2.2; sex: 396 rows at 0 against the paper's 396 women, so 0=woman). Five further small-integer covariates are dropped because their meaning exists only in the image-only Table 1. (CC BY 4.0) Robles-Marinos R, Alvarado GF, Maguina JL, Bazo-Alvarez JC (2023). The short-form of the Cyberchondria Severity Scale (CSS-12): Adaptation and validation of the Spanish version in young Peruvian students. PLOS ONE 18(10): e0292459. | link |
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| rodas_2026_stait_trait_anxiety | Psychometric analysis of the underlying structure and measurement invariance by sex of the state trait anxiety inventory (CC BY 4.0) Rodas JA, Oleas D, Mascialino G, Figueira JAV, Rodríguez-Lorenzana A (2026) Underlying structure and measurement invariance by sex of the state trait anxiety inventory: A psychometric analysis in Ecuador. PLOS ONE 21(3): e0345773. https://doi.org/10.1371/journal.pone.0345773 | link |
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| rodon_2020_fair_redistribution conjoint · source = "conj" |
US adults on Prolific (May 2017, n = 1,577) rated, for 5 pairs of hypothetical countries, how fair the effects of redistributive policies would be (0-10), with the policies' effects on national wealth, the wealthiest, the poorest, social mobility and the origin of wealth randomized. (CC0 1.0) Rodon, T., & Sanjaume-Calvet, M. (2020). How fair is it? An experimental study of perceived fairness of distributive policies. The Journal of Politics, 82(1), 384-391. | link |
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| rodrigues_2021_acq_sf_r | Alcohol Craving Questionnaire-Short Form-Revised (ACQ-SF-R), Portuguese, 12 items, 1 totally disagree .. 7 totally agree, in scored direction (items 3, 8, 11 already inverted). 591 Portuguese university students aged 18-29. Covariates: sex, age, AUDIT risky-drinker flag. (CC BY 4.0) Rodrigues R, López-Caneda E, Almeida-Antunes N, Sampaio A, Crego A (2021). Portuguese validation of the Alcohol Craving Questionnaire–Short Form–Revised. PLOS ONE 16(5): e0251733. | link |
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| rodriguez_lima_2023_eq5d3l | EQ-5D-3L descriptive system, 5 items, 1-3 (no problems-extreme problems); N = 225 patients one year after invasive mechanical ventilation for COVID-19; cov_age, cov_sex, cov_education, cov_ards, cov_charlson. (CC BY 4.0) Rodriguez Lima, D. R. (2023). Validation of the EQ-5D-3L in Patients with Severe COVID-19 One Year After Hospital Discharge [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8242026 | link |
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| rodriguezandres_2016_mnemocity_usability | MnemoCity Task usability/satisfaction survey (children, virtual-environment spatial memory task), 9 items 1-5 Likert (CC BY 4.0) Rodriguez-Andres D, Juan M-C, Mendez-Lopez M, Perez-Hernandez E, Lluch J (2016) MnemoCity task: Assessment of children's spatial memory using stereoscopy and virtual environments. PLoS ONE 11(8):e0161858 | link |
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| rodriguezmuniz_2016_washback_survey | Teacher survey on university-entrance-exam washback effects, 17 items, 1-5, N=51 (CC BY 4.0) Rodriguez-Muniz, L. J., et al. (2016). Washback Effect of University Entrance exams in Applied Mathematics to Social Sciences. PLOS ONE. | link |
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| rodriguezquiroga_2024_epistemic_trust | Epistemic Trust, Mistrust, and Credulity Inventory (ETMCI), Argentine validation, 15 items, N=1018 (CC BY 4.0) Rodriguez Quiroga, A., et al. (2024). Validation of the Argentine version of the epistemic trust, mistrust, and credulity questionnaire. PLOS ONE. | link |
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| rodriguezsantero_2024_sats36 | Survey of Attitudes Toward Statistics (SATS-36), 36 items on a 1-7 scale, Spanish education-sciences students. 11,421 responses from 318 respondents on 36 items. (CC BY 4.0) Rodriguez-Santero, J., & Gil-Flores, J. (2024). Instrument and database used in the article: Attitudes towards statistics of education sciences students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10546410 | link |
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| rodriguezvillagra_2026_anxiety | State anxiety inventory, 20 items (0-3), from 261 general-population adults in a study of intimate partner violence dynamics. (CC BY 4.0) Rodriguez-Villagra, O. A., & Huepe, D. (2026). Unlocking the interplay of interoceptive awareness, anxiety, and perspective-taking: Insights into intimate partner violence dynamics in general population. Zenodo. | link |
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| rodriguezvillagra_2026_conflict | Conflict tactics questionnaire, 40 items (0-6), from 261 general-population adults in a study of intimate partner violence dynamics. (CC BY 4.0) Rodriguez-Villagra, O. A., & Huepe, D. (2026). Unlocking the interplay of interoceptive awareness, anxiety, and perspective-taking: Insights into intimate partner violence dynamics in general population. Zenodo. | link |
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| rodriguezvillagra_2026_interocept | Interoceptive awareness questionnaire, 32 items (0-5), from 258 general-population adults in a study of intimate partner violence dynamics. (CC BY 4.0) Rodriguez-Villagra, O. A., & Huepe, D. (2026). Unlocking the interplay of interoceptive awareness, anxiety, and perspective-taking: Insights into intimate partner violence dynamics in general population. Zenodo. | link |
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| rodriguezvillagra_2026_iri_pt | IRI perspective-taking subscale, 7 items (0-4), from 258 general-population adults in a study of intimate partner violence dynamics. (CC BY 4.0) Rodriguez-Villagra, O. A., & Huepe, D. (2026). Unlocking the interplay of interoceptive awareness, anxiety, and perspective-taking: Insights into intimate partner violence dynamics in general population. Zenodo. | link |
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| roelen_2020_dietary_diversity | Household Dietary Diversity checklist (17 binary items, 'did household eat food group X yesterday'), rural Haiti, extreme-poverty program, N=1381 (CC BY 4.0) Roelen K, Taylor E (2020). Assessing mental health in a context of extreme poverty: Validation of the Rosenberg self-esteem scale in rural Haiti. PLOS ONE, 15(12), e0243457. https://doi.org/10.1371/journal.pone.0243457 | link |
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| roelen_2020_k6 | Kessler-6 psychological distress scale (6 items), rural Haiti, extreme-poverty program, N=1381 (CC BY 4.0) Roelen K, Taylor E (2020). Assessing mental health in a context of extreme poverty: Validation of the Rosenberg self-esteem scale in rural Haiti. PLOS ONE, 15(12), e0243457. https://doi.org/10.1371/journal.pone.0243457 | link |
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| roelen_2020_rses | Rosenberg Self-Esteem Scale (10 items, the paper's focal instrument), rural Haiti, extreme-poverty program, N=1381 (CC BY 4.0) Roelen K, Taylor E (2020). Assessing mental health in a context of extreme poverty: Validation of the Rosenberg self-esteem scale in rural Haiti. PLOS ONE, 15(12), e0243457. https://doi.org/10.1371/journal.pone.0243457 | link |
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| roettl_2018_arousal | 3-item arousal scale (1-7) from the same 2D/3D/VR video game evaluation study, with cov_condition (CC BY 4.0) Roettl J, Terlutter R (2018) The same video game in 2D, 3D or virtual reality - How does technology impact game evaluation and brand placements? PLoS ONE. | link |
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| roettl_2018_brand_attitude | 24-item in-game brand attitude scale (1-7; 6 items x 4 brands: Nachos/Chocolate/Smartphone/Energy Drink) from the same study, with cov_condition (CC BY 4.0) Roettl J, Terlutter R (2018) The same video game in 2D, 3D or virtual reality - How does technology impact game evaluation and brand placements? PLoS ONE. | link |
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| roettl_2018_brand_recognition | 8-item forced-choice brand recognition test (0/1 wrong/right) across 8 in-game brand categories, from the same study, with cov_condition (CC BY 4.0) Roettl J, Terlutter R (2018) The same video game in 2D, 3D or virtual reality - How does technology impact game evaluation and brand placements? PLoS ONE. | link |
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| roettl_2018_game_attitude | 6-item game-attitude semantic-differential scale (1-7) from a between-subjects 2D/3D/VR video game evaluation study, with cov_condition (CC BY 4.0) Roettl J, Terlutter R (2018) The same video game in 2D, 3D or virtual reality - How does technology impact game evaluation and brand placements? PLoS ONE. | link |
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| roettl_2018_scepticism | 9-item advertising scepticism scale (1-7) from the same study, with cov_condition (CC BY 4.0) Roettl J, Terlutter R (2018) The same video game in 2D, 3D or virtual reality - How does technology impact game evaluation and brand placements? PLoS ONE. | link |
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| rogers_2021_financial_knowledge | 13-item financial-knowledge test scored right/wrong, Brazilian university students. 232 respondents x 13 items = 3016 responses. (CC BY 4.0) Rogers, P. (2021). Data for Financial knowledge in university students: analysis by Item Response Theory [Data set]. Mendeley Data. https://doi.org/10.17632/fzw7dthwh6 | link |
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| rogers_2026_bees_feedback | 5 agreement items (1-5) on whether term-long BEES mood monitoring helped the pupil; N = 295 secondary-school pupils (one Australian and one UK school, ages 11-15); cov_school, cov_age_group, cov_gender. (CC BY 4.0) Rogers, S. (2026). Mood Monitoring in Schools: A Promising Alternative to Single-Time-Point Screening [data]. figshare. https://doi.org/10.6084/m9.figshare.29874713.v2 | link |
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| rogowska_2023_maia2 | Multidimensional Assessment of Interoceptive Awareness, version 2 (MAIA-2), Polish adaptation: 37 items on a 0-5 frequency scale (0 never, 5 always) in eight subscales (noticing, not distracting, not worrying, attention regulation, emotional awareness, self-regulation, body listening, trusting), Polish adults aged 16-75 including physical education students and elite speed skaters. 11,949 responses from 323 respondents on 37 items. (CC BY 4.0) Rogowska AM, Tataruch R, Klimowska K (2023). Validation of the shortened 24-item multidimensional assessment of interoceptive awareness, version 2 (Brief MAIA-2). Scientific Reports, 13, 21270. https://doi.org/10.1038/s41598-023-48536-0 | link |
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| rogowska_2025_agq_other_app | 3x2 Achievement Goal Questionnaire for Sport, other-approach, 3 items, 1-7; N = 210 adults, 107 musicians and 103 athletes (online survey); cov_gender, cov_age, cov_group. (CC BY 4.0) Rogowska, A., & Gabriel, M. (2025). Achievement goals and performance anxiety in musicians and athletes [Data set]. Mendeley Data, V1. https://doi.org/10.17632/86pvx7pkx4.1 | link |
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| rogowska_2025_agq_other_av | 3x2 Achievement Goal Questionnaire for Sport, other-avoidance, 3 items, 1-7; N = 210 adults, 107 musicians and 103 athletes (online survey); cov_gender, cov_age, cov_group. (CC BY 4.0) Rogowska, A., & Gabriel, M. (2025). Achievement goals and performance anxiety in musicians and athletes [Data set]. Mendeley Data, V1. https://doi.org/10.17632/86pvx7pkx4.1 | link |
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| rogowska_2025_agq_self_app | 3x2 Achievement Goal Questionnaire for Sport, self-approach, 3 items, 1-7; N = 210 adults, 107 musicians and 103 athletes (online survey); cov_gender, cov_age, cov_group. (CC BY 4.0) Rogowska, A., & Gabriel, M. (2025). Achievement goals and performance anxiety in musicians and athletes [Data set]. Mendeley Data, V1. https://doi.org/10.17632/86pvx7pkx4.1 | link |
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| rogowska_2025_agq_self_av | 3x2 Achievement Goal Questionnaire for Sport, self-avoidance, 3 items, 1-7; N = 210 adults, 107 musicians and 103 athletes (online survey); cov_gender, cov_age, cov_group. (CC BY 4.0) Rogowska, A., & Gabriel, M. (2025). Achievement goals and performance anxiety in musicians and athletes [Data set]. Mendeley Data, V1. https://doi.org/10.17632/86pvx7pkx4.1 | link |
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| rogowska_2025_agq_task_app | 3x2 Achievement Goal Questionnaire for Sport, task-approach, 3 items, 1-7; N = 210 adults, 107 musicians and 103 athletes (online survey); cov_gender, cov_age, cov_group. (CC BY 4.0) Rogowska, A., & Gabriel, M. (2025). Achievement goals and performance anxiety in musicians and athletes [Data set]. Mendeley Data, V1. https://doi.org/10.17632/86pvx7pkx4.1 | link |
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| rogowska_2025_agq_task_av | 3x2 Achievement Goal Questionnaire for Sport, task-avoidance, 3 items, 1-7; N = 210 adults, 107 musicians and 103 athletes (online survey); cov_gender, cov_age, cov_group. (CC BY 4.0) Rogowska, A., & Gabriel, M. (2025). Achievement goals and performance anxiety in musicians and athletes [Data set]. Mendeley Data, V1. https://doi.org/10.17632/86pvx7pkx4.1 | link |
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| rogowska_2025_csai_cognitive | Competitive State Anxiety Inventory-2 Revised, cognitive anxiety, 5 items, 1-4; N = 210 adults, 107 musicians and 103 athletes (online survey); cov_gender, cov_age, cov_group. (CC BY 4.0) Rogowska, A., & Gabriel, M. (2025). Achievement goals and performance anxiety in musicians and athletes [Data set]. Mendeley Data, V1. https://doi.org/10.17632/86pvx7pkx4.1 | link |
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| rogowska_2025_csai_confidence | Competitive State Anxiety Inventory-2 Revised, self-confidence, 4 items, 1-4; N = 210 adults, 107 musicians and 103 athletes (online survey); cov_gender, cov_age, cov_group. (CC BY 4.0) Rogowska, A., & Gabriel, M. (2025). Achievement goals and performance anxiety in musicians and athletes [Data set]. Mendeley Data, V1. https://doi.org/10.17632/86pvx7pkx4.1 | link |
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| rogowska_2025_csai_somatic | Competitive State Anxiety Inventory-2 Revised, somatic anxiety, 5 items, 1-4; N = 210 adults, 107 musicians and 103 athletes (online survey); cov_gender, cov_age, cov_group. (CC BY 4.0) Rogowska, A., & Gabriel, M. (2025). Achievement goals and performance anxiety in musicians and athletes [Data set]. Mendeley Data, V1. https://doi.org/10.17632/86pvx7pkx4.1 | link |
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| rogowski_2021_court_nominees conjoint · source = "conj" |
US adults (n = 2,500, early 2017) each rated 4 hypothetical Supreme Court nominee profiles one at a time, varying on 6 attributes (age, gender, race, law school, current position, abortion view), with a respondent-level elite-rhetoric arm; outcomes are 1-5 support for the nominee and trust in the nominee's impartiality. (CC0 1.0) Rogowski, J. C., & Stone, A. R. (2021). How political contestation over judicial nominations polarizes Americans' attitudes toward the Supreme Court. British Journal of Political Science, 51(3), 1251-1269. | link |
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| rojas_2012_reading_comprehension | 28 binary-scored reading-comprehension test items, 128 Peruvian sixth-grade pupils (CC0 1.0) Rojas, M. (2012). Comprension lectora en alumnos de 6to grado de instituciones educativas publicas de Ventanilla [Master's thesis]. Zenodo. | link |
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| rollcall_house | Recorded roll-call votes of the U.S. House of Representatives, 110th-118th Congresses (2007-2024), one panel across Congresses, built from the chamber's own XML records: 1 = Yea/Aye, 0 = Nay/No, abstentions dropped. Classic ideal-point / unfolding data. 4,985,452 votes cast by 1088 members on 12000 roll calls; covariates party and state, plus the Unix time of each vote. (CC0 1.0) Office of the Clerk, U.S. House of Representatives. Roll call votes (electronic voting system XML), https://clerk.house.gov/Votes | link |
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| rollcall_senate | Recorded roll-call votes of the U.S. Senate, 110th-118th Congresses (2007-2024), one panel across Congresses, built from the chamber's own XML records: 1 = Yea/Aye, 0 = Nay/No, abstentions dropped. Classic ideal-point / unfolding data. 571,378 votes cast by 212 members on 5956 roll calls; covariates party and state, plus the Unix time of each vote. (CC0 1.0) Secretary of the Senate, U.S. Senate. Roll call votes (LIS XML), https://www.senate.gov/legislative/votes_new.htm | link |
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| romadlon_2022_bdi | Beck Depression Inventory (21 items), type 2 diabetes patients, N=200 (CC BY 4.0) Romadlon DS, Huang HC, Chen YC, Hu SH, Hasan F, Chiang Morales MD, et al. (2022). Fatigue following type 2 diabetes: Psychometric testing of the Indonesian version of the multidimensional fatigue Inventory-20 and unmet fatigue-related needs. PLOS ONE, 17(12), e0278165. https://doi.org/10.1371/journal.pone.0278165 | link |
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| romadlon_2022_facit | FACIT-Fatigue (13 items), type 2 diabetes patients, N=200 (CC BY 4.0) Romadlon DS, Huang HC, Chen YC, Hu SH, Hasan F, Chiang Morales MD, et al. (2022). Fatigue following type 2 diabetes: Psychometric testing of the Indonesian version of the multidimensional fatigue Inventory-20 and unmet fatigue-related needs. PLOS ONE, 17(12), e0278165. https://doi.org/10.1371/journal.pone.0278165 | link |
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| romadlon_2022_mfi20 | Multidimensional Fatigue Inventory-20 (MFI-20, the paper's focal instrument, Indonesian validation), type 2 diabetes patients, N=200 (CC BY 4.0) Romadlon DS, Huang HC, Chen YC, Hu SH, Hasan F, Chiang Morales MD, et al. (2022). Fatigue following type 2 diabetes: Psychometric testing of the Indonesian version of the multidimensional fatigue Inventory-20 and unmet fatigue-related needs. PLOS ONE, 17(12), e0278165. https://doi.org/10.1371/journal.pone.0278165 | link |
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| romero_2026_coyote_choice conjoint · source = "conj" |
Respondents to a Guatemalan household survey (n=1,415 with at least one answered task) chose in up to 3 tasks between two hypothetical coyotes (migrant smugglers) varying price, how the coyote was found, extra charges, safety reputation, record of success and accompaniment. (CC0 1.0) Romero, D., Villamizar-Chaparro, M., & Wibbels, E. (2026). The market in smugglers: Survey experimental evidence on the choice of coyotes in Guatemala. Comparative Political Studies. | link |
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| rosado_2026_eureka | ¡EUREKA, EUREKA! questionnaire (Melo et al.), 11 items, 1-5; N = 115 Mexican upper-secondary physics students; cov_section. (CC BY 4.0) Rosado Cobos, G. A., & Escobar Moreno, F. (2026). Dataset sobre percepción estudiantil del modelo 5E-STEAM y resultados del Cuestionario ¡EUREKA, EUREKA! de Melo et al. (2026): Ciclos 2025-2026 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21383291 | link |
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| rosas_2010_emotional_intelligence | The 60-item BarOn Emotional Quotient Inventory: Youth Version (BarOn ICE: NA) in Spanish, 1-4, answered by 160 fifth-year secondary students across 8 schools in Callao, Peru, in a comparison of single-sex vs mixed and state vs parochial schools. Covariates: sex, school type (diferenciado/mixto), school management (estatal/parroquial) and school. (CC0 1.0) Rosas (2010). Niveles de inteligencia emocional en estudiantes de quinto ano de secundaria de colegios mixtos y diferenciados del Callao. Zenodo. | link |
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| rosenberg_selfesteem | This data was collected online with an interactive version of the Rosenberg Self-Esteem Scale (see Rosenberg, M. (1965). Society and the adolescent self-image. Princeton, NJ: Princeton University Press). (CC BY 4.0) (2014). Roseberg Self-Esteem Scale [dataset and codebook]. http://openpsychometrics.org/_rawdata/RSE.zip | link |
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| rosendorf_2026_autonomous_weapons conjoint · source = "conj" |
Online-panel respondents in the US, Brazil, Germany and China (n=4,053) read one text scenario in which a commander chooses between a remote-controlled and an autonomous drone, randomized 2x2 in target (soldiers or terrorists) and misidentification risk (equal or higher for the remote-controlled drone), and gave a drone preference and the ethicality of each drone. (CC0 1.0) Rosendorf, O., Smetana, M., Vranka, M., & Dahlmann, A. (2026). Mind over metal: Public opinion on autonomous weapons in the United States, Brazil, Germany, and China. International Studies Quarterly, 70(1). | link |
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| rosetti2023_climate_anxiety | Climate Anxiety Scale (CAS), 22 items, 0-4 Likert, N=468 (CC BY 4.0) Rosetti, M., & Ramírez, A. S. (2023). Climate Anxiety Data Base. figshare. | link |
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| rosetti2023_climate_knowledge | Climate Change Knowledge Questionnaire (CCKQ), 10 items, binary correct/incorrect, N=468 (CC BY 4.0) Rosetti, M., & Ramírez, A. S. (2023). Climate Anxiety Data Base. figshare. | link |
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| rosetti2023_gad7 | GAD-7 general anxiety scale, 7 items, 0-3 Likert, N=468 (subsample of Climate Anxiety Data Base) (CC BY 4.0) Rosetti, M., & Ramírez, A. S. (2023). Climate Anxiety Data Base. figshare. | link |
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| rosetti_2023_cas | Climate Anxiety Scale (CAS); N=468, 22 items, 0-4 Likert (CC BY 4.0) Rosetti, M.; Ramírez, A.S. (2023). Climate Anxiety Data Base [Dataset]. Figshare. DOI: 10.6084/m9.figshare.16900393.v2 | link |
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| rosetti_2023_gad7 | GAD-7 (Generalized Anxiety Disorder 7-item scale); N=468, 7 items, 0-3 Likert (CC BY 4.0) Rosetti, M.; Ramírez, A.S. (2023). Climate Anxiety Data Base [Dataset]. Figshare. DOI: 10.6084/m9.figshare.16900393.v2 | link |
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| rosharudin_2023_dass21 | DASS-21 (Depression Anxiety Stress Scales), Malay version, Malaysian adolescents (CC BY 4.0) Rosharudin NA, Muhammad NA, Mohd Daud TI, Hoesni SM, Yusoff SR, Razman MOI, Mohd Ali M, Khairuddin KF, Mohd Kari DNP (2023). Psychometric properties of the Malay version of the difficulties in Emotion Regulation Scale-18 in Malaysian adolescents. PLOS ONE, 18(8), e0289551. https://doi.org/10.1371/journal.pone.0289551 | link |
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| rosharudin_2023_ders18 | Difficulties in Emotion Regulation Scale-18 (DERS-18), Malay version, Malaysian adolescents (CC BY 4.0) Rosharudin NA, Muhammad NA, Mohd Daud TI, Hoesni SM, Yusoff SR, Razman MOI, Mohd Ali M, Khairuddin KF, Mohd Kari DNP (2023). Psychometric properties of the Malay version of the difficulties in Emotion Regulation Scale-18 in Malaysian adolescents. PLOS ONE, 18(8), e0289551. https://doi.org/10.1371/journal.pone.0289551 | link |
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| roskam_2015_pid5 | Personality Inventory for DSM-5 (PID-5), full 220-item form, French version: p1-p220, 0 very false or often false to 3 very true or often true, complete data. 2,532 French-speaking adults (1,593 Belgium, 536 Switzerland, 403 France; the French sample are Poitiers psychology undergraduates). Item codes are positional (p1..p220 in the published PID-5 order; the deposit carries no wording). Covariates: age (17-89), sex, country. (CC BY 4.0) Roskam I, Galdiolo S, Hansenne M, Massoudi K, Rossier J, Gicquel L, Rolland J-P (2015). The psychometric properties of the French version of the Personality Inventory for DSM-5. PLOS ONE 10(7): e0133413. | link |
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| rosman_2022_conspiracy | Nine conspiracy-belief items (vaccines are harmful, and similar claims) on a 6-point agreement scale. Study 2, 587 German respondents. (CC BY-SA 4.0) Rosman, T., Bosnjak, M., Silber, H., Koessler, J., & Heycke, T. (2022). Dataset for: Open Science and public trust in science: Results from two studies. Public Understanding of Science. PsychArchives. | link |
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| rosman_2022_justification_beliefs | Eighteen items on how respondents think knowledge claims are justified in medicine and in psychology - personal justification, justification by authority, and justification by multiple sources, three items per facet per discipline - on a 6-point agreement scale. Study 2, 588 German respondents. (CC BY-SA 4.0) Rosman, T., Bosnjak, M., Silber, H., Koessler, J., & Heycke, T. (2022). Dataset for: Open Science and public trust in science: Results from two studies. Public Understanding of Science. PsychArchives. | link |
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| rosman_2022_meti_s1 | The 14 semantic differentials of the Muenster Epistemic Trustworthiness Inventory (expertise 6 items, integrity 4, benevolence 4), rated on 5 points. Study 1 only (504 respondents): Study 2 administered the same 14 items on a 7-point scale with different anchor adjectives, so the two are separate tables rather than one merged scale. (CC BY-SA 4.0) Rosman, T., Bosnjak, M., Silber, H., Koessler, J., & Heycke, T. (2022). Dataset for: Open Science and public trust in science: Results from two studies. Public Understanding of Science. PsychArchives. | link |
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| rosman_2022_meti_s2 | The 14 semantic differentials of the Muenster Epistemic Trustworthiness Inventory (expertise 6 items, integrity 4, benevolence 4), rated on 7 points. Study 2 only (588 respondents): Study 1 administered the same 14 items on a 5-point scale with different anchor adjectives, so the two are separate tables rather than one merged scale. (CC BY-SA 4.0) Rosman, T., Bosnjak, M., Silber, H., Koessler, J., & Heycke, T. (2022). Dataset for: Open Science and public trust in science: Results from two studies. Public Understanding of Science. PsychArchives. | link |
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| rosman_2022_trust_factors_general | The same fourteen features as trust_factors_scientist but asked about scientists in general rather than one named researcher, on the same 7-point trust-inhibiting to trust-promoting scale. Both studies, collapsed after verifying identical columns, stems and anchors. (CC BY-SA 4.0) Rosman, T., Bosnjak, M., Silber, H., Koessler, J., & Heycke, T. (2022). Dataset for: Open Science and public trust in science: Results from two studies. Public Understanding of Science. PsychArchives. | link |
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| rosman_2022_trust_factors_scientist | Fourteen features of a named fictional researcher (Dr. Schulze) rated for how far each would reduce or increase the respondent's trust in her, from very strongly trust-inhibiting to very strongly trust-promoting on 7 points: five open-science practices, expertise, integrity, benevolence, public vs. commercial funding, external pressure, and three questionable research practices. Both studies, collapsed after verifying identical columns and anchors. (CC BY-SA 4.0) Rosman, T., Bosnjak, M., Silber, H., Koessler, J., & Heycke, T. (2022). Dataset for: Open Science and public trust in science: Results from two studies. Public Understanding of Science. PsychArchives. | link |
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| rosman_2022_trust_science | Five-item trust-in-science scale (little trust in science; findings of scientists are trustworthy; I trust scientists to do the right thing; scientists often do not tell the public the truth; I find the current science system questionable), 6-point agreement. 1,092 German respondents across the paper's two studies, collapsed into one table: identical items and identical anchors in both files, verified against the SPSS value labels. Study 2 measured the scale before and after respondents read four study descriptions, so wave 1 is Study 1 plus Study 2's pre-measure and wave 2 is Study 2's post-measure; no Study 1 respondent has a wave 2. (CC BY-SA 4.0) Rosman, T., Bosnjak, M., Silber, H., Koessler, J., & Heycke, T. (2022). Dataset for: Open Science and public trust in science: Results from two studies. Public Understanding of Science. PsychArchives. | link |
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| rosyid_2025_academic_citizenship | 10-item student academic citizenship behaviour scale, 1-5, Indonesian undergraduates. 189 respondents x 10 items = 1886 responses. (CC BY 4.0) Rosyid, A. (2025). Academic Citizenship Behavior in Islamic Higher Education: The Interplay of Ethical Leadership and Prosocial Motivation [Data set]. Mendeley Data. https://doi.org/10.17632/dfzf2kxmr3 | link |
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| rosyid_2025_ethical_leadership | 10-item ethical leadership scale, 1-5. 189 respondents x 10 items = 1882 responses. (CC BY 4.0) Rosyid, A. (2025). Academic Citizenship Behavior in Islamic Higher Education: The Interplay of Ethical Leadership and Prosocial Motivation [Data set]. Mendeley Data. https://doi.org/10.17632/dfzf2kxmr3 | link |
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| rosyid_2025_prosocial_motivation | 5-item prosocial motivation scale, 1-5. 189 respondents x 5 items = 942 responses. (CC BY 4.0) Rosyid, A. (2025). Academic Citizenship Behavior in Islamic Higher Education: The Interplay of Ethical Leadership and Prosocial Motivation [Data set]. Mendeley Data. https://doi.org/10.17632/dfzf2kxmr3 | link |
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| rothlin_2022_scs_sf | Self-Compassion Scale Short Form, 12 items, 1-5; N = 141 Swiss athletes (baseline of a smartphone diary study). (CC0 1.0) Röthlin, P., Horvath, S., Messerli, T., Krieger, T., Berger, T., & Birrer, D. (2022). Associations of self-compassion with shame, guilt, and training motivation after sport-specific daily stress -- a smartphone study. International Journal of Sport and Exercise Psychology. https://doi.org/10.1080/1612197X.2021.2025134 | link |
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| rowe_2016_bai | Neuromuscular Strain Increases Symptom Intensity in Chronic Fatigue Syndrome: symptom ratings across 7 timepoints, Beck Anxiety Inventory, and Multidimensional Fatigue Inventory-20 (CC BY 4.0) Rowe, P. C., Fontaine, K. R., Lauver, M. et al. (2016). Neuromuscular Strain Increases Symptom Intensity in Chronic Fatigue Syndrome. PLOS ONE. https://doi.org/10.1371/journal.pone.0159386 | link |
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| rowe_2016_mfi20 | Neuromuscular Strain Increases Symptom Intensity in Chronic Fatigue Syndrome: symptom ratings across 7 timepoints, Beck Anxiety Inventory, and Multidimensional Fatigue Inventory-20 (CC BY 4.0) Rowe, P. C., Fontaine, K. R., Lauver, M. et al. (2016). Neuromuscular Strain Increases Symptom Intensity in Chronic Fatigue Syndrome. PLOS ONE. https://doi.org/10.1371/journal.pone.0159386 | link |
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| rowe_2016_symptoms | Neuromuscular Strain Increases Symptom Intensity in Chronic Fatigue Syndrome: symptom ratings across 7 timepoints, Beck Anxiety Inventory, and Multidimensional Fatigue Inventory-20 (CC BY 4.0) Rowe, P. C., Fontaine, K. R., Lauver, M. et al. (2016). Neuromuscular Strain Increases Symptom Intensity in Chronic Fatigue Syndrome. PLOS ONE. https://doi.org/10.1371/journal.pone.0159386 | link |
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| roy_2024_phq9 | PHQ-9 (9 items, 0-3) from 1,019 Bangladeshi undergraduates. (CC BY 4.0) Roy S, et al. (2024). Prevalence and predictors of functional gastrointestinal disorder among the undergraduate students of Bangladesh. PLOS ONE 19(12): e0315687. | link |
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| roy_2024_sas_sv | Smartphone Addiction Scale, Short Version (10 items, 1-6) from 1,019 Bangladeshi undergraduates. (CC BY 4.0) Roy S, et al. (2024). Prevalence and predictors of functional gastrointestinal disorder among the undergraduate students of Bangladesh. PLOS ONE 19(12): e0315687. | link |
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| rr98_accuracy | Luminosity discrimination tasks (GPL-3.0) Ratcliff, R., & Rouder, J. N. (1998). Modeling Response Times for Two-Choice Decisions. Psychological Science, 9(5), 347-356. http://doi.org/10.1111/1467-9280.00067 | link |
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| rrca_mcneish_2025_bdi | Beck’s Depression Inventory (CC BY 4.0) McNeish, D., & Dumas, D. (2024, May 14). Reliability Representativeness. Retrieved from osf.io/gc8a4 | link |
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| rrca_mcneish_2025_exp | Measure of Original Thinking in Elementary School - Example Subscale (CC BY 4.0) McNeish, D., & Dumas, D. (2024, May 14). Reliability Representativeness. Retrieved from osf.io/gc8a4 | link |
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| rrca_mcneish_2025_sen | Measure of Original Thinking in Elementary School - Sentence Subscale (CC BY 4.0) McNeish, D., & Dumas, D. (2024, May 14). Reliability Representativeness. Retrieved from osf.io/gc8a4 | link |
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| rrca_mcneish_2025_use | Measure of Original Thinking in Elementary School - Use Subscale (CC BY 4.0) McNeish, D., & Dumas, D. (2024, May 14). Reliability Representativeness. Retrieved from osf.io/gc8a4 | link |
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| rudolph_2022_supply_law_conjoint conjoint · source = "conj" |
Swiss voters (n = 3,006) compared 3 pairs of proposals for a law obliging Swiss firms to protect people and the environment abroad, varying reciprocity (unilateral, only if Western economies, only if economies worldwide do so) and stringency (round tables, public report, liability); they rated each proposal 1-7 and chose the one they would accept in a referendum; half first read a UN-norms text. (CC0 1.0) Rudolph, L., Kolcava, D., & Bernauer, T. (2023). Public demand for extraterritorial environmental and social public goods provision. British Journal of Political Science, 53(2), 516-535. | link |
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| rudolph_2022_supply_law_vignette conjoint · source = "conj" |
Swiss voters (n = 2,963) read one vignette describing an adopted law obliging Swiss firms to protect people and the environment abroad, with reciprocity (3 levels) and stringency (3 levels) randomized, and rated 7 statements about the law on a 1-5 agreement scale; half first read a UN-norms text. (CC0 1.0) Rudolph, L., Kolcava, D., & Bernauer, T. (2023). Public demand for extraterritorial environmental and social public goods provision. British Journal of Political Science, 53(2), 516-535. | link |
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| rudolph_2024_arms_exports conjoint · source = "conj" |
Respondents chose between, and rated 1-7, two hypothetical arms deliveries from their own country, with nine attributes (recipient regime, human rights, conflict, security partnership, trade, economic value, jobs, weapon type, other suppliers). Quota samples from Kantar's online panel in Germany and France (n = 6,617; 6 pairs each); outcomes are a forced choice and a 1-7 approval rating. (CC0 1.0) Rudolph, L., Freitag, M., & Thurner, P. W. (2024). Deontological and consequentialist preferences towards arms exports: A comparative conjoint experiment in France and Germany. European Journal of Political Research, 63(2), 705-728. | link |
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| rudolph_2026_migration_vignette conjoint · source = "conj" |
Household heads along the Jamuna river in rural Bangladesh (panel wave 1, May-June 2021, face-to-face) heard one of six hypothetical riverbank-erosion and flood scenarios (3 damage levels x 2 future-risk levels) and said whether they would stay in their village or move. 1,534 respondents; one stay/move choice each. (CC0 1.0) Rudolph, L. (2026). Vignette experiments can replicate actual behavioral intent and partly actual behavior: Panel evidence on environmental migration from Bangladesh. Journal of Experimental Political Science, 1-22. | link |
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| rudolph_2026_ukraine_support conjoint · source = "conj" |
US adults (YouGov opt-in panel, June-August 2023; 2,334 respondents) compared 4 pairs of hypothetical strategies for supporting Ukraine varying casualties, destroyed infrastructure, US military and economic aid, nuclear risk, territorial cessions and Ukrainian self-determination; they chose one strategy per pair and rated each strategy (1-7, reject to support) in 2 of the 4 pairs. (CC0 1.0) Rudolph, L. (2026). Is there a partisan divide in citizens' preferences on Ukraine support? Survey-experimental evidence from the US. Public Opinion Quarterly. | link |
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| rudolph_2026_ukraine_western conjoint · source = "conj" |
Adults in Germany, France, Italy and the United Kingdom chose between pairs of strategies to end the war in Ukraine varying in casualties, destruction, own-country aid costs, nuclear risk, territorial cessions and Ukrainian self-determination; 8,008 respondents (YouGov, 2023), 4 tasks each. (CC0 1.0) Rudolph, L., Haggerty, F., & Thurner, P. W. (2026). Examining public support for Ukraine's defense against autocratic aggression. Nature Communications, 17. | link |
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| ruedin_2020_hiring_population conjoint · source = "conj" |
General-population Swiss adults (Qualtrics, August 2016, n = 211) imagined recruiting for a firm and rated one CV vignette whose job (receptionist or director of sales) and candidate name (Swiss or migrant-origin) were randomized, on 9 hiring judgements (0-7 slider) plus 3 manipulation checks. (CC0 1.0) Ruedin, D. (2020). Labour market vignettes: Hiring [Data set]. Harvard Dataverse. | link |
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| ruedin_2020_hiring_students conjoint · source = "conj" |
Swiss BA/MA students (November 2014, n = 195) imagined recruiting for a firm and rated one CV vignette whose job (receptionist or director of sales) and candidate name (Swiss or migrant-origin) were randomized, on 9 hiring judgements (1-7) plus 3 manipulation checks. (CC0 1.0) Ruedin, D. (2020). Labour market vignettes: Hiring [Data set]. Harvard Dataverse. | link |
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| rugby_union_tier1_1871_2026 competitions · source = "comp" |
Men's international rugby union test matches between the ten tier-one nations (Argentina, Australia, England, France, Ireland, Italy, New Zealand, Scotland, South Africa, Wales), 1871-2026, parsed from the 45 Wikipedia head-to-head pages. One row per test with scores, venue and competition; agent_a = home side, homefield blank at neutral venues. (CC BY-SA 4.0) Wikipedia contributors. History of rugby union matches between [nation] and [nation], 45 pages. English Wikipedia (revisions current on 2026-10-01). | link |
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| ruiz_parra_2023_bdi2 | Beck Depression Inventory-II (BDI-II), subsample of the Spanish RFQ validation study (CC BY 4.0) Ruiz-Parra E, Manzano-García G, Mediavilla R, Rodríguez-Vega B, Lahera G, Moreno-Pérez AI, Torres-Cantero AM, Rodado-Martínez J, Bilbao A, González-Torres MÁ (2023). The Spanish version of the reflective functioning questionnaire: Validity data in the general population and individuals with personality disorders. PLOS ONE, 18(4), e0274378. https://doi.org/10.1371/journal.pone.0274378 | link |
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| ruiz_parra_2023_iip32 | Inventory of Interpersonal Problems (IIP-32), subsample of the Spanish RFQ validation study (CC BY 4.0) Ruiz-Parra E, Manzano-García G, Mediavilla R, Rodríguez-Vega B, Lahera G, Moreno-Pérez AI, Torres-Cantero AM, Rodado-Martínez J, Bilbao A, González-Torres MÁ (2023). The Spanish version of the reflective functioning questionnaire: Validity data in the general population and individuals with personality disorders. PLOS ONE, 18(4), e0274378. https://doi.org/10.1371/journal.pone.0274378 | link |
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| ruiz_parra_2023_ipo83 | Inventory of Personality Organization (IPO-83), subsample of the Spanish RFQ validation study (CC BY 4.0) Ruiz-Parra E, Manzano-García G, Mediavilla R, Rodríguez-Vega B, Lahera G, Moreno-Pérez AI, Torres-Cantero AM, Rodado-Martínez J, Bilbao A, González-Torres MÁ (2023). The Spanish version of the reflective functioning questionnaire: Validity data in the general population and individuals with personality disorders. PLOS ONE, 18(4), e0274378. https://doi.org/10.1371/journal.pone.0274378 | link |
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| ruiz_parra_2023_iri_pt | Interpersonal Reactivity Index, Perspective-Taking subscale, subsample of the Spanish RFQ validation study (CC BY 4.0) Ruiz-Parra E, Manzano-García G, Mediavilla R, Rodríguez-Vega B, Lahera G, Moreno-Pérez AI, Torres-Cantero AM, Rodado-Martínez J, Bilbao A, González-Torres MÁ (2023). The Spanish version of the reflective functioning questionnaire: Validity data in the general population and individuals with personality disorders. PLOS ONE, 18(4), e0274378. https://doi.org/10.1371/journal.pone.0274378 | link |
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| ruiz_parra_2023_maas | Mindful Attention Awareness Scale (MAAS), subsample of the Spanish RFQ validation study (CC BY 4.0) Ruiz-Parra E, Manzano-García G, Mediavilla R, Rodríguez-Vega B, Lahera G, Moreno-Pérez AI, Torres-Cantero AM, Rodado-Martínez J, Bilbao A, González-Torres MÁ (2023). The Spanish version of the reflective functioning questionnaire: Validity data in the general population and individuals with personality disorders. PLOS ONE, 18(4), e0274378. https://doi.org/10.1371/journal.pone.0274378 | link |
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| ruiz_parra_2023_pid5bf | Personality Inventory for DSM-5, Brief Form (PID-5-BF), subsample of the Spanish RFQ validation study (CC BY 4.0) Ruiz-Parra E, Manzano-García G, Mediavilla R, Rodríguez-Vega B, Lahera G, Moreno-Pérez AI, Torres-Cantero AM, Rodado-Martínez J, Bilbao A, González-Torres MÁ (2023). The Spanish version of the reflective functioning questionnaire: Validity data in the general population and individuals with personality disorders. PLOS ONE, 18(4), e0274378. https://doi.org/10.1371/journal.pone.0274378 | link |
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| ruiz_parra_2023_rfq8 | Spanish Reflective Functioning Questionnaire (RFQ-8), general population sample (CC BY 4.0) Ruiz-Parra E, Manzano-García G, Mediavilla R, Rodríguez-Vega B, Lahera G, Moreno-Pérez AI, Torres-Cantero AM, Rodado-Martínez J, Bilbao A, González-Torres MÁ (2023). The Spanish version of the reflective functioning questionnaire: Validity data in the general population and individuals with personality disorders. PLOS ONE, 18(4), e0274378. https://doi.org/10.1371/journal.pone.0274378 | link |
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| ruiz_parra_2023_scl90r | Symptom Checklist-90-Revised (SCL-90-R), subsample of the Spanish RFQ validation study (CC BY 4.0) Ruiz-Parra E, Manzano-García G, Mediavilla R, Rodríguez-Vega B, Lahera G, Moreno-Pérez AI, Torres-Cantero AM, Rodado-Martínez J, Bilbao A, González-Torres MÁ (2023). The Spanish version of the reflective functioning questionnaire: Validity data in the general population and individuals with personality disorders. PLOS ONE, 18(4), e0274378. https://doi.org/10.1371/journal.pone.0274378 | link |
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| ruiz_parra_2023_tas20 | Toronto Alexithymia Scale (TAS-20), subsample of the Spanish RFQ validation study (CC BY 4.0) Ruiz-Parra E, Manzano-García G, Mediavilla R, Rodríguez-Vega B, Lahera G, Moreno-Pérez AI, Torres-Cantero AM, Rodado-Martínez J, Bilbao A, González-Torres MÁ (2023). The Spanish version of the reflective functioning questionnaire: Validity data in the general population and individuals with personality disorders. PLOS ONE, 18(4), e0274378. https://doi.org/10.1371/journal.pone.0274378 | link |
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| ruizjimenez_2026_health_eval | Assessment of 12 aspects of the current Spanish public healthcare system (universality, free provision, equipment, professionals, territorial coverage, paperwork, waiting times, investment, regional differences), 1 very negatively - 10 very positively. 1,201 Spanish nationals aged 30-60 in Andalucía and Cataluña, Netquest online panel quota sample, January-February 2023 (FEDER UPO-1381076). Covariates: sex, age, region, education, health-card video version (shown after these items). (CC BY 4.0) Ruiz Jiménez AM, Ferri Fuentevilla E, Aquino Llinares N, Echavarren Fernández JM (2026). Encuesta FEDER UPO-1381076 (2020): Criterios de merecimiento en la asignación de servicios públicos: nacionalismo del bienestar [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23880944 | link |
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| rumangkit_2025_attitude | 4 attitude items, 1-5, 344 Indonesian students. Item text not shipped: the workbook holds bare construct codes and no label level. (CC BY 4.0) Rumangkit, S. (2025). Dataset Questionnaire: The determinants of Indonesian students' intention and commitment to entrepreneurship [Dataset]. Zenodo. | link |
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| rumangkit_2025_cex | 5 customer-experience items (1-5 agreement), 222 customers (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of e-service quality on customer loyalty and positive word of mouth. Zenodo. | link |
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| rumangkit_2025_chatbot_cs | 3 customer-satisfaction items (1-5 agreement), 269 users (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of chatbot usage on repurchase intention through perceived enjoyment, customer satisfaction and perceived ease of use. Zenodo. | link |
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| rumangkit_2025_chatbot_pe | 4 perceived-enjoyment items (1-5 agreement), 269 users (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of chatbot usage on repurchase intention through perceived enjoyment, customer satisfaction and perceived ease of use. Zenodo. | link |
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| rumangkit_2025_chatbot_peou | 3 perceived-ease-of-use items (1-5 agreement), 269 users (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of chatbot usage on repurchase intention through perceived enjoyment, customer satisfaction and perceived ease of use. Zenodo. | link |
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| rumangkit_2025_chatbot_qi | 4 information-quality items (1-5 agreement), 269 users (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of chatbot usage on repurchase intention through perceived enjoyment, customer satisfaction and perceived ease of use. Zenodo. | link |
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| rumangkit_2025_chatbot_qs | 3 service-quality items (1-5 agreement), 269 Indonesian chatbot users (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of chatbot usage on repurchase intention through perceived enjoyment, customer satisfaction and perceived ease of use. Zenodo. | link |
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| rumangkit_2025_chatbot_ri | 4 repurchase-intention items (1-5 agreement), 269 users (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of chatbot usage on repurchase intention through perceived enjoyment, customer satisfaction and perceived ease of use. Zenodo. | link |
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| rumangkit_2025_cloy | 4 customer-loyalty items (1-5 agreement), 222 customers (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of e-service quality on customer loyalty and positive word of mouth. Zenodo. | link |
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| rumangkit_2025_commitment | 2 commitment items, 1-5, 344 Indonesian students. Item text not shipped: the workbook holds bare construct codes and no label level. (CC BY 4.0) Rumangkit, S. (2025). Dataset Questionnaire: The determinants of Indonesian students' intention and commitment to entrepreneurship [Dataset]. Zenodo. | link |
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| rumangkit_2025_csat | 5 customer-satisfaction items (1-5 agreement), 222 customers (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of e-service quality on customer loyalty and positive word of mouth. Zenodo. | link |
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| rumangkit_2025_esq | 10 e-service-quality items (1-5 agreement), 222 Indonesian e-commerce customers (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of e-service quality on customer loyalty and positive word of mouth. Zenodo. | link |
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| rumangkit_2025_ewom_purchase | E-WOM credibility, brand image and online purchase intention for beauty products (21 items, 1-5, one matrix) from 280 Indonesian social-media users; item codes assigned from the stems. (CC BY 4.0) Rumangkit, S. (2025). Dataset Questionnaire E-WOM Credibility, Brand Image, Online Purchase Intention [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14903363 | link |
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| rumangkit_2025_gamification | 24 items scored 1-5 on perceived enjoyment, playfulness and usefulness, customer engagement, brand awareness and loyalty for e-commerce gamification features, from 279 Indonesian respondents. Item codes are the source's own. (CC BY 4.0) Rumangkit, S. (2025). 247_Dataset_2025. Zenodo. | link |
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| rumangkit_2025_intention | 8 intention items, 1-5, 344 Indonesian students. Item text not shipped: the workbook holds bare construct codes and no label level. (CC BY 4.0) Rumangkit, S. (2025). Dataset Questionnaire: The determinants of Indonesian students' intention and commitment to entrepreneurship [Dataset]. Zenodo. | link |
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| rumangkit_2025_passion | 4 passion items, 1-5, 344 Indonesian students. Item text not shipped: the workbook holds bare construct codes and no label level. (CC BY 4.0) Rumangkit, S. (2025). Dataset Questionnaire: The determinants of Indonesian students' intention and commitment to entrepreneurship [Dataset]. Zenodo. | link |
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| rumangkit_2025_perceived_control | 5 perceived control items, 1-5, 344 Indonesian students. Item text not shipped: the workbook holds bare construct codes and no label level. (CC BY 4.0) Rumangkit, S. (2025). Dataset Questionnaire: The determinants of Indonesian students' intention and commitment to entrepreneurship [Dataset]. Zenodo. | link |
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| rumangkit_2025_self_efficacy | 5 self efficacy items, 1-5, 344 Indonesian students. Item text not shipped: the workbook holds bare construct codes and no label level. (CC BY 4.0) Rumangkit, S. (2025). Dataset Questionnaire: The determinants of Indonesian students' intention and commitment to entrepreneurship [Dataset]. Zenodo. | link |
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| rumangkit_2025_streaming_resubscription | A 44-item questionnaire on a 1-5 agreement scale about product features, resubscription intention, customer satisfaction and electronic word of mouth on film streaming platforms, from 222 Indonesian respondents. Ten labelled blocks of one questionnaire kept in one file. (CC BY 4.0) Rumangkit, S. (2025). Dataset Questionnaire Product Features on Resubscription Intention and Electronic Word of Mouth Mediated by Customer Satisfaction on Film Streaming Platforms [Dataset]. Zenodo. | link |
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| rumangkit_2025_subjective_norm | 4 subjective norm items, 1-5, 344 Indonesian students. Item text not shipped: the workbook holds bare construct codes and no label level. (CC BY 4.0) Rumangkit, S. (2025). Dataset Questionnaire: The determinants of Indonesian students' intention and commitment to entrepreneurship [Dataset]. Zenodo. | link |
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| rumangkit_2025_wom | 4 positive word-of-mouth items (1-5 agreement), 222 customers (CC BY 4.0) Rumangkit, S. (2025). Dataset questionnaire: the influence of e-service quality on customer loyalty and positive word of mouth. Zenodo. | link |
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| rumangkit_2026_dm_co | 3 customer-orientation items (1-5 agreement), 170 respondents (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: examining digital marketing capabilities, platform engagement and customer orientation. Zenodo. | link |
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| rumangkit_2026_dm_dmc | 4 digital-marketing-capability items (1-5 agreement), 170 Indonesian SME respondents (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: examining digital marketing capabilities, platform engagement and customer orientation. Zenodo. | link |
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| rumangkit_2026_dm_eo | 3 entrepreneurial-orientation items (1-5 agreement), 170 respondents (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: examining digital marketing capabilities, platform engagement and customer orientation. Zenodo. | link |
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| rumangkit_2026_dm_mmp | 4 marketing-performance items (1-5 agreement), 170 respondents (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: examining digital marketing capabilities, platform engagement and customer orientation. Zenodo. | link |
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| rumangkit_2026_dm_pe | 3 platform-engagement items (1-5 agreement), 170 respondents (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: examining digital marketing capabilities, platform engagement and customer orientation. Zenodo. | link |
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| rumangkit_2026_dm_pi | 3 performance-indicator items (1-5 agreement), 170 respondents (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: examining digital marketing capabilities, platform engagement and customer orientation. Zenodo. | link |
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| rumangkit_2026_ecotourism_experience | Five items on ecotourism experience (ECE1-ECE5) answered on a five-point agreement scale by 100 ecotourism visitors. (CC BY 4.0) Rumangkit, S. (2026). Dataset Questionnaire Ecotourism Experiences, Ecotourism Satisfaction, and Ecotourism Intention [Dataset]. Zenodo. | link |
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| rumangkit_2026_ecotourism_imc | Five items on integrated marketing communication for an ecotourism destination (IMC1-IMC5), answered on a five-point agreement scale by 100 ecotourism visitors. (CC BY 4.0) Rumangkit, S. (2026). Dataset Questionnaire Ecotourism Experiences, Ecotourism Satisfaction, and Ecotourism Intention [Dataset]. Zenodo. | link |
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| rumangkit_2026_ecotourism_intention | Four items on ecotourism intention (ECI1-ECI4) answered on a five-point agreement scale by 100 ecotourism visitors. (CC BY 4.0) Rumangkit, S. (2026). Dataset Questionnaire Ecotourism Experiences, Ecotourism Satisfaction, and Ecotourism Intention [Dataset]. Zenodo. | link |
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| rumangkit_2026_ecotourism_satisfaction | Four items on ecotourism satisfaction (ECS1-ECS4) answered on a five-point agreement scale by 100 ecotourism visitors. (CC BY 4.0) Rumangkit, S. (2026). Dataset Questionnaire Ecotourism Experiences, Ecotourism Satisfaction, and Ecotourism Intention [Dataset]. Zenodo. | link |
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| rumangkit_2026_entrepreneurial_marketing | A 27-item questionnaire on a 1-5 agreement scale about entrepreneurial marketing (proactiveness, opportunity focus, innovativeness, risk taking, customer intensity, value creation), creativity, resourcefulness and entrepreneurial intention, from 150 Indonesian higher-education respondents. (CC BY 4.0) Rumangkit, S. (2026). Dataset Questionnaire Creativity as a Bridge between Entrepreneurial Marketing and Entrepreneurial Intention in Higher Education [Dataset]. Zenodo. | link |
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| rumangkit_2026_kk | 7 employee-performance (kinerja karyawan) items (1-5 agreement), 100 employees (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: does servant leadership affect job performance in Indonesian community-based enterprises? Zenodo. | link |
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| rumangkit_2026_ky | 7 items on a further work outcome (1-5 agreement), 100 employees (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: does servant leadership affect job performance in Indonesian community-based enterprises? Zenodo. | link |
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| rumangkit_2026_ocb | 17 organizational-citizenship-behaviour items (1-5 agreement), 100 employees (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: does servant leadership affect job performance in Indonesian community-based enterprises? Zenodo. | link |
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| rumangkit_2026_sl | 13 servant-leadership items (1-5 agreement), 100 Indonesian community-enterprise employees (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: does servant leadership affect job performance in Indonesian community-based enterprises? Zenodo. | link |
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| rumangkit_2026b_eh | 3 further work-outcome items (1-5 agreement), 100 employees (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: servant leadership, organizational justice, and job performance. Zenodo. | link |
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| rumangkit_2026b_jp | 6 job-performance items (1-5 agreement), 100 employees (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: servant leadership, organizational justice, and job performance. Zenodo. | link |
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| rumangkit_2026b_oj | 17 organizational-justice items (1-5 agreement), 100 Indonesian employees; the same collection as rumangkit_2026_* but ids are not comparable across the two deposits (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: servant leadership, organizational justice, and job performance. Zenodo. | link |
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| rumangkit_2026b_we | 7 work-engagement items (1-5 agreement), 100 employees (CC BY 4.0) Rumangkit, S. (2026). Dataset questionnaire: servant leadership, organizational justice, and job performance. Zenodo. | link |
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| rvobgvmaas_lsf_lehing_2024 | German translation of the Maternal Antenatal Attachment Scale (MAAS) (CC BY 4.0) Lehnig, F., Linde, K., Schmidt, V., Nagl, M., Martini, J., Stepan, H., & Kersting, A. (2024). Reliability and validity of the original and brief German version of the Maternal Antenatal Attachment Scale (MAAS): Longitudinal study findings. PloS one, 19(12), e0316374. | link |
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| ryvkina_2023_s1_activity_affect | Affect immediately after the last activity without social interaction, the same 12 emotions as the interaction table, 1-6. 311 people. EMOTIONS project Study 1: German university students, ESM reports several times a day within a self-chosen window, two waves (2020-01-14 to 04-17 and 2020-03-17 to 04-18); a separate sample from Study 2 (ryvkina_2023_s2_*). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s1 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s1_activity_experience | Experience of the last activity without social interaction, 8 items, 1-6: pleasant, fun, did tasks assigned by others, intellectually stimulated, overwhelmed, bored, concentrated, motivated. 311 people. EMOTIONS project Study 1: German university students, ESM reports several times a day within a self-chosen window, two waves (2020-01-14 to 04-17 and 2020-03-17 to 04-18); a separate sample from Study 2 (ryvkina_2023_s2_*). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s1 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s1_corona_worries | Coronavirus-related momentary worries, 13 items, 1 (very little) to 6 (very much), asked at every report of the second wave (from 2020-03-17): own health, social life, university studies; the German healthcare system, social cohesion, economy, cultural life; and the health of parents, grandparents, siblings, partner, close friends and wider social environment. 193 people. EMOTIONS project Study 1: German university students, ESM reports several times a day within a self-chosen window, two waves (2020-01-14 to 04-17 and 2020-03-17 to 04-18); a separate sample from Study 2 (ryvkina_2023_s2_*). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s1 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s1_interaction_affect | Affect immediately after the last social interaction, 12 emotions, 1-6: proud, successful, superior, angry, envious, resentful, ashamed, insecure, enthusiastic, relaxed, anxious, sad. 323 people. EMOTIONS project Study 1: German university students, ESM reports several times a day within a self-chosen window, two waves (2020-01-14 to 04-17 and 2020-03-17 to 04-18); a separate sample from Study 2 (ryvkina_2023_s2_*). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s1 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s1_interaction_behavior | Own behaviour during the last social interaction (>5 min), 6 items, 1 (does not apply at all) to 6 (applies completely): took the lead, criticised others, did not get involved, self-assured, unfriendly, reserved. Asked when the report followed an interaction. 323 people. EMOTIONS project Study 1: German university students, ESM reports several times a day within a self-chosen window, two waves (2020-01-14 to 04-17 and 2020-03-17 to 04-18); a separate sample from Study 2 (ryvkina_2023_s2_*). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s1 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s1_interaction_perception | Perceived treatment during the last social interaction, 6 items, 1-6: admired, criticised, ignored, respected, others tried to steal the show, sidelined. Asked when the report followed an interaction. 323 people. EMOTIONS project Study 1: German university students, ESM reports several times a day within a self-chosen window, two waves (2020-01-14 to 04-17 and 2020-03-17 to 04-18); a separate sample from Study 2 (ryvkina_2023_s2_*). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s1 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s2_activity_affect | Affect immediately after the last activity without social interaction, the same 14 emotions as the interaction table, 1-6. 1,760 people. EMOTIONS project Study 2: German adults, six ESM reports a day within a self-chosen window, two waves (2020-03-19 to 04-25 and 2020-05-14 to 06-14). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s2 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s2_activity_experience | Experience of the last activity without social interaction, 9 items, 1-6: pleasant, fun, did tasks assigned by others, intellectually stimulated, overwhelmed, bored, concentrated, motivated, thought about the coronavirus. 1,760 people. EMOTIONS project Study 2: German adults, six ESM reports a day within a self-chosen window, two waves (2020-03-19 to 04-25 and 2020-05-14 to 06-14). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s2 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s2_corona_worries | Coronavirus-related momentary worries, 14 items, 1 (very little) to 6 (very much), asked at every report: own health, social life, studies/work; the German healthcare system, social cohesion, economy, cultural life; and the health of parents, grandparents, siblings, children, partner, close friends and wider social environment (these seven could be skipped if not applicable). 2,272 people. EMOTIONS project Study 2: German adults, six ESM reports a day within a self-chosen window, two waves (2020-03-19 to 04-25 and 2020-05-14 to 06-14). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s2 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s2_interaction_affect | Affect immediately after the last social interaction, 14 emotions, 1-6: proud, successful, superior, angry, socially excluded, envious, resentful, ashamed, insecure, enthusiastic, relaxed, anxious, sad, lonely. 2,190 people. EMOTIONS project Study 2: German adults, six ESM reports a day within a self-chosen window, two waves (2020-03-19 to 04-25 and 2020-05-14 to 06-14). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s2 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s2_interaction_behavior | Own behaviour during the last social interaction (>5 min), 8 items, 1 (does not apply at all) to 6 (applies completely): took the lead, criticised others, did not get involved, self-assured, unfriendly, reserved, raised the topic of the coronavirus, helped others. Asked when the report followed an interaction. 2,190 people. EMOTIONS project Study 2: German adults, six ESM reports a day within a self-chosen window, two waves (2020-03-19 to 04-25 and 2020-05-14 to 06-14). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s2 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| ryvkina_2023_s2_interaction_perception | Perceived treatment during the last social interaction, 8 items, 1-6: admired, criticised, ignored, respected, others tried to steal the show, sidelined, asked about the coronavirus, experienced understanding and security. Asked when the report followed an interaction. 2,190 people. EMOTIONS project Study 2: German adults, six ESM reports a day within a self-chosen window, two waves (2020-03-19 to 04-25 and 2020-05-14 to 06-14). wave is each person's report number in time order across both study waves (shared across the six ryvkina_2023_s2 tables); date is the report start time in Unix seconds (source stamps are German local time, converted). No covariates (removed by the authors for anonymisation). (CC BY 4.0) Ryvkina, E., Kroencke, L., Geukes, K., Scharbert, J., & Back, M. D. (2023). Understanding Psychological Responses to the COVID-19 Pandemic Through ESM Data: The EMOTIONS Project. Journal of Open Psychology Data, 11(1), 6. | link |
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| rzeszutek_2020_ghq28 | General Health Questionnaire-28 (28 items), Polish young adults, N=500 (CC BY 4.0) Rzeszutek M, Lis-Turlejska M, Pięta M, Karlsen M, Backus H, Florek W (2020). Knowledge about traumatic World War II experiences among ancestors and subjective well-being of young adults: A person-centred perspective. PLOS ONE, 15(8), e0237859. https://doi.org/10.1371/journal.pone.0237859 | link |
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| rzeszutek_2020_swls | Satisfaction With Life Scale (5 items), Polish young adults, N=497 (CC BY 4.0) Rzeszutek M, Lis-Turlejska M, Pięta M, Karlsen M, Backus H, Florek W (2020). Knowledge about traumatic World War II experiences among ancestors and subjective well-being of young adults: A person-centred perspective. PLOS ONE, 15(8), e0237859. https://doi.org/10.1371/journal.pone.0237859 | link |
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| rzeszutek_2020_wwii_matgrandfather | WWII trauma-history checklist (29 items), maternal grandfather, reported by grandchild, N=500 (CC BY 4.0) Rzeszutek M, Lis-Turlejska M, Pięta M, Karlsen M, Backus H, Florek W (2020). Knowledge about traumatic World War II experiences among ancestors and subjective well-being of young adults: A person-centred perspective. PLOS ONE, 15(8), e0237859. https://doi.org/10.1371/journal.pone.0237859 | link |
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| rzeszutek_2020_wwii_matgrandmother | WWII trauma-history checklist (29 items: loss of parent, combat, concentration/Soviet camp, ghetto, rape, hiding Jews, etc.), maternal grandmother, reported by grandchild, N=500 (CC BY 4.0) Rzeszutek M, Lis-Turlejska M, Pięta M, Karlsen M, Backus H, Florek W (2020). Knowledge about traumatic World War II experiences among ancestors and subjective well-being of young adults: A person-centred perspective. PLOS ONE, 15(8), e0237859. https://doi.org/10.1371/journal.pone.0237859 | link |
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| rzeszutek_2020_wwii_patgrandfather | WWII trauma-history checklist (29 items), paternal grandfather, reported by grandchild, N=500 (CC BY 4.0) Rzeszutek M, Lis-Turlejska M, Pięta M, Karlsen M, Backus H, Florek W (2020). Knowledge about traumatic World War II experiences among ancestors and subjective well-being of young adults: A person-centred perspective. PLOS ONE, 15(8), e0237859. https://doi.org/10.1371/journal.pone.0237859 | link |
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| rzeszutek_2020_wwii_patgrandmother | WWII trauma-history checklist (29 items), paternal grandmother, reported by grandchild, N=500 (CC BY 4.0) Rzeszutek M, Lis-Turlejska M, Pięta M, Karlsen M, Backus H, Florek W (2020). Knowledge about traumatic World War II experiences among ancestors and subjective well-being of young adults: A person-centred perspective. PLOS ONE, 15(8), e0237859. https://doi.org/10.1371/journal.pone.0237859 | link |
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| rzeszutek_2023_danieli | Danieli Inventory of Multigenerational Legacies of Trauma (Survivors' Posttrauma Adaptational Styles; Polish version), 60 items, 1-5, rated about WWII-trauma-related family atmosphere for one ancestor generation each (parents, grandparents or great-grandparents; cov_danieli_target). Nationally representative online panel sample of 1,598 adult Poles aged 18-97 (M = 48.78), surveyed Sept-Oct 2022. (CC BY 4.0) Rzeszutek M, Dragan M, Lis-Turlejska M, Schier K, Holas P, Pięta M, Van Hoy A, Drabarek K, Poncyliusz C, Michałowska M, Wdowczyk G, Borowska N, Szumiał S (2023). Long-lasting effects of World War II trauma on PTSD symptoms and embodiment levels in a national sample of Poles. Scientific Reports, 13, 17222. https://doi.org/10.1038/s41598-023-44300-6 | link |
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| rzeszutek_2023_ees | Experience of Embodiment Scale (EES, Polish adaptation), 34 items, 1-5, six subscales (positive body connection and comfort, body unencumbered adjustment, agency and functionality, experience and expression of sexual desire, attuned self-care, resisting objectification). Nationally representative online panel sample of 1,598 adult Poles aged 18-97 (M = 48.78), surveyed Sept-Oct 2022. (CC BY 4.0) Rzeszutek M, Dragan M, Lis-Turlejska M, Schier K, Holas P, Pięta M, Van Hoy A, Drabarek K, Poncyliusz C, Michałowska M, Wdowczyk G, Borowska N, Szumiał S (2023). Long-lasting effects of World War II trauma on PTSD symptoms and embodiment levels in a national sample of Poles. Scientific Reports, 13, 17222. https://doi.org/10.1038/s41598-023-44300-6 | link |
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| rzeszutek_2023_pds5 | Posttraumatic Diagnostic Scale for DSM-5 (PDS-5, Polish adaptation), items 1-22 (20 symptom items plus distress and interference), 0-4, answered by the 964 respondents who reported a traumatic event. Nationally representative online panel sample of 1,598 adult Poles aged 18-97 (M = 48.78), surveyed Sept-Oct 2022. (CC BY 4.0) Rzeszutek M, Dragan M, Lis-Turlejska M, Schier K, Holas P, Pięta M, Van Hoy A, Drabarek K, Poncyliusz C, Michałowska M, Wdowczyk G, Borowska N, Szumiał S (2023). Long-lasting effects of World War II trauma on PTSD symptoms and embodiment levels in a national sample of Poles. Scientific Reports, 13, 17222. https://doi.org/10.1038/s41598-023-44300-6 | link |
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| rzeszutek_2023_pds5_events | PDS-5 trauma-event checklist, 8 binary checkboxes (7 event types plus 'other'), 0/1. Nationally representative online panel sample of 1,598 adult Poles aged 18-97 (M = 48.78), surveyed Sept-Oct 2022. (CC BY 4.0) Rzeszutek M, Dragan M, Lis-Turlejska M, Schier K, Holas P, Pięta M, Van Hoy A, Drabarek K, Poncyliusz C, Michałowska M, Wdowczyk G, Borowska N, Szumiał S (2023). Long-lasting effects of World War II trauma on PTSD symptoms and embodiment levels in a national sample of Poles. Scientific Reports, 13, 17222. https://doi.org/10.1038/s41598-023-44300-6 | link |
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| rzeszutek_2023_swls | Satisfaction With Life Scale (SWLS, Polish), 5 items, 1-7. Nationally representative online panel sample of 1,598 adult Poles aged 18-97 (M = 48.78), surveyed Sept-Oct 2022. Administered in the survey but not reported in the paper. (CC BY 4.0) Rzeszutek M, Dragan M, Lis-Turlejska M, Schier K, Holas P, Pięta M, Van Hoy A, Drabarek K, Poncyliusz C, Michałowska M, Wdowczyk G, Borowska N, Szumiał S (2023). Long-lasting effects of World War II trauma on PTSD symptoms and embodiment levels in a national sample of Poles. Scientific Reports, 13, 17222. https://doi.org/10.1038/s41598-023-44300-6 | link |
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| sabers_vesper2023 | Multi-lingual versions of the Strike Attitude and Behavioral Reactions Scale (CC BY 4.0) Vesper, D., & König, C. J. (2023). Measurement equivalence of the English, German, and French versions of the Strike Attitude and Behavioral Reactions Scale (SABeRS). European Journal of Psychological Assessment. | link |
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| sabrina_2026_cesd10 | CES-D-10 (Andresen et al. 1994 ten-item short form of Radloff's CES-D): 10 items scored 0-3, including the two positively-worded items ('I felt hopeful about the future', 'I was happy'). Whether those two were reverse-recoded before deposit is NOT stated anywhere in the deposit or the article, and their marginal distributions do not settle it, so values ship as deposited - anyone fitting a model that assumes polarity should check this first. 1,615 university students at 7 Bangladeshi universities, Google Forms survey. The export reports 16,383 columns of which only 55 hold data; columns were selected by content, not position. Zero missing cells in this battery - it was asked of all 1,615 (several other questions in the file are skip-gated to the 248 vapers and are not shipped). (CC BY 4.0) Sabrina F, Hawlader MDH, Alam MN, Faruq MFI, Bhuiyan FP, Banik B (2026). Vaping and mental health: A cross-sectional study among university students in Bangladesh. PLOS ONE 21(3). | link |
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| sabrina_2026_gad7 | GAD-7 (Generalized Anxiety Disorder 7-item scale): 7 items scored 0-3, stems 'Feeling nervous, anxious, or on the edge' through 'Feeling afraid, as if something awful might happen'. 1,615 university students at 7 Bangladeshi universities, Google Forms survey. The export reports 16,383 columns of which only 55 hold data; columns were selected by content, not position. Zero missing cells in this battery - it was asked of all 1,615 (several other questions in the file are skip-gated to the 248 vapers and are not shipped). (CC BY 4.0) Sabrina F, Hawlader MDH, Alam MN, Faruq MFI, Bhuiyan FP, Banik B (2026). Vaping and mental health: A cross-sectional study among university students in Bangladesh. PLOS ONE 21(3). | link |
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| sabrina_2026_k10 | Kessler K10 psychological distress scale: 10 items on a 5-point frequency scale, stem 'In the last 4 weeks- About how often did you feel ...'. 1,615 university students at 7 Bangladeshi universities, Google Forms survey. The export reports 16,383 columns of which only 55 hold data; columns were selected by content, not position. Zero missing cells in this battery - it was asked of all 1,615 (several other questions in the file are skip-gated to the 248 vapers and are not shipped). (CC BY 4.0) Sabrina F, Hawlader MDH, Alam MN, Faruq MFI, Bhuiyan FP, Banik B (2026). Vaping and mental health: A cross-sectional study among university students in Bangladesh. PLOS ONE 21(3). | link |
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| sadish_2021_covid_beliefs | COVID-19 beliefs, 6 yes/no statements (asymptomatic spread, remedies, antibiotics, cow's urine, turmeric, religion and spread); 6 items, 0/1 (No/Yes; don't know dropped); 913 garment-factory workers (Bengaluru) surveyed by phone at baseline and endline; covariates: cov_treatment and demographics; cluster_id = factory, block_id = strata; wave. (CC0 1.0) Sadish, D., Adhvaryu, A., & Nyshadham, A. (2021). (Mis)information and anxiety: evidence from a randomized Covid-19 information campaign. Journal of Development Economics, 152, 102699. https://doi.org/10.1016/j.jdeveco.2021.102699 | link |
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| sadish_2021_covid_symptoms | Recall of nine Covid-19 symptoms (0/1) by 722 Indian garment-factory workers at baseline and endline of a randomized Covid-19 information campaign. (CC0 1.0) Sadish, D., Adhvaryu, A., & Nyshadham, A. (2021). (Mis)information and anxiety: Evidence from a randomized Covid-19 information campaign. Journal of Development Economics. Harvard Dataverse. | link |
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| sadish_2021_numeracy | Three-item numeracy quiz (addition, subtraction, multiplication; 0/1) administered to 914 Indian garment-factory workers. (CC0 1.0) Sadish, D., Adhvaryu, A., & Nyshadham, A. (2021). (Mis)information and anxiety: Evidence from a randomized Covid-19 information campaign. Journal of Development Economics. Harvard Dataverse. | link |
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| sadism_west_2026_cast | Using random item slope regression to examine variable redundancy: The case of sadism and psychopathy (CC BY 4.0) West, S. J. (2025, September 21). Testing Item Level Random Slopes in the Sadism-Psychopathy Relationship. Retrieved from osf.io/mqp7e | link |
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| sadism_west_2026_srp | Using random item slope regression to examine variable redundancy: The case of sadism and psychopathy (CC BY 4.0) West, S. J. (2025, September 21). Testing Item Level Random Slopes in the Sadism-Psychopathy Relationship. Retrieved from osf.io/mqp7e | link |
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| sadiyah_2026_financial_attitude | Financial attitude, 6 items (FA1-FA6) on a 1-5 agreement scale, answered by 1,493 Indonesian Generation Z respondents. Covariates are gender, residence region, age band, employment status, monthly income band and highest education, all as the source's own labels. (CC BY 4.0) Sa'diyah, C., Windijarto, Widagdo, B., & Febrianto, Z. (2026). Survey Data on Financial Knowledge, Financial Self-Efficacy, Financial Attitude, and Financial Behavior among a Sample of Generation Z in Indonesia [Dataset]. figshare. | link |
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| sadiyah_2026_financial_behavior | Financial behaviour, 6 items (FB1-FB6) on a 1-5 agreement scale, answered by 1,493 Indonesian Generation Z respondents. Covariates are gender, residence region, age band, employment status, monthly income band and highest education, all as the source's own labels. (CC BY 4.0) Sa'diyah, C., Windijarto, Widagdo, B., & Febrianto, Z. (2026). Survey Data on Financial Knowledge, Financial Self-Efficacy, Financial Attitude, and Financial Behavior among a Sample of Generation Z in Indonesia [Dataset]. figshare. | link |
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| sadiyah_2026_financial_knowledge | Financial knowledge, 7 items (FK1-FK7) on a 1-5 agreement scale, answered by 1,493 Indonesian Generation Z respondents. Covariates are gender, residence region, age band, employment status, monthly income band and highest education, all as the source's own labels. (CC BY 4.0) Sa'diyah, C., Windijarto, Widagdo, B., & Febrianto, Z. (2026). Survey Data on Financial Knowledge, Financial Self-Efficacy, Financial Attitude, and Financial Behavior among a Sample of Generation Z in Indonesia [Dataset]. figshare. | link |
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| sadiyah_2026_financial_self_efficacy | Financial self-efficacy, 8 items (FSE1-FSE8) on a 1-5 agreement scale, answered by 1,493 Indonesian Generation Z respondents. Covariates are gender, residence region, age band, employment status, monthly income band and highest education, all as the source's own labels. (CC BY 4.0) Sa'diyah, C., Windijarto, Widagdo, B., & Febrianto, Z. (2026). Survey Data on Financial Knowledge, Financial Self-Efficacy, Financial Attitude, and Financial Behavior among a Sample of Generation Z in Indonesia [Dataset]. figshare. | link |
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| safiye_2023_mbi | Maslach Burnout Inventory (22 items), teachers, N=823 (CC BY 4.0) Safiye T, Vukcevic B, Milidrag A, Dubljanin J, Gutic Cikotic A, Dubljanin D, Lackovic M, Rodic I, Nikolic M, Colakovic G, Mladenovic T, Gutic M (2023). Relationship between mentalizing and teacher burnout: A cross sectional study. PLOS ONE, 18(1), e0279535. https://doi.org/10.1371/journal.pone.0279535 | link |
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| safiye_2023_rfq | Reflective Functioning Questionnaire (RFQ, 8 items, the paper's focal 'mentalizing' instrument), teachers, N=823 (CC BY 4.0) Safiye T, Vukcevic B, Milidrag A, Dubljanin J, Gutic Cikotic A, Dubljanin D, Lackovic M, Rodic I, Nikolic M, Colakovic G, Mladenovic T, Gutic M (2023). Relationship between mentalizing and teacher burnout: A cross sectional study. PLOS ONE, 18(1), e0279535. https://doi.org/10.1371/journal.pone.0279535 | link |
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| sagebiel_2026_tofu conjoint · source = "conj" |
Swedish consumers (online panel, Jan-Feb 2021, n=1,541) chose between two 400 g tofu variants varying production country, soybean origin, organic cultivation and price, or neither, in 9 choice sets each, after a randomized information treatment (environment, health, recipe, control). (CC BY 4.0) Sagebiel, J., Castellari, E., Rommel, J., Weigel, M., & Welling, M. (in press). Swedish consumers' preferences for tofu sustainability characteristics: A choice experiment with information treatments. German Journal of Agricultural Economics. | link |
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| saha_2023_meat_candidates conjoint · source = "conj" |
Paired candidate conjoint: 857 US adults (Dynata) chose between two hypothetical presidential-primary candidates in their own party in 5 tasks, with diet (none/vegetarian/vegan), animal-rights support, pets, race, gender, age, marital status and political experience randomized; outcome is a forced vote choice. (CC0 1.0) Saha, S. (2023). Why don't politicians talk about meat? The political psychology of human-animal relations in elections. Frontiers in Psychology, 14, 1021013. | link |
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| saha_2026_cesd | Depression symptoms and psychological factors among university students in Bangladesh: A CES-D-oriented survey dataset. IRW table saha_2026_cesd: 892 respondents x 20 items, 17840 responses. (CC BY 4.0) Saha, C. (2026). Depression symptoms and psychological factors among university students in Bangladesh: A CES-D-oriented survey dataset. Mendeley Data, V1. | link |
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| sahin_2026_ai_attitudes | Positive (5) and negative (7) attitudes toward artificial intelligence, 12 items, 196 Turkish adults. (CC BY 4.0) Sahin, M., Gultekin, M. H., Erdogdu, F., & Cesur, S. (2026). Psychometric Evaluation of the Turkish Version of the Perceived Moral Agency Scale for Artificial Intelligence. International Journal of Human-Computer Interaction. https://doi.org/10.1080/10447318.2026.2719186 | link |
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| sahin_2026_conspiracy | Conspiracy beliefs scale (23 items; hidden powers, widespread conspiracies, extraterrestrials, government abuses), 193 Turkish adults. (CC BY 4.0) Sahin, M., Gultekin, M. H., Erdogdu, F., & Cesur, S. (2026). Psychometric Evaluation of the Turkish Version of the Perceived Moral Agency Scale for Artificial Intelligence. International Journal of Human-Computer Interaction. https://doi.org/10.1080/10447318.2026.2719186 | link |
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| sahin_2026_life_satisfaction | Life satisfaction scale (5 items) completed by 193 Turkish adults in the Turkish PMAS-AI validation study. (CC BY 4.0) Sahin, M., Gultekin, M. H., Erdogdu, F., & Cesur, S. (2026). Psychometric Evaluation of the Turkish Version of the Perceived Moral Agency Scale for Artificial Intelligence. International Journal of Human-Computer Interaction. https://doi.org/10.1080/10447318.2026.2719186 | link |
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| sahin_2026_mind_attribution | Mind attribution to AI (17 mental capacities such as planning, fear, intending), 199 Turkish adults. (CC BY 4.0) Sahin, M., Gultekin, M. H., Erdogdu, F., & Cesur, S. (2026). Psychometric Evaluation of the Turkish Version of the Perceived Moral Agency Scale for Artificial Intelligence. International Journal of Human-Computer Interaction. https://doi.org/10.1080/10447318.2026.2719186 | link |
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| sahin_2026_pmas | Perceived Moral Agency Scale for AI, Turkish version (10 items: morality and dependency), 681 Turkish adults in two samples. (CC BY 4.0) Sahin, M., Gultekin, M. H., Erdogdu, F., & Cesur, S. (2026). Psychometric Evaluation of the Turkish Version of the Perceived Moral Agency Scale for Artificial Intelligence. International Journal of Human-Computer Interaction. https://doi.org/10.1080/10447318.2026.2719186 | link |
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| sahin_2026_social_desirability | Social desirability scale (13 binary items) completed by 193 Turkish adults in the Turkish PMAS-AI validation study. (CC BY 4.0) Sahin, M., Gultekin, M. H., Erdogdu, F., & Cesur, S. (2026). Psychometric Evaluation of the Turkish Version of the Perceived Moral Agency Scale for Artificial Intelligence. International Journal of Human-Computer Interaction. https://doi.org/10.1080/10447318.2026.2719186 | link |
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| saikkonen_2023_elite_transgressions conjoint · source = "conj" |
Finnish adults (Qualtrics online panel, May-June 2020, n = 1,030) chose between 6 pairs of prospective prime ministers varying on condemning/inciting violence against the opposition, respect for judicial decisions, ideology, immigration policy, populist decision-making, gender and education; outcomes are the preferred leader and whether they would also vote for that leader. (CC BY 4.0) Saikkonen, I. A.-L., & Christensen, H. S. (2023). Guardians of democracy or passive bystanders? A conjoint experiment on elite transgressions of democratic norms. Political Research Quarterly, 76(1), 127-142. | link |
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| sakal_2026_ai_resistance | AI Workplace Resistance Scale: individual resistance (BDS, 9), organizational resistance (KDS, 13), acceptance/perceived benefit (KBL, 5); 27 items (1-5); N = 724 Turkish employees; cov_gender, cov_age, cov_education, cov_years_experience, cov_ai_use_frequency. (CC BY 4.0) Sakal, M., Sökün, H., & Koçak, H. (2026). Dataset for: Measuring Workplace Resistance to Artificial Intelligence - A Scale Development Study. Zenodo. https://doi.org/10.5281/zenodo.22644543 | link |
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| salih_2022_ciass | Chronic Illness Anticipated Stigma Scale (CIASS), Amharic, 12 items (friends/family, work, healthcare workers), 1 very unlikely .. 5 very likely. 173 adults with a chronic illness at three referral hospitals in Amhara region, Ethiopia, interviewed in Amharic. Covariate: primary chronic diagnosis. (CC BY 4.0) Salih MH, Wettergren L, Lindgren H, Erlandsson K, Mekonen H, Derseh L (2022). Translation and psychometric evaluation of chronic illness anticipated stigma scale (CIASS) among patients in Ethiopia. PLOS ONE 17(1): e0262744. | link |
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| salih_2022_k10 | Kessler Psychological Distress Scale (K10), Amharic, 1 none of the time .. 5 all of the time. 173 adults with a chronic illness at three referral hospitals in Amhara region, Ethiopia, interviewed in Amharic. Covariate: primary chronic diagnosis. (CC BY 4.0) Salih MH, Wettergren L, Lindgren H, Erlandsson K, Mekonen H, Derseh L (2022). Translation and psychometric evaluation of chronic illness anticipated stigma scale (CIASS) among patients in Ethiopia. PLOS ONE 17(1): e0262744. | link |
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| salih_2022_whoqol_bref | WHOQOL-BREF, Amharic, 26 items each 1-5 on the instrument's anchor sets; raw answers (items 3, 4, 26 not reversed). 173 adults with a chronic illness at three referral hospitals in Amhara region, Ethiopia, interviewed in Amharic. Covariate: primary chronic diagnosis. (CC BY 4.0) Salih MH, Wettergren L, Lindgren H, Erlandsson K, Mekonen H, Derseh L (2022). Translation and psychometric evaluation of chronic illness anticipated stigma scale (CIASS) among patients in Ethiopia. PLOS ONE 17(1): e0262744. | link |
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| salleh_2023_aim_iam_fim | 12-item raw AIM-IAM-FIM implementation-outcome scale (1-5 Likert), Malay-language survey on a community-based health programme (MIICA/KOSPEN) (CC BY 4.0) Salleh H, Avoi R, Abdul Karim H, Osman S, Kaur N, Dhanaraj P (2023) Translation, Cross-Cultural Adaptation to Malay, and psychometric evaluation of the AIM-IAM-FIM questionnaire: Measuring the implementation outcome of a community-based intervention programme. PLoS ONE 18(11). | link |
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| salomon_2014_ethnic_essentialism | Ethnicity essentialism (Rhodes & Gelman), 7 items, 1-9; N = 240 MTurk respondents (Study 1); cov_exclude, cov_catch_wrong. (CC0 1.0) Salomon, E., & Cimpian, A. (2014). The Inherence Heuristic as a Source of Essentialist Thought. Personality and Social Psychology Bulletin, 40(10), 1297-1315. https://doi.org/10.1177/0146167214541659 | link |
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| salomon_2014_gender_essentialism | Gender essentialism (Rhodes & Gelman), 8 items, 1-9; N = 240 MTurk respondents (Study 1); cov_exclude, cov_catch_wrong. (CC0 1.0) Salomon, E., & Cimpian, A. (2014). The Inherence Heuristic as a Source of Essentialist Thought. Personality and Social Psychology Bulletin, 40(10), 1297-1315. https://doi.org/10.1177/0146167214541659 | link |
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| salomon_2014_hre_informative | Haslam, Rothschild & Ernst essentialism, informativeness rated for 12 social categories, 1-9; N = 240 MTurk respondents (Study 1); cov_exclude, cov_catch_wrong. (CC0 1.0) Salomon, E., & Cimpian, A. (2014). The Inherence Heuristic as a Source of Essentialist Thought. Personality and Social Psychology Bulletin, 40(10), 1297-1315. https://doi.org/10.1177/0146167214541659 | link |
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| salomon_2014_hre_innateness | Haslam, Rothschild & Ernst essentialism, innateness rated for 12 social categories, 1-9; N = 240 MTurk respondents (Study 1); cov_exclude, cov_catch_wrong. (CC0 1.0) Salomon, E., & Cimpian, A. (2014). The Inherence Heuristic as a Source of Essentialist Thought. Personality and Social Psychology Bulletin, 40(10), 1297-1315. https://doi.org/10.1177/0146167214541659 | link |
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| salomon_2014_hre_stability | Haslam, Rothschild & Ernst essentialism, stability rated for 12 social categories, 1-9; N = 240 MTurk respondents (Study 1); cov_exclude, cov_catch_wrong. (CC0 1.0) Salomon, E., & Cimpian, A. (2014). The Inherence Heuristic as a Source of Essentialist Thought. Personality and Social Psychology Bulletin, 40(10), 1297-1315. https://doi.org/10.1177/0146167214541659 | link |
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| salomon_2014_hre_underlying | Haslam, Rothschild & Ernst essentialism, underlying reality rated for 12 social categories, 1-9; N = 240 MTurk respondents (Study 1); cov_exclude, cov_catch_wrong. (CC0 1.0) Salomon, E., & Cimpian, A. (2014). The Inherence Heuristic as a Source of Essentialist Thought. Personality and Social Psychology Bulletin, 40(10), 1297-1315. https://doi.org/10.1177/0146167214541659 | link |
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| salomon_2014_hre_uniformity | Haslam, Rothschild & Ernst essentialism, uniformity rated for 12 social categories, 1-9; N = 240 MTurk respondents (Study 1); cov_exclude, cov_catch_wrong. (CC0 1.0) Salomon, E., & Cimpian, A. (2014). The Inherence Heuristic as a Source of Essentialist Thought. Personality and Social Psychology Bulletin, 40(10), 1297-1315. https://doi.org/10.1177/0146167214541659 | link |
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| salomon_2014_inherence | Inherence Heuristic Scale, 15 items, 1-9; N = 240 MTurk respondents (Study 1); cov_exclude, cov_catch_wrong. (CC0 1.0) Salomon, E., & Cimpian, A. (2014). The Inherence Heuristic as a Source of Essentialist Thought. Personality and Social Psychology Bulletin, 40(10), 1297-1315. https://doi.org/10.1177/0146167214541659 | link |
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| salomon_2014_race_essentialism | Lay theories of race (No et al.), 8 items, 1-9; N = 240 MTurk respondents (Study 1); cov_exclude, cov_catch_wrong. (CC0 1.0) Salomon, E., & Cimpian, A. (2014). The Inherence Heuristic as a Source of Essentialist Thought. Personality and Social Psychology Bulletin, 40(10), 1297-1315. https://doi.org/10.1177/0146167214541659 | link |
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| samadieh_2026_crave_now | CRAVE scale, 'right now' framing, 13 items, 0-10; three Iranian adult samples pooled (N = 903, cov_study). (CC BY 4.0) Samadieh, H., Tanhaye Reshvanloo, F., & Stults-Kolehmainen, M. A. (2026). Data and Analysis Materials for: The CRAVE Scale to Measure Motivational States for Physical Activity and Sedentary Behavior: Psychometric Properties and Psychophysical Correlates [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33964891 | link |
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| samadieh_2026_crave_week | CRAVE scale, 'past week' framing, 13 items, 0-10; three Iranian adult samples pooled (N = 903, cov_study). (CC BY 4.0) Samadieh, H., Tanhaye Reshvanloo, F., & Stults-Kolehmainen, M. A. (2026). Data and Analysis Materials for: The CRAVE Scale to Measure Motivational States for Physical Activity and Sedentary Behavior: Psychometric Properties and Psychophysical Correlates [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33964891 | link |
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| samadieh_2026_physical_dysfunction | Physical dysfunction, 7 items, 0-3; Study 3 (N = 244 Iranian adults). (CC BY 4.0) Samadieh, H., Tanhaye Reshvanloo, F., & Stults-Kolehmainen, M. A. (2026). Data and Analysis Materials for: The CRAVE Scale to Measure Motivational States for Physical Activity and Sedentary Behavior: Psychometric Properties and Psychophysical Correlates [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33964891 | link |
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| samadieh_2026_vitality | Subjective Vitality Scale, 6 items, 1-7; Study 3 (N = 244 Iranian adults). (CC BY 4.0) Samadieh, H., Tanhaye Reshvanloo, F., & Stults-Kolehmainen, M. A. (2026). Data and Analysis Materials for: The CRAVE Scale to Measure Motivational States for Physical Activity and Sedentary Behavior: Psychometric Properties and Psychophysical Correlates [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33964891 | link |
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| sances_2026_prosecutors_forthright conjoint · source = "conj" |
US respondents (Bovitz Forthright online panel) chose between two hypothetical candidates for local prosecutor in each of five pairs; candidates varied sex, race, education, legal experience, age, conviction rate (prosecutors only) and positions on marijuana, the death penalty and three strikes; 508 respondents. The three issue positions are stored as the deposit's -1/0/1 codes. (CC0 1.0) Sances, M. W. (2026). Unequal competence? Why criminal justice reformers are disadvantaged in local elections. Public Opinion Quarterly, 90(3), 697-729. | link |
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| sances_2026_prosecutors_mturk conjoint · source = "conj" |
US respondents (Amazon MTurk) chose between two hypothetical candidates for local prosecutor in each of five pairs; candidates varied sex, race, education, legal experience, age, conviction rate (prosecutors only) and positions on marijuana, the death penalty and three strikes; 502 respondents. The three issue positions are stored as the deposit's -1/0/1 codes. (CC0 1.0) Sances, M. W. (2026). Unequal competence? Why criminal justice reformers are disadvantaged in local elections. Public Opinion Quarterly, 90(3), 697-729. | link |
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| sanchezgarcia_2025_academic_dishonesty | Academic dishonesty scale (14 items: cheating, plagiarism, falsification; 1 never .. 5 many times) for 164 Spanish university students. (CC BY 4.0) Sánchez-García, J., Cebrián, J., Fernández-del-Río, E., & Ramos-Villagrasa, P. J. (2026). The role of personality traits and moral disengagement in academic dishonesty: An analysis of the big five and dark tetrad. PLOS One. https://doi.org/10.1371/journal.pone.0346573 | link |
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| sanchezgarcia_2025_moral_disengagement | Moral disengagement (Moore et al. 2012, 8 items, 1-7) for 164 Spanish university students. (CC BY 4.0) Sánchez-García, J., Cebrián, J., Fernández-del-Río, E., & Ramos-Villagrasa, P. J. (2026). The role of personality traits and moral disengagement in academic dishonesty: An analysis of the big five and dark tetrad. PLOS One. https://doi.org/10.1371/journal.pone.0346573 | link |
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| sanchezgarcia_2025_sd4 | Short Dark Tetrad (SD4, 28 items, 1-5) for 164 Spanish university students. (CC BY 4.0) Sánchez-García, J., Cebrián, J., Fernández-del-Río, E., & Ramos-Villagrasa, P. J. (2026). The role of personality traits and moral disengagement in academic dishonesty: An analysis of the big five and dark tetrad. PLOS One. https://doi.org/10.1371/journal.pone.0346573 | link |
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| sanchezgarcia_2025_vassip_bfi2s | Big Five via VASSIP, a gamified BFI-2-S (30 items, 1-5), for 174 Spanish university students. (CC BY 4.0) Sánchez-García, J., Cebrián, J., Fernández-del-Río, E., & Ramos-Villagrasa, P. J. (2026). The role of personality traits and moral disengagement in academic dishonesty: An analysis of the big five and dark tetrad. PLOS One. https://doi.org/10.1371/journal.pone.0346573 | link |
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| sanchezmoreno_2024_loneliness | The 6-item De Jong Gierveld loneliness scale answered by 887 older adults in Spain, 1-3. Item text held: the Spanish stems are in the deposit's labels, but this is a named third-party instrument with no quotable grant. (CC BY 4.0) Sanchez-Moreno, E. (2024). Dataset corresponding to the project "Aging, loneliness, and well-being in Spain" [Dataset]. Zenodo. | link |
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| sanchezmoreno_2024_social_support | 42 social-support items answered by 887 older adults in Spain, 1-5: the same six questions asked about seven relationship targets (partner, sons, daughters, grandchildren, siblings, neighbours, friends), which is what the B1-B7 codes encode. Missingness is large and structural -- a target block is only asked of respondents who have that relationship. Item text held: the Spanish stems are in the deposit's labels but the instrument could not be tied to a named grantor. (CC BY 4.0) Sanchez-Moreno, E. (2024). Dataset corresponding to the project "Aging, loneliness, and well-being in Spain" [Dataset]. Zenodo. | link |
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| sandhu_2024_pmo_q13 | PMO/strategic-plans survey block Q13 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandhu_2024_pmo_q16 | PMO/strategic-plans survey block Q16 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandhu_2024_pmo_q18 | PMO/strategic-plans survey block Q18 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandhu_2024_pmo_q19 | PMO/strategic-plans survey block Q19 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandhu_2024_pmo_q20 | PMO/strategic-plans survey block Q20 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandhu_2024_pmo_q21 | PMO/strategic-plans survey block Q21 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandhu_2024_pmo_q22 | PMO/strategic-plans survey block Q22 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandhu_2024_pmo_q23 | PMO/strategic-plans survey block Q23 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandhu_2024_pmo_q24 | PMO/strategic-plans survey block Q24 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandhu_2024_pmo_q26 | PMO/strategic-plans survey block Q26 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandhu_2024_pmo_q32 | PMO/strategic-plans survey block Q32 (unlabeled construct), 1-5 Likert, N=303 (CC BY 4.0) Sandhu, M. A., et al. (2024). The role of project management office in the implementation of strategic plans in project-based organisations. PLOS ONE. | link |
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| sandoval-Lentisco-impostor-scale-2020 | Psychometric properties of the Spanish Clance Impostor Scale (S-CIPS) (CC BY 4.0) NA | link |
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| sandoz_2021_cbts | City Birth Trauma Scale, French version (24 items: 2 stressor, 22 symptom) completed by 541 mothers 1-12 months after childbirth. (CC BY 4.0) Sandoz, V., Hingray, C., Stuijfzand, S., Lacroix, A., El Hage, W., & Horsch, A. (2022). Measurement and conceptualization of maternal PTSD following childbirth: Psychometric properties of the City Birth Trauma Scale - French Version (City BiTS-F). Psychological Trauma: Theory, Research, Practice, and Policy, 14(4), 696-704. https://doi.org/10.1037/tra0001068 | link |
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| sandoz_2021_epds | Edinburgh Postnatal Depression Scale (10 items, 0-3) completed by 539 French-speaking mothers 1-12 months postpartum. (CC BY 4.0) Sandoz, V., Hingray, C., Stuijfzand, S., Lacroix, A., El Hage, W., & Horsch, A. (2022). Measurement and conceptualization of maternal PTSD following childbirth: Psychometric properties of the City Birth Trauma Scale - French Version (City BiTS-F). Psychological Trauma: Theory, Research, Practice, and Policy, 14(4), 696-704. https://doi.org/10.1037/tra0001068 | link |
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| sandoz_2021_hads_anxiety | Hospital Anxiety and Depression Scale, anxiety subscale (7 items, 0-3) completed by 539 French-speaking mothers 1-12 months postpartum. (CC BY 4.0) Sandoz, V., Hingray, C., Stuijfzand, S., Lacroix, A., El Hage, W., & Horsch, A. (2022). Measurement and conceptualization of maternal PTSD following childbirth: Psychometric properties of the City Birth Trauma Scale - French Version (City BiTS-F). Psychological Trauma: Theory, Research, Practice, and Policy, 14(4), 696-704. https://doi.org/10.1037/tra0001068 | link |
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| sandoz_2021_pcl5 | PTSD Checklist for DSM-5 (20 items, 0-4, worded about the birth) completed by 541 French-speaking mothers 1-12 months postpartum. (CC BY 4.0) Sandoz, V., Hingray, C., Stuijfzand, S., Lacroix, A., El Hage, W., & Horsch, A. (2022). Measurement and conceptualization of maternal PTSD following childbirth: Psychometric properties of the City Birth Trauma Scale - French Version (City BiTS-F). Psychological Trauma: Theory, Research, Practice, and Policy, 14(4), 696-704. https://doi.org/10.1037/tra0001068 | link |
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| sangwin_2021_proof_rigour_insight competitions · source = "comp" |
Undergraduates' comparative judgements of 15 proofs of the same theorem on one criterion per session (rigour, insight, simplicity, understanding, marks; 7 sessions in two studies): 3,969 decisions by 227 judges; agent_a = proof chosen. (MIT) Sangwin, C., & Kinnear, G. (2021). Investigating insight and rigour as separate constructs in mathematical proof. EdArXiv. | link |
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| santaca_2025_inhibitory_control | Detour task measuring inhibitory control in 8 bearded dragons and 24 tortoises. Items are the 20 trials in order (4 days x 5 trials), complete for every animal; read them as a learning sequence rather than as distinct probes. resp is 1 when the animal detoured successfully. 640 responses from 32 subjects on 20 items. (CC BY 4.0) Santacà M, Wilkinson A, Stancher G, Sovrano VA, Bisazza A (2025). Lizards and tortoises show evidence of low inhibitory control. Scientific Reports, 15, 23446. https://doi.org/10.1038/s41598-025-08373-9 | link |
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| santos_2018_cesd | 20-item CES-D depression scale, up to 4 longitudinal waves, 306 low-income mothers from two combined RCTs (2003-2010); treat = intervention vs control (CC BY 4.0) Santos, H. P., Kossakowski, J. J., Schwartz, T. A., Beeber, L., & Fried, E. I. (2018). Longitudinal network structure of depression symptoms and self-efficacy in low-income mothers. PLOS ONE, 13(1), e0191675. | link |
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| santos_2018_gse | 10-item Generalized Self-Efficacy (GSE) scale, up to 4 longitudinal waves, 306 low-income mothers from two combined RCTs (2003-2010); treat = intervention vs control (CC BY 4.0) Santos, H. P., Kossakowski, J. J., Schwartz, T. A., Beeber, L., & Fried, E. I. (2018). Longitudinal network structure of depression symptoms and self-efficacy in low-income mothers. PLOS ONE, 13(1), e0191675. | link |
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| sanz_martos_2024_stai_state | State-Trait Anxiety Inventory, state scale, 20 items, before the intervention, 0-3 (reverse-keyed items stored reversed); N = 129 nursing students before a therapeutic massage session; cov_gender, cov_age, cov_relax_practice. (CC0 1.0) Sanz Martos, S. (2024). Replication data for "Effectiveness of therapeutic massage for the reduction of pre-exam anxiety in nursing students" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/5FZO3F | link |
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| sanz_martos_2024_stai_trait | State-Trait Anxiety Inventory, trait scale, 20 items, before the intervention, 0-3 (reverse-keyed items stored reversed); N = 129 nursing students before a therapeutic massage session; cov_gender, cov_age, cov_relax_practice. (CC0 1.0) Sanz Martos, S. (2024). Replication data for "Effectiveness of therapeutic massage for the reduction of pre-exam anxiety in nursing students" [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/5FZO3F | link |
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| sanzmartos_2024_contraceptive_knowledge | A 17-item right/wrong test of sexuality and contraceptive knowledge, answered by 387 Spanish nursing and physiotherapy undergraduates. Covariates: cov_gender, cov_age, cov_degree, cov_academic_year, cov_religious, cov_lives_with, cov_has_partner, cov_information_source, cov_self_perceived_knowledge. (CC0 1.0) Sanz Martos, S. (2024). Replication Data for: Sexuality and contraceptive knowledge in university students: instrument development and psychometric analysis using item response theory [Dataset]. Harvard Dataverse. | link |
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| sapa_personality | Personality data from the SAPA project (CC0 1.0) Condon, D. M., & Revelle, W. (2015). Selected personality data from the SAPA-Project: 08dec2013 to 26jul2014. Condon, David M.; Revelle, William, 2015, "Selected personality data from the SAPA-Project: 08Dec2013 to 26Jul2014", https://doi.org/10.7910/DVN/SD7SVE, Harvard Dataverse, V4, UNF:6:9B60JNIFXXKXmyLhABjoUA== [fileUNF] | link |
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| saputra_2023_info_quality | 5-item Information Quality (IQ) scale (Likert, observed range 3-5) from a survey on an information-system's effect on job performance (CC BY 4.0) Saputra DEE, Maulida Rahma V, Eliyana A, Pratama AS, Anggraini RD, Kamil NLM, et al. (2023) Do system quality and information quality affect job performance? The mediation role of users' perceptions. PLoS ONE. | link |
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| saputra_2023_job_performance | 9-item Job Performance (JP) scale (Likert, observed range 3-5) from a survey on an information-system's effect on job performance (CC BY 4.0) Saputra DEE, Maulida Rahma V, Eliyana A, Pratama AS, Anggraini RD, Kamil NLM, et al. (2023) Do system quality and information quality affect job performance? The mediation role of users' perceptions. PLoS ONE. | link |
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| saputra_2023_perceived_ease_of_use | 5-item Perceived Ease of Use (PEOU) scale (Likert, observed range 2-5) from a survey on an information-system's effect on job performance (CC BY 4.0) Saputra DEE, Maulida Rahma V, Eliyana A, Pratama AS, Anggraini RD, Kamil NLM, et al. (2023) Do system quality and information quality affect job performance? The mediation role of users' perceptions. PLoS ONE. | link |
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| saputra_2023_perceived_usefulness | 6-item Perceived Usefulness (PU) scale (Likert, observed range 3-5) from a survey on an information-system's effect on job performance (CC BY 4.0) Saputra DEE, Maulida Rahma V, Eliyana A, Pratama AS, Anggraini RD, Kamil NLM, et al. (2023) Do system quality and information quality affect job performance? The mediation role of users' perceptions. PLoS ONE. | link |
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| saputra_2023_system_quality | 5-item System Quality (SQ) scale (Likert, observed range 3-5) from a survey on an information-system's effect on job performance (CC BY 4.0) Saputra DEE, Maulida Rahma V, Eliyana A, Pratama AS, Anggraini RD, Kamil NLM, et al. (2023) Do system quality and information quality affect job performance? The mediation role of users' perceptions. PLoS ONE. | link |
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| saputra_2025_fomo_consumer | Fourteen purchase-journey statements on fear of missing out and the digital consumer experience (stock scarcity, social posting, peer parity, information search, comparison, evaluation, trial, after-sales, word of mouth, recommendation) rated 1-5 by 100 Indonesian Nike consumers, 2024-2025. (CC BY 4.0) Saputra, N. (2025). Dataset of Fear of Missing Out and the Digital Consumer Experience: Gender-Specific Analysis of Digital Moment of Truth [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.15363490 | link |
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| sariyska_2019_dark_triad | The 27-item Short Dark Triad (SD3: Machiavellianism, narcissism, psychopathy) on a 1-5 agree/disagree scale, answered by 444 German-speaking adults in study 2 of a paper on personality and dietary choices. The permitted response set comes from the deposit's own codebook sheet rather than the observed values. (CC BY 4.0) Sariyska, R., Markett, S., Lachmann, B., & Montag, C. (2019). What Does Our Personality Say About Our Dietary Choices? Insights on the Associations Between Dietary Habits, Primary Emotional Systems and the Dark Triad of Personality. Frontiers in Psychology, 10, 2591. | link |
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| sariyska_2019_food_frequency | Ten food-frequency items (honey, fruits, pork, eggs, pasta/noodles, red meat, fish/sea food, vegetables, potatoes, poultry) on a 1-7 never-to-six-times-or-more weekly scale, answered by the same 444 adults. Item text is shipped, parsed from the deposit's own codebook sheet. (CC BY 4.0) Sariyska, R., Markett, S., Lachmann, B., & Montag, C. (2019). What Does Our Personality Say About Our Dietary Choices? Insights on the Associations Between Dietary Habits, Primary Emotional Systems and the Dark Triad of Personality. Frontiers in Psychology, 10, 2591. | link |
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| sasmaz_2026_candidate_selection conjoint · source = "conj" |
Tunisian municipal-election candidates (LECS, April-May 2018; n=1,896 answering) chose which of two hypothetical aspirants they would first invite onto their list (party affiliation, sex, age, background, profession; Arabic text); 3 pairs each, forced choice. (CC0 1.0) Sasmaz, A. (2026). Organizational cohesion and unequal political selection: Evidence from Tunisia's secular-Islamist competition. Perspectives on Politics, 1-23. | link |
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| sat12_wilson_2003 | grade 12 science assessment test (SAT) (GPL-3.0) Wood, R., Wilson, D. T., Gibbons, R. D., Schilling, S. G., Muraki, E., & Bock, R. D. (2003). TESTFACT 4 for Windows: Test Scoring, Item Statistics, and Full-information Item Factor Analysis [Computer software]. Lincolnwood, IL: Scientific Software International. | link |
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| sauerbronn_2025_affective_presence | Leader affective presence: 8 items, how the respondent feels when interacting with the boss (happy, enthusiastic, calm, relaxed; bored, sad, stressed, angry), 1 = not at all to 5 = a great deal. Employees of Brazilian financial institutions (Portuguese administration). N=193. (CC0 1.0) Rammelt Sauerbronn RM, Cavazotte FSCN, Ferreira I (2025). The influence of authentic leadership and interactional justice on the well-being of employees in the financial sector: the role of the leader's affective presence. Review of Business Management (RBGN), 27(4). https://doi.org/10.7819/rbgn.v27i4.4326 | link |
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| sauerbronn_2025_authentic_leadership | Authentic leadership (ALQ; self-awareness, relational transparency, internalized moral perspective, balanced processing): 16 items rating the immediate supervisor, 1 = strongly disagree to 5 = strongly agree. Employees of Brazilian financial institutions (Portuguese administration). N=193. (CC0 1.0) Rammelt Sauerbronn RM, Cavazotte FSCN, Ferreira I (2025). The influence of authentic leadership and interactional justice on the well-being of employees in the financial sector: the role of the leader's affective presence. Review of Business Management (RBGN), 27(4). https://doi.org/10.7819/rbgn.v27i4.4326 | link |
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| sauerbronn_2025_interactional_justice | Interactional justice (interpersonal and informational): 6 items rating the immediate supervisor, six agreement options stored 1-6 (no neutral point). Employees of Brazilian financial institutions (Portuguese administration). N=193. (CC0 1.0) Rammelt Sauerbronn RM, Cavazotte FSCN, Ferreira I (2025). The influence of authentic leadership and interactional justice on the well-being of employees in the financial sector: the role of the leader's affective presence. Review of Business Management (RBGN), 27(4). https://doi.org/10.7819/rbgn.v27i4.4326 | link |
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| sauerbronn_2025_job_satisfaction | Job satisfaction: 4 items, 1 = strongly disagree to 7 = strongly agree. Employees of Brazilian financial institutions (Portuguese administration). N=193. (CC0 1.0) Rammelt Sauerbronn RM, Cavazotte FSCN, Ferreira I (2025). The influence of authentic leadership and interactional justice on the well-being of employees in the financial sector: the role of the leader's affective presence. Review of Business Management (RBGN), 27(4). https://doi.org/10.7819/rbgn.v27i4.4326 | link |
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| sawatzky_2025_mqol_e | McGill Quality of Life Questionnaire - Expanded (23 items incl. global item, 0-10), repeated every two months for 331 home-care patients in a pragmatic RCT in British Columbia. (CC BY 4.0) Sawatzky, R., Schick-Makaroff, K., Ratner, P. A., Kwon, J.-Y., Whitehurst, D. G. T., Öhlén, J., Maybee, A., Stajduhar, K., Zetes-Zanatta, L., & Cohen, S. R. (2025). Did a digital quality of life (QOL) assessment and practice support system in home health care improve the QOL of older adults living with life-limiting conditions and of their family caregivers? A mixed-methods pragmatic randomized controlled trial. PLOS ONE. https://doi.org/10.1371/journal.pone.0320306 | link |
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| sawatzky_2025_qollti_f | Quality of Life in Life-Threatening Illness - Family Carer Version 3 (18 items incl. global item, 0-10), repeated every two months for 111 family caregivers in a pragmatic RCT in British Columbia. (CC BY 4.0) Sawatzky, R., Schick-Makaroff, K., Ratner, P. A., Kwon, J.-Y., Whitehurst, D. G. T., Öhlén, J., Maybee, A., Stajduhar, K., Zetes-Zanatta, L., & Cohen, S. R. (2025). Did a digital quality of life (QOL) assessment and practice support system in home health care improve the QOL of older adults living with life-limiting conditions and of their family caregivers? A mixed-methods pragmatic randomized controlled trial. PLOS ONE. https://doi.org/10.1371/journal.pone.0320306 | link |
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| scarpa_2023_nfm_contracts conjoint · source = "conj" |
Discrete choice experiment: 348 farmers in northern England (2022) chose between two natural flood management contracts (feature type, location, land quality, size, annual payment) or neither; 8 tasks each, choice with opt-out. (OGL (Open Government Licence)) Scarpa, R., Aftab, A., & Leppert, D. J. (2023). Stated choices of hypothetical land management schemes from 348 farmers in the north of England and associated socio-economic covariates, 2022. NERC EDS Environmental Information Data Centre. | link |
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| scarpa_2023_nfm_corridors conjoint · source = "conj" |
Discrete choice experiment: the same 348 northern English farmers chose between two ecological-corridor contracts (feature type, neighbours coordinated with, corridor width, coordination bonus, annual payment per 100 m) or neither; 8 tasks each, choice with opt-out. (OGL (Open Government Licence)) Scarpa, R., Aftab, A., & Leppert, D. J. (2023). Stated choices of hypothetical land management schemes from 348 farmers in the north of England and associated socio-economic covariates, 2022. NERC EDS Environmental Information Data Centre. | link |
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| scattolin_2022_bcq | Body Consciousness Questionnaire, private body consciousness subscale, 5 items (BCQ_1-5), 0-4; N = 1,232 Italian adults pooled over two studies; cov_study, cov_sex, cov_age, cov_education. (CC BY 4.0) Scattolin, M., Panasiti, M. S., & Aglioti, S. M. (2022). Morality in the flesh: on the link between bodily self-consciousness, moral identity and (dis)honest behaviour. Royal Society Open Science, 9(8), 220061. https://doi.org/10.1098/rsos.220061 | link |
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| scattolin_2022_esss | Embodied Sense of Self Scale (Asai et al. 2016), 9 items (ESSS_1-9), 1-5; N = 1,232 Italian adults pooled over two studies; cov_study, cov_sex, cov_age, cov_education. (CC BY 4.0) Scattolin, M., Panasiti, M. S., & Aglioti, S. M. (2022). Morality in the flesh: on the link between bodily self-consciousness, moral identity and (dis)honest behaviour. Royal Society Open Science, 9(8), 220061. https://doi.org/10.1098/rsos.220061 | link |
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| scattolin_2022_mim | Moral Identity Measure (Aquino & Reed 2002), 10 items (MIM_1-10), 1-5; N = 1,232 Italian adults pooled over two studies; cov_study, cov_sex, cov_age, cov_education. (CC BY 4.0) Scattolin, M., Panasiti, M. S., & Aglioti, S. M. (2022). Morality in the flesh: on the link between bodily self-consciousness, moral identity and (dis)honest behaviour. Royal Society Open Science, 9(8), 220061. https://doi.org/10.1098/rsos.220061 | link |
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| scattolin_2022_mis | Monetary Intelligence Scale (Tang et al. 2018), 33 items (MIS_1-33), 1-5; N = 1,232 Italian adults pooled over two studies; cov_study, cov_sex, cov_age, cov_education. (CC BY 4.0) Scattolin, M., Panasiti, M. S., & Aglioti, S. M. (2022). Morality in the flesh: on the link between bodily self-consciousness, moral identity and (dis)honest behaviour. Royal Society Open Science, 9(8), 220061. https://doi.org/10.1098/rsos.220061 | link |
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| scattolin_2022_pmds | Propensity to Morally Disengage Scale (Moore et al. 2012), 8 items (PMDS_1-8), 1-7; N = 1,232 Italian adults pooled over two studies; cov_study, cov_sex, cov_age, cov_education. (CC BY 4.0) Scattolin, M., Panasiti, M. S., & Aglioti, S. M. (2022). Morality in the flesh: on the link between bodily self-consciousness, moral identity and (dis)honest behaviour. Royal Society Open Science, 9(8), 220061. https://doi.org/10.1098/rsos.220061 | link |
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| scattolin_2022_sa | Sense of Agency Scale (Tapal et al. 2017), 11 items (SA_1-11), 1-7; N = 1,232 Italian adults pooled over two studies; cov_study, cov_sex, cov_age, cov_education. (CC BY 4.0) Scattolin, M., Panasiti, M. S., & Aglioti, S. M. (2022). Morality in the flesh: on the link between bodily self-consciousness, moral identity and (dis)honest behaviour. Royal Society Open Science, 9(8), 220061. https://doi.org/10.1098/rsos.220061 | link |
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| scattolin_2022_sop | Sense of Power Scale (Anderson, John & Keltner 2012), 8 items (SoP_1-8), 1-7; N = 1,232 Italian adults pooled over two studies; cov_study, cov_sex, cov_age, cov_education. (CC BY 4.0) Scattolin, M., Panasiti, M. S., & Aglioti, S. M. (2022). Morality in the flesh: on the link between bodily self-consciousness, moral identity and (dis)honest behaviour. Royal Society Open Science, 9(8), 220061. https://doi.org/10.1098/rsos.220061 | link |
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| schaap_2022_ai_agency_dating conjoint · source = "conj" |
UK Prolific adults (n=210) each read one vignette (Study 3) describing an online-dating matchmaking offer from a human expert and from an algorithm, with each agent's benefit (match accuracy 75% or 95%) and decisional control (decision made for you vs final say) randomized in a 2x2x2x2 between-subjects design; outcomes are a 1-7 relative preference (expert to algorithm) and a binary expert/algorithm pick. (CC BY 4.0) Schaap, G., Bosse, T., & Hendriks Vettehen, P. (2022). How much for your agency? Users trade off decisional control and optimal outcomes in choosing between AI and human decision-makers [Conference paper]. 72nd Annual Conference of the International Communication Association, Paris, France. | link |
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| schaap_2022_ai_agency_stocks conjoint · source = "conj" |
UK Prolific adults (n=211) each read one vignette (Study 1) describing a stock-investment assistance offer from a human expert and from an algorithm, with each agent's benefit (estimated profit 3% or 21% return) and decisional control (decision made for you vs final say) randomized in a 2x2x2x2 between-subjects design; outcomes are a 1-7 relative preference (expert to algorithm) and a binary expert/algorithm pick. (CC BY 4.0) Schaap, G., Bosse, T., & Hendriks Vettehen, P. (2022). How much for your agency? Users trade off decisional control and optimal outcomes in choosing between AI and human decision-makers [Conference paper]. 72nd Annual Conference of the International Communication Association, Paris, France. | link |
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| schaap_2023_ai_agency_incentivized conjoint · source = "conj" |
UK Prolific adults (n=210, June 2023) each read one incentivized vignette offering to invest a real GBP 1 through a human expert or an algorithm, with each agent's estimated profit (3% or 21%) and decisional control (automatic vs final say) randomized in a 2x2x2x2 between-subjects design; outcomes are the expert/algorithm pick, a 1-7 relative preference, and a buy/abort decision for those who picked an agent offering control. (CC BY 4.0) Schaap, G., Bosse, T., & Hendriks Vettehen, P. (2023). How users trade off agency and benefits in accepting AI vs human decision-makers. Part 2: Direct choice - incentivized interaction [Data set]. OSF. | link |
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| schaap_2025_cbi_s | 19-item Copenhagen Burnout Inventory adapted for students (CBI-S), 1-5, from 1,938 South African students. (CC BY 4.0) Schaap, P., & Reynell van der Ross, M. (2025). The Dimensionality of the 19-item Copenhagen Burnout Inventory Adapted for Students. figshare. | link |
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| schaap_2026_cbi | Copenhagen Burnout Inventory, student adaptation, 19 items, 1-5 (1 = always/very high degree .. 5 = never/very low degree, so higher = less burnout). 1,938 South African undergraduates. No covariates: the deposit's demographics were deliberately shuffled and separated from the item rows. (CC BY 4.0) Schaap P, van der Ross MR (2026). The Dimensionality of the 19-Item Copenhagen Burnout Inventory Adapted for Students: A Bifactor Penalised SEM Analysis. Behavioral Sciences 16:1723. https://doi.org/10.3390/bs16101723 | link |
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| schaap_2026_study_demands | Study Demands and Resources Scale, Study Demands subscale, 5 items, 1-4 (never .. always). 1,938 South African undergraduates. No covariates: the deposit's demographics were deliberately shuffled and separated from the item rows. (CC BY 4.0) Schaap P, van der Ross MR (2026). The Dimensionality of the 19-Item Copenhagen Burnout Inventory Adapted for Students: A Bifactor Penalised SEM Analysis. Behavioral Sciences 16:1723. https://doi.org/10.3390/bs16101723 | link |
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| schaap_2026_study_resources | Study Demands and Resources Scale, Study Resources (growth, peer support, lecturer support, information accessibility), 18 items, 1-4 (never .. always). 1,938 South African undergraduates. No covariates: the deposit's demographics were deliberately shuffled and separated from the item rows. (CC BY 4.0) Schaap P, van der Ross MR (2026). The Dimensionality of the 19-Item Copenhagen Burnout Inventory Adapted for Students: A Bifactor Penalised SEM Analysis. Behavioral Sciences 16:1723. https://doi.org/10.3390/bs16101723 | link |
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| schadelbauer_2023_ati | Affinity for Technology Interaction scale, 9 items (1-6), from 366 respondents in Austria/Germany. (CC BY 4.0) Schadelbauer, L., Schlogl, S., & Groth, A. (2023). DATA: Linking personality and trust in intelligent virtual assistants. Zenodo. | link |
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| schadelbauer_2023_bfi | Big Five short-form personality inventory, 11 items (1-5), from 367 respondents in Austria/Germany. (CC BY 4.0) Schadelbauer, L., Schlogl, S., & Groth, A. (2023). DATA: Linking personality and trust in intelligent virtual assistants. Zenodo. | link |
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| schadelbauer_2023_tech_trust | Propensity to trust technology (trusting stance and faith in general technology), 7 items (1-5), from 366 respondents in Austria/Germany. (CC BY 4.0) Schadelbauer, L., Schlogl, S., & Groth, A. (2023). DATA: Linking personality and trust in intelligent virtual assistants. Zenodo. | link |
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| schadelbauer_2023_va_system_trust | Virtual-assistant system trust: functionality, reliability and helpfulness, 11 items (1-5), from 138 virtual-assistant users in Austria/Germany. (CC BY 4.0) Schadelbauer, L., Schlogl, S., & Groth, A. (2023). DATA: Linking personality and trust in intelligent virtual assistants. Zenodo. | link |
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| schadelbauer_2023_va_trust | Trust in virtual assistants (institution-based trust and trusting beliefs), 8 items (1-5), from 138 virtual-assistant users in Austria/Germany. (CC BY 4.0) Schadelbauer, L., Schlogl, S., & Groth, A. (2023). DATA: Linking personality and trust in intelligent virtual assistants. Zenodo. | link |
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| schafer_2016_music_effects | 3-item music-listening effects rating (1-10 scale) across repeated diary episodes (wave), n=121 (CC BY 4.0) Schafer T, et al (2016). The Goals and Effects of Music Listening and Their Relationship to the Strength of Music Preference. PLOS ONE. | link |
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| schafer_2016_music_goals | 3-item music-listening goals rating (1-10 scale) across repeated diary episodes (wave), n=121 (CC BY 4.0) Schafer T, et al (2016). The Goals and Effects of Music Listening and Their Relationship to the Strength of Music Preference. PLOS ONE. | link |
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| schalet_2016_bai | Beck Anxiety Inventory (BAI, 21 items, 0-3, intake + week-8 waves), paroxetine-vs-placebo RCT for depression, N=179 (treat: 1=paroxetine, 0=placebo). (CC BY 4.0) Schalet BD, Tang TZ, DeRubeis RJ, Hollon SD, Amsterdam JD, Shelton RC (2016). Specific Pharmacological Effects of Paroxetine Comprise Psychological but Not Somatic Symptoms of Depression. PLOS ONE 11(9):e0159647. | link |
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| schalet_2016_hrsa | Hamilton Rating Scale for Anxiety (HRSA, 14 items, intake + week-8 waves), paroxetine-vs-placebo RCT for depression, N=180 (treat: 1=paroxetine, 0=placebo). (CC BY 4.0) Schalet BD, Tang TZ, DeRubeis RJ, Hollon SD, Amsterdam JD, Shelton RC (2016). Specific Pharmacological Effects of Paroxetine Comprise Psychological but Not Somatic Symptoms of Depression. PLOS ONE 11(9):e0159647. | link |
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| schalet_2016_hrsd | Hamilton Rating Scale for Depression (HRSD, up to 30 items across intake/week-8 waves), paroxetine-vs-placebo RCT for depression, N=180 (treat: 1=paroxetine, 0=placebo). (CC BY 4.0) Schalet BD, Tang TZ, DeRubeis RJ, Hollon SD, Amsterdam JD, Shelton RC (2016). Specific Pharmacological Effects of Paroxetine Comprise Psychological but Not Somatic Symptoms of Depression. PLOS ONE 11(9):e0159647. | link |
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| scharbert_2024_esm_affect | Momentary affect in a 4-week experience sampling study across Europe and beyond during the outbreak of the war in Ukraine (January-April 2022): six items, I felt angry / anxious / sad / happy / excited / relaxed, 1 (not agree at all) to 6 (agree completely), four random surveys a day. 2,783 people from 90 countries of residence. wave is each person's report number in file order (no time of day is recorded; order across days is certain, order within a day is assumed); date is the report's calendar date (Unix seconds, 00:00 UTC). Covariates: cov_country, cov_gender, cov_age. (CC BY 4.0) Scharbert, J., Humberg, S., Kroencke, L., Reiter, T., Sakel, S., ter Horst, J., ... Back, M. D. (2024). Psychological well-being in Europe after the outbreak of war in Ukraine. Nature Communications, 15, 1202. | link |
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| scheerhagen_2019_reproq | ReproQ client-experience questionnaire for maternity care (WHO responsiveness domains: dignity, autonomy, confidentiality, communication, prompt attention, social consideration, basic amenities, choice), 1 (never) to 4 (always). Antenatal questionnaire on the pregnancy phase (wave 1) and postnatal questionnaire on the birth and postnatal phases (wave 2); 88 phase-specific items. Women receiving care in Dutch perinatal units (Dutch administration). N=13111 (6343 antenatal, 9538 postnatal, 2770 both). (CC BY 4.0) Scheerhagen M, van Stel HF, Franx A, Birnie E, Bonsel GJ (2019). The discriminative power of the ReproQ: a client experience questionnaire in maternity care. PeerJ, 7, e7575. https://doi.org/10.7717/peerj.7575 | link |
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| schick_2026_hazard_adaptation conjoint · source = "conj" |
923 Swiss residents (Bilendi online panel, May 2025) chose between 2 natural-hazard adaptation cost-sharing policies in 6 tasks (who bears the costs, exemptions, which municipalities are protected) and rated each option's acceptability 1-6; attribute text as displayed in German, French, Italian or English. (CC BY-NC 4.0) Schick, V., Metz, F., Joon, K., Hanger-Kopp, S., & Lieberherr, E. (2026). Distributive preferences in natural hazard adaptation [Data set]. Zenodo. | link |
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| schillemans_2025_accountability conjoint · source = "conj" |
Paired conjoint on nonpunitive accountability demands: 385 leaders of Danish government agencies and educational institutions (2020) chose which of two demands to prioritize in up to two pairs (one from a principal, one from stakeholders), with demands varying setting, past experience, wording, consequences and timing; outcome is a forced choice. (CC BY-NC 4.0) Schillemans, T., & Aleksovska, M. (2025). Making nonpunitive accountability matter: Exploring behavioral effects of nonpunitive accountability in a conjoint experiment. Public Administration. | link |
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| schmid_2024_peacebuilding_colombia conjoint · source = "conj" |
Colombian adults (Netquest online panel, July 2021) chose between two fictitious forest-conservation projects in a former FARC-affected area, described by seven present/absent peacebuilding components, in 3 tasks; 1,504 respondents. Attributes are stored as the deposit's 0/1 codes. (CC BY 4.0) Schmid, D., & Vlaskamp, M. C. (2024). Public preferences of environmental peacebuilding: The case of forest conservation projects in Colombia. Environment and Security, 2(4), 568-598. | link |
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| schmidt_2017_fas | Family Affluence Scale II (FAS II), 4 raw items (car ownership, own bedroom, family holidays, computers), response range genuinely varies by item (0-2 to 0-3, per the paper's Methods). N=236 children, same sample as schmidt_2017_pds. (CC BY 4.0) Schmidt M, Egger F, Benzing V, Jaeger K, Conzelmann A, Roebers CM, et al. (2017) Disentangling the relationship between children's motor ability, executive function and academic achievement. PLoS ONE 12(8):e0182845. | link |
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| schmidt_2017_pds | German version of the Pubertal Development Scale (PDS), 3 raw items, 1-4 scale. N=232 children. (CC BY 4.0) Schmidt M, Egger F, Benzing V, Jaeger K, Conzelmann A, Roebers CM, et al. (2017) Disentangling the relationship between children's motor ability, executive function and academic achievement. PLoS ONE 12(8):e0182845. | link |
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| schoen_2007_neoffi | NEO-FFI, 60 items, 1-5; N = 2,503 German adults (2002 survey); cov_gender, cov_age, cov_education, cov_region_1989. (CC0 1.0) Schoen, H. (2007). Personality Traits and Foreign Policy Attitudes in German Public Opinion. Journal of Conflict Resolution, 51, 408-430. Data: https://doi.org/10.7910/DVN/26506 | link |
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| schoen_2019_to_2022_mkt | Mathematical Knowledge for Teaching Test (CC BY 4.0) Schoen, R. C., Bray, W., Wolfe, C., Tazaz, A., & Nielsen, L. (2017). Developing an assessment instrument to measure early elementary teachers’ mathematical knowledge for teaching. The Elementary School Journal, 118(1), 55–81. | link |
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| schoen_2021_bmtl_factsfirst | Facts First subscale of the Beliefs about Mathematics Teaching and Learning (B-MTL) assessment: 5 items on a five-point agreement scale. 1,347 Florida educators, spring 2021. 6,735 responses. (CC BY 4.0) Schoen, R. C., Guven, A., Solmaz, G., & Tazaz, A. M. (2022). Psychometric report for the Beliefs about Mathematics Teaching and Learning (B-MTL) assessment in 2021. Florida State University, Learning Systems Institute. https://doi.org/10.17605/OSF.IO/NKBT9 | link |
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| schoen_2021_bmtl_fip | Fixed Instructional Plan subscale of the Beliefs about Mathematics Teaching and Learning (B-MTL) assessment: 5 items on a five-point agreement scale. 1,347 Florida educators, spring 2021. 6,735 responses. (CC BY 4.0) Schoen, R. C., Guven, A., Solmaz, G., & Tazaz, A. M. (2022). Psychometric report for the Beliefs about Mathematics Teaching and Learning (B-MTL) assessment in 2021. Florida State University, Learning Systems Institute. https://doi.org/10.17605/OSF.IO/NKBT9 | link |
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| schoen_2021_bmtl_transmissionist | Transmissionist subscale of the Beliefs about Mathematics Teaching and Learning (B-MTL) assessment: 11 items on a five-point agreement scale. 1,347 Florida educators, spring 2021. 14,817 responses. (CC BY 4.0) Schoen, R. C., Guven, A., Solmaz, G., & Tazaz, A. M. (2022). Psychometric report for the Beliefs about Mathematics Teaching and Learning (B-MTL) assessment in 2021. Florida State University, Learning Systems Institute. https://doi.org/10.17605/OSF.IO/NKBT9 | link |
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| schoepp2022_test_anxiety | Polish adaptation of the Online Test Anxiety Inventory (OTAI), 18 items, 0-3 Likert, N=130 (CC BY 4.0) Schoepp, P., Góra, P., Hrymchak, Y., Mazur, J., Surowski, M., Traczyk, J., & Sobkow, A. (2022). Polish Adaptation of the Online Test Anxiety Inventory (OTAI). OSF. | link |
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| scholten_2025_military_action conjoint · source = "conj" |
U.S. adults (Lucid, n=984) and U.S. State Department employees (n=147), Feb-Jun 2023, compared 6 pairs of hypothetical countries (reason, regime, religion, U.S. ally, military capability, trade), choosing against which military action is more justified and rating each 0-10. (CC0 1.0) Scholten, M., & Zhirkov, K. (2026). Public and expert preferences in survey experiments in foreign policy: Evidence from parallel conjoint analyses. Political Science Research and Methods, 14, 1011-1018. | link |
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| scholten_2025_return_migrants conjoint · source = "conj" |
Colombian adults (Netquest online panel, Feb-Mar 2024; n=1,642, 1,572 completing all tasks) compared 6 pairs of hypothetical Colombians abroad wishing to return, described by intended employment, savings, political ambition and country of return; outcomes are a forced choice and a 0-10 favourability rating of each. (CC0 1.0) Scholten, M. (2025). The prodigal child returns? Attitudes towards return migration in a developing economy. International Studies Quarterly, 69(2), sqaf041. | link |
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| schoneberg_2022_prrsv_elisa | Six commercial ELISA kits for porcine reproductive and respiratory syndrome virus antibody, each applied to the same 812 pig serum samples from 24 farms in 13 districts of southeast Germany. THE ITEMS ARE DIAGNOSTIC TESTS AND THE RESPONDENTS ARE PIGS: id is the serum sample, item is the ELISA kit, resp is 0/1. Test1 = PRRS X3 (Idexx), Test2 = pigtyp PRRSV Ab (Indical), Test3 = ID Screen PRRS indirect (IDVet), Test4 = Ingezim PRRS 2.0 (Ingenasa), Test5 = Ingezim PRRS universal (Ingenasa), Test6 = PrioCHECK (ThermoFisher), in the article's own order; the item codes keep the deposit's Test1..Test6. Positivity runs 57.4% to 77.4% across the six kits, i.e. the six items differ in difficulty. The article's analysis is a latent class model of six conditionally dependent binary indicators with NO GOLD STANDARD, which is the same object an IRT model is. 0 = negative and 1 = positive is the obvious reading but is NOT confirmed in the article's readable text, which says only that the tests return positive/negative and that the model's response values are 0 and 1. Six cells (all Test6) are missing and dropped. Covariates: farm (24), the herd's vaccination/infection category as the deposit's own German labels ('frei', 'ungeimpft', 'inf/ungeimpft', 'EU P', 'EU RF', 'US', 'US x EU U'; 32 rows blank), and animal group ('AF' weaned piglets, 'JS' gilts, and '1./2.', '3./4.', '5./6.' for sows by parity), which matches the paper's stated design of ten weaned piglets, six gilts and 18 sows per farm. (CC BY 4.0) Schoneberg C, Bottcher J, Janowetz B, Rostalski A, Kreienbrock L, Campe A (2022). An intercomparison study of ELISAs for the detection of porcine reproductive and respiratory syndrome virus - evaluating six conditionally dependent tests. PLOS ONE 17(1): e0262944. | link |
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| schoultz_2022_pfa_wellbeing | Psychological First Aid element items: in the last month I have felt safe / calm / hopeful / connected to people / I can accomplish things, 5 items, 1 never .. 5 very often. 388 staff of UK care, nursing and residential homes, online survey. Covariates: UK nation, age group, gender, ethnicity, education, PFA training completed. (CC0 1.0) Schoultz M, McGrogan C, Beattie M, et al. (2022). Uptake and effects of psychological first aid training for healthcare workers' wellbeing in nursing homes: A UK national survey. PLOS ONE 17(11): e0277062. | link |
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| schroeder_2025_vp_nominee conjoint · source = "conj" |
US Prolific respondents (n = 599) chose between pairs of hypothetical vice-presidential candidates with randomized race, gender, ideology, region and political experience (up to 5 tasks; task 2 was the same fixed pair for everyone). (CC0 1.0) Schroeder, E., & Campos, A. (2025). The influence of candidate traits on vice presidential nominee preference. Politics, Groups, and Identities. | link |
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| schroeter_2015_ecrr | Experiences in Close Relationships-Revised, German version (ECR-RD, 36 items, 1-7) for 168 German outpatients with medically unexplained musculoskeletal pain or osteoarthritis. (CC BY 4.0) Schroeter, C., Ehrenthal, J. C., Giulini, M., Neubauer, E., Gantz, S., Amelung, D., Balke, D., & Schiltenwolf, M. (2015). Attachment, Symptom Severity, and Depression in Medically Unexplained Musculoskeletal Pain and Osteoarthritis: A Cross-Sectional Study. PLOS ONE, 10(3), e0119052. https://doi.org/10.1371/journal.pone.0119052 | link |
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| schroeter_2015_ffbhr | Hannover Functional Ability Questionnaire for back pain (FFbH-R, 12 items, 1 yes / 2 yes with difficulty / 3 no) for 171 German outpatients with medically unexplained musculoskeletal pain or osteoarthritis. (CC BY 4.0) Schroeter, C., Ehrenthal, J. C., Giulini, M., Neubauer, E., Gantz, S., Amelung, D., Balke, D., & Schiltenwolf, M. (2015). Attachment, Symptom Severity, and Depression in Medically Unexplained Musculoskeletal Pain and Osteoarthritis: A Cross-Sectional Study. PLOS ONE, 10(3), e0119052. https://doi.org/10.1371/journal.pone.0119052 | link |
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| schroeter_2015_hads | Hospital Anxiety and Depression Scale, German version (HADS, 14 items, 0-3) for 174 German outpatients with medically unexplained musculoskeletal pain or osteoarthritis. (CC BY 4.0) Schroeter, C., Ehrenthal, J. C., Giulini, M., Neubauer, E., Gantz, S., Amelung, D., Balke, D., & Schiltenwolf, M. (2015). Attachment, Symptom Severity, and Depression in Medically Unexplained Musculoskeletal Pain and Osteoarthritis: A Cross-Sectional Study. PLOS ONE, 10(3), e0119052. https://doi.org/10.1371/journal.pone.0119052 | link |
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| schroeter_2015_rq | Relationship Questionnaire (RQ-2, ratings of 4 attachment prototypes, 7-point stored 0-6) for 172 German outpatients with medically unexplained musculoskeletal pain or osteoarthritis. (CC BY 4.0) Schroeter, C., Ehrenthal, J. C., Giulini, M., Neubauer, E., Gantz, S., Amelung, D., Balke, D., & Schiltenwolf, M. (2015). Attachment, Symptom Severity, and Depression in Medically Unexplained Musculoskeletal Pain and Osteoarthritis: A Cross-Sectional Study. PLOS ONE, 10(3), e0119052. https://doi.org/10.1371/journal.pone.0119052 | link |
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| schuler_2024_gender_clientelism conjoint · source = "conj" |
Vietnamese adults in the 2022 PAPI face-to-face survey (n = 5,890 with a vote) chose which of two hypothetical National Assembly candidates they would vote for, varying age, sex, education, party membership, whom the candidate benefits and kinship, after a randomized control, honesty or clientelism prime. (CC0 1.0) Schuler, P. (2024). Gender and clientelism: Do expectations of patronage penalize women candidates in legislative elections? Comparative Political Studies, 57(14), 2348-2375. | link |
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| schulz_2020_housework_sharing conjoint · source = "conj" |
1,119 German women and men (2016 online panel) each rated 4 vignettes of a couple varying marital status, children, both partners' employment, the woman's income and her relative contribution, saying who should do total, routine and non-routine housework (1 = woman alone ... 7 = man alone). (CC BY 4.0) Schulz, F. (2020). Attitudes towards sharing housework in context: An empirical, factorial survey approach. Journal of Family Research. | link |
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| schwartz_2020_audience_costs_mturk conjoint · source = "conj" |
Factorial vignette experiment in which 1,607 US respondents (MTurk pilot) read one crisis scenario varying the US president's gender (via name) and party, the attacking country's leader's gender, and whether the president stayed out, threatened and backed down, or threatened and engaged; outcomes are disapproval of the president (1-7) and two post-treatment perceptions. (CC0 1.0) Schwartz, J. A., & Blair, C. W. (2020). Do women make more credible threats? Gender stereotypes, audience costs, and crisis bargaining. International Organization, 74(4), 872-895. | link |
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| schwartz_2020_audience_costs_tess conjoint · source = "conj" |
Factorial vignette experiment in which 2,341 US respondents (TESS) read one crisis scenario varying the US president's gender (via name) and party, the attacking country's leader's gender, and whether the president stayed out, threatened and backed down, or threatened and engaged; outcomes are disapproval of the president (1-7) and two post-treatment perceptions. (CC0 1.0) Schwartz, J. A., & Blair, C. W. (2020). Do women make more credible threats? Gender stereotypes, audience costs, and crisis bargaining. International Organization, 74(4), 872-895. | link |
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| schwoerer_2022_salmon_permits conjoint · source = "conj" |
Discrete choice experiment: Gulf of Alaska commercial salmon permit holders chose among two described salmon fisheries (species, harvest, fish weight, price, algal blooms and jellyfish), waiting out a year, selling the permit, or none. N = 462 permit holders (2022), 12 tasks each (10 after dropping two fixed tasks); choice with opt-outs. (CC BY 4.0) Schwoerer, T. (2022). A discrete choice survey with Gulf of Alaska commercial salmon permit holders conducted in 2022. NSF Arctic Data Center. | link |
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| science_ltm | Attitude to science and technology (GPL-3.0) Karlheinz, R. and Melich, A. (1992) Euro-Barometer 38.1: Consumer Protection and Perceptions of Science and Technology. INRA (Europe), Brussels. [computer file] | link |
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| scoliosis_dueber | Scoliosis Quality of Life Index (CC BY 4.0) Dueber, D. M., & Toland, M. D. (2023). A bifactor approach to subscore assessment. Psychological Methods, 28(1), 222–241. https://doi.org/10.1037/met0000459 | link |
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| scottbuechler_2024_dac_siting conjoint · source = "conj" |
1,195 US adults (national online survey, January 2023; the authors' cleaned sample) chose between two plans for a direct air capture facility sited in their community in 13 tasks, varying funding source, owner, energy source, community involvement, CO2 storage, share of costs reinvested locally and job creation. (CC0 1.0) Scott-Buechler, C., Cain, B., Osman, K., Ardoin, N., Fraser, C., Adcox, G., Polk, E., & Jackson, R. B. (2024). Communities conditionally support deployment of direct air capture for carbon dioxide removal in the United States. Communications Earth & Environment, 5. | link |
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| scs_2025_cfaclinic | The short form (SCS-SF) of Self-Compassion Scale for clinical population (CC BY 4.0) Büyüköksüz, E., Tekin, I., Arıkan, S., İlkay, Ş., & Erözkan, A. (2025). Psychometric validation and measurement invariance of the self-compassion scale-short form (SCS-SF) across gender, clinical population, and cultures. BMC psychology, 13(1), 716. | link |
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| scs_2025_cfanonclinic | The short form (SCS-SF) of Self-Compassion Scale for general population (CC BY 4.0) Büyüköksüz, E., Tekin, I., Arıkan, S., İlkay, Ş., & Erözkan, A. (2025). Psychometric validation and measurement invariance of the self-compassion scale-short form (SCS-SF) across gender, clinical population, and cultures. BMC psychology, 13(1), 716. | link |
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| scs_2025_cfausatr | The short form (SCS-SF) of Self-Compassion Scale for american turkish population (CC BY 4.0) Büyüköksüz, E., Tekin, I., Arıkan, S., İlkay, Ş., & Erözkan, A. (2025). Psychometric validation and measurement invariance of the self-compassion scale-short form (SCS-SF) across gender, clinical population, and cultures. BMC psychology, 13(1), 716. | link |
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| sd3ypl_klimczak_2019_bfq | The Big Five traits were measured by means of the Polish version of the Big Five Questionnaire – Children (CC BY 4.0) Klimczak, Agnieszka, and Turska, Dorota. Short Dark Triad for Youth (SD3-Y-PL) Scale: Adaptation and Structure Investigation among Polish Adolescents . Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2019-11-29. https://doi.org/10.3886/E115821V2 | link |
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| sd3ypl_klimczak_2019_bpqa | Aggression was assessed by means of the Polish version of the Buss Perry Aggression Questionnaire (CC BY 4.0) Klimczak, Agnieszka, and Turska, Dorota. Short Dark Triad for Youth (SD3-Y-PL) Scale: Adaptation and Structure Investigation among Polish Adolescents . Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2019-11-29. https://doi.org/10.3886/E115821V2 | link |
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| sd3ypl_klimczak_2019_sd3 | Dark Triad traits were assessed with the Short Dark Triad for Youth scale. The questionnaire comprised 26 items (7 to measure psychopathy, 8 to measure Machiavellianism, and 9 to measure narcissism) (CC BY 4.0) Klimczak, Agnieszka, and Turska, Dorota. Short Dark Triad for Youth (SD3-Y-PL) Scale: Adaptation and Structure Investigation among Polish Adolescents . Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2019-11-29. https://doi.org/10.3886/E115821V2 | link |
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| sd3ypl_klimczak_2019_ses | Self-esteem was measured by means of the Polish version of Rosenberg's Self-Esteem Scale (CC BY 4.0) Klimczak, Agnieszka, and Turska, Dorota. Short Dark Triad for Youth (SD3-Y-PL) Scale: Adaptation and Structure Investigation among Polish Adolescents . Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor], 2019-11-29. https://doi.org/10.3886/E115821V2 | link |
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| sd4_silvia_2025 | Item-level responses from the Short Dark Tetrad (SD4), assessing four socially aversive traits: Machiavellianism, Narcissism, Psychopathy, and Sadism. (CC BY 4.0) Silvia, Paul & Burnett, Meriel. (2025). Brief Assessment of the Triarchic Model of Psychopathy: Evaluating the Short TriPM Scales with Exploratory Graph Analysis and Item Response Theory. 10.31234/osf.io/uy9gb_v1. | link |
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| sds | Item responses from the Symptom Distress Scale (GPL-3.0) Ramsay J (2023). _TestGardener: Optimal Analysis of Test and Rating Scale Data_. R package version 3.1.4, < cran.r-project.org package="TestGardener">. | link |
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| secen_2026_refugee_cities_de conjoint · source = "conj" |
Arabic-speaking refugees and migrants in Germany (online Qualtrics survey in Arabic, August 2024, n = 735) chose in up to 5 tasks which of two cities they would prefer to move to, cities varying in jobs, number of refugees, local institutional benefits, local population and mayor hostility, and family ties. (CC0 1.0) Secen, S., Ozturk, S., & Ozturk, A. (2026). Fearing not belonging: How local attitudes and policies shape refugees' destination preferences. Political Behavior. | link |
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| secen_2026_refugee_cities_tr conjoint · source = "conj" |
Arabic-speaking refugees and migrants in Turkey (online Qualtrics survey in Arabic, August 2024, n = 4,322) chose in up to 5 tasks which of two cities they would prefer to move to, cities varying in jobs, number of refugees, local institutional benefits, local population and mayor hostility, and family ties. (CC0 1.0) Secen, S., Ozturk, S., & Ozturk, A. (2026). Fearing not belonging: How local attitudes and policies shape refugees' destination preferences. Political Behavior. | link |
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| segovia_2020_candidate_emotions conjoint · source = "conj" |
Adults in Chile (probability sample interviewed face to face, May-June 2019; 1,542 of 1,800 answering) chose between 5 pairs of hypothetical presidential candidates varying in coalition, gender, age, positions on same-sex marriage and free university, and the emotions the candidate expresses about the country's past (pride/anger) and future (fear/optimism). (CC0 1.0) Segovia, C. (2021). Decidiendo por quién votar. Evidencia experimental del efecto de las emociones en el voto. Colombia Internacional, 107, 3-28. | link |
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| seitz_2024_artist_vaccine_job conjoint · source = "conj" |
654 German respondents in arts and culture each read one hypothetical choice vignette (vaccine immunity 50/70/90% x outside job paying the same or 20% less) and decided between resuming artistic work with vaccination or taking a secure job outside culture. Outcome: that decision (1/2). (CC0 1.0) Seitz, M., Frick, U., Tallon, M., Gotthardt, K. A., & Rakoczy, K. (2024). Career decisions in artistic professions during the COVID-19 pandemic in Germany: An experimental study. Humanities and Social Sciences Communications, 11, 512. | link |
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| sejna_2025_academic_self_concept | Academic self-concept (AS01-09), multidimensional school well-being questionnaire after the Dutch Schoolvragenlijst; 9 items, 1-5; 740 lower-secondary school students aged 13-15; covariates: cov_sex, cov_grade. (CC BY 4.0) Sejna, E. (2025). School-Related Social Anxiety (SAQ-C), Academic Self-Concept, and Social Integration [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17696018 | link |
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| sejna_2025_saqc | Social Anxiety Questionnaire for Children (SAQ-C; Caballo et al.), two school-relevant subscales: speaking with teachers (SA01-04) and criticism & embarrassment (SA05-08); 8 items, 1-4 observed (record: 5-point); 740 lower-secondary school students aged 13-15; covariates: cov_sex, cov_grade. (CC BY 4.0) Sejna, E. (2025). School-Related Social Anxiety (SAQ-C), Academic Self-Concept, and Social Integration [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17696018 | link |
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| sejna_2025_social_integration | Social integration among peers (SI01-10), multidimensional school well-being questionnaire after the Dutch Schoolvragenlijst; 10 items, 1-5; 736 lower-secondary school students aged 13-15; covariates: cov_sex, cov_grade. (CC BY 4.0) Sejna, E. (2025). School-Related Social Anxiety (SAQ-C), Academic Self-Concept, and Social Integration [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17696018 | link |
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| sekowski_2023_ada | Attachment disorganization (ADA), 9 items. 498 adults. Covariates: age, gender, education. (CC0 1.0) Sekowski, Marcin (2023). Attachment disorganization, anxiety and avoidance [dataset]. Harvard Dataverse. | link |
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| sekowski_2023_phq9 | Patient Health Questionnaire (PHQ-9), 9 items, 0-3. 496 adults. Covariates: age, gender, education. (CC0 1.0) Sekowski, Marcin (2023). Attachment disorganization, anxiety and avoidance [dataset]. Harvard Dataverse. | link |
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| sekowski_2023_rfq8 | Reflective Functioning Questionnaire (RFQ-8), 8 items; item 7 stored raw. 498 adults. Covariates: age, gender, education. (CC0 1.0) Sekowski, Marcin (2023). Attachment disorganization, anxiety and avoidance [dataset]. Harvard Dataverse. | link |
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| sekowski_2025_mast | Multi-Attitude Suicide Tendency Scale, 30 items on a 1-5 scale, Polish sample. 18,210 responses from 607 respondents on 30 items. (CC0 1.0) Sekowski, M. (2025). Dataset for: A 12-item version of the Multi-Attitude Suicide Tendency Scale [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/HXI9SZ | link |
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| sekowski_2025_pies | PIES, 24 items on a 1-5 scale, Polish sample. 14,568 responses from 607 respondents on 24 items. (CC0 1.0) Sekowski, M. (2025). Dataset for: A 12-item version of the Multi-Attitude Suicide Tendency Scale [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/HXI9SZ | link |
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| sel_marca_2025_estudantes | Evaluating a Brief Self-Report Measure of Social-Emotional Learning and Risk Correlates Among Brazilian Students (Permission via Email) De Marca, R., Anunciacao, L., Marques, L., & Gomes, A. B. (2026, February 7). Genios 2024 - Larga Escala. Retrieved from osf.io/hcaqv | link |
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| sel_marca_2025_familiares | Evaluating a Brief Self-Report Measure of Social-Emotional Learning and Risk Correlates Among Brazilian Students (Permission via Email) De Marca, R., Anunciacao, L., Marques, L., & Gomes, A. B. (2026, February 7). Genios 2024 - Larga Escala. Retrieved from osf.io/hcaqv | link |
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| sel_marca_2025_professores | Evaluating a Brief Self-Report Measure of Social-Emotional Learning and Risk Correlates Among Brazilian Students (Permission via Email) De Marca, R., Anunciacao, L., Marques, L., & Gomes, A. B. (2026, February 7). Genios 2024 - Larga Escala. Retrieved from osf.io/hcaqv | link |
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| selfcompassionscale_shortform_fuochi_2025 | A 12-item scale measuring self-compassion on a 5-point Likert scale (1 to 5). (CC BY 4.0) Fuochi, G., Voci, A., & Moè, A. (2025). Quick Self-Compassion: Italian validation, network analysis, item response theory analysis, and correlates of the Self-Compassion Scale short form. Mindfulness. https://doi.org/10.1007/s12671-025-02516-9 | link |
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| selm_2019_climate_knowledge | 3-item survey block (drought experience, disaster experience, self-rated climate-change knowledge), 1-5 scale, US survey respondents (CC BY 4.0) Selm KR, Peterson MN, Hess GR, Beck SM, McHale MR (2019) Educational attainment predicts negative perceptions women have of their own climate change knowledge. PLoS ONE. | link |
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| sem_cnes | Responses to 1997 Canadian National Election Study regarding 'traditional values' (GPL-3.0) Fox, J. (2006) Structural equation modeling with the sem package in R. Structural Equation Modeling 13:465–486. | link |
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| semeval2013_scientsbank_nom nominal · source = "nom" |
SemEval-2013 Task 7 SciEntsBank: grade 3-6 students' written answers to FOSS/ASK science assessment questions, 3,026 students x 195 questions (sparse); text = graders' 5-way accuracy label (correct / partially_correct_incomplete / contradictory / irrelevant / non_domain), resp = 1 if correct, answer_text = the student's answer. (CC BY-SA 3.0) Dzikovska, M. O., Nielsen, R., Brew, C., Leacock, C., Giampiccolo, D., Bentivogli, L., Clark, P., Dagan, I., & Dang, H. T. (2013). SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge. Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval 2013), 263-274. | link |
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| senanayake_2019_eq5d3l | EQ-5D-3L descriptive system, 5 items, 1-3. 1,036 pre-dialysis chronic kidney disease patients in Sri Lanka. Covariates: age, sex, CKD stage category. (CC BY 4.0) Senanayake S, Mahesh PKB, Gunawardena N, Graves N, Kularatna S (2019) Validity and internal consistency of EQ-5D-3L quality of life tool among pre-dialysis patients with chronic kidney disease in Sri Lanka, a lower middle-income country. PLoS ONE 14(6): e0211604. https://doi.org/10.1371/journal.pone.0211604 | link |
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| senge_2025_app_facil_conditions | Three statements on whether the respondent has what it takes to use a proposed food-waste app (a phone with internet access, the technical knowledge, finding new apps easy), answered by 520 German consumers on a -2 to 2 agreement scale. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senge_2025_app_intention | Six statements on intention to use a proposed food-waste app and to contribute to it (using it at launch, integrating it into daily life, writing a best-before-date review, sharing experience), answered by 520 German consumers on a -2 to 2 agreement scale. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senge_2025_app_review_use | Five statements on using food-management apps and on reading, writing and acting on product reviews, answered by 520 German consumers on a -2 to 2 agreement scale. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senge_2025_app_usefulness | Three statements on how useful a proposed food-waste app would be (in general, for the respondent's own waste, and for exchanging shelf-life information), answered by 520 German consumers on a -2 to 2 agreement scale after reading a description of the app. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senge_2025_bbd_attitudes | Five statements on what the best-before date means and how it is acted on (see/smell/taste rule, discarding at the date, buying the furthest-out date, buying near-date food when reduced), answered by 520 German consumers on a -2 to 2 agreement scale. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senge_2025_disposal_frequency | Self-reported frequency of throwing away each of ten food categories at home (milk, bread, fruit and vegetables, meat and fish, cold cuts, rice/pasta, sauces, sweets, canned food, leftovers), answered by 520 German consumers on a five-point never-to-daily scale. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senge_2025_env_awareness | Six items on green consumption values answered by 520 German consumers on a -2 to 2 agreement scale, as part of a study of attitudes towards a food-waste smartphone app. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senge_2025_food_waste_talk | Three statements on talking to other people about reducing food waste, answered by 520 German consumers on a -2 to 2 agreement scale. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senge_2025_shopping_planning | Five statements on food-shopping planning (shopping list, checking best-before dates and the fridge before shopping, avoiding spontaneous purchases, not wasting food to save money), answered by 520 German consumers on the questionnaire's -2 to 2 agreement scale. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senge_2025_storage | Five statements on how food is transported and stored at home (stock rotation by date, cool bags, correct storage, discarding parts of a product for taste reasons, saving leftovers), answered by 520 German consumers on a -2 to 2 agreement scale. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senge_2025_tech_affinity | Nine statements on affinity for technology (enthusiasm for trying new technology, and self-assessed competence, including two reverse-keyed items), answered by 520 German consumers on a -2 to 2 agreement scale. (CC BY 4.0) Senge, J. M., Mielinger, E., Wendt, M.-C., Krupitzer, C., & Weinrich, R. (2025). Dataset, Questionnaire and Interview-Guidelines: Understanding Consumers' Attitudes towards a Smartphone Application to Reduce Food Waste [Dataset]. Zenodo. | link |
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| senninger_2023_mp_eu_oversight conjoint · source = "conj" |
German Clickworker respondents (n=993, March 2019) chose which of two MPs running for re-election they would vote for, in 5 tasks; profiles varied the MP's knowledge focus (constituency/national/European), reason for absences, effort on Eurozone reform, gender, motivation, years in parliament and party (German text). (CC0 1.0) Senninger, R., & Bischof, D. (2023). Do voters want domestic politicians to scrutinize the European Union? Political Science Research and Methods, 11(2), 410-418. | link |
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| senosy_2025_anxiety_state | STAI-Y State Anxiety (20 items) in undergraduate nursing students (Egypt) (CC BY 4.0) Senosy AMK (2025). Relation of Anxiety Levels and Objective Structured Clinical Examination among Undergraduate Nursing Students. figshare. https://doi.org/10.6084/m9.figshare.30693638.v2 | link |
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| senosy_2025_anxiety_trait | STAI-Y Trait Anxiety (20 items) in undergraduate nursing students (Egypt) (CC BY 4.0) Senosy AMK (2025). Relation of Anxiety Levels and Objective Structured Clinical Examination among Undergraduate Nursing Students. figshare. https://doi.org/10.6084/m9.figshare.30693638.v2 | link |
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| sensorimotor_repetto_2022 | Italian Sensorimotor Norms: 959 Italian words rated 0-5 on eleven sensorimotor dimensions, six perceptual (vision, audition, touch, taste, smell, interoception) and five action effectors (head, mouth, hand, foot, torso), by 391 adults who each rated one of 19 lists (about 50 words plus 10 control words common to every list). Stimulus-norms shape: id = word, item = dimension, rater = participant; trial_list and trial_position record the list and the word's position in it. 254467 ratings. (CC BY-NC 4.0) Repetto, C., Rodella, C., Conca, F., Santi, G. C., & Catricalà, E. (2022). The Italian Sensorimotor Norms: Perception and action strength measures for 959 words. Behavior Research Methods, 55(8), 4035-4047. | link |
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| senyurt_2023_burnout | 10-item burnout scale, 1-7, Turkish healthcare professionals during COVID-19. 198 respondents x 10 items = 1975 responses. (CC BY 4.0) Senyurt, A., & Kocabas, E. (2023). Burnout Levels of Healthcare Professionals [Data set]. Mendeley Data. https://doi.org/10.17632/dkv4dyxdwx | link |
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| seo_2018_kmle | Korean Medical Licensing Examination (KMLE) written test, January 2017: scored responses (0/1) of 3,259 examinees to all 360 items. qmatrix1-qmatrix8 give each item's content domain (C1-C8) from Choi & Seo (2020), whose DINA analysis used the same file (DVN/X2DRTE). No covariates. (CC0 1.0) Seo, D. G., & Choi, J. (2018). Post-hoc simulation study of computerized adaptive testing for the Korean Medical Licensing Examination. Journal of Educational Evaluation for Health Professions, 15, 14. https://doi.org/10.3352/jeehp.2018.15.14 | link |
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| seo_2026_kmle_2012 | Korean Medical Licensing Examination (KMLE) written test, 2012 administration: scored responses (0/1) of 3,364 examinees to all 450 items. Items are secure and not linked across years. No covariates. The 2017 administration ships separately as seo_2018_kmle. (CC0 1.0) Seo, D. G., Choi, J., Kim, M. Y., & Huh, S. (2026). Psychometric characteristics of Korean Medical Licensing Examination items from 2012 to 2022 analyzed using the Rasch model and 2-parameter logistic model. Journal of Educational Evaluation for Health Professions, 23, 23. https://doi.org/10.3352/jeehp.2026.23.23 | link |
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| seo_2026_kmle_2013 | Korean Medical Licensing Examination (KMLE) written test, 2013 administration: scored responses (0/1) of 3,177 examinees to all 400 items. Items are secure and not linked across years. No covariates. The 2017 administration ships separately as seo_2018_kmle. (CC0 1.0) Seo, D. G., Choi, J., Kim, M. Y., & Huh, S. (2026). Psychometric characteristics of Korean Medical Licensing Examination items from 2012 to 2022 analyzed using the Rasch model and 2-parameter logistic model. Journal of Educational Evaluation for Health Professions, 23, 23. https://doi.org/10.3352/jeehp.2026.23.23 | link |
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| seo_2026_kmle_2014 | Korean Medical Licensing Examination (KMLE) written test, 2014 administration: scored responses (0/1) of 3,287 examinees to all 400 items. Items are secure and not linked across years. No covariates. The 2017 administration ships separately as seo_2018_kmle. (CC0 1.0) Seo, D. G., Choi, J., Kim, M. Y., & Huh, S. (2026). Psychometric characteristics of Korean Medical Licensing Examination items from 2012 to 2022 analyzed using the Rasch model and 2-parameter logistic model. Journal of Educational Evaluation for Health Professions, 23, 23. https://doi.org/10.3352/jeehp.2026.23.23 | link |
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| seo_2026_kmle_2015 | Korean Medical Licensing Examination (KMLE) written test, 2015 administration: scored responses (0/1) of 3,222 examinees to all 400 items. Items are secure and not linked across years. No covariates. The 2017 administration ships separately as seo_2018_kmle. (CC0 1.0) Seo, D. G., Choi, J., Kim, M. Y., & Huh, S. (2026). Psychometric characteristics of Korean Medical Licensing Examination items from 2012 to 2022 analyzed using the Rasch model and 2-parameter logistic model. Journal of Educational Evaluation for Health Professions, 23, 23. https://doi.org/10.3352/jeehp.2026.23.23 | link |
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| seo_2026_kmle_2016 | Korean Medical Licensing Examination (KMLE) written test, 2016 administration: scored responses (0/1) of 3,271 examinees to all 400 items. Items are secure and not linked across years. No covariates. The 2017 administration ships separately as seo_2018_kmle. (CC0 1.0) Seo, D. G., Choi, J., Kim, M. Y., & Huh, S. (2026). Psychometric characteristics of Korean Medical Licensing Examination items from 2012 to 2022 analyzed using the Rasch model and 2-parameter logistic model. Journal of Educational Evaluation for Health Professions, 23, 23. https://doi.org/10.3352/jeehp.2026.23.23 | link |
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| seo_2026_kmle_2018 | Korean Medical Licensing Examination (KMLE) written test, 2018 administration: scored responses (0/1) of 3,289 examinees to all 360 items. Items are secure and not linked across years. No covariates. The 2017 administration ships separately as seo_2018_kmle. (CC0 1.0) Seo, D. G., Choi, J., Kim, M. Y., & Huh, S. (2026). Psychometric characteristics of Korean Medical Licensing Examination items from 2012 to 2022 analyzed using the Rasch model and 2-parameter logistic model. Journal of Educational Evaluation for Health Professions, 23, 23. https://doi.org/10.3352/jeehp.2026.23.23 | link |
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| seo_2026_kmle_2019 | Korean Medical Licensing Examination (KMLE) written test, 2019 administration: scored responses (0/1) of 3,193 examinees to all 360 items. Items are secure and not linked across years. No covariates. The 2017 administration ships separately as seo_2018_kmle. (CC0 1.0) Seo, D. G., Choi, J., Kim, M. Y., & Huh, S. (2026). Psychometric characteristics of Korean Medical Licensing Examination items from 2012 to 2022 analyzed using the Rasch model and 2-parameter logistic model. Journal of Educational Evaluation for Health Professions, 23, 23. https://doi.org/10.3352/jeehp.2026.23.23 | link |
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| seo_2026_kmle_2020 | Korean Medical Licensing Examination (KMLE) written test, 2020 administration: scored responses (0/1) of 3,098 examinees to all 360 items. Items are secure and not linked across years. No covariates. The 2017 administration ships separately as seo_2018_kmle. (CC0 1.0) Seo, D. G., Choi, J., Kim, M. Y., & Huh, S. (2026). Psychometric characteristics of Korean Medical Licensing Examination items from 2012 to 2022 analyzed using the Rasch model and 2-parameter logistic model. Journal of Educational Evaluation for Health Professions, 23, 23. https://doi.org/10.3352/jeehp.2026.23.23 | link |
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| seo_2026_kmle_2021 | Korean Medical Licensing Examination (KMLE) written test, 2021 administration: scored responses (0/1) of 3,163 examinees to all 360 items. Items are secure and not linked across years. No covariates. The 2017 administration ships separately as seo_2018_kmle. (CC0 1.0) Seo, D. G., Choi, J., Kim, M. Y., & Huh, S. (2026). Psychometric characteristics of Korean Medical Licensing Examination items from 2012 to 2022 analyzed using the Rasch model and 2-parameter logistic model. Journal of Educational Evaluation for Health Professions, 23, 23. https://doi.org/10.3352/jeehp.2026.23.23 | link |
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| seo_2026_kmle_2022 | Korean Medical Licensing Examination (KMLE) written test, 2022 administration: scored responses (0/1) of 3,305 examinees to all 320 items. Items are secure and not linked across years. No covariates. The 2017 administration ships separately as seo_2018_kmle. (CC0 1.0) Seo, D. G., Choi, J., Kim, M. Y., & Huh, S. (2026). Psychometric characteristics of Korean Medical Licensing Examination items from 2012 to 2022 analyzed using the Rasch model and 2-parameter logistic model. Journal of Educational Evaluation for Health Professions, 23, 23. https://doi.org/10.3352/jeehp.2026.23.23 | link |
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| septiani_2026_attitude | 3 attitude items, 1-5, 433 Indonesian respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Septiani, R. D. (2026). Survey Dataset on Impact Live Streaming Feature to Purchase Intention [Dataset]. Zenodo. | link |
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| septiani_2026_interaction | 3 interaction items, 1-5, 433 Indonesian respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Septiani, R. D. (2026). Survey Dataset on Impact Live Streaming Feature to Purchase Intention [Dataset]. Zenodo. | link |
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| septiani_2026_perceived_hedonic | 3 perceived hedonic items, 1-5, 433 Indonesian respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Septiani, R. D. (2026). Survey Dataset on Impact Live Streaming Feature to Purchase Intention [Dataset]. Zenodo. | link |
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| septiani_2026_perceived_risk | 3 perceived risk items, 1-5, 433 Indonesian respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Septiani, R. D. (2026). Survey Dataset on Impact Live Streaming Feature to Purchase Intention [Dataset]. Zenodo. | link |
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| septiani_2026_perceived_utility | 3 perceived utility items, 1-5, 433 Indonesian respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Septiani, R. D. (2026). Survey Dataset on Impact Live Streaming Feature to Purchase Intention [Dataset]. Zenodo. | link |
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| septiani_2026_purchase_intention | 3 purchase intention items, 1-5, 433 Indonesian respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Septiani, R. D. (2026). Survey Dataset on Impact Live Streaming Feature to Purchase Intention [Dataset]. Zenodo. | link |
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| septiani_2026_trust | 3 trust items, 1-5, 433 Indonesian respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Septiani, R. D. (2026). Survey Dataset on Impact Live Streaming Feature to Purchase Intention [Dataset]. Zenodo. | link |
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| septiani_2026_visibility | 3 visibility items, 1-5, 433 Indonesian respondents. Item text not shipped: the .csv holds bare construct codes and no label level. (CC BY 4.0) Septiani, R. D. (2026). Survey Dataset on Impact Live Streaming Feature to Purchase Intention [Dataset]. Zenodo. | link |
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| serena_n_hyenas competitions · source = "comp" |
Spotted hyena aggressive interactions, Serena North (serena.n) clan, Masai Mara (Mara Hyena Project): 11,030 acts among 215 hyenas of all ages and both sexes. agent_a = aggressor = winner (acts the recipient ignored or counterattacked dropped, the talek_hyenas rule); context, intensity, recipient response and both parties' sex, status and age class kept. (CC0 1.0) McCormick, S. K., Laubach, Z. M., Strauss, E. D., Montgomery, T. M., & Holekamp, K. E. (2022). Evaluating drivers of female dominance in the spotted hyena. Frontiers in Ecology and Evolution, 10, 934659. | link |
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| serena_s_hyenas competitions · source = "comp" |
Spotted hyena aggressive interactions, Serena South (serena.s) clan, Masai Mara (Mara Hyena Project): 9,382 acts among 179 hyenas of all ages and both sexes. agent_a = aggressor = winner (acts the recipient ignored or counterattacked dropped, the talek_hyenas rule); context, intensity, recipient response and both parties' sex, status and age class kept. (CC0 1.0) McCormick, S. K., Laubach, Z. M., Strauss, E. D., Montgomery, T. M., & Holekamp, K. E. (2022). Evaluating drivers of female dominance in the spotted hyena. Frontiers in Ecology and Evolution, 10, 934659. | link |
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| sergeeva_2026_xr_operators conjoint · source = "conj" |
262 machinery operators recruited on Prolific rated up to 3 vignettes of an extended-reality (XR) system whose data storage, switch-off option, reminders and effect on communication were varied (four binary conditions, 733 ratings). Outcome: acceptability of the technology (1-20). (CC BY 4.0) Sergeeva, A. (2026). THEIA-XR: Machinery operators' perceptions of different XR implementations [Data set]. Zenodo. | link |
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| setiawan_2026_cybersecurity_behaviour | Self-reported cybersecurity behaviour, 20 items on a 1-4 frequency scale (1 = never, 4 = always), same 233 Indonesian schoolteachers. Item text shipped. 4,660 responses. (CC BY 4.0) Setiawan, Y., Abdullah, A. G., & Salam, H. (2026). Cybersecurity literacy of Indonesian schoolteachers: a 60-item, three-dimension questionnaire dataset (N = 233) [Data set]. Mendeley Data. | link |
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| setiawan_2026_cybersecurity_ethics | Cybersecurity ethical conviction, 20 items on a REVERSE-ANCHORED 4-point agreement scale (1 = strongly agree, 4 = strongly disagree, so lower = stronger ethical endorsement), shipped as administered and not reflected. Same 233 Indonesian schoolteachers. Item text shipped. 4,660 responses. (CC BY 4.0) Setiawan, Y., Abdullah, A. G., & Salam, H. (2026). Cybersecurity literacy of Indonesian schoolteachers: a 60-item, three-dimension questionnaire dataset (N = 233) [Data set]. Mendeley Data. | link |
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| setiawan_2026_cybersecurity_knowledge | Cybersecurity knowledge, 20 items on a 1-5 agreement scale (higher = greater self-reported understanding), from 233 in-service schoolteachers in Riau and West Java, Indonesia. itemcov_focus_area gives each item's security domain. Item text shipped. 4,660 responses. (CC BY 4.0) Setiawan, Y., Abdullah, A. G., & Salam, H. (2026). Cybersecurity literacy of Indonesian schoolteachers: a 60-item, three-dimension questionnaire dataset (N = 233) [Data set]. Mendeley Data. | link |
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| setsoafia_2026_ctd | Creative thinking disposition, 25 items (1-5); N = 258 Ghanaian pre-service visual-art teachers; cov_age, cov_gender, cov_academic_level, cov_cgpa, cov_location. (CC BY 4.0) Setsoafia, P., Essel, H. B., & Tachie-Menson, A. (2026). Dataset on Digital Literacy, Creative Thinking Disposition, And Generative Artificial Intelligence Literacy as Predictors of Academic Performance of Pre-service Visual Art Teachers in Ghana. Mendeley Data. https://doi.org/10.17632/jz6vbvv5t8 | link |
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| setsoafia_2026_digital_literacy | Digital literacy, 10 items (1-7); N = 258 Ghanaian pre-service visual-art teachers; cov_* as for setsoafia_2026_ctd. (CC BY 4.0) Setsoafia, P., Essel, H. B., & Tachie-Menson, A. (2026). Dataset on Digital Literacy, Creative Thinking Disposition, And Generative Artificial Intelligence Literacy as Predictors of Academic Performance of Pre-service Visual Art Teachers in Ghana. Mendeley Data. https://doi.org/10.17632/jz6vbvv5t8 | link |
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| setsoafia_2026_genai_literacy | Generative-AI literacy, 12 items (1-7; three reverse-worded items keep their R-prefixed source names); N = 258 Ghanaian pre-service visual-art teachers; cov_* as for setsoafia_2026_ctd. (CC BY 4.0) Setsoafia, P., Essel, H. B., & Tachie-Menson, A. (2026). Dataset on Digital Literacy, Creative Thinking Disposition, And Generative Artificial Intelligence Literacy as Predictors of Academic Performance of Pre-service Visual Art Teachers in Ghana. Mendeley Data. https://doi.org/10.17632/jz6vbvv5t8 | link |
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| setsoafia_2026_sdr | Social desirability, 7 items (1-7); N = 258 Ghanaian pre-service visual-art teachers; cov_* as for setsoafia_2026_ctd. (CC BY 4.0) Setsoafia, P., Essel, H. B., & Tachie-Menson, A. (2026). Dataset on Digital Literacy, Creative Thinking Disposition, And Generative Artificial Intelligence Literacy as Predictors of Academic Performance of Pre-service Visual Art Teachers in Ghana. Mendeley Data. https://doi.org/10.17632/jz6vbvv5t8 | link |
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| sevi_2025_promise_keeping conjoint · source = "conj" |
Mayoral-candidate conjoint on a nationally representative US sample fielded through Lucid Theorem on 28 July 2021: 1,971 respondents x 7 paired tasks x 2 profiles (27,402 rows), forced choice on "Suppose you lived in that city. Which of these two candidates would you be likely to vote for mayor?". Five attributes, twelve levels: gender (Man / Woman), leadership style (Decisive / Looks for compromises), policy priority (Build new schools / Increase recycling / Keep taxes low), previous term (Kept all of their promises / Broke most of their promises) and occupation (Businessperson / Lawyer / Teacher). Attribute order was randomized once per respondent and held across that respondent's seven tasks; attrpos_* carry it. Covariates: respondent gender, age, education, race, party identification and strength, which of the three policy issues matters most and next, the attribute the respondent says mattered most, survey duration, and the two attention checks as cov_attention_pass_1 and _2 -- the paper's analysis sample of 1,495 is this table filtered to respondents who pass both and finished. Conjoint layout (data/conjoint/README.md). (CC BY 4.0) Sevi, S., Crabtree, C., & Blais, A. Do voters punish women politicians more? [manuscript; the deposit names American Politics Research]. Replication data: OSF, https://osf.io/mgkup/ | link |
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| sevi_2026_election_outcomes conjoint · source = "conj" |
Canadian online-panel respondents (April 2025, English or French) compared two hypothetical federal election outcomes in each of 6 paired tasks, varying number of parties, the winning party's votes and seats, turnout, women's and visible minorities' representation and ballot type; they chose the better outcome for Canada and rated each 0-10. 2,487 respondents. (CC0 1.0) Sevi, S., Blais, A., & Mekik, C. (2026). What do voters want out of elections? Electoral Studies, 102, 103091. | link |
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| sevim_2026_djgls | De Jong Gierveld Loneliness Scale (11 items, 0-2 as deposited, emotional items reverse-keyed by the depositor) from 484 community-dwelling Turkish older adults in Türkiye and Germany. (CC0 1.0) Sevim, K. (2026). Replication Data for: The Health Cost of Loneliness in Old Age: How Migration Context Shapes Frailty as a Pathway to Health-Related Quality of Life among Turkish Older Adults [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/XMLRKT | link |
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| sevim_2026_sf12 | SF-12 health survey items as answered (12 items, mixed formats) from 484 community-dwelling Turkish older adults in Türkiye and Germany. (CC0 1.0) Sevim, K. (2026). Replication Data for: The Health Cost of Loneliness in Old Age: How Migration Context Shapes Frailty as a Pathway to Health-Related Quality of Life among Turkish Older Adults [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/XMLRKT | link |
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| sevim_2026_tfi | Tilburg Frailty Indicator part B (15 items, 0/1) from 484 community-dwelling Turkish older adults in Türkiye and Germany. (CC0 1.0) Sevim, K. (2026). Replication Data for: The Health Cost of Loneliness in Old Age: How Migration Context Shapes Frailty as a Pathway to Health-Related Quality of Life among Turkish Older Adults [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/XMLRKT | link |
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| sexual_compulsivity | Answers to the Sexual Compulsivity Scale (CC BY 4.0) Sexual Compulsivity Scale [dataset and codebook]. http://openpsychometrics.org/_rawdata/SCS.zip | link |
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| sexual_selfconcept | Data on participants' feelings about and self-concept of sexual activities (CC BY 4.0) "The Multidimensional Sexual Self-Concept Questionnaire" (MSSCQ) by Dr. William E. Snell, Jr. http://www4.semo.edu/snell/scales/MSSCQ.HTM ///Snell Jr., W. The Multidimensional Sexual Self-Concept Questionnaire" (MSSCQ) [dataset and codebook]. http://openpsychometrics.org/_rawdata/MSSCQ.zip | link |
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| shaffer_2020_local_refugees conjoint · source = "conj" |
US local elected officials (CivicPulse, April 2020) saw 3 pairs of hypothetical refugee groups varying 7 attributes (age, education, group makeup, English, region of origin, religion, sponsor) and said whether they were receptive to either group, one, or neither settling in their community. 574 officials; per-group 0/1 receptivity. (CC0 1.0) Shaffer, R., Pinson, L. E., Chu, J. A., & Simmons, B. A. (2020). Local elected officials' receptivity to refugee resettlement in the United States. Proceedings of the National Academy of Sciences, 117(50), 31722-31728. | link |
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| shafranek_2021_roommate_choice conjoint · source = "conj" |
US college students (203 respondents) chose between and rated 10 pairs of hypothetical roommates varying race, sexual orientation, religion, party, political interest, cleanliness, music, hobby, social life, values and bedtime. (CC0 1.0) Shafranek, R. M. (2021). Political considerations in nonpolitical decisions: A conjoint analysis of roommate choice. Political Behavior, 43(1), 271-300. | link |
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| shan_2020_cs | Acculturative stress survey block CS (unlabeled construct), Pakistani students in China, 3 items, N=202 (CC BY 4.0) Shan, C., et al. (2020). A mix-method investigation on acculturative stress among Pakistani students in China. PLOS ONE. | link |
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| shan_2020_f | Acculturative stress survey block F (unlabeled construct), Pakistani students in China, 4 items, N=202 (CC BY 4.0) Shan, C., et al. (2020). A mix-method investigation on acculturative stress among Pakistani students in China. PLOS ONE. | link |
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| shan_2020_g | Acculturative stress survey block G (unlabeled construct), Pakistani students in China, 2 items, N=202 (CC BY 4.0) Shan, C., et al. (2020). A mix-method investigation on acculturative stress among Pakistani students in China. PLOS ONE. | link |
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| shan_2020_hs | Acculturative stress survey block HS (unlabeled construct), Pakistani students in China, 4 items, N=202 (CC BY 4.0) Shan, C., et al. (2020). A mix-method investigation on acculturative stress among Pakistani students in China. PLOS ONE. | link |
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| shan_2020_pd | Acculturative stress survey block PD (unlabeled construct), Pakistani students in China, 8 items, N=202 (CC BY 4.0) Shan, C., et al. (2020). A mix-method investigation on acculturative stress among Pakistani students in China. PLOS ONE. | link |
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| shan_2020_ph | Acculturative stress survey block PH (unlabeled construct), Pakistani students in China, 5 items, N=202 (CC BY 4.0) Shan, C., et al. (2020). A mix-method investigation on acculturative stress among Pakistani students in China. PLOS ONE. | link |
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| shan_2024_bfi_s | Big Five Inventory, short version (BFI-S), 25 items, 1-7, at baseline (wave 0) and 21 repeated at follow-up (wave 1); negatively worded items already reverse-coded in the deposit. 2,212 university students, peer-group study. (CC0 1.0) Shan, Xiaoyue; Zölitz, Ulf (2024). Replication data for: Peers Affect Personality Development [dataset]. Harvard Dataverse. | link |
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| shandler_2023_cyberterror conjoint · source = "conj" |
3,036 respondents in the US (MTurk), UK (Prolific) and Israel (Midgam, in Hebrew) each read 7 single hypothetical cyber-incident scenarios varying in method, target, actor, motivation and outcome (August 2020). Outcome is whether they classified each incident as cyberterrorism (1) or not (0). (CC0 1.0) Shandler, R., Kostyuk, N., & Oppenheimer, H. (2023). Public opinion and cyberterrorism. Public Opinion Quarterly, 87(1), 92-119. | link |
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| shao_2025_authentic_leadership | Authentic Leadership Questionnaire as adapted for schools, 14 items on a 1-5 agreement scale, primary, secondary and high school teachers in a district of Shandong Province, China. 14,475 responses from 1,034 respondents on 14 items. (CC BY 4.0) Shao, Y.; Jiang, W.; Wang, N.; Zhang, C.; Zhang, L. (2025). The impact of authentic leadership on the work engagement of primary and secondary school teachers: The serial mediation role of school climate and teacher efficacy. PLOS ONE, 20(5), e0320839. https://doi.org/10.1371/journal.pone.0320839 | link |
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| shao_2025_school_climate | School climate scale covering cooperation and school resources, 10 items on a 1-5 agreement scale, primary, secondary and high school teachers in a district of Shandong Province, China. 10,340 responses from 1,034 respondents on 10 items. (CC BY 4.0) Shao, Y.; Jiang, W.; Wang, N.; Zhang, C.; Zhang, L. (2025). The impact of authentic leadership on the work engagement of primary and secondary school teachers: The serial mediation role of school climate and teacher efficacy. PLOS ONE, 20(5), e0320839. https://doi.org/10.1371/journal.pone.0320839 | link |
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| shao_2025_teacher_efficacy | Teacher Sense of Efficacy Scale short form, 12 items scored 1 (none at all) to 9 (a great deal), primary, secondary and high school teachers in a district of Shandong Province, China. 12,408 responses from 1,034 respondents on 12 items. (CC BY 4.0) Shao, Y.; Jiang, W.; Wang, N.; Zhang, C.; Zhang, L. (2025). The impact of authentic leadership on the work engagement of primary and secondary school teachers: The serial mediation role of school climate and teacher efficacy. PLOS ONE, 20(5), e0320839. https://doi.org/10.1371/journal.pone.0320839 | link |
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| shao_2025_work_engagement | UWES-9 work engagement scale, 9 items stored on the deposit's 1-7 coding of the instrument's seven frequency points, primary, secondary and high school teachers in a district of Shandong Province, China. 9,306 responses from 1,034 respondents on 9 items. (CC BY 4.0) Shao, Y.; Jiang, W.; Wang, N.; Zhang, C.; Zhang, L. (2025). The impact of authentic leadership on the work engagement of primary and secondary school teachers: The serial mediation role of school climate and teacher efficacy. PLOS ONE, 20(5), e0320839. https://doi.org/10.1371/journal.pone.0320839 | link |
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| shawahna_2017_psychotropic | Knowledge of psychotropic medication use in older people: 19 true/false statements scored 1 = correct, 0 = incorrect (resp_raw = answer given); 'I don't know' dropped as non-response. Key verified against the paper's median score. 400 community and hospital pharmacists in Palestine. Covariates (banded): age, gender, residence, degree, years in practice, setting, prior psychotropics course. (CC0 1.0) Shawahna, R., Khaskiyyi, M., Abdo, H., Msarwe, Y., Odeh, R., & Salame, S. (2017). Palestinian pharmacists' knowledge of issues related to using psychotropic medications in older people: a cross-sectional study. Journal of Educational Evaluation for Health Professions, 14, 8. https://doi.org/10.3352/jeehp.2017.14.8 | link |
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| shehayeb_2024_math_anxiety | Mathematics anxiety and self-perception items, 13 items on 1-5, from 450 school students. (CC BY 4.0) Shehayeb, S., & Annouti, M. (2024). Data collection of teachers' practices through social and cognitive interaction, content of mathematics. Mendeley Data. | link |
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| shehayeb_2024_math_teacher | Student reports on their mathematics teacher's practices and manner, 22 items on 1-5, from 450 school students. (CC BY 4.0) Shehayeb, S., & Annouti, M. (2024). Data collection of teachers' practices through social and cognitive interaction, content of mathematics. Mendeley Data. | link |
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| shelat_2022_covid_train_long conjoint · source = "conj" |
Stated route choice during COVID-19: 291 Dutch train travellers who usually make long (30+ minute) trips chose between two train trips described by price, travel time and their own infection-risk rating, with a follow-up opt-out; 9 tasks each, choice with opt-out. (CC BY-NC-SA 4.0) Shelat, S., van de Wiel, T., Molin, E., van Lint, J. W. C., & Cats, O. (2022). Analysing the impact of COVID-19 risk perceptions on route choice behaviour in train networks. PLOS ONE, 17(3), e0264805. | link |
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| shelat_2022_covid_train_short conjoint · source = "conj" |
Stated route choice during COVID-19: 117 Dutch train travellers who usually make short (under 30 minute) trips chose between two train trips described by price, travel time and their own infection-risk rating, with a follow-up opt-out; 9 tasks each, choice with opt-out. (CC BY-NC-SA 4.0) Shelat, S., van de Wiel, T., Molin, E., van Lint, J. W. C., & Cats, O. (2022). Analysing the impact of COVID-19 risk perceptions on route choice behaviour in train networks. PLOS ONE, 17(3), e0264805. | link |
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| shen_2018_dbq | Driver Behaviour Questionnaire (errors, lapses, violations), 28 items, 1-5. 448 licensed drivers in Beijing. Covariates: gender, age, education, driving years, accidents in past three years. (CC BY 4.0) Shen B, Qu W, Ge Y, Sun X, Zhang K (2018) The relationship between personalities and self-report positive driving behavior in a Chinese sample. PLoS ONE 13(1): e0190746. https://doi.org/10.1371/journal.pone.0190746 | link |
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| shen_2018_dddi | Dula Dangerous Driving Index, 28 items, 1-5. 448 licensed drivers in Beijing. Covariates: gender, age, education, driving years, accidents in past three years. (CC BY 4.0) Shen B, Qu W, Ge Y, Sun X, Zhang K (2018) The relationship between personalities and self-report positive driving behavior in a Chinese sample. PLoS ONE 13(1): e0190746. https://doi.org/10.1371/journal.pone.0190746 | link |
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| shen_2018_pdbs | Positive Driver Behaviours Scale (Chinese), 13 items, 1 never to 6 very often. 448 licensed drivers in Beijing. Covariates: gender, age, education, driving years, accidents in past three years. (CC BY 4.0) Shen B, Qu W, Ge Y, Sun X, Zhang K (2018) The relationship between personalities and self-report positive driving behavior in a Chinese sample. PLoS ONE 13(1): e0190746. https://doi.org/10.1371/journal.pone.0190746 | link |
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| shen_2020_sas20 | Zung Self-Rating Anxiety Scale (SAS-20) among COVID-19-era healthcare workers; 20 items 1-4 scale; N=1647 merged across 5 hospitals (CC BY 4.0) Shen M., Xu H., Fu J., Wang T., Fu Z., Zhao X., Zhou G., Jin Q., Tong G. (2020). Investigation of anxiety levels of 1637 healthcare workers during the epidemic of COVID-19. PLOS ONE. https://doi.org/10.1371/journal.pone.0243890 | link |
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| shen_2025_bsmas | Bergen Social Media Addiction Scale (Chinese version), 6 items, 1 (very rarely) to 5 (very often). 1,259 primary and junior-high school language teachers in China (Chinese administration). (CC BY 4.0) Shen Z, Liu H, Chen IH (2025). Psychological distress and problematic internet use among language teachers: a latent profile analysis. PeerJ, 13, e19707. https://doi.org/10.7717/peerj.19707 | link |
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| shen_2025_dass21 | Depression Anxiety Stress Scales-21 (Chinese version), 21 items S1-S7/A1-A7/D1-D7, 0 (not at all) to 3 (most of the time). 1,259 primary and junior-high school language teachers in China (Chinese administration). (CC BY 4.0) Shen Z, Liu H, Chen IH (2025). Psychological distress and problematic internet use among language teachers: a latent profile analysis. PeerJ, 13, e19707. https://doi.org/10.7717/peerj.19707 | link |
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| shen_2025_igds9sf | Internet Gaming Disorder Scale-Short Form (Chinese version), 9 items, 1 (never) to 5 (very often). 1,259 primary and junior-high school language teachers in China (Chinese administration). (CC BY 4.0) Shen Z, Liu H, Chen IH (2025). Psychological distress and problematic internet use among language teachers: a latent profile analysis. PeerJ, 13, e19707. https://doi.org/10.7717/peerj.19707 | link |
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| shen_2025_sabas | Smartphone Application-Based Addiction Scale (Chinese version), 6 items, 1 (strongly disagree) to 6 (strongly agree). 1,259 primary and junior-high school language teachers in China (Chinese administration). (CC BY 4.0) Shen Z, Liu H, Chen IH (2025). Psychological distress and problematic internet use among language teachers: a latent profile analysis. PeerJ, 13, e19707. https://doi.org/10.7717/peerj.19707 | link |
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| shen_2026_cdrisc | Connor-Davidson Resilience Scale, Chinese version, 25 items rated 0-4 across optimism, strength and resilience; reported in the source as mental toughness. Responses from 490 college students at four universities in Hubei Province, China. (CC BY 4.0) Shen, Q.; Li, L.; Li, C. (2026). How does self-control influences college students’ smartphone dependence: The chain mediating effect of mental toughness and social adaptability. PLOS ONE, 21(6), e0350219. https://doi.org/10.1371/journal.pone.0350219 | link |
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| shen_2026_self_control | College student self-control scale (Tan Shuhua), 19 items rated 1-5 across five dimensions: impulse control, healthy habits, resistance to temptation, work concentration and moderate entertainment. Responses from 490 college students at four universities in Hubei Province, China. (CC BY 4.0) Shen, Q.; Li, L.; Li, C. (2026). How does self-control influences college students’ smartphone dependence: The chain mediating effect of mental toughness and social adaptability. PLOS ONE, 21(6), e0350219. https://doi.org/10.1371/journal.pone.0350219 | link |
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| shen_2026_smartphone_addiction | Adult Smartphone Addiction Scale (Chen Huan), rated 1-5. The article describes 20 items; the deposit carries 26 on the same scale with no missing values, and all 26 are shipped. Responses from 490 college students at four universities in Hubei Province, China. (CC BY 4.0) Shen, Q.; Li, L.; Li, C. (2026). How does self-control influences college students’ smartphone dependence: The chain mediating effect of mental toughness and social adaptability. PLOS ONE, 21(6), e0350219. https://doi.org/10.1371/journal.pone.0350219 | link |
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| shen_2026_social_adaptability | Social adaptability diagnostic scale (Zheng Richang), 20 items scored -2, 0 or 2. Left as administered: the source reverses the odd-numbered items before summing, but reverse-scored items are not recoded in IRW. Responses from 490 college students at four universities in Hubei Province, China. (CC BY 4.0) Shen, Q.; Li, L.; Li, C. (2026). How does self-control influences college students’ smartphone dependence: The chain mediating effect of mental toughness and social adaptability. PLOS ONE, 21(6), e0350219. https://doi.org/10.1371/journal.pone.0350219 | link |
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| shi2024_sas | Adolescent Social Adaptation Scale (Chen et al. 2016, 33 items, 1-5), Chinese parent-adolescent dyads N=201 (CC0 1.0) Shi, Chen, Yang, Wang, Sun & Song (2024). How Does Parental Early Maladaptive Schema Affect Adolescents' Social Adaptation? Based on the Perspective of Intergenerational Transmission. Behavioral Sciences, 14(10), 928. | link |
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| shi2024_ysq_adolescent | Young Schema Questionnaire (short form, 75 items, 1-6 Likert), adolescent self-report, Chinese parent-adolescent dyads N=201 (CC0 1.0) Shi, Chen, Yang, Wang, Sun & Song (2024). How Does Parental Early Maladaptive Schema Affect Adolescents' Social Adaptation? Based on the Perspective of Intergenerational Transmission. Behavioral Sciences, 14(10), 928. | link |
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| shi2024_ysq_parent | Young Schema Questionnaire (short form, 75 items, 1-6 Likert), caregiver self-report, Chinese parent-adolescent dyads N=201 (CC0 1.0) Shi, Chen, Yang, Wang, Sun & Song (2024). How Does Parental Early Maladaptive Schema Affect Adolescents' Social Adaptation? Based on the Perspective of Intergenerational Transmission. Behavioral Sciences, 14(10), 928. | link |
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| shi_2021_gentrification | 23-item driving-factors-of-gentrification scale (1-5 Likert), Chinese urban planning professionals (CC BY 4.0) Shi J, Duan K, Xu Q, Li J (2021) Effect analysis of the driving factors of super-gentrification using structural equation modeling. PLOS ONE 16(3): e0248265. | link |
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| shi_2025_brums | Brunel Mood Scale (23 items, 0-5), pre/post/3-month follow-up, N=196. (CC BY 4.0) Shi K, Feng G, Ye M, Bi X, Cui H, Chen W, Gao T, Qing Z, Ma Y (2025). Evaluating the effectiveness of mindfulness-based interventions on rumination and negative emotions in Chinese University Students: A randomized controlled trial. PLOS ONE 20(x):e0331084. | link |
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| shi_2025_dass21 | Depression Anxiety Stress Scales-21 (21 items, 0-4), pre/post/3-month follow-up, N=196. (CC BY 4.0) Shi K, Feng G, Ye M, Bi X, Cui H, Chen W, Gao T, Qing Z, Ma Y (2025). Evaluating the effectiveness of mindfulness-based interventions on rumination and negative emotions in Chinese University Students: A randomized controlled trial. PLOS ONE 20(x):e0331084. | link |
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| shi_2025_maas | Mindful Attention Awareness Scale (15 items, 1-6), pre/post/3-month follow-up, mindfulness-vs-control RCT, N=196. (CC BY 4.0) Shi K, Feng G, Ye M, Bi X, Cui H, Chen W, Gao T, Qing Z, Ma Y (2025). Evaluating the effectiveness of mindfulness-based interventions on rumination and negative emotions in Chinese University Students: A randomized controlled trial. PLOS ONE 20(x):e0331084. | link |
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| shi_2025_resilience | Resilience scale (27 items, 1-5), pre/post/3-month follow-up, N=196. (CC BY 4.0) Shi K, Feng G, Ye M, Bi X, Cui H, Chen W, Gao T, Qing Z, Ma Y (2025). Evaluating the effectiveness of mindfulness-based interventions on rumination and negative emotions in Chinese University Students: A randomized controlled trial. PLOS ONE 20(x):e0331084. | link |
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| shi_2025_restaurant_hiring conjoint · source = "conj" |
998 US YouGov respondents each chose between 2 restaurants in 5 tasks; restaurants varied in distance, price, online reviews, a hiring initiative (more employees, LGBTQ people, people with a criminal conviction record, veterans) and staff racial composition. Outcome is the preferred restaurant. (CC0 1.0) Shi, L., & Denver, M. (2025). The transferal of criminal record stigma in the employment context: Evidence from conjoint and vignette experiments. Criminology, 63(1), 89-121. | link |
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| shi_2025_rrs | Ruminative Response Scale (22 items, 1-4), pre/post/3-month follow-up, N=196. (CC BY 4.0) Shi K, Feng G, Ye M, Bi X, Cui H, Chen W, Gao T, Qing Z, Ma Y (2025). Evaluating the effectiveness of mindfulness-based interventions on rumination and negative emotions in Chinese University Students: A randomized controlled trial. PLOS ONE 20(x):e0331084. | link |
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| shi_2026_ai_offloading | Generative-AI cognitive offloading, 6 items, 1-7, six waves over one academic year. 1,166 undergraduates. Covariates: age, gender, STEM major, year of study, university, counterbalance group, GPA (z), AI literacy (z), AI-use days and non-user status per wave. (CC0 1.0) Shi, Mo (2026). Within-person dynamics of generative AI cognitive offloading, metacognitive calibration and independent problem-solving performance [dataset]. Harvard Dataverse. | link |
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| shin2024_creactability_adaptability | Adaptability subscale of the Creactability Scale in football players (Rasch validation) (CC BY 4.0) Shin, J., Kim, J., Lee, M., & Lee, W. J. (2025). Validation of “creactability” scale in football: a Rasch modeling approach. Frontiers in Sports and Active Living, 7, 1521073. Shin, J., & Lee, W. J. (2024). Validation of Creactability Scale in Football: A Rasch Modeling Approach [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.26789680.v3 | link |
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| shin2024_creactability_creativity | Creativity subscale of the Creactability Scale in football players (Rasch validation) (CC BY 4.0) Shin, J., Kim, J., Lee, M., & Lee, W. J. (2025). Validation of “creactability” scale in football: a Rasch modeling approach. Frontiers in Sports and Active Living, 7, 1521073. Shin, J., & Lee, W. J. (2024). Validation of Creactability Scale in Football: A Rasch Modeling Approach [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.26789680.v3 | link |
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| shin2024_creactability_quickness | Quickness subscale of the Creactability Scale in football players (Rasch validation) (CC BY 4.0) Shin, J., Kim, J., Lee, M., & Lee, W. J. (2025). Validation of “creactability” scale in football: a Rasch modeling approach. Frontiers in Sports and Active Living, 7, 1521073. Shin, J., & Lee, W. J. (2024). Validation of Creactability Scale in Football: A Rasch Modeling Approach [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.26789680.v3 | link |
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| shin_2026_knle_mai | Mock Korean Nursing Licensing Examination: 29 items each given twice, as a text-based item (T01-T29) and as a multimedia-assisted item (M01-M29) with identical content, scored 0/1, in counterbalanced order (cov_order MT/TM). item_family pairs the two versions. 515 fourth-year nursing students in Korea. Covariates: order, sex, age, region, prior multimedia-exam experience. (CC0 1.0) Shin, S., Lee, I., Kim, H., Song, R., Song, J.-A., Yi, H. S., Park, J., Yim, M. K., Lee, M., & Yu, S. (2026). Validity evaluation of a mock examination including multimedia-assisted items for the Korean Nursing Licensing Examination: a mixed-methods study with a counterbalanced design. Journal of Educational Evaluation for Health Professions, 23, 21. https://doi.org/10.3352/jeehp.2026.23.21 | link |
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| shin_2026_mai_perception | Post-test perceptions of multimedia-assisted exam items, 6 statements, 1-5 (strongly disagree to strongly agree), after a mock Korean Nursing Licensing Examination. 515 fourth-year nursing students in Korea. Covariates: order, sex, age, region, prior multimedia-exam experience. (CC0 1.0) Shin, S., Lee, I., Kim, H., Song, R., Song, J.-A., Yi, H. S., Park, J., Yim, M. K., Lee, M., & Yu, S. (2026). Validity evaluation of a mock examination including multimedia-assisted items for the Korean Nursing Licensing Examination: a mixed-methods study with a counterbalanced design. Journal of Educational Evaluation for Health Professions, 23, 21. https://doi.org/10.3352/jeehp.2026.23.21 | link |
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| shineha_2024_gef_accept_factors | Binary acceptance-factor items re: genome-edited food, Japanese public vs. scientific community sample (CC BY 4.0) Shineha R, et al. (2024) A comparative analysis of attitudes toward genome-edited food among Japanese public and scientific community. PLOS ONE 19(3): e0300107 | link |
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| shineha_2024_gef_attitudes | General attitude items toward genome-edited food, Japanese public vs. scientific community sample (CC BY 4.0) Shineha R, et al. (2024) A comparative analysis of attitudes toward genome-edited food among Japanese public and scientific community. PLOS ONE 19(3): e0300107 | link |
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| shineha_2024_gef_info_topics | Binary information-topic-familiarity items re: genome-edited food, Japanese public vs. scientific community sample (CC BY 4.0) Shineha R, et al. (2024) A comparative analysis of attitudes toward genome-edited food among Japanese public and scientific community. PLOS ONE 19(3): e0300107 | link |
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| shinohara_2021_testimony | 9-item child behavioral response measure (reward-allocation ranks + explicit evaluation ratings) toward puppets after observation/positive/negative testimony, n=128 5- and 7-year-olds (CC BY 4.0) Shinohara A, et al (2021). The impact of positive and negative testimony on children's attitudes toward others. PLOS ONE. | link |
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| shiota_2026_dass21 | The 21 DASS-21 items (depression, anxiety, stress) in DASS-21 order, coded 1 = not at all, 2 = rarely, 3 = sometimes, 4 = most of the time (not the usual 0-3), given weekly (wave 1-4 = weeks 1-4). 313 US adults at two sites (labelled AZ and CA in the ids) in a COVID-19-era diary study. (CC BY 4.0) Shiota, M., & Vornlocher, C. (2026). Seeking Support to Dampen Distress: Affective, Relational, and Behavioral Outcomes of Support-Seeking as an Emotion Regulation Strategy [Data set]. Zenodo. | link |
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| shiota_2026_ecr_s | Twelve ECR-S-style attachment anxiety and avoidance statements about 'relationship partners', 1 = disagree strongly to 7 = agree strongly, at baseline; reverse-worded items not reversed. 313 US adults at two sites (labelled AZ and CA in the ids) in a COVID-19-era diary study. (CC BY 4.0) Shiota, M., & Vornlocher, C. (2026). Seeking Support to Dampen Distress: Affective, Relational, and Behavioral Outcomes of Support-Seeking as an Emotion Regulation Strategy [Data set]. Zenodo. | link |
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| shiota_2026_loneliness | The 20 UCLA Loneliness Scale (version 3) items, framed 'In the last week, how often did you feel...', 1 = never to 4 = often, given weekly (wave 1-4); the nine positively worded items (ucla1, 5, 6, 9, 10, 15, 16, 19, 20) are not reversed. Source codes lone1-lone20, renamed ucla1-ucla20. 313 US adults at two sites (labelled AZ and CA in the ids) in a COVID-19-era diary study. (CC BY 4.0) Shiota, M., & Vornlocher, C. (2026). Seeking Support to Dampen Distress: Affective, Relational, and Behavioral Outcomes of Support-Seeking as an Emotion Regulation Strategy [Data set]. Zenodo. | link |
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| shiota_2026_panas | The 20 PANAS adjectives (10 positive, 10 negative affect), 1 = not at all to 5 = extremely, given weekly on diary days 1, 8, 15 and 22 (wave 1-4). 313 US adults at two sites (labelled AZ and CA in the ids) in a COVID-19-era diary study. (CC BY 4.0) Shiota, M., & Vornlocher, C. (2026). Seeking Support to Dampen Distress: Affective, Relational, and Behavioral Outcomes of Support-Seeking as an Emotion Regulation Strategy [Data set]. Zenodo. | link |
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| shiota_2026_tipi | The ten Ten-Item Personality Inventory (TIPI) word pairs, 1 = disagree strongly to 7 = agree strongly, at baseline; reverse items not reversed. 313 US adults at two sites (labelled AZ and CA in the ids) in a COVID-19-era diary study. (CC BY 4.0) Shiota, M., & Vornlocher, C. (2026). Seeking Support to Dampen Distress: Affective, Relational, and Behavioral Outcomes of Support-Seeking as an Emotion Regulation Strategy [Data set]. Zenodo. | link |
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| shockley_2024_qatar_groups conjoint · source = "conj" |
Qatari citizens (SESRI face-to-face survey, May 2018, n=488) chose which of two 'baskets' of non-citizen groups (each naming two of five groups, e.g. children of Qatari mothers, those with military service) should be prioritised for citizenship, over up to 3 pairs. Outcome: forced choice. (CC0 1.0) Shockley, B., & Gengler, J. J. (2024). Sharing citizenship: Economic competition, cultural threat, and immigration preferences in the rentier state. Political Science Research and Methods, 12(1), 59-75. | link |
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| shockley_2024_qatar_residency conjoint · source = "conj" |
Qatari citizens (SESRI face-to-face survey, May 2018, n=657) chose between pairs of hypothetical candidates for permanent residency varying religion (cued by first name), nationality, occupation, salary, time in Qatar and language, over up to 3 pairs. Outcome: choice with an option to reject both. (CC0 1.0) Shockley, B., & Gengler, J. J. (2024). Sharing citizenship: Economic competition, cultural threat, and immigration preferences in the rentier state. Political Science Research and Methods, 12(1), 59-75. | link |
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| short_2025_candidate_pilot conjoint · source = "conj" |
US survey volunteers (n = 432) chose, in three tasks, between two hypothetical candidates described by party, five policy positions and years in office (pilot 3 of the ideological-capture study). (CC0 1.0) Short, N., Hill, S., & Brown, J. R. (2025). What is ideological capture and how do we measure it? Using antitrust reform to understand expert-public cleavages. Perspectives on Politics. | link |
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| short_2025_merger_challenge conjoint · source = "conj" |
US adults (n = 2,092) and antitrust lawyers (n = 103) each rated five hypothetical corporate mergers described by firm size, layoffs, quality, prices, bailout risk, lobbying and industry on a four-point scale from definitely allow to definitely challenge. (CC0 1.0) Short, N., Hill, S., & Brown, J. R. (2025). What is ideological capture and how do we measure it? Using antitrust reform to understand expert-public cleavages. Perspectives on Politics. | link |
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| short_dark_triad | Data on the dark triad personality traits (CC BY 4.0) Paulhus, D. L., & Jones, D. N. (2011, January). Introducing a short measure of the Dark Triad. Poster presented at the meeting of the Society for Personality and Social Psychology, San Antonio.///Short Dark Triad [dataset and codebook]. http://openpsychometrics.org/_rawdata/SD3.zip | link |
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| shorttripm_silvia_2025 | Item-level responses from the Short Triarchic Psychopathy Measure. This scale assesses three psychopathy domains: Boldness, Meanness, and Disinhibition. (CC BY 4.0) Silvia, Paul & Burnett, Meriel. (2025). Brief Assessment of the Triarchic Model of Psychopathy: Evaluating the Short TriPM Scales with Exploratory Graph Analysis and Item Response Theory. 10.31234/osf.io/uy9gb_v1. | link |
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| shu_2024_gad7 | GAD-7 anxiety scale items among Chinese adolescents (family/school status and depression/suicidal ideation study; N=1190) (CC BY 4.0) Shu Z, Chen S, Chen H, Chen X, Tang H, Zhou J, Tian Y, Wang X, Zhou J (2024). The effects of subjective family status and subjective school status on depression and suicidal ideation among adolescents. PeerJ. | link |
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| shu_2024_phq9 | PHQ-9 depression scale items among Chinese adolescents (family/school status and depression/suicidal ideation study; N=1190) (CC BY 4.0) Shu Z, Chen S, Chen H, Chen X, Tang H, Zhou J, Tian Y, Wang X, Zhou J (2024). The effects of subjective family status and subjective school status on depression and suicidal ideation among adolescents. PeerJ. | link |
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| shu_2025_translation_add | Additional questions from the Shu 2025 study; measure the intent behind enrolling in the therapy program, personal views on China's rehabilitation industry, and the extent to which study pressure affects career plans (CC BY 4.0) Shu X, Feng C, Ip C-L, Zhang X, Yang N, Li S, et al. (2025) Translation and cultural adaption of MacLeod Clark professional identity scale among Chinese therapy students. PLoS ONE 20(1): e0318101. https://doi.org/10.1371/journal.pone.0318101 | link |
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| shu_2025_translation_eib | Emotional identification and belongingness ratings (CC BY 4.0) Shu X, Feng C, Ip C-L, Zhang X, Yang N, Li S, et al. (2025) Translation and cultural adaption of MacLeod Clark professional identity scale among Chinese therapy students. PLoS ONE 20(1): e0318101. https://doi.org/10.1371/journal.pone.0318101 | link |
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| shu_2025_translation_mcpis | 9-item MacLeod Clark Professional Identity Scale, used to assess the professional identity of health and social care students (CC BY 4.0) Shu X, Feng C, Ip C-L, Zhang X, Yang N, Li S, et al. (2025) Translation and cultural adaption of MacLeod Clark professional identity scale among Chinese therapy students. PLoS ONE 20(1): e0318101. https://doi.org/10.1371/journal.pone.0318101 | link |
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| shu_2025_translation_pcd | Professional commitment and devotion ratings (CC BY 4.0) Shu X, Feng C, Ip C-L, Zhang X, Yang N, Li S, et al. (2025) Translation and cultural adaption of MacLeod Clark professional identity scale among Chinese therapy students. PLoS ONE 20(1): e0318101. https://doi.org/10.1371/journal.pone.0318101 | link |
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| shu_2025_translation_pgv | Professional goals and values ratings (CC BY 4.0) Shu X, Feng C, Ip C-L, Zhang X, Yang N, Li S, et al. (2025) Translation and cultural adaption of MacLeod Clark professional identity scale among Chinese therapy students. PLoS ONE 20(1): e0318101. https://doi.org/10.1371/journal.pone.0318101 | link |
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| shu_2025_translation_srt | Self-fulfilment and retention tendency ratings (CC BY 4.0) Shu X, Feng C, Ip C-L, Zhang X, Yang N, Li S, et al. (2025) Translation and cultural adaption of MacLeod Clark professional identity scale among Chinese therapy students. PLoS ONE 20(1): e0318101. https://doi.org/10.1371/journal.pone.0318101 | link |
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| shum_2026_hk_diaspora_policy_au conjoint · source = "conj" |
472 Hong Kong emigrants living in Australia (online survey, 2024-10) chose between two parties/candidates in 5 tasks, described by policy toward Hong Kong, cross-Strait policy, policy toward China and three Australia-specific domestic proposals (economy, immigration, healthcare). One of four country tables from the same study. (CC0 1.0) Shum, M., Yeung, E., Chan, K. M., Chung, S., Tong, A., & Yip, K. S. (2026). Voice after exit: The prioritization of homeland-facing foreign policy among the Hong Kong diaspora. Political Behavior. | link |
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| shum_2026_hk_diaspora_policy_ca conjoint · source = "conj" |
489 Hong Kong emigrants living in Canada (online survey, 2024-07 to 2024-11) chose between two parties/candidates in 5 tasks, described by policy toward Hong Kong, cross-Strait policy, policy toward China and three Canada-specific domestic proposals (economy, immigration, healthcare). One of four country tables from the same study. (CC0 1.0) Shum, M., Yeung, E., Chan, K. M., Chung, S., Tong, A., & Yip, K. S. (2026). Voice after exit: The prioritization of homeland-facing foreign policy among the Hong Kong diaspora. Political Behavior. | link |
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| shum_2026_hk_diaspora_policy_uk conjoint · source = "conj" |
703 Hong Kong emigrants living in the UK (online survey, 2024-07 to 2024-11) chose between two parties/candidates in 5 tasks, described by policy toward Hong Kong, cross-Strait policy, policy toward China and three the UK-specific domestic proposals (economy, immigration, healthcare). One of four country tables from the same study. (CC0 1.0) Shum, M., Yeung, E., Chan, K. M., Chung, S., Tong, A., & Yip, K. S. (2026). Voice after exit: The prioritization of homeland-facing foreign policy among the Hong Kong diaspora. Political Behavior. | link |
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| shum_2026_hk_diaspora_policy_us conjoint · source = "conj" |
459 Hong Kong emigrants living in the US (online survey, 2024-07 to 2024-08) chose between two parties/candidates in 5 tasks, described by policy toward Hong Kong, cross-Strait policy, policy toward China and three the US-specific domestic proposals (economy, immigration, healthcare). One of four country tables from the same study. (CC0 1.0) Shum, M., Yeung, E., Chan, K. M., Chung, S., Tong, A., & Yip, K. S. (2026). Voice after exit: The prioritization of homeland-facing foreign policy among the Hong Kong diaspora. Political Behavior. | link |
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| si09_sirt | Employee-helping behavior across 8 countries. (GPL-3.0) Fischer, R., & Karl, J. A. (2019). A primer to (cross-cultural) multi-group invariance testing possibilities in R. Frontiers in psychology, 1507. | link |
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| sibanda_2026_trophy_carnivores conjoint · source = "conj" |
Respondents rated the acceptability of one hypothetical trophy hunt of a large carnivore (hunter foreigner or local, species lion or leopard, revenue use) from a 2x2x2 vignette set; 3,694 respondents in ten publics (rural African communities, urban sub-Saharan, UK, US). (CC BY 4.0) Sibanda, L., et al. (2026). The international acceptability of trophy hunting in sub-Saharan Africa [Data set]. figshare. | link |
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| sibanda_2026_trophy_herbivores conjoint · source = "conj" |
Respondents rated the acceptability of one hypothetical trophy hunt of a large herbivore (species elephant or zebra, meat use, revenue use) from a 2x2x2 vignette set; 3,699 respondents in ten publics (rural African communities, urban sub-Saharan, UK, US). (CC BY 4.0) Sibanda, L., et al. (2026). The international acceptability of trophy hunting in sub-Saharan Africa [Data set]. figshare. | link |
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| sierakowska_2022_gses | Generalized Self-Efficacy Scale (Polish GSES), 10 items, 1-4 (no .. yes). 220 nurses in north-eastern Poland, online survey Dec 2020 - Jan 2021. Covariates: age, sex, residence, nursing role, education, self-rated health, workplace safety, peer-support atmosphere. (CC BY 4.0) Sierakowska M, Doroszkiewicz H (2022). Stress coping strategies used by nurses during the COVID-19 pandemic. PeerJ 10:e13288. https://doi.org/10.7717/peerj.13288 | link |
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| sierakowska_2022_minicope | Mini-COPE (Polish Brief COPE), 28 items, 0-3 (hardly ever .. almost always). 220 nurses in north-eastern Poland, online survey Dec 2020 - Jan 2021. Covariates: age, sex, residence, nursing role, education, self-rated health, workplace safety, peer-support atmosphere. (CC BY 4.0) Sierakowska M, Doroszkiewicz H (2022). Stress coping strategies used by nurses during the COVID-19 pandemic. PeerJ 10:e13288. https://doi.org/10.7717/peerj.13288 | link |
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| sierakowska_2022_pss10 | Perceived Stress Scale (PSS-10), 10 items, 0-4 (never .. very often). 220 nurses in north-eastern Poland, online survey Dec 2020 - Jan 2021. Covariates: age, sex, residence, nursing role, education, self-rated health, workplace safety, peer-support atmosphere. (CC BY 4.0) Sierakowska M, Doroszkiewicz H (2022). Stress coping strategies used by nurses during the COVID-19 pandemic. PeerJ 10:e13288. https://doi.org/10.7717/peerj.13288 | link |
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| sievert_2024_burden_perceptions conjoint · source = "conj" |
Single-vignette-set factorial survey (2x2x2): German adults saw or did not see three information pages on unemployment benefit ALG II (learning demands: forms download page; compliance demands: obligations; sanctions: benefit reductions) and rated approval of the policy, spending, prejudice estimates about recipients and legitimacy of the Federal Employment Agency. N = 1,602 (SoSci Panel, 2020). (CC0 1.0) Sievert, M., & Bruder, J. (2024). Unpacking the effects of burdensome state actions on citizens' policy perceptions. Public Administration, 102(3), 915-935. | link |
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| siguenza_2025_ucla | UCLA-R Loneliness Scale, Spanish version, 20 items, 1-4, 718 school-attending adolescents aged 14-18 from four institutions in Loja, Ecuador; cov_gender, cov_age. (CC0 1.0) Siguenza Campoverde, W. G., & Chamba Leiva, K. M. (2025). Factorial structure, validity, and gender invariance of the UCLA-R loneliness scale in ecuadorian adolescents. PLOS One, 20(9), e0328163. | link |
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| sijbrandij_2018_eq5d5l | EQ-5D-5L descriptive system, 5 items, 1-5 (no problems-extreme problems), 603 Indonesian women (132 with breast-cancer symptoms, 471 general population); cov_group, cov_age, cov_residence, cov_education, cov_income. (CC0 1.0) Sijbrandij, M. (2018). Quality of life in Indonesian women suspected of breast cancer and the general population [Data set]. DataverseNL. https://doi.org/10.34894/Y3H5GX | link |
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| sijbrandij_2018_whoqol_bref | WHOQOL-BREF (Indonesian), 26 items, 1-5, 603 Indonesian women (132 with breast-cancer symptoms, 471 general population); cov_group, cov_age, cov_residence, cov_education, cov_income. (CC0 1.0) Sijbrandij, M. (2018). Quality of life in Indonesian women suspected of breast cancer and the general population [Data set]. DataverseNL. https://doi.org/10.34894/Y3H5GX | link |
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| silk_2019_hyperactive | ADHD Hyperactive/Impulsive Criteria Symptoms (CC BY 4.0) Silk TJ, Malpas CB, Beare R, Efron D, Anderson V, et al. (2019) A network analysis approach to ADHD symptoms: More than the sum of its parts. PLOS ONE 14(1): e0211053. https://doi.org/10.1371/journal.pone.0211053 | link |
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| silk_2019_inattentive | ADHD Inattentive Criteria Symptoms (CC BY 4.0) Silk TJ, Malpas CB, Beare R, Efron D, Anderson V, et al. (2019) A network analysis approach to ADHD symptoms: More than the sum of its parts. PLOS ONE 14(1): e0211053. https://doi.org/10.1371/journal.pone.0211053 | link |
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| silva_2018_bsq | Body image, eating behavior and perceived health competence among Brazilian university students: MBDS, Body Shape Questionnaire (BSQ-8), WHOQoL-BREF, Perceived Health Competence Scale, Three-Factor Eating Questionnaire (CC BY 4.0) Silva, W. R. da, Campos, J. A. D. B., Maroco, J. et al. (2018). Impact of inherent aspects of body image, eating behavior and perceived health competence on quality of life of university students. PLOS ONE. https://doi.org/10.1371/journal.pone.0199480 | link |
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| silva_2018_mbds | Body image, eating behavior and perceived health competence among Brazilian university students: MBDS, Body Shape Questionnaire (BSQ-8), WHOQoL-BREF, Perceived Health Competence Scale, Three-Factor Eating Questionnaire (CC BY 4.0) Silva, W. R. da, Campos, J. A. D. B., Maroco, J. et al. (2018). Impact of inherent aspects of body image, eating behavior and perceived health competence on quality of life of university students. PLOS ONE. https://doi.org/10.1371/journal.pone.0199480 | link |
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| silva_2018_phcs | Body image, eating behavior and perceived health competence among Brazilian university students: MBDS, Body Shape Questionnaire (BSQ-8), WHOQoL-BREF, Perceived Health Competence Scale, Three-Factor Eating Questionnaire (CC BY 4.0) Silva, W. R. da, Campos, J. A. D. B., Maroco, J. et al. (2018). Impact of inherent aspects of body image, eating behavior and perceived health competence on quality of life of university students. PLOS ONE. https://doi.org/10.1371/journal.pone.0199480 | link |
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| silva_2018_tfeq | Body image, eating behavior and perceived health competence among Brazilian university students: MBDS, Body Shape Questionnaire (BSQ-8), WHOQoL-BREF, Perceived Health Competence Scale, Three-Factor Eating Questionnaire (CC BY 4.0) Silva, W. R. da, Campos, J. A. D. B., Maroco, J. et al. (2018). Impact of inherent aspects of body image, eating behavior and perceived health competence on quality of life of university students. PLOS ONE. https://doi.org/10.1371/journal.pone.0199480 | link |
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| silva_2018_whoqol | Body image, eating behavior and perceived health competence among Brazilian university students: MBDS, Body Shape Questionnaire (BSQ-8), WHOQoL-BREF, Perceived Health Competence Scale, Three-Factor Eating Questionnaire (CC BY 4.0) Silva, W. R. da, Campos, J. A. D. B., Maroco, J. et al. (2018). Impact of inherent aspects of body image, eating behavior and perceived health competence on quality of life of university students. PLOS ONE. https://doi.org/10.1371/journal.pone.0199480 | link |
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| silva_2022_crsy | Community Resilience Scale for Youth, all 16 administered items on a 1-5 scale, young people in four Portuguese regions; itemcov_retained marks the 12 items the published scale kept, and items are numbered by their original questionnaire position. 57,008 responses from 3,563 respondents on 16 items. (CC BY 4.0) Silva, S. M., Silva, A. M., Faria, S., & Nata, G. (2022). Development and validation of a Community Resilience Scale for Youth (CRS-Y) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6557048 | link |
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| silva_2023_ecohis | 13-item Early Childhood Oral Health Impact Scale (ECOHIS, 0-5 scale), n=371 preschoolers, Brazil (CC BY 4.0) Silva et al. (2023). The Early Childhood Oral Health Impact Scale (ECOHIS): psychometric properties and application on preschoolers. PeerJ. | link |
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| silvia_2021_bicb | Biographical Inventory of Creative Behaviors (BICB), 34 yes/no everyday creative activities in the past 12 months, 2,359 U.S. adults pooled from seven studies (CC BY 4.0) Silvia, P. J., Rodriguez, R. M., Beaty, R. E., Frith, E., Kaufman, J. C., Loprinzi, P., & Reiter-Palmon, R. (2021). Measuring everyday creativity: A Rasch model analysis of the Biographical Inventory of Creative Behaviors (BICB) scale. Thinking Skills and Creativity, 39, 100797. | link |
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| silvia_2024_funny | Funny Selves: Development of the Humor Efficacy and Identity Short Scales (HEISS) (CC BY 4.0) Silvia, P. J., Rodriguez, R. M., & Karwowski, M. (2021). Funny selves: Development of the humor efficacy and identity short scales (HEISS). Personality and Individual Differences, 182, 111093. | link |
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| simard_2018_epm_behavior | 3-item Elevated Plus Maze (EPM) behavioral-phenotyping battery (time in open arms, % distance in open arms, total distance traveled), FGF2-knockout antidepressant mouse study (CC BY 4.0) Simard S, Shail P, MacGregor J, et al. (2018) Fibroblast growth factor 2 is necessary for the antidepressant effects of fluoxetine. PLOS ONE 13(9): e0204980. | link |
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| simo_sanz_2018_spai | Spanish adaptation and validation of the Smartphone Addiction Inventory (SPAI); 2,958 Spanish adults answering all 26 SPAI items on a 1-4 agreement scale, with smartphone-usage and demographic covariates. Item text not shipped (the deposit carries no variable labels; the Spanish wording is in the article Table 2). (CC BY 4.0) Simo-Sanz C, Ballestar-Tarin ML, Martinez-Sabater A (2018). Smartphone Addiction Inventory (SPAI): Translation, adaptation and validation of the tool in Spanish adult population. PLOS ONE 13(10): e0205389. | link |
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| simsalRbim_Human_LargeValence_2017 | preference tests in humans and animals (GPL-3.0) Pfefferle, D., Talbot, S. R., Kahnau, P., Cassidy, L. C., Brockhausen, R. R., Jaap, A., ... & Lewejohann, L. (2025). Advancing preference testing in humans and animals. Behavior Research Methods, 57(7), 193. | link |
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| simsalRbim_Human_LargeValence_2018 | preference tests in humans and animals (GPL-3.0) Pfefferle, D., Talbot, S. R., Kahnau, P., Cassidy, L. C., Brockhausen, R. R., Jaap, A., ... & Lewejohann, L. (2025). Advancing preference testing in humans and animals. Behavior Research Methods, 57(7), 193. | link |
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| simsalRbim_Human_LowValence_2017 | preference tests in humans and animals (GPL-3.0) Pfefferle, D., Talbot, S. R., Kahnau, P., Cassidy, L. C., Brockhausen, R. R., Jaap, A., ... & Lewejohann, L. (2025). Advancing preference testing in humans and animals. Behavior Research Methods, 57(7), 193. | link |
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| simsalRbim_Mice_LargeValence | preference tests in humans and animals (GPL-3.0) Pfefferle, D., Talbot, S. R., Kahnau, P., Cassidy, L. C., Brockhausen, R. R., Jaap, A., ... & Lewejohann, L. (2025). Advancing preference testing in humans and animals. Behavior Research Methods, 57(7), 193. | link |
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| simsalRbim_Mice_LowValence | preference tests in humans and animals (GPL-3.0) Pfefferle, D., Talbot, S. R., Kahnau, P., Cassidy, L. C., Brockhausen, R. R., Jaap, A., ... & Lewejohann, L. (2025). Advancing preference testing in humans and animals. Behavior Research Methods, 57(7), 193. | link |
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| simsalRbim_Monkey_LargeValence | preference tests in humans and animals (GPL-3.0) Pfefferle, D., Talbot, S. R., Kahnau, P., Cassidy, L. C., Brockhausen, R. R., Jaap, A., ... & Lewejohann, L. (2025). Advancing preference testing in humans and animals. Behavior Research Methods, 57(7), 193. | link |
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| simsalrbim_human | Human picture preference tests: 21 paired choices among 7 pictures per person (resp = 1 for the picture chosen, 0 for the other). Three studies pooled, distinguished by cov_sample: LargeValence_2017 (N=32) and LargeValence_2018 (N=16) share 7 strongly valenced pictures; LowValence_2017 (N=63) uses 7 different, mildly valenced ones. (GPL-3.0) Pfefferle, D., Talbot, S. R., Kahnau, P., Cassidy, L. C., Brockhausen, R. R., Jaap, A., ... & Lewejohann, L. (2025). Advancing preference testing in humans and animals. Behavior Research Methods, 57(7), 193. | link |
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| sinaii_2025_nih_heals | NIH Healing Experience of All Life Stressors (NIH-HEALS, 35 items, 1-5) completed by 363 adults across four samples: patients with serious illness, COVID-19 healthcare workers, hereditary gastric cancer patients/family, and cancer patients. (CC BY 4.0) Vocci, M. C., Bagereka, P., Ameli, R., et al. (2025). Development of the National Institute of Health Healing Experience of All Life Stressors Short Form (NIH-HEALS-SF). PLOS Mental Health. https://doi.org/10.1371/journal.pmen.0000276 | link |
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| sinche_2017_skill_development | 15-item Skill Development scale (how much each transferable skill was developed during doctoral training, 1-5 scale), from a national survey of science PhDs (N=7278). (CC BY 4.0) Sinche M, Layton R, Brandt P, O'Connell A, Hall J, Freeman A, et al. (2017) An evidence-based evaluation of transferrable skills and job satisfaction for science PhDs. PLoS ONE. | link |
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| sinche_2017_skill_importance | 15-item Skill Importance scale (how important each transferable skill is for the respondent's current job, 1-5 scale), asked of the currently-employed subset of a national survey of science PhDs (N=3820). (CC BY 4.0) Sinche M, Layton R, Brandt P, O'Connell A, Hall J, Freeman A, et al. (2017) An evidence-based evaluation of transferrable skills and job satisfaction for science PhDs. PLoS ONE. | link |
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| singh_2021_chile_democracy conjoint · source = "conj" |
Paired conjoint on preferred democratic institutions in Chile: 2,385 online respondents (2,650 in the file) compared up to 5 pairs of hypothetical democratic systems varying who can vote, law creation, same-sex marriage, presidential power, voting rules, party system and electoral system (Spanish text); outcome is a forced choice. (CC0 1.0) Singh, S. P., & Williams, N. S. (2021). What type of democracy do Chileans want? Research & Politics, 8(3), 20531680211031045. | link |
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| singh_2022_compulsory_voting conjoint · source = "conj" |
Argentine respondents near the age-18 and age-70 compulsory-voting thresholds (after the October 2019 general election; n=2,042, ages 16-19 and 67-72) each made 5 choices between two candidates varying in positions on the deficit, IMF loans and abortion, experience, family, gender, favorite music and favorite food. (CC0 1.0) Singh, S. P. (2022). Does compulsory voting affect how voters choose? A test using a combined conjoint and regression discontinuity analysis. Comparative Political Studies, 55(12), 2119-2143. | link |
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| singh_2025_identity_cse | Evaluates perceptions of social groups as sources of self-worth, social importance, and personal impact (CC BY 4.0) Singh KK, Elliot AJ, Handley ED, Jamieson JP (2025) Identity as a resource or a demand. PLoS ONE 20(1): e0318449. https://doi.org/10.1371/journal.pone.0318449 | link |
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| singh_2025_identity_gi | Assesses feelings of belonging, similarity, and emotional bonds with one's ethnic or racial group (CC BY 4.0) Singh KK, Elliot AJ, Handley ED, Jamieson JP (2025) Identity as a resource or a demand. PLoS ONE 20(1): e0318449. https://doi.org/10.1371/journal.pone.0318449 | link |
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| singh_2025_identity_grit | Measures persistence, perseverance, and dedication towards long-term goals (CC BY 4.0) Singh KK, Elliot AJ, Handley ED, Jamieson JP (2025) Identity as a resource or a demand. PLoS ONE 20(1): e0318449. https://doi.org/10.1371/journal.pone.0318449 | link |
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| singh_2025_identity_irs | Assesses perceptions of ethnic-racial identity functioning as a resource, advantage, burden, or stressor (CC BY 4.0) Singh KK, Elliot AJ, Handley ED, Jamieson JP (2025) Identity as a resource or a demand. PLoS ONE 20(1): e0318449. https://doi.org/10.1371/journal.pone.0318449 | link |
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| singh_2025_identity_pba | Assesses the extent to which individuals avoid social interactions and relationships with members of other ethnic or racial groups (CC BY 4.0) Singh KK, Elliot AJ, Handley ED, Jamieson JP (2025) Identity as a resource or a demand. PLoS ONE 20(1): e0318449. https://doi.org/10.1371/journal.pone.0318449 | link |
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| singh_2025_identity_pds | Assesses the frequency of being treated with less respect, courtesy, or dignity in daily life (CC BY 4.0) Singh KK, Elliot AJ, Handley ED, Jamieson JP (2025) Identity as a resource or a demand. PLoS ONE 20(1): e0318449. https://doi.org/10.1371/journal.pone.0318449 | link |
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| singh_2025_identity_pia | Measures feelings of nervousness, unease, and tension when interacting with members of other ethnic or racial groups (CC BY 4.0) Singh KK, Elliot AJ, Handley ED, Jamieson JP (2025) Identity as a resource or a demand. PLoS ONE 20(1): e0318449. https://doi.org/10.1371/journal.pone.0318449 | link |
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| singh_2025_identity_pit | Evaluates perceptions of honesty, trustworthiness, and kindness of members from other ethnic or racial groups (CC BY 4.0) Singh KK, Elliot AJ, Handley ED, Jamieson JP (2025) Identity as a resource or a demand. PLoS ONE 20(1): e0318449. https://doi.org/10.1371/journal.pone.0318449 | link |
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| singh_2025_identity_pss | Measures the frequency of stress, feelings of control, and ability to manage personal difficulties over the past month (CC BY 4.0) Singh KK, Elliot AJ, Handley ED, Jamieson JP (2025) Identity as a resource or a demand. PLoS ONE 20(1): e0318449. https://doi.org/10.1371/journal.pone.0318449 | link |
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| singleton_2021_carbon_reduction | Pro-environmental-behavior scale, hospital pharmacy staff, 15 items, N=106 (CC BY 4.0) Singleton, J. A., et al. (2021). Do legislated carbon reduction targets influence pro-environmental behaviours in public hospital pharmacy departments? Using mixed methods to compare Australia and the UK. PLOS ONE. | link |
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| singleton_2021_roundabout_bicycle conjoint · source = "conj" |
Stated-choice experiment on roundabout design for bicycling: 613 US survey respondents chose between two pictured roundabouts in six tasks, described by central island size, number of lanes, bicycle facility, traffic volume and speed limit. (CC0 1.0) Singleton, P. A., & Poudel, N. (2021). singletonpa/bicycle-safety-roundabouts: Initial release of survey data and stated preference analysis [Data set]. Zenodo. | link |
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| sinsopa_2025_stopbang | Modified STOP-Bang questionnaire (7 binary screening items) for obstructive sleep apnea in individuals with BMI<35, Thailand. N=188. (CC BY 4.0) Sinsopa N, Tripakornkusol V (2025). Modified STOP-Bang questionnaire for detecting obstructive sleep apnea in individuals with a body mass index below 35 kg/m2. PeerJ 13:e20310. | link |
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| sirota_2018_crt | Cognitive Reflection Test, 7 items, 452 respondents randomised to open, 2-option or 4-option response format (cov_format); resp = correct, resp_raw = 1 correct / 2 intuitive incorrect / 3 other incorrect. (CC BY 4.0) Sirota, M., & Juanchich, M. (2018). Effect of response format on cognitive reflection: Validating a two- and four-option multiple choice question version of the Cognitive Reflection Test. Behavior Research Methods, 50, 2511-2522. | link |
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| sirota_2018_crt_nom nominal · source = "nom" |
Nominal companion of sirota_2018_crt: Cognitive Reflection Test, 7 items, 452 respondents; text = 1 correct / 2 intuitive incorrect / 3 other incorrect, under open / 2-option / 4-option formats (cov_format). (CC BY 4.0) Sirota, M., & Juanchich, M. (2018). Effect of response format on cognitive reflection: Validating a two- and four-option multiple choice question version of the Cognitive Reflection Test. Behavior Research Methods, 50, 2511-2522. | link |
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| sirovica_2022_system_attitude | Attitude to a cow-calf management system (agree / appropriate / acceptable), 3 items on a 1-7 scale, answered by 1,794 Canadian and US respondents. Covariates: cov_system, cov_age, cov_sex, cov_country, cov_children, cov_pets, cov_education, cov_income, cov_location, cov_dairy_consumption, cov_industry_familiarity, cov_industry_involvement. (CC0 1.0) Sirovica, L., Ritter, C., Hendricks, J., Weary, D., & Gulati, S. (2022). Replication Data and Supplementary Material for: Public attitude towards and perceptions of dairy cattle welfare in cow-calf management systems differing in type of social and maternal contact [Dataset]. Borealis. | link |
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| sirovica_2022_welfare_perception | Perceived welfare of the cow, calf and foster cow on five dimensions (quality of life, care, health, feelings, natural life), 15 items on a 1-7 scale, answered by 1,794 Canadian and US respondents. Covariates: cov_system, cov_age, cov_sex, cov_country, cov_children, cov_pets, cov_education, cov_income, cov_location, cov_dairy_consumption, cov_industry_familiarity, cov_industry_involvement. (CC0 1.0) Sirovica, L., Ritter, C., Hendricks, J., Weary, D., & Gulati, S. (2022). Replication Data and Supplementary Material for: Public attitude towards and perceptions of dairy cattle welfare in cow-calf management systems differing in type of social and maternal contact [Dataset]. Borealis. | link |
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| sirovica_2022_welfare_relevance | How relevant animal welfare is for the cow, the calf and the foster cow, 3 items on a 1-6 scale, answered by 1,794 Canadian and US respondents. Covariates: cov_system, cov_age, cov_sex, cov_country, cov_children, cov_pets, cov_education, cov_income, cov_location, cov_dairy_consumption, cov_industry_familiarity, cov_industry_involvement. (CC0 1.0) Sirovica, L., Ritter, C., Hendricks, J., Weary, D., & Gulati, S. (2022). Replication Data and Supplementary Material for: Public attitude towards and perceptions of dairy cattle welfare in cow-calf management systems differing in type of social and maternal contact [Dataset]. Borealis. | link |
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| sirventruiz_2025_pdat | 26-item Predictors of Dropout in Addiction Treatment scale, 1-5; repeated assessments during admission, with a wave column. 243 respondents x 26 items = 22828 responses. (CC BY 4.0) Sirvent-Ruiz, C., Miranda, M., & Moral-Jimenez, M. (2025). Prediction of therapeutic dropout in patients with addictions: Development and validation of the Predictors of Dropout in Addiction Treatment (PDAT). PLOS ONE. https://doi.org/10.1371/journal.pone.0326853 | link |
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| sison_2022_hiv_testing_stigma | Anticipated HIV testing stigma (3 author-constructed items) on a 0-6 agreement scale, Filipino men who have sex with men and transgender women recruited online and in Metro Manila venues (2016). 2,697 responses from 899 respondents on 3 items. (CC0 1.0) Sison OT, Baja ES, Bermudez ANC, Quilantang MIN, Dalmacion GV, Guevara EG, Garces-Bacsal RM, Hemingway C, Taegtmeyer M, Operario D, Biello KB (2022). Association of anticipated HIV testing stigma and provider mistrust on preference for HIV self-testing among cisgender men who have sex with men in the Philippines. BMC Public Health, 22, 2362. https://doi.org/10.1186/s12889-022-14834-x | link |
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| sison_2022_provider_mistrust | Provider mistrust at HIV testing facilities (4 author-constructed items) on a 0-6 agreement scale, Filipino men who have sex with men and transgender women recruited online and in Metro Manila venues (2016). 3,596 responses from 899 respondents on 4 items. (CC0 1.0) Sison OT, Baja ES, Bermudez ANC, Quilantang MIN, Dalmacion GV, Guevara EG, Garces-Bacsal RM, Hemingway C, Taegtmeyer M, Operario D, Biello KB (2022). Association of anticipated HIV testing stigma and provider mistrust on preference for HIV self-testing among cisgender men who have sex with men in the Philippines. BMC Public Health, 22, 2362. https://doi.org/10.1186/s12889-022-14834-x | link |
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| skalka2025_ai_literacy | AI Literacy Questionnaire (50 items, 10 subscales); Polish university students; 3 cohorts 2022-2024; N=1205; 0-5 ordinal (CC BY 4.0) Skalka, J., & Przybyła-Kasperek, M. (2025). AI Literacy Questionnaire data [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.29488523.v2 | link |
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| skarzauskiene_2026_attitudes_science | Attitudes toward science and technology, 11 items on a 1-5 agreement scale, Lithuanian residents, general-population survey. 9,810 responses from 980 respondents on 11 items. (CC BY 4.0) Skarzauskiene, A., Maciuliene, M., & Guleviciute, G. (2026). INFODEMIJA: Survey of Lithuanian Residents on Science Communication, Trust in Science, and Misinformation (2024) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21134839 | link |
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| skarzauskiene_2026_big_five | Big Five personality items, 14 items on a 1-5 agreement scale, Lithuanian residents, general-population survey. 13,704 responses from 998 respondents on 14 items. (CC BY 4.0) Skarzauskiene, A., Maciuliene, M., & Guleviciute, G. (2026). INFODEMIJA: Survey of Lithuanian Residents on Science Communication, Trust in Science, and Misinformation (2024) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21134839 | link |
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| skarzauskiene_2026_fake_news_agree | Perceptions of fake news, 6 items on a 1-5 agreement scale, Lithuanian residents, general-population survey. 5,438 responses from 982 respondents on 6 items. (CC BY 4.0) Skarzauskiene, A., Maciuliene, M., & Guleviciute, G. (2026). INFODEMIJA: Survey of Lithuanian Residents on Science Communication, Trust in Science, and Misinformation (2024) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21134839 | link |
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| skarzauskiene_2026_fake_news_frequency | Fake-news-related behaviours, 4 items on a 1-5 frequency scale, Lithuanian residents, general-population survey. 3,659 responses from 947 respondents on 4 items. (CC BY 4.0) Skarzauskiene, A., Maciuliene, M., & Guleviciute, G. (2026). INFODEMIJA: Survey of Lithuanian Residents on Science Communication, Trust in Science, and Misinformation (2024) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21134839 | link |
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| skarzauskiene_2026_information_sources | Frequency of use of information sources, 10 items on a 1-5 frequency scale, Lithuanian residents, general-population survey. 9,551 responses from 989 respondents on 10 items. (CC BY 4.0) Skarzauskiene, A., Maciuliene, M., & Guleviciute, G. (2026). INFODEMIJA: Survey of Lithuanian Residents on Science Communication, Trust in Science, and Misinformation (2024) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21134839 | link |
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| skarzauskiene_2026_science_behaviors | Science-related behaviours and participation, 4 items on a 1-5 frequency scale, Lithuanian residents, general-population survey. 3,944 responses from 994 respondents on 4 items. (CC BY 4.0) Skarzauskiene, A., Maciuliene, M., & Guleviciute, G. (2026). INFODEMIJA: Survey of Lithuanian Residents on Science Communication, Trust in Science, and Misinformation (2024) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21134839 | link |
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| skarzauskiene_2026_science_engagement | Engagement with and interest in science, 4 items on a 1-5 scale, Lithuanian residents, general-population survey. 3,661 responses from 934 respondents on 4 items. (CC BY 4.0) Skarzauskiene, A., Maciuliene, M., & Guleviciute, G. (2026). INFODEMIJA: Survey of Lithuanian Residents on Science Communication, Trust in Science, and Misinformation (2024) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21134839 | link |
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| skarzauskiene_2026_social_trust | Social trust, 5 items on a 1-5 agreement scale, Lithuanian residents, general-population survey. 4,928 responses from 997 respondents on 5 items. (CC BY 4.0) Skarzauskiene, A., Maciuliene, M., & Guleviciute, G. (2026). INFODEMIJA: Survey of Lithuanian Residents on Science Communication, Trust in Science, and Misinformation (2024) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21134839 | link |
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| skarzauskiene_2026_trust_science | Trust in science and institutions, 8 items on a 1-5 agreement scale, Lithuanian residents, general-population survey. 7,127 responses from 985 respondents on 8 items. (CC BY 4.0) Skarzauskiene, A., Maciuliene, M., & Guleviciute, G. (2026). INFODEMIJA: Survey of Lithuanian Residents on Science Communication, Trust in Science, and Misinformation (2024) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.21134839 | link |
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| skigin_2023_victim_solidarity conjoint · source = "conj" |
Mexican respondents (Study 2, n=1,949) read 4 vignettes each about a victim of violence varying the nature of violence, perpetrator, crime and the victim's occupation, nationality, ethnicity and gender, then decided whether and how much to donate and rated the victim (feeling thermometer, social distance, compassion, helping norms). (CC0 1.0) Skigin, N. (2023). Prosocial behavior amid violence: The deservingness heuristic and solidarity with victims. Political Psychology. | link |
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| skrzypek_2020_neo_ffi | NEO Five-Factor Inventory, 60 items, 0-4; N = 390 Polish dietetics students; cov_age, cov_gender, cov_specialty, cov_level, cov_year. (CC BY 4.0) Skrzypek, M., Turska, D., Szostak-Węgierek, D., & Ostrowska, L. (2020). Dietetics students declaring a preference for direct work with patients show a poor personality predisposition to use the patient-centered counseling approach. Mendeley Data, V1. https://doi.org/10.17632/d4yd7trhnx | link |
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| skrzypek_2020_svs | Schwartz Value Survey, 56 values rated -1 (opposed to my values) to 7 (of supreme importance); N = 390; same covariates. (CC BY 4.0) Skrzypek, M., Turska, D., Szostak-Węgierek, D., & Ostrowska, L. (2020). Dietetics students declaring a preference for direct work with patients show a poor personality predisposition to use the patient-centered counseling approach. Mendeley Data, V1. https://doi.org/10.17632/d4yd7trhnx | link |
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| skurvydas_2024_vigour | 4-item Brunel Mood Scale (BRUMS) Vigour subscale (Energetic/Active/Lively/Alert, 0-4 "not at all"-"extremely"), Lithuanian adults survey on leisure-time vs work-related physical activity (CC BY 4.0) Skurvydas A, et al. (2024) Leisure-time physical activity improves happiness, health, and mood profile better than work-related physical activity. PLoS ONE. | link |
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| sleboda_2021_risk_benefit | 80-item risk/benefit perception battery (5 hazard domains x 16 semantic-differential dimensions) (CC BY 4.0) Sleboda P, Lagerkvist CJ (2021). The inverse relation between risks and benefits: The impact of individual differences in information processing style. PLOS ONE, 16(8), e0255569. https://doi.org/10.1371/journal.pone.0255569 | link |
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| sleiman_2025_online_dating conjoint · source = "conj" |
UK Prolific respondents aged 18-40 (July 2023) chose between two online-dating profiles (photo plus text) varying on 8 binary attributes: party, political tolerance, ideology, race, education, diet, attractiveness, height. 2,993 respondents, 16 fixed D-optimal choice sets each (female or male profiles by orientation); forced choice. (CC0 1.0) Sleiman, Y., Melios, G., & Dolan, P. (2025). "Sleeping with the enemy": Partisanship and tolerance in online dating. Political Science Research and Methods. | link |
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| smacof_pvq40 | Abbreviated version of PVQ40 (GPL-3.0) Borg, I., Bardi, A., & Schwartz, S. H. (2017). Does the value circle exist within persons or only across persons? Journal of Personality, 85(2), 151-162 | link |
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| smeele_2025_health_insurance conjoint · source = "conj" |
Discrete choice experiment on Dutch health insurance policy: 708 adults (July-August 2023) made 14 forced choices between two policies for including new medicines in the basic package, described by patient deaths and the change in monthly premium; outcomes are the choice and a per-task certainty rating (1-5). (CC BY-NC 4.0) Smeele, N. V. R., van Cranenburgh, S., Donkers, B., Schermer, M. H. N., & de Bekker-Grob, E. W. (2025). Taboo trade-off aversion in choice behaviors: A discrete choice model and application to health-related decisions. Social Science & Medicine, 386, 118606. | link |
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| smeele_2025_organ_transplant conjoint · source = "conj" |
Dual-response discrete choice experiment on funding refurbished organs for transplantation: 691 Dutch adults (July-August 2023) made 10 choices between two policies described by patient deaths, monthly premium change and recipients' quality of life, first forced, then against a constant third alternative (the current situation); outcomes are both stages' choices. (CC BY-NC 4.0) Smeele, N. V. R., van Cranenburgh, S., Donkers, B., Schermer, M. H. N., & de Bekker-Grob, E. W. (2025). Taboo trade-off aversion in choice behaviors: A discrete choice model and application to health-related decisions. Social Science & Medicine, 386, 118606. | link |
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| smirnov_2025_enrollment_motives | Eleven enrollment motives for doctoral study, dummy coded 1 = selected / 0 = not selected; they are the options of one multiple-choice question, which the source itself analyses as eleven binary indicators via latent class analysis. Russian doctoral students from a nationwide survey. 13,937 responses from 1,267 respondents on 11 items. (CC BY 4.0) Smirnov, N.; Tarasova, E. (2025). Motivation matters: How enrollment motives shape doctoral experiences and career aspirations. PLOS ONE, 20(9), e0330679. https://doi.org/10.1371/journal.pone.0330679 | link |
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| smith_2022_expressive_partisan | Expressive partisanship scale, 8 statements (eff_part1-8), 1 strongly disagree to 5 strongly agree; N = 1,374 US online-panel respondents. Same covariates as smith_2022_trust. (CC0 1.0) Smith, K. (2022). Replication Data for: Multi-dimensional partisanship shapes climate policy support and behaviors (V2). Harvard Dataverse. https://doi.org/10.7910/DVN/8V9FDH | link |
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| smith_2022_negative_partisan | Negative partisanship: out-party members rated as immoral, lazy, close-minded, less intelligent, dishonest (neg_part1-5), 1 a lot less to 5 a lot more; N = 1,313 US online-panel respondents. Same covariates as smith_2022_trust. (CC0 1.0) Smith, K. (2022). Replication Data for: Multi-dimensional partisanship shapes climate policy support and behaviors (V2). Harvard Dataverse. https://doi.org/10.7910/DVN/8V9FDH | link |
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| smith_2022_trust | Trust in seven targets (president, Congress, state/local government, neighbours, family, people of another nationality, people met for the first time), 1 no trust at all to 7 completely trust; N = 1,596 US online-panel respondents (Mayer & Smith, multi-dimensional partisanship and climate policy). cov_age, cov_female, cov_race_ethnicity, cov_region, cov_educ, cov_income, cov_party_id. (CC0 1.0) Smith, K. (2022). Replication Data for: Multi-dimensional partisanship shapes climate policy support and behaviors (V2). Harvard Dataverse. https://doi.org/10.7910/DVN/8V9FDH | link |
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| smith_2023_candidates_brazil conjoint · source = "conj" |
1,817 Brazilian adults recruited by Facebook ads (May 2019) each chose between 3 pairs of hypothetical federal deputy candidates varying sex, age, education, occupation, experience, religion (Catholic/Evangelical) and abortion, economic and security policy stances. (CC0 1.0) Smith, A. E., & Boas, T. C. (2023). Religion, sexuality politics, and the transformation of Latin American electorates. British Journal of Political Science, 54, 816-835. | link |
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| smith_2023_candidates_chile conjoint · source = "conj" |
3,732 Chilean adults recruited by Facebook ads (May 2019) each chose between 3 pairs of hypothetical diputado candidates varying sex, age, education, occupation, experience, religion (Catholic/Evangelical) and abortion, economic and security policy stances. (CC0 1.0) Smith, A. E., & Boas, T. C. (2023). Religion, sexuality politics, and the transformation of Latin American electorates. British Journal of Political Science, 54, 816-835. | link |
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| smith_2023_candidates_peru conjoint · source = "conj" |
3,698 Peruvian adults recruited by Facebook ads (May 2019) each chose between 3 pairs of hypothetical congressional candidates varying sex, age, education, occupation, experience, religion (Catholic/Evangelical) and abortion, economic and security policy stances. (CC0 1.0) Smith, A. E., & Boas, T. C. (2023). Religion, sexuality politics, and the transformation of Latin American electorates. British Journal of Political Science, 54, 816-835. | link |
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| smith_2024_supply_chain conjoint · source = "conj" |
Online respondents in 14 countries (Brazil, India and 12 large OECD importers; n = 28,004) each judged 5 pairs of proposals for a new supply-chain disclosure law that varied which companies it covers, reporting strictness and sanctions; for each proposal they said whether they were in favour or opposed. Indonesia is left out because its support coding is inconsistent. (CC BY 4.0) Smith, E. K., Kolcava, D., & Bernauer, T. (2024). Stringent sustainability regulations for global supply chains are supported across middle-income democracies. Nature Communications, 15, 1049. | link |
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| smith_2025_second_look conjoint · source = "conj" |
800 YouGov US respondents each judged three hypothetical applications for second-look sentencing, randomizing eight text attributes (age, gender, race, crime, childhood, rehabilitation, warden and victim statements). Outcome: the decision on the application (release now to deny permanently). (CC0 1.0) Smith, P., Graham, A., Cullen, F. T., Pickett, J. T., Jonson, C. L., Hannan, K. R., & Pompoco, A. (2025). Public support for universal second look sentencing, a research note. Criminology, 63(1), 280-293. | link |
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| smoking_perseverance_mcneish_2025 | A 28-day intensive longitudinal dataset capturing self-reported perseverance on three items rated multiple times per day (CC BY 4.0) McNeish, D. (2025). A Primer on Intensive Longitudinal Psychometrics | link |
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| smpi_lorenzoluaces_2020_gad7 | Self-reported frequency of generalized anxiety symptoms (CC BY 4.0) Lorenzo Lorenzo-Luaces, Lauren A. Rutter, Matthew D. Scalco, Carving depression at its joints? Psychometric properties of the Sydney Melancholia Prototype Index, Psychiatry Research, Volume 293,2020, 113410, ISSN 0165-1781. | link |
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| smpi_lorenzoluaces_2020_phq9 | Self-reported frequency of DSM-5 depression symptoms (CC BY 4.0) Lorenzo Lorenzo-Luaces, Lauren A. Rutter, Matthew D. Scalco, Carving depression at its joints? Psychometric properties of the Sydney Melancholia Prototype Index, Psychiatry Research, Volume 293,2020, 113410, ISSN 0165-1781. | link |
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| smpi_lorenzoluaces_2020_shaps | Self-reported hedonic capacity, higher scores indicating anhedonia (CC BY 4.0) Lorenzo Lorenzo-Luaces, Lauren A. Rutter, Matthew D. Scalco, Carving depression at its joints? Psychometric properties of the Sydney Melancholia Prototype Index, Psychiatry Research, Volume 293,2020, 113410, ISSN 0165-1781. | link |
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| smpi_lorenzoluaces_2020_smpi | Self-reported melancholic and non-melancholic depression prototype features (CC BY 4.0) Lorenzo Lorenzo-Luaces, Lauren A. Rutter, Matthew D. Scalco, Carving depression at its joints? Psychometric properties of the Sydney Melancholia Prototype Index, Psychiatry Research, Volume 293,2020, 113410, ISSN 0165-1781. | link |
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| smyk_2025_working_time conjoint · source = "conj" |
343 Polish adults (Answeo online panel, April 2021) each judged three vignettes (hairdresser, lawyer, retail salesperson) in which a worker's fixed hours become flexible, with the worker's gender (by name) and the initiator of the change (employee or employer) randomized under a balanced design. Outcomes: whether the wage should fall, stay or rise (1-3) and the recommended change in PLN. (CC0 1.0) Smyk, M., van der Velde, L., & Tyrowicz, J. (2025). Paying for ideal discretion: A framed field experiment on working time arrangements. Gospodarka Narodowa: The Polish Journal of Economics, 322(2), 1-28. | link |
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| snagovsky_2020_candidates_australia conjoint · source = "conj" |
Australian adults (943 panel respondents, 925 with an answer; ANU/Life in Australia wave 7 variables) chose between 5 pairs of hypothetical candidates described by 12 attributes (ideology stored as two source columns, 13 attr_ columns) including gender, party, ideology, country of birth, cultural background and other language spoken; forced choice with a don't-know option. (CC0 1.0) Snagovsky, F., Kang, W. C., Sheppard, J., & Biddle, N. (2020). Does descriptive representation increase perceptions of legitimacy? Evidence from Australia. Australian Journal of Political Science, 55(4), 378-398. | link |
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| sned_bendall_2024 | The Salford Nature Environments Database (SNED) (CC0 1.0) Bendall, R. C., Royle, S., Dodds, J., Watmough, H., Gillman, J. C., Beevers, D., ... & Gregory, S. E. (2025). The Salford Nature Environments Database (SNED): an open-access database of standardized high-quality pictures from natural environments. Behavior Research Methods, 57(1), 1-17. | link |
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| sobczak_2024_bmast | Brief Michigan Alcoholism Screening Test (bMAST), 10 items, 0/1 endorsement (deposited weighted 0/2 and 0/5; weights in the script header); N = 565 Polish university students; cov_sex, cov_age, cov_study_year, cov_study_type. (CC BY 4.0) Sobczak, M., & Rogowska, A. M. (2024). How sex indirectly affects problematic alcohol drinking through the Dark Triad of personality. Mendeley Data, V1. https://doi.org/10.17632/735s7fvt99 | link |
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| sobczak_2024_dddt | Dirty Dozen Dark Triad (DDDT), 12 items, 1-5; N = 565 Polish university students; cov_sex, cov_age, cov_study_year, cov_study_type. (CC BY 4.0) Sobczak, M., & Rogowska, A. M. (2024). How sex indirectly affects problematic alcohol drinking through the Dark Triad of personality. Mendeley Data, V1. https://doi.org/10.17632/735s7fvt99 | link |
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| social_media_godard_2026_msfu | Multidimensional Scale of Facebook Use (CC BY 4.0) Godard, R., Draper, Z.A., Holtzman, S. et al. (De)construction on the road ahead: Item response theory and psychometric analysis of self-report measures of active and passive social media use. Curr Psychol 45, 498 (2026). https://doi.org/10.1007/s12144-026-09064-y | link |
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| social_media_godard_2026_paum | Passive and Active Use Measure (CC BY 4.0) Godard, R., Draper, Z.A., Holtzman, S. et al. (De)construction on the road ahead: Item response theory and psychometric analysis of self-report measures of active and passive social media use. Curr Psychol 45, 498 (2026). https://doi.org/10.1007/s12144-026-09064-y | link |
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| socialstereotype_hughes_2025_judgement | Judgment of consument experience (CC BY 4.0) Hughes, B. T., Jacobson, R., Rule, N. O., & Srivastava, S. (2025). Stereotypes and social decisions: The interpersonal consequences of socioeconomic status. Journal of Personality and Social Psychology. | link |
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| socialstereotype_hughes_2025_personality_other | Ratings of personality by a rater (CC BY 4.0) Hughes, B. T., Jacobson, R., Rule, N. O., & Srivastava, S. (2025). Stereotypes and social decisions: The interpersonal consequences of socioeconomic status. Journal of Personality and Social Psychology. | link |
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| socialstereotype_hughes_2025_personality_self | Personality ratings of self (CC BY 4.0) Hughes, B. T., Jacobson, R., Rule, N. O., & Srivastava, S. (2025). Stereotypes and social decisions: The interpersonal consequences of socioeconomic status. Journal of Personality and Social Psychology. | link |
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| soderberg_2024_academic_selfefficacy | Academic self-efficacy, 4 items on a labelled 1-5 scale, Finnish middle- and upper-secondary school students, from the study's one-off start-up survey. 1,199 responses from 300 respondents on 4 items. (CC BY 4.0) Soderberg, P., & Molsa, M. E. (2024). A 10-day experience sampling dataset on subjective experiences of middle and secondary school students in 2022 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13332148 | link |
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| soderberg_2024_esm_affect | Momentary affect at school (enjoyment, stress, motivation, anger, feeling liked, loneliness, alertness, feeling stupid), 8 items on a labelled 1-5 scale, Finnish middle- and upper-secondary school students, one response per momentary assessment with wave giving the study's occasion order. 34,999 responses from 300 respondents on 8 items. (CC BY 4.0) Soderberg, P., & Molsa, M. E. (2024). A 10-day experience sampling dataset on subjective experiences of middle and secondary school students in 2022 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13332148 | link |
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| soderberg_2024_esm_lecture | Ratings of the most recent lecture and its teacher, 6 items on a labelled 1-5 scale, Finnish middle- and upper-secondary school students, one response per momentary assessment with wave giving the study's occasion order. 24,944 responses from 300 respondents on 6 items. (CC BY 4.0) Soderberg, P., & Molsa, M. E. (2024). A 10-day experience sampling dataset on subjective experiences of middle and secondary school students in 2022 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13332148 | link |
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| soderberg_2024_esm_morning | Morning check-in (sleep quality and readiness for school), 2 items on a labelled 1-5 scale, Finnish middle- and upper-secondary school students, one response per momentary assessment with wave giving the study's occasion order. 4,196 responses from 290 respondents on 2 items. (CC BY 4.0) Soderberg, P., & Molsa, M. E. (2024). A 10-day experience sampling dataset on subjective experiences of middle and secondary school students in 2022 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13332148 | link |
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| soderberg_2024_family_support | Perceived family support for school, 4 items on a labelled 1-5 scale, Finnish middle- and upper-secondary school students, from the study's one-off start-up survey. 1,200 responses from 300 respondents on 4 items. (CC BY 4.0) Soderberg, P., & Molsa, M. E. (2024). A 10-day experience sampling dataset on subjective experiences of middle and secondary school students in 2022 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13332148 | link |
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| soderberg_2024_general_selfefficacy | Short General Self-Efficacy scale, 5 items on a labelled 1-5 scale, Finnish middle- and upper-secondary school students, from the study's one-off start-up survey. 1,500 responses from 300 respondents on 5 items. (CC BY 4.0) Soderberg, P., & Molsa, M. E. (2024). A 10-day experience sampling dataset on subjective experiences of middle and secondary school students in 2022 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13332148 | link |
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| soderberg_2024_peer_support | Perceived peer support at school, 6 items on a labelled 1-5 scale, Finnish middle- and upper-secondary school students, from the study's one-off start-up survey. 1,800 responses from 300 respondents on 6 items. (CC BY 4.0) Soderberg, P., & Molsa, M. E. (2024). A 10-day experience sampling dataset on subjective experiences of middle and secondary school students in 2022 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13332148 | link |
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| soderberg_2024_teacher_support | Perceived teacher and school support, 9 items on a labelled 1-5 scale, Finnish middle- and upper-secondary school students, from the study's one-off start-up survey. 2,700 responses from 300 respondents on 9 items. (CC BY 4.0) Soderberg, P., & Molsa, M. E. (2024). A 10-day experience sampling dataset on subjective experiences of middle and secondary school students in 2022 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13332148 | link |
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| sogbesan_2026_covid_perceptions | Perceptions of and misconceptions about COVID-19, 11 statements, 1 agree / 0 disagree (don't know dropped). 2,602 Nigerian community members, caregivers and primary healthcare workers. Covariates: age, sex, respondent category. (CC BY 4.0) Sogbesan A, Bakare AA, Herzig van Wees S, Salako J, et al. (2026) Exploring COVID-19 pandemic perceptions and vaccine uptake among community members and primary healthcare workers in Nigeria: A mixed methods study. PLoS ONE 21(3): e0310437. https://doi.org/10.1371/journal.pone.0310437 | link |
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| sohn_2021_kira_resident_survey | Korean Intern Resident Association annual survey of medical residents, 2016-2019 (repeated cross-section): the ten 5-point Likert items on working-environment satisfaction, welfare, role clarity, quality of life, supervision, training effectiveness, opportunity, training-environment satisfaction and curriculum (1 = strongly disagree ... 5 = strongly agree). Not every item was asked every year. 14,139 residents with at least one response. Covariates: survey year, institution type, PGY, specialty group, major. (CC0 1.0) Sohn, S., Seo, Y., Jeong, Y., Lee, S., et al. (2021). Changes in the working conditions and learning environment of medical residents after the enactment of the Medical Resident Act in Korea in 2015: a national 4-year longitudinal study. Journal of Educational Evaluation for Health Professions, 18, 7. https://doi.org/10.3352/jeehp.2021.18.7 | link |
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| sohn_2024_dietitian_frequency | Performance frequency of 27 dietitian job tasks, 1 = do not perform at all ... 5 = perform very frequently. 350 practicing dietitians in Korea (online survey of Korean Dietetic Association members). Covariates: age, sex, years as dietitian, years at current job, workplace type, region, employment type, education. (CC0 1.0) Sohn, C., Kwon, S., Kim, W. G., Lee, K.-E., Lee, S.-Y., & Lee, S. (2024). Importance, performance frequency, and predicted future importance of dietitians' jobs by practicing dietitians in Korea: a survey study. Journal of Educational Evaluation for Health Professions, 21, 1. https://doi.org/10.3352/jeehp.2024.21.1 | link |
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| sohn_2024_dietitian_future | Predicted future importance of 27 dietitian job tasks, 1 = will become very unimportant ... 5 = will become very important. 350 practicing dietitians in Korea (online survey of Korean Dietetic Association members). Covariates: age, sex, years as dietitian, years at current job, workplace type, region, employment type, education. (CC0 1.0) Sohn, C., Kwon, S., Kim, W. G., Lee, K.-E., Lee, S.-Y., & Lee, S. (2024). Importance, performance frequency, and predicted future importance of dietitians' jobs by practicing dietitians in Korea: a survey study. Journal of Educational Evaluation for Health Professions, 21, 1. https://doi.org/10.3352/jeehp.2024.21.1 | link |
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| sohn_2024_dietitian_importance | Importance of 27 dietitian job tasks, 1 = very unimportant ... 5 = very important. 350 practicing dietitians in Korea (online survey of Korean Dietetic Association members). Covariates: age, sex, years as dietitian, years at current job, workplace type, region, employment type, education. (CC0 1.0) Sohn, C., Kwon, S., Kim, W. G., Lee, K.-E., Lee, S.-Y., & Lee, S. (2024). Importance, performance frequency, and predicted future importance of dietitians' jobs by practicing dietitians in Korea: a survey study. Journal of Educational Evaluation for Health Professions, 21, 1. https://doi.org/10.3352/jeehp.2024.21.1 | link |
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| sokolovskii_2021_tfeq | 51-item Three-Factor Eating Questionnaire, 1-5, Russian validation sample. 213 respondents x 51 items = 10863 responses. (CC BY 4.0) Sokolovskii, M., Banshchikova, T., Tsai, M.-C., & Budkevich, E. (2021). Data set for the Three-Factor Eating Questionnaire validation [Data set]. figshare. https://doi.org/10.6084/m9.figshare.16577462 | link |
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| sondell_2018_dementia_motivation | Staff-observed motivation to attend/participate in exercise vs. social activity sessions (0-4 five-point Likert), older people with dementia in nursing homes (CC BY 4.0) Sondell A, Rosendahl E, Nilsson Sommar J, Littbrand H, Lundin-Olsson L, Lindelöf N. (2018) Motivation to participate in high-intensity functional exercise compared with a social activity in older people with dementia in nursing homes. PLoS ONE. | link |
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| song_2023_mpats | Mobile Phone Addiction Tendency Scale (16 items) administered to Chinese medical students (CC BY 4.0) Song Y, Sznajder K, Bai Q, Xu Y, Dong Y, Yang X (2023). English as a foreign language writing anxiety and its relationship with self-esteem and mobile phone addiction among Chinese medical students-A structural equation model analysis. PLOS ONE, 18(4), e0284335. https://doi.org/10.1371/journal.pone.0284335 | link |
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| song_2023_rses | Rosenberg Self-Esteem Scale (10 items) administered to Chinese medical students (CC BY 4.0) Song Y, Sznajder K, Bai Q, Xu Y, Dong Y, Yang X (2023). English as a foreign language writing anxiety and its relationship with self-esteem and mobile phone addiction among Chinese medical students-A structural equation model analysis. PLOS ONE, 18(4), e0284335. https://doi.org/10.1371/journal.pone.0284335 | link |
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| song_2023_slwai | Second Language Writing Anxiety Inventory (22 items) administered to Chinese medical students (CC BY 4.0) Song Y, Sznajder K, Bai Q, Xu Y, Dong Y, Yang X (2023). English as a foreign language writing anxiety and its relationship with self-esteem and mobile phone addiction among Chinese medical students-A structural equation model analysis. PLOS ONE, 18(4), e0284335. https://doi.org/10.1371/journal.pone.0284335 | link |
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| song_2025_ac | Servant-leadership survey block AC (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_au | Servant-leadership survey block AU (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_co | Servant-leadership survey block CO (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_cs | Servant-leadership survey block CS (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_ep | Servant-leadership survey block EP (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_er | Servant-leadership survey block ER (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_fg | Servant-leadership survey block FG (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_hu | Servant-leadership survey block HU (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_lwb | Servant-leadership survey block LWB (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_pj | Servant-leadership survey block PJ (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_pwb | Servant-leadership survey block PWB (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_sb | Servant-leadership survey block SB (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_sc | Servant-leadership survey block SC (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_st | Servant-leadership survey block ST (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2025_wwb | Servant-leadership survey block WWB (unlabeled construct), frontline employees, 1-5 Likert, N=486 (CC BY 4.0) Song, Z., et al. (2025). The dilemma of frontline servant leadership: The conflict between top management directives and grassroots employee wellbeing and retention. PLOS ONE. | link |
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| song_2026_chatbot_use | AI chatbot use (frequency, emotional disclosure, habitual use), 9 items, 1-5. 519 Chinese college students. No covariates (demographic codes are unlabelled in the deposit). (CC BY 4.0) Song J (2026). De-identified Survey Data on AI Chatbot Use and College Students' Subjective Well-being. figshare. https://doi.org/10.6084/m9.figshare.34829139.v1 | link |
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| song_2026_fqol | Family quality of life (25 items: family interaction, parenting, emotional and physical/material well-being, support), 1-5, 1,003 parents of pre-school children in China; cov_respondent_role, cov_parent_age_band, cov_parent_education, cov_child_sex, cov_child_age_band, cov_n_children, cov_child_living, cov_residence, cov_income_band (codes, no value labels). (CC0 1.0) Song, Y. (2026). The Influence of Family Quality of Life (FQoL) on the Parenting Self-efficacy (PSE) of Parents of Pre-school Children: The Moderating Role of Parenting Styles [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/P5G6RW | link |
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| song_2026_gwb | General Well-Being Schedule items, 9 items, 1-6. 519 Chinese college students. No covariates (demographic codes are unlabelled in the deposit). (CC BY 4.0) Song J (2026). De-identified Survey Data on AI Chatbot Use and College Students' Subjective Well-being. figshare. https://doi.org/10.6084/m9.figshare.34829139.v1 | link |
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| song_2026_irs_achievement | Learning achievement and satisfaction. 5 items, measured pre and post. 102 non-English-major undergraduates at a Chinese university, two intact classes of 51, measured BEFORE and AFTER a four-week intervention. 5-point, 1 strongly disagree to 5 strongly agree, higher = more positive; no missing cells. `wave` ('pre'/'post') is its own column -- the deposit stores the occasion in the column NAME (LA1_Pre, LA1_Post), so melting on the name alone would put the same item twice with no way to tell the occasions apart. `treat` is 1 for the interactive-response-system group and 0 for traditional instruction. CLASS AND CONDITION ARE FULLY CONFOUNDED, which the paper says itself: the arms are two intact classes, not randomised individuals, so treat identifies the classroom as well as the condition. Covariates: age in years, gender as the deposit's own F/M labels, and the student's previous English score (a 0-100 mark, a genuine continuous covariate rather than a band index). (CC BY 4.0) Song G, Halili SH, Zainuddin Z (2026). Beyond engagement: Interactive response systems, student attitudes, and technology acceptance in University EFL classrooms. PLOS ONE 21(10): e0360411. | link |
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| song_2026_irs_attention | Attention during class. 5 items, measured pre and post. 102 non-English-major undergraduates at a Chinese university, two intact classes of 51, measured BEFORE and AFTER a four-week intervention. 5-point, 1 strongly disagree to 5 strongly agree, higher = more positive; no missing cells. `wave` ('pre'/'post') is its own column -- the deposit stores the occasion in the column NAME (LA1_Pre, LA1_Post), so melting on the name alone would put the same item twice with no way to tell the occasions apart. `treat` is 1 for the interactive-response-system group and 0 for traditional instruction. CLASS AND CONDITION ARE FULLY CONFOUNDED, which the paper says itself: the arms are two intact classes, not randomised individuals, so treat identifies the classroom as well as the condition. Covariates: age in years, gender as the deposit's own F/M labels, and the student's previous English score (a 0-100 mark, a genuine continuous covariate rather than a band index). (CC BY 4.0) Song G, Halili SH, Zainuddin Z (2026). Beyond engagement: Interactive response systems, student attitudes, and technology acceptance in University EFL classrooms. PLOS ONE 21(10): e0360411. | link |
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| song_2026_irs_confidence | Confidence in English learning. 5 items, measured pre and post. 102 non-English-major undergraduates at a Chinese university, two intact classes of 51, measured BEFORE and AFTER a four-week intervention. 5-point, 1 strongly disagree to 5 strongly agree, higher = more positive; no missing cells. `wave` ('pre'/'post') is its own column -- the deposit stores the occasion in the column NAME (LA1_Pre, LA1_Post), so melting on the name alone would put the same item twice with no way to tell the occasions apart. `treat` is 1 for the interactive-response-system group and 0 for traditional instruction. CLASS AND CONDITION ARE FULLY CONFOUNDED, which the paper says itself: the arms are two intact classes, not randomised individuals, so treat identifies the classroom as well as the condition. Covariates: age in years, gender as the deposit's own F/M labels, and the student's previous English score (a 0-100 mark, a genuine continuous covariate rather than a band index). (CC BY 4.0) Song G, Halili SH, Zainuddin Z (2026). Beyond engagement: Interactive response systems, student attitudes, and technology acceptance in University EFL classrooms. PLOS ONE 21(10): e0360411. | link |
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| song_2026_irs_learning_atmosphere | Perceived learning atmosphere in the EFL classroom. 5 items, measured pre and post. 102 non-English-major undergraduates at a Chinese university, two intact classes of 51, measured BEFORE and AFTER a four-week intervention. 5-point, 1 strongly disagree to 5 strongly agree, higher = more positive; no missing cells. `wave` ('pre'/'post') is its own column -- the deposit stores the occasion in the column NAME (LA1_Pre, LA1_Post), so melting on the name alone would put the same item twice with no way to tell the occasions apart. `treat` is 1 for the interactive-response-system group and 0 for traditional instruction. CLASS AND CONDITION ARE FULLY CONFOUNDED, which the paper says itself: the arms are two intact classes, not randomised individuals, so treat identifies the classroom as well as the condition. Covariates: age in years, gender as the deposit's own F/M labels, and the student's previous English score (a 0-100 mark, a genuine continuous covariate rather than a band index). (CC BY 4.0) Song G, Halili SH, Zainuddin Z (2026). Beyond engagement: Interactive response systems, student attitudes, and technology acceptance in University EFL classrooms. PLOS ONE 21(10): e0360411. | link |
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| song_2026_irs_learning_support | Perceived learning support. 5 items, measured pre and post. 102 non-English-major undergraduates at a Chinese university, two intact classes of 51, measured BEFORE and AFTER a four-week intervention. 5-point, 1 strongly disagree to 5 strongly agree, higher = more positive; no missing cells. `wave` ('pre'/'post') is its own column -- the deposit stores the occasion in the column NAME (LA1_Pre, LA1_Post), so melting on the name alone would put the same item twice with no way to tell the occasions apart. `treat` is 1 for the interactive-response-system group and 0 for traditional instruction. CLASS AND CONDITION ARE FULLY CONFOUNDED, which the paper says itself: the arms are two intact classes, not randomised individuals, so treat identifies the classroom as well as the condition. Covariates: age in years, gender as the deposit's own F/M labels, and the student's previous English score (a 0-100 mark, a genuine continuous covariate rather than a band index). (CC BY 4.0) Song G, Halili SH, Zainuddin Z (2026). Beyond engagement: Interactive response systems, student attitudes, and technology acceptance in University EFL classrooms. PLOS ONE 21(10): e0360411. | link |
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| song_2026_irs_participation | Classroom participation. 5 items, measured pre and post. 102 non-English-major undergraduates at a Chinese university, two intact classes of 51, measured BEFORE and AFTER a four-week intervention. 5-point, 1 strongly disagree to 5 strongly agree, higher = more positive; no missing cells. `wave` ('pre'/'post') is its own column -- the deposit stores the occasion in the column NAME (LA1_Pre, LA1_Post), so melting on the name alone would put the same item twice with no way to tell the occasions apart. `treat` is 1 for the interactive-response-system group and 0 for traditional instruction. CLASS AND CONDITION ARE FULLY CONFOUNDED, which the paper says itself: the arms are two intact classes, not randomised individuals, so treat identifies the classroom as well as the condition. Covariates: age in years, gender as the deposit's own F/M labels, and the student's previous English score (a 0-100 mark, a genuine continuous covariate rather than a band index). (CC BY 4.0) Song G, Halili SH, Zainuddin Z (2026). Beyond engagement: Interactive response systems, student attitudes, and technology acceptance in University EFL classrooms. PLOS ONE 21(10): e0360411. | link |
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| song_2026_irs_peer_interaction | Peer interaction. 5 items, measured pre and post. 102 non-English-major undergraduates at a Chinese university, two intact classes of 51, measured BEFORE and AFTER a four-week intervention. 5-point, 1 strongly disagree to 5 strongly agree, higher = more positive; no missing cells. `wave` ('pre'/'post') is its own column -- the deposit stores the occasion in the column NAME (LA1_Pre, LA1_Post), so melting on the name alone would put the same item twice with no way to tell the occasions apart. `treat` is 1 for the interactive-response-system group and 0 for traditional instruction. CLASS AND CONDITION ARE FULLY CONFOUNDED, which the paper says itself: the arms are two intact classes, not randomised individuals, so treat identifies the classroom as well as the condition. Covariates: age in years, gender as the deposit's own F/M labels, and the student's previous English score (a 0-100 mark, a genuine continuous covariate rather than a band index). (CC BY 4.0) Song G, Halili SH, Zainuddin Z (2026). Beyond engagement: Interactive response systems, student attitudes, and technology acceptance in University EFL classrooms. PLOS ONE 21(10): e0360411. | link |
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| song_2026_irs_teacher_interaction | Teacher-student interaction. 5 items, measured pre and post. 102 non-English-major undergraduates at a Chinese university, two intact classes of 51, measured BEFORE and AFTER a four-week intervention. 5-point, 1 strongly disagree to 5 strongly agree, higher = more positive; no missing cells. `wave` ('pre'/'post') is its own column -- the deposit stores the occasion in the column NAME (LA1_Pre, LA1_Post), so melting on the name alone would put the same item twice with no way to tell the occasions apart. `treat` is 1 for the interactive-response-system group and 0 for traditional instruction. CLASS AND CONDITION ARE FULLY CONFOUNDED, which the paper says itself: the arms are two intact classes, not randomised individuals, so treat identifies the classroom as well as the condition. Covariates: age in years, gender as the deposit's own F/M labels, and the student's previous English score (a 0-100 mark, a genuine continuous covariate rather than a band index). (CC BY 4.0) Song G, Halili SH, Zainuddin Z (2026). Beyond engagement: Interactive response systems, student attitudes, and technology acceptance in University EFL classrooms. PLOS ONE 21(10): e0360411. | link |
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| song_2026_loneliness | 8-item loneliness scale (ULS-8 style; two items reworded to include AI chatbots), 1-4. 519 Chinese college students. No covariates (demographic codes are unlabelled in the deposit). (CC BY 4.0) Song J (2026). De-identified Survey Data on AI Chatbot Use and College Students' Subjective Well-being. figshare. https://doi.org/10.6084/m9.figshare.34829139.v1 | link |
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| song_2026_migrants_japan conjoint · source = "conj" |
Japanese adults (Rakuten Insight, Aug 2021, n=2,511) chose which of two prospective immigrants they would support admitting, varying gender, age, nationality, education, previous job, purpose and duration, 5 tasks, after a randomized framing vignette; forced choice. (CC0 1.0) Song, J., & Woo, Y. (2026). Replication data for: "Public support for migration policies in new immigration countries: Evidence from framing and conjoint experiments in East Asia" [Data set]. Harvard Dataverse. | link |
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| song_2026_migrants_korea conjoint · source = "conj" |
South Korean adults (Dynata, Oct 2020, n=1,991) chose which of two prospective immigrants they would support admitting, varying gender, age, nationality, education, previous job, purpose and duration, 5 tasks, after a randomized framing vignette; forced choice. (CC0 1.0) Song, J., & Woo, Y. (2026). Replication data for: "Public support for migration policies in new immigration countries: Evidence from framing and conjoint experiments in East Asia" [Data set]. Harvard Dataverse. | link |
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| song_2026_mm_aesthetic_novelty | Aesthetic novelty of the look and sound of the experience. 3 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mm_avatar_customization | Avatar customization options and control. 3 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mm_content_creation | Music-related content creation behaviour on metaverse platforms, ALL SIX administered items. The article's CCB construct is three of these six and nothing identifies which, so no item text ships for this table and it is named for the deposit's own MRCC prefix rather than for the article's CCB. 6 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mm_emotional_resonance | Emotional resonance with the music in a metaverse music experience. 3 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mm_emotional_value | Emotional value perception -- enjoyment and uplift. 3 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mm_flow_experience | Flow experience -- absorption and effortless action. 3 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mm_multi_sensory | Multi-sensory appeal of the experience. 3 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mm_narrativity | Narrativity -- curiosity about how the experience will unfold. 3 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mm_social_experience | Social experience -- connection with artists and other audience members. 3 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mm_social_presence | Social presence -- the sense of being with other people rather than a system. 3 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mm_technology_acceptance | Technology acceptance -- ease of learning and use of the platform. 3 items. 435 Chinese users of metaverse music platforms aged 18+ who had used one in the previous 12 months (500 collected), purposive sample via Sojump. 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. All seven covariates ship as the deposit's own option labels ('A. 18-29 years old', 'B. Female', 'C. Master's degree'), not integer codes, so nothing had to be pinned. (CC BY 4.0) Song Q, Mu D, Peng X, Liu G (2026). How metaverse music platform cues shape content creation behavior: Evidence from social and flow pathways. PLOS ONE 21(5): e0348632. | link |
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| song_2026_mspss | Multidimensional Scale of Perceived Social Support (MSPSS), 12 items, 1-7. 519 Chinese college students. No covariates (demographic codes are unlabelled in the deposit). (CC BY 4.0) Song J (2026). De-identified Survey Data on AI Chatbot Use and College Students' Subjective Well-being. figshare. https://doi.org/10.6084/m9.figshare.34829139.v1 | link |
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| song_2026_parenting_self_efficacy | Parenting self-efficacy (53 items), 1-5, 1,003 parents of pre-school children in China; cov_respondent_role, cov_parent_age_band, cov_parent_education, cov_child_sex, cov_child_age_band, cov_n_children, cov_child_living, cov_residence, cov_income_band (codes, no value labels). (CC0 1.0) Song, Y. (2026). The Influence of Family Quality of Life (FQoL) on the Parenting Self-efficacy (PSE) of Parents of Pre-school Children: The Moderating Role of Parenting Styles [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/P5G6RW | link |
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| song_2026_parenting_style | Parenting style (40 items: indulgent, democratic, permissive, authoritarian, neglectful), 1-5, 1,003 parents of pre-school children in China; cov_respondent_role, cov_parent_age_band, cov_parent_education, cov_child_sex, cov_child_age_band, cov_n_children, cov_child_living, cov_residence, cov_income_band (codes, no value labels). (CC0 1.0) Song, Y. (2026). The Influence of Family Quality of Life (FQoL) on the Parenting Self-efficacy (PSE) of Parents of Pre-school Children: The Moderating Role of Parenting Styles [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/P5G6RW | link |
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| song_2026_self_efficacy | General Self-Efficacy Scale adapted to student life, 10 items, 1-4. 519 Chinese college students. No covariates (demographic codes are unlabelled in the deposit). (CC BY 4.0) Song J (2026). De-identified Survey Data on AI Chatbot Use and College Students' Subjective Well-being. figshare. https://doi.org/10.6084/m9.figshare.34829139.v1 | link |
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| sorelle_2024_student_debt conjoint · source = "conj" |
US Prolific respondents (n=747, May 2022) chose which of two hypothetical student-loan borrowers (occupation, race, employment, college type, debt level, amount owed, time in repayment, repayment history) most deserves debt forgiveness, and rated each 1-5 on deservingness; 4 pairs each are kept (tasks 5-6, where race is not recorded, are dropped). (CC0 1.0) SoRelle, M. E., & Laws, S. (2024). Deservingness and the politics of student debt relief. Perspectives on Politics, 22(2), 372-390. | link |
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| soressa_2024_dam_attitudes | Thirty-one items on a local community s attitudes to, satisfaction with and perceived impacts of dams, answered 1-5 from strongly disagree to strongly agree by 316 respondents. Item codes keep the deposit s own nine dimension prefixes (positive and negative economic/social/land impacts, service satisfaction, personal and community benefit). The permitted 1-5 response set comes from the deposit s value labels, not the observed values: the benefit items run 1-4 and the harm items 3-5, which is one scale answered in opposite directions rather than two. Item text is shipped. (CC0 1.0) Soressa, T. (2024). Local Community s Satisfaction, Attitude and Mitigation Measures Towards Dams [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/2BD1HP | link |
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| soylu_2025_mfs | Mental Fatigue Scale (15 items, 0-3 with half points) completed by 478 Turkish adult and adolescent athletes. (CC BY 4.0) Soylu, Y., Fortes, L. S., Arslan, E., Jahrami, H. et al. (2026). The Cross-Cultural Adaptation, Validation and Psychometric Properties of the Mental Fatigue Scale in Turkish Athletes. Brain Sciences, 16(1), 74. https://doi.org/10.3390/brainsci16010074 | link |
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| spain_2011_immigrant_catalan | Usefulness of the Catalan language course for learning and work goals (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta a población inmigrante, Estudio 2913 | link |
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| spain_2011_immigrant_citizenship | Perceived benefits of having obtained Spanish nationality (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta a población inmigrante, Estudio 2913 | link |
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| spain_2011_immigrant_family | Perceived benefits of completed family reunification (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta a población inmigrante, Estudio 2913 | link |
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| spain_2011_immigrant_naturalisation | Expected benefits of obtaining Spanish nationality (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta a población inmigrante, Estudio 2913 | link |
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| spain_2011_immigrant_permit | Expected benefits of obtaining permanent residence (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta a población inmigrante, Estudio 2913 | link |
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| spain_2011_immigrant_representation | Attitudes towards parliamentary representatives of immigrant origin (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta a población inmigrante, Estudio 2913 | link |
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| spain_2011_immigrant_residence | Perceived benefits of having obtained permanent residence (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta a población inmigrante, Estudio 2913 | link |
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| spain_2011_immigrant_reunification | Expected benefits of family reunification (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta a población inmigrante, Estudio 2913 | link |
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| spain_2011_immigrant_satisfaction | Satisfaction with life domains among immigrant residents (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta a población inmigrante, Estudio 2913 | link |
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| spain_2011_immigrant_spanish | Usefulness of the Spanish language course for learning and work goals (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta a población inmigrante, Estudio 2913 | link |
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| spain_2012_entrepreneurship_barriers | Perceived difficulty of starting a business (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes de la juventud en España hacia el emprendimiento, Estudio 2938 | link |
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| spain_2012_entrepreneurship_economy | Retrospective and prospective evaluation of the national economic situation (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes de la juventud en España hacia el emprendimiento, Estudio 2938 | link |
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| spain_2012_entrepreneurship_education | Contribution of school education to entrepreneurial skills (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes de la juventud en España hacia el emprendimiento, Estudio 2938 | link |
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| spain_2012_entrepreneurship_entrepreneurs | Attitudes towards entrepreneurs and their social role (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes de la juventud en España hacia el emprendimiento, Estudio 2938 | link |
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| spain_2012_entrepreneurship_friends | Homophily of the friendship circle on social characteristics (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes de la juventud en España hacia el emprendimiento, Estudio 2938 | link |
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| spain_2012_entrepreneurship_image | Opinion of occupational groups including entrepreneurs (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes de la juventud en España hacia el emprendimiento, Estudio 2938 | link |
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| spain_2012_entrepreneurship_motives | Importance of factors in the decision to start a business (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes de la juventud en España hacia el emprendimiento, Estudio 2938 | link |
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| spain_2012_entrepreneurship_unemployment | Importance of causes of unemployment in Spain (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes de la juventud en España hacia el emprendimiento, Estudio 2938 | link |
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| spain_2012_entrepreneurship_values | Importance of life domains and personal goals (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes de la juventud en España hacia el emprendimiento, Estudio 2938 | link |
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| spain_2012_gender_acceptability | Acceptability of abusive behaviours between partners (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_beliefs | Agreement with beliefs about abusers and abused women (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_campaigns | Perceived usefulness of awareness campaigns against gender violence (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_causes | Factors regarded as causes of gender violence (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_complaints | Agreement with statements about false and withdrawn complaints (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_coordination | Agreement on coordination of services for victims of gender violence (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_couple | Importance of aspects for a couple relationship to work (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_custody | Agreement on child custody for convicted abusers (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_prevalence | Perceived extent of abuse against men, women, children and elderly (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_punishment | Acceptability and punishability of forms of abuse (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_situation | Women's position relative to men across work and education domains (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_gender_vulnerability | Groups of women seen as more vulnerable to gender violence (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción social de la violencia de género, Estudio 2968 | link |
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| spain_2012_reality_conversation | Frequency of political conversation now and in childhood (Custom) Centro de Investigaciones Sociológicas (CIS), Conocimiento sobre la realidad sociopolítica y económica, Estudio 2973 | link |
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| spain_2012_reality_logos | Recognition of party and union logos (Custom) Centro de Investigaciones Sociológicas (CIS), Conocimiento sobre la realidad sociopolítica y económica, Estudio 2973 | link |
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| spain_2012_reality_media | Frequency of following news and political content across media (Custom) Centro de Investigaciones Sociológicas (CIS), Conocimiento sobre la realidad sociopolítica y económica, Estudio 2973 | link |
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| spain_2012_reality_outlets | Perceived ideological placement of media outlets (Custom) Centro de Investigaciones Sociológicas (CIS), Conocimiento sobre la realidad sociopolítica y económica, Estudio 2973 | link |
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| spain_2012_reality_participation | Recency of political and consumer participation actions (Custom) Centro de Investigaciones Sociológicas (CIS), Conocimiento sobre la realidad sociopolítica y económica, Estudio 2973 | link |
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| spain_2012_reality_personality | Self-description on cognitive and personality traits (Custom) Centro de Investigaciones Sociológicas (CIS), Conocimiento sobre la realidad sociopolítica y económica, Estudio 2973 | link |
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| spain_2012_reality_press | Weekly reading frequency of newspapers (Custom) Centro de Investigaciones Sociológicas (CIS), Conocimiento sobre la realidad sociopolítica y económica, Estudio 2973 | link |
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| spain_2012_reality_radio | Weekly listening frequency of radio stations (Custom) Centro de Investigaciones Sociológicas (CIS), Conocimiento sobre la realidad sociopolítica y económica, Estudio 2973 | link |
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| spain_2012_reality_situation | Evaluation of the national economic and political situation (Custom) Centro de Investigaciones Sociológicas (CIS), Conocimiento sobre la realidad sociopolítica y económica, Estudio 2973 | link |
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| spain_2012_reality_television | Weekly viewing frequency of television news programmes (Custom) Centro de Investigaciones Sociológicas (CIS), Conocimiento sobre la realidad sociopolítica y económica, Estudio 2973 | link |
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| spain_2013_defense_attractions | Importance of attractions of military life in choosing a military career (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_defense_capability | Perceived preparedness and capability of the armed forces (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_defense_children | Encouragement of a daughter or son towards a military career (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_defense_conditions | Importance of employment conditions in choosing a military career (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_defense_emotion | Emotional response to national and military symbols (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_defense_missions | Perceived benefits of participation in peace missions (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_defense_prestige | Contribution of the armed forces to international prestige (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_defense_professions | Valuation of professions including military occupations (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_defense_resources | Adequacy of troops, means and budget of the armed forces (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_defense_sacrifice | Causes for which the respondent would risk their life (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_defense_threats | Perceived seriousness of security threats to Spain (Custom) Centro de Investigaciones Sociológicas (CIS), La defensa nacional y las Fuerzas Armadas (X), Estudio 2998 | link |
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| spain_2013_services_complaints | Complaints filed against public administration and their resolution (Custom) FUERA DE COLECCIÓN CIS - España 2015. Análisis de la realidad social. nº 49 pp. 591 | link |
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| spain_2013_services_functioning | Perceptions of how public services and administrations have changed (Custom) FUERA DE COLECCIÓN CIS - España 2015. Análisis de la realidad social. nº 49 pp. 591 | link |
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| spain_2013_services_importance | Importance attached to public services and their quality evaluation (Custom) FUERA DE COLECCIÓN CIS - España 2015. Análisis de la realidad social. nº 49 pp. 591 | link |
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| spain_2013_services_inpersonsat | Satisfaction with an in-person visit to a public office (Custom) FUERA DE COLECCIÓN CIS - España 2015. Análisis de la realidad social. nº 49 pp. 591 | link |
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| spain_2013_services_internet | Uses of a public administration website (Custom) FUERA DE COLECCIÓN CIS - España 2015. Análisis de la realidad social. nº 49 pp. 591 | link |
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| spain_2013_services_internetout | Outcomes and satisfaction with an online administrative transaction (Custom) FUERA DE COLECCIÓN CIS - España 2015. Análisis de la realidad social. nº 49 pp. 591 | link |
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| spain_2013_services_offices | Importance of aspects of state administration offices (Custom) FUERA DE COLECCIÓN CIS - España 2015. Análisis de la realidad social. nº 49 pp. 591 | link |
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| spain_2013_services_othercontact | Contact with public administration by mail, phone, and internet (Custom) FUERA DE COLECCIÓN CIS - España 2015. Análisis de la realidad social. nº 49 pp. 591 | link |
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| spain_2013_services_purpose | Reasons for visiting a public office in person (Custom) FUERA DE COLECCIÓN CIS - España 2015. Análisis de la realidad social. nº 49 pp. 591 | link |
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| spain_2013_services_services | Satisfaction with the functioning of specific public services (Custom) FUERA DE COLECCIÓN CIS - España 2015. Análisis de la realidad social. nº 49 pp. 591 | link |
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| spain_2014_citizenship_citizenship | Importance of nine behaviours for being a good citizen (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_democracy | Rating of how well democracy works in Spain today, how it worked ten years ago and how it will work in ten years (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_discussion | Frequency of talking about politics with people around the respondent and of trying to persuade others of one's own views (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_efficacy | Agreement with statements on personal political influence, government responsiveness, understanding political issues and being better informed than most people (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_integrity | Evaluation of the honesty of the last general election, the equality of opportunity among candidates and the extent of corruption in the public administration (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_media | Frequency of following political news through the media in general and through newspapers, television, radio and the Internet (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_membership | Degree of membership and participation in a political party, a union or professional body, a religious organisation, a sports or cultural group and other voluntary associations (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_online | Whether the respondent used the Internet in the last year to contact a politician, communicate with an association, subscribe to an information list, comment on social or political issues, donate, or sign a petition (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
|
| spain_2014_citizenship_participation | Past and potential political participation in eight actions (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_parties | Agreement that parties encourage participation, that parties offer no real alternatives, and that referendums are a good way to decide important issues (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_rights | Importance of nine rights and conditions for democracy (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_tolerance | Whether religious extremists, people who want to overthrow the government by force, and racists should be allowed to hold public meetings (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_citizenship_trust | Agreement that government leaders can be trusted to do what is right and that most politicians are in politics only for personal gain (Custom) Centro de Investigaciones Sociológicas (CIS), Ciudadanía (ISSP), Estudio 3020 | link |
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| spain_2014_debate_agreement | Agreement with what each party leader said in the debate (Custom) Centro de Investigaciones Sociológicas (CIS), Debate sobre el estado de la nación (XXIV), Estudio 3016 | link |
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| spain_2014_debate_debate | Evaluation of the 2014 debate: interest, relevance and conflict (Custom) Centro de Investigaciones Sociológicas (CIS), Debate sobre el estado de la nación (XXIV), Estudio 3016 | link |
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| spain_2014_debate_general | Interest and relevance of state of the nation debates in general (Custom) Centro de Investigaciones Sociológicas (CIS), Debate sobre el estado de la nación (XXIV), Estudio 3016 | link |
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| spain_2014_debate_government | Confidence conveyed by the Government in the debate (Custom) Centro de Investigaciones Sociológicas (CIS), Debate sobre el estado de la nación (XXIV), Estudio 3016 | link |
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| spain_2014_debate_leaders | Rating of each party leader's performance in the debate (Custom) Centro de Investigaciones Sociológicas (CIS), Debate sobre el estado de la nación (XXIV), Estudio 3016 | link |
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| spain_2014_debate_media | Frequency of following political news across media and conversation (Custom) Centro de Investigaciones Sociológicas (CIS), Debate sobre el estado de la nación (XXIV), Estudio 3016 | link |
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| spain_2014_debate_opposition | Capacity shown by the opposition leader in the debate (Custom) Centro de Investigaciones Sociológicas (CIS), Debate sobre el estado de la nación (XXIV), Estudio 3016 | link |
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| spain_2014_debate_rajoy | Political qualities shown by Mariano Rajoy in the debate (Custom) Centro de Investigaciones Sociológicas (CIS), Debate sobre el estado de la nación (XXIV), Estudio 3016 | link |
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| spain_2014_debate_rubalcaba | Political qualities shown by Alfredo Perez Rubalcaba in the debate (Custom) Centro de Investigaciones Sociológicas (CIS), Debate sobre el estado de la nación (XXIV), Estudio 3016 | link |
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| spain_2014_family_activities | Frequency of eating together, helping with homework, going to shows, watching television, playing or doing sport, sharing chores, talking and going for walks with the children (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_adoption | Agreement that what matters in adoption is that adults who wish to can adopt, versus giving children a family when they lack one (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_care | Agreement with statements on relying on family versus institutions for dependent care, loans, elderly spending, child care and parental sacrifice (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_change | Whether parent child communication, family conflict, relations with grandparents, privacy, couple communication, parental influence on education and doing things together are seen as increasing or decreasing (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_chores | Division between the woman and the man of laundry, small repairs, caring for sick family members, shopping, deciding meals and cooking (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_conflicts | Seriousness of twelve issues with the children the respondent lives (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_families | Agreement with statements on unmarried couples' rights, marriage before children, living apart together, same-sex marriage, divorce, childless couples, adoption by homosexual and single people, mixed couples and single parenting (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_housework | How often the respondent personally does domestic tasks, child care, care of dependent relatives and administrative errands (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_importance | Importance of work, family, politics, money, free time, health, friends, volunteering and partner in the respondent's life (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_marriage | Importance of family pressure, social pressure, economic and tax advantages, stability, religious beliefs, having children, convenience and personal commitment as reasons for marrying (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_matrimony | Agreement that marriage obliges fidelity, makes break-up harder, proves love, is the best way to share housework, guarantees children's rights and expresses a shared life project (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_obstacles | Agreement that marriage and having children are obstacles to the professional life of men and of women (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_reproduction | Being for or against assisted reproduction for an infertile heterosexual couple, a homosexual couple, a single woman, a single man through surrogacy and a woman over 50 (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_family_satisfaction | Satisfaction with work, household income, free time, housing, health, lifestyle, salary, education, family and partner (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes sobre la familia (II), Estudio 3032 | link |
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| spain_2014_volunteering_activity | Whether respondent participates or participated actively in association types (Custom) Actitudes de la juventud en España hacia la participación y el voluntariado | link |
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| spain_2014_volunteering_membership | Current, past or never membership in sixteen types of association (Custom) Actitudes de la juventud en España hacia la participación y el voluntariado | link |
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| spain_2014_volunteering_motives | Importance attributed to ten motives for doing volunteer work (Custom) Actitudes de la juventud en España hacia la participación y el voluntariado | link |
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| spain_2014_volunteering_profile | General perception of participants (Custom) Actitudes de la juventud en España hacia la participación y el voluntariado | link |
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| spain_2014_volunteering_satisfaction | Satisfaction with life in general and with family, studies, work, and other contexts (Custom) Actitudes de la juventud en España hacia la participación y el voluntariado | link |
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| spain_2014_volunteering_solidarity | Agreement with definitions of solidarity (Custom) Actitudes de la juventud en España hacia la participación y el voluntariado | link |
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| spain_2015_immigration_acceptability | Acceptability of preferring a Spaniard in hiring, excluding a pupil for wearing a headscarf, protesting against a mosque and expelling legal immigrants who commit crimes (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
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| spain_2015_immigration_assistance | Perceived amount of protection or assistance received by older people living alone, pensioners, the unemployed and immigrants (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
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| spain_2015_immigration_contact | How many of the respondent's neighbours, friends, workmates or classmates and relatives are immigrants (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
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| spain_2015_immigration_criteria | Importance attached to eight criteria for allowing a foreigner to come and live in Spain (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
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| spain_2015_immigration_distance | Acceptance, avoidance or rejection of eight situations of contact with immigrants (neighbourhood, building, renting, work, boss, child's friends, child's marriage, school) (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
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| spain_2015_immigration_diversity | Valuation of the diversity of countries of origin, cultures, religions and skin colours present in Spain (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
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| spain_2015_immigration_education | Agreement with statements about immigrant children in schools: enrichment, quality of education, priority for Spaniards and school aid (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
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| spain_2015_immigration_health | Agreement with statements about the effect of immigrants on health care quality, abuse of free health care, priority for Spaniards and health aid (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
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| spain_2015_immigration_labour | Agreement with statements about immigrants doing unwanted jobs, contributing to the economy, lowering wages, taking jobs and being expelled when unemployed (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
|
| spain_2015_immigration_proximity | How many of the respondent's neighbours, friends, workmates or classmates and relatives are Roma people (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
|
| spain_2015_immigration_punishment | Whether citizens who utter racist insults or publicly incite hatred should be punished, in all cases to in no case (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
|
| spain_2015_immigration_rights | Whether settled immigrants should be allowed to bring their family, receive unemployment benefit, vote in municipal and general elections and obtain Spanish nationality (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
|
| spain_2015_immigration_roma | Acceptance, avoidance or rejection of eight situations of contact with Roma people (neighbourhood, building, renting, work, boss, child's friends, child's marriage, school) (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la inmigración (VIII), Estudio 3119 | link |
|
| spain_2016_cooperation_awareness | Awareness of the crisis cuts to development aid, of the 0.7 percent GDP target and of the UN Sustainable Development Goals (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la cooperación internacional (II), Estudio 3130 | link |
|
| spain_2016_cooperation_duty | Whether Spain has a duty to help less developed countries and to dedicate 0.7 percent of GDP to development aid (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la cooperación internacional (II), Estudio 3130 | link |
|
| spain_2016_cooperation_funding | Belief that the respondent's autonomous community and municipality dedicate resources to development cooperation (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la cooperación internacional (II), Estudio 3130 | link |
|
| spain_2016_cooperation_interest | Attention to international affairs and interest in eight world regions (Custom) Centro de Investigaciones Sociológicas (CIS), Actitudes hacia la cooperación internacional (II), Estudio 3130 | link |
|
| spain_2016_pain_beliefs | Agreement with statements about the nature and management of pain (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2016_pain_coping | Degree of coping behaviours when in pain (seeking support, thinking of others worse off, isolating) (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2016_pain_difficulty | Difficulty the most relevant pain causes in daily activity and in social activity (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2016_pain_effectiveness | Effectiveness of medication and of alternative treatments for the most relevant pain (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2016_pain_fitness | Degree of rest obtained from sleep and self-rated physical fitness (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2016_pain_frequency | Frequency of feeling pain in general and frequency of the most relevant pain (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2016_pain_health | Self-rated general health, health compared with people of the same sex and age, health compared with a year ago (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2016_pain_personality | Self-description on ten personality trait statements (short Big Five style battery) (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2016_pain_social | Whether social support received (company, someone to talk to, people who care, help when ill) is as much as desired (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2016_pain_support | Degree to which others understood, paid attention to and tried to help the respondent when in pain (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2016_pain_wellbeing | Satisfaction with life domains (life in general, work, family, free time, friends, partner) and overall happiness, 0-10 (Custom) Centro de Investigaciones Sociológicas (CIS), Percepciones sociales del dolor, Estudio 3137 | link |
|
| spain_2017_politics_agreement | Agreement with statements about tax evasion (Custom) Centro de Investigaciones Sociológicas (CIS), Opinión pública y política fiscal (XXXIV), Estudio 3184 | link |
|
| spain_2017_politics_attitudes | Agreement with fiscal competence statements (Custom) Centro de Investigaciones Sociológicas (CIS), Opinión pública y política fiscal (XXXIV), Estudio 3184 | link |
|
| spain_2017_politics_burden | Perceptions of tax burden and returns (Custom) Centro de Investigaciones Sociológicas (CIS), Opinión pública y política fiscal (XXXIV), Estudio 3184 | link |
|
| spain_2017_politics_citizenship | Importance of good citizenship behaviors (Custom) Centro de Investigaciones Sociológicas (CIS), Opinión pública y política fiscal (XXXIV), Estudio 3184 | link |
|
| spain_2017_politics_conscience | Taxpayer conscientiousness of Spaniards and self (Custom) Centro de Investigaciones Sociológicas (CIS), Opinión pública y política fiscal (XXXIV), Estudio 3184 | link |
|
| spain_2017_politics_discussion | Frequency of discussing fiscal topics (Custom) Centro de Investigaciones Sociológicas (CIS), Opinión pública y política fiscal (XXXIV), Estudio 3184 | link |
|
| spain_2017_politics_fraud | Perceived extent of fiscal fraud (Custom) Centro de Investigaciones Sociológicas (CIS), Opinión pública y política fiscal (XXXIV), Estudio 3184 | link |
|
| spain_2017_politics_services | Satisfactory functioning of public services (Custom) Centro de Investigaciones Sociológicas (CIS), Opinión pública y política fiscal (XXXIV), Estudio 3184 | link |
|
| spain_2017_politics_spending | Perceived adequacy of public spending levels (Custom) Centro de Investigaciones Sociológicas (CIS), Opinión pública y política fiscal (XXXIV), Estudio 3184 | link |
|
| spain_2017_politics_wellbeing | Satisfaction and happiness with own life (Custom) Centro de Investigaciones Sociológicas (CIS), Opinión pública y política fiscal (XXXIV), Estudio 3184 | link |
|
| spain_2018_housing_amenities | Services available in the dwelling (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro de la vivienda y el alquiler, Estudio 3212 | link |
|
| spain_2018_housing_building | Satisfaction with residential building aspects (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro de la vivienda y el alquiler, Estudio 3212 | link |
|
| spain_2018_housing_dwelling | Satisfaction with aspects of dwelling (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro de la vivienda y el alquiler, Estudio 3212 | link |
|
| spain_2018_housing_measures | Support for public rental promotion measures (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro de la vivienda y el alquiler, Estudio 3212 | link |
|
| spain_2018_housing_neighborhood | Neighborhood conditions and available equipment (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro de la vivienda y el alquiler, Estudio 3212 | link |
|
| spain_2018_housing_opinions | Opinions on renting versus buying (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro de la vivienda y el alquiler, Estudio 3212 | link |
|
| spain_2018_housing_ownership | Additional residential properties held by household (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro de la vivienda y el alquiler, Estudio 3212 | link |
|
| spain_2018_housing_problems | Importance of housing problems in area (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro de la vivienda y el alquiler, Estudio 3212 | link |
|
| spain_2018_housing_rentals | Perceptions of local rental market (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro de la vivienda y el alquiler, Estudio 3212 | link |
|
| spain_2023_identity_authenticity | Importance of birthplace, nationality, residence, language, and ancestry for being considered truly of the autonomous community (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre identidades culturales, nacionales y europeas, Estudio 3409 | link |
|
| spain_2023_identity_centralism | Placement of national political parties on a centralism versus decentralization scale (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre identidades culturales, nacionales y europeas, Estudio 3409 | link |
|
| spain_2023_identity_europe | Perceived benefit or harm of EU membership for Spain and for the autonomous community (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre identidades culturales, nacionales y europeas, Estudio 3409 | link |
|
| spain_2023_identity_identification | Degree of identification with social ambits such as class, country, gender, profession, ideology, place, generation, religion, and sexual orientation (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre identidades culturales, nacionales y europeas, Estudio 3409 | link |
|
| spain_2023_identity_patriotism | Agreement with opinions about what a strong Spanish patriotic sentiment produces (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre identidades culturales, nacionales y europeas, Estudio 3409 | link |
|
| spain_2023_identity_pride | Pride in being Spanish and in being of the autonomous community (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre identidades culturales, nacionales y europeas, Estudio 3409 | link |
|
| spain_2023_identity_state | Preferences and evaluations of the territorial organization of the Spanish state (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre identidades culturales, nacionales y europeas, Estudio 3409 | link |
|
| spain_2023_identity_territorial | Identification with territorial units from the local municipality up to Spain, Europe, and humanity as a whole (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre identidades culturales, nacionales y europeas, Estudio 3409 | link |
|
| spain_2023_science_activities | Interest in science related activities such as visiting museums, reading news of discoveries, and attending talks (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_benefits | Agreement with the societal benefits of advances such as transgenic foods, nuclear energy, and artificial intelligence (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_cuts | Position on cutting science and technology spending by the national government, regional government, and private companies (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_dangers | Agreement with the societal dangers of advances such as transgenic foods, nuclear energy, and artificial intelligence (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_engagement | Frequency of everyday engagement with science such as discussing it, seeking news, and sharing on social media (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_functions | Perceived usefulness of science for functions such as solving problems, obtaining knowledge, and guiding public policy (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_future | Expected benefits and risks from science and technology over the next twenty years (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_interest | Interest in science and technology in general and in specific advances such as robotics, genetic engineering, space exploration, and nuclear energy (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_science | Degree of association of words such as progress, dehumanization, inequality, and wellbeing with science (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_situations | Usefulness of one's own scientific training in one's profession, daily life, opinion formation, and family education (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_technology | Degree of association of words such as progress, dehumanization, inequality, and wellbeing with technology (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2023_science_utility | Perceived usefulness of science knowledge for understanding the world, health, the environment, and consumer decisions (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la ciencia y la tecnología, Estudio 3406 | link |
|
| spain_2024_ideology_discomfort | Discomfort at relating to people of differing political ideology as neighbors, coworkers, or a child's partner. (Custom) Centro de Investigaciones Sociológicas (CIS), Ideología y polarización, Estudio 3480 | link |
|
| spain_2024_ideology_identity | Strength of identification with twelve social and personal domains such as profession, country, gender, class, and religion. (Custom) Centro de Investigaciones Sociológicas (CIS), Ideología y polarización, Estudio 3480 | link |
|
| spain_2024_ideology_leaders | Affinity ratings on a one to ten scale toward twelve national and regional political leaders. (Custom) Centro de Investigaciones Sociológicas (CIS), Ideología y polarización, Estudio 3480 | link |
|
| spain_2024_ideology_parties | Affinity ratings on a one to ten scale toward twelve national and regional political parties. (Custom) Centro de Investigaciones Sociológicas (CIS), Ideología y polarización, Estudio 3480 | link |
|
| spain_2024_ideology_rights | Agreement with four statements on abortion, security versus liberty, feminism, and environmental protection. (Custom) Centro de Investigaciones Sociológicas (CIS), Ideología y polarización, Estudio 3480 | link |
|
| spain_2024_ideology_society | Agreement with six statements on centralization, democracy, immigration, and resistance to change. (Custom) Centro de Investigaciones Sociológicas (CIS), Ideología y polarización, Estudio 3480 | link |
|
| spain_2024_ideology_sympathy | Sympathy on a one to ten scale toward the voters of twelve political parties. (Custom) Centro de Investigaciones Sociológicas (CIS), Ideología y polarización, Estudio 3480 | link |
|
| spain_2024_ideology_territorial | Preferred territorial organization of the Spanish state and strength of regional versus Spanish national identity. (Custom) Centro de Investigaciones Sociológicas (CIS), Ideología y polarización, Estudio 3480 | link |
|
| spain_2024_ideology_welfare | Agreement with six statements on social mobility, taxation, and the role of government in the economy. (Custom) Centro de Investigaciones Sociológicas (CIS), Ideología y polarización, Estudio 3480 | link |
|
| spain_2024_politics_actions | Participation history across thirteen forms of social and political action (Custom) Centro de Investigaciones Sociológicas (CIS), Participación política, Estudio 3490 | link |
|
| spain_2024_politics_associations | Current and past membership status across eleven types of association or organized group (Custom) Centro de Investigaciones Sociológicas (CIS), Participación política, Estudio 3490 | link |
|
| spain_2024_politics_beliefs | Agreement with statements about social class, ideology, partnership forms, happiness, and respect for differing opinions (Custom) Centro de Investigaciones Sociológicas (CIS), Participación política, Estudio 3490 | link |
|
| spain_2024_politics_difficulty | Reported ease or difficulty coping with major life problems and making ends meet (Custom) Centro de Investigaciones Sociológicas (CIS), Participación política, Estudio 3490 | link |
|
| spain_2024_politics_inperson | Willingness to take part in in-person citizen meetings to receive information, debate, and vote on proposals (Custom) Centro de Investigaciones Sociológicas (CIS), Participación política, Estudio 3490 | link |
|
| spain_2024_politics_online | Willingness to take part in online citizen meetings to receive information, debate, and vote on proposals (Custom) Centro de Investigaciones Sociológicas (CIS), Participación política, Estudio 3490 | link |
|
| spain_2024_politics_political | Left-right ideological self-placement and self-reported likelihood of voting (Custom) Centro de Investigaciones Sociológicas (CIS), Participación política, Estudio 3490 | link |
|
| spain_2024_politics_values | Agreement with statements about climate change, gender equality, democracy, and flat-earth claims (Custom) Centro de Investigaciones Sociológicas (CIS), Participación política, Estudio 3490 | link |
|
| spain_2024_values_difficulty | Reported ease or difficulty coping with everyday problems and making ends meet (Custom) Centro de Investigaciones Sociológicas (CIS), Felicidad y valores sociales, Estudio 3473 | link |
|
| spain_2024_values_institutions | Agreement with statements about marriage, schools, social class, and political ideology (Custom) Centro de Investigaciones Sociológicas (CIS), Felicidad y valores sociales, Estudio 3473 | link |
|
| spain_2024_values_meaning | Agreement with statements about happiness, respect for others, freedom to choose, and self-realization (Custom) Centro de Investigaciones Sociológicas (CIS), Felicidad y valores sociales, Estudio 3473 | link |
|
| spain_2024_values_political | Left-right ideological self-placement and self-reported likelihood of voting (Custom) Centro de Investigaciones Sociológicas (CIS), Felicidad y valores sociales, Estudio 3473 | link |
|
| spain_2024_values_values | Agreement with statements about climate change, gender equality, and democracy (Custom) Centro de Investigaciones Sociológicas (CIS), Felicidad y valores sociales, Estudio 3473 | link |
|
| spain_2025_ageism_agreement | Agreement with statements about generational differences (Custom) Centro de Investigaciones Sociológicas (CIS), Edadismo, Estudio 3493 | link |
|
| spain_2025_ageism_bureaucracy | Frequency of adverse administrative and service encounters in the last three years (Custom) Centro de Investigaciones Sociológicas (CIS), Edadismo, Estudio 3493 | link |
|
| spain_2025_ageism_comparison | Whether older people receive more public investment, more public concern, and face lower exclusion risk than young people (Custom) Centro de Investigaciones Sociológicas (CIS), Edadismo, Estudio 3493 | link |
|
| spain_2025_ageism_difficulty | Difficulty performing everyday transactions without help from others (Custom) Centro de Investigaciones Sociológicas (CIS), Edadismo, Estudio 3493 | link |
|
| spain_2025_ageism_elderpriority | Priority of public measures to improve life for older people (Custom) Centro de Investigaciones Sociológicas (CIS), Edadismo, Estudio 3493 | link |
|
| spain_2025_ageism_elderslights | Frequency of age-based slights experienced in the last twelve months, older respondents (Custom) Centro de Investigaciones Sociológicas (CIS), Edadismo, Estudio 3493 | link |
|
| spain_2025_ageism_problems | Perceived volume of problems facing older people and young people (Custom) Centro de Investigaciones Sociológicas (CIS), Edadismo, Estudio 3493 | link |
|
| spain_2025_ageism_youthpriority | Priority of public measures to improve life for young people (Custom) Centro de Investigaciones Sociológicas (CIS), Edadismo, Estudio 3493 | link |
|
| spain_2025_ageism_youthslights | Frequency of age-based slights experienced in the last twelve months, younger respondents (Custom) Centro de Investigaciones Sociológicas (CIS), Edadismo, Estudio 3493 | link |
|
| spain_2025_ai_aspects | Benefits versus harms of AI across aspects of life (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_association | Association of technological advances with a series of terms (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_awareness | Awareness of AI tools and of recent AI-related events (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_comfort | Comfort with AI-performed actions and self-rated AI knowledge (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_concern | Concern about personal data use by private companies and public institutions (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_datause | Agreement with statements about company use of personal data (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_eventsagree | Agreement with recent AI-related events (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_frequency | Frequency of use of named AI tools (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_impact | Degree of impact of technological change and importance of online data privacy (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_possibilities | Agreement with statements about AI capabilities and threats (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_regulation | Agreement with statements about the need to regulate AI (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_risk | Perceived likelihood of adverse outcomes from providing personal data online (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_sectors | Benefits versus harms of AI across economic sectors (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_ai_tools | Use of named AI tools in the last twelve months (Custom) Centro de Investigaciones Sociológicas (CIS), Inteligencia artificial, Estudio 3495 | link |
|
| spain_2025_democracy_efficacy | Agreement with statements about personal influence over government and politicians (Custom) Centro de Investigaciones Sociológicas (CIS), Calidad de la democracia (III), Estudio 3497 | link |
|
| spain_2025_democracy_internal | Agreement with statements about the internal workings of political parties (Custom) Centro de Investigaciones Sociológicas (CIS), Calidad de la democracia (III), Estudio 3497 | link |
|
| spain_2025_democracy_judiciary | Agreement with statements about fairness and impartiality of the judicial system (Custom) Centro de Investigaciones Sociológicas (CIS), Calidad de la democracia (III), Estudio 3497 | link |
|
| spain_2025_democracy_media | Agreement with statements about the functions of Spanish news media (Custom) Centro de Investigaciones Sociológicas (CIS), Calidad de la democracia (III), Estudio 3497 | link |
|
| spain_2025_democracy_parties | Agreement with statements about political parties and electoral choice (Custom) Centro de Investigaciones Sociológicas (CIS), Calidad de la democracia (III), Estudio 3497 | link |
|
| spain_2025_democracy_priorities | Priority given to PSOE and PP reaching agreement across policy areas (Custom) Centro de Investigaciones Sociológicas (CIS), Calidad de la democracia (III), Estudio 3497 | link |
|
| spain_2025_democracy_system | Pride in the transition, sufficiency of anti-corruption mechanisms, and need for new forms of citizen participation (Custom) Centro de Investigaciones Sociológicas (CIS), Calidad de la democracia (III), Estudio 3497 | link |
|
| spain_2025_democracy_trust | Confidence in national and regional institutions and organizations (Custom) Centro de Investigaciones Sociológicas (CIS), Calidad de la democracia (III), Estudio 3497 | link |
|
| spain_2025_europe_agreement | Agreement with fiscal and tax policy statements (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes ante la Unión Europea (II), Estudio 3523 | link |
|
| spain_2025_europe_attention | Interest in and information about European Union affairs (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes ante la Unión Europea (II), Estudio 3523 | link |
|
| spain_2025_europe_awareness | Awareness of European Union institutions (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes ante la Unión Europea (II), Estudio 3523 | link |
|
| spain_2025_europe_effects | Effect of European Union membership on specific fields (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes ante la Unión Europea (II), Estudio 3523 | link |
|
| spain_2025_europe_impact | Perceived impact and value of European Union membership (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes ante la Unión Europea (II), Estudio 3523 | link |
|
| spain_2025_europe_policy | Support for common European Union policy measures (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes ante la Unión Europea (II), Estudio 3523 | link |
|
| spain_2025_europe_spending | Assessment of state spending on public services (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes ante la Unión Europea (II), Estudio 3523 | link |
|
| spain_2025_europe_trust | Trust in European Union institutions (Custom) Centro de Investigaciones Sociológicas (CIS), Opiniones y actitudes ante la Unión Europea (II), Estudio 3523 | link |
|
| spain_2025_fears_leaders | Ratings of four national political leaders (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre miedos e incertidumbres, Estudio 3534 | link |
|
| spain_2025_fears_prospect | Satisfaction with the present era and expectations for the future (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre miedos e incertidumbres, Estudio 3534 | link |
|
| spain_2025_inequality_inequality | Perceived degree of inequality between seven pairs of social groups (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre desigualdades sociales, Estudio 3522 | link |
|
| spain_2025_inequality_leaders | Evaluation of four national political leaders (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre desigualdades sociales, Estudio 3522 | link |
|
| spain_2025_inequality_personal | Personal concern about inequality, satisfaction with standard of living, and economic opportunity relative to parents (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre desigualdades sociales, Estudio 3522 | link |
|
| spain_2025_inequality_recognition | National political leaders recognition (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre desigualdades sociales, Estudio 3522 | link |
|
| spain_2025_inequality_trajectory | Expected direction of change in inequality in Spain and across autonomous communities (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre desigualdades sociales, Estudio 3522 | link |
|
| spain_2025_sanitation_aicomfort | Comfort with artificial intelligence in healthcare (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_aiconcern | Concern over use of clinical data for artificial intelligence (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_airegulation | Attitudes toward regulation of artificial intelligence in healthcare (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_coordination | Perceived coordination and listing waits in public healthcare (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_diagnostics | Access to diagnostic tests in public healthcare (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_digital | Awareness and use of digital health services (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_hospital | Experience and satisfaction with public hospital admission (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_mental | Experience and satisfaction with mental health care (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_primary | Experience and satisfaction with primary care consultations (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_regional | Regional healthcare compared to the rest of the country (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_services | Satisfaction with specific public health services (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_specialist | Experience and satisfaction with specialist care (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sanitation_system | Overall assessment and satisfaction with the public health system (Custom) Centro de Investigaciones Sociológicas (CIS), Barómetro sanitario 2025 (tercera oleada), Estudio 3531 | link |
|
| spain_2025_sex_attitudes | Agreement with statements about sexuality and consent (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta Nacional de Salud Sexual (2ª Edición), Estudio 3515 | link |
|
| spain_2025_sex_condom | Condom use frequency with stable and non-stable partners (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta Nacional de Salud Sexual (2ª Edición), Estudio 3515 | link |
|
| spain_2025_sex_frequency | How often sexual behavior is conditioned by trust and risk (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta Nacional de Salud Sexual (2ª Edición), Estudio 3515 | link |
|
| spain_2025_sex_identity | Gender identity, genital surgery, and sexual satisfaction (Custom) Centro de Investigaciones Sociológicas (CIS), Encuesta Nacional de Salud Sexual (2ª Edición), Estudio 3515 | link |
|
| spain_2025_tourism_importance | Rated importance of gastronomy elements (Custom) Centro de Investigaciones Sociológicas (CIS), Turismo y gastronomía (III)., Estudio 3521 | link |
|
| spain_2026_confidence_acquisition | Household acquisition of durable goods in the last six months (Custom) Centro de Investigaciones Sociológicas (CIS), Índice de Confianza del Consumidor. Mes de mayo 2026, Estudio 3565 | link |
|
| spain_2026_confidence_expectations | Personal expectations for unemployment, purchasing, and saving (Custom) Centro de Investigaciones Sociológicas (CIS), Índice de Confianza del Consumidor. Mes de mayo 2026, Estudio 3565 | link |
|
| spain_2026_confidence_macro | Expected direction of inflation, interest rates, and housing prices (Custom) Centro de Investigaciones Sociológicas (CIS), Índice de Confianza del Consumidor. Mes de mayo 2026, Estudio 3565 | link |
|
| spain_2026_confidence_prospect | Prospective assessment of household economy and job prospects (Custom) Centro de Investigaciones Sociológicas (CIS), Índice de Confianza del Consumidor. Mes de mayo 2026, Estudio 3565 | link |
|
| spain_2026_confidence_retrospect | Retrospective assessment of household economy and job prospects (Custom) Centro de Investigaciones Sociológicas (CIS), Índice de Confianza del Consumidor. Mes de mayo 2026, Estudio 3565 | link |
|
| spain_2026_disinformation_concern | Perceived severity of disinformation's harm to institutions and society (Custom) Centro de Investigaciones Sociológicas (CIS), Desinformación y humor, Estudio 3563 | link |
|
| spain_2026_disinformation_hostility | Disinformation's contribution to intolerance and hatred toward groups (Custom) Centro de Investigaciones Sociológicas (CIS), Desinformación y humor, Estudio 3563 | link |
|
| spain_2026_disinformation_humorclimate | Freedom and change in the national humor environment (Custom) Centro de Investigaciones Sociológicas (CIS), Desinformación y humor, Estudio 3563 | link |
|
| spain_2026_disinformation_humorlimits | Beliefs about normative limits on humor (Custom) Centro de Investigaciones Sociológicas (CIS), Desinformación y humor, Estudio 3563 | link |
|
| spain_2026_disinformation_humorperception | Perception of Spaniards and Spain regarding humor (Custom) Centro de Investigaciones Sociológicas (CIS), Desinformación y humor, Estudio 3563 | link |
|
| spain_2026_disinformation_memes | Frequency of receiving memes and jokes overall and by topic (Custom) Centro de Investigaciones Sociológicas (CIS), Desinformación y humor, Estudio 3563 | link |
|
| spain_2026_disinformation_offense | How much humor about sensitive topics bothers the respondent (Custom) Centro de Investigaciones Sociológicas (CIS), Desinformación y humor, Estudio 3563 | link |
|
| spain_2026_disinformation_personalhumor | Personal relationship to and use of humor (Custom) Centro de Investigaciones Sociológicas (CIS), Desinformación y humor, Estudio 3563 | link |
|
| spain_2026_disinformation_regulation | Support for regulating and countering disinformation (Custom) Centro de Investigaciones Sociológicas (CIS), Desinformación y humor, Estudio 3563 | link |
|
| spain_2026_elections_campaign | Interest in and usefulness of the electoral campaign (Custom) Centro de Investigaciones Sociológicas (CIS), Postelectoral elecciones autonómicas 2026. Comunidad autónoma de Andalucía, Estudio 3566 | link |
|
| spain_2026_elections_garcia | Rating of José Ignacio García on personal attributes (Custom) Centro de Investigaciones Sociológicas (CIS), Postelectoral elecciones autonómicas 2026. Comunidad autónoma de Andalucía, Estudio 3566 | link |
|
| spain_2026_elections_gavira | Rating of Manuel Gavira on personal attributes (Custom) Centro de Investigaciones Sociológicas (CIS), Postelectoral elecciones autonómicas 2026. Comunidad autónoma de Andalucía, Estudio 3566 | link |
|
| spain_2026_elections_leaderscampaign | Rating of each candidate's campaign performance (Custom) Centro de Investigaciones Sociológicas (CIS), Postelectoral elecciones autonómicas 2026. Comunidad autónoma de Andalucía, Estudio 3566 | link |
|
| spain_2026_elections_maillo | Rating of Antonio Maíllo on personal attributes (Custom) Centro de Investigaciones Sociológicas (CIS), Postelectoral elecciones autonómicas 2026. Comunidad autónoma de Andalucía, Estudio 3566 | link |
|
| spain_2026_elections_montero | Rating of María Jesús Montero on personal attributes (Custom) Centro de Investigaciones Sociológicas (CIS), Postelectoral elecciones autonómicas 2026. Comunidad autónoma de Andalucía, Estudio 3566 | link |
|
| spain_2026_elections_moreno | Rating of Juan Manuel Moreno on personal attributes (Custom) Centro de Investigaciones Sociológicas (CIS), Postelectoral elecciones autonómicas 2026. Comunidad autónoma de Andalucía, Estudio 3566 | link |
|
| spain_2026_international_confidence | Trust in international organizations and institutions (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre la situación internacional, Estudio 3564 | link |
|
| spain_2026_international_eu | Agreement on expanding the EU's international role (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre la situación internacional, Estudio 3564 | link |
|
| spain_2026_international_influence | Perceived global influence of international institutions (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre la situación internacional, Estudio 3564 | link |
|
| spain_2026_international_media | Engagement with and trust in conflict news coverage (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre la situación internacional, Estudio 3564 | link |
|
| spain_2026_international_threat | Salience of international conflict in daily life (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre la situación internacional, Estudio 3564 | link |
|
| spain_2026_international_un | Agreement on reforming and strengthening the UN (Custom) Centro de Investigaciones Sociológicas (CIS), Estudio sobre la situación internacional, Estudio 3564 | link |
|
| spain_2026_love_apps | Agreement with statements about dating and hookup apps (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la prostitución, Estudio 3508 | link |
|
| spain_2026_love_association | Degree to which nine terms are associated with love (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la prostitución, Estudio 3508 | link |
|
| spain_2026_love_attitudes | Agreement with statements about the nature of love (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la prostitución, Estudio 3508 | link |
|
| spain_2026_love_conceptions | Beliefs about whether understandings of love vary (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la prostitución, Estudio 3508 | link |
|
| spain_2026_love_desire | Desire to have a relationship and to be in love (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la prostitución, Estudio 3508 | link |
|
| spain_2026_love_gestures | Whether romantic gestures matter in a relationship (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la prostitución, Estudio 3508 | link |
|
| spain_2026_love_importance | Rated importance of ten domains of personal life (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la prostitución, Estudio 3508 | link |
|
| spain_2026_love_usage | Awareness of, profile creation on, and dating through apps (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la prostitución, Estudio 3508 | link |
|
| spain_2026_prostitution_pornography | Agreement with statements about pornography as entertainment, harm, health, and distortion of sexual relations (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la prostitución, Estudio 3525 | link |
|
| spain_2026_prostitution_prostitution | Agreement with statements about prostitution as violence, work, dignity, sexual freedom, and exploitation (Custom) Centro de Investigaciones Sociológicas (CIS), Percepción de la prostitución, Estudio 3525 | link |
|
| spalex_aguasvivas_2020 | Lexical Processing (CC BY 4.0) Aguasvivas, Jose; Duñabeitia, Jon Andoni (2018). Lexical decision data. figshare. Dataset. https://doi.org/10.6084/m9.figshare.5924647.v2 | link |
|
| spanishmegastudy | General knowledge items (CC BY 4.0) Buades-Sitjar, F., Boada, R., Guasch, M., Ferré, P., Hinojosa, J. A., & Duñabeitia, J. A. (2022). The predictors of general knowledge: Data from a Spanish megastudy. Behavior Research Methods, 54(2), 898-909. | link |
|
| spasovski_2020_perma | PERMA-Profiler, 23 items, 0-10; N = 510 university students in North Macedonia, April 2020 lockdown; cov_gender, cov_age, cov_ethnicity, cov_days_in_isolation. (CC0 1.0) Spasovski, O. (2020). Well-being in pandemic_Raw Data_Spasovski_Kenig.sav [Data set]. figshare. https://doi.org/10.6084/m9.figshare.12480350.v1 | link |
|
| spelling2pronounce_edwards2023 | Word-level pronunciation difficulty ratings based on spelling (CC BY 4.0) Edwards, A. A., Rigobon, V. M., Steacy, L. M., & Compton, D. L. (2024). Spelling-to-pronunciation transparency ratings for the 20,000 most frequently written English words. Behavior Research Methods, 56(4), 2828-2841. | link |
|
| spelling_assessment_study1 | Data from a spelling test (CC BY 4.0) Eskenazi, M. A., Askew, R. L., & Folk, J. R. (2023). Precision in the measurement of lexical expertise: the selection of optimal items for a spelling assessment. Behavior Research Methods, 55(2), 623-632. | link |
|
| spelling_assessment_study2 | Data from a spelling test (CC BY 4.0) Eskenazi, M. A., Askew, R. L., & Folk, J. R. (2023). Precision in the measurement of lexical expertise: the selection of optimal items for a spelling assessment. Behavior Research Methods, 55(2), 623-632. | link |
|
| spexoto_2016_casq | Cancer Appetite and Symptom Questionnaire (CASQ), Brazilian Portuguese, 12 items scored 0-4 as deposited (all 12 administered items, including the two the paper's CFA removed). 1,140 adult cancer patients at a Brazilian cancer hospital. Covariates: age, sex, religion, marital status, labour activity, cancer specialty, stage, metastasis, treatment, interview location, nutritional status, ABEP class. (CC BY 4.0) Spexoto MCB, Serrano SV, Halliday V, Maroco J, Campos JADB (2016). Cancer Appetite and Symptom Questionnaire (CASQ) for Brazilian patients: Cross-cultural adaptation and validation study. PLOS ONE 11(6): e0156288. | link |
|
| spidersBAT_grill2024 | Spider Phobia and Fear of Spiders questionnaires (CC BY 4.0) Grill, M., Heller, M., & Haberkamp, A. (2024). Development and initial validation of an open-access online Behavioral Avoidance Test (BAT) for spider fear. Psychological Assessment, 36(5), 351–364. https://doi.org/10.1037/pas0001305 | link |
|
| spilker_2016_pta_partners_costa_rica conjoint · source = "conj" |
Face-to-face national sample in Costa Rica (n = 818; 820 fielded, 2013-14) chose between pairs of hypothetical partner countries for a trade agreement, described by 8 attributes (economic size, culture, distance, religion, political system, environmental and labour standards, military alliance), and rated support for each (1-7). (CC0 1.0) Spilker, G., Bernauer, T., & Umaña, V. (2016). Selecting partner countries for preferential trade agreements: Experimental evidence from Costa Rica, Nicaragua, and Vietnam. International Studies Quarterly, 60(4), 706-718. | link |
|
| spilker_2016_pta_partners_nicaragua conjoint · source = "conj" |
Face-to-face national sample in Nicaragua (n = 789; 800 fielded, 2013-14) chose between pairs of hypothetical partner countries for a trade agreement, described by 8 attributes (economic size, culture, distance, religion, political system, environmental and labour standards, military alliance), and rated support for each (1-7). (CC0 1.0) Spilker, G., Bernauer, T., & Umaña, V. (2016). Selecting partner countries for preferential trade agreements: Experimental evidence from Costa Rica, Nicaragua, and Vietnam. International Studies Quarterly, 60(4), 706-718. | link |
|
| spilker_2018_trade_costa_rica conjoint · source = "conj" |
Face-to-face national sample of Costa Ricans aged 18-64 (Dec 2013-Feb 2014) compared pairs of hypothetical trade agreements on 11 attributes (partner country, number of countries, prices, sectoral jobs, environmental/labour standards, work permits for foreign workers); 821 respondents, preferred-agreement choice and 1-7 support rating. (CC0 1.0) Spilker, G., Bernauer, T., & Umaña, V. (2018). What kinds of trade liberalization agreements do people in developing countries want? International Interactions, 44(3), 510-536. | link |
|
| spilker_2018_trade_nicaragua conjoint · source = "conj" |
Face-to-face national sample of Nicaraguans aged 18-64 (Dec 2013-Feb 2014) compared pairs of hypothetical trade agreements on 11 attributes (partner country, number of countries, prices, sectoral jobs, environmental/labour standards, work permits for foreign workers); 800 respondents, preferred-agreement choice and 1-7 support rating. (CC0 1.0) Spilker, G., Bernauer, T., & Umaña, V. (2018). What kinds of trade liberalization agreements do people in developing countries want? International Interactions, 44(3), 510-536. | link |
|
| spilker_2018_trade_vietnam conjoint · source = "conj" |
Face-to-face sample of adults aged 18-64 in the Hanoi and Ho Chi Minh City areas (Dec 2013-Feb 2014) compared pairs of hypothetical trade agreements on 11 attributes (partner country, number of countries, prices, sectoral jobs, environmental/labour standards, work permits for foreign workers); 700 respondents, preferred-agreement choice and 1-7 support rating. (CC0 1.0) Spilker, G., Bernauer, T., & Umaña, V. (2018). What kinds of trade liberalization agreements do people in developing countries want? International Interactions, 44(3), 510-536. | link |
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| spq_kay_2025 | Item-level responses from the Odd Beliefs subscale from the Schizotypal Personality Questionnaire, adminstered once in the study. (CC BY 4.0) Kay, C. S., & Slovic, P. (2025). Assessing conspiracist ideation reliably, validly, and efficiently: A psychometric comparison of five Short-Form measures. Assessment. https://doi.org/10.1177/10731911251319933 | link |
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| sris_silvia2022 | self-reflection and insight scale (CC BY 4.0) Silvia, P. J. (2022). The self-reflection and insight scale: Applying item response theory to craft an efficient short form. Current Psychology, 41(12), 8635-8645. | link |
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| srivani_2022_education4 | 11-item Education 4.0/English-learning agreement scale (0-2), engineering students, n=145, India (CC BY 4.0) Srivani V, Hariharasudan A, Nawaz N, Ratajczak S (2022). Impact of Education 4.0 among engineering students for learning English language. PLOS ONE. | link |
|
| sscait_ladder_2021_2024 competitions · source = "comp" |
SSCAIT (Student StarCraft AI Tournament & Ladder) bot ladder: 115,183 one-on-one StarCraft: Brood War games among 110 bots, 2021-03 to 2024-01. One row per game; every game has a winner (crash = loss; time-limit games decided on score, flagged timelimit). (CC BY-NC 4.0) Čertický, M., Churchill, D., Kim, K.-J., Čertický, M., & Kelly, R. (2018). StarCraft AI competitions, bots, and tournament manager software. IEEE Transactions on Games, 11(3), 227-237. | link |
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| ssd12_habib_2025 | Somatic Symptom Disorder–B Criteria Scale, a diagnostic tool designed to evaluate criterion B of somatic symptom disorder according to DSM-5 criteria. Designed to evaluate patients' cognitive, affective, and behavioral symptoms related to somatic symptom disorder. (CC BY 4.0) Habib S, Mozumder MK (2025) Validation of the somatic symptom disorder—B Criteria Scale (SSD-12) in Bangladesh. PLoS ONE 20(1): e0318062. https://doi.org/10.1371/journal.pone.0318062 | link |
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| stachl_2020_belonging | Graduate STEM department sense-of-belonging survey; 13 items 0-4 scale; N=183 (CC BY 4.0) Stachl C., Baranger A. (2020). Sense of belonging within the graduate community of a research-focused STEM department: Quantitative assessment using a visual narrative and item response theory. PLOS ONE. https://doi.org/10.1371/journal.pone.0233431 | link |
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| stahl_2016_importance_rationality | Importance of Rationality Scale, 6 items, 1-7. 1,885 US online participants stacked from Studies 3-8. Covariates: study, gender, age. (CC BY 4.0) Stahl T, Zaal MP, Skitka LJ (2016) Moralized Rationality: Relying on Logic and Evidence in the Formation and Evaluation of Belief Can Be Seen as a Moral Issue. PLoS ONE 11(11): e0166332. https://doi.org/10.1371/journal.pone.0166332 | link |
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| stahl_2016_mfq30 | Moral Foundations Questionnaire, 30 items (harm, fairness, loyalty, authority, purity), coded 1-6. 1,786 US online participants stacked from Studies 1, 3, 6, 7 and 8. Covariates: study, gender, age. (CC BY 4.0) Stahl T, Zaal MP, Skitka LJ (2016) Moralized Rationality: Relying on Logic and Evidence in the Formation and Evaluation of Belief Can Be Seen as a Moral Issue. PLoS ONE 11(11): e0166332. https://doi.org/10.1371/journal.pone.0166332 | link |
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| stahl_2016_moralized_rationality | Moralized Rationality Scale, 9 items (2 reverse-worded, as answered), 1-7. 1,885 US online participants stacked from Studies 3-8. Covariates: study, gender, age. (CC BY 4.0) Stahl T, Zaal MP, Skitka LJ (2016) Moralized Rationality: Relying on Logic and Evidence in the Formation and Evaluation of Belief Can Be Seen as a Moral Issue. PLoS ONE 11(11): e0166332. https://doi.org/10.1371/journal.pone.0166332 | link |
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| stahl_2021_bfas | Big Five Aspect Scales, 100 items (10 aspects), 1-5, reverse-keyed items as answered. Two samples with identical materials (cov_study): 222 US MTurk workers and 345 University of Illinois at Chicago students. Covariates: study, gender, age, race/ethnicity, education (study 1). (CC BY 4.0) Ståhl T, Turner J (2021) Epistemic values and the Big Five: Personality characteristics of those who ascribe personal and moral value to epistemic rationality. PLoS ONE 16(10): e0258228. https://doi.org/10.1371/journal.pone.0258228 | link |
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| stahl_2021_irs | Importance of Rationality Scale, 6 items, 1-7, raw. Two samples with identical materials (cov_study): 222 US MTurk workers and 345 University of Illinois at Chicago students. Covariates: study, gender, age, race/ethnicity, education (study 1). (CC BY 4.0) Ståhl T, Turner J (2021) Epistemic values and the Big Five: Personality characteristics of those who ascribe personal and moral value to epistemic rationality. PLoS ONE 16(10): e0258228. https://doi.org/10.1371/journal.pone.0258228 | link |
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| stahl_2021_mrs | Moralized Rationality Scale, 9 items, 1-7, raw. Two samples with identical materials (cov_study): 222 US MTurk workers and 345 University of Illinois at Chicago students. Covariates: study, gender, age, race/ethnicity, education (study 1). (CC BY 4.0) Ståhl T, Turner J (2021) Epistemic values and the Big Five: Personality characteristics of those who ascribe personal and moral value to epistemic rationality. PLoS ONE 16(10): e0258228. https://doi.org/10.1371/journal.pone.0258228 | link |
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| stamm_2023_vaccine_campaign conjoint · source = "conj" |
Adults aged 14+ in Austria and Italy (Marketagent online panel, July-August 2022; n = 6,357) compared 2 pairs of hypothetical autumn COVID-19 vaccination calls (virus variant, available vaccines, Omicron-adapted vaccine, incentive, and a testimonial's motivation, gender and age group), chose the more appealing one and rated the likelihood of getting vaccinated 0-10. (CC0 1.0) Stamm, T. A., Partheymüller, J., Mosor, E., Ritschl, V., Kritzinger, S., Alunno, A., & Eberl, J.-M. (2023). Determinants of COVID-19 vaccine fatigue. Nature Medicine, 29, 1164-1171. | link |
|
| stamm_2023_vaccine_media conjoint · source = "conj" |
Adults aged 14+ in Austria and Italy (Marketagent online panel, July-August 2022; n = 6,357) compared 2 pairs of fictional media reports on COVID-19 vaccination (expert consensus or false balance, celebrity news, Long Covid incidence, vaccination certificate rules, vaccine mandate), chose the one that made them trust vaccination more and rated the likelihood of getting vaccinated 0-10. (CC0 1.0) Stamm, T. A., Partheymüller, J., Mosor, E., Ritschl, V., Kritzinger, S., Alunno, A., & Eberl, J.-M. (2023). Determinants of COVID-19 vaccine fatigue. Nature Medicine, 29, 1164-1171. | link |
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| stamuli_2020_fnp_outcomes_a conjoint · source = "conj" |
UK adults (Dynata online panel) chose between two scenarios of outcomes for teenage mothers and their children in 15 fixed choice sets (design A): second pregnancy within two years, A&E attendance, education, smoking in pregnancy and breastfeeding. 407 respondents (single-design plus all-four-designs respondents, pooled as in the article); forced choice. (CC0 1.0) Stamuli, E., Richardson, G., Robling, M., et al. (2020). A discrete-choice experiment to capture public preferences on the benefits of home-visiting programme for teenage mothers. F1000Research, 9, 677. | link |
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| stamuli_2020_fnp_outcomes_b conjoint · source = "conj" |
UK adults (Dynata online panel) chose between two scenarios of outcomes for teenage mothers and their children in 15 fixed choice sets (design B): second pregnancy within two years, A&E attendance, employment, prenatal attachment and vaccinations. 408 respondents (single-design plus all-four-designs respondents, pooled as in the article); forced choice. (CC0 1.0) Stamuli, E., Richardson, G., Robling, M., et al. (2020). A discrete-choice experiment to capture public preferences on the benefits of home-visiting programme for teenage mothers. F1000Research, 9, 677. | link |
|
| stamuli_2020_fnp_outcomes_c conjoint · source = "conj" |
UK adults (Dynata online panel) chose between two scenarios of outcomes for teenage mothers and their children in 15 fixed choice sets (design C): second pregnancy within two years, A&E attendance, self-efficacy, child-centeredness and birth weight. 407 respondents (single-design plus all-four-designs respondents, pooled as in the article); forced choice. (CC0 1.0) Stamuli, E., Richardson, G., Robling, M., et al. (2020). A discrete-choice experiment to capture public preferences on the benefits of home-visiting programme for teenage mothers. F1000Research, 9, 677. | link |
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| stamuli_2020_fnp_outcomes_d conjoint · source = "conj" |
UK adults (Dynata online panel) chose between two scenarios of outcomes for teenage mothers and their children in 16 fixed choice sets (design D): second pregnancy within two years, A&E attendance, partner relationship, language development and the mother's health state. 407 respondents (single-design plus all-four-designs respondents, pooled as in the article); forced choice. (CC0 1.0) Stamuli, E., Richardson, G., Robling, M., et al. (2020). A discrete-choice experiment to capture public preferences on the benefits of home-visiting programme for teenage mothers. F1000Research, 9, 677. | link |
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| stanford_2019_bbrs_belief | Burmese Buddhist Religiosity Scale, interest (3) and belief (4) items, 1-5; Study 1 (N = 2,285) and Study 2 (N = 3,377) pooled with cov_study. (CC0 1.0) Stanford, M., & Jong, J. (2019). Beyond Buddhism and animism: A psychometric test of the structure of Burmese Theravada Buddhism [Data set]. Dryad. https://doi.org/10.5061/dryad.wm37pvmhk | link |
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| stanford_2019_bbrs_frequency | Burmese Buddhist Religiosity Scale, practice-frequency block: 21 items (thinking about/praying to the Buddha, nats and weikza, pagoda attendance, alms, meditation, consulting astrologers...), 1 never to 8; Study 1 (N = 2,285) and Study 2 (N = 3,377) pooled with cov_study. (CC0 1.0) Stanford, M., & Jong, J. (2019). Beyond Buddhism and animism: A psychometric test of the structure of Burmese Theravada Buddhism [Data set]. Dryad. https://doi.org/10.5061/dryad.wm37pvmhk | link |
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| stanford_2019_buddhism_attitud | 24 Buddhism attitude statements (attitude_1-24), 1-5, from Study 1 of the Burmese Theravada Buddhism psychometric study; N = 2,239. Item wording is in the paper's appendix, not the data file. (CC0 1.0) Stanford, M., & Jong, J. (2019). Beyond Buddhism and animism: A psychometric test of the structure of Burmese Theravada Buddhism [Data set]. Dryad. https://doi.org/10.5061/dryad.wm37pvmhk | link |
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| staples_2020_beer_eco_labels conjoint · source = "conj" |
Discrete choice experiment: 1,291 US beer buyers chose between two hypothetical six-packs of beer (packaging, water-, energy- and waste-reduction eco-labels, local label, price) or no purchase, in 8 choice sets each; half saw a cheap-talk script. (CC BY 4.0) Staples, A. J., Reeling, C. J., Widmar, N. J. O., & Lusk, J. L. (2020). Consumer willingness to pay for sustainability attributes in beer: A choice experiment using eco-labels. Agribusiness, 36(4), 591-612. | link |
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| stapleton_2021_lotr | Life Orientation Test-Revised, 6 scored items, 1-5 (pessimism items stored in the pessimism direction); N = 19,059 US adults from the 2008 CCAP (20,000) and the authors' 2018 CCES module (1,000); cov_study, cov_female, cov_age, cov_pid7, cov_educ. (CC0 1.0) Stapleton, C. E., Oliver, J., & Wolak, J. (2021). The Political Consequences of an Optimistic Personality. Political Behavior. https://doi.org/10.1007/s11109-021-09717-7 | link |
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| stapleton_2021_polknow | Political knowledge, 14 office-holder and fact items, 0/1; N = 19,830 US adults, 2008 CCAP; cov_study, cov_female, cov_age, cov_pid7, cov_educ. (CC0 1.0) Stapleton, C. E., Oliver, J., & Wolak, J. (2021). The Political Consequences of an Optimistic Personality. Political Behavior. https://doi.org/10.1007/s11109-021-09717-7 | link |
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| stapleton_2021_polknow18 | Partisan-control political knowledge, 8 items, 0/1; N = 1,000 US adults, 2018 CCES; cov_study, cov_female, cov_age, cov_pid7, cov_educ. (CC0 1.0) Stapleton, C. E., Oliver, J., & Wolak, J. (2021). The Political Consequences of an Optimistic Personality. Political Behavior. https://doi.org/10.1007/s11109-021-09717-7 | link |
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| stapleton_2021_tipi | Ten-Item Personality Inventory, 10 items, 1-7 (negatively keyed items reversed by the authors); N = 19,659 US adults, 2008 CCAP; cov_study, cov_female, cov_age, cov_pid7, cov_educ. (CC0 1.0) Stapleton, C. E., Oliver, J., & Wolak, J. (2021). The Political Consequences of an Optimistic Personality. Political Behavior. https://doi.org/10.1007/s11109-021-09717-7 | link |
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| stark_2021_pic_expectations | PiC module B: patients' expectations of patient-centred communication in a GP consultation (target state), 10 items, 1 strongly disagree - 4 strongly agree (restored from the deposit's reversed coding). 890 German primary-care patients with acute low back pain at 14 GP practices. Covariates: sex, birth year, insurance. (CC BY 4.0) Stark S, Worm L, Kluge M, Roos M, Burggraf L (2021) The patient satisfaction in primary care consultation—Questionnaire (PiC): An instrument to assess the impact of patient-centred communication on patient satisfaction. PLoS ONE 16(7): e0254644. https://doi.org/10.1371/journal.pone.0254644 | link |
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| stecula_2020_antivax | Four anti-vaccination claims rated for accuracy, 0-3, at two panel waves (wave 4 and 6); N = 2,802 US adults (Annenberg Science Knowledge survey); cov_sample, cov_female, cov_education, cov_age, cov_party, cov_religiosity. (CC0 1.0) Stecula, D. A., Kuru, O., & Jamieson, K. H. (2020). How Trust in Experts and Media Use Affect Acceptance of Common Anti-Vaccination Claims. Harvard Kennedy School Misinformation Review, 1(1). Data: https://doi.org/10.7910/DVN/NLDDK8 | link |
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| steenwegen_2024_community_education conjoint · source = "conj" |
3 x 2 flyer experiment: 2,653 Flemish respondents (Kieskompas panel, 2023) each saw one hypothetical flyer for a community education initiative organized by the Italian, Chinese or Moroccan community, offering heritage language lessons or math tutoring, and rated it overall, for the community's children and for Flemish society (1-7). (CC0 1.0) Steenwegen, J., & Meijers, M. J. (2024). How prejudice shapes public perceptions of minority-organized spaces: The case of community education. Journal of Ethnic and Migration Studies. | link |
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| steinberg_2023_mentalizing_momentary | A pilot study of the psychometric properties of a novel assessment method of mentalizing in daily life (CC BY-NC 4.0) Steinberg, N., Moshe-Cohen, R., Sheena, L. et al. Capturing a mentalized moment: A pilot study of the psychometric properties of a novel assessment method of mentalizing in daily life. Curr Psychol 43, 7596–7611 (2024). https://doi.org/10.1007/s12144-023-04963-w | link |
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| stenhouse_2026_math_anxiety | Math anxiety, math teaching anxiety (19 items; Hunt & Sari 2019), and math confidence (6 items) in trainee teachers (England) (CC BY 4.0) Stenhouse R et al. (2026). Mathematics anxiety and mathematics teaching anxiety in trainee teachers survey data. Manchester Metropolitan University. https://doi.org/10.23634/mmu.00644376 | link |
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| stiglic_2019_wemwbs | Warwick-Edinburgh Mental Well-being Scale (WEMWBS), 14 items, 1-5. 468 university students in Slovenia aged 18-49. Covariates: gender, age, faculty. (CC0 1.0) Stiglic, Gregor (2019). Replication Data for: VALIDATION OF THE WARWICK-EDINBURGH MENTAL WELL-BEING SCALE (WEMWBS) AMONG UNIVERSITY STUDENT POPULATION IN SLOVENIA [dataset]. Harvard Dataverse. | link |
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| stoetzer_2023_covid_triage conjoint · source = "conj" |
6,047 online-panel respondents in the US, Germany, Italy, Poland and Brazil (August 2020) each chose which of two hypothetical COVID-19 patients to prioritize for intensive care in up to 4 pairs; patients varied in age, gender, children, job, arrival time, survival chance and partisanship (left party, right party or none). (CC0 1.0) Stoetzer, L. F., Munzert, S., Lowe, W., Cali, B., Gohdes, A. R., Helbling, M., Maxwell, R., & Traunmueller, R. (2023). Affective partisan polarization and moral dilemmas during the COVID-19 pandemic. Political Science Research and Methods, 11(2), 429-436. | link |
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| stokes_2017_rps_support conjoint · source = "conj" |
US adults (SSI online sample, August 2016, n=2,521) read about a hypothetical state bill requiring 35% renewable electricity by 2025 with up to five randomized statements (cost increase, jobs, air pollution, climate-change framing, partisan legislator support; each with a no-information control) and rated their support on a 4-point scale; one vignette per respondent. (CC0 1.0) Stokes, L. C., & Warshaw, C. (2017). Renewable energy policy design and framing influence public support in the United States. Nature Energy, 2(8), 17107. | link |
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| stolz_2015_authoritarianism | 8-item Authoritarianism scale (matches paper's S2 Table: Cronbach's alpha=0.79, one factor extracted) from an Austrian national survey (CC BY 4.0) Stolz E, Burkert N, Grossschaedl F, Rasky E, Stronegger WJ, Freidl W (2015) Determinants of Public Attitudes towards Euthanasia in Adults and Physician-Assisted Death in Neonates in Austria: A National Survey. PLoS ONE 10(4): e0124320. | link |
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| stolz_2015_death_attitudes | 6-item attitudes toward death/legalization-of-euthanasia scale from an Austrian national survey (CC BY 4.0) Stolz E, Burkert N, Grossschaedl F, Rasky E, Stronegger WJ, Freidl W (2015) Determinants of Public Attitudes towards Euthanasia in Adults and Physician-Assisted Death in Neonates in Austria: A National Survey. PLoS ONE 10(4): e0124320. | link |
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| stone_2025_judge_selection_2021 conjoint · source = "conj" |
US adults in the NORC AmeriSpeak panel (July-August 2021, Study One; n = 962) each rated one hypothetical state trial-court judge whose name/gender, race, tenure, party, sentencing record, selection method and vote share were randomized; outcomes are support for the judge (1-5) and perceived fairness (1-5). (CC0 1.0) Stone, A. R., & Olson, M. P. (2025). Elections improve support for state trial court judges in the United States. Journal of Law and Courts. | link |
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| stone_2025_judge_selection_2023 conjoint · source = "conj" |
US adults in the NORC AmeriSpeak panel (July 2023, Study Two; n = 1172) each rated one hypothetical state trial-court judge whose name/gender, race, tenure, party, sentencing record, selection method and vote share were randomized; outcomes are support for the judge (1-5). (CC0 1.0) Stone, A. R., & Olson, M. P. (2025). Elections improve support for state trial court judges in the United States. Journal of Law and Courts. | link |
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| stoop_2025_host_communities conjoint · source = "conj" |
Household respondents in the Kasai provinces, DR Congo (IDPs, returned IDPs, repatriated refugees and hosts; 2022-2023, n = 1,965) imagined having fled violence and chose between two illustrated host communities varying on jobs, church access, relatives, language and village-meeting participation in 2 tasks, rating each community 0-4 and, in round 1, on five integration statements. (CC0 1.0) Stoop, N., van der Windt, P., & Weber, S. (2025). Where to flee? Preferences for host communities among displaced people in Congo. PLOS ONE, 20. | link |
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| stoyel_2021_athlete_internal | Athletic body-ideal internalization, 5 items, 1-5 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_body_dissat | EDI Body Dissatisfaction subscale, 9 items, 0-3 scoring, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_bulimia | EDI Bulimia subscale, 7 items, 0-3 scoring, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_drive_thinness | EDI Drive for Thinness subscale, 7 items, 0-3 scoring, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_edeq_binge_purge | EDE-Q items on binge eating/compensatory behaviours, 7 items, 0-6 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_edeq_eating_concern | EDE-Q Eating Concern subscale, 5 items, 0-6 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_edeq_restraint | EDE-Q Restraint subscale, 5 items, 0-6 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_edeq_shape_concern | EDE-Q Shape Concern subscale, 8 items, 0-6 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_edeq_weight_concern | EDE-Q Weight Concern subscale, 4 items, 0-6 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_ineffectiveness | EDI Ineffectiveness subscale, 10 items, 0-3 scoring, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_interocept_awareness | EDI Interoceptive Awareness subscale, 10 items, 0-3 scoring, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_interpersonal_distrust | EDI Interpersonal Distrust subscale, 7 items, 0-3 scoring, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_maturity_fears | EDI Maturity Fears subscale, 8 items, 0-3 scoring, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_neg_affect | PANAS negative affect items, 10 items, 1-5 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_perfectionism | EDI Perfectionism subscale, 6 items, 0-3 scoring, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_pos_affect | PANAS positive affect items, 10 items, 1-5 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_social_media | Social media appearance-comparison/pressure items, 7 items, 1-6 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_social_modeling | Perceived modeling of dieting/weight-control behaviour by others, 7 items, 1-5 scale, wave 1 only, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_sociocult_info | Perceived sociocultural (media) information about attractiveness, 9 items, 1-5 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_sociocult_pressure | Perceived sociocultural (media) pressure to be thin, 7 items, 1-5 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stoyel_2021_tv_internalization | TV/media body-ideal internalization, 9 items, 1-5 scale, 3 waves, athletes prospective study (CC BY 4.0) Stoyel H, Stride C, Shanmuganathan-Felton V, Serpell L. (2021) Understanding risk factors for disordered eating symptomatology in athletes: A prospective study. PLoS ONE. | link |
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| stress_deboeck2012 | Fear and stress items from the Output Questionnaire (GPL-3.0) De Boeck, P., & Partchev, I. (2012). IRTrees: Tree-based item response models of the GLMM family. Journal of Statistical Software, 48, 1-28. | link |
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| stripp_2021_spnq | Danish 20-item Spiritual Needs Questionnaire (SpNQ-20; 0-3 importance) completed by 325 Danish adults (convenience sample). (CC BY 4.0) Stripp, T. A., Büssing, A., Wehberg, S., Andersen, H. S., et al. (2023). Measuring spiritual needs in a secular society: Validation and clinimetric properties of the Danish 20-item Spiritual Needs Questionnaire. Journal of Religion and Health. https://doi.org/10.1007/s10943-022-01533-5 | link |
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| stripp_2021_who5 | WHO-5 Well-Being Index (5 items, 0-5) completed by 325 Danish adults in the Danish SpNQ-20 validation study. (CC BY 4.0) Stripp, T. A., Büssing, A., Wehberg, S., Andersen, H. S., et al. (2023). Measuring spiritual needs in a secular society: Validation and clinimetric properties of the Danish 20-item Spiritual Needs Questionnaire. Journal of Religion and Health. https://doi.org/10.1007/s10943-022-01533-5 | link |
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| strohacker_2024_arms_readiness | Situational readiness subset of Acute Readiness Monitoring Scale (ARMS), 10 items, 0-6 scale; N=22, 519 EMA sessions (CC BY 4.0) Strohacker K., Sudeck G., Ibrahim A.H., Keegan R. (2024). Exploring person-specific associations of situational motivation and readiness with leisure-time physical activity. PLOS ONE. | link |
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| strohacker_2024_bmzi_motive | Situational exercise-motive subset of Bernese motive/goal inventory (BMZI), 11 items, 1-5 Likert; N=22, 519 EMA sessions (CC BY 4.0) Strohacker K., Sudeck G., Ibrahim A.H., Keegan R. (2024). Exploring person-specific associations of situational motivation and readiness with leisure-time physical activity. PLOS ONE. | link |
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| strojny_2026_gdt | Gaming Disorder Test (GDT), Polish version: 4 items on WHO ICD-11 gaming disorder criteria, 1 (never) to 5 (very often). Polish adolescents aged 13-17 who play video games, from the nationally representative 'Ariadna' research panel (CAWI, March 2023). N=911. (CC BY 4.0) Strojny P, Zajas A, Kiszka P, Starzec S, Demetrovics Z, Király O (2026). Introjected regulation is the primary predictor of gaming disorder symptoms across WHO and APA criteria in a representative sample of Polish adolescents. Scientific Reports, 16, 23135. https://doi.org/10.1038/s41598-026-49533-9 | link |
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| strojny_2026_gis | Gaming Involvement Scale: self-reported minutes spent on six game-related activities (playing, thinking about games, reading guides/lore, watching streams, talking about games, considering purchases) on one weekday and one weekend day; 12 continuous items (0-1300 minutes). Polish adolescents aged 13-17 who play video games, from the nationally representative 'Ariadna' research panel (CAWI, March 2023). N=911. (CC BY 4.0) Strojny P, Zajas A, Kiszka P, Starzec S, Demetrovics Z, Király O (2026). Introjected regulation is the primary predictor of gaming disorder symptoms across WHO and APA criteria in a representative sample of Polish adolescents. Scientific Reports, 16, 23135. https://doi.org/10.1038/s41598-026-49533-9 | link |
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| strojny_2026_gmi | Gaming Motivation Inventory, Polish version: 88 items, 1 (definitely not applicable) to 7 (definitely applicable); items 1-66 'Why do you play video games?', 67-88 'What kinds of games do you prefer?', 26 motive subscales. Polish adolescents aged 13-17 who play video games, from the nationally representative 'Ariadna' research panel (CAWI, March 2023). N=911. (CC BY 4.0) Strojny P, Zajas A, Kiszka P, Starzec S, Demetrovics Z, Király O (2026). Introjected regulation is the primary predictor of gaming disorder symptoms across WHO and APA criteria in a representative sample of Polish adolescents. Scientific Reports, 16, 23135. https://doi.org/10.1038/s41598-026-49533-9 | link |
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| strojny_2026_igds9sf | Internet Gaming Disorder Scale-Short Form (IGDS9-SF), Polish version: 9 items, 1 (never) to 5 (very often). Polish adolescents aged 13-17 who play video games, from the nationally representative 'Ariadna' research panel (CAWI, March 2023). N=911. (CC BY 4.0) Strojny P, Zajas A, Kiszka P, Starzec S, Demetrovics Z, Király O (2026). Introjected regulation is the primary predictor of gaming disorder symptoms across WHO and APA criteria in a representative sample of Polish adolescents. Scientific Reports, 16, 23135. https://doi.org/10.1038/s41598-026-49533-9 | link |
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| stroman_2020_ownership_reasons | Importance of 17 reasons for owning rural property (farming, family legacy, recreation, wildlife, income), 1-7. 680 landowners in Oklahoma and Texas (mail survey). Covariates: state, age. (CC BY 4.0) Stroman DA, Kreuter UP, Wonkka CL (2020) Landowner perceptions of woody plants and prescribed fire in the Southern Plains, USA. PLoS ONE 15(9): e0238688. https://doi.org/10.1371/journal.pone.0238688 | link |
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| su_2024_gad7 | GAD-7 anxiety symptoms. 7 items from 24,292 students at Xinxiang Medical University, China. Chinese-language assessment in 2021, with item response times in seconds and demographic covariates. (CC BY 4.0) Su, Z., Liu, R., Wei, Y., et al. (2024). Temporal dynamics in psychological assessments: a novel dataset with scales and response times. Scientific Data, 11, 1046. https://doi.org/10.1038/s41597-024-03888-8 | link |
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| su_2024_isi | Insomnia Severity Index: insomnia symptoms and impairment. 7 items from 24,292 students at Xinxiang Medical University, China. Chinese-language assessment in 2021, with item response times in seconds and demographic covariates. (CC BY 4.0) Su, Z., Liu, R., Wei, Y., et al. (2024). Temporal dynamics in psychological assessments: a novel dataset with scales and response times. Scientific Data, 11, 1046. https://doi.org/10.1038/s41597-024-03888-8 | link |
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| su_2024_phq9 | PHQ-9 depressive symptoms. 9 items from 24,292 students at Xinxiang Medical University, China. Chinese-language assessment in 2021, with item response times in seconds and demographic covariates. (CC BY 4.0) Su, Z., Liu, R., Wei, Y., et al. (2024). Temporal dynamics in psychological assessments: a novel dataset with scales and response times. Scientific Data, 11, 1046. https://doi.org/10.1038/s41597-024-03888-8 | link |
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| su_2024_pss14 | Perceived Stress Scale: perceived stress. 14 items from 24,292 students at Xinxiang Medical University, China. Chinese-language assessment in 2021, with item response times in seconds and demographic covariates. (CC BY 4.0) Su, Z., Liu, R., Wei, Y., et al. (2024). Temporal dynamics in psychological assessments: a novel dataset with scales and response times. Scientific Data, 11, 1046. https://doi.org/10.1038/s41597-024-03888-8 | link |
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| su_2025_health_behaviors | 19-item student health-behaviour-influence survey (1-5 Likert; health attitude, knowledge, social/family support, sleep, diet, activity, etc.), N=150 Chinese university students (CC BY 4.0) Su Z, Yang D, Wang C, Xiao Z, Cai S (2025) Structural assessment of family and educational influences on student health behaviours: Insights from a public health perspective. PLOS ONE 20(9): e0333086. | link |
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| suarez_2026_statistics | Introductory university statistics exam (Universidad de la Costa, 2024): 431 students, 16 multiple-choice items each drawn from an 85-item bank; resp_raw = text of the option chosen (Spanish), item descriptors in itemcov_*. (CC BY 4.0) Suárez Durán, M., Rodríguez Nieto, C. A., Barrera Pacheco, A., & Font, V. (2026). Statistical evaluation of student performance and response patterns in educational assessments in a university context. Journal on Mathematics Education, 17(1), 27-42. | link |
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| suarez_2026_statistics_nom nominal · source = "nom" |
Nominal companion of suarez_2026_statistics: university statistics exam, 431 students, 85-item bank; text = text of the option chosen (Spanish; option order was randomised), resp = correct. (CC BY 4.0) Suárez Durán, M., Rodríguez Nieto, C. A., Barrera Pacheco, A., & Font, V. (2026). Statistical evaluation of student performance and response patterns in educational assessments in a university context. Journal on Mathematics Education, 17(1), 27-42. | link |
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| suasapha_2023_tourism_education conjoint · source = "conj" |
Students at tourism polytechnics in Bali rated 16 fixed stimulus cards describing a higher-education institution by graduate absorption, academic quality, campus reputation, tuition and facilities (text in Indonesian). 238 respondents, 16 single-profile cards, one 1-4 preference score. (CC BY 4.0) Suasapha, A. H. (2023). Output conjoint, descriptive statistics and orthogonal design, THEI research [Data set]. figshare. | link |
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| sugiura_2015_disaster_characteristics | 40-item "power to live with disasters" personal-characteristics scale (0-5 scale), administered to N=1407 survivors of the 2011 Great East Japan Earthquake. (CC BY 4.0) Sugiura M, Sato S, Nouchi R, Honda A, Abe T, Muramoto T, et al. (2015) Eight Personal Characteristics Associated with the Power to Live with Disasters as Indicated by Survivors of the 2011 Great East Japan Earthquake Disaster. PLoS ONE. | link |
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| suicide_reinbergs_2025_dssm | Suicide Stigma Scale. This study modified the personal stigma version of the Depression Stigma Scale (DSS) by replacing each instance of the word “depression” or “depressed” with the word “suicide,” “suicidal,” or “suicidality.” (CC BY 4.0) Reinbergs, E. J., Rogers, M. L., Gransee, S. E., & Loera, T. T. (2025, May 27). Suicide Stigma Scale: Development and initial psychometric validation. https://doi.org/10.31219/osf.io/3vd9f_v1 | link |
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| suicide_reinbergs_2025_gad | The GAD–2 assesses anxiety symptoms over the past two weeks. (CC BY 4.0) Reinbergs, E. J., Rogers, M. L., Gransee, S. E., & Loera, T. T. (2025, May 27). Suicide Stigma Scale: Development and initial psychometric validation. https://doi.org/10.31219/osf.io/3vd9f_v1 | link |
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| suicide_reinbergs_2025_ghsq | The GHSQ was used to assess participants’ help-seeking behaviors. (CC BY 4.0) Reinbergs, E. J., Rogers, M. L., Gransee, S. E., & Loera, T. T. (2025, May 27). Suicide Stigma Scale: Development and initial psychometric validation. https://doi.org/10.31219/osf.io/3vd9f_v1 | link |
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| suicide_reinbergs_2025_mpfi | The MPFI-24-PF was used to assess participants’ levels of psychological flexibility over the last two weeks. (CC BY 4.0) Reinbergs, E. J., Rogers, M. L., Gransee, S. E., & Loera, T. T. (2025, May 27). Suicide Stigma Scale: Development and initial psychometric validation. https://doi.org/10.31219/osf.io/3vd9f_v1 | link |
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| suicide_reinbergs_2025_phq | The PHQ-9 assesses participants’ depression symptoms (e.g., fatigue, appetite, feeling like a failure, feeling hopeless, and other symptoms of depression) in the past two weeks. (CC BY 4.0) Reinbergs, E. J., Rogers, M. L., Gransee, S. E., & Loera, T. T. (2025, May 27). Suicide Stigma Scale: Development and initial psychometric validation. https://doi.org/10.31219/osf.io/3vd9f_v1 | link |
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| suicide_reinbergs_2025_sbqr | The SBQ-R assesses participants’ suicide risk and is a revised version of the original SBQ (CC BY 4.0) Reinbergs, E. J., Rogers, M. L., Gransee, S. E., & Loera, T. T. (2025, May 27). Suicide Stigma Scale: Development and initial psychometric validation. https://doi.org/10.31219/osf.io/3vd9f_v1 | link |
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| suicide_reinbergs_2025_soss | The Stigma of Suicide Scale–Short Form (SOSS-SF) was used to measure participants’ negative attitudes towards individuals who die by suicide. (CC BY 4.0) Reinbergs, E. J., Rogers, M. L., Gransee, S. E., & Loera, T. T. (2025, May 27). Suicide Stigma Scale: Development and initial psychometric validation. https://doi.org/10.31219/osf.io/3vd9f_v1 | link |
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| suicide_reinbergs_2025_stig | The STIG-9 measures general mental health stigma. (CC BY 4.0) Reinbergs, E. J., Rogers, M. L., Gransee, S. E., & Loera, T. T. (2025, May 27). Suicide Stigma Scale: Development and initial psychometric validation. https://doi.org/10.31219/osf.io/3vd9f_v1 | link |
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| suicide_reinbergs_2025_stosa | Stigma of Suicide Attempt Scale (STOSA). The STOSA is a 12-item scale measuring stigma related to suicide attempts with items such as, “Most people feel that attempted suicide is a sign of personal failure” rated on a 4-point Likert scale from 1 (Strongly disagree) to 4 (Strongly agree). (CC BY 4.0) Reinbergs, E. J., Rogers, M. L., Gransee, S. E., & Loera, T. T. (2025, May 27). Suicide Stigma Scale: Development and initial psychometric validation. https://doi.org/10.31219/osf.io/3vd9f_v1 | link |
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| summart_2025_whoqol_bref | WHOQOL-BREF-THAI quality of life (24 of 26 items, 1-5; Thai form order) completed by 3,563 Thai nursing students at 15 institutions in northeast Thailand. (CC BY 4.0) Summart, U. et al. (2025). Validation of the Thai version of the World Health Organization's Quality of Life Scale (WHOQOL-BREF-THAI) among Thai nursing students in northeast Thailand: A multi-centre study. F1000Research, 14. https://doi.org/10.12688/f1000research.161251.3 | link |
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| summart_2026_isss8 | Illness-Specific Social Support Scale Short Version-8 (ISSS-8), Thai, 8 items (positive support, detrimental interactions), 0 never .. 4 always; 7 out-of-range cells (5) dropped. 330 Thai patients with haematological malignancies receiving chemotherapy at three hospitals (cluster_id = hospital). Covariate: age. (CC BY 4.0) Summart U, Sangruangake M, Wamaloon C, Moungmultri A, A'la MZ (2026). Psychometric properties of the Thai version of the Illness-Specific Social Support Scale Short Version-8 (ISSS-8) among hematological malignancy patients in the Northeastern region of Thailand: A multicenter study. PLOS ONE 21(7): e0341756. | link |
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| summart_2026_sicpa | Stanford Inventory of Cancer Patient Adjustment (SICPA), Thai, 38 items, 1 not at all confident .. 10 completely confident; 2 cells of 0 dropped. 330 Thai patients with haematological malignancies receiving chemotherapy at three hospitals (cluster_id = hospital). Covariate: age. (CC BY 4.0) Summart U, Sangruangake M, Wamaloon C, Moungmultri A, A'la MZ (2026). Psychometric properties of the Thai version of the Illness-Specific Social Support Scale Short Version-8 (ISSS-8) among hematological malignancy patients in the Northeastern region of Thailand: A multicenter study. PLOS ONE 21(7): e0341756. | link |
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| sumner_2022_asi | 29-item Aberrant Salience Inventory (ASI), yes/no coded 1-2. 929 respondents x 29 items = 26941 responses. (CC BY 4.0) Sumner, P.; Meyer, D.; Carruthers, S.; Amirul Islam, F.; Rossell, S. (2022). Assessing the dimensionality of scores derived from the Revised Formal Thought Disorder Self-Report Scale in schizotypy. PLOS ONE, 17(12), e0278841. https://doi.org/10.1371/journal.pone.0278841 | link |
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| sumner_2022_ftdss | 29-item Revised Formal Thought Disorder Self-report Scale (FTD-SS), 1-4. 934 respondents x 29 items = 27086 responses. (CC BY 4.0) Sumner, P.; Meyer, D.; Carruthers, S.; Amirul Islam, F.; Rossell, S. (2022). Assessing the dimensionality of scores derived from the Revised Formal Thought Disorder Self-Report Scale in schizotypy. PLOS ONE, 17(12), e0278841. https://doi.org/10.1371/journal.pone.0278841 | link |
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| sumner_2022_ipip_neo | 48 IPIP-NEO Neuroticism and Extraversion facet items, 1-5. 928 respondents x 48 items = 44544 responses. (CC BY 4.0) Sumner, P.; Meyer, D.; Carruthers, S.; Amirul Islam, F.; Rossell, S. (2022). Assessing the dimensionality of scores derived from the Revised Formal Thought Disorder Self-Report Scale in schizotypy. PLOS ONE, 17(12), e0278841. https://doi.org/10.1371/journal.pone.0278841 | link |
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| sumner_2022_lshs | 16-item Launay-Slade Hallucination Scale (LSHS), 1-5. 927 respondents x 16 items = 14832 responses. (CC BY 4.0) Sumner, P.; Meyer, D.; Carruthers, S.; Amirul Islam, F.; Rossell, S. (2022). Assessing the dimensionality of scores derived from the Revised Formal Thought Disorder Self-Report Scale in schizotypy. PLOS ONE, 17(12), e0278841. https://doi.org/10.1371/journal.pone.0278841 | link |
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| sumner_2022_olife | 104-item Oxford-Liverpool Inventory of Feelings and Experiences (O-LIFE), yes/no coded 1-2. 926 respondents x 104 items = 96304 responses. (CC BY 4.0) Sumner, P.; Meyer, D.; Carruthers, S.; Amirul Islam, F.; Rossell, S. (2022). Assessing the dimensionality of scores derived from the Revised Formal Thought Disorder Self-Report Scale in schizotypy. PLOS ONE, 17(12), e0278841. https://doi.org/10.1371/journal.pone.0278841 | link |
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| sumner_2022_spq | 74-item Schizotypal Personality Questionnaire (SPQ), yes/no coded 1-2. 929 respondents x 74 items = 68746 responses. (CC BY 4.0) Sumner, P.; Meyer, D.; Carruthers, S.; Amirul Islam, F.; Rossell, S. (2022). Assessing the dimensionality of scores derived from the Revised Formal Thought Disorder Self-Report Scale in schizotypy. PLOS ONE, 17(12), e0278841. https://doi.org/10.1371/journal.pone.0278841 | link |
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| sun_2016_risky_choice_graph | 4-item binary risky-choice task (probability-bet vs money-bet gamble pairs, resp 1/0), undergraduate decision-making study on graph-scale display effects (CC BY 4.0) Sun Y, et al. (2016) Effect of Graph Scale on Risky Choice: Evidence from Preference and Process in Decision-Making. PLoS ONE. | link |
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| sun_2018_bbw | Belief in a benevolent world (6 items, 1-7), 309 Chinese adults (DGSC validation, Study 3). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_bjw | Personal Belief in a Just World Scale (PBJWS, 7 items, 1-7), 309 Chinese adults (DGSC validation, Study 3). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_bzsg | Zero-Sum Game Belief Scale (8 items, 1-7), 303 Chinese adults (DGSC validation, Study 2). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_entitlement | Psychological Entitlement Scale (Campbell et al.; 9 items, 1-7), 133 Chinese adults (DGSC validation, Study 1 sample A). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_greed | Dispositional Greed Scale, Chinese version (DGSC, 7 items, 1-7), four samples of Chinese adults (N=1,048), sample in cov_study. (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_gse | Generalized Self-Efficacy Scale, Chinese version (10 items, 1-7), 309 Chinese adults (DGSC validation, Study 3). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_ipc | Levenson Internal, Powerful Others, and Chance locus of control scale (IPC, 24 items, 1-7), 309 Chinese adults (DGSC validation, Study 3). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_materialism | Material Values Scale (Richins & Dawson; 18 items, 1-7), 303 Chinese adults (DGSC validation, Study 1 sample B). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_neuroticism | Neuroticism, Chinese EPQ-RS (12 items, rated 1-7), 309 Chinese adults (DGSC validation, Study 3). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_self_esteem | Rosenberg Self-Esteem Scale (10 items, 1-7), 309 Chinese adults (DGSC validation, Study 3). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_ssei | Subjective socio-economic insecurity (10 items, 1-7), 303 Chinese adults (DGSC validation, Study 2). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2018_trust | Trust in people, Rosenberg Faith in People items (4 items, 1-7), 309 Chinese adults (DGSC validation, Study 3). (CC BY 4.0) Liu, Z., Sun, X., Ding, X., Hu, X., Xu, Z., & Fu, Z. (2019). Psychometric properties of the Chinese version of the Dispositional Greed Scale and a portrait of greedy people. Personality and Individual Differences, 137, 101-109. https://doi.org/10.1016/j.paid.2018.08.012 | link |
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| sun_2021_blockchain_loan_adoption | SME managers' perceptions of a blockchain-based loan system: perceived risk / reward sensitivity / perceived fairness / complexity / usage intention (5 constructs x 3 items 7-pt Likert Strongly disagree-Strongly agree) N=296 Chinese SMEs (CC BY 4.0) Sun W, Dedahanov AT, Shin HY, Li WP (2021) Using extended complexity theory to test SMEs' adoption of Blockchain-based loan system. PLOS ONE. | link |
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| sun_2024_innovation | Innovation construct, 3 items, 1-7 scale, N=281 Chinese high-tech SME employees on AI computing leasing adoption (CC BY 4.0) Sun W, Tohirovich Dedahanov A, Li WP, Young Shin H. (2024). Sanctions and opportunities: Factors affecting China's high-tech SMEs adoption of artificial intelligence computing leasing business. Heliyon. | link |
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| sun_2024_performance_expectancy | Performance Expectancy construct, 3 items, 1-7 scale, N=281 Chinese high-tech SME employees on AI computing leasing adoption (CC BY 4.0) Sun W, Tohirovich Dedahanov A, Li WP, Young Shin H. (2024). Sanctions and opportunities: Factors affecting China's high-tech SMEs adoption of artificial intelligence computing leasing business. Heliyon. | link |
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| sun_2024_price_value | Price Value construct, 3 items, 1-7 scale, N=281 Chinese high-tech SME employees on AI computing leasing adoption (CC BY 4.0) Sun W, Tohirovich Dedahanov A, Li WP, Young Shin H. (2024). Sanctions and opportunities: Factors affecting China's high-tech SMEs adoption of artificial intelligence computing leasing business. Heliyon. | link |
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| sun_2024_risk | Risk construct, 3 items, 1-7 scale, N=281 Chinese high-tech SME employees on AI computing leasing adoption (CC BY 4.0) Sun W, Tohirovich Dedahanov A, Li WP, Young Shin H. (2024). Sanctions and opportunities: Factors affecting China's high-tech SMEs adoption of artificial intelligence computing leasing business. Heliyon. | link |
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| sun_2024_task_tech_fit | Task-Technology Fit construct, 3 items, 1-7 scale, N=281 Chinese high-tech SME employees on AI computing leasing adoption (CC BY 4.0) Sun W, Tohirovich Dedahanov A, Li WP, Young Shin H. (2024). Sanctions and opportunities: Factors affecting China's high-tech SMEs adoption of artificial intelligence computing leasing business. Heliyon. | link |
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| sun_2024_usage | Usage Intention construct, 3 items, 1-7 scale, N=281 Chinese high-tech SME employees on AI computing leasing adoption (CC BY 4.0) Sun W, Tohirovich Dedahanov A, Li WP, Young Shin H. (2024). Sanctions and opportunities: Factors affecting China's high-tech SMEs adoption of artificial intelligence computing leasing business. Heliyon. | link |
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| sun_2025_morality_study1_compassion | Ratings of compassion for undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_dependability | Ratings of dependability for undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_fairnessHEXACO | Ratings of HEXACO-based fairness for undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_fairnessMCQ | Ratings of interpersonal fairness (MCQ) for undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_honesty | Ratings of honesty for undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_loyalty | Ratings of loyalty for undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_meaning | Scores for meaning in life among undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_morality | Ratings of general moral character for undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_nemotion | Scores for negative emotion among undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_pemotion | Scores for positive emotion among undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_prelationships | Scores for positive relationships among undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study1_respectfulness | Ratings of respectfulness for undergraduate targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_colleagueclose | Closeness with colleagues in Chinese engineering teams. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_colleagueknow | Familiarity with colleagues in Chinese engineering teams. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_colleaguelike | Liking of colleagues in Chinese engineering teams. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_colleaguerespect | Respect for colleagues in Chinese engineering teams. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_colleaguetrust | Trust in colleagues in Chinese engineering teams. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_informant-moral-character | Informant ratings of moral character for team members in Chinese engineering teams. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_meaning | Scores for meaning in life among Chinese employees. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_nemotion | Scores for negative emotion among Chinese employees. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_pemotion | Scores for positive emotion among Chinese employees. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_peoplelike | Perceived liking by other team members. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_peoplerespect | Perceived respect by other team members. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_peopletrust | Perceived trust by other team members. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_prelationships | Scores for positive relationships among Chinese employees. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study2_self-moral-character | Self-report of own moral character for Chinese employees. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_benevolence | Ratings of benevolence trait for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_compassion | Ratings of compassion for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_costofmorality | Ratings of personal cost of moral action for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_dependability | Ratings of dependability trait for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_extraversion | Ratings of extraversion for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_fairnessHEXACO | Ratings of HEXACO-based fairness for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_fairnessMCQ | Ratings of interpersonal fairness (MCQ) for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_generalmorality | Ratings of general moral character for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_honesty | Ratings of honesty for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_loyalty | Ratings of loyalty trait for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_meaning | Scores for meaning in life among nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_moralratings | Moral ratings for most, least, and average moral targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_nemotion | Self-report scores for negative emotion among nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_neuroticism | Ratings of neuroticism for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_openness | Ratings of openness for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_pemotion | Scores for positive emotion among nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2025_morality_study3_respectfulness | Ratings of respectfulness for nominated targets. (CC BY 4.0) Sun, J., Wu, W., & Goodwin, G. P. (2025). Are moral people happier? Answers from reputation-based measures of moral character. Journal of Personality and Social Psychology, 128(5), 1160–1180. | link |
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| sun_2026_eap_content | EAP "Architectural Art English" needs analysis: teaching-content importance block; 11 items 1-5 scale; N=650 (CC BY 4.0) Sun R., Chen Z. (2026). Designing the syllabus for the EAP course “Architectural Art English”: A needs and genre analysis-based approach. PLOS ONE. https://doi.org/10.1371/journal.pone.0351750 | link |
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| sun_2026_eap_difficulty | EAP "Architectural Art English" needs analysis: learning-difficulty severity block; 6 items 1-5 scale; N=650 (CC BY 4.0) Sun R., Chen Z. (2026). Designing the syllabus for the EAP course “Architectural Art English”: A needs and genre analysis-based approach. PLOS ONE. https://doi.org/10.1371/journal.pone.0351750 | link |
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| sun_2026_eap_methods | EAP "Architectural Art English" needs analysis: teaching-method effectiveness block; 5 items 1-5 scale; N=650 (CC BY 4.0) Sun R., Chen Z. (2026). Designing the syllabus for the EAP course “Architectural Art English”: A needs and genre analysis-based approach. PLOS ONE. https://doi.org/10.1371/journal.pone.0351750 | link |
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| sun_2026_eap_usage | EAP "Architectural Art English" needs analysis: English usage-scenario importance/frequency block; 12 items 1-5 scale; N=650 (CC BY 4.0) Sun R., Chen Z. (2026). Designing the syllabus for the EAP course “Architectural Art English”: A needs and genre analysis-based approach. PLOS ONE. https://doi.org/10.1371/journal.pone.0351750 | link |
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| sun_2026_tiktok_travel | 29-item survey (7-point Likert) on information/service quality, destination image, emotion, and travel intention re: government-run tourism TikTok accounts, n=406 (CC BY 4.0) Sun Y, et al (2026). Understanding travel intention formation in government culture and tourism TikTok accounts: An integration of the SOR model and emotion appraisal theory. PLOS ONE. | link |
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| sung_2023_chemical_compounds conjoint · source = "conj" |
Korean researchers who use Korean Chemical Bank compounds rated their purchase probability (0-10) for 16 fixed stimulus cards describing a chemical compound by new functionality, type, structure database, drug action data, screening service and price. 130 respondents, 16 single-profile cards. (CC BY 4.0) Sung, B., Park, K.-M., Park, C. G., Kim, Y.-H., Lee, J., & Jin, T.-E. (2023). What drives researcher preferences for chemical compounds? Evidence from conjoint analysis. PLOS ONE, 18(11), e0294576. | link |
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| sung_2026_marital_quality | Perceived marital quality, 6 NSHAP-derived questions (closeness; free time together; can open up to / rely on spouse; spouse makes too many demands / criticizes), each coded 1-3 as in the paper. Husbands and wives in 308 married couples aged 60+ from two rural cohorts of the Korean Social Life, Health, and Aging Project (KSHAP); couple = cluster_id, cov_spouse. N=616. (CC BY 4.0) Sung K, Kim J, Park YR, Kim HC, Youm Y (2026). Discordance in gender role attitudes between spouses and its relationship with the risk biomarkers of cardiovascular diseases: a couple-level analysis. Scientific Reports, 16, 11881. https://doi.org/10.1038/s41598-026-41697-8 | link |
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| suring_2025_forest_contracts conjoint · source = "conj" |
Private forest owners in Denmark (1,716) and Finland (1,631) made 9 choices each between a management-based and a results-based biodiversity contract (objective, compensation per ha, payment threshold, payment schedule, measuring and reporting) or neither. (CC BY 4.0) Süring, C., & Lundhede, T. (2025). Private forest owner preferences for action- and result-based biodiversity restoration contracts – A discrete choice experiment in Denmark and Finland. Forest Policy and Economics. | link |
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| suyato_2023_cbq | Citizenship Behavior Questionnaire (20 items, 1-4) for 340 university students in Yogyakarta, Indonesia. (CC BY 4.0) Suyato, Hidayah, Y., & Setiawan, E. P. (2023). Citizenship Behavior Questionnaire (CBQ) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10105133 | link |
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| suyato_2023_democracy | Perceived change in the quality of democracy in Indonesia (19 items, coded -1 to 2) for 340 university students in Yogyakarta. (CC BY 4.0) Suyato, Hidayah, Y., & Setiawan, E. P. (2023). Citizenship Behavior Questionnaire (CBQ) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10105133 | link |
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| suzuki_2019_sleep_problems | Frequency of three sleep problems (difficulty initiating sleep, difficulty maintaining sleep/early awakening, daytime sleepiness), 1-4, measured in spring, summer, fall and winter (wave 1-4). 1,388 Japanese community residents aged 15-89. Covariates: sex, age, area. (CC BY 4.0) Suzuki M, Taniguchi T, Furihata R, Yoshita K, Arai Y, Yoshiike N, Uchiyama M (2019) Seasonal changes in sleep duration and sleep problems: A prospective study in Japanese community residents. PLoS ONE 14(4): e0215345. https://doi.org/10.1371/journal.pone.0215345 | link |
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| svensson_2026_forest_biodiversity conjoint · source = "conj" |
Swedish private forest owners chose between a result-based and an action-based biodiversity conservation contract (activity, annual compensation, contract length, financier) or neither, in 6 of 24 choice sets each; 1,674 respondents, 9,794 choices. (CC BY 4.0) Svensson, J., Lundhede, T., & Droste, N. (2026). Replication files - Private forest owners prefer public involvement in financing biodiversity conservation [Data set]. Zenodo. | link |
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| swmd_mokken | Well-being scale from students about teachers (GPL-3.0) Zijsling, D., Keuning, J., Keizer-Mittelhaeuser, M.-A., Naaijer, H., & Timmermans, A. (2017). Cohortonderzoek COOL5-18: Technisch rapport meting VO-3 in 2014. Onderwijs/Onderzoek | link |
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| syafrijon_2026_digital_use | 20 agreement items (1-5) in six blocks: TA technology attitudes (2), TE technology ethics (2), TO technology operations (3), TS technology satisfaction (5), EU ease of use (4), EH e-habits (4); N = 360 Indonesian high-school students. (CC BY 4.0) Syafrijon, Fadillah, M. A., Tarigan, M. R. M., & Tanjung, Y. I. (2026). Data on technological, ethical, and behavioral factors associated with students' digital competence [data]. Mendeley Data. https://doi.org/10.17632/6wxhpybm8b | link |
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| syafrijon_2026_sdc | 6 students' digital competence items (1-5); N = 360 Indonesian high-school students. (CC BY 4.0) Syafrijon, Fadillah, M. A., Tarigan, M. R. M., & Tanjung, Y. I. (2026). Data on technological, ethical, and behavioral factors associated with students' digital competence [data]. Mendeley Data. https://doi.org/10.17632/6wxhpybm8b | link |
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| syahputra_2024_prosocial | Sixteen prosocial-behaviour items administered to 742 Indonesian adolescents, 1-4. Item text not shipped: the deposit's headers are positional (Item1..Item16) and it carries no codebook. (CC BY 4.0) Syahputra, W., Widhiastuti, I., Baydhowi, Yundianto, D., & Ali, M. (2024). Psychometric properties of the prosocial behavior scale in a sample of Indonesian adolescents [Dataset]. Zenodo. | link |
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| syamsuar_2025_behavioral_intention | Behavioural intention to use antivirus software in an antivirus-adoption survey (PMT + UTAUT), 5 items (BI1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_effort_expectancy | Effort expectancy (UTAUT) in an antivirus-adoption survey (PMT + UTAUT), 5 items (EE1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_facilitating_conditions | Facilitating conditions (UTAUT) in an antivirus-adoption survey (PMT + UTAUT), 5 items (FC1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_perceived_severity | Perceived severity (Protection Motivation Theory) in an antivirus-adoption survey (PMT + UTAUT), 5 items (PS1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_perceived_vulnerability | Perceived vulnerability (PMT) in an antivirus-adoption survey (PMT + UTAUT), 5 items (PV1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_performance_expectancy | Performance expectancy (UTAUT) in an antivirus-adoption survey (PMT + UTAUT), 5 items (PE1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_protective_behavior | Protective cybersecurity behaviour in an antivirus-adoption survey (PMT + UTAUT), 5 items (PB1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_response_cost | Response cost (PMT) in an antivirus-adoption survey (PMT + UTAUT), 5 items (RC1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_response_efficacy | Response efficacy (PMT) in an antivirus-adoption survey (PMT + UTAUT), 5 items (RE1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_self_efficacy | Self-efficacy (PMT) in an antivirus-adoption survey (PMT + UTAUT), 5 items (SE1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_social_influence | Social influence (UTAUT) in an antivirus-adoption survey (PMT + UTAUT), 5 items (SI1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syamsuar_2025_usage_behavior | Antivirus usage behaviour in an antivirus-adoption survey (PMT + UTAUT), 5 items (UB1-5), 1-5, 277 Indonesian internet users. (CC BY 4.0) Syamsuar, D., & Putra, R. R. (2025). Evolution of Cyber Threats: The Critical Role of Antivirus in Overcoming Current Digital Security Challenges [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15671603 | link |
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| syed_2026_resume_coursework conjoint · source = "conj" |
Hiring-experienced online respondents evaluated one hypothetical entry-level analyst resume that varied by educational profile (state university/BA vs technology-focused university/BS) and advanced technical coursework (yes/no); interview decision, interview likelihood (0-100) and four 0-7 perception items; 1,263 respondents. (CC0 1.0) Syed, A., & Murdie, A. (2026). Liberal arts plus STEM: Employer evaluations of resumes [Data set]. Harvard Dataverse. | link |
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| szabo_2025_bwas | Bergen Work Addiction Scale, 7 items, 0-4; Hungarian entrepreneurs. 184 respondents x 7 items = 1288 responses. (CC BY 4.0) Szabo, A. (2025). Burnout in Entrepreneurs Predicted by Stress and Harmonious Passion [Data set]. Mendeley Data. https://doi.org/10.17632/jkwhf3ys6z10.17632/jkwhf3ys6z | link |
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| szabo_2025_family_conflict | Family-to-work conflict, 5 items, 1-4; Hungarian entrepreneurs. 184 respondents x 5 items = 920 responses. (CC BY 4.0) Szabo, A. (2025). Burnout in Entrepreneurs Predicted by Stress and Harmonious Passion [Data set]. Mendeley Data. https://doi.org/10.17632/jkwhf3ys6z | link |
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| szabo_2025_molbi | Oldenburg Burnout Inventory (MOLBI), 10 items, 1-4; Hungarian entrepreneurs. 184 respondents x 10 items = 1840 responses. (CC BY 4.0) Szabo, A. (2025). Burnout in Entrepreneurs Predicted by Stress and Harmonious Passion [Data set]. Mendeley Data. https://doi.org/10.17632/jkwhf3ys6z | link |
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| szabo_2025_passion | Passion Scale, 17 items, 1-7; Hungarian entrepreneurs. 184 respondents x 17 items = 3128 responses. (CC BY 4.0) Szabo, A. (2025). Burnout in Entrepreneurs Predicted by Stress and Harmonious Passion [Data set]. Mendeley Data. https://doi.org/10.17632/jkwhf3ys6z | link |
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| szabo_2025_pss4 | Perceived Stress Scale (PSS-4), 4 items, 0-4; Hungarian entrepreneurs. 184 respondents x 4 items = 736 responses. (CC BY 4.0) Szabo, A. (2025). Burnout in Entrepreneurs Predicted by Stress and Harmonious Passion [Data set]. Mendeley Data. https://doi.org/10.17632/jkwhf3ys6z | link |
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| szabo_2025_wellbeing | Well-being, 12 items, 1-4; Hungarian entrepreneurs. 184 respondents x 12 items = 2208 responses. (CC BY 4.0) Szabo, A. (2025). Burnout in Entrepreneurs Predicted by Stress and Harmonious Passion [Data set]. Mendeley Data. https://doi.org/10.17632/jkwhf3ys6z | link |
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| szabo_2025_work_addiction | Work addiction yes/no screen, 7 items, coded 1/2; Hungarian entrepreneurs. 184 respondents x 7 items = 1288 responses. (CC BY 4.0) Szabo, A. (2025). Burnout in Entrepreneurs Predicted by Stress and Harmonious Passion [Data set]. Mendeley Data. https://doi.org/10.17632/jkwhf3ys6z | link |
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| szabo_2025_work_conflict | Work-to-family conflict, 5 items, 1-4; Hungarian entrepreneurs. 184 respondents x 5 items = 920 responses. (CC BY 4.0) Szabo, A. (2025). Burnout in Entrepreneurs Predicted by Stress and Harmonious Passion [Data set]. Mendeley Data. https://doi.org/10.17632/jkwhf3ys6z | link |
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| szameitat_2015_multitask_examples | Agreement ratings (7-pt scale, -3 to 3) on 43 example activities as instances of "multitasking," from 366 online survey respondents. (CC BY 4.0) Szameitat et al. (2015). "Women Are Better Than Men"-Public Beliefs on Gender Differences and Other Aspects in Multitasking. PLOS ONE. | link |
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| szameitat_2015_occupation_multitask | Ratings (7-pt scale, 0-6) of how much multitasking is required in each of 15 named occupations, from 347 online survey respondents. (CC BY 4.0) Szameitat et al. (2015). "Women Are Better Than Men"-Public Beliefs on Gender Differences and Other Aspects in Multitasking. PLOS ONE. | link |
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| szigeti_2022_bpq | Burnout Process Questionnaire (Kiégés Folyamat Kérdőív), 26 items, 0-4; N = 618 Hungarian teachers; cov_source, cov_gender, cov_age, cov_partnered, cov_school_type, cov_weekly_hours. (CC BY 4.0) Szigeti, R. (2022). Burnout Process Questionnaire_MPLUS_kovariances.dat. figshare. https://doi.org/10.6084/m9.figshare.20788174 | link |
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| szigeti_2022_cesd | CES-D depression scale (Hungarian), 20 items, 0-3; N = 618; same covariates. (CC BY 4.0) Szigeti, R. (2022). Burnout Process Questionnaire_MPLUS_kovariances.dat. figshare. https://doi.org/10.6084/m9.figshare.20788174 | link |
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| szigeti_2022_eri_oc | Effort-Reward Imbalance overcommitment scale (Hungarian), 6 items, 0-3; N = 615; same covariates. (CC BY 4.0) Szigeti, R. (2022). Burnout Process Questionnaire_MPLUS_kovariances.dat. figshare. https://doi.org/10.6084/m9.figshare.20788174 | link |
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| szigeti_2022_mbi_es | Maslach Burnout Inventory - Educators Survey (Hungarian), 22 items, 0-6; N = 231 teachers (subsample); same covariates. (CC BY 4.0) Szigeti, R. (2022). Burnout Process Questionnaire_MPLUS_kovariances.dat. figshare. https://doi.org/10.6084/m9.figshare.20788174 | link |
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| szymanska_2017_child_representation | Representation of the Child in the Parent's Mind scale, 8 items (0-10), Polish parents of preschool children (CC BY 4.0) Szymańska A, Dobrenko KA (2017). The ways parents cope with stress in difficult parenting situations: the structural equation modeling approach. PeerJ 5:e3384. | link |
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| szymanska_2017_parent_stress_coping | Parental Stress Scale (coping in difficult parenting situations: distancing, help seeking, pressure, withdrawal), 15 items (0-10), Polish parents of preschool children (CC BY 4.0) Szymańska A, Dobrenko KA (2017). The ways parents cope with stress in difficult parenting situations: the structural equation modeling approach. PeerJ 5:e3384. | link |
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| szymanska_2017_parenting_difficulty | Experienced Parenting Difficulties scale, 8 items (0-10), Polish parents of preschool children (CC BY 4.0) Szymańska A, Dobrenko KA (2017). The ways parents cope with stress in difficult parenting situations: the structural equation modeling approach. PeerJ 5:e3384. | link |
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| t20_hyper competitions · source = "comp" |
Cricket dataset, T20 Indian Premier League 2008-2017 (GPL-3.0) Hankin, R. K. (2017). Partial rank data with the hyper2 package: likelihood functions for generalized Bradley-Terry models. https://digitalcommons.unl.edu/r-journal/672/ | link |
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| tabordabarata_2024_asthma_knowledge | Bronchial Asthma Self-Knowledge Questionnaire (21 items, 1-5 agreement) completed by 149 Portuguese adults with and without asthma. (CC BY 4.0) Dos Santos, Costa, Pereira, Pedro, & Taborda-Barata (2025). Development and validation of an asthma self-knowledge questionnaire. PLOS One, 20(10), e0333760. https://doi.org/10.1371/journal.pone.0333760 | link |
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| tabordabarata_2024_bsi | Brief Symptom Inventory (53 items, Portuguese; 0 never to 4 very often) completed by 149 Portuguese adults with and without asthma. (CC BY 4.0) Dos Santos, Costa, Pereira, Pedro, & Taborda-Barata (2025). Development and validation of an asthma self-knowledge questionnaire. PLOS One, 20(10), e0333760. https://doi.org/10.1371/journal.pone.0333760 | link |
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| tabordabarata_2024_hls_eu_q47 | European Health Literacy Survey (HLS-EU-Q47, Portuguese; 1 very difficult to 4 very easy) completed by 148 Portuguese adults with and without asthma. (CC BY 4.0) Dos Santos, Costa, Pereira, Pedro, & Taborda-Barata (2025). Development and validation of an asthma self-knowledge questionnaire. PLOS One, 20(10), e0333760. https://doi.org/10.1371/journal.pone.0333760 | link |
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| takacs_2026_aces | Adverse Childhood Experiences questionnaire, 10 items, 1 = yes, 2 = no, 244 Hungarian-speaking adults from Romania and Hungary; cov_gender, cov_age, cov_residence, cov_education, cov_status, cov_marital. (CC BY 4.0) Takacs, H., & Marschalko, E. E. (2026). The Role of Adverse Childhood Experiences in Adult Anxiety and Depression: The Roles of Resilience and Mindful Awareness [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32104447.v1 | link |
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| takacs_2026_cdrisc10 | Connor-Davidson Resilience Scale-10, 0-4, 244 Hungarian-speaking adults from Romania and Hungary; cov_gender, cov_age, cov_residence, cov_education, cov_status, cov_marital. (CC BY 4.0) Takacs, H., & Marschalko, E. E. (2026). The Role of Adverse Childhood Experiences in Adult Anxiety and Depression: The Roles of Resilience and Mindful Awareness [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32104447.v1 | link |
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| takacs_2026_gad7 | Generalized Anxiety Disorder-7, 0-3, 244 Hungarian-speaking adults from Romania and Hungary; cov_gender, cov_age, cov_residence, cov_education, cov_status, cov_marital. (CC BY 4.0) Takacs, H., & Marschalko, E. E. (2026). The Role of Adverse Childhood Experiences in Adult Anxiety and Depression: The Roles of Resilience and Mindful Awareness [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32104447.v1 | link |
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| takacs_2026_maas | Mindful Attention Awareness Scale, 15 items, 1-6 (almost always-almost never), 244 Hungarian-speaking adults from Romania and Hungary; cov_gender, cov_age, cov_residence, cov_education, cov_status, cov_marital. (CC BY 4.0) Takacs, H., & Marschalko, E. E. (2026). The Role of Adverse Childhood Experiences in Adult Anxiety and Depression: The Roles of Resilience and Mindful Awareness [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32104447.v1 | link |
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| takacs_2026_phq9 | Patient Health Questionnaire-9, 0-3, 244 Hungarian-speaking adults from Romania and Hungary; cov_gender, cov_age, cov_residence, cov_education, cov_status, cov_marital. (CC BY 4.0) Takacs, H., & Marschalko, E. E. (2026). The Role of Adverse Childhood Experiences in Adult Anxiety and Depression: The Roles of Resilience and Mindful Awareness [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32104447.v1 | link |
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| takamatsu_2018_sacrificial_dilemmas | Utilitarian choice of action in sacrificial moral dilemmas, 0 definitely no to 3 definitely yes. Study 1 (275 MTurk workers): footbridge, raftboat; Study 2 (170 MTurk Masters): footbridge, raftboat, crying baby, vaccine, safari, Sophie's choice. Study 2 file stored 1-4, shifted to the documented 0-3. Covariates: study, age, gender, ethnicity, political orientation (Study 2). (CC BY 4.0) Takamatsu R (2018) Turning off the empathy switch: Lower empathic concern for the victim leads to utilitarian choices of action. PLoS ONE 13(9): e0203826. https://doi.org/10.1371/journal.pone.0203826 | link |
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| takei_2024_public_threats conjoint · source = "conj" |
1,203 US Prolific respondents (February 2023) each assessed 8 pairs of countries in hypothetical territorial disputes, described by threat type (public, private, none), mobilization, domestic hawkishness, leader popularity, military capability, stakes, regime type, US relations, leader traits and past dispute behaviour; outcomes are a 0-100 estimate that each country stands firm and a choice of which is more likely to stand firm. (CC0 1.0) Takei, M. (2024). Audience costs and the credibility of public versus private threats in international crises. International Studies Quarterly, 68(3), sqae091. | link |
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| takei_2026_audience_costs conjoint · source = "conj" |
US online respondents (n = 1,404) each read one scenario about a foreign 'Country A' threatening U.S. bases, with six randomized fragments (regime, threat, military strength, motive, interest, region), and rated threat credibility and situational and general approval at two stages. (CC0 1.0) Takei, M., Moon, C., & Imada, H. (2026). Audience costs in the eyes of an adversary. Research & Politics. | link |
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| talaifar_2025_study1_bfi | Big Five personality (BFI-44) (CC BY-SA 4.0) Talaifar, S., Jordan, D., Gosling, S. D., & Harari, G. M. (2025). Lifestyle polarization on a college campus: Do liberals and conservatives behave differently in everyday life?Journal of Personality and Social Psychology, 129(1), 152–180. | link |
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| talaifar_2025_study1_lifestyle_survey | Everyday-activity frequency (Lifestyle Survey) (CC BY-SA 4.0) Talaifar, S., Jordan, D., Gosling, S. D., & Harari, G. M. (2025). Lifestyle polarization on a college campus: Do liberals and conservatives behave differently in everyday life?Journal of Personality and Social Psychology, 129(1), 152–180. | link |
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| talaifar_2025_study1_tivi | Human values (Ten-Item Values Inventory) (CC BY-SA 4.0) Talaifar, S., Jordan, D., Gosling, S. D., & Harari, G. M. (2025). Lifestyle polarization on a college campus: Do liberals and conservatives behave differently in everyday life?Journal of Personality and Social Psychology, 129(1), 152–180. | link |
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| talaifar_2025_study2_plp | Perceived lifestyle polarization (liberal vs. conservative behavior ratings) (CC BY-SA 4.0) Talaifar, S., Jordan, D., Gosling, S. D., & Harari, G. M. (2025). Lifestyle polarization on a college campus: Do liberals and conservatives behave differently in everyday life?Journal of Personality and Social Psychology, 129(1), 152–180. | link |
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| talaifar_2025_study2_thermometer | Affective polarization (feeling thermometer toward liberals and conservatives) (CC BY-SA 4.0) Talaifar, S., Jordan, D., Gosling, S. D., & Harari, G. M. (2025). Lifestyle polarization on a college campus: Do liberals and conservatives behave differently in everyday life?Journal of Personality and Social Psychology, 129(1), 152–180. | link |
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| talarowska_dublicka_2026_banps | Brief Affective Neuroscience Personality Scales, 33 items 1-5, as answered (the deposit's reversed copies not used). 323 Polish adults recruited online, 2023-24. Covariate: age. (CC BY 4.0) Talarowska-Dublicka M, Gapinska A, Finogenow M (2026) Relationships between primal emotional systems and the sense of loneliness: The mediating role of early maladaptive schemas. PLoS ONE 21(9): e0358449. https://doi.org/10.1371/journal.pone.0358449 | link |
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| talarowska_dublicka_2026_ucla | Revised UCLA Loneliness Scale, 20 items 1-4, as answered (the deposit's reversed copies not used). 323 Polish adults recruited online, 2023-24. Covariate: age. (CC BY 4.0) Talarowska-Dublicka M, Gapinska A, Finogenow M (2026) Relationships between primal emotional systems and the sense of loneliness: The mediating role of early maladaptive schemas. PLoS ONE 21(9): e0358449. https://doi.org/10.1371/journal.pone.0358449 | link |
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| talarowska_dublicka_2026_ysq_s3 | Young Schema Questionnaire short form (YSQ-S3-PL), 90 items, 1-6. 323 Polish adults recruited online, 2023-24. Covariate: age. (CC BY 4.0) Talarowska-Dublicka M, Gapinska A, Finogenow M (2026) Relationships between primal emotional systems and the sense of loneliness: The mediating role of early maladaptive schemas. PLoS ONE 21(9): e0358449. https://doi.org/10.1371/journal.pone.0358449 | link |
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| talayero_2023_flood_management_adequacy | Perceived adequacy of flood protection measures in the city and the neighbourhood (2 items, 1-5 agreement) for 406 residents of Zamora, Spain. (CC BY 4.0) Amérigo, M., Talayero, F., García, J. A., Pérez-López, R., Poggio, L., Bodoque, J. M., & Díez-Herrero, A. (2024). Designing an instrument to measure attitudes toward flood risk management in riverside populations. International Journal of Disaster Risk Reduction, 106, 104448. https://doi.org/10.1016/j.ijdrr.2024.104448 | link |
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| talayero_2023_flood_mitigation_attitudes | Attitudes toward traditional and integrated flood mitigation measures (15 items, 1-5 agreement) for 406 residents of Zamora, Spain. (CC BY 4.0) Amérigo, M., Talayero, F., García, J. A., Pérez-López, R., Poggio, L., Bodoque, J. M., & Díez-Herrero, A. (2024). Designing an instrument to measure attitudes toward flood risk management in riverside populations. International Journal of Disaster Risk Reduction, 106, 104448. https://doi.org/10.1016/j.ijdrr.2024.104448 | link |
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| talayero_2023_flood_risk_perception | Perceived probability of flooding in the city, neighbourhood and home over the next 5 years and a lifetime (6 items, 1-5) for 406 residents of Zamora, Spain. (CC BY 4.0) Amérigo, M., Talayero, F., García, J. A., Pérez-López, R., Poggio, L., Bodoque, J. M., & Díez-Herrero, A. (2024). Designing an instrument to measure attitudes toward flood risk management in riverside populations. International Journal of Disaster Risk Reduction, 106, 104448. https://doi.org/10.1016/j.ijdrr.2024.104448 | link |
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| talek_hyenas_females_1988_2015 competitions · source = "comp" |
Spotted hyena adult-female dominance interactions, Talek clan, Masai Mara (Mara Hyena Project), 1988-2015. One row per interaction; year only. (CC0 1.0) Strauss, E. D., & Holekamp, K. E. (2019). Inferring longitudinal hierarchies: framework and methods for studying the dynamics of dominance. Journal of Animal Ecology, 88(4), 521-536. | link |
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| talek_hyenas_males_1988_2014 competitions · source = "comp" |
Spotted hyena adult-male dominance interactions, Talek clan, Masai Mara (Mara Hyena Project), 1988-2014. One row per interaction; year only. (CC0 1.0) Strauss, E. D., & Holekamp, K. E. (2019). Inferring longitudinal hierarchies: framework and methods for studying the dynamics of dominance. Journal of Animal Ecology, 88(4), 521-536. | link |
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| talukder_2024_dmss_conditional_value | Conditional value (digital municipal service system, DMSS), 3 items, 1-7 agreement. 353 citizens of Bangladesh. Covariates: gender, age band, education. (CC BY 4.0) Talukder MS, Islam QT, Karim Z, et al. (2024). Facilitators and inhibitors of attitude and word-of-mouth intention toward adoption of digital municipal service systems: A stimulus-organism-response approach. PLOS ONE 19(12): e0315009. | link |
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| talukder_2024_dmss_convenience_value | Convenience value (digital municipal service system, DMSS), 3 items, 1-7 agreement. 353 citizens of Bangladesh. Covariates: gender, age band, education. (CC BY 4.0) Talukder MS, Islam QT, Karim Z, et al. (2024). Facilitators and inhibitors of attitude and word-of-mouth intention toward adoption of digital municipal service systems: A stimulus-organism-response approach. PLOS ONE 19(12): e0315009. | link |
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| talukder_2024_dmss_epistemic_value | Epistemic value (digital municipal service system, DMSS), 3 items, 1-7 agreement. 353 citizens of Bangladesh. Covariates: gender, age band, education. (CC BY 4.0) Talukder MS, Islam QT, Karim Z, et al. (2024). Facilitators and inhibitors of attitude and word-of-mouth intention toward adoption of digital municipal service systems: A stimulus-organism-response approach. PLOS ONE 19(12): e0315009. | link |
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| talukder_2024_dmss_inclusion_value | Inclusion value (digital municipal service system, DMSS), 3 items, 1-7 agreement. 353 citizens of Bangladesh. Covariates: gender, age band, education. (CC BY 4.0) Talukder MS, Islam QT, Karim Z, et al. (2024). Facilitators and inhibitors of attitude and word-of-mouth intention toward adoption of digital municipal service systems: A stimulus-organism-response approach. PLOS ONE 19(12): e0315009. | link |
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| talukder_2024_dmss_quality_value | Quality value of digital municipal services (digital municipal service system, DMSS), 4 items, 1-7 agreement. 353 citizens of Bangladesh. Covariates: gender, age band, education. (CC BY 4.0) Talukder MS, Islam QT, Karim Z, et al. (2024). Facilitators and inhibitors of attitude and word-of-mouth intention toward adoption of digital municipal service systems: A stimulus-organism-response approach. PLOS ONE 19(12): e0315009. | link |
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| talukder_2024_dmss_risk_barrier | Risk barrier (digital municipal service system, DMSS), 3 items, 1-7 agreement. 353 citizens of Bangladesh. Covariates: gender, age band, education. (CC BY 4.0) Talukder MS, Islam QT, Karim Z, et al. (2024). Facilitators and inhibitors of attitude and word-of-mouth intention toward adoption of digital municipal service systems: A stimulus-organism-response approach. PLOS ONE 19(12): e0315009. | link |
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| talukder_2024_dmss_social_value | Social value (digital municipal service system, DMSS), 3 items, 1-7 agreement. 353 citizens of Bangladesh. Covariates: gender, age band, education. (CC BY 4.0) Talukder MS, Islam QT, Karim Z, et al. (2024). Facilitators and inhibitors of attitude and word-of-mouth intention toward adoption of digital municipal service systems: A stimulus-organism-response approach. PLOS ONE 19(12): e0315009. | link |
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| talukder_2024_dmss_tradition_barrier | Tradition barrier (digital municipal service system, DMSS), 4 items, 1-7 agreement. 353 citizens of Bangladesh. Covariates: gender, age band, education. (CC BY 4.0) Talukder MS, Islam QT, Karim Z, et al. (2024). Facilitators and inhibitors of attitude and word-of-mouth intention toward adoption of digital municipal service systems: A stimulus-organism-response approach. PLOS ONE 19(12): e0315009. | link |
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| talukder_2024_dmss_usage_barrier | Usage barrier (digital municipal service system, DMSS), 4 items, 1-7 agreement. 353 citizens of Bangladesh. Covariates: gender, age band, education. (CC BY 4.0) Talukder MS, Islam QT, Karim Z, et al. (2024). Facilitators and inhibitors of attitude and word-of-mouth intention toward adoption of digital municipal service systems: A stimulus-organism-response approach. PLOS ONE 19(12): e0315009. | link |
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| talukder_2024_dmss_word_of_mouth | Word-of-mouth intention (digital municipal service system, DMSS), 3 items, 1-7 agreement. 353 citizens of Bangladesh. Covariates: gender, age band, education. (CC BY 4.0) Talukder MS, Islam QT, Karim Z, et al. (2024). Facilitators and inhibitors of attitude and word-of-mouth intention toward adoption of digital municipal service systems: A stimulus-organism-response approach. PLOS ONE 19(12): e0315009. | link |
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| tammilehto_2022_ecr_r | Experiences in Close Relationships-Revised, 36 items (18 attachment anxiety ANX_*, 18 avoidance AVO_*), 1 (strongly disagree) to 7 (strongly agree). 122 Finnish adults (108 women; 65 university, 49 open-university students), Tampere, 2017; trait questionnaire two weeks before the EMA, one occasion. cov_sex, cov_age, cov_student. (CC BY 4.0) Tammilehto, J., Bosmans, G., Kuppens, P., Flykt, M., Peltonen, K., Kerns, K. A., & Lindblom, J. (2022). Dynamics of attachment and emotion regulation in daily life: uni- and bidirectional associations. Cognition and Emotion, 36(6), 1109-1131. | link |
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| tammilehto_2022_emotion_regulation | Emotion regulation since the previous beep as an EMA: reappraisal, rumination, suppression, one item each, 1 (not at all) to 5 (very much). 4,627 answered beeps. 122 Finnish adults (108 women; 65 university, 49 open-university students), Tampere, 2017; EMA seven times a day for a week. wave is DTIME, the 1-h-43-min block the beep was sent in (1-92, a fixed grid including nights), shared by tammilehto_2022_state_attachment and tammilehto_2022_emotion_regulation; no calendar date or clock time in the deposit. cov_sex, cov_age, cov_student. (CC BY 4.0) Tammilehto, J., Bosmans, G., Kuppens, P., Flykt, M., Peltonen, K., Kerns, K. A., & Lindblom, J. (2022). Dynamics of attachment and emotion regulation in daily life: uni- and bidirectional associations. Cognition and Emotion, 36(6), 1109-1131. | link |
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| tammilehto_2022_ipip_neuroticism | IPIP-NEO neuroticism, 9 of the 10 items (one dropped by a technical error), 1 (describes me poorly) to 5 (describes me very well). 122 Finnish adults (108 women; 65 university, 49 open-university students), Tampere, 2017; trait questionnaire two weeks before the EMA, one occasion. cov_sex, cov_age, cov_student. (CC BY 4.0) Tammilehto, J., Bosmans, G., Kuppens, P., Flykt, M., Peltonen, K., Kerns, K. A., & Lindblom, J. (2022). Dynamics of attachment and emotion regulation in daily life: uni- and bidirectional associations. Cognition and Emotion, 36(6), 1109-1131. | link |
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| tammilehto_2022_state_attachment | State attachment as an EMA, 6 items from the State Adult Attachment Measure (security, anxiety, avoidance; two each), 1 (strongly disagree) to 7 (strongly agree). 4,629 answered beeps. 122 Finnish adults (108 women; 65 university, 49 open-university students), Tampere, 2017; EMA seven times a day for a week. wave is DTIME, the 1-h-43-min block the beep was sent in (1-92, a fixed grid including nights), shared by tammilehto_2022_state_attachment and tammilehto_2022_emotion_regulation; no calendar date or clock time in the deposit. cov_sex, cov_age, cov_student. (CC BY 4.0) Tammilehto, J., Bosmans, G., Kuppens, P., Flykt, M., Peltonen, K., Kerns, K. A., & Lindblom, J. (2022). Dynamics of attachment and emotion regulation in daily life: uni- and bidirectional associations. Cognition and Emotion, 36(6), 1109-1131. | link |
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| tan_2026_stem_technology_integration | Science teachers' beliefs, attitudes and practices on technology integration in STEM (80 teachers, 15 items, 5-point Likert) (CC BY 4.0) NA | link |
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| tanck_2021_bcq | Body Checking Questionnaire (BCQ, 23 items) before/after full-body mirror exposure, N=73. (CC BY 4.0) Tanck JA, Hartmann AS, Svaldi J, Vocks S (2021). Effects of full-body mirror exposure on eating pathology, body image and emotional states: Comparison between positive and negative verbalization. PLOS ONE 16(9):e0257303. | link |
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| tanck_2021_edeq | Eating Disorder Examination Questionnaire (EDE-Q, 28 items) before/after full-body mirror exposure, N=73 (positive vs. negative verbalization comparison). (CC BY 4.0) Tanck JA, Hartmann AS, Svaldi J, Vocks S (2021). Effects of full-body mirror exposure on eating pathology, body image and emotional states: Comparison between positive and negative verbalization. PLOS ONE 16(9):e0257303. | link |
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| tang_2024_academic_satisfaction | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 6-item academic satisfaction scale, 1-5 agreement. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_caregiver_child_attachment | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 17-item caregiver-child attachment scale (trust/communication and alienation), 1-5 agreement. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_caregiver_child_communication | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 5-item caregiver-child communication-frequency scale, 1-5 frequency. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_caregiver_child_conflict | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 5-item caregiver-child conflict scale, 1-5 frequency. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_caregiver_child_regulation | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 9-item caregiver-child regulation / house-rules scale, 1-5 frequency. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_entrepreneurial_intention | Entrepreneurial intention and antecedents in vocational college students; N=271, 28 items across 5 constructs (transformational leadership, education/training, entrepreneurial attitude, intention, perceived creativity), 1-5 Likert (CC BY 4.0) Tang, S.; Cui, T. (2024). Will transformational leadership still affect the entrepreneurial intentions of higher vocational college students after COVID-19? Moderating role of perceived creativity and economic confidence. International Journal for Educational and Vocational Guidance 26(1): 335-356. DOI: 10.1007/s10775-024-09704-4 | link |
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| tang_2024_environmental_support | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 3-item environmental-support scale (teachers, family, friends), 1-5 agreement. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_goal_progress | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 4-item academic goal-progress scale, 1-5 progress. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_outcome_expectations | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 5-item academic outcome-expectations scale, 1-5 agreement. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_panas_negative | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; Negative-affect subscale of the Chinese PANAS, 7 items, 1-5 frequency. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_panas_positive | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; Positive-affect subscale of the Chinese PANAS, 5 items, 1-5 frequency. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_self_construal | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 12-item independent/interdependent self-construal battery, 1-5 agreement. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_self_efficacy | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 5-item learning-milestone academic self-efficacy scale, 1-5 confidence. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tang_2024_swls | 1,682 Chinese vocational-school students (aged 15-21) from migrant, left-behind and non-migrant families; 5-item Satisfaction With Life Scale (Diener), 1-5 agreement. (CC BY 4.0) Tang, L., Xiang, X., & Liu, Y. (2024). Family migration and well-being of Chinese migrant workers' children. Scientific Reports, 14, 12862. | link |
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| tangarife_2026_ai_benefits | Perceived benefits of generative AI for research, 3 items, 1-5 (strongly disagree-strongly agree), 167 researcher-teachers at three Colombian universities (Valle del Cauca), 2026; cov_institution, cov_age_band, cov_gender, cov_education, cov_field, cov_appointment. (CC BY 4.0) Tangarife, V., Osorio-Andrade, C., & Lopez Herrera, P. A. (2026). Determinantes de la adopcion de inteligencia artificial generativa en la investigacion academica: Un modelo de ecuaciones estructurales desde universidades colombianas [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33106967.v2 | link |
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| tangarife_2026_ai_reservations | Reservations about generative-AI output quality and ethics, 4 items, 1-5 (strongly disagree-strongly agree), 167 researcher-teachers at three Colombian universities (Valle del Cauca), 2026; cov_institution, cov_age_band, cov_gender, cov_education, cov_field, cov_appointment. (CC BY 4.0) Tangarife, V., Osorio-Andrade, C., & Lopez Herrera, P. A. (2026). Determinantes de la adopcion de inteligencia artificial generativa en la investigacion academica: Un modelo de ecuaciones estructurales desde universidades colombianas [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33106967.v2 | link |
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| tangarife_2026_ai_use | Current use of AI in research tasks, 6 items, 1-5 (strongly disagree-strongly agree), 167 researcher-teachers at three Colombian universities (Valle del Cauca), 2026; cov_institution, cov_age_band, cov_gender, cov_education, cov_field, cov_appointment. (CC BY 4.0) Tangarife, V., Osorio-Andrade, C., & Lopez Herrera, P. A. (2026). Determinantes de la adopcion de inteligencia artificial generativa en la investigacion academica: Un modelo de ecuaciones estructurales desde universidades colombianas [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33106967.v2 | link |
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| tangarife_2026_ease_of_use | Perceived ease of use of generative AI, 3 items, 1-5 (strongly disagree-strongly agree), 167 researcher-teachers at three Colombian universities (Valle del Cauca), 2026; cov_institution, cov_age_band, cov_gender, cov_education, cov_field, cov_appointment. (CC BY 4.0) Tangarife, V., Osorio-Andrade, C., & Lopez Herrera, P. A. (2026). Determinantes de la adopcion de inteligencia artificial generativa en la investigacion academica: Un modelo de ecuaciones estructurales desde universidades colombianas [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33106967.v2 | link |
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| tangarife_2026_research_barriers | Individual research-resource barriers, 4 items, 1-5 (strongly disagree-strongly agree), 167 researcher-teachers at three Colombian universities (Valle del Cauca), 2026; cov_institution, cov_age_band, cov_gender, cov_education, cov_field, cov_appointment. (CC BY 4.0) Tangarife, V., Osorio-Andrade, C., & Lopez Herrera, P. A. (2026). Determinantes de la adopcion de inteligencia artificial generativa en la investigacion academica: Un modelo de ecuaciones estructurales desde universidades colombianas [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33106967.v2 | link |
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| tangarife_2026_social_influence | Social influence toward using AI in research, 7 items, 1-5 (strongly disagree-strongly agree), 167 researcher-teachers at three Colombian universities (Valle del Cauca), 2026; cov_institution, cov_age_band, cov_gender, cov_education, cov_field, cov_appointment. (CC BY 4.0) Tangarife, V., Osorio-Andrade, C., & Lopez Herrera, P. A. (2026). Determinantes de la adopcion de inteligencia artificial generativa en la investigacion academica: Un modelo de ecuaciones estructurales desde universidades colombianas [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33106967.v2 | link |
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| tangarife_2026_use_intention | Intention to use generative AI in research and research teaching, 5 items, 1-5 (strongly disagree-strongly agree), 167 researcher-teachers at three Colombian universities (Valle del Cauca), 2026; cov_institution, cov_age_band, cov_gender, cov_education, cov_field, cov_appointment. (CC BY 4.0) Tangarife, V., Osorio-Andrade, C., & Lopez Herrera, P. A. (2026). Determinantes de la adopcion de inteligencia artificial generativa en la investigacion academica: Un modelo de ecuaciones estructurales desde universidades colombianas [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33106967.v2 | link |
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| tantia_2024_ats_course | Attitudes Toward Statistics (ATS, Wise 1985), Attitude toward Course subscale, 9 items on 1-5, from 474 Indian postgraduate students. (CC BY 4.0) Tantia, V., Kareem, J., & Balakrishnan, V. B. (2024). Dataset of attitude towards statistics. Mendeley Data. | link |
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| tantia_2024_ats_field | Attitudes Toward Statistics (ATS, Wise 1985), Attitude toward Field subscale, 19 items on 1-5, from 474 Indian postgraduate students. (CC BY 4.0) Tantia, V., Kareem, J., & Balakrishnan, V. B. (2024). Dataset of attitude towards statistics. Mendeley Data. | link |
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| tao_2026_mpai | Smartphone addiction scale (Leung 2008, 17 items, 1-5; Chinese version) completed by 9,485 Chinese college students (CC BY 4.0) Tao, B. L., Chen, H., Jiang, Y., Chen, H., Lu, T., & Yan, J. (2026). The relationship between physical activity and smartphone addiction in Chinese college students - a latent profile analysis. PeerJ, 14, e20724. | link |
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| tasaygar_2025_bai | 21-item Beck Anxiety Inventory (BAI), raw items (0-3), from a cross-sectional study of seborrheic dermatitis patients (CC BY 4.0) Taş Aygar G, et al. (2025) The psychosocial dimensions of seborrheic dermatitis: A cross-sectional study on anxiety, personality, and quality of life. PLoS ONE. | link |
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| tasaygar_2025_sdasi | 4 raw clinician-scored components of the Seborrheic Dermatitis Area and Severity Index (erythema, scaling, infiltration, extent), from the same seborrheic dermatitis study (CC BY 4.0) Taş Aygar G, et al. (2025) The psychosocial dimensions of seborrheic dermatitis: A cross-sectional study on anxiety, personality, and quality of life. PLoS ONE. | link |
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| tasic_2020_bf2 | Big Five Plus Two (BF+2) personality inventory, shortened 70-item version (neuroticism, extraversion, openness, conscientiousness, aggressiveness, positive and negative valence), 1 strongly disagree .. 5 strongly agree, as deposited; one out-of-range cell dropped. 302 female nursery teachers (health care professionals) in Belgrade's preschool institutions, stratified cluster sample; cluster_id = preschool institution (17). Covariates: age, years of service, qualification, executive position, self-rated socio-economic status. (CC BY 4.0) Tasic R, Rajovic N, Pavlovic V, Djikanovic B, Masic S, Velickovic I, et al. (2020). Nursery teachers in preschool institutions facing burnout: Are personality traits attributing to its development? PLOS ONE 15(11): e0242562. | link |
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| tasic_2020_mbigs | Maslach Burnout Inventory - General Survey (MBI-GS), Serbian adaptation, 16 items (exhaustion, cynicism, professional efficacy), 0 never .. 6 everyday, as deposited. 302 female nursery teachers (health care professionals) in Belgrade's preschool institutions, stratified cluster sample; cluster_id = preschool institution (17). Covariates: age, years of service, qualification, executive position, self-rated socio-economic status. (CC BY 4.0) Tasic R, Rajovic N, Pavlovic V, Djikanovic B, Masic S, Velickovic I, et al. (2020). Nursery teachers in preschool institutions facing burnout: Are personality traits attributing to its development? PLOS ONE 15(11): e0242562. | link |
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| tatala_2023_religious_experience | Religious Experience Scale, 17 items rated 1-5. Responses from 200 Polish migrants living in the UK. (CC BY 4.0) Tatala, M.; Wojtasiński, M.; Janowski, K. (2023). Loneliness and time abroad in Polish migrants in the UK: Protective role of religious experience. PLOS ONE, 18(2), e0279984. https://doi.org/10.1371/journal.pone.0279984 | link |
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| tatala_2023_ucla_loneliness | Revised UCLA Loneliness Scale (R-UCLA), 20 items rated 1-4. Responses from 200 Polish migrants living in the UK. (CC BY 4.0) Tatala, M.; Wojtasiński, M.; Janowski, K. (2023). Loneliness and time abroad in Polish migrants in the UK: Protective role of religious experience. PLOS ONE, 18(2), e0279984. https://doi.org/10.1371/journal.pone.0279984 | link |
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| tavares_da_silva_2024_fcv19s | Fear of COVID-19 Scale (Brazilian Portuguese), 7 items, 1-5. 461 Brazilian adults surveyed online. Covariate: age. (CC BY 4.0) Tavares da Silva W, Castelo PM, Pereira LJ, et al. (2024) Score of fear of COVID-19 and physical activity level are related to the habitual consumption of dietary supplements. PLoS ONE 19(9): e0307870. https://doi.org/10.1371/journal.pone.0307870 | link |
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| tavares_da_silva_2024_lifestyle | Changes in Lifestyle-Related Behavior during the COVID-19 pandemic (Brazilian adaptation), 20 items, 1-5, raw answers. 461 Brazilian adults surveyed online. Covariate: age. (CC BY 4.0) Tavares da Silva W, Castelo PM, Pereira LJ, et al. (2024) Score of fear of COVID-19 and physical activity level are related to the habitual consumption of dietary supplements. PLoS ONE 19(9): e0307870. https://doi.org/10.1371/journal.pone.0307870 | link |
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| tavarez_2024_water_puerto_rico conjoint · source = "conj" |
Discrete choice experiment: 682 residents of Puerto Rico chose among three water-service packages (days, quality, notification, restriction, monthly cost) or none in up to 7 tasks. Level text is not in the deposit (codes only). (CC BY 4.0) Tavarez, H., & Elbakidze, L. (2024). Willingness to pay for ancillary water service improvements in Puerto Rico. Water Economics and Policy, 10(1), 2350010. | link |
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| tavolacci_2017_audit | Alcohol Use Disorders Identification Test (AUDIT), 10 items, 0-4, 1,133 university students in Rouen and Paris Nanterre, France; cov_city, cov_age, cov_gender, cov_marital_status, cov_curriculum, cov_study_years, cov_job, cov_grant_holder, cov_accommodation, cov_financial_difficulties, cov_smoking, cov_cannabis_ever, cov_cannabis_12m, cov_cannabis_user, cov_binge_drinking, cov_sport. (CC BY 4.0) Tavolacci, M. P. (2017). Database Burnout Rouen and Paris Nanterre (France) n=1134 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1015002 | link |
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| tavolacci_2017_mbi_ee | Maslach Burnout Inventory emotional-exhaustion subscale, 9 items, 0-6 (frequency), 1,133 university students in Rouen and Paris Nanterre, France; cov_city, cov_age, cov_gender, cov_marital_status, cov_curriculum, cov_study_years, cov_job, cov_grant_holder, cov_accommodation, cov_financial_difficulties, cov_smoking, cov_cannabis_ever, cov_cannabis_12m, cov_cannabis_user, cov_binge_drinking, cov_sport. (CC BY 4.0) Tavolacci, M. P. (2017). Database Burnout Rouen and Paris Nanterre (France) n=1134 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1015002 | link |
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| tavolacci_2017_pss10 | Perceived Stress Scale (PSS-10), 10 items, 0-4, 1,133 university students in Rouen and Paris Nanterre, France; cov_city, cov_age, cov_gender, cov_marital_status, cov_curriculum, cov_study_years, cov_job, cov_grant_holder, cov_accommodation, cov_financial_difficulties, cov_smoking, cov_cannabis_ever, cov_cannabis_12m, cov_cannabis_user, cov_binge_drinking, cov_sport. (CC BY 4.0) Tavolacci, M. P. (2017). Database Burnout Rouen and Paris Nanterre (France) n=1134 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1015002 | link |
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| tavolacci_2017_scoff | SCOFF eating-disorder screen, 5 yes/no items (0 no, 1 yes), 1,133 university students in Rouen and Paris Nanterre, France; cov_city, cov_age, cov_gender, cov_marital_status, cov_curriculum, cov_study_years, cov_job, cov_grant_holder, cov_accommodation, cov_financial_difficulties, cov_smoking, cov_cannabis_ever, cov_cannabis_12m, cov_cannabis_user, cov_binge_drinking, cov_sport. (CC BY 4.0) Tavolacci, M. P. (2017). Database Burnout Rouen and Paris Nanterre (France) n=1134 [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1015002 | link |
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| taylorabdulai_2025_conspiracy | COVID-19 vaccine conspiracy-belief items, 4 items (Yes/No; Not-sure dropped as non-response), urban Ghana population (CC BY 4.0) Taylor-Abdulai HB, Dzantor EK, Mensah NK, Asumah MN, Ocansey S, Arhin SK, et al. (2025) Coronavirus disease 2019 (COVID-19) vaccine acceptability in Ghana: An urban-based population study. PLoS ONE. | link |
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| taylorabdulai_2025_incentives | Factors that would increase COVID-19 vaccine acceptance, 7 Yes/No items, urban Ghana population (CC BY 4.0) Taylor-Abdulai HB, Dzantor EK, Mensah NK, Asumah MN, Ocansey S, Arhin SK, et al. (2025) Coronavirus disease 2019 (COVID-19) vaccine acceptability in Ghana: An urban-based population study. PLoS ONE. | link |
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| taylorabdulai_2025_info_source | COVID-19 information-source checklist, 12 Yes/No items, urban Ghana population (CC BY 4.0) Taylor-Abdulai HB, Dzantor EK, Mensah NK, Asumah MN, Ocansey S, Arhin SK, et al. (2025) Coronavirus disease 2019 (COVID-19) vaccine acceptability in Ghana: An urban-based population study. PLoS ONE. | link |
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| taylorabdulai_2025_stop_behavior | Preventive behaviours stopped once vaccinated/informed, 6 Yes/No items, urban Ghana population (CC BY 4.0) Taylor-Abdulai HB, Dzantor EK, Mensah NK, Asumah MN, Ocansey S, Arhin SK, et al. (2025) Coronavirus disease 2019 (COVID-19) vaccine acceptability in Ghana: An urban-based population study. PLoS ONE. | link |
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| tcec_engines_2010_2026 competitions · source = "comp" |
Top Chess Engine Championship (TCEC) engine-vs-engine games, all competition stages of standard chess, Seasons 00-29 (2010-2026); one row per game, White vs Black. (CC BY-SA 3.0) Top Chess Engine Championship (TCEC). TCEC games archive (tcecgames), release S29-final, 2026. https://github.com/TCEC-Chess/tcecgames | link |
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| tdri | Measure of inductive reasoning (CC BY 4.0) Golino, H. F., & Gomes, C. M. (2015). Investigando estágios de desenvolvimento do raciocínio indutivo usando a análise fatorial confimatória, o Modelo Logístico Simples de Rasch e o modelo de teste logístico linear (Rasch Estendido). In H. F. Golino, C. M. Gomes, A. Amantes, & G. Coelho, Psicometria Contemporânea: Compreendendo os Modelos Rasch (pp. 283-331). São Paulo: Casa do Psicólogo/Pearson. | link |
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| teacherjudgements_lohmann_2026_conscientiousness | Conscientiousness of preservice English teachers (BFI-K short scale) (CC BY 4.0) Lohmann, J. F., Lötscher, F., Junge, F., Keller, S., Jansen, T., Fleckenstein, J., & Möller, J. (2026). Testing teacher judgments comprehensively: Accuracy, halo, frame of reference, strategy, and personality effects in holistic and analytic assessments of student essays.Journal of Educational Psychology, 118(6), 941–960. | link |
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| teacherjudgements_lohmann_2026_essayratings | Preservice English teachers' holistic and analytic quality ratings of L2 learner essays, with expert benchmarks (CC BY 4.0) Lohmann, J. F., Lötscher, F., Junge, F., Keller, S., Jansen, T., Fleckenstein, J., & Möller, J. (2026). Testing teacher judgments comprehensively: Accuracy, halo, frame of reference, strategy, and personality effects in holistic and analytic assessments of student essays.Journal of Educational Psychology, 118(6), 941–960. | link |
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| teacherjudgements_lohmann_2026_motivation | Preservice English teachers' motivation to assess student essays (CC BY 4.0) Lohmann, J. F., Lötscher, F., Junge, F., Keller, S., Jansen, T., Fleckenstein, J., & Möller, J. (2026). Testing teacher judgments comprehensively: Accuracy, halo, frame of reference, strategy, and personality effects in holistic and analytic assessments of student essays.Journal of Educational Psychology, 118(6), 941–960. | link |
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| teacherjudgements_lohmann_2026_selfconcept | Preservice English teachers' essay-assessment self-concept, before and after rating (CC BY 4.0) Lohmann, J. F., Lötscher, F., Junge, F., Keller, S., Jansen, T., Fleckenstein, J., & Möller, J. (2026). Testing teacher judgments comprehensively: Accuracy, halo, frame of reference, strategy, and personality effects in holistic and analytic assessments of student essays.Journal of Educational Psychology, 118(6), 941–960. | link |
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| tears | Video ratings of emotional experience due to a video (CC BY 4.0) Küster, D., Baker, M., & Krumhuber, E. G. (2022). PDSTD-The Portsmouth Dynamic Spontaneous Tears Database. Behavior Research Methods, 54(6), 2678-2692. | link |
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| teicher_2015_mace_distress_helpless | Helplessness-during-event ratings paired to 35 maltreatment/witnessing items (binary), N=924 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_distress_terrified | Fear/terror-during-event ratings paired to 35 maltreatment/witnessing items (binary), N=924 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_emot_neglect | Raw emotional neglect checklist items (5 items, binary), N=1051 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_nonverbal | Raw parental non-verbal abuse checklist items (5 items, binary), N=1051 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_peer_physical | Raw peer physical bullying checklist items (5 items, binary), N=1050 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_peer_verbal | Raw peer verbal abuse/ostracism checklist items (5 items, binary), N=1050 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_phys_neglect | Raw physical neglect checklist items (5 items, binary), N=1051 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_physical | Raw parental physical maltreatment checklist items (6 items, binary), N=1051 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_sexual | Raw sexual abuse checklist items, familial/non-familial/peer (12 items, binary), N=1051 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_verbal | Raw parental verbal abuse checklist items (4 items, binary), N=1050 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_witness_parent | Raw witnessing-interparental-violence checklist items (8 items, binary), N=1051 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| teicher_2015_mace_witness_sib | Raw witnessing-abuse-toward-sibling checklist items (8 items, binary), N=839 (CC BY 4.0) Teicher MH, Parigger A (2015). The 'Maltreatment and Abuse Chronology of Exposure' (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development. PLOS ONE. https://doi.org/10.1371/journal.pone.0117423 | link |
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| tellez_2021_peace_packages conjoint · source = "conj" |
997 Colombian respondents (survey, December 2016) chose between two hypothetical peace-agreement packages in each of 5 tasks, varying FARC land transfers, electoral participation, reintegration payments, justice for human-rights violators, victim reparation and drug policy. Outcome: preferred package (forced choice). (CC0 1.0) Tellez, J. F. (2021). Peace without impunity: Worldview in the settlement of civil wars. The Journal of Politics, 83(4). | link |
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| temesgen_2025_elephant_conserv_attitude | 7-item attitude scale (5-point Likert) toward African elephant conservation, same n=395 household sample as temesgen_2025_elephant_park_attitude (CC BY 4.0) Temesgen F, Warkineh B (2025). Human-elephant conflicts and attitude of the local communities toward African elephant (Loxodonta africana) conservation in Kafta Sheraro National Park, Tigray region, Ethiopia. PeerJ. | link |
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| temesgen_2025_elephant_park_attitude | 7-item attitude scale (5-point Likert) toward Kafta Sheraro National Park conservation, household survey n=395, Tigray, Ethiopia (CC BY 4.0) Temesgen F, Warkineh B (2025). Human-elephant conflicts and attitude of the local communities toward African elephant (Loxodonta africana) conservation in Kafta Sheraro National Park, Tigray region, Ethiopia. PeerJ. | link |
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| tenseness_pcmrs | Tenseness from the Freiburg Complaint Checklist (GPL-3.0) ZPID (2013). PsychData of the Leibniz Institute for Psychology Information ZPID. Trier: Center for Research Data in Psychology. | link |
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| teo_2021_burnout | Maslach Burnout Inventory-Human Services Survey for Medical Personnel, 22 items scored 0 (never) to 6 (every day), allied health professionals at a Singapore tertiary hospital, surveyed 2019. 7,238 responses from 329 respondents on 22 items. (CC BY 4.0) Teo, Y. H.; Xu, J. T. K.; Ho, C.; Leong, J. M.; Tan, B. K. J.; Tan, E. K. H.; Goh, W.; Neo, E.; Chua, J. Y. J.; Ng, S. J. Y.; Cheong, J. J. Y.; Hwang, J. Y.; Lim, S. M.; Soo, T.; Sng, J. G. K.; Yi, S. (2021). Factors associated with self-reported burnout level in allied healthcare professionals in a tertiary hospital in Singapore. PLOS ONE, 16(1), e0244338. https://doi.org/10.1371/journal.pone.0244338 | link |
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| teo_2021_worklife | Areas of Worklife Survey, 28 items scored 1 (strongly disagree) to 5 (strongly agree) across workload, control, reward, community, fairness and values, allied health professionals at a Singapore tertiary hospital, surveyed 2019. 9,212 responses from 329 respondents on 28 items. (CC BY 4.0) Teo, Y. H.; Xu, J. T. K.; Ho, C.; Leong, J. M.; Tan, B. K. J.; Tan, E. K. H.; Goh, W.; Neo, E.; Chua, J. Y. J.; Ng, S. J. Y.; Cheong, J. J. Y.; Hwang, J. Y.; Lim, S. M.; Soo, T.; Sng, J. G. K.; Yi, S. (2021). Factors associated with self-reported burnout level in allied healthcare professionals in a tertiary hospital in Singapore. PLOS ONE, 16(1), e0244338. https://doi.org/10.1371/journal.pone.0244338 | link |
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| teodorini_2020_modafinil_attitudes | 8-item attitudes-toward-modafinil-for-cognitive-enhancement scale (1-5 agreement) from an online survey of off-prescription modafinil users (CC BY 4.0) Teodorini RD, Rycroft N, Smith-Spark JH (2020) The off-prescription use of modafinil: An online survey of perceived risks and benefits. PLoS ONE 15(3): e0227818. | link |
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| teq_novak_2021_bfin | Big Five Inventory-Neuroticism Subscale (BFI-N) (CC BY 4.0) Novak, L., Malinakova, K., Mikoska, P., van Dijk, J. P., Dechterenko, F., Ptacek, R., & Tavel, P. (2021). Psychometric analysis of the Czech version of the Toronto Empathy Questionnaire. International journal of environmental research and public health, 18(10), 5343. | link |
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| teq_novak_2021_scbs | Santa Clara Brief Compassion Scale (SCBCS) (CC BY 4.0) Novak, L., Malinakova, K., Mikoska, P., van Dijk, J. P., Dechterenko, F., Ptacek, R., & Tavel, P. (2021). Psychometric analysis of the Czech version of the Toronto Empathy Questionnaire. International journal of environmental research and public health, 18(10), 5343. | link |
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| teq_novak_2021_selfesteem | Rosenberg Self-Esteem Scale (RSES) (CC BY 4.0) Novak, L., Malinakova, K., Mikoska, P., van Dijk, J. P., Dechterenko, F., Ptacek, R., & Tavel, P. (2021). Psychometric analysis of the Czech version of the Toronto Empathy Questionnaire. International journal of environmental research and public health, 18(10), 5343. | link |
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| teq_novak_2021_socdes | Short Social Desirability Scale (SDRS) (CC BY 4.0) Novak, L., Malinakova, K., Mikoska, P., van Dijk, J. P., Dechterenko, F., Ptacek, R., & Tavel, P. (2021). Psychometric analysis of the Czech version of the Toronto Empathy Questionnaire. International journal of environmental research and public health, 18(10), 5343. | link |
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| teq_novak_2021_spirit | Daily Spiritual Experience Scale (DSES) (CC BY 4.0) Novak, L., Malinakova, K., Mikoska, P., van Dijk, J. P., Dechterenko, F., Ptacek, R., & Tavel, P. (2021). Psychometric analysis of the Czech version of the Toronto Empathy Questionnaire. International journal of environmental research and public health, 18(10), 5343. | link |
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| teq_novak_2021_teq | Toronto Empathy Questionnaire (TEQ) (CC BY 4.0) Novak, L., Malinakova, K., Mikoska, P., van Dijk, J. P., Dechterenko, F., Ptacek, R., & Tavel, P. (2021). Psychometric analysis of the Czech version of the Toronto Empathy Questionnaire. International journal of environmental research and public health, 18(10), 5343. | link |
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| teriba_2026_emotion_regulation | The 10-item Emotion Regulation Questionnaire (ERQ, Gross and John 2003; cognitive reappraisal and expressive suppression) on a 1-7 scale, answered by the same 263 US collegiate athletes. (CC0 1.0) Teriba, A. (2026). Psychological Well-Being and Sport Satisfaction [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/IQSSOU | link |
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| teriba_2026_grit | The 8-item Short Grit Scale (Grit-S, Duckworth and Quinn 2009) on a 1-5 scale, answered by the same 263 US collegiate athletes. (CC0 1.0) Teriba, A. (2026). Psychological Well-Being and Sport Satisfaction [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/IQSSOU | link |
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| teriba_2026_mindset_intelligence | Dweck's Implicit Theories of Intelligence Scale on a 1-6 scale, answered by the same 263 US collegiate athletes: four fixed-mindset and four growth-mindset items shipped as one eight-item table, since they are the two poles of one instrument administered together (item codes keep the fixed/growth prefix). (CC0 1.0) Teriba, A. (2026). Psychological Well-Being and Sport Satisfaction [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/IQSSOU | link |
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| teriba_2026_self_compassion | The 12-item Self-Compassion Scale Short Form (SCS-SF, Raes et al. 2011) on a 1-5 almost-never to almost-always scale, answered by the same 263 US collegiate athletes. Item text is shipped. (CC0 1.0) Teriba, A. (2026). Psychological Well-Being and Sport Satisfaction [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/IQSSOU | link |
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| teriba_2026_sport_satisfaction | Sixteen sport-satisfaction items (1-7, not at all to extremely satisfied) answered by 263 US collegiate athletes, covering ability utilisation, team strategy, team performance, personal treatment and team integration. Recognisable as a subset of Riemer and Chelladurai's Athlete Satisfaction Questionnaire, though the wording is not verbatim. (CC0 1.0) Teriba, A. (2026). Psychological Well-Being and Sport Satisfaction [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/IQSSOU | link |
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| teriba_2026_wellbeing_who5 | The five-item WHO-5 Well-Being Index on a 1-6 at-no-time to all-of-the-time scale, answered by the same 263 US collegiate athletes. (CC0 1.0) Teriba, A. (2026). Psychological Well-Being and Sport Satisfaction [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/IQSSOU | link |
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| teshome_2021_pss10 | Perceived Stress Scale-10 (10 items), Ethiopian healthcare professionals during COVID-19, N=798 (CC BY 4.0) Teshome A, Shegaze M, Glagn M, Getie A, Tekabe B, Getahun D, Kanko T, Getachew T, Yenesew N, Meskele S, Tolosie K, Temtem Z, Yirgu T (2021). Perceived stress and associated factors among health care professionals working in the context of COVID-19 pandemic in public health institutions of southern Ethiopia 2020. PLOS ONE, 16(6), e0252809. https://doi.org/10.1371/journal.pone.0252809 | link |
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| test_taking_much_2025_ao | Validation Study of Two Psychometric Models on Test-taking Behavior (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025, May 7). Modeling speed-ability trade-off and test-taking persistence - Parameter validation for two psychometric models. https://doi.org/10.17605/OSF.IO/9J6HM | link |
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| test_taking_much_2025_cm | Validation Study of Two Psychometric Models on Test-taking Behavior (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025, May 7). Modeling speed-ability trade-off and test-taking persistence - Parameter validation for two psychometric models. https://doi.org/10.17605/OSF.IO/9J6HM | link |
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| test_taking_much_2025_ct | Validation Study of Two Psychometric Models on Test-taking Behavior (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025, May 7). Modeling speed-ability trade-off and test-taking persistence - Parameter validation for two psychometric models. https://doi.org/10.17605/OSF.IO/9J6HM | link |
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| test_taking_much_2025_ef | Validation Study of Two Psychometric Models on Test-taking Behavior (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025, May 7). Modeling speed-ability trade-off and test-taking persistence - Parameter validation for two psychometric models. https://doi.org/10.17605/OSF.IO/9J6HM | link |
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| test_taking_much_2025_mr | Validation Study of Two Psychometric Models on Test-taking Behavior (CC BY 4.0) Much, S., Mutak, A., Pohl, S., & Ranger, J. (2025, May 7). Modeling speed-ability trade-off and test-taking persistence - Parameter validation for two psychometric models. https://doi.org/10.17605/OSF.IO/9J6HM | link |
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| test_taking_patterns_over_time | Data collected from Estonian "National Intelligence Tests" at two time points (1933/36, 2006) (CC0 1.0) Must, O., & Must, A. (2014). Data from “Changes in test-taking patterns over time” concerning the Flynn Effect in Estonia. Journal of Open Psychology Data, 2(1). | link |
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| thanh_2025_attitude | 5-item Attitude subscale (1-5 Likert) from a survey of employee green behavior driven by environmental concerns (CC BY 4.0) Thanh NH, Cong BT (2025) Unleashing the green potential: Unraveling the power of environmental concerns in driving employees' green behavior. PLoS One 20(3): e0320053. | link |
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| thanh_2025_environ_concern | 6-item Environmental Concern subscale (1-5 Likert), same survey as thanh_2025_attitude (CC BY 4.0) Thanh NH, Cong BT (2025) Unleashing the green potential: Unraveling the power of environmental concerns in driving employees' green behavior. PLoS One 20(3): e0320053. | link |
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| thanh_2025_green_behavior | 8-item Employee Green Behavior subscale (1-5 Likert), same survey as thanh_2025_attitude (CC BY 4.0) Thanh NH, Cong BT (2025) Unleashing the green potential: Unraveling the power of environmental concerns in driving employees' green behavior. PLoS One 20(3): e0320053. | link |
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| thanh_2025_green_knowledge | 6-item Green Knowledge subscale (1-5 Likert), same survey as thanh_2025_attitude (CC BY 4.0) Thanh NH, Cong BT (2025) Unleashing the green potential: Unraveling the power of environmental concerns in driving employees' green behavior. PLoS One 20(3): e0320053. | link |
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| thanh_2025_perceived_control | 5-item Perceived Behavioral Control subscale (1-5 Likert), same survey as thanh_2025_attitude (CC BY 4.0) Thanh NH, Cong BT (2025) Unleashing the green potential: Unraveling the power of environmental concerns in driving employees' green behavior. PLoS One 20(3): e0320053. | link |
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| theobald_2017_group_dynamics | Undergraduate biology students' comfort and perceived-dominator ratings (2 items, 1-6 scale) of their group across 1-3 group-work topics (wave) (CC BY 4.0) Theobald EJ, Eddy SL, Grunspan DZ, Wiggins BL, Crowe AJ (2017). Student perception of group dynamics predicts individual performance: Comfort and equity matter. PLOS ONE. | link |
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| theodoridis_2023_discrimination conjoint · source = "conj" |
US YouGov respondents (n = 2,654) made 5 forced choices between two hypothetical people described by up to 10 attributes (race, sex, age, party, ideology, where they grew up, religion, career, marital status, sexual orientation; each attribute omitted from a profile about 15% of the time), in one of five randomly assigned contexts (relative, neighbor, loan, charity, jury). (CC0 1.0) Theodoridis, A. G., Goggin, S. N., & Deichert, M. (2023). Separated by politics? Disentangling the dimensions of discrimination. Political Behavior, 45(4), 2025-2051. | link |
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| thiessen_2023_bfi10 | BFI-10 (10 items, 1-5) for 177 Canadian university students. (CC BY 4.0) Thiessen, B., Sullivan, P., Gammage, K., & Dithurbide, L. (2023). Choking Susceptibility and the Big Five Personality Traits. The Open Psychology Journal, 16, e187435012301130. https://doi.org/10.2174/18743501-v16-e230116-2022-75 | link |
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| thiessen_2023_csia | Coping Style Inventory for Athletes (16 items: approach and avoidance coping, 1-5), reworded to general performance situations, for 177 Canadian university students. (CC BY 4.0) Thiessen, B., Sullivan, P., Gammage, K., & Dithurbide, L. (2023). Choking Susceptibility and the Big Five Personality Traits. The Open Psychology Journal, 16, e187435012301130. https://doi.org/10.2174/18743501-v16-e230116-2022-75 | link |
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| thiessen_2023_sas | Sport Anxiety Scale (21 items, 1-4), reworded to general performance situations, for 177 Canadian university students. (CC BY 4.0) Thiessen, B., Sullivan, P., Gammage, K., & Dithurbide, L. (2023). Choking Susceptibility and the Big Five Personality Traits. The Open Psychology Journal, 16, e187435012301130. https://doi.org/10.2174/18743501-v16-e230116-2022-75 | link |
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| thiessen_2023_scs | Self-Consciousness Scale (Fenigstein et al. 1975; 23 items, 0-4) for 177 Canadian university students. (CC BY 4.0) Thiessen, B., Sullivan, P., Gammage, K., & Dithurbide, L. (2023). Choking Susceptibility and the Big Five Personality Traits. The Open Psychology Journal, 16, e187435012301130. https://doi.org/10.2174/18743501-v16-e230116-2022-75 | link |
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| thirdpartypunishmentunfairsharing_mcauliffe_2025_canada | third-party punishment of unfair sharing among children (Canada) (CC BY 4.0) McAuliffe, K., Bangayan, S., Callaghan, T. et al. Across six societies children engage in costly third-party punishment of unfair sharing. Commun Psychol 3, 43 (2025). | link |
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| thirdpartypunishmentunfairsharing_mcauliffe_2025_india | third-party punishment of unfair sharing among children (India) (CC BY 4.0) McAuliffe, K., Bangayan, S., Callaghan, T. et al. Across six societies children engage in costly third-party punishment of unfair sharing. Commun Psychol 3, 43 (2025). | link |
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| thirdpartypunishmentunfairsharing_mcauliffe_2025_peru | third-party punishment of unfair sharing among children (Peru) (CC BY 4.0) McAuliffe, K., Bangayan, S., Callaghan, T. et al. Across six societies children engage in costly third-party punishment of unfair sharing. Commun Psychol 3, 43 (2025). | link |
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| thirdpartypunishmentunfairsharing_mcauliffe_2025_uganda | third-party punishment of unfair sharing among children (Uganda) (CC BY 4.0) McAuliffe, K., Bangayan, S., Callaghan, T. et al. Across six societies children engage in costly third-party punishment of unfair sharing. Commun Psychol 3, 43 (2025). | link |
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| thirdpartypunishmentunfairsharing_mcauliffe_2025_usa | third-party punishment of unfair sharing among children (USA) (CC BY 4.0) McAuliffe, K., Bangayan, S., Callaghan, T. et al. Across six societies children engage in costly third-party punishment of unfair sharing. Commun Psychol 3, 43 (2025). | link |
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| thirdpartypunishmentunfairsharing_mcauliffe_2025_vanuatu | third-party punishment of unfair sharing among children (Vanuatu) (CC BY 4.0) McAuliffe, K., Bangayan, S., Callaghan, T. et al. Across six societies children engage in costly third-party punishment of unfair sharing. Commun Psychol 3, 43 (2025). | link |
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| thoma_2018_ctq | Childhood Trauma Questionnaire (CTQ, 28 items, 1 never true to 5 very often true; physical, sexual and emotional abuse, physical and emotional neglect, plus the minimisation/denial items), German version. 2,510 residents of Germany aged 14+, a nationally representative household survey (random-route sampling, Kish grid; USUMA 2016) with a survey weight (cov_survey_weight). Covariates: gender, age, marital status, education, employment, nationality, religion, household size, children under 18, East/West, federal state, urbanicity, income band, survey weight. (CC BY 4.0) Thoma MV, Mc Gee SL, Fegert JM, Glaesmer H, Braehler E, Maercker A (2018). Evaluation of the revised sense of coherence scale in a representative German sample. PLOS ONE 13(12): e0209550. | link |
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| thoma_2018_phq4 | PHQ-4 (PHQ-2 + GAD-2; 4 items, 0 not at all to 3 nearly every day), as administered with a one-week frame ('Complaints during the last week'). 2,510 residents of Germany aged 14+, a nationally representative household survey (random-route sampling, Kish grid; USUMA 2016) with a survey weight (cov_survey_weight). Covariates: gender, age, marital status, education, employment, nationality, religion, household size, children under 18, East/West, federal state, urbanicity, income band, survey weight. (CC BY 4.0) Thoma MV, Mc Gee SL, Fegert JM, Glaesmer H, Braehler E, Maercker A (2018). Evaluation of the revised sense of coherence scale in a representative German sample. PLOS ONE 13(12): e0209550. | link |
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| thoma_2018_socr | Sense of Coherence Scale-Revised (SOC-R, Bachem & Maercker 2016): 13 items (manageability, balance, reflection), 1 not at all to 5 extremely. 2,510 residents of Germany aged 14+, a nationally representative household survey (random-route sampling, Kish grid; USUMA 2016) with a survey weight (cov_survey_weight). The deposit's SOCR_6 recode is not shipped; the raw item is. Covariates: gender, age, marital status, education, employment, nationality, religion, household size, children under 18, East/West, federal state, urbanicity, income band, survey weight. (CC BY 4.0) Thoma MV, Mc Gee SL, Fegert JM, Glaesmer H, Braehler E, Maercker A (2018). Evaluation of the revised sense of coherence scale in a representative German sample. PLOS ONE 13(12): e0209550. | link |
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| thomann_2026_intersectional_bureaucrats conjoint · source = "conj" |
Public-service employees in Ireland, Denmark, Spain and Switzerland chose which of two hypothetical EU citizens asking about welfare eligibility would get a personalized answer (age, gender, profession, nationality, duration of stay, language proficiency, job applications). 2,403 respondents, 10 pairs, forced choice. (CC BY 4.0) Thomann, E., Rudolph, L., & Gómez Díaz, J. (2026). Intersectional representative bureaucracy in Europe. Journal of European Public Policy. | link |
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| thomeczek2025_les | party positions of the state associations of the German parties (CC0 1.0) Thomeczek, J. Philipp, 2025, "Länder Expert Survey (LES) 2025: Hamburg", https://doi.org/10.7910/DVN/VFTK3K, Harvard Dataverse, V1 | link |
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| thompson_2024_sprp_pte | Student Perceptions of Real Patient Use in Physical Therapy Education (SPRP-PTE), full 48-item development version: value, satisfaction and confidence x overall, cognitive, psychomotor and affective learning, 4-point agreement scale (1-4). 130 US physical therapy students. Covariates: program type (private/public), year in program. (CC0 1.0) Thompson, Garg, Shotwell, et al. (2024). Development and validation of a measurement tool to assess student perceptions of using real patients in physical therapy education at the rehabilitation sciences program, University of Texas Medical Branch, the United States. Journal of Educational Evaluation for Health Professions, 21, 30. https://doi.org/10.3352/jeehp.2024.21.30 | link |
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| thontwa_2024_food_cassava conjoint · source = "conj" |
Urban consumers in Kinshasa, DR Congo (three survey groups, n = 601) chose between two cassava products varying price (1,000-2,040 FC), packaging, distance to the point of sale and origin (local or one of four import regions), in 8 choice cards (discrete choice experiment; one of five product experiments answered by the same respondents). (CC0 1.0) Thontwa, S. K., De Weerdt, J., & Van Passel, S. (2024). What do urban consumers want? Findings from a discrete choice experiment on the preference for locally produced food in the Democratic Republic of Congo. Agrekon, 63(4), 223-239. | link |
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| thontwa_2024_food_maize conjoint · source = "conj" |
Urban consumers in Kinshasa, DR Congo (three survey groups, n = 600) chose between two maize products varying price (1,200-1,900 FC), packaging, distance to the point of sale and origin (local or one of four import regions), in 8 choice cards (discrete choice experiment; one of five product experiments answered by the same respondents). (CC0 1.0) Thontwa, S. K., De Weerdt, J., & Van Passel, S. (2024). What do urban consumers want? Findings from a discrete choice experiment on the preference for locally produced food in the Democratic Republic of Congo. Agrekon, 63(4), 223-239. | link |
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| thontwa_2024_food_oil conjoint · source = "conj" |
Urban consumers in Kinshasa, DR Congo (three survey groups, n = 600) chose between two cooking oil products varying price (1,800-3,100 FC), packaging, distance to the point of sale and origin (local or one of four import regions), in 8 choice cards (discrete choice experiment; one of five product experiments answered by the same respondents). (CC0 1.0) Thontwa, S. K., De Weerdt, J., & Van Passel, S. (2024). What do urban consumers want? Findings from a discrete choice experiment on the preference for locally produced food in the Democratic Republic of Congo. Agrekon, 63(4), 223-239. | link |
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| thontwa_2024_food_rice conjoint · source = "conj" |
Urban consumers in Kinshasa, DR Congo (three survey groups, n = 600) chose between two rice products varying price (700-1,200 FC), packaging, distance to the point of sale and origin (local or one of four import regions), in 8 choice cards (discrete choice experiment; one of five product experiments answered by the same respondents). (CC0 1.0) Thontwa, S. K., De Weerdt, J., & Van Passel, S. (2024). What do urban consumers want? Findings from a discrete choice experiment on the preference for locally produced food in the Democratic Republic of Congo. Agrekon, 63(4), 223-239. | link |
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| thontwa_2024_food_sugar conjoint · source = "conj" |
Urban consumers in Kinshasa, DR Congo (three survey groups, n = 600) chose between two sugar products varying price (2,200-3,000 FC), packaging, distance to the point of sale and origin (local or one of four import regions), in 8 choice cards (discrete choice experiment; one of five product experiments answered by the same respondents). (CC0 1.0) Thontwa, S. K., De Weerdt, J., & Van Passel, S. (2024). What do urban consumers want? Findings from a discrete choice experiment on the preference for locally produced food in the Democratic Republic of Congo. Agrekon, 63(4), 223-239. | link |
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| threat_isler_2024_exp1_cog_crt | A preliminary study of how individuals evaluate their personal risks related to health (particularly COVID-19) and resource scarcity (like financial and material shortages) on various rating scales, comparing COVID-19 health threat manipulation to relaxation manipulation (N=253). Items related to CRT. (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| threat_isler_2024_exp1_cog_panas | A preliminary study of how individuals evaluate their personal risks related to health (particularly COVID-19) and resource scarcity (like financial and material shortages) on various rating scales, comparing COVID-19 health threat manipulation to relaxation manipulation (N=253). Items related to PANAS (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| threat_isler_2024_exp1_incentive_crt | A preliminary study of how individuals evaluate their personal risks related to health (particularly COVID-19) and resource scarcity (like financial and material shortages) on various rating scales, across three types of task incentivization (no-bonus, individual bonus, lottery bonus) (N=253). Items related to CRT. (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| threat_isler_2024_exp1_incentive_panas | A preliminary study of how individuals evaluate their personal risks related to health (particularly COVID-19) and resource scarcity (like financial and material shortages) on various rating scales, across three types of task incentivization (no-bonus, individual bonus, lottery bonus) (N=253). Items related to PANAS. (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| threat_isler_2024_exp2_cog_crt | A preliminary study of how individuals evaluate their personal risks related to health (particularly COVID-19) and resource scarcity (like financial and material shortages) on various rating scales, comparing COVID-19 health threat manipulation to relaxation manipulation (N=433). Items related to CRT. (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| threat_isler_2024_exp2_cog_panas | A preliminary study of how individuals evaluate their personal risks related to health (particularly COVID-19) and resource scarcity (like financial and material shortages) on various rating scales, comparing COVID-19 health threat manipulation to relaxation manipulation (N=433). Items related to PANAS. (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| threat_isler_2024_exp2_picture_crt | A preliminary study of how individuals evaluate their personal risks related to health (particularly COVID-19) and resource scarcity (like financial and material shortages) on various rating scales, testing the effects of pictures vs no pictures in the manipulations (N=433). Items related to CRT. (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| threat_isler_2024_exp2_picture_panas | A preliminary study of how individuals evaluate their personal risks related to health (particularly COVID-19) and resource scarcity (like financial and material shortages) on various rating scales, testing the effects of pictures vs no pictures in the manipulations (N=433). Items related to PANAS. (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| threat_isler_2024_exp3_cog_panas | A large-scale validation study comparing health threat and relaxation manipulations to a control condition (N=1777) (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| threat_isler_2024_exp4_cog_crt | A validation study replicating previous findings and testing both COVID-19-specific and general versions of health and resource scarcity threat manipulations (N=2689). Items related to CRT. (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| threat_isler_2024_exp4_cog_panas | A validation study replicating previous findings and testing both COVID-19-specific and general versions of health and resource scarcity threat manipulations (N=2689). Items related to PANAS. (CC BY 4.0) Isler, O., Yilmaz, O., Maule, A. J., & Gächter, S. (2024). How to activate threat perceptions in behavior research: A simple technique for inducing health and resource scarcity threats. Behavior Research Methods, 56(8), 8379-8395. | link |
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| tian2026_digital_competence | Digital competence scale responses from Chinese kindergarten teachers (N=764, 29 items, 1-5 Likert). (CC BY 4.0) Tian, X. (2026). Data for kindergarten teachers digital competence study [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.32564154.v1 | link |
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| tian_2021_app_affective_engagement | Affective engagement -- how the app makes the user feel. 3 items. 303 Chinese mobile travel app users, snowball sample, 7-12 January 2020 (330 collected, 27 excluded; non-users screened out). 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. Four covariates ship LABELLED, each pinned against a published percentage: gender 126/177 = 41.6%/58.4% (1 male), age code 2 = 61.4% (the 18-30 band), education codes 3+4 = 88.1% (three- or four-year bachelor's) and 1+2 = 11.9% (high school or technical secondary), salary code 3 = 30.7% (3,001-5,000 RMB) and code 4 = 20.8% (5,001-8,000) -- which also settles an ambiguity in the article's own text, where the 20.8% figure is written as though it covered two bands at once. The deposit's 8-level 'Regular app' column is dropped: nominal app brands with no legend. (CC BY 4.0) Tian Z, Shi Z, Cheng Q (2021). Examining the antecedents and consequences of mobile travel app engagement. PLOS ONE 16(3): e0248460. | link |
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| tian_2021_app_behavioral_engagement | Behavioural engagement -- time spent and habitual use. 3 items. 303 Chinese mobile travel app users, snowball sample, 7-12 January 2020 (330 collected, 27 excluded; non-users screened out). 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. Four covariates ship LABELLED, each pinned against a published percentage: gender 126/177 = 41.6%/58.4% (1 male), age code 2 = 61.4% (the 18-30 band), education codes 3+4 = 88.1% (three- or four-year bachelor's) and 1+2 = 11.9% (high school or technical secondary), salary code 3 = 30.7% (3,001-5,000 RMB) and code 4 = 20.8% (5,001-8,000) -- which also settles an ambiguity in the article's own text, where the 20.8% figure is written as though it covered two bands at once. The deposit's 8-level 'Regular app' column is dropped: nominal app brands with no legend. (CC BY 4.0) Tian Z, Shi Z, Cheng Q (2021). Examining the antecedents and consequences of mobile travel app engagement. PLOS ONE 16(3): e0248460. | link |
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| tian_2021_app_cognitive_engagement | Cognitive engagement with the travel information the app presents. 3 items. 303 Chinese mobile travel app users, snowball sample, 7-12 January 2020 (330 collected, 27 excluded; non-users screened out). 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. Four covariates ship LABELLED, each pinned against a published percentage: gender 126/177 = 41.6%/58.4% (1 male), age code 2 = 61.4% (the 18-30 band), education codes 3+4 = 88.1% (three- or four-year bachelor's) and 1+2 = 11.9% (high school or technical secondary), salary code 3 = 30.7% (3,001-5,000 RMB) and code 4 = 20.8% (5,001-8,000) -- which also settles an ambiguity in the article's own text, where the 20.8% figure is written as though it covered two bands at once. The deposit's 8-level 'Regular app' column is dropped: nominal app brands with no legend. (CC BY 4.0) Tian Z, Shi Z, Cheng Q (2021). Examining the antecedents and consequences of mobile travel app engagement. PLOS ONE 16(3): e0248460. | link |
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| tian_2021_app_compatibility | Compatibility of a mobile travel app with the user's travel needs and preferences. 3 items. 303 Chinese mobile travel app users, snowball sample, 7-12 January 2020 (330 collected, 27 excluded; non-users screened out). 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. Four covariates ship LABELLED, each pinned against a published percentage: gender 126/177 = 41.6%/58.4% (1 male), age code 2 = 61.4% (the 18-30 band), education codes 3+4 = 88.1% (three- or four-year bachelor's) and 1+2 = 11.9% (high school or technical secondary), salary code 3 = 30.7% (3,001-5,000 RMB) and code 4 = 20.8% (5,001-8,000) -- which also settles an ambiguity in the article's own text, where the 20.8% figure is written as though it covered two bands at once. The deposit's 8-level 'Regular app' column is dropped: nominal app brands with no legend. (CC BY 4.0) Tian Z, Shi Z, Cheng Q (2021). Examining the antecedents and consequences of mobile travel app engagement. PLOS ONE 16(3): e0248460. | link |
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| tian_2021_app_ease_of_use | Ease of use of a mobile travel app. 3 items. 303 Chinese mobile travel app users, snowball sample, 7-12 January 2020 (330 collected, 27 excluded; non-users screened out). 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. Four covariates ship LABELLED, each pinned against a published percentage: gender 126/177 = 41.6%/58.4% (1 male), age code 2 = 61.4% (the 18-30 band), education codes 3+4 = 88.1% (three- or four-year bachelor's) and 1+2 = 11.9% (high school or technical secondary), salary code 3 = 30.7% (3,001-5,000 RMB) and code 4 = 20.8% (5,001-8,000) -- which also settles an ambiguity in the article's own text, where the 20.8% figure is written as though it covered two bands at once. The deposit's 8-level 'Regular app' column is dropped: nominal app brands with no legend. (CC BY 4.0) Tian Z, Shi Z, Cheng Q (2021). Examining the antecedents and consequences of mobile travel app engagement. PLOS ONE 16(3): e0248460. | link |
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| tian_2021_app_purchase_intention | Intention to purchase travel products recommended by the app (the appendix's PI block, the deposit's PE). 3 items. 303 Chinese mobile travel app users, snowball sample, 7-12 January 2020 (330 collected, 27 excluded; non-users screened out). 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. Four covariates ship LABELLED, each pinned against a published percentage: gender 126/177 = 41.6%/58.4% (1 male), age code 2 = 61.4% (the 18-30 band), education codes 3+4 = 88.1% (three- or four-year bachelor's) and 1+2 = 11.9% (high school or technical secondary), salary code 3 = 30.7% (3,001-5,000 RMB) and code 4 = 20.8% (5,001-8,000) -- which also settles an ambiguity in the article's own text, where the 20.8% figure is written as though it covered two bands at once. The deposit's 8-level 'Regular app' column is dropped: nominal app brands with no legend. (CC BY 4.0) Tian Z, Shi Z, Cheng Q (2021). Examining the antecedents and consequences of mobile travel app engagement. PLOS ONE 16(3): e0248460. | link |
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| tian_2021_app_ui_attractiveness | Attractiveness of the app's interface design. 3 items. 303 Chinese mobile travel app users, snowball sample, 7-12 January 2020 (330 collected, 27 excluded; non-users screened out). 5-point, 1 strongly disagree to 5 strongly agree; no missing cells. Four covariates ship LABELLED, each pinned against a published percentage: gender 126/177 = 41.6%/58.4% (1 male), age code 2 = 61.4% (the 18-30 band), education codes 3+4 = 88.1% (three- or four-year bachelor's) and 1+2 = 11.9% (high school or technical secondary), salary code 3 = 30.7% (3,001-5,000 RMB) and code 4 = 20.8% (5,001-8,000) -- which also settles an ambiguity in the article's own text, where the 20.8% figure is written as though it covered two bands at once. The deposit's 8-level 'Regular app' column is dropped: nominal app brands with no legend. (CC BY 4.0) Tian Z, Shi Z, Cheng Q (2021). Examining the antecedents and consequences of mobile travel app engagement. PLOS ONE 16(3): e0248460. | link |
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| tian_2025_fitness_complaint | Public complaints about national fitness public services (3 items, 1 very disapprove .. 7 very approve), one latent variable of the paper's ACSI-based measurement model. 1,133 Guangzhou residents, December 2020 (online and paper questionnaires), national fitness public service survey built on the American Customer Satisfaction Index model. No covariates: the deposit's demographic columns are uncoded integers with no codebook. (CC BY 4.0) Tian F, Zhou J, Liu F (2025). Construction of the national fitness public service satisfaction model in China based on American Customer Satisfaction Index. PLOS ONE 20(1): e0317551. | link |
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| tian_2025_fitness_expectation | Public expectation of national fitness public services (3 items, 1 very low .. 7 very high), one latent variable of the paper's ACSI-based measurement model. 1,133 Guangzhou residents, December 2020 (online and paper questionnaires), national fitness public service survey built on the American Customer Satisfaction Index model. No covariates: the deposit's demographic columns are uncoded integers with no codebook. (CC BY 4.0) Tian F, Zhou J, Liu F (2025). Construction of the national fitness public service satisfaction model in China based on American Customer Satisfaction Index. PLOS ONE 20(1): e0317551. | link |
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| tian_2025_fitness_quality | Perceived quality of national fitness public services (25 items, 1 very low .. 7 very high), one latent variable of the paper's ACSI-based measurement model. 1,133 Guangzhou residents, December 2020 (online and paper questionnaires), national fitness public service survey built on the American Customer Satisfaction Index model. No covariates: the deposit's demographic columns are uncoded integers with no codebook. (CC BY 4.0) Tian F, Zhou J, Liu F (2025). Construction of the national fitness public service satisfaction model in China based on American Customer Satisfaction Index. PLOS ONE 20(1): e0317551. | link |
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| tian_2025_fitness_satisfaction | Public satisfaction with national fitness public services (3 items, 1 very disapprove .. 7 very approve), one latent variable of the paper's ACSI-based measurement model. 1,133 Guangzhou residents, December 2020 (online and paper questionnaires), national fitness public service survey built on the American Customer Satisfaction Index model. No covariates: the deposit's demographic columns are uncoded integers with no codebook. (CC BY 4.0) Tian F, Zhou J, Liu F (2025). Construction of the national fitness public service satisfaction model in China based on American Customer Satisfaction Index. PLOS ONE 20(1): e0317551. | link |
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| tian_2025_fitness_trust | Public trust in national fitness public services (5 items, 1 very disapprove .. 7 very approve), one latent variable of the paper's ACSI-based measurement model. 1,133 Guangzhou residents, December 2020 (online and paper questionnaires), national fitness public service survey built on the American Customer Satisfaction Index model. No covariates: the deposit's demographic columns are uncoded integers with no codebook. (CC BY 4.0) Tian F, Zhou J, Liu F (2025). Construction of the national fitness public service satisfaction model in China based on American Customer Satisfaction Index. PLOS ONE 20(1): e0317551. | link |
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| tian_2025_fitness_value | Perceived value of national fitness public services (2 items, 1 very disapprove .. 7 very approve), one latent variable of the paper's ACSI-based measurement model. 1,133 Guangzhou residents, December 2020 (online and paper questionnaires), national fitness public service survey built on the American Customer Satisfaction Index model. No covariates: the deposit's demographic columns are uncoded integers with no codebook. (CC BY 4.0) Tian F, Zhou J, Liu F (2025). Construction of the national fitness public service satisfaction model in China based on American Customer Satisfaction Index. PLOS ONE 20(1): e0317551. | link |
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| tian_2025_poms_anger | Profile of Mood States (POMS-65), anger-hostility subscale; 12 items, 0-4; 121 participants completing seven daily mood diaries (wave = day 1-7); covariates: none. (CC BY 4.0) Tian, V. (2025). Mood Diary Dataset - Profile of Mood State [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17874627 | link |
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| tian_2025_poms_confusion | Profile of Mood States (POMS-65), confusion-bewilderment subscale; 7 items, 0-4; 121 participants completing seven daily mood diaries (wave = day 1-7); covariates: none. (CC BY 4.0) Tian, V. (2025). Mood Diary Dataset - Profile of Mood State [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17874627 | link |
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| tian_2025_poms_depression | Profile of Mood States (POMS-65), depression-dejection subscale; 15 items, 0-4; 121 participants completing seven daily mood diaries (wave = day 1-7); covariates: none. (CC BY 4.0) Tian, V. (2025). Mood Diary Dataset - Profile of Mood State [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17874627 | link |
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| tian_2025_poms_fatigue | Profile of Mood States (POMS-65), fatigue-inertia subscale; 7 items, 0-4; 121 participants completing seven daily mood diaries (wave = day 1-7); covariates: none. (CC BY 4.0) Tian, V. (2025). Mood Diary Dataset - Profile of Mood State [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17874627 | link |
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| tian_2025_poms_tension | Profile of Mood States (POMS-65), tension-anxiety subscale; 9 items, 0-4; 121 participants completing seven daily mood diaries (wave = day 1-7); covariates: none. (CC BY 4.0) Tian, V. (2025). Mood Diary Dataset - Profile of Mood State [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17874627 | link |
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| tian_2025_poms_vigor | Profile of Mood States (POMS-65), vigor-activity subscale; 8 items, 0-4; 121 participants completing seven daily mood diaries (wave = day 1-7); covariates: none. (CC BY 4.0) Tian, V. (2025). Mood Diary Dataset - Profile of Mood State [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17874627 | link |
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| tiemensma_2018_iesr | 22-item Impact of Event Scale-Revised (IES-R) in a Latino/non-Latino measurement-invariance study (CC BY 4.0) Tiemensma J, Depaoli S, Winter SD, Felt JM, Rus HM, Arroyo AC (2018). The performance of the IES-R for Latinos and non-Latinos: Assessing measurement invariance. PLOS ONE, 13(4), e0195229. https://doi.org/10.1371/journal.pone.0195229 | link |
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| tilley_2026_platform_ban conjoint · source = "conj" |
Adults in Britain (n = 4,127, Brexit panel wave 4) compared two politicians described by six attributes (party, offence caused, office held, years in politics, public support for a ban, threatening language) and said which should be banned from a platform. (CC0 1.0) Tilley, J., Bejan, T., & Hobolt, S. B. (2026). Partisan (in)tolerance and affective polarization. British Journal of Political Science, 56, e36. | link |
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| tilley_2026_protest_tolerance conjoint · source = "conj" |
Adults in Britain (n = 4,127, Brexit panel wave 4) compared two protests described by eight attributes (party of the politicians involved, size, police presence, road closures, public agreement, duration, noise, likely type) and said which should go ahead. (CC0 1.0) Tilley, J., Bejan, T., & Hobolt, S. B. (2026). Partisan (in)tolerance and affective polarization. British Journal of Political Science, 56, e36. | link |
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| tilley_2026_school_speaker conjoint · source = "conj" |
Adults in Britain (n = 4,127, Brexit panel wave 4) compared two politicians described by six attributes (party, offence caused, years in politics, current position, protest outside the school, social-media record) and said which should be allowed to speak at a school. (CC0 1.0) Tilley, J., Bejan, T., & Hobolt, S. B. (2026). Partisan (in)tolerance and affective polarization. British Journal of Political Science, 56, e36. | link |
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| timbreza_2026_mbi_es | Maslach Burnout Inventory Educators Survey, 22 items (0-6; item codes keep the EE/DP/PA tag); N = 231 Philippine elementary-school teachers; cov_* as for timbreza_2026_nctwcs. (CC BY 4.0) Timbreza, C. A. (2026). Working conditions and burnout among elementary school teachers: The moderating influence of work settings [data]. figshare. https://doi.org/10.6084/m9.figshare.32359092 | link |
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| timbreza_2026_nctwcs | North Carolina Teacher Working Conditions Survey, 64 items in eight domains (1-4); N = 231 Philippine elementary-school teachers; cov_age, cov_sex, cov_civil_status, cov_ses, cov_work_setting, cov_employment_status. (CC BY 4.0) Timbreza, C. A. (2026). Working conditions and burnout among elementary school teachers: The moderating influence of work settings [data]. figshare. https://doi.org/10.6084/m9.figshare.32359092 | link |
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| tims_2017_autonomy | Job autonomy, 4 items rated 1-5. The article describes a three-item measure; the deposit carries four columns and all four are shipped. Responses from 706 employees pooling the paper's two samples, the Netherlands (N=303) and Germany (N=404), distinguished by cov_country. (CC BY 4.0) Tims, M.; Akkermans, J. (2017). Core self-evaluations and work engagement: Testing a perception, action, and development path. PLOS ONE, 12(8), e0182745. https://doi.org/10.1371/journal.pone.0182745 | link |
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| tims_2017_career_competencies | Career competencies questionnaire, 21 items rated 1-5 across six dimensions (reflection on motivation, reflection on qualities, networking, professional profiling, work exploration, career control). Responses from 706 employees pooling the paper's two samples, the Netherlands (N=303) and Germany (N=404), distinguished by cov_country. (CC BY 4.0) Tims, M.; Akkermans, J. (2017). Core self-evaluations and work engagement: Testing a perception, action, and development path. PLOS ONE, 12(8), e0182745. https://doi.org/10.1371/journal.pone.0182745 | link |
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| tims_2017_cse | Core Self-Evaluations Scale (Judge et al.), 12 items rated 1-5, from a two-country study of the perception, action and development paths linking core self-evaluations to work engagement. Items are as administered: the deposit's six reverse-keyed recodes are excluded so each item appears once. Responses from 706 employees pooling the paper's two samples, the Netherlands (N=303) and Germany (N=404), distinguished by cov_country. (CC BY 4.0) Tims, M.; Akkermans, J. (2017). Core self-evaluations and work engagement: Testing a perception, action, and development path. PLOS ONE, 12(8), e0182745. https://doi.org/10.1371/journal.pone.0182745 | link |
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| tims_2017_hindering_demands | Hindering job demands, 6 items rated 1-5. Responses from 706 employees pooling the paper's two samples, the Netherlands (N=303) and Germany (N=404), distinguished by cov_country. (CC BY 4.0) Tims, M.; Akkermans, J. (2017). Core self-evaluations and work engagement: Testing a perception, action, and development path. PLOS ONE, 12(8), e0182745. https://doi.org/10.1371/journal.pone.0182745 | link |
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| tims_2017_job_crafting | Job Crafting Scale (Tims et al.), the 15 expansive items rated 1-5 across three dimensions: increasing structural job resources, increasing social job resources, and increasing challenging job demands. Responses from 706 employees pooling the paper's two samples, the Netherlands (N=303) and Germany (N=404), distinguished by cov_country. (CC BY 4.0) Tims, M.; Akkermans, J. (2017). Core self-evaluations and work engagement: Testing a perception, action, and development path. PLOS ONE, 12(8), e0182745. https://doi.org/10.1371/journal.pone.0182745 | link |
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| tims_2017_supervisor_support | Supervisory social support, 4 items rated 1-5. The article describes a three-item measure; the deposit carries four columns and all four are shipped. Responses from 706 employees pooling the paper's two samples, the Netherlands (N=303) and Germany (N=404), distinguished by cov_country. (CC BY 4.0) Tims, M.; Akkermans, J. (2017). Core self-evaluations and work engagement: Testing a perception, action, and development path. PLOS ONE, 12(8), e0182745. https://doi.org/10.1371/journal.pone.0182745 | link |
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| tims_2017_uwes | Utrecht Work Engagement Scale (UWES-9), 9 items rated 1-7 across vigor, dedication and absorption. Responses from 706 employees pooling the paper's two samples, the Netherlands (N=303) and Germany (N=404), distinguished by cov_country. (CC BY 4.0) Tims, M.; Akkermans, J. (2017). Core self-evaluations and work engagement: Testing a perception, action, and development path. PLOS ONE, 12(8), e0182745. https://doi.org/10.1371/journal.pone.0182745 | link |
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| timsina_2026_cancer_stigma | Cancer stigma items in six domains (severity, personal responsibility, awkwardness, avoidance, financial discrimination, policy opposition), 25 items 1-6 as stored (lower = more stigmatising), baseline and endline of a cluster-randomised stigma-reduction trial (treat = intervention). 310 women aged 30-60, Budanilkantha, Nepal. (CC BY 4.0) Timsina P (2026). Dataset for Cancer Stigma score at baseline and followup and cervical cancer screening uptake [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33919306.v2 | link |
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| timss_tam | TIMSS 2011 data from Australian and Taiwanese students (GPL-3.0) Robitzsch A, Kiefer T, Wu M (2022). TAM: Test Analysis Modules. R package version 4.1-4, https://CRAN.R-project.org/package=TAM. | link |
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| tingley_2021_paris_reply conjoint · source = "conj" |
US respondents (n = 3,013; wave 4) read a vignette in which many countries criticized the US government's climate action and the US replied with defiance or regret, with laws, emissions cut and energy price rise varied, and rated overall approval. (CC0 1.0) Tingley, D., & Tomz, M. (2021). The effects of naming and shaming on public support for compliance with international agreements: An experimental analysis of the Paris Agreement. International Organization, 76(2), 445-468. | link |
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| tingley_2021_paris_shamers conjoint · source = "conj" |
US respondents (n = 3,525; wave 6, 2021) read a vignette in which the US government passed climate laws with a 5% emissions cut and a 4% or 10% energy price rise, and either no one or many countries / allies / non-allies criticized it; they rated overall approval. (CC0 1.0) Tingley, D., & Tomz, M. (2021). The effects of naming and shaming on public support for compliance with international agreements: An experimental analysis of the Paris Agreement. International Organization, 76(2), 445-468. | link |
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| tingley_2021_paris_shaming conjoint · source = "conj" |
US respondents (n = 3,647; waves 1, 2 and 5) read a vignette about the US government's climate action under the Paris Agreement (laws passed or not, emissions cut, energy price rise) and whether other countries criticized it, and rated their approval overall. (CC0 1.0) Tingley, D., & Tomz, M. (2021). The effects of naming and shaming on public support for compliance with international agreements: An experimental analysis of the Paris Agreement. International Organization, 76(2), 445-468. | link |
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| tirachini_2017_metro_crowding conjoint · source = "conj" |
Stated-choice experiment among 413 Santiago Metro users: in six tasks each they chose between two metro trips described by travel time, crowding level (text, photo or diagram format, codes 0-5) and whether they would be seated or standing; forced choice. (CC BY 4.0) Tirachini, A., Hurtubia, R., Dekker, T., & Daziano, R. A. (2017). Estimation of crowding discomfort in public transport: Results from Santiago de Chile. Transportation Research Part A, 103, 311-326. | link |
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| tiradocastro_2026_gender_affinity conjoint · source = "conj" |
UK respondents (n = 2,518) made 5 choices between two hypothetical parliamentary candidates varying in gender, experience, occupation, children, ethnicity, party, Brexit position and localness, and rated each candidate 0-10. (CC0 1.0) Tirado Castro, A., & Banducci, S. (2026). Not just women for women: How gendered affinities affect candidate support. Research & Politics. | link |
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| tirt_sim_trt simulated · source = "sim" |
Data simulated using tirt package (CC0 1.0) Xiong J (2026). _tirt: Testlet Item Response Theory_. doi:10.32614/CRAN.package.tirt < doi.org 10.32614 cran.package.tirt>, R package version 0.2.0, < cran.r-project.org package="tirt">. | link |
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| titelman_2024_party_labels conjoint · source = "conj" |
British Election Study panel members surveyed by YouGov in October 2021 (n = 1,636) chose 5 times between a Conservative and a Labour parliamentary candidate whose whole profiles (age, sex, left-right, EU vote, council experience, birthplace, four policy positions) were drawn from the realistic 2017 candidate distribution; half the respondents also saw the party labels. Outcome: vote choice with not-sure/would-not-vote options. (CC0 1.0) Titelman, N., & Lauderdale, B. E. (2024). The effects of party labels on vote choice with realistic candidate differentiation. Political Science Research and Methods. | link |
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| tjiong_2026_mobile_data conjoint · source = "conj" |
University of Warsaw students (December 2017, survey app, n = 297) made 26 stated choices among mobile-data options in three within-subject treatments: free campus Wi-Fi status quo vs two 4G LTE packages (SP1), the same with a possible 1-3 zl Wi-Fi fee (SP2), and two 4G packages without a status quo (SP3), varying Wi-Fi fee, 4G monthly fee, data limit and number of devices; outcome is the chosen alternative. (CC BY 4.0) Tjiong, J., Dekker, T., Hess, S., Giergiczny, M., Ojeda-Cabral, M., & Czajkowski, M. (2026). Capturing zero-price effects in stated choice surveys: Implications for willingness-to-pay and welfare. Journal of Choice Modelling, 58, 100582. | link |
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| tma | Data form the Taylor manifest anxiety scale. (CC BY 4.0) Taylor, J. (1953). "A personality scale of manifest anxiety". The Journal of Abnormal and Social Psychology, 48(2), 285-290. | link |
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| todor_2020_ikdc | Romanian IKDC Subjective Knee Evaluation Form (18 items) from 109 knee patients, with a retest about 4 days later for 55 of them (wave) (CC BY 4.0) Todor, A., Vermesan, D., Haragus, H., Patrascu, J. M., Timar, B., & Cosma, D. I. (2020). Cross-cultural adaptation and validation of the Romanian International Knee Documentation Committee-subjective knee form. PeerJ, 8, e8448. | link |
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| toenshoff_2025_climate_plans conjoint · source = "conj" |
German online respondents (n=2,191, Sept 2021) chose in 5 tasks between two climate policy plans varying annual cost, expected CO2 reduction, compensation (carbon dividend design) and competitiveness measure, after a randomized vignette (control / compensation / carbon tax); forced choice. (CC0 1.0) Toenshoff, C. L., Mares, I., & Scheve, K. (2025). Compensation, beliefs in state intervention, and support for the energy transition. Comparative Political Studies. | link |
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| toenshoff_2025_energy_candidates conjoint · source = "conj" |
German online respondents (n=2,191, Sept 2021, during the federal election campaign) chose in 5 tasks between two hypothetical Bundestag candidates varying gender, party, energy-transition, pension and migration positions; forced choice. (CC0 1.0) Toenshoff, C. L., Mares, I., & Scheve, K. (2025). Compensation, beliefs in state intervention, and support for the energy transition. Comparative Political Studies. | link |
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| toledanotoledano_2018_anxiety | 21-item anxiety inventory (0-4), 441 Mexican family caregivers of children with chronic diseases. (CC BY 4.0) Toledano-Toledano, F., & Contreras-Valdez, J. A. (2018). Validity and reliability of the Beck Depression Inventory II (BDI-II) in family caregivers of children with chronic diseases. PLOS ONE, 13(11), e0206917. | link |
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| toledanotoledano_2018_bdi2 | Beck Depression Inventory-II, 21 items (0-3), 441 Mexican family caregivers of children with chronic diseases. (CC BY 4.0) Toledano-Toledano, F., & Contreras-Valdez, J. A. (2018). Validity and reliability of the Beck Depression Inventory II (BDI-II) in family caregivers of children with chronic diseases. PLOS ONE, 13(11), e0206917. | link |
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| toledanotoledano_2018_caregiver_burden | 22-item caregiver burden scale (0-4), 441 Mexican family caregivers of children with chronic diseases. (CC BY 4.0) Toledano-Toledano, F., & Contreras-Valdez, J. A. (2018). Validity and reliability of the Beck Depression Inventory II (BDI-II) in family caregivers of children with chronic diseases. PLOS ONE, 13(11), e0206917. | link |
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| toledanotoledano_2018_parental_stress | 12-item parental stress scale (1-5), 441 Mexican family caregivers of children with chronic diseases. (CC BY 4.0) Toledano-Toledano, F., & Contreras-Valdez, J. A. (2018). Validity and reliability of the Beck Depression Inventory II (BDI-II) in family caregivers of children with chronic diseases. PLOS ONE, 13(11), e0206917. | link |
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| toledanotoledano_2018_quality_of_life | 26-item quality-of-life scale (1-5), 441 Mexican family caregivers of children with chronic diseases. (CC BY 4.0) Toledano-Toledano, F., & Contreras-Valdez, J. A. (2018). Validity and reliability of the Beck Depression Inventory II (BDI-II) in family caregivers of children with chronic diseases. PLOS ONE, 13(11), e0206917. | link |
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| toledanotoledano_2018_wellbeing | 10-item wellbeing scale (0-3), 441 Mexican family caregivers of children with chronic diseases. (CC BY 4.0) Toledano-Toledano, F., & Contreras-Valdez, J. A. (2018). Validity and reliability of the Beck Depression Inventory II (BDI-II) in family caregivers of children with chronic diseases. PLOS ONE, 13(11), e0206917. | link |
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| tolomeo_2026_crt | Cognitive Reflection Test, long form, Italian: 6 items scored 0/1 (CRT1-CRT6), administered alongside the Italian ICAR-16 as its convergent-validity measure. 494 Italian-speaking adults aged 18-78 (66.0% female), online. Same respondents and the same id as tolomeo_2026_icar16. cov_sex, cov_age, cov_education, cov_employment, cov_civil_status, cov_nationality, cov_region, the last five as the deposit's Italian labels. (CC BY 4.0) Tolomeo, E., Ceraudo, L., Balducci, M., & Liuzza, M. T. (2026). Italian adaptation and validation of the International Cognitive Ability Resource 16 sample test. Frontiers in Psychology, 17, 1998035. | link |
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| tolomeo_2026_icar16 | International Cognitive Ability Resource 16 sample test, Italian adaptation: 16 items scored 0/1 across the ICAR's four domains -- verbal reasoning (VR4, VR16, VR17, VR19), letter and number series (LN7, LN33, LN34, LN58), matrix reasoning (MR45, MR46, MR47, MR55) and three-dimensional rotation (R3D3, R3D4, R3D6, R3D8). 494 Italian-speaking adults aged 18-78 (66.0% female), online. Same respondents and the same id as tolomeo_2026_crt. cov_sex, cov_age, cov_education, cov_employment, cov_civil_status, cov_nationality, cov_region, the last five as the deposit's Italian labels. (CC BY 4.0) Tolomeo, E., Ceraudo, L., Balducci, M., & Liuzza, M. T. (2026). Italian adaptation and validation of the International Cognitive Ability Resource 16 sample test. Frontiers in Psychology, 17, 1998035. | link |
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| tomioka_2022_srh_future_needs | 7 binary indicators of future SRH-support challenge areas identified by nurses, same survey as tomioka_2022_srh_importance (CC BY 4.0) Tomioka A, Obama K, Okada H, Yamauchi E, Iwase K, Maru M (2022) Nurse's perceptions of support for sexual and reproductive issues in adolescents and young adults with cancer. PLoS ONE 17(6): e0265830. | link |
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| tomioka_2022_srh_importance | 2-item scale on nurses' perceived importance of explaining sexual/reproductive health (SRH) to adolescent/young-adult cancer patients, from a Japanese nurse survey (CC BY 4.0) Tomioka A, Obama K, Okada H, Yamauchi E, Iwase K, Maru M (2022) Nurse's perceptions of support for sexual and reproductive issues in adolescents and young adults with cancer. PLoS ONE 17(6): e0265830. | link |
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| tomioka_2022_srh_sufficiency | 4-item scale on nurses' perceived sufficiency of SRH information/support provided, same survey as tomioka_2022_srh_importance (CC BY 4.0) Tomioka A, Obama K, Okada H, Yamauchi E, Iwase K, Maru M (2022) Nurse's perceptions of support for sexual and reproductive issues in adolescents and young adults with cancer. PLoS ONE 17(6): e0265830. | link |
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| tomioka_2022_srh_support_types | 12 binary indicators of specific SRH support types nurses reported providing to patients, same survey as tomioka_2022_srh_importance (CC BY 4.0) Tomioka A, Obama K, Okada H, Yamauchi E, Iwase K, Maru M (2022) Nurse's perceptions of support for sexual and reproductive issues in adolescents and young adults with cancer. PLoS ONE 17(6): e0265830. | link |
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| tompa_2024_protein_sustainability conjoint · source = "conj" |
Hungarian adults (online survey 2022, n = 639) chose which of two protein-product cards (tofu, cheese, eggs, milk, pork, poultry, fish, almond) was more sustainable, or no choice, in 16 fixed choice sets where the card's nutritional score, ecological score and price were each shown or not. (CC0 1.0) Tompa, O., Kiss, A., Lakner, Z., Unger-Plasek, B., & Temesi, Á. (2024). Differences in perspectives on sustainability attributes of dietary protein sources between reduced animal-based dieters and nondieters. Humanities and Social Sciences Communications, 11, 1401. | link |
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| tomz_2019_israel_party conjoint · source = "conj" |
1,277 Israeli adults (March 2016, Hebrew) each compared four pairs of hypothetical parties varying in economic, religious and foreign policy, leader's military experience, gender and political experience, and whether it is a large party; choice, 0-100 preference and 0-10 rating. (CC0 1.0) Tomz, M., Weeks, J. L. P., & Yarhi-Milo, K. (2020). Public opinion and decisions about military force in democracies. International Organization, 74(1), 119-143. | link |
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| tomz_2019_us_party_apr conjoint · source = "conj" |
2,051 US adults (April-May 2017) each compared four pairs of hypothetical parties/candidates varying in economic, foreign and religious policy, years in politics, home region, gender and race; choice, 0-100 preference and 0-10 rating. (CC0 1.0) Tomz, M., Weeks, J. L. P., & Yarhi-Milo, K. (2020). Public opinion and decisions about military force in democracies. International Organization, 74(1), 119-143. | link |
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| tomz_2019_us_party_sep conjoint · source = "conj" |
1,580 US adults (Sept-Oct 2017) each compared four pairs of one Democratic and one Republican hypothetical candidate varying in foreign policy, years in politics, gender and race; choice, 0-100 preference and 0-10 rating. (CC0 1.0) Tomz, M., Weeks, J. L. P., & Yarhi-Milo, K. (2020). Public opinion and decisions about military force in democracies. International Organization, 74(1), 119-143. | link |
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| tomz_2020_ballistic conjoint · source = "conj" |
Vignette experiment: 1211 respondents (US Lucid sample (2018) in a ballistic-missile scenario, with the region also randomized) each read one scenario about a country developing ballistic missiles, randomized on region (4), regime (2) and human-rights record (2), and rated support for attacking its development sites (1 favor strongly to 5 oppose strongly). (CC0 1.0) Tomz, M. R., & Weeks, J. L. P. (2020). Human rights and public support for war. The Journal of Politics, 82(1), 182-194. | link |
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| tomz_2020_hr_war_africa conjoint · source = "conj" |
Vignette experiment: 763 respondents (US MTurk sample (appendix replication, 2012) with the country described as in Africa) each read one scenario about a country developing nuclear weapons, randomized on regime (democracy or not) and human-rights record (violates or not), and rated support for attacking its development sites (1 favor strongly to 5 oppose strongly). (CC0 1.0) Tomz, M. R., & Weeks, J. L. P. (2020). Human rights and public support for war. The Journal of Politics, 82(1), 182-194. | link |
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| tomz_2020_hr_war_uk conjoint · source = "conj" |
Vignette experiment: 1452 respondents (UK sample (SSI, 2014)) each read one scenario about a country developing nuclear weapons, randomized on regime (democracy or not) and human-rights record (violates or not), and rated support for attacking its development sites (1 favor strongly to 5 oppose strongly). (CC0 1.0) Tomz, M. R., & Weeks, J. L. P. (2020). Human rights and public support for war. The Journal of Politics, 82(1), 182-194. | link |
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| tomz_2020_hr_war_us conjoint · source = "conj" |
Vignette experiment: 1500 respondents (US YouGov sample (Main study, 2012)) each read one scenario about a country developing nuclear weapons, randomized on regime (democracy or not) and human-rights record (violates or not), and rated support for attacking its development sites (1 favor strongly to 5 oppose strongly). (CC0 1.0) Tomz, M. R., & Weeks, J. L. P. (2020). Human rights and public support for war. The Journal of Politics, 82(1), 182-194. | link |
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| tong_2017_flourishing | Flourishing Scale, 8 items, 1 strongly disagree to 7 strongly agree. 1,008 adult Macau residents, random household telephone survey (Traditional Chinese). 8/9 missing codes dropped. Covariates: perceived physical health, social class, gender, age, marital status, education, employment. (CC BY 4.0) Tong KK, Wang YY (2017) Validation of the flourishing scale and scale of positive and negative experience in a Chinese community sample. PLoS ONE 12(8): e0181616. https://doi.org/10.1371/journal.pone.0181616 | link |
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| tong_2017_spane | Scale of Positive and Negative Experience (SPANE), 12 items (SPANE_P positive, SPANE_N negative), 1 never to 5 always. 1,008 adult Macau residents, random household telephone survey (Traditional Chinese). 8/9 missing codes dropped. Covariates: perceived physical health, social class, gender, age, marital status, education, employment. (CC BY 4.0) Tong KK, Wang YY (2017) Validation of the flourishing scale and scale of positive and negative experience in a Chinese community sample. PLoS ONE 12(8): e0181616. https://doi.org/10.1371/journal.pone.0181616 | link |
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| tong_2017_swls | Satisfaction With Life Scale, 5 items, 1 strongly disagree to 7 strongly agree. 1,008 adult Macau residents, random household telephone survey (Traditional Chinese). 8/9 missing codes dropped. Covariates: perceived physical health, social class, gender, age, marital status, education, employment. (CC BY 4.0) Tong KK, Wang YY (2017) Validation of the flourishing scale and scale of positive and negative experience in a Chinese community sample. PLoS ONE 12(8): e0181616. https://doi.org/10.1371/journal.pone.0181616 | link |
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| tonkean_macaques_2016_2024 competitions · source = "comp" |
Tonkean macaque conflicts at automated testing machines (MALT), 38 animals, 2016-10 to 2024-08. One row per conflict, timestamped; recorded automatically. (CC BY 4.0) Ballesta, S., & Guerillon, A. (2025). MALT Macaque hierarchy of dominance and economic decisions (Version 1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15090088 | link |
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| torcal_2026_epade_candidates conjoint · source = "conj" |
EPADE panel respondents in Germany (995), Portugal (956) and the Netherlands (811) (online panel, wave 3, 2025-2026) chose between and rated 7 pairs of hypothetical candidates for head of government varying age, education and seven democratic-versus-authoritarian positions (law and order, cultural values, decision style, tax, institutional checks, civil society and media, crisis management). Outcomes: forced choice and 1-7 favourability. (CC BY 4.0) Torcal, M. (2026). Elections, Affective Polarization and Democratic Erosion in 10 Democracies (EPADE) [Data set]. OSF. | link |
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| torcal_2026_epade_candidates_chile conjoint · source = "conj" |
798 EPADE panel respondents in Chile (online panel, wave 3, 2026) chose between and rated 7 pairs of hypothetical presidential candidates varying age, education and seven democratic-versus-authoritarian positions. Outcomes: forced choice and 1-10 favourability. (CC BY 4.0) Torcal, M. (2026). Elections, Affective Polarization and Democratic Erosion in 10 Democracies (EPADE) [Data set]. OSF. | link |
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| torcal_2026_neighbours_argentina conjoint · source = "conj" |
TRI-POL panel respondents in Argentina (online panel, wave 3; 977 respondents, 975 in the authors' sample) chose which of two hypothetical families they would prefer as next-door neighbours in 12 pairs described by 10 attributes: regional identity, ideology, birthplace, couple type, party support, education, recycling, pet ownership, religion and politicisation. (CC0 1.0) Torcal, M., Comellas, J. M., & Vrânceanu, A. (2026). Social distance as a product of political identities: Evidence from a conjoint experiment in five countries. Political Science Research and Methods. | link |
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| torcal_2026_neighbours_chile conjoint · source = "conj" |
TRI-POL panel respondents in Chile (online panel, wave 3; 921 respondents, 916 in the authors' sample) chose which of two hypothetical families they would prefer as next-door neighbours in 12 pairs described by 10 attributes: regional identity, ideology, birthplace, couple type, party support, education, recycling, pet ownership, religion and politicisation. (CC0 1.0) Torcal, M., Comellas, J. M., & Vrânceanu, A. (2026). Social distance as a product of political identities: Evidence from a conjoint experiment in five countries. Political Science Research and Methods. | link |
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| torcal_2026_neighbours_italy conjoint · source = "conj" |
TRI-POL panel respondents in Italy (online panel, wave 3; 997 respondents, 986 in the authors' sample) chose which of two hypothetical families they would prefer as next-door neighbours in 12 pairs described by 11 (incl. vaccination) attributes: regional identity, ideology, birthplace, couple type, party support, education, recycling, pet ownership, religion and politicisation. (CC0 1.0) Torcal, M., Comellas, J. M., & Vrânceanu, A. (2026). Social distance as a product of political identities: Evidence from a conjoint experiment in five countries. Political Science Research and Methods. | link |
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| torcal_2026_neighbours_portugal conjoint · source = "conj" |
TRI-POL panel respondents in Portugal (online panel, wave 3; 823 respondents, 821 in the authors' sample) chose which of two hypothetical families they would prefer as next-door neighbours in 12 pairs described by 10 attributes: regional identity, ideology, birthplace, couple type, party support, education, recycling, pet ownership, religion and politicisation. (CC0 1.0) Torcal, M., Comellas, J. M., & Vrânceanu, A. (2026). Social distance as a product of political identities: Evidence from a conjoint experiment in five countries. Political Science Research and Methods. | link |
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| torcal_2026_neighbours_spain conjoint · source = "conj" |
TRI-POL panel respondents in Spain (online panel, wave 3; 1,080 respondents, 1,071 in the authors' sample) chose which of two hypothetical families they would prefer as next-door neighbours in 12 pairs described by 11 (incl. language) attributes: regional identity, ideology, birthplace, couple type, party support, education, recycling, pet ownership, religion and politicisation. (CC0 1.0) Torcal, M., Comellas, J. M., & Vrânceanu, A. (2026). Social distance as a product of political identities: Evidence from a conjoint experiment in five countries. Political Science Research and Methods. | link |
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| torices_2025_bapq | Broad Autism Phenotype Questionnaire (BAPQ) in adults; N=108, 36 items, 1-6 Likert (CC BY 4.0) Torices Callejo, L. (2025). LTCAnsiTEA: Data for article: Mediating effect of cognitive rigidity on the relationship between autism and anxiety in adults [Dataset]. Figshare. DOI: 10.6084/m9.figshare.28188872.v1 | link |
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| torices_2025_dflex | D'Flex cognitive flexibility scale in adults; N=108, 24 items, 1-6 Likert (CC BY 4.0) Torices Callejo, L. (2025). LTCAnsiTEA: Data for article: Mediating effect of cognitive rigidity on the relationship between autism and anxiety in adults [Dataset]. Figshare. DOI: 10.6084/m9.figshare.28188872.v1 | link |
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| torices_2025_isra_b | ISRA(b) anxiety symptom inventory in adults; N=108, 24 items, 0-4 Likert (CC BY 4.0) Torices Callejo, L. (2025). LTCAnsiTEA: Data for article: Mediating effect of cognitive rigidity on the relationship between autism and anxiety in adults [Dataset]. Figshare. DOI: 10.6084/m9.figshare.28188872.v1 | link |
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| torices_2025_isra_b_sit | ISRA(b)-SIT situational anxiety inventory in adults; N=108, 22 items, 0-4 Likert (CC BY 4.0) Torices Callejo, L. (2025). LTCAnsiTEA: Data for article: Mediating effect of cognitive rigidity on the relationship between autism and anxiety in adults [Dataset]. Figshare. DOI: 10.6084/m9.figshare.28188872.v1 | link |
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| tornoczky_2026_dass21 | Hungarian Depression Anxiety Stress Scales (DASS-21, 0-3) completed by 782 Hungarian adults. (CC BY 4.0) Tornóczky, G. J., & Szabo, A. (2026). Validation of the 21 item Hungarian Depression, Anxiety, and Stress Scale [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22031833 | link |
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| tornoczky_2026_panas | Positive and Negative Affect Schedule (PANAS, 20 items, 1-5) completed by 782 Hungarian adults in a DASS-21 validation study. (CC BY 4.0) Tornóczky, G. J., & Szabo, A. (2026). Validation of the 21 item Hungarian Depression, Anxiety, and Stress Scale [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22031833 | link |
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| tornoczky_2026_swls | Satisfaction With Life Scale (SWLS, 5 items, 1-7) completed by 782 Hungarian adults in a DASS-21 validation study. (CC BY 4.0) Tornóczky, G. J., & Szabo, A. (2026). Validation of the 21 item Hungarian Depression, Anxiety, and Stress Scale [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22031833 | link |
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| tornoczky_2026_who5 | WHO-5 Well-Being Index administered on a 4-point scale (scored 0-3) to 782 Hungarian adults in a DASS-21 validation study. (CC BY 4.0) Tornóczky, G. J., & Szabo, A. (2026). Validation of the 21 item Hungarian Depression, Anxiety, and Stress Scale [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22031833 | link |
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| torok_2025_ai_acceptance | Acceptance of artificial intelligence in 4 named domains, 1-3 scale, a nationally representative CATI sample of Hungarian adults, fielded 2019. 3,795 responses from 975 respondents on 4 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_data_disclosure | Willingness to disclose each of 8 kinds of personal data in exchange for a free service, yes/no, a nationally representative CATI sample of Hungarian adults, fielded 2019. 7,830 responses from 1,001 respondents on 8 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_data_security | How secure personal data is felt to be with each of 12 named institutions and platforms, 1-4 scale, a nationally representative CATI sample of Hungarian adults, fielded 2019. 10,851 responses from 997 respondents on 12 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_discourse_responsibility | How far each of 6 named actors should be responsible for improving the quality of online discourse, 1-5 scale, a nationally representative CATI sample of Hungarian adults, fielded 2019. 5,441 responses from 940 respondents on 6 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_facebook_uses | Agreement with 4 statements about what Facebook is good for, 1-5 scale, a nationally representative CATI sample of Hungarian adults, fielded 2019. 3,237 responses from 824 respondents on 4 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_internet_use_frequency | Frequency of using the internet for 18 named purposes, 1-5 frequency scale, a nationally representative CATI sample of Hungarian adults, fielded 2019. 14,091 responses from 786 respondents on 18 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_legality_beliefs | Beliefs about whether each of 8 online acts is lawful, yes/no, a nationally representative CATI sample of Hungarian adults, fielded 2019; the stem asks for the respondent's own opinion and no answer key is shipped -- the battery mixes four copyright-infringement acts with two that are lawful (using Bitcoin, transferring money outside the EU), so scoring for correctness would reverse two of the eight items. 6,849 responses from 957 respondents on 8 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_manipulation_fear | Fear of being manipulated by 13 named online actors and platforms, 1-5 scale, a nationally representative CATI sample of Hungarian adults, fielded 2019. 9,983 responses from 782 respondents on 13 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_news_consumption | How news of five kinds is consumed (ignored, read if encountered, actively sought), 5 items on a 1-3 scale, a nationally representative CATI sample of Hungarian adults, fielded 2019. 3,194 responses from 640 respondents on 5 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_news_source_frequency | Frequency of using 8 information sources for world news, 1-5 frequency scale, a nationally representative CATI sample of Hungarian adults, fielded 2019. 7,348 responses from 1,003 respondents on 8 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_news_source_trust | Trust in the credibility of information from 8 named sources, 1-5 scale, a nationally representative CATI sample of Hungarian adults, fielded 2019. 4,875 responses from 986 respondents on 8 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| torok_2025_social_media_effects | Agreement with 4 statements about the effects of online contact on relationships, 1-5 scale, a nationally representative CATI sample of Hungarian adults, fielded 2019. 3,812 responses from 980 respondents on 4 items. (CC BY 4.0) Torok, B., Rab, A., Punkosty, A., Labody, P., Sorban, K., Menyhard, A., Szikora, T., Vadasz, P., & Zodi, Z. (2025). Trust, Awareness, and Risk Perception in the Online Environment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15168213 | link |
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| tpi_vangsness_2019 | Tuckman’s Procrastination Scale (CC BY 4.0) Vangsness, L., Voss, N. M., Maddox, N., Devereaux, V., Martin, E., & Nystrom, C. (2022, January 24). Self-Report Measures of Procrastination Exhibit Inconsistent Concurrent Validity, Predictive Validity, and Psychometric Properties. https://doi.org/10.17605/OSF.IO/R7WCX | link |
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| tran_2023_gad7 | GAD-7 (7 items), Vietnamese new-entry medical students, N=400 (CC BY 4.0) Tran TTT, Luu MN, Tran LL, Nguyen D, Quach DT, Hiyama T (2023). Association of mental health conditions and functional gastrointestinal disorders among Vietnamese new-entry medical students. PLOS ONE, 18(7), e0289123. https://doi.org/10.1371/journal.pone.0289123 | link |
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| tran_2023_gi_symptoms | 11-item binary GI-symptom-presence checklist (the paper's focal screening items for functional GI disorders), Vietnamese new-entry medical students, N=400 (CC BY 4.0) Tran TTT, Luu MN, Tran LL, Nguyen D, Quach DT, Hiyama T (2023). Association of mental health conditions and functional gastrointestinal disorders among Vietnamese new-entry medical students. PLOS ONE, 18(7), e0289123. https://doi.org/10.1371/journal.pone.0289123 | link |
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| tran_2023_phq9 | PHQ-9 (9 items), Vietnamese new-entry medical students, N=400 (CC BY 4.0) Tran TTT, Luu MN, Tran LL, Nguyen D, Quach DT, Hiyama T (2023). Association of mental health conditions and functional gastrointestinal disorders among Vietnamese new-entry medical students. PLOS ONE, 18(7), e0289123. https://doi.org/10.1371/journal.pone.0289123 | link |
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| tran_2026_ai_advisory_transparency | Perceived AI advisory transparency, 3 items, 1 strongly disagree to 5 strongly agree. 249 retail investors. Covariates: gender, age group, education, income, investment experience, risk tolerance. (CC BY 4.0) Tran MT, Paseková M (2026) Digital financial literacy and trust in hybrid AI advisory: Explaining perceived private wealth management capability among digitally engaged retail investors in an emerging market. PLoS ONE 21(10): e0353922. https://doi.org/10.1371/journal.pone.0353922 | link |
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| tran_2026_cyber_risk_self_protection | Cyber-risk self-protection, 3 items, 1 strongly disagree to 5 strongly agree. 249 retail investors. Covariates: gender, age group, education, income, investment experience, risk tolerance. (CC BY 4.0) Tran MT, Paseková M (2026) Digital financial literacy and trust in hybrid AI advisory: Explaining perceived private wealth management capability among digitally engaged retail investors in an emerging market. PLoS ONE 21(10): e0353922. https://doi.org/10.1371/journal.pone.0353922 | link |
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| tran_2026_digital_financial_literacy | Digital financial literacy, 3 items, 1 strongly disagree to 5 strongly agree. 249 retail investors. Covariates: gender, age group, education, income, investment experience, risk tolerance. (CC BY 4.0) Tran MT, Paseková M (2026) Digital financial literacy and trust in hybrid AI advisory: Explaining perceived private wealth management capability among digitally engaged retail investors in an emerging market. PLoS ONE 21(10): e0353922. https://doi.org/10.1371/journal.pone.0353922 | link |
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| tran_2026_digital_wealth_mgmt_behavior | Digital wealth management behavior, 3 items, 1 strongly disagree to 5 strongly agree. 249 retail investors. Covariates: gender, age group, education, income, investment experience, risk tolerance. (CC BY 4.0) Tran MT, Paseková M (2026) Digital financial literacy and trust in hybrid AI advisory: Explaining perceived private wealth management capability among digitally engaged retail investors in an emerging market. PLoS ONE 21(10): e0353922. https://doi.org/10.1371/journal.pone.0353922 | link |
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| tran_2026_eq5d | EQ-5D-5L descriptive system, 5 items, coded 0-4. 187 rheumatoid arthritis patients, Bach Mai Hospital, Hanoi, Vietnam, 2024. Covariates: inpatient/outpatient, location. (CC BY 4.0) Tran HTT, Duong TM, Nguyen TV, Le HTT, Doan HT, Nguyen YH, et al. (2026) Suicidal ideation and interrelated psychiatric disturbances in rheumatoid arthritis: Evidence from a Vietnamese cohort. PLoS ONE 21(3): e0342909. https://doi.org/10.1371/journal.pone.0342909 | link |
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| tran_2026_hama | Hamilton Anxiety Rating Scale, 14 items, 0-4. 187 rheumatoid arthritis patients, Bach Mai Hospital, Hanoi, Vietnam, 2024. Covariates: inpatient/outpatient, location. (CC BY 4.0) Tran HTT, Duong TM, Nguyen TV, Le HTT, Doan HT, Nguyen YH, et al. (2026) Suicidal ideation and interrelated psychiatric disturbances in rheumatoid arthritis: Evidence from a Vietnamese cohort. PLoS ONE 21(3): e0342909. https://doi.org/10.1371/journal.pone.0342909 | link |
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| tran_2026_investment_knowledge | Investment and wealth knowledge, 3 items, 1 strongly disagree to 5 strongly agree. 249 retail investors. Covariates: gender, age group, education, income, investment experience, risk tolerance. (CC BY 4.0) Tran MT, Paseková M (2026) Digital financial literacy and trust in hybrid AI advisory: Explaining perceived private wealth management capability among digitally engaged retail investors in an emerging market. PLoS ONE 21(10): e0353922. https://doi.org/10.1371/journal.pone.0353922 | link |
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| tran_2026_isi | Insomnia Severity Index, 7 items, 0-4. 187 rheumatoid arthritis patients, Bach Mai Hospital, Hanoi, Vietnam, 2024. Covariates: inpatient/outpatient, location. (CC BY 4.0) Tran HTT, Duong TM, Nguyen TV, Le HTT, Doan HT, Nguyen YH, et al. (2026) Suicidal ideation and interrelated psychiatric disturbances in rheumatoid arthritis: Evidence from a Vietnamese cohort. PLoS ONE 21(3): e0342909. https://doi.org/10.1371/journal.pone.0342909 | link |
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| tran_2026_madrs | Montgomery-Asberg Depression Rating Scale, 10 items, 0-6, clinician-rated. 187 rheumatoid arthritis patients, Bach Mai Hospital, Hanoi, Vietnam, 2024. Covariates: inpatient/outpatient, location. (CC BY 4.0) Tran HTT, Duong TM, Nguyen TV, Le HTT, Doan HT, Nguyen YH, et al. (2026) Suicidal ideation and interrelated psychiatric disturbances in rheumatoid arthritis: Evidence from a Vietnamese cohort. PLoS ONE 21(3): e0342909. https://doi.org/10.1371/journal.pone.0342909 | link |
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| tran_2026_phq9 | PHQ-9, 9 items, 0-3. 187 rheumatoid arthritis patients, Bach Mai Hospital, Hanoi, Vietnam, 2024. Covariates: inpatient/outpatient, location. (CC BY 4.0) Tran HTT, Duong TM, Nguyen TV, Le HTT, Doan HT, Nguyen YH, et al. (2026) Suicidal ideation and interrelated psychiatric disturbances in rheumatoid arthritis: Evidence from a Vietnamese cohort. PLoS ONE 21(3): e0342909. https://doi.org/10.1371/journal.pone.0342909 | link |
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| tran_2026_trust_hybrid_ai_advisory | Trust in hybrid AI advisory, 3 items, 1 strongly disagree to 5 strongly agree. 249 retail investors. Covariates: gender, age group, education, income, investment experience, risk tolerance. (CC BY 4.0) Tran MT, Paseková M (2026) Digital financial literacy and trust in hybrid AI advisory: Explaining perceived private wealth management capability among digitally engaged retail investors in an emerging market. PLoS ONE 21(10): e0353922. https://doi.org/10.1371/journal.pone.0353922 | link |
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| tran_2026_wealth_mgmt_capability | Perceived private wealth management capability, 3 items, 1 strongly disagree to 5 strongly agree. 249 retail investors. Covariates: gender, age group, education, income, investment experience, risk tolerance. (CC BY 4.0) Tran MT, Paseková M (2026) Digital financial literacy and trust in hybrid AI advisory: Explaining perceived private wealth management capability among digitally engaged retail investors in an emerging market. PLoS ONE 21(10): e0353922. https://doi.org/10.1371/journal.pone.0353922 | link |
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| trang_2023_vocabulary_beliefs | 10 vocabulary-learning belief items from Gu's (2018) Vocabulary Learning Questionnaire, 1-7, Vietnamese learners of English. 722 respondents x 10 items = 7220 responses. (CC BY 4.0) Trang, N., Truong, D., & Ha, H. (2023). Quantifying vocabulary learning belief and strategy - A validation study of the Vietnamese version of Gu's (2018) vocabulary learning questionnaire. Heliyon, 9, e16009. https://doi.org/10.1016/j.heliyon.2023.e16009 | link |
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| trang_2023_vocabulary_strategies | 52 vocabulary-learning strategy items (metacognitive, inferencing, dictionary, note-taking, rehearsal, encoding, activation), 1-7. 722 respondents x 52 items = 37544 responses. (CC BY 4.0) Trang, N., Truong, D., & Ha, H. (2023). Quantifying vocabulary learning belief and strategy - A validation study of the Vietnamese version of Gu's (2018) vocabulary learning questionnaire. Heliyon, 9, e16009. https://doi.org/10.1016/j.heliyon.2023.e16009 | link |
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| transreas_mokken | Transitive reasoning tasks (GPL-3.0) Verweij, A. C., Sijtsma, K., & Koops, W. (1996). A Mokken scale for transitive reasoning suited for longitudinal research. International Journal of Behavioral Development, 23, 241-264. doi: 10.1177/016502549601900115 | link |
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| transyouth_leshin_2026_parents_anx | Parent-reported anxiety symptoms over the past week (PROMIS) (CC BY-NC 4.0) Leshin, R. A., Kodipady, A., F. Raber, G., Gallagher, N. M., & Olson, K. R. (2026). Reduced Mental Health and Well-Being in Parents of Transgender Youth Following the 2025 U.S. Presidential Inauguration. Psychological Science, 37(8), 586-599. | link |
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| transyouth_leshin_2026_parents_dep | Parent-reported depressive symptoms over the past week (PROMIS) (CC BY-NC 4.0) Leshin, R. A., Kodipady, A., F. Raber, G., Gallagher, N. M., & Olson, K. R. (2026). Reduced Mental Health and Well-Being in Parents of Transgender Youth Following the 2025 U.S. Presidential Inauguration. Psychological Science, 37(8), 586-599. | link |
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| transyouth_leshin_2026_parents_posaff | Parent-reported positive affect and cheerfulness (PROMIS, 15 items) (CC BY-NC 4.0) Leshin, R. A., Kodipady, A., F. Raber, G., Gallagher, N. M., & Olson, K. R. (2026). Reduced Mental Health and Well-Being in Parents of Transgender Youth Following the 2025 U.S. Presidential Inauguration. Psychological Science, 37(8), 586-599. | link |
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| transyouth_leshin_2026_parents_support | Parent's perceived social support across relationship types (3 items) (CC BY-NC 4.0) Leshin, R. A., Kodipady, A., F. Raber, G., Gallagher, N. M., & Olson, K. R. (2026). Reduced Mental Health and Well-Being in Parents of Transgender Youth Following the 2025 U.S. Presidential Inauguration. Psychological Science, 37(8), 586-599. | link |
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| transyouth_leshin_2026_youth_anx | Youth-reported anxiety symptoms over the past week (PROMIS) (CC BY-NC 4.0) Leshin, R. A., Kodipady, A., F. Raber, G., Gallagher, N. M., & Olson, K. R. (2026). Reduced Mental Health and Well-Being in Parents of Transgender Youth Following the 2025 U.S. Presidential Inauguration. Psychological Science, 37(8), 586-599. | link |
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| transyouth_leshin_2026_youth_dep | Youth-reported depressive symptoms over the past week (PROMIS) (CC BY-NC 4.0) Leshin, R. A., Kodipady, A., F. Raber, G., Gallagher, N. M., & Olson, K. R. (2026). Reduced Mental Health and Well-Being in Parents of Transgender Youth Following the 2025 U.S. Presidential Inauguration. Psychological Science, 37(8), 586-599. | link |
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| transyouth_leshin_2026_youth_posaff | Youth-reported positive affect and cheerfulness (PROMIS, 8 items) (CC BY-NC 4.0) Leshin, R. A., Kodipady, A., F. Raber, G., Gallagher, N. M., & Olson, K. R. (2026). Reduced Mental Health and Well-Being in Parents of Transgender Youth Following the 2025 U.S. Presidential Inauguration. Psychological Science, 37(8), 586-599. | link |
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| tranvag_2021_precision_medicine conjoint · source = "conj" |
Norwegian physicians who treat cancer patients (n = 131) chose which of two patients to give a new expensive cancer drug, patients varying on biomarker status, ECOG performance score, age, sex, comorbidity, smoking status and education, up to 6 tasks; forced choice. (CC BY 4.0) Tranvåg, E. J., Strand, R., Ottersen, T., & Norheim, O. F. (2021). Precision medicine and the principle of equal treatment: a conjoint analysis. BMC Medical Ethics, 22, 55. | link |
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| traunmuller_2020_religion_vignette conjoint · source = "conj" |
Vignette experiment: 4,356 British panel respondents (2015) each read about one group (native Britons or immigrants from Nigeria or Bulgaria; devout, non-practising or radical; Christians or Muslims) whose demonstrations the authorities propose to ban or permit; outcomes are support for the proposal, feelings thermometer, deservingness and rights to vote and hold office. (CC0 1.0) Traunmüller, R., & Helbling, M. (2020). Backlash to policy decisions: How citizens react to immigrants' rights to demonstrate. Political Science Research and Methods, 10(2), 279-297. | link |
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| trees_sirt | Fifteen forest managers (items) classified 387 trees (ids) for removal. (GPL-3.0) Pommerening, A., Pallarés Ramos, C., Kędziora, W., Haufe, J., & Stoyan, D. (2018). Rating experiments in forestry: How much agreement is there in tree marking?. PLoS One, 13(3), e0194747. | link |
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| treger_2022_policy_party_cues conjoint · source = "conj" |
US adults (n = 1,370, Lucid) compared 8 pairs of low-salience policy proposals (safety, health, welfare, morals) whose policy instrument, reported public support, reported effectiveness, promoter (including a Democratic or Republican politician) and implementation timing were randomized; they chose the preferred proposal of each pair and rated support for each (1-7). (CC0 1.0) Treger, C. (2022). Before the party hijacks: The limited role of party cues in appraisal of low-salience policies: Experimental evidence. Public Opinion Quarterly, 86(4), 955-967. | link |
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| treger_2025_policy_tools_il conjoint · source = "conj" |
Israeli online respondents (n = 1,170) each compared 8 pairs of proposed public policies (2 per domain: safety, health, welfare, morals) varying on 5 attributes (coercion level of the policy tool, public support, effectiveness, promoter, implementation date); outcomes are a forced choice and a 1-7 support rating. (CC0 1.0) Treger, C. (2025). Changing the lens: The contingency of results from conjoint experiments on the outcome variable and the estimand. Research & Politics. | link |
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| treger_2025_policy_tools_us conjoint · source = "conj" |
US online respondents (n = 1,570) each compared 8 pairs of proposed public policies (2 per domain: safety, health, welfare, morals) varying on 5 attributes (coercion level of the policy tool, public support, effectiveness, promoter, implementation date); outcomes are a forced choice and a 1-7 support rating. (CC0 1.0) Treger, C. (2025). Changing the lens: The contingency of results from conjoint experiments on the outcome variable and the estimand. Research & Politics. | link |
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| treger_2026_party_or_policy conjoint · source = "conj" |
Canadian respondents (n = 1,131) each chose between and rated (1-7) three pairs of hypothetical candidates varying gender, experience, six policy positions and, in a randomized arm, party label (Conservative/Liberal). (CC0 1.0) Treger, C., Galipeau, T., Bergeron, T., Lachance, S., Goel, N., Islam, M. M., Lee-Whiting, B., Magistro, B., & Loewen, P. J. (2026). Party or policy? The role of policy partisanship in voter decision-making. Political Behavior. | link |
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| treglown_2016_burnout | Copenhagen Burnout Inventory, work-related burnout scale, 6 items, 1-5, 451 ambulance personnel assessed for selection and development. Item 4 is deposited only reverse-scored (BOUT4REC). (CC BY 4.0) Treglown, L., Palaiou, K., Zarola, A., & Furnham, A. (2016). The Dark Side of Resilience and Burnout: A Moderation-Mediation Model. PLOS ONE, 11(6), e0156279. | link |
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| treglown_2016_rs14 | Resilience Scale-14 (RS-14), 14 items, 1-7, 451 ambulance personnel assessed for selection and development. (CC BY 4.0) Treglown, L., Palaiou, K., Zarola, A., & Furnham, A. (2016). The Dark Side of Resilience and Burnout: A Moderation-Mediation Model. PLOS ONE, 11(6), e0156279. | link |
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| trevisan_2018_aq | A psychometric evaluation of the Multidimensional Social Competence Scale (MSCS) and Autism Quotient (AQ-50) (CC BY 4.0) Trevisan, D. A., Tafreshi, D., Slaney, K. L. et al. (2018). A psychometric evaluation of the Multidimensional Social Competence Scale (MSCS). PLOS ONE. https://doi.org/10.1371/journal.pone.0206800 | link |
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| trevisan_2018_mscs | A psychometric evaluation of the Multidimensional Social Competence Scale (MSCS) and Autism Quotient (AQ-50) (CC BY 4.0) Trevisan, D. A., Tafreshi, D., Slaney, K. L. et al. (2018). A psychometric evaluation of the Multidimensional Social Competence Scale (MSCS). PLOS ONE. https://doi.org/10.1371/journal.pone.0206800 | link |
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| trexler_2025_ideology_labels conjoint · source = "conj" |
Paired candidate conjoint: 2,550 US online respondents (2023) made 7 choices between two candidates, each shown with five issue positions drawn from a pool of 27 issues and an ideology label (eight labels or none), in a general-election or a Democratic/Republican primary arm; outcome is a 4-point A-vs-B preference stored as choice plus the raw code. (CC BY 4.0) Trexler, A., & Johnston, C. D. (2025). An ideology by any other name. Political Behavior, 47(1), 385-409. | link |
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| triana_2025_behavioural_intention | 3 behavioural-intention items (1-5), 141 SME owners (CC BY 4.0) Triana, I., Prihandoko, D., & Hidayat, C. (2025). SMEs' digital payment adoption: UTAUT model with digital literacy. Zenodo. | link |
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| triana_2025_digital_literacy | 4 digital-literacy items (1-5), 141 SME owners (CC BY 4.0) Triana, I., Prihandoko, D., & Hidayat, C. (2025). SMEs' digital payment adoption: UTAUT model with digital literacy. Zenodo. | link |
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| triana_2025_effort_expectancy | 3 UTAUT effort-expectancy items (1-5), 141 SME owners (CC BY 4.0) Triana, I., Prihandoko, D., & Hidayat, C. (2025). SMEs' digital payment adoption: UTAUT model with digital literacy. Zenodo. | link |
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| triana_2025_facilitating_conditions | 3 UTAUT facilitating-conditions items (1-5), 141 SME owners (CC BY 4.0) Triana, I., Prihandoko, D., & Hidayat, C. (2025). SMEs' digital payment adoption: UTAUT model with digital literacy. Zenodo. | link |
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| triana_2025_performance_expectancy | 5 UTAUT performance-expectancy items (1-5), 141 Indonesian SME owners (CC BY 4.0) Triana, I., Prihandoko, D., & Hidayat, C. (2025). SMEs' digital payment adoption: UTAUT model with digital literacy. Zenodo. | link |
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| triana_2025_social_influence | 3 UTAUT social-influence items (1-5), 141 SME owners (CC BY 4.0) Triana, I., Prihandoko, D., & Hidayat, C. (2025). SMEs' digital payment adoption: UTAUT model with digital literacy. Zenodo. | link |
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| trinh_2026_family_wealth_transfers conjoint · source = "conj" |
German adults aged 40+ (Kantar online, Dec 2022; representative sample plus an affluent oversample, n = 2,992) each rated four vignettes about parents dividing a family business, house and cash between two siblings, on whether the focal child's share was too little (-5), appropriate (0) or too much (+5). (CC BY-NC 4.0) Trinh, N. A., Tisch, D., & Schechtl, M. (2026). The (in)appropriateness of inequality: A factorial survey experiment on wealth transfers within families. Social Forces. | link |
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| trivia_fastrich_2017 | The current study established a normative database for 244 trivia questions with a large sample (N = 1498) and examined how pre-answer interest (i.e., interest in the question) and post-answer interest (i.e., interest in the answer) relate to learning performance (CC BY 4.0) Fastrich, G. M., Kerr, T., Castel, A. D., & Murayama, K. (2018). The role of interest in memory for trivia questions: An investigation with a large-scale database. Motivation Science, 4(3), 227–250. https://doi.org/10.1037/mot0000087 | link |
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| trog_brinchmann_2019 | Scores from 217 Norwegian children on the clustered items of the Norwegian adaptation of the Test for Reception of Grammar (TROG-2; Bishop, 2003), across three annual assessments; used in Brinchmann et al. (2019) to study longitudinal vocabulary and grammar development (GPL-2.0) Brinchmann, E. I., Braeken, J., & Lyster, S.-A. H. (2019). Is there a direct relation between the development of vocabulary and grammar? Developmental Science, 22(1), e12709. https://doi.org/10.1111/desc.12709 | link |
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| trondle_2023_phaseout_heating conjoint · source = "conj" |
German adults (online panel, February-March 2022, n = 1,870) compared 5 pairs of policy packages for phasing out fossil heating systems (building sector), varying the phase-out year, a purchase measure, a use measure (purchase taxes/bans on fossil heating, fuel taxes or mandatory replacement of old fossil heating) and a supporting measure; outcomes are a forced choice and a 1-5 support rating of each package. A framing (phase-out vs renewables) was randomized between respondents. (CC BY 4.0) Tröndle, T., Annaheim, J., Hoppe, J., Hanger-Kopp, S., & Patt, A. (2023). Public preferences for phasing-out fossil fuels in the German building and transport sectors. Environmental Research Communications, 5(8). | link |
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| trondle_2023_phaseout_transport conjoint · source = "conj" |
German adults (online panel, February-March 2022, n = 1,870) compared 5 pairs of policy packages for phasing out fossil combustion-engine cars (private transport), varying the phase-out year, a purchase measure, a use measure (purchase taxes/bans on combustion cars, fuel taxes or inner-city driving bans) and a supporting measure; outcomes are a forced choice and a 1-5 support rating of each package. A framing (phase-out vs renewables) was randomized between respondents. (CC BY 4.0) Tröndle, T., Annaheim, J., Hoppe, J., Hanger-Kopp, S., & Patt, A. (2023). Public preferences for phasing-out fossil fuels in the German building and transport sectors. Environmental Research Communications, 5(8). | link |
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| trumbull_2024_aim | Affect Intensity Measure short form (negative intensity and negative reactivity, 6 items each), 1-6. 377 MTurk adults. (CC0 1.0) Trumbull J, Lanier N, McMahon K, Guetta R, Rosenthal MZ (2024). Using a standardized sound set to help characterize misophonia: The International Affective Digitized Sounds. PLOS ONE 19(5):e0301105. https://doi.org/10.1371/journal.pone.0301105 | link |
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| trumbull_2024_iads_arousal | Self-Assessment Manikin arousal ratings of 167 IADS-2 sounds, 1 calm .. 9 excited; blocked design, ~126 raters per sound. 377 MTurk adults with and without misophonia. (CC0 1.0) Trumbull J, Lanier N, McMahon K, Guetta R, Rosenthal MZ (2024). Using a standardized sound set to help characterize misophonia: The International Affective Digitized Sounds. PLOS ONE 19(5):e0301105. https://doi.org/10.1371/journal.pone.0301105 | link |
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| trumbull_2024_iads_avoidance | Ratings of how much the respondent would avoid each of 167 IADS-2 sounds in everyday life, 1 not at all .. 9 exactly; blocked design. 377 MTurk adults with and without misophonia. (CC0 1.0) Trumbull J, Lanier N, McMahon K, Guetta R, Rosenthal MZ (2024). Using a standardized sound set to help characterize misophonia: The International Affective Digitized Sounds. PLOS ONE 19(5):e0301105. https://doi.org/10.1371/journal.pone.0301105 | link |
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| trumbull_2024_iads_similarity | Ratings of how much each of 167 IADS-2 sounds resembles the respondent's everyday bothersome sounds, 1 not at all .. 9 exactly; blocked design. 377 MTurk adults with and without misophonia. (CC0 1.0) Trumbull J, Lanier N, McMahon K, Guetta R, Rosenthal MZ (2024). Using a standardized sound set to help characterize misophonia: The International Affective Digitized Sounds. PLOS ONE 19(5):e0301105. https://doi.org/10.1371/journal.pone.0301105 | link |
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| trumbull_2024_iads_valence | Self-Assessment Manikin valence ratings of 167 IADS-2 sounds (items S1..S167 as numbered in the Qualtrics export), 1 most negative .. 9 most positive; each participant rated one of three blocks (~126 raters per sound). 377 MTurk adults with and without misophonia. (CC0 1.0) Trumbull J, Lanier N, McMahon K, Guetta R, Rosenthal MZ (2024). Using a standardized sound set to help characterize misophonia: The International Affective Digitized Sounds. PLOS ONE 19(5):e0301105. https://doi.org/10.1371/journal.pone.0301105 | link |
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| trumbull_2024_iip47 | Inventory of Interpersonal Problems, 47-item short form, 1-5. 377 MTurk adults. (CC0 1.0) Trumbull J, Lanier N, McMahon K, Guetta R, Rosenthal MZ (2024). Using a standardized sound set to help characterize misophonia: The International Affective Digitized Sounds. PLOS ONE 19(5):e0301105. https://doi.org/10.1371/journal.pone.0301105 | link |
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| trumbull_2024_mq | Misophonia Questionnaire (Wu et al. 2014), sound sensitivity (7) and emotion/behaviour (10) items, 0-4. 377 MTurk adults (misophonia and control groups, cov_group). (CC0 1.0) Trumbull J, Lanier N, McMahon K, Guetta R, Rosenthal MZ (2024). Using a standardized sound set to help characterize misophonia: The International Affective Digitized Sounds. PLOS ONE 19(5):e0301105. https://doi.org/10.1371/journal.pone.0301105 | link |
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| trumbull_2024_pai_bor | Personality Assessment Inventory Borderline Features scale, 24 items, 1-4 as administered (false .. very true), reverse-keyed items raw. 377 MTurk adults. (CC0 1.0) Trumbull J, Lanier N, McMahon K, Guetta R, Rosenthal MZ (2024). Using a standardized sound set to help characterize misophonia: The International Affective Digitized Sounds. PLOS ONE 19(5):e0301105. https://doi.org/10.1371/journal.pone.0301105 | link |
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| trumbull_2024_panas | Positive and Negative Affect Schedule, 20 items, 1-5. 377 MTurk adults (misophonia and control groups). (CC0 1.0) Trumbull J, Lanier N, McMahon K, Guetta R, Rosenthal MZ (2024). Using a standardized sound set to help characterize misophonia: The International Affective Digitized Sounds. PLOS ONE 19(5):e0301105. https://doi.org/10.1371/journal.pone.0301105 | link |
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| trumbull_2024_snap_ocpd | SNAP obsessive-compulsive personality disorder items, 25 true/false items (1 = true, 0 = false). 377 MTurk adults. (CC0 1.0) Trumbull J, Lanier N, McMahon K, Guetta R, Rosenthal MZ (2024). Using a standardized sound set to help characterize misophonia: The International Affective Digitized Sounds. PLOS ONE 19(5):e0301105. https://doi.org/10.1371/journal.pone.0301105 | link |
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| trump_2025_tax_rich_dk conjoint · source = "conj" |
Danish adults (YouGov quota sample, Dec 2020-Jan 2021, n=1,234) read three vignettes about a rich person varying gender, income (DKK 50,000/130,000 a month), family background, work ethic, treatment of workers, tax-loophole use, charity and consumption, and said whether that person's income taxes should be reduced or increased (1-5); survey weight included. (CC0 1.0) Trump, K.-S. (2025). When is it fair to tax the rich? The importance of pro-social behavior. Comparative Political Studies, 58(11), 2401-2435. | link |
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| trump_2025_tax_rich_pilot conjoint · source = "conj" |
US Prolific respondents (pilot, July 2020, n=599) read three vignettes about a rich person varying gender, income ($150k/$250k/$500k with top-percentile), source of income, work ethic, treatment of workers, tax-loophole use, charity and consumption, and said whether that person's income taxes should be reduced or increased (1-5). (CC0 1.0) Trump, K.-S. (2025). When is it fair to tax the rich? The importance of pro-social behavior. Comparative Political Studies, 58(11), 2401-2435. | link |
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| trump_2025_tax_rich_us conjoint · source = "conj" |
US adults (Lucid quota sample, Dec 2020-Jan 2021, n=2,040; authors' analytic sample 1,825 flagged) read three vignettes about a rich person varying gender, income ($250k/$500k), family background, work ethic, treatment of workers, tax-loophole use, charity and consumption, and said whether that person's income taxes should be reduced or increased (1-5). (CC0 1.0) Trump, K.-S. (2025). When is it fair to tax the rich? The importance of pro-social behavior. Comparative Political Studies, 58(11), 2401-2435. | link |
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| trump_endorsement_2022_mitchell conjoint · source = "conj" |
1,346 US online respondents (2022 poll) each read one vignette about congressional candidate Terry Mitchell, varying his policy stance (two conservative-vs-liberal tax/health/immigration packages) and whether Trump endorsed him, declined to, or nothing was said (2x3, between-subject). Outcomes: likelihood of voting for him (1-5) and favorability (0-100). (CC0 1.0) Replication data for: The causal effects of a Trump endorsement on voter preferences in a general election scenario. Harvard Dataverse (authors not stated in the deposit files read). | link |
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| truongvien_2020_ipss | International Prostate Symptom Score, 7 items 0-5. 260 Vietnamese men aged 50 and over with lower urinary tract symptoms at MEDIC Medical Center, Ho Chi Minh City, 2017-2018 (biopsy case-control study). (CC0 1.0) Truong Vien N (2020). Replication Data for: Hospital-Based Prostate Cancer Screening in Vietnamese men with lower urinary tract symptoms: A Classification and Regression Tree Model [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/CMOHLS | link |
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| trusz_2022_amas | 897 first-year university students in Poland (two samples by study major plus a mixed sample), recalling their final year of secondary school and the Polish matriculation exam. The 9-item Abbreviated Math Anxiety Scale (Hopko, Mahadevan, Bare & Junt, 2003), rated from no anxiety to paralyzing anxiety, with learning and maths-evaluation subscales. (CC0 1.0) Trusz, S. (2022). Supplementary materials for the chapter "Math and literacy anxiety, study major preferences, and expectancy effects", prepared for "The international handbook of gender beliefs, stereotype threat, and teacher expectations" (P. Watson, Ed.). Routledge. Harvard Dataverse. | link |
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| trusz_2022_iieq_parent | 897 first-year university students in Poland (two samples by study major plus a mixed sample), recalling their final year of secondary school and the Polish matriculation exam. What students recall their parents saying or thinking about their abilities in their final year of high school: 14 statements, seven on mathematics/science and seven on literacy/humanities, on a 4-point scale from definitely disagree to definitely agree. Section II of the author's Interpersonal and Intrapersonal Expectancies Questionnaire (IIEQ). (CC0 1.0) Trusz, S. (2022). Supplementary materials for the chapter "Math and literacy anxiety, study major preferences, and expectancy effects", prepared for "The international handbook of gender beliefs, stereotype threat, and teacher expectations" (P. Watson, Ed.). Routledge. Harvard Dataverse. | link |
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| trusz_2022_iieq_self | 897 first-year university students in Poland (two samples by study major plus a mixed sample), recalling their final year of secondary school and the Polish matriculation exam. Students' own expectancies about their performance on the Polish matriculation exam: 14 statements recalling the final year of secondary school, seven about the mathematics section and seven about the literacy section, on a 4-point scale from definitely disagree to definitely agree. Section I of the author's Interpersonal and Intrapersonal Expectancies Questionnaire (IIEQ). (CC0 1.0) Trusz, S. (2022). Supplementary materials for the chapter "Math and literacy anxiety, study major preferences, and expectancy effects", prepared for "The international handbook of gender beliefs, stereotype threat, and teacher expectations" (P. Watson, Ed.). Routledge. Harvard Dataverse. | link |
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| trusz_2022_iieq_teacher | 897 first-year university students in Poland (two samples by study major plus a mixed sample), recalling their final year of secondary school and the Polish matriculation exam. What students recall their teachers saying or thinking about their abilities in their final year of high school, including which study major they were steered towards: 14 statements, seven on mathematics/science and seven on literacy/humanities, on a 4-point scale from definitely disagree to definitely agree. Section III of the author's Interpersonal and Intrapersonal Expectancies Questionnaire (IIEQ). (CC0 1.0) Trusz, S. (2022). Supplementary materials for the chapter "Math and literacy anxiety, study major preferences, and expectancy effects", prepared for "The international handbook of gender beliefs, stereotype threat, and teacher expectations" (P. Watson, Ed.). Routledge. Harvard Dataverse. | link |
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| trusz_2022_las | 897 first-year university students in Poland (two samples by study major plus a mixed sample), recalling their final year of secondary school and the Polish matriculation exam. The author's 9-item Literacy Anxiety Scale: anxiety rated during nine literacy-learning and literacy-testing activities (punctuation rules, grammar explanations, lectures, quizzes, tests, homework), on a 5-point scale from no anxiety to paralyzing anxiety, with learning and testing subscales. (CC0 1.0) Trusz, S. (2022). Supplementary materials for the chapter "Math and literacy anxiety, study major preferences, and expectancy effects", prepared for "The international handbook of gender beliefs, stereotype threat, and teacher expectations" (P. Watson, Ed.). Routledge. Harvard Dataverse. | link |
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| trusz_2025_ai_tpack | Intelligent-TPACK: AI-related technological (TK, 5), technological-pedagogical (TPK, 7), technological-content (TCK, 4), TPACK (7) knowledge and ethics (4) items, 1-7, 419 Polish pre-service and in-service teachers; cov_group (1 pre-service, 2 in-service), cov_gender, cov_age, cov_residence, cov_college_level, cov_year_of_study, cov_seniority_years, cov_uses_ai. (CC0 1.0) Trusz, S., & Demeshkant, N. (2025). Teachers' Technological, Pedagogical, and Content Knowledge related to Artificial Intelligence as a Protective Factor Against Technostress and Techno-anxiety. Data: Trusz, S. (2025), Harvard Dataverse, https://doi.org/10.7910/DVN/GTJZQA | link |
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| trusz_2025_nfi | Need Fulfillment Inventory (NFI-72) for older adults participating in University of the Third Age activities, Poland; exploratory factor analysis sample (CC0 1.0) Trusz, S. (2025). Datasets and materials underlying the Study on The Need Fulfillment Inventory for Older Adults Participating in University of the Third Age Activities: Development and Psychometric Properties [Data set]. Harvard Dataverse. | link |
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| trusz_2025_techno_anxiety | Techno-anxiety (ATAS), 11 items, 1-5, 419 Polish pre-service and in-service teachers; cov_group (1 pre-service, 2 in-service), cov_gender, cov_age, cov_residence, cov_college_level, cov_year_of_study, cov_seniority_years, cov_uses_ai. (CC0 1.0) Trusz, S., & Demeshkant, N. (2025). Teachers' Technological, Pedagogical, and Content Knowledge related to Artificial Intelligence as a Protective Factor Against Technostress and Techno-anxiety. Data: Trusz, S. (2025), Harvard Dataverse, https://doi.org/10.7910/DVN/GTJZQA | link |
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| trusz_2025_technostress | Technostress, 8 items (ADT 1-4, NST 1-4 subscales, per the headers), 0-4, 419 Polish pre-service and in-service teachers; cov_group (1 pre-service, 2 in-service), cov_gender, cov_age, cov_residence, cov_college_level, cov_year_of_study, cov_seniority_years, cov_uses_ai. (CC0 1.0) Trusz, S., & Demeshkant, N. (2025). Teachers' Technological, Pedagogical, and Content Knowledge related to Artificial Intelligence as a Protective Factor Against Technostress and Techno-anxiety. Data: Trusz, S. (2025), Harvard Dataverse, https://doi.org/10.7910/DVN/GTJZQA | link |
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| tsai_2017_treeit_h10_closure | Zhang et al. usability heuristic H10 Closure (3 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h11_undo | Zhang et al. usability heuristic H11 Undo (4 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h12_language | Zhang et al. usability heuristic H12 Language (3 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h13_control | Zhang et al. usability heuristic H13 Control (2 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h14_document | Zhang et al. usability heuristic H14 Documentation (3 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h1_consistency | Zhang et al. usability heuristic H1 Consistency (6 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h2_visibility | Zhang et al. usability heuristic H2 Visibility (4 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h3_match | Zhang et al. usability heuristic H3 Match (3 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h4_minimalist | Zhang et al. usability heuristic H4 Minimalist design (4 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h5_memory | Zhang et al. usability heuristic H5 Memory load (7 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h6_feedback | Zhang et al. usability heuristic H6 Feedback (4 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h7_flexibility | Zhang et al. usability heuristic H7 Flexibility (3 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h8_message | Zhang et al. usability heuristic H8 Message clarity (3 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_h9_error | Zhang et al. usability heuristic H9 Error prevention (4 items), TreeIt interface evaluation by older adults (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_tam_bi | TAM Behavioral Intention (4 items) for older adults' acceptance of the TreeIt social platform (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_tam_peou | TAM Perceived Ease of Use (6 items) for older adults' acceptance of the TreeIt social platform (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsai_2017_treeit_tam_pu | TAM Perceived Usefulness (5 items) for older adults' acceptance of the TreeIt social platform (CC BY 4.0) Tsai TH, Chang HT, Chen YJ, Chang YS (2017). Determinants of user acceptance of a specific social platform for older adults: An empirical examination of user interface characteristics and behavioral intention. PLOS ONE. | link |
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| tsuboi_2020_cued_recall | Cued recall of the English translations of 40 Japanese words after paired-associate learning, scored correct (1) / incorrect (0) by the experimenters. 143 US university students: English monolinguals, English-dominant and Spanish-dominant Spanish-English bilinguals (Experiment 1). Covariates: language group, sex, age. (CC BY-NC 3.0) Tsuboi N, Francis WS (2020). Rethinking bilingual enhancement effects in associative learning of foreign language vocabulary: The role of proficiency in the mediating language. Journal of Memory and Language, 115, 104155. https://doi.org/10.1016/j.jml.2020.104155 | link |
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| tsujimura_2022_ams | Aging Males' Symptoms rating scale (17 items, 1-5) for 1,687 Japanese men with late-onset hypogonadism symptoms. (CC0 1.0) Tsuru, T., Tsujimura, A., Mizushima, K., Kurosawa, M., Kure, A. et al. (2023). International Prostate Symptom Score and Quality of Life Index for Lower Urinary Tract Symptoms Are Associated with Aging Males Symptoms Rating Scale for Late-Onset Hypogonadism Symptoms. World Journal of Men's Health, 41(1). https://doi.org/10.5534/wjmh.210171 | link |
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| tsujimura_2022_bdi | Beck Depression Inventory (21 items, 0-3) for 1,685 Japanese men with late-onset hypogonadism symptoms. (CC0 1.0) Tsuru, T., Tsujimura, A., Mizushima, K., Kurosawa, M., Kure, A. et al. (2023). International Prostate Symptom Score and Quality of Life Index for Lower Urinary Tract Symptoms Are Associated with Aging Males Symptoms Rating Scale for Late-Onset Hypogonadism Symptoms. World Journal of Men's Health, 41(1). https://doi.org/10.5534/wjmh.210171 | link |
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| tsujimura_2022_ipss | International Prostate Symptom Score (7 items, 0-5) plus its QOL index (0-6) for 1,688 Japanese men with late-onset hypogonadism symptoms. (CC0 1.0) Tsuru, T., Tsujimura, A., Mizushima, K., Kurosawa, M., Kure, A. et al. (2023). International Prostate Symptom Score and Quality of Life Index for Lower Urinary Tract Symptoms Are Associated with Aging Males Symptoms Rating Scale for Late-Onset Hypogonadism Symptoms. World Journal of Men's Health, 41(1). https://doi.org/10.5534/wjmh.210171 | link |
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| tsujimura_2022_shim | Sexual Health Inventory for Men (SHIM/IIEF-5, 5 items) for 1,687 Japanese men with late-onset hypogonadism symptoms. (CC0 1.0) Tsuru, T., Tsujimura, A., Mizushima, K., Kurosawa, M., Kure, A. et al. (2023). International Prostate Symptom Score and Quality of Life Index for Lower Urinary Tract Symptoms Are Associated with Aging Males Symptoms Rating Scale for Late-Onset Hypogonadism Symptoms. World Journal of Men's Health, 41(1). https://doi.org/10.5534/wjmh.210171 | link |
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| tu_2022_achievement_motivation | Achievement Motivation Scale, 30 items on a 1-4 scale, Chinese college students. 3,729,840 responses from 124,328 respondents on 30 items. (CC BY 4.0) Tu, S., & Xiao, Q. (2022). Measurement of achievement motivation for college students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7219876 | link |
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| tuason_2021_covid_coping_enjoy | Author-created COVID-19 coping/enjoyment checklist, 23 binary items (CC BY 4.0) Tuason, M. T., Guss, C. D., & Boyd, L. (2021). Thriving during COVID-19: Predictors of psychological well-being and ways of coping. PLOS ONE. https://doi.org/10.1371/journal.pone.0248591 | link |
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| tuason_2021_loneliness_emotional | De Jong Gierveld & Van Tilburg Loneliness Scale, emotional subscale, 3 items (CC BY 4.0) Tuason, M. T., Guss, C. D., & Boyd, L. (2021). Thriving during COVID-19: Predictors of psychological well-being and ways of coping. PLOS ONE. https://doi.org/10.1371/journal.pone.0248591 | link |
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| tuason_2021_loneliness_social | De Jong Gierveld & Van Tilburg Loneliness Scale, social subscale, 3 items (CC BY 4.0) Tuason, M. T., Guss, C. D., & Boyd, L. (2021). Thriving during COVID-19: Predictors of psychological well-being and ways of coping. PLOS ONE. https://doi.org/10.1371/journal.pone.0248591 | link |
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| tuason_2021_sense_of_agency | Sense of Agency Scale, 6 items, 9-point (CC BY 4.0) Tuason, M. T., Guss, C. D., & Boyd, L. (2021). Thriving during COVID-19: Predictors of psychological well-being and ways of coping. PLOS ONE. https://doi.org/10.1371/journal.pone.0248591 | link |
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| tuason_2021_wellbeing | 8-item psychological well-being scale (CC BY 4.0) Tuason, M. T., Guss, C. D., & Boyd, L. (2021). Thriving during COVID-19: Predictors of psychological well-being and ways of coping. PLOS ONE. https://doi.org/10.1371/journal.pone.0248591 | link |
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| tung_2026_financial_literacy | The three "Big Three" financial-literacy questions (compound interest, inflation, risk diversification) answered by 393 US undergraduates aged 18-22. resp = 1 for a correct answer, 0 otherwise. IMPORTANT for anyone modelling these items: the source records three answer categories - Correct, Incorrect, and Nonresponse ("I don't know or Refuse to answer") - and the last is large and very uneven across items (60, 79 and 185 of 393). Those three are not ordered, so they are shipped as the conventional dichotomy the depositors used for their own composite score, which means a 0 here may be a wrong answer OR a declined one; the distinction is in the source file. (CC BY 4.0) Tung, L., & Gibson, D. (2026). Supplementary materials to "Math anxiety and financial literacy: The role of math avoidance" [Research Data]. PsychArchives. | link |
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| turcsan_2020_dog_dpq | Owner ratings of 206 companion dogs (Vienna, VIDOPET database) on the 45-item Dog Personality Questionnaire short form, 1-5 (CC BY 4.0) Turcsan, B., Wallis, L., Berczik, J., Range, F., Kubinyi, E., & Viranyi, Z. (2020). Individual and group level personality change across the lifespan in dogs. Scientific Reports, 10, 17276. | link |
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| turnbulldugarte_2022_surrogacy conjoint · source = "conj" |
1,568 British online respondents each read one vignette about a couple seeking surrogacy, varying whether the couple is gay or straight and a celebrity or ordinary couple (2x2, between-subject). Outcome: a 1-5 rating of attitude to surrogacy (wording not in the deposit). (CC0 1.0) Turnbull-Dugarte, S. J. (2022). Fine for Adam & Eve but not Adam & Steve? Homonegativity bias, parasocial contact, and public support for surrogacy. Journal of European Public Policy. | link |
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| turnbulldugarte_2023_ivoting conjoint · source = "conj" |
UK online respondents compared 5 pairs of hypothetical internet-voting (i-voting) reform proposals varying pre-registration, voting method, voting window, past trials, pilot results, fraud risk, cost, administering body, proposing party and endorser. 1,200 respondents; a choice plus 0-6 support and trustworthiness ratings per proposal. (CC0 1.0) Turnbull-Dugarte, S. J., & Devine, D. (2023). Support for digitising the ballot box: A systematic review of i-voting pilots and a conjoint experiment. Electoral Studies, 86, 102679. | link |
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| turnbulldugarte_2025_dating_spain conjoint · source = "conj" |
Spanish adults (n = 1,949) judged 10 fake dating-app profiles each, one at a time, varying flag, orientation, trans, photo, relationship goal, distance, education, job, age, hobbies, vegan marker and a party hashtag (shown in one randomized arm); they accepted or rejected each. (CC0 1.0) Turnbull-Dugarte, S. J., & Lopez-Ortega, A. (2025). Far right normalization and centrifugal affect: Evidence from the dating market. Journal of Politics. | link |
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| turnbulldugarte_2025_dating_uk conjoint · source = "conj" |
UK adults (n = 2,023) judged 10 fake dating-app profiles each, one at a time, varying flag, orientation, trans, pronouns, photo, relationship goal, distance, education, job, age, hobbies and a party hashtag (shown in one randomized arm); they accepted or rejected each. (CC0 1.0) Turnbull-Dugarte, S. J., & Lopez-Ortega, A. (2025). Far right normalization and centrifugal affect: Evidence from the dating market. Journal of Politics. | link |
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| turner_2022_cognitive_mediation | Cognitive-mediation belief items (15), assessment of S-R and cognitive-mediation beliefs (CC BY 4.0) Turner MJ, Chadha NJ, Wood AG (2022). Knowing your ABCs: Extending the assessment of stimulus-response (S-R) and cognitive-mediation (C-M) beliefs. PLOS ONE, 17(6), e0269928. https://doi.org/10.1371/journal.pone.0269928 | link |
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| turner_2022_sr_belief_change | Stimulus-response belief-change items (9), assessment of S-R and cognitive-mediation beliefs (CC BY 4.0) Turner MJ, Chadha NJ, Wood AG (2022). Knowing your ABCs: Extending the assessment of stimulus-response (S-R) and cognitive-mediation (C-M) beliefs. PLOS ONE, 17(6), e0269928. https://doi.org/10.1371/journal.pone.0269928 | link |
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| turpochaparro_2026_family_communication | Family communication, 10 items on a 1-5 scale, Peruvian university students. 3,540 responses from 354 respondents on 10 items. (CC BY 4.0) Turpo Chaparro, J. E. (2026). Dataset on self-esteem, family communication, and social network addiction among Peruvian university students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20516198 | link |
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| turpochaparro_2026_procrastination | Teacher Work Procrastination Scale (PAWS-DU, 14 items, 1-5) completed by 586 Peruvian university professors. (CC BY 4.0) Turpo Chaparro, J. E., & Carranza Esteban, R. (2026). Study data: Procrastination at work: Evidence of validity, reliability, and factorial invariance of a brief measure in Peruvian university professors [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22048398 | link |
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| turpochaparro_2026_self_esteem | Self-esteem, 10 items on a 1-4 scale, Peruvian university students. 3,540 responses from 354 respondents on 10 items. (CC BY 4.0) Turpo Chaparro, J. E. (2026). Dataset on self-esteem, family communication, and social network addiction among Peruvian university students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20516198 | link |
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| turpochaparro_2026_social_network_addiction | Social network addiction, 24 items on a 0-4 scale, Peruvian university students. 8,456 responses from 354 respondents on 24 items. (CC BY 4.0) Turpo Chaparro, J. E. (2026). Dataset on self-esteem, family communication, and social network addiction among Peruvian university students [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20516198 | link |
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| turpochaparro_2026_teacher_self_efficacy | Teacher self-efficacy (EAPED, 10 items, 1-4) completed by 586 Peruvian university professors. (CC BY 4.0) Turpo Chaparro, J. E., & Carranza Esteban, R. (2026). Study data: Procrastination at work: Evidence of validity, reliability, and factorial invariance of a brief measure in Peruvian university professors [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22048398 | link |
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| turpochaparro_2026_workload | Workload scale (UNIPSICO, 6 items, 0-4) completed by 586 Peruvian university professors. (CC BY 4.0) Turpo Chaparro, J. E., & Carranza Esteban, R. (2026). Study data: Procrastination at work: Evidence of validity, reliability, and factorial invariance of a brief measure in Peruvian university professors [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22048398 | link |
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| turska_kawa_2025_conspiracy_beliefs | Conspiracy beliefs, 27 items on a 1-5 scale, answered by 898 Polish respondents. Opens with the Generic Conspiracist Beliefs Scale in Polish translation and adds 12 study-written items on vaccines, the war in Ukraine, 5G and COVID-19. (CC BY 4.0) Turska-Kawa, A. (2025). Religiosity and Conspiracy Beliefs: Patterns of Relationships. Zenodo. | link |
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| turska_kawa_2025_religiosity | Religiosity, 5 items on a 1-5 scale, answered by 898 Polish respondents. (CC BY 4.0) Turska-Kawa, A. (2025). Religiosity and Conspiracy Beliefs: Patterns of Relationships. Zenodo. | link |
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| turunen_2021_sdq | Strengths and Difficulties Questionnaire (Finnish self-report), 25 items, 0-2, at Grades 6, 7 and 9 (wave 1-3); items 7, 11, 14, 21, 25 stored reversed (suffix r). 1,823 pupils, Finland (cluster_id = classroom). (CC BY 4.0) Turunen T, Poskiparta E, Salmivalli C, Niemi P, Lerkkanen M-K (2021) Longitudinal associations between poor reading skills, bullying and victimization across the transition from elementary to middle school. PLoS ONE 16(3): e0249112. https://doi.org/10.1371/journal.pone.0249112 | link |
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| tuszynska_bogucka_2024_family_apgar | Family APGAR, 5 items (adaptation, partnership, growth, affection, resolve), 0-2; N = 306 Polish parents; cov_age, cov_gender, cov_education, cov_marital_status, cov_child_number and others. (CC BY 4.0) Tuszyńska-Bogucka, W., Szałachowski, R., & Bogucki, J. (2024). Protective and Risk Factors Contributing to Crisis Parental Burnout. Dataset. [Data set]. Mendeley Data. https://doi.org/10.17632/vgpsjrjxgm | link |
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| tutrin_2020_meq30 | Item-level Mystical Experience Questionnaire mystical-scale subset (MEQ-30, 15 items, 0-5 scale) embedded within a 190-item Russian Freediving Federation follow-up survey; 81 respondents (CC0 1.0) Tutrin, Andy (2020). MEQ30 and Personality traits and demographics Freediving follow-up survey raw data. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/DEJQM4 | link |
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| tuxhorn_2026_tax_equity conjoint · source = "conj" |
Canadian online respondents compared five pairs of tax policies varying vertical, horizontal and exchange equity (sentence levels) and chose which was fairer and which Canada should adopt; weighted sample, 1,244 respondents. (CC BY 4.0) Tuxhorn, K.-L. (2026). Replication package: Balancing Fairness: Public Evaluations of Vertical, Horizontal, and Exchange Equity in Tax Policy [Data set]. Mendeley Data. | link |
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| twis_2024_adverse_experience_types | Adverse-experience-type binary scale, adolescent sex-trafficking survivors, 10 items, N=93 (CC BY 4.0) Twis, M. K., et al. (2024). Coping self-efficacy and social support as predictors of adolescent sex trafficking exit: Results of a secondary analysis. PLOS ONE. | link |
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| twod_rotation_mather2023 | two dimensional object rotation tasks (CC0 1.0) Mather, Kendall; Condon, David, 2023, "Reproducibility Data: Two-Dimensional Rotation Ability Item Development", https://doi.org/10.7910/DVN/EL62UQ, Harvard Dataverse, V1 Mather, K. A., & Condon, D. M. (2023). Development of a Public-Domain Measure of Two-Dimensional Rotation Ability and Preliminary Evidence for Discriminant Validity among Occupations. Journal of Intelligence, 11(10), 191. | link |
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| tyllianakis_2025_agri_schemes_uk conjoint · source = "conj" |
Labelled discrete choice experiment on agri-environmental schemes: 107 English farmers (online, 2021-22) chose in 6 cards among four schemes (flower strips, cover crops, maintaining permanent grassland, converting arable land to grassland) or no scheme, with contract duration, free advisory support, administrative effort and yearly payment per hectare varied; outcomes are the choice and the share of land the respondent would enrol in the chosen scheme. (CC BY 4.0) Tyllianakis, E., Will, M., Václavík, T., & Ziv, G. (2025). Drivers and preferences of European farmers for agri-environmental public goods schemes: A two-stage analysis. Journal for Nature Conservation, 86, 126912. | link |
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| tzouras_2025_mode_safety conjoint · source = "conj" |
Image-based stated-preference experiment in Athens and Munich (173 respondents, up to 12 road scenarios each): respondents chose a first/last mile mode (car, e-bike, e-scooter, walk) given each mode's travel time and cost, and rated their perceived safety (1-7) for each mode. (CC BY 4.0) Tzouras, P. G. (2025). Perceived safety and first/last mile mode choices: A dataset from image-based double stated preferences experiments (Version 2.0) [Data set]. Zenodo. | link |
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| ucla_BrummerHoffman_2021 | UCLA loneliness scale (CC BY 4.0) de Souza Brümmer, R., Krause, K. R., Salum, G. A., de Almeida Fleck, M. P., Porto, I. M., do Amaral, J. V., ... & Hoffmann, M. S. (2024). Beyond frequency: Evaluating the validity of assessing the context, duration, ability and botherement of depression and anxiety symptoms in south Brazil. Psychological Assessment. | link |
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| ufc_1993_2026 competitions · source = "comp" |
UFC fights 1993-2026 (11,323 fights, 4,115 fighters); agent_a = red corner; draws kept, no-contests dropped (CC0 1.0) neelagiriaditya. UFC DATASETS 1994-2026 [Data set], scraped from ufcstats.com. Kaggle. | link |
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| uffler_2017_lecture_seating | MSLQ motivation section (Pintrich et al. 1991), 26 items on 1-7: the motivation block with its five test-anxiety items dropped and renumbered Q1..Q26; administered in untested French translation; health sciences students, seat row recorded per student (CC BY 4.0) Uffler S, Bartier J-C, Pelaccia T (2017). Are health sciences students who sit at the back of the lecture hall not motivated?. PLOS ONE, 12(3), e0174947. https://doi.org/10.1371/journal.pone.0174947 | link |
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| uffler_2017_seat_reasons | 7-item binary checklist of reasons for seat choice (multi-select), health sciences students (CC BY 4.0) Uffler S, Bartier J-C, Pelaccia T (2017). Are health sciences students who sit at the back of the lecture hall not motivated?. PLOS ONE, 12(3), e0174947. https://doi.org/10.1371/journal.pone.0174947 | link |
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| uhm_2024_pemt_difficulty | Korean paramedic and EMT job-analysis survey, 2023: difficulty of 253 task elements (T001-T253), each rated on a 6-point scale (1 = 0-10% ... 6 = 91-100%). 448 qualified paramedics (199) and EMTs (249). Companion tables rate the same tasks on the other two dimensions (uhm_2024_pemt_frequency / _importance / _difficulty). Covariates: age, gender, occupation, certificate year, experience band, work station. (CC0 1.0) Uhm, T., Choi, H., Hong, S. H., Kim, H., Kang, M., Kim, K., et al. (2024). Development of examination objectives for the Korean paramedic and emergency medical technician examination: a survey study. Journal of Educational Evaluation for Health Professions, 21, 13. https://doi.org/10.3352/jeehp.2024.21.13 | link |
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| uhm_2024_pemt_frequency | Korean paramedic and EMT job-analysis survey, 2023: frequency of 253 task elements (T001-T253), each rated on a 6-point scale (1 = 0-10% ... 6 = 91-100%). 448 qualified paramedics (199) and EMTs (249). Companion tables rate the same tasks on the other two dimensions (uhm_2024_pemt_frequency / _importance / _difficulty). Covariates: age, gender, occupation, certificate year, experience band, work station. (CC0 1.0) Uhm, T., Choi, H., Hong, S. H., Kim, H., Kang, M., Kim, K., et al. (2024). Development of examination objectives for the Korean paramedic and emergency medical technician examination: a survey study. Journal of Educational Evaluation for Health Professions, 21, 13. https://doi.org/10.3352/jeehp.2024.21.13 | link |
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| uhm_2024_pemt_importance | Korean paramedic and EMT job-analysis survey, 2023: importance of 253 task elements (T001-T253), each rated on a 6-point scale (1 = 0-10% ... 6 = 91-100%). 448 qualified paramedics (199) and EMTs (249). Companion tables rate the same tasks on the other two dimensions (uhm_2024_pemt_frequency / _importance / _difficulty). Covariates: age, gender, occupation, certificate year, experience band, work station. (CC0 1.0) Uhm, T., Choi, H., Hong, S. H., Kim, H., Kang, M., Kim, K., et al. (2024). Development of examination objectives for the Korean paramedic and emergency medical technician examination: a survey study. Journal of Educational Evaluation for Health Professions, 21, 13. https://doi.org/10.3352/jeehp.2024.21.13 | link |
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| ukpconvarg1_convincingness_2016 competitions · source = "comp" |
UKPConvArg1: MTurk workers' pairwise judgements of which of two web arguments is more convincing, 16,927 pairs of 1,052 arguments in 32 debates. One row per vote; 'equal' = draw; rater = worker. (CC BY 4.0) Habernal, I., & Gurevych, I. (2016). Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1589-1599. | link |
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| umit_2022_wind_turbines conjoint · source = "conj" |
2x2x2 factorial vignette on proposals to build wind turbines: 3,984 Swiss adults (respondi panel, September 2019) each read one vignette varying locality (own vs different canton), exposure (landscape photo with vs without a turbine) and politicisation (people vs named parties disagree); outcomes are 1-5 support for the proposals and 1-5 likelihood of turnout and of voting SP and SVP. (CC0 1.0) Umit, R., & Schaffer, L. M. (2022). Wind turbines, public acceptance, and electoral outcomes. Swiss Political Science Review, 28(4), 712-727. | link |
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| university_challenge_1994_2026 competitions · source = "comp" |
University Challenge (BBC) main-series match results, 1994-95 to 2026-27 (in progress), parsed from the Wikipedia series pages. One row per match with scores, series and stage. (CC BY-SA 4.0) Wikipedia contributors. University Challenge series pages 1994-95 to 2026-27. English Wikipedia (revisions of 2026-10-01). | link |
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| upegui_arango_2020_inq | German Interpersonal Needs Questionnaire (INQ-15; 1 not at all true for me to 7 very true for me). Columns suffixed _reversed are already reverse-scored in the deposit. 2,508 German adults from a representative general-population survey plus 185 psychiatric inpatients (depression or suicide history); INQ9, INQ11 and INQ12 were not deposited for the clinical sample. Covariates: sample, gender. (CC BY 4.0) Upegui-Arango LD, Forkmann T, Nielsen T, Hallensleben N, Glaesmer H, Spangenberg L, Teismann T, Juckel G, Boecker M (2020). Psychometric evaluation of the Interpersonal Needs Questionnaire (INQ) using item analysis according to the Rasch model. PLOS ONE 15(8): e0232030. | link |
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| ups_vangsness_2019 | Unintentional Procrastination Scale (CC BY 4.0) Vangsness, L., Voss, N. M., Maddox, N., Devereaux, V., Martin, E., & Nystrom, C. (2022, January 24). Self-Report Measures of Procrastination Exhibit Inconsistent Concurrent Validity, Predictive Validity, and Psychometric Properties. https://doi.org/10.17605/OSF.IO/R7WCX | link |
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| uritani_2023_ases8 | Japanese 8-item short-form Arthritis Self-Efficacy Scale (ASES-8J), 8 items, 1-10, 179 adults with knee osteoarthritis; cov_site (participant-code prefix, undocumented; possibly recruiting site), cov_age, cov_sex (codes not documented). (CC BY 4.0) Uritani, D., Kubo, T., Yasuura, Y., & Fujii, T. (2023). Reliability and validity of the Japanese short-form arthritis self-efficacy scale in patients with knee osteoarthritis: A cross-sectional study. PLOS ONE, 18(10), e0292426. | link |
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| uruguay_2022_technology_access | Household access and ownership of computers, tablets, and internet connectivity (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_barriers | Barriers and concerns affecting online shopping behavior (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_communication | Communication and participation activities on the internet (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_devices | Internet usage frequency across devices and connection types (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_entertainment | Entertainment activities conducted on the internet (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_govperception | Perception and satisfaction with government online services (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_govservices | Use of government services and administrative activities online (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_information | Information search activities conducted online (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_ownership | Household ownership of technology and communication devices (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_places | Internet access points and locations of use in the last 3 months (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_safety | Safety and security risks experienced online (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_skills | Digital skills and technical abilities for internet and device use (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_socialmedia | Frequency of use of social media platforms (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_streaming | Streaming services and platforms accessed online (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_transactions | Online transactions and commerce activities (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| uruguay_2022_technology_work | Work and study-related activities conducted through the internet (Custom) Encuesta de Usos de las Tecnologías de la Información y las Comunicaciones | link |
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| usc_2026_gasa | Game Addiction Scale for Adolescents (GASA-7, 0-4) from a nationwide school survey of 34,076 Spanish secondary-school adolescents. (CC BY 4.0) Anonymous authors (2026). A psychometric comparison of four approaches to the Gaming Addiction Scale (GAS) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19811259 | link |
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| usc_2026_phq9 | PHQ-9 depressive symptoms (0-3) from a nationwide school survey of 34,076 Spanish secondary-school adolescents. (CC BY 4.0) Anonymous authors (2026). A psychometric comparison of four approaches to the Gaming Addiction Scale (GAS) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19811259 | link |
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| usc_2026_relsat | Satisfaction with relationships with classmates, teachers, friends, parents and other family (5 items, 0-10), Spanish secondary-school adolescents. (CC BY 4.0) Anonymous authors (2026). A psychometric comparison of four approaches to the Gaming Addiction Scale (GAS) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19811259 | link |
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| usc_2026_wellbeing | Psychological subjective well-being (6 items, 0-10) from a nationwide school survey of Spanish secondary-school adolescents. (CC BY 4.0) Anonymous authors (2026). A psychometric comparison of four approaches to the Gaming Addiction Scale (GAS) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.19811259 | link |
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| useche_2021_cie_a | CIE-A School Bullying Questionnaire (Spanish), 36 items, 0-2. 810 secondary students in the Valencian Community, Spain; 778 non-integer item cells in the deposit were dropped. Covariates: gender, grade, age, repeated a grade. (CC BY 4.0) Useche SA, Valle E, Valle-Escolano R, Colomer-Pérez N (2021) Psychometric properties, validity and insights of the School Bullying Questionnaire (CIE-A) in secondary schools of the Valencian Community (Spain). PLoS ONE 16(11): e0259392. https://doi.org/10.1371/journal.pone.0259392 | link |
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| useche_2022_cbq | Cycling Behaviour Questionnaire (CBQ), 29 items (traffic violations 1-8, errors 9-23, positive behaviours 24-29), 0-4 (never-very frequently), 7,001 active urban cyclists in 19 countries; cov_country, cov_region, cov_age, cov_gender, cov_crash_5yr, cov_n_crashes_5yr. (CC0 1.0) Useche, S. A., Alonso, F., Boyko, A., et al. (2022). Cross-culturally approaching the cycling behaviour questionnaire (CBQ): Evidence from 19 countries. Transportation Research Part F: Traffic Psychology and Behaviour, 91, 386-400. | link |
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| useche_2022_rprs | Risk perception and rule knowledge (RPRS), 12 items (rule knowledge 1-5, risk perception 6-12), 0-4 (strongly disagree-strongly agree), 6,991 active urban cyclists in 19 countries; cov_country, cov_region, cov_age, cov_gender, cov_crash_5yr, cov_n_crashes_5yr. (CC0 1.0) Useche, S. A., Alonso, F., Boyko, A., et al. (2022). Cross-culturally approaching the cycling behaviour questionnaire (CBQ): Evidence from 19 countries. Transportation Research Part F: Traffic Psychology and Behaviour, 91, 386-400. | link |
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| usmani_2024_iwe | Islamic Work Ethic, short version (Ali 1992), 17 items, 1=Strongly Disagree - 5=Strongly Agree. Employees of seven Islamic banks in Karachi, Pakistan (convenience sample, English questionnaire). N=123 after dropping two double-entered rows. (CC BY 4.0) Usmani S (2024). Perceptions of politics and knowledge sharing: Moderating role of Islamic work ethic in the Islamic banking industry of Pakistan. Heliyon, 10(18), e37032. https://doi.org/10.1016/j.heliyon.2024.e37032 | link |
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| usmani_2024_ks | Knowledge Sharing (van den Hooff & de Ridder), 10 items, 1=Strongly Disagree - 5=Strongly Agree. Employees of seven Islamic banks in Karachi, Pakistan (convenience sample, English questionnaire). N=123 after dropping two double-entered rows. (CC BY 4.0) Usmani S (2024). Perceptions of politics and knowledge sharing: Moderating role of Islamic work ethic in the Islamic banking industry of Pakistan. Heliyon, 10(18), e37032. https://doi.org/10.1016/j.heliyon.2024.e37032 | link |
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| usmani_2024_pops | Perceptions of Organizational Politics Scale (Kacmar & Ferris 1991), 12 items in three subscales (general political behavior 6, go along to get ahead 4, pay and promotion 2), 1=Strongly Disagree - 5=Strongly Agree. Employees of seven Islamic banks in Karachi, Pakistan (convenience sample, English questionnaire). N=123 after dropping two double-entered rows. (CC BY 4.0) Usmani S (2024). Perceptions of politics and knowledge sharing: Moderating role of Islamic work ethic in the Islamic banking industry of Pakistan. Heliyon, 10(18), e37032. https://doi.org/10.1016/j.heliyon.2024.e37032 | link |
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| uti_newlands_2023_fsdsr | Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire (CC BY 4.0) Newlands, A. F., Roberts, L., Maxwell, K., Kramer, M., Price, J. L., & Finlay, K. A. (2023). Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire. Quality of Life Research, 32, 1745-1758. https://doi.org/10.1007/s11136-023-03348-7 | link |
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| uti_newlands_2023_gad | Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire (CC BY 4.0) Newlands, A. F., Roberts, L., Maxwell, K., Kramer, M., Price, J. L., & Finlay, K. A. (2023). Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire. Quality of Life Research, 32, 1745-1758. https://doi.org/10.1007/s11136-023-03348-7 | link |
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| uti_newlands_2023_phq | Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire (CC BY 4.0) Newlands, A. F., Roberts, L., Maxwell, K., Kramer, M., Price, J. L., & Finlay, K. A. (2023). Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire. Quality of Life Research, 32, 1745-1758. https://doi.org/10.1007/s11136-023-03348-7 | link |
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| uti_newlands_2023_psq | Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire (CC BY 4.0) Newlands, A. F., Roberts, L., Maxwell, K., Kramer, M., Price, J. L., & Finlay, K. A. (2023). Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire. Quality of Life Research, 32, 1745-1758. https://doi.org/10.1007/s11136-023-03348-7 | link |
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| uti_newlands_2023_rutiiq | Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire (CC BY 4.0) Newlands, A. F., Roberts, L., Maxwell, K., Kramer, M., Price, J. L., & Finlay, K. A. (2023). Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire. Quality of Life Research, 32, 1745-1758. https://doi.org/10.1007/s11136-023-03348-7 | link |
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| uti_newlands_2023_uclals | Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire (CC BY 4.0) Newlands, A. F., Roberts, L., Maxwell, K., Kramer, M., Price, J. L., & Finlay, K. A. (2023). Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire. Quality of Life Research, 32, 1745-1758. https://doi.org/10.1007/s11136-023-03348-7 | link |
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| uti_newlands_2023_wpai | Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire (CC BY 4.0) Newlands, A. F., Roberts, L., Maxwell, K., Kramer, M., Price, J. L., & Finlay, K. A. (2023). Development and psychometric validation of a patient-reported outcome measure of recurrent urinary tract infection impact: the Recurrent UTI Impact Questionnaire. Quality of Life Research, 32, 1745-1758. https://doi.org/10.1007/s11136-023-03348-7 | link |
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| uzdil_2023_soc13 | The 13-item Sense of Coherence scale (SOC-13) answered 1-7 by 1,175 Turkish adolescents aged 13-19. ONE of the deposit's three instruments: the other two are stored as SCORES rather than responses, which the file's own value labels prove -- the EAT-26's labels document a 6-point administered scale while the file holds its published 0-3 scoring (74% of cells are 0, because sometimes/rarely/never all collapse to 0), and the self-esteem scale's labels document 4 points while the file holds a 0/1 dichotomisation. Neither administered response is recoverable. The SOC block is the opposite case: no value labels, values spread over all seven points, and the deposit's own total equals their sum exactly. cluster_id is the school: 6 clusters, 89-323 students each. The six school NAMES are in the deposit's value labels and are deliberately not shipped -- a fine-grained locator for minors aged 13-19 -- while the opaque 1-6 code ships so the nesting survives. Two settlement-size codes are dropped under the 2026-10-20 geographic ruling. (CC BY 4.0) Uzdil, N. (2023). The mediating effect of sense of coherence in the relationship between eating attitudes and self-esteem in adolescents [Dataset]. Mendeley Data. https://doi.org/10.17632/6nns35xpjw | link |
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| valdivia_2023_oms | 15-item Opening Minds Stigma Scale for Health Care Providers (Mexican version) among health science students/professionals (N=556) (CC BY 4.0) Valdivia Ramos HN, Mora-Rios J, Natera G, Mondragon L (2023). Psychometric properties of the Mexican version of the Opening Minds Stigma Scale for health care providers (OMS-HC). PeerJ. | link |
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| valence_kyrolainen_2021 | Valence ratings for 3,600 English words (the Warriner et al. 2013 set) collected during the COVID-19 pandemic from 545 older (65+) and 886 younger (18-65) adults, 1 (unhappy) to 9 (happy). Stimulus-norms shape: id = word, item = valence, rater = participant; rt in seconds; an unknown-word response (n) is resp NA with resp_raw = n. 157,230 ratings. (CC BY-NC-SA 4.0) Kyröläinen, A.-J., Luke, J., Libben, G., & Kuperman, V. (2021). Valence norms for 3,600 English words collected during the COVID-19 pandemic: Effects of age and the pandemic. Behavior Research Methods, 54(5), 2445-2456. | link |
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| valenciano_2022_paqc | Physical Activity Questionnaire for Children (PAQ-C), the seven items deposited at the item level on a 1-5 scale, from 430 Spanish schoolchildren aged 9-12 who also wore an accelerometer. (CC BY 4.0) Valenciano Valcarcel, J., Jimenez-Loaisa, A., Rieiro, I., & Martinez-Martinez, J. (2022). Data From: Convergent validity of the Physical Activity Questionnaire for Children (PAQ-C): assessing moderate-to-vigorous or total physical activity? [Dataset]. Zenodo. | link |
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| valenzuela_2026_genai_news conjoint · source = "conj" |
Paired conjoint in Chile: 2,145 adults (online quota sample, 2024) chose between two hypothetical news outlets in 3 tasks, each described by seven generative-AI policies (journalistic tasks, visual and textual content creation, topics, personalization, human oversight, disclosure); outcomes are which outlet is more credible and which they would pick to stay informed. (CC BY 4.0) Valenzuela, S., Bachmann, I., Borah, P., & Solís Valdés, N. (2026). The effects of generative AI in news on media credibility and selectivity: Evidence from a conjoint experiment in Chile. Digital Journalism. | link |
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| validatedtouchvideo_smit_2025_arousal | The Validated Touch-Video Database - perceived arousal rating (CC BY 4.0) Smit, S., Rich, A.N. The Validated Touch-Video Database. Behav Res 57, 134 (2025). https://doi.org/10.3758/s13428-025-02655-w | link |
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| validatedtouchvideo_smit_2025_category | The Validated Touch-Video Database - intensity rating of chosen hedonic category (CC BY 4.0) Smit, S., Rich, A.N. The Validated Touch-Video Database. Behav Res 57, 134 (2025). https://doi.org/10.3758/s13428-025-02655-w | link |
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| validatedtouchvideo_smit_2025_strength | The Validated Touch-Video Database - hedonic classification (CC BY 4.0) Smit, S., Rich, A.N. The Validated Touch-Video Database. Behav Res 57, 134 (2025). https://doi.org/10.3758/s13428-025-02655-w | link |
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| validatedtouchvideo_smit_2025_threat | The Validated Touch-Video Database - perceived threat rating (CC BY 4.0) Smit, S., Rich, A.N. The Validated Touch-Video Database. Behav Res 57, 134 (2025). https://doi.org/10.3758/s13428-025-02655-w | link |
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| valverdeberrocoso_2021_learning_design | Learning-design ICT support items (22 items 6-pt Likert Never-Always spaces/outcomes/practice-types dimensions) N=251 Spanish teachers (CC BY 4.0) Valverde-Berrocoso J et al. (2021) The educational integration of digital technologies preCovid-19: Lessons for teacher education. PLOS ONE. | link |
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| valverdeberrocoso_2021_sqd | Teachers' perceived support for ICT integration (SQD-Scale 24 items 6-pt Likert Strongly disagree-Fully agree) N=251 Spanish teachers (CC BY 4.0) Valverde-Berrocoso J et al. (2021) The educational integration of digital technologies preCovid-19: Lessons for teacher education. PLOS ONE. | link |
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| valverdeberrocoso_2021_tictip | Teachers' ICT integration proficiency (TICTIP scale 28 items 6-pt Likert Never-Always) N=251 Spanish teachers (CC BY 4.0) Valverde-Berrocoso J et al. (2021) The educational integration of digital technologies preCovid-19: Lessons for teacher education. PLOS ONE. | link |
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| van_beveren_2019_cdi | Children's Depression Inventory, 27 items, 0-2 (imputed cells dropped); N = 495 Flemish youths aged 9-17; cov_age, cov_gender. (CC0 1.0) Van Beveren, M.-L., Kuppens, S., Hankin, B., & Braet, C. (2019). Because you had a bad day: General and daily relations between reactive temperament, emotion regulation, and depressive symptoms in youth. PLOS ONE, 14(10), e0224126. https://doi.org/10.1371/journal.pone.0224126 | link |
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| van_beveren_2019_feelkj | FEEL-KJ emotion regulation questionnaire (Dutch), 90 items, 1-5 (imputed cells dropped); N = 495 Flemish youths aged 9-17; cov_age, cov_gender. (CC0 1.0) Van Beveren, M.-L., Kuppens, S., Hankin, B., & Braet, C. (2019). Because you had a bad day: General and daily relations between reactive temperament, emotion regulation, and depressive symptoms in youth. PLOS ONE, 14(10), e0224126. https://doi.org/10.1371/journal.pone.0224126 | link |
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| van_beveren_2019_panasc | PANAS for Children, 30 items, 1-5 (imputed cells dropped); N = 495 Flemish youths aged 9-17; cov_age, cov_gender. (CC0 1.0) Van Beveren, M.-L., Kuppens, S., Hankin, B., & Braet, C. (2019). Because you had a bad day: General and daily relations between reactive temperament, emotion regulation, and depressive symptoms in youth. PLOS ONE, 14(10), e0224126. https://doi.org/10.1371/journal.pone.0224126 | link |
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| van_der_donk_2019_bdi | Beck Depression Inventory (21 items), depressed individuals with diabetes, Netherlands, N=566 (CC BY 4.0) van der Donk LJ, Fleer J, Sanderman R, Emmelkamp PMG, Links TP, Tovote KA, Schroevers MJ (2019). Is type of depressive symptoms associated with patient-perceived need for professional psychological care in depressed individuals with diabetes?. PLOS ONE, 14(2), e0212304. https://doi.org/10.1371/journal.pone.0212304 | link |
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| vancranenburgh_2018_value_of_time conjoint · source = "conj" |
Route choice experiment: 106 Dutch respondents chose among three unlabelled routes described by travel time and travel cost; 10 fixed choice sets from RUM- and RRM-efficient designs; choice, no opt-out. (CC0 1.0) van Cranenburgh, S., Rose, J. M., & Chorus, C. G. (2018). On the robustness of efficient experimental designs towards the underlying decision rule. Transportation Research Part A: Policy and Practice, 109, 50-64. | link |
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| vanderdoes_2021_pb_cost conjoint · source = "conj" |
Dutch citizens in municipalities over 100,000 (Study 3, n=650) rated two hypothetical neighbourhood participatory budgets per task (who can submit, which projects, municipal support, who picks the winner, final cost overrun of the winning project); 6 pairs each, 1-7 approval rating. (CC0 1.0) van der Does, R., & Kantorowicz, J. (2021). Why do citizens (not) support democratic innovations? The role of instrumental motivations in support for participatory budgeting. Research & Politics, 8(2). | link |
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| vanderdoes_2021_pb_location conjoint · source = "conj" |
Dutch citizens in municipalities over 100,000 (Study 2, n=538) rated two hypothetical neighbourhood participatory budgets per task (who can submit, which projects, municipal support, who picks the winner, and how far from home the respondent's own top-ranked project would be built); 6 pairs each, 1-7 approval rating. (CC0 1.0) van der Does, R., & Kantorowicz, J. (2021). Why do citizens (not) support democratic innovations? The role of instrumental motivations in support for participatory budgeting. Research & Politics, 8(2). | link |
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| vanderdoes_2022_participatory_budgeting conjoint · source = "conj" |
Dutch adults (Dynata, Feb-Mar 2019, n=3,246) compared two hypothetical neighbourhood participatory budgets (who can submit, which projects, municipal support, who picks the winner); 6 pairs each, forced choice plus a 1-7 approval rating of each budget. (CC0 1.0) van der Does, R., & Kantorowicz, J. (2022). Political exclusion and support for democratic innovations: Evidence from a conjoint experiment on participatory budgeting. Political Science Research and Methods, 11(4), 947-955. | link |
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| vanderhorst_2017_cebq | Children's Eating Behaviour Questionnaire (CEBQ, Wardle et al. 2001), 35 items rated by the caregiver about the toddler, 1-5. 1,005 US mothers/caregivers of a child aged 12-36 months, online survey 2012. Covariates: caregiver age, child age in months, child sex code, children under 18, US region, education and income codes. (CC BY 4.0) van der Horst K, Sleddens EFC (2017). Parenting styles, feeding styles and food-related parenting practices in relation to toddlers' eating styles: A cluster-analytic approach. PLOS ONE 12(5): e0178149. | link |
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| vanderhorst_2017_cfpq_a | Comprehensive Feeding Practices Questionnaire (CFPQ, Musher-Eizenman & Holub 2007), the 13 frequency-format items (CFPP_1-13), 1-5. 1,005 US mothers/caregivers of a child aged 12-36 months, online survey 2012. Covariates: caregiver age, child age in months, child sex code, children under 18, US region, education and income codes. (CC BY 4.0) van der Horst K, Sleddens EFC (2017). Parenting styles, feeding styles and food-related parenting practices in relation to toddlers' eating styles: A cluster-analytic approach. PLOS ONE 12(5): e0178149. | link |
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| vanderhorst_2017_cfpq_b | Comprehensive Feeding Practices Questionnaire (CFPQ), the 33 agreement-format items (CFPPb_14-46), 1-5. 1,005 US mothers/caregivers of a child aged 12-36 months, online survey 2012. Covariates: caregiver age, child age in months, child sex code, children under 18, US region, education and income codes. (CC BY 4.0) van der Horst K, Sleddens EFC (2017). Parenting styles, feeding styles and food-related parenting practices in relation to toddlers' eating styles: A cluster-analytic approach. PLOS ONE 12(5): e0178149. | link |
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| vanderhorst_2017_cfsq | Caregiver's Feeding Styles Questionnaire (CFSQ, Hughes et al. 2005), 19 items, 1-5. 1,005 US mothers/caregivers of a child aged 12-36 months, online survey 2012. Covariates: caregiver age, child age in months, child sex code, children under 18, US region, education and income codes. (CC BY 4.0) van der Horst K, Sleddens EFC (2017). Parenting styles, feeding styles and food-related parenting practices in relation to toddlers' eating styles: A cluster-analytic approach. PLOS ONE 12(5): e0178149. | link |
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| vanderhorst_2017_cgpq | Comprehensive General Parenting Questionnaire (CGPQ, Sleddens et al.; the deposit's prefix is CGPI), 69 items, 1-5. 1,005 US mothers/caregivers of a child aged 12-36 months, online survey 2012. Covariates: caregiver age, child age in months, child sex code, children under 18, US region, education and income codes. (CC BY 4.0) van der Horst K, Sleddens EFC (2017). Parenting styles, feeding styles and food-related parenting practices in relation to toddlers' eating styles: A cluster-analytic approach. PLOS ONE 12(5): e0178149. | link |
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| vandervoet_2024_performance_info conjoint · source = "conj" |
Belgian municipal politicians and public managers (n = 2,313; 2022) chose which of two road-maintenance or primary-school performance issues to prioritize in 4 choice sets, with the source, nature (subjective/objective), aspiration level (historical, social, target) and attention cost of the performance information varied in a fixed blocked design. (CC BY-NC 4.0) van der Voet, J., & Lerusse, A. V. (2024). Performance information and issue prioritization by political and managerial decision-makers: A discrete choice experiment. Journal of Public Administration Research and Theory, 34(4), 582-597. | link |
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| vanlit_2025_democratic_defence conjoint · source = "conj" |
9,672 respondents in the Netherlands, Germany and France each read one news-release vignette about a Norwegian prime minister's proposal for a new organization controlling media licences or judges, varying the target (media/judiciary), the justification (none, anti-corruption, increased government control) and whether the Supreme Court publicly opposed it (2x3x2). Outcomes: perceived democraticness (1-7), ambiguity and defender credibility. (CC BY 4.0) van Lit, J., & Meijers, M. J. (2025). Defending democracy: Investigating the efficacy of elite democratic defence in a competitive information environment. West European Politics. | link |
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| vanlit_2026_democratic_defence_status conjoint · source = "conj" |
4,785 Dutch online-panel respondents each read one vignette of a parliamentarian defending democracy, who belonged to a government or opposition party and was consistent or inconsistent (2x2), and rated the credibility of the defence on a 1-7 scale. (CC0 1.0) van Lit, J., Meijers, M. J., & van Ham, C. (2026). Credible resistance or political ploy? How government status and consistency shape citizen perceptions of parliamentarians' democratic defence. Journal of European Public Policy. | link |
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| vanloon_2026_older_adults_wellbeing conjoint · source = "conj" |
Adults aged 50+ in Flanders (n = 1,823 panel members, five monthly waves in 2020) rated 7 text vignettes per wave of an older person's life varying in health, social relations, engagement, leisure, religiosity and household income; 0-10 well-being rating (35,049 vignettes). (CC BY 4.0) Van Loon, V., & Decancq, K. (2026). Who are the worst-off? Objective, subjective, and preference-based approaches to measure older adults' well-being. Social Indicators Research. | link |
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| vanoosten_2024_politicians_de conjoint · source = "conj" |
German adults (online panel, Turkish- and former-Soviet-origin respondents oversampled) read 3 pairs of text vignettes of hypothetical Bundestag politicians varying name, gender, migration background, religion and a policy statement, rated each on representation, trust and capability (0-10) and chose one to vote for. 954 respondents. (CC0 1.0) van Oosten, S., Mügge, L., Hakhverdian, A., van der Pas, D., & Vermeulen, F. (2024). German Ethnic Minority and Muslim Attitudes, Voting, Identity and Discrimination (EMMAVID) - EMMAVID Data Germany [Data set]. Harvard Dataverse. | link |
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| vanoosten_2024_politicians_fr conjoint · source = "conj" |
French adults (online panel, respondents of Turkish, North-African and Sub-Saharan African parentage oversampled) read 3 pairs of text vignettes of hypothetical French MPs varying name, gender, migration background, religion and a policy statement, rated each on representation, trust and capability (0-10) and chose one to vote for. 1,199 respondents. (CC0 1.0) van Oosten, S., Mügge, L., Hakhverdian, A., van der Pas, D., & Vermeulen, F. (2024). French Ethnic Minority and Muslim Attitudes, Voting, Identity and Discrimination (EMMAVID) - EMMAVID Data France [Data set]. Harvard Dataverse. | link |
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| vanoosten_2024_politicians_nl conjoint · source = "conj" |
Dutch online-panel respondents (EMMAVID Netherlands, ethnic minorities oversampled) evaluated 3 pairs of text vignettes of hypothetical Dutch MPs varying name, gender, migration background, religion and a policy statement. 905 respondents; vote choice per pair plus 0-10 ratings of representation, trust and capability. (CC0 1.0) van Oosten, S., Mügge, L., Hakhverdian, A., & van der Pas, D. (2024). Dutch Ethnic Minority and Muslim Attitudes, Voting, Identity and Discrimination (EMMAVID) - EMMAVID Data the Netherlands [Data set]. Harvard Dataverse. | link |
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| vanteffelen_2020_aq_hostility | 8-item Aggression Questionnaire hostility subscale, 1-5 scale, Dutch community/clinical sample (CC BY 4.0) van Teffelen MW, Lobbestael J, Voncken MJ, Peeters F (2020) Uncovering the hierarchical structure of self-reported hostility. PLoS ONE. | link |
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| vanteffelen_2020_foa | 40-item Forms of Aggression Questionnaire, 1-5 scale, Dutch community/clinical sample (CC BY 4.0) van Teffelen MW, Lobbestael J, Voncken MJ, Peeters F (2020) Uncovering the hierarchical structure of self-reported hostility. PLoS ONE. | link |
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| vanteffelen_2020_pid5_hostility | 10-item PID-5 hostility facet, 0-3 scale, Dutch community/clinical sample (CC BY 4.0) van Teffelen MW, Lobbestael J, Voncken MJ, Peeters F (2020) Uncovering the hierarchical structure of self-reported hostility. PLoS ONE. | link |
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| vanteffelen_2020_rpq | 23-item Reactive-Proactive Aggression Questionnaire, 1-3 scale, Dutch community/clinical sample (CC BY 4.0) van Teffelen MW, Lobbestael J, Voncken MJ, Peeters F (2020) Uncovering the hierarchical structure of self-reported hostility. PLoS ONE. | link |
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| vanteffelen_2020_trait_anger | 10-item STAXI-2 Trait Anger scale, 1-4 scale, Dutch community/clinical sample (CC BY 4.0) van Teffelen MW, Lobbestael J, Voncken MJ, Peeters F (2020) Uncovering the hierarchical structure of self-reported hostility. PLoS ONE. | link |
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| vaporova_2020_imitation | Imitation of prosocial/antisocial agents in infants and children; 3 binary items; N=82 (CC BY 4.0) Vaporova E., Zmyj N. (2020). Social evaluation and imitation of prosocial and antisocial agents in infants, children, and adults. PLOS ONE. | link |
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| vargiu_2026_incivility_tweets conjoint · source = "conj" |
US adults (CloudResearch, February 2024; 2,052 respondents with ratings) saw 3 pairs of hypothetical Congressional candidates' Twitter profiles ending in an uncivil attack, varying party, gender (name and photo), leadership traits, insider status, attack type, issue, insult vs ridicule and incivility context; each attack was rated 0-100 on impoliteness, unacceptability, abnormality and wrongness, and each candidate on a 0-100 feeling thermometer. (CC0 1.0) Vargiu, C., Nai, A., & Garzia, D. (2026). Incivility does not exist: An experimental assessment on the drivers of incivility perceptions and their effects on candidate evaluations. The Journal of Politics, 88(2), 867-881. | link |
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| vasquez_2013_reading_comprehension | Reading comprehension test, 28 items (literal 9, reorganisation 7, inferential 9, critical 3), 0/1 (error/correct); the 9 literal items are 1 for every pupil; N = 120 sixth-grade pupils at a school in Callao, Peru; cov_gender, cov_shift, cov_section. (CC0 1.0) Vásquez-Camarena, E. (2013). Comprensión lectora, según género, en alumnos del sexto grado de una institución educativa del distrito del Callao [Data set]. Zenodo. https://doi.org/10.5281/zenodo.22707 | link |
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| vaughn_2025_police_park_r1 conjoint · source = "conj" |
1,529 US online respondents (replication, May 2024) read one park police-civilian encounter vignette in which civilian race, officer race (Black or White), the demeanor of officer and civilian (four pairs) and the officer's decision (escort or ticket) were randomized. Outcomes: preferred punishment and three fairness ratings. (CC0 1.0) Vaughn, P. E., & Huber, G. A. (2025). Seeing the state in action: Public preferences about and judgments of common police-civilian interactions. Criminology. | link |
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| vaughn_2025_police_park_s1 conjoint · source = "conj" |
2,017 US online respondents (Study 1, 2021) read one police-civilian park encounter vignette in which officer race (Black or White), the polite or hostile demeanor of officer and civilian (five pairs) and the officer's decision (escort from the park or ticket) were randomized. Outcomes: expected and preferred punishment and fairness ratings. (CC0 1.0) Vaughn, P. E., & Huber, G. A. (2025). Seeing the state in action: Public preferences about and judgments of common police-civilian interactions. Criminology. | link |
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| vaughn_2025_police_weapon_s2 conjoint · source = "conj" |
2,147 US online respondents (Study 2, Lucid 2021) read one police-civilian encounter vignette in which officer race, the polite or hostile demeanor of officer and civilian (four pairs), whether the civilian held a baseball bat, and the punishment (ticket or arrest) were randomized. Nine ratings of threat, expected and preferred punishment and fairness. (CC0 1.0) Vaughn, P. E., & Huber, G. A. (2025). Seeing the state in action: Public preferences about and judgments of common police-civilian interactions. Criminology. | link |
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| vecchiato_2025_candidates_text conjoint · source = "conj" |
US YouGov respondents who use Facebook or Twitter (2022, n=500) chose between two hypothetical Members of Congress in 10 text (box) conjoint tasks varying 9 attributes. Outcome: which candidate they would rather have as their Representative. (CC0 1.0) Vecchiato, A., & Munger, K. (2025). Introducing the visual conjoint, with an application to candidate evaluation on social media. Journal of Experimental Political Science, 12(1), 57-71. | link |
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| vecchiato_2025_candidates_visual conjoint · source = "conj" |
US YouGov respondents who use Facebook or Twitter (2022, n=500) chose between two hypothetical Members of Congress shown as mock Twitter profiles (photo, bio, follower and like counts, two partisan tweets) in 10 tasks varying 9 attributes. Outcome: which candidate they would rather have as their Representative. (CC0 1.0) Vecchiato, A., & Munger, K. (2025). Introducing the visual conjoint, with an application to candidate evaluation on social media. Journal of Experimental Political Science, 12(1), 57-71. | link |
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| vegetti_2021_aggression | US survey: aggression (29-item Buss-Perry length), 29 items, 1-7; N = 694 (incl. a pilot, cov_pilot); cov_gender, cov_birth_year, cov_ideology, cov_income, cov_degree. (CC0 1.0) Vegetti, F., & Littvay, L. (2021). Belief in conspiracy theories and attitudes toward political violence. Italian Political Science Review, 1-15. https://doi.org/10.1017/ipo.2021.17 | link |
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| vegetti_2021_conspiracy | US survey: conspiracy beliefs, 15 items, 1-5; N = 694 (incl. a pilot, cov_pilot); cov_gender, cov_birth_year, cov_ideology, cov_income, cov_degree. (CC0 1.0) Vegetti, F., & Littvay, L. (2021). Belief in conspiracy theories and attitudes toward political violence. Italian Political Science Review, 1-15. https://doi.org/10.1017/ipo.2021.17 | link |
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| vegetti_2021_intself | US survey: intself block (deposit code, undocumented), 8 items, 1-7; N = 694 (incl. a pilot, cov_pilot); cov_gender, cov_birth_year, cov_ideology, cov_income, cov_degree. (CC0 1.0) Vegetti, F., & Littvay, L. (2021). Belief in conspiracy theories and attitudes toward political violence. Italian Political Science Review, 1-15. https://doi.org/10.1017/ipo.2021.17 | link |
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| vegetti_2021_radical_action | US survey: radical action intentions, 6 items, 1-7; N = 694 (incl. a pilot, cov_pilot); cov_gender, cov_birth_year, cov_ideology, cov_income, cov_degree. (CC0 1.0) Vegetti, F., & Littvay, L. (2021). Belief in conspiracy theories and attitudes toward political violence. Italian Political Science Review, 1-15. https://doi.org/10.1017/ipo.2021.17 | link |
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| vegetti_2021_rwa | US survey: right-wing authoritarianism, 19 items, 1-7; N = 694 (incl. a pilot, cov_pilot); cov_gender, cov_birth_year, cov_ideology, cov_income, cov_degree. (CC0 1.0) Vegetti, F., & Littvay, L. (2021). Belief in conspiracy theories and attitudes toward political violence. Italian Political Science Review, 1-15. https://doi.org/10.1017/ipo.2021.17 | link |
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| vegetti_2021_sdo | US survey: social dominance orientation, 16 items, 1-7; N = 694 (incl. a pilot, cov_pilot); cov_gender, cov_birth_year, cov_ideology, cov_income, cov_degree. (CC0 1.0) Vegetti, F., & Littvay, L. (2021). Belief in conspiracy theories and attitudes toward political violence. Italian Political Science Review, 1-15. https://doi.org/10.1017/ipo.2021.17 | link |
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| vegetti_2021_trust | US survey: trust ratings (10 targets), 10 items, 0-10; N = 694 (incl. a pilot, cov_pilot); cov_gender, cov_birth_year, cov_ideology, cov_income, cov_degree. (CC0 1.0) Vegetti, F., & Littvay, L. (2021). Belief in conspiracy theories and attitudes toward political violence. Italian Political Science Review, 1-15. https://doi.org/10.1017/ipo.2021.17 | link |
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| vegetti_2021_violence | US survey: endorsement of political violence, 4 items, 1-5; N = 694 (incl. a pilot, cov_pilot); cov_gender, cov_birth_year, cov_ideology, cov_income, cov_degree. (CC0 1.0) Vegetti, F., & Littvay, L. (2021). Belief in conspiracy theories and attitudes toward political violence. Italian Political Science Review, 1-15. https://doi.org/10.1017/ipo.2021.17 | link |
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| velten_2018_sesii_wm | Sexual Excitation/Sexual Inhibition Inventory for Women and Men (SESII-W/M), 30 items, German version, 1 strongly disagree (Lehne stark ab) to 4 strongly agree (Stimme stark zu). Item codes are the deposit's sesiiwm1..30 (no wording in the file). 2,708 adults from a population-based German sample (random residential sample aged 18-75, telephone screening then online or paper questionnaire). Covariates: gender, age, relationship status and duration, children, sexual orientation code, steady partner, survey mode, couple-study flag, high-school degree, income band. (CC BY 4.0) Velten J, Scholten S, Margraf J (2018). Psychometric properties of the Sexual Excitation/Sexual Inhibition Inventory for Women and Men (SESII-W/M) and the Sexual Excitation Scales/Sexual Inhibition Scales-Short Form (SIS/SES-SF) in a population-based sample in Germany. PLOS ONE 13(3): e0193080. | link |
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| velten_2018_sis_ses_sf | Sexual Inhibition Scales/Sexual Excitation Scales short form (SIS/SES-SF), 14 items, German version, 1 (Trifft ueberhaupt nicht zu) to 4 (Trifft genau zu). Item codes are the deposit's sisses1..14. 2,708 adults from a population-based German sample (random residential sample aged 18-75, telephone screening then online or paper questionnaire). Covariates: gender, age, relationship status and duration, children, sexual orientation code, steady partner, survey mode, couple-study flag, high-school degree, income band. (CC BY 4.0) Velten J, Scholten S, Margraf J (2018). Psychometric properties of the Sexual Excitation/Sexual Inhibition Inventory for Women and Men (SESII-W/M) and the Sexual Excitation Scales/Sexual Inhibition Scales-Short Form (SIS/SES-SF) in a population-based sample in Germany. PLOS ONE 13(3): e0193080. | link |
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| ventura_2024_security_candidates conjoint · source = "conj" |
Mexican adults from a Netquest online panel (March-May 2020) chose between two hypothetical candidates in 2 tasks varying party, security-policy proposal, previous experience and gender. 2,317 respondents with at least one answered task; binary choice. (CC0 1.0) Ventura, T., Ley, S., & Cantú, F. (2024). Voting for law and order: Evidence from a survey experiment in Mexico. Comparative Political Studies, 57(2), 551-583. | link |
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| ventura_2025_quadrant_a | Psychometric Evaluation of the Whole Brain Model - Adaptation of the HBDI for Business Students. IRW table ventura_2025_quadrant_a: 578 respondents x 10 items, 5780 responses. (CC BY 4.0) Ventura, J.; Vertiz, H. (2025). Psychometric Evaluation of the Whole Brain Model - Adaptation of the HBDI for Business Students. Mendeley Data, V2. | link |
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| ventura_2025_quadrant_b | Psychometric Evaluation of the Whole Brain Model - Adaptation of the HBDI for Business Students. IRW table ventura_2025_quadrant_b: 578 respondents x 10 items, 5780 responses. (CC BY 4.0) Ventura, J.; Vertiz, H. (2025). Psychometric Evaluation of the Whole Brain Model - Adaptation of the HBDI for Business Students. Mendeley Data, V2. | link |
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| ventura_2025_quadrant_c | Psychometric Evaluation of the Whole Brain Model - Adaptation of the HBDI for Business Students. IRW table ventura_2025_quadrant_c: 578 respondents x 10 items, 5780 responses. (CC BY 4.0) Ventura, J.; Vertiz, H. (2025). Psychometric Evaluation of the Whole Brain Model - Adaptation of the HBDI for Business Students. Mendeley Data, V2. | link |
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| ventura_2025_quadrant_d | Psychometric Evaluation of the Whole Brain Model - Adaptation of the HBDI for Business Students. IRW table ventura_2025_quadrant_d: 578 respondents x 10 items, 5780 responses. (CC BY 4.0) Ventura, J.; Vertiz, H. (2025). Psychometric Evaluation of the Whole Brain Model - Adaptation of the HBDI for Business Students. Mendeley Data, V2. | link |
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| venugopal_2025_big_five | Big Five marker inventory, 50 items (extra/agree/consc/emoti/intel 1-10), 1-5; N = 124; cov_gender. (CC0 1.0) Venugopal, S. K. (2025). Personality and moral foundations [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/LQOADH | link |
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| venugopal_2025_mfq | Moral Foundations Questionnaire, 30 items (harm/fair/loya/auth/purity 1-6), 0-5; N = 124; cov_gender. (CC0 1.0) Venugopal, S. K. (2025). Personality and moral foundations [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/LQOADH | link |
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| vera_2025_anticorruption conjoint · source = "conj" |
Paraguayan adults (n=2,058, online panel 2021) compared 5 pairs of hypothetical municipal candidates varying in anti-corruption platform, bribery and embezzlement record, gender, ideology, party, competence, age and education. Two choices per pair: which to vote for (with an option not to vote) and which would most reduce corruption. (CC0 1.0) Vera, S. (2025). Cleaning up politics: Anti-corruption appeals in electoral campaigns. British Journal of Political Science, 55, e108. | link |
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| veramendoza_2026_bfi15p | Big Five Inventory-15P (Peruvian short form), 15 items, 1-5. 110 Peruvian health-sciences undergraduates. (CC BY 4.0) Vera Mendoza EM (2026). Base de datos del Burnout y rasgos de personalidad como predictores de ideacion suicida [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23790531 | link |
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| veramendoza_2026_mbiss | Maslach Burnout Inventory-Student Survey as administered (exhaustion, cynicism, academic efficacy), 14 items, 1-5. 110 Peruvian health-sciences undergraduates. (CC BY 4.0) Vera Mendoza EM (2026). Base de datos del Burnout y rasgos de personalidad como predictores de ideacion suicida [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23790531 | link |
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| veramendoza_2026_pansi | Positive and Negative Suicide Ideation Inventory (8 negative, 6 positive items), 14 items, 0-4, raw. 110 Peruvian health-sciences undergraduates. (CC BY 4.0) Vera Mendoza EM (2026). Base de datos del Burnout y rasgos de personalidad como predictores de ideacion suicida [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23790531 | link |
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| verbagg | Self-Reports of whether one would want or do acts of verbal aggression. (GPL-3.0) De Boeck and Wilson (2004), Explanatory Item Response Models, Springer. | link |
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| vermeiren_2022_art | Author Recognition Test: Measures participants’ exposure to print and reading frequency by identifying real fiction authors among foils. Scores reflect general cultural literacy and reading habits rather than comprehension. (CC BY 4.0) Vermeiren, H., Vandendaele, A., & Brysbaert, M. (2023). Validated tests for language research with university students whose native language is English: Tests of vocabulary, general knowledge, author recognition, and reading comprehension. Behavior Research Methods, 55(3), 1036-1068. | link |
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| vermeiren_2022_bfi | BFI: Assesses the personality trait of openness to experience, measured via the BFI-2 short form included in the study’s test battery. (CC BY 4.0) Vermeiren, H., Vandendaele, A., & Brysbaert, M. (2023). Validated tests for language research with university students whose native language is English: Tests of vocabulary, general knowledge, author recognition, and reading comprehension. Behavior Research Methods, 55(3), 1036-1068. | link |
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| vermeiren_2022_comp | Text Comprehension Tests: Measures comprehension of short texts from multiple sources. Includes Griffin et al. (2008), Yeari et al. (2015), Kane & Miyake (2007), and a custom text set. Accuracy scores reflect comprehension and reasoning over passages. (CC BY 4.0) Vermeiren, H., Vandendaele, A., & Brysbaert, M. (2023). Validated tests for language research with university students whose native language is English: Tests of vocabulary, general knowledge, author recognition, and reading comprehension. Behavior Research Methods, 55(3), 1036-1068. | link |
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| vermeiren_2022_gk | General Knowledge: Assesses breadth of factual knowledge across multiple domains (65 multiple-choice items). Serves as a measure of crystallized intelligence and general knowledge. (CC BY 4.0) Vermeiren, H., Vandendaele, A., & Brysbaert, M. (2023). Validated tests for language research with university students whose native language is English: Tests of vocabulary, general knowledge, author recognition, and reading comprehension. Behavior Research Methods, 55(3), 1036-1068. | link |
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| vermeiren_2022_nd | Nelson–Denny Vocabulary Test: Assesses vocabulary knowledge as a measure of crystallized intelligence. Includes 80 items with five response alternatives. (CC BY 4.0) Vermeiren, H., Vandendaele, A., & Brysbaert, M. (2023). Validated tests for language research with university students whose native language is English: Tests of vocabulary, general knowledge, author recognition, and reading comprehension. Behavior Research Methods, 55(3), 1036-1068. | link |
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| vermeiren_2022_rf | Reading Frequency Questionnaire: Self-report of reading habits across six activities (fiction, non-fiction, magazines, social media, websites, word games) with 24 items total. Reflects exposure to print and reading engagement. (CC BY 4.0) Vermeiren, H., Vandendaele, A., & Brysbaert, M. (2023). Validated tests for language research with university students whose native language is English: Tests of vocabulary, general knowledge, author recognition, and reading comprehension. Behavior Research Methods, 55(3), 1036-1068. | link |
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| vermeiren_2022_vocab | Student Vocabulary Tests: Assesses crystallized intelligence and vocabulary knowledge. StuVoc1 focuses on specialized words; StuVoc2 on general words. Tests include 50 items each, four response alternatives, selected via MIRT analysis. (CC BY 4.0) Vermeiren, H., Vandendaele, A., & Brysbaert, M. (2023). Validated tests for language research with university students whose native language is English: Tests of vocabulary, general knowledge, author recognition, and reading comprehension. Behavior Research Methods, 55(3), 1036-1068. | link |
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| vervets_2015_2017 competitions · source = "comp" |
Wild vervet monkey dyadic aggressive interactions, 66 animals, 2015-2017. One row per interaction with native draws and undecided outcomes. (CC BY 4.0) Vilette, C., Bonnell, T., Henzi, P., & Barrett, L. (2020). Comparing dominance hierarchy methods using a data-splitting approach with real-world data. Behavioral Ecology, 31(6), 1379-1390. | link |
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| vezhodulu_2025_celebrity_worship | 24-item Celebrity Worship Scale (1-5) from 601 Indian professional-college students. (CC BY 4.0) Vezhodulu, S., Velayudhan, B., & Yesodharan, R. (2025). Anonymized dataset for: In the Spotlight: Exploring Celebrity Worship, Body Image and Self-Esteem among Indian Professional College Students. figshare. | link |
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| vezhodulu_2025_rses | Rosenberg Self-Esteem Scale, 10 items (1-4), from 601 Indian professional-college students. (CC BY 4.0) Vezhodulu, S., Velayudhan, B., & Yesodharan, R. (2025). Anonymized dataset for: In the Spotlight: Exploring Celebrity Worship, Body Image and Self-Esteem among Indian Professional College Students. figshare. | link |
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| vezhodulu_2025_yabis_a | YABIS part A figure-rating block: actual and ideal ratings (1-6) on five body aspects from 601 Indian professional-college students. (CC BY 4.0) Vezhodulu, S., Velayudhan, B., & Yesodharan, R. (2025). Anonymized dataset for: In the Spotlight: Exploring Celebrity Worship, Body Image and Self-Esteem among Indian Professional College Students. figshare. | link |
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| vezhodulu_2025_yabis_b | YABIS part B body-image questionnaire, 24 items (1-5), from 601 Indian professional-college students. (CC BY 4.0) Vezhodulu, S., Velayudhan, B., & Yesodharan, R. (2025). Anonymized dataset for: In the Spotlight: Exploring Celebrity Worship, Body Image and Self-Esteem among Indian Professional College Students. figshare. | link |
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| vicens_2021_bis11 | Barratt Impulsiveness Scale, 30 items, 1 never/rarely to 4 always/almost always; items with suffix i stored reversed. 1,607 adults in Catalonia and Valencia, online Petrocovid Survey during the spring 2020 COVID-19 lockdown. Covariates: sex, age. (CC0 1.0) Vicens P, Heredia L, Bustamante E, Pérez Y, Domingo JL, Torrente M (2021) Does living close to a petrochemical complex increase the adverse psychological effects of the COVID-19 lockdown? PLoS ONE 16(3): e0249058. https://doi.org/10.1371/journal.pone.0249058 | link |
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| vicens_2021_erq | Emotion Regulation Questionnaire, 10 items, 1 strongly disagree to 7 strongly agree. 1,607 adults in Catalonia and Valencia, online Petrocovid Survey during the spring 2020 COVID-19 lockdown. Covariates: sex, age. (CC0 1.0) Vicens P, Heredia L, Bustamante E, Pérez Y, Domingo JL, Torrente M (2021) Does living close to a petrochemical complex increase the adverse psychological effects of the COVID-19 lockdown? PLoS ONE 16(3): e0249058. https://doi.org/10.1371/journal.pone.0249058 | link |
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| vicens_2021_hads | Hospital Anxiety and Depression Scale, 14 items (A1-A7, D1-D7), 0-3; items with suffix i stored reversed. 1,607 adults in Catalonia and Valencia, online Petrocovid Survey during the spring 2020 COVID-19 lockdown. Covariates: sex, age. (CC0 1.0) Vicens P, Heredia L, Bustamante E, Pérez Y, Domingo JL, Torrente M (2021) Does living close to a petrochemical complex increase the adverse psychological effects of the COVID-19 lockdown? PLoS ONE 16(3): e0249058. https://doi.org/10.1371/journal.pone.0249058 | link |
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| vicens_2021_pss | Perceived Stress Scale, 14 items, 0 never to 4 very often; items with suffix i stored reversed. 1,607 adults in Catalonia and Valencia, online Petrocovid Survey during the spring 2020 COVID-19 lockdown. Covariates: sex, age. (CC0 1.0) Vicens P, Heredia L, Bustamante E, Pérez Y, Domingo JL, Torrente M (2021) Does living close to a petrochemical complex increase the adverse psychological effects of the COVID-19 lockdown? PLoS ONE 16(3): e0249058. https://doi.org/10.1371/journal.pone.0249058 | link |
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| vigl_2022_bfi2xs | Big Five Inventory-2 extra-short form (BFI-2-XS), 15 items, 1-5, stored reverse-scored by the depositors. 3,243 adults in a romantic relationship from 67 countries (mostly Italy, US, UK, Germany/Austria/Switzerland), online survey April-June 2020 in English, Italian or German. Covariates: gender, age, cohabiting, partner distance, children, relationship type, relationship duration, country group, survey language. (CC BY 4.0) Vigl J, Strauss H, Talamini F, Zentner M (2022) Relationship satisfaction in the early stages of the COVID-19 pandemic: A cross-national examination of situational, dispositional, and relationship factors. PLoS ONE 17(3): e0264511. https://doi.org/10.1371/journal.pone.0264511 | link |
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| vigl_2022_pandemic_worries | Pandemic-related worries (spread, others' health, own health, work, money, friends), 6 items, 1 not worried at all - 10 very worried. 3,243 adults in a romantic relationship from 67 countries (mostly Italy, US, UK, Germany/Austria/Switzerland), online survey April-June 2020 in English, Italian or German. Covariates: gender, age, cohabiting, partner distance, children, relationship type, relationship duration, country group, survey language. (CC BY 4.0) Vigl J, Strauss H, Talamini F, Zentner M (2022) Relationship satisfaction in the early stages of the COVID-19 pandemic: A cross-national examination of situational, dispositional, and relationship factors. PLoS ONE 17(3): e0264511. https://doi.org/10.1371/journal.pone.0264511 | link |
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| vigl_2022_ras_before | Relationship Assessment Scale (7 items) plus one sexual satisfaction item, 1-5, rated retrospectively for before the COVID-19 pandemic (same sitting as vigl_2022_ras_now; same ids). 3,243 adults in a romantic relationship from 67 countries (mostly Italy, US, UK, Germany/Austria/Switzerland), online survey April-June 2020 in English, Italian or German. Covariates: gender, age, cohabiting, partner distance, children, relationship type, relationship duration, country group, survey language. (CC BY 4.0) Vigl J, Strauss H, Talamini F, Zentner M (2022) Relationship satisfaction in the early stages of the COVID-19 pandemic: A cross-national examination of situational, dispositional, and relationship factors. PLoS ONE 17(3): e0264511. https://doi.org/10.1371/journal.pone.0264511 | link |
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| vigl_2022_ras_now | Relationship Assessment Scale (7 items) plus one sexual satisfaction item, 1-5, rated for the present, early COVID-19 pandemic (same sitting and ids as vigl_2022_ras_before). 3,243 adults in a romantic relationship from 67 countries (mostly Italy, US, UK, Germany/Austria/Switzerland), online survey April-June 2020 in English, Italian or German. Covariates: gender, age, cohabiting, partner distance, children, relationship type, relationship duration, country group, survey language. (CC BY 4.0) Vigl J, Strauss H, Talamini F, Zentner M (2022) Relationship satisfaction in the early stages of the COVID-19 pandemic: A cross-national examination of situational, dispositional, and relationship factors. PLoS ONE 17(3): e0264511. https://doi.org/10.1371/journal.pone.0264511 | link |
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| vigl_2022_shared_time_change | Change in shared time with the partner since before the pandemic: physical contact (-3 to 3) and conversations, joint activities, sex (-4 much less to 4 much more), 4 items. 3,243 adults in a romantic relationship from 67 countries (mostly Italy, US, UK, Germany/Austria/Switzerland), online survey April-June 2020 in English, Italian or German. Covariates: gender, age, cohabiting, partner distance, children, relationship type, relationship duration, country group, survey language. (CC BY 4.0) Vigl J, Strauss H, Talamini F, Zentner M (2022) Relationship satisfaction in the early stages of the COVID-19 pandemic: A cross-national examination of situational, dispositional, and relationship factors. PLoS ONE 17(3): e0264511. https://doi.org/10.1371/journal.pone.0264511 | link |
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| vik_2025_unelected_representation conjoint · source = "conj" |
8,279 Kantar panel respondents in Germany, Italy, Romania and Sweden (July 2022) compared 4 pairs of fictitious activist Twitter profiles varying gender, age, an issue claim (pro/anti climate, immigration, taxation) and a personality cue (narcissism/agreeableness); outcomes are which profile made them feel more represented and a 1-7 rating of feeling represented by each. (CC0 1.0) Vik, A., de Wilde, P., Treib, O., & Aaroe, L. (2025). Venturing beyond the vote: Routes to feeling represented through unelected representation. British Journal of Political Science, 55, e102. | link |
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| vila_lopez_2023_awareness | Brand awareness, 5 items, answered by 1,922 respondents rating a brand on a 1-8 scale. (CC BY 4.0) Vila López, N., Küster-Boluda, I., & Ugalde-Sánchez, C. (2023). BRAND ATTACHMENT DATA BASE. Zenodo. | link |
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| vila_lopez_2023_credibility | Brand credibility, 6 items, answered by 1,922 respondents rating a brand on a 1-8 scale. (CC BY 4.0) Vila López, N., Küster-Boluda, I., & Ugalde-Sánchez, C. (2023). BRAND ATTACHMENT DATA BASE. Zenodo. | link |
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| vila_lopez_2023_loyalty | Brand loyalty, 3 items, answered by 1,922 respondents rating a brand on a 1-8 scale. (CC BY 4.0) Vila López, N., Küster-Boluda, I., & Ugalde-Sánchez, C. (2023). BRAND ATTACHMENT DATA BASE. Zenodo. | link |
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| vila_lopez_2023_perceived_risk | Perceived purchase risk, 3 items, answered by 1,922 respondents rating a brand on a 1-8 scale. (CC BY 4.0) Vila López, N., Küster-Boluda, I., & Ugalde-Sánchez, C. (2023). BRAND ATTACHMENT DATA BASE. Zenodo. | link |
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| vila_lopez_2023_personality_a | Brand-personality adjectives, set A, 10 items, answered by 1,922 respondents rating a brand on a 1-8 scale. (CC BY 4.0) Vila López, N., Küster-Boluda, I., & Ugalde-Sánchez, C. (2023). BRAND ATTACHMENT DATA BASE. Zenodo. | link |
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| vila_lopez_2023_personality_b | Brand-personality adjectives, set B, 15 items, answered by 1,922 respondents rating a brand on a 1-8 scale. (CC BY 4.0) Vila López, N., Küster-Boluda, I., & Ugalde-Sánchez, C. (2023). BRAND ATTACHMENT DATA BASE. Zenodo. | link |
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| vila_lopez_2023_purchase_intention | Purchase intention, 3 items, answered by 1,922 respondents rating a brand on a 1-8 scale. (CC BY 4.0) Vila López, N., Küster-Boluda, I., & Ugalde-Sánchez, C. (2023). BRAND ATTACHMENT DATA BASE. Zenodo. | link |
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| vilaca_2024_corruption_crusaders conjoint · source = "conj" |
Brazilian online panel respondents (Netquest, Nov-Dec 2021; 1,116 raters, 1,010 in the authors' analysis sample) rated three randomly generated mayoral campaign leaflets one at a time, varying occupation (police, military, pastor, doctor, teacher, none), slogan type, political experience, economic policy, gender, race and name; outcomes are likelihood of support and perceived effectiveness on security, corruption and unemployment. (CC0 1.0) Vilaça, L., & Turner, J. R. (2024). The new corruption crusaders: Security sector ties as an anti-corruption voting heuristic. Latin American Politics and Society. | link |
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| vilela_estrada_2025_hads | Hospital Anxiety and Depression Scale (HADS, Spanish version), 14 items (anxiety odd, depression even); 14 items, 0-3; 467 adults with cancer at a public specialised cancer institute in Peru; covariates: cov_age, cov_sex, cov_marital, cov_education, cov_employment. (CC BY 4.0) Vilela-Estrada, A. L., Villarreal-Zegarra, D., Copez-Lonzoy, A., Esenarro-Valencia, L., Sanchez-Ramirez, J., Lamas-Delgado, F., Ambrosio-Melgarejo, J., Reategui-Rivera, C. M., & Finkelstein, J. (2025). Psychometric properties of the Spanish version of the hospital anxiety and depression scale in cancer patients. Frontiers in Psychology, 15, 1497946. https://doi.org/10.3389/fpsyg.2024.1497946 | link |
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| viljoen_2021_ecg_context | ECG interpretation test: the same 25 ECGs as multiple-choice questions twice, without (Test 1) and then with (Test 2, suffix _scen) a clinical vignette, scored 0/1; item_family pairs each ECG's two administrations (Test 2 prolonged QT omitted, ambiguous column). 172 junior and senior medical students and residents, University of Cape Town. Covariate: cohort. (CC BY-NC 4.0) Viljoen, C. A., Millar, R. S., Manning, K., Hoevelmann, J., & Burch, V. C. (2021). Clinically contextualised ECG interpretation: the impact of prior clinical exposure and case vignettes on ECG diagnostic accuracy. BMC Medical Education, 21, 417. https://doi.org/10.1186/s12909-021-02854-x | link |
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| villamizar_2024_afro_districts conjoint · source = "conj" |
District-choice conjoint: 1,200 Afro-Colombian adults (online convenience sample, Oct-Nov 2021) each chose which of two hypothetical electoral districts (ethnic reserved-seat vs territorial, number of candidates, experience, vote buying, candidates' ethnicity, past projects, networks) they would vote in, 3 times; forced choice. (CC0 1.0) Villamizar-Chaparro, M., & Echeverri-Pineda, C. (2025). Group consciousness, organizational membership, and district choice: Evidence from the Afro-Colombian reserved seats. Political Behavior, 47, 825-846. | link |
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| villarrealzegarra2026_trif | TRI-F (Telemedicine Readiness Inventory for Facilities), 1-4 Likert; N=993, 85 items, Peruvian primary care health workers (CC BY 4.0) Villarreal-Zegarra, D. (2026). Adaptation and Psychometric Validation of a Facility-Level Tool to Assess Telemedicine Readiness in Primary Care. | link |
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| vinasvelazquez_2022_vsabhc | Valencia Scale of Attitudes and Beliefs toward Hypnosis, Client version (Spanish), 37 items (1-6), 1,166 Mexican university students, with a two-month retest of 139 as wave 2 (CC BY 4.0) Viñas-Velázquez, B. M., Mejía-Ramírez, M. A., Mendoza, M. E., Islas-Limón, J. Y., & Capafons, A. (2022). Psychometric properties of the Valencia Scale of Attitudes and Beliefs toward Hypnosis Client version (VSABH-C) in a Mexican sample. Quality & Quantity, 56, 3685-3697. | link |
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| visconti_2021_chile_candidates conjoint · source = "conj" |
Face-to-face sample in low-to-middle-income Santiago neighbourhoods (2017, control arm, n = 290) chose between 5 pairs of hypothetical presidential candidates varying in ideology (left/right), profession and age; choice with a volunteered 'neither' option. (CC0 1.0) Visconti, G. (2021). Reevaluating the role of ideology in Chile. Latin American Politics and Society, 63(2), 1-25. | link |
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| visconti_2022_flood_candidates conjoint · source = "conj" |
Residents of Paipote (Atacama, Chile) surveyed after the 2015 floods (210 respondents, 204 with answers) chose between two hypothetical candidates in 8 pairs described by ideology, profession, gender, age, political experience and whether they would hand out economic aid (Spanish text); flood exposure is the natural-experiment treatment. (CC0 1.0) Visconti, G. (2022). After the flood: Disasters, ideological voting and electoral choices in Chile. Political Behavior, 44(4), 1985-2004. | link |
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| vocab_assessment_3_to_8_year_old_children | Receptive vocabulary task (in German) for children 3-8 (CC BY 4.0) Bohn, M., Prein, J., Koch, T., Bee, R. M., Delikaya, B., Haun, D., & Gagarina, N. (2024). oREV: An item response theory-based open receptive vocabulary task for 3-to 8-year-old children. Behavior Research Methods, 56(3), 2595-2605. | link |
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| vocabulary_iq | Data on vocabulary knowledge and personality items (CC BY 4.0) (2018). Vocabulary IQ Test [dataset and codebook]. http://openpsychometrics.org/_rawdata/VIQT_data.zip | link |
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| vocabulary_iq_nom nominal · source = "nom" |
Nominal companion of vocabulary_iq (Vocabulary IQ Test, openpsychometrics.org, 2017-2018, 12,173 respondents): for the 45 vocabulary items, text is the pair of words chosen out of five (e.g. "large+big"), or "don't know"; items 46-75 are the personality survey, carried with empty text. (CC BY 4.0) (2018). Vocabulary IQ Test [dataset and codebook]. http://openpsychometrics.org/_rawdata/VIQT_data.zip | link |
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| vocabulary_iq_survey | Optional post-test personality survey from the Vocabulary IQ Test (S1-S30), 30 items, 1-5 agreement. Online volunteers at openpsychometrics.org. Joins vocabulary_iq on id (#3032). (CC BY 4.0) (2018). Vocabulary IQ Test [dataset and codebook]. http://openpsychometrics.org/_rawdata/VIQT_data.zip | link |
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| vogel_2024_attribute_valence_s3 | Emotional valence rating of the 17 citizen adjectives of Study 3, -2 very negative .. +2 very positive; N = 860 German public employees; same covariates as Study 2. (CC BY 4.0) Vogel, R., Vogel, D., Liegat, M. C., & Hensel, D. (2024). From social categorization to implicit citizenship theories: Advancing the socio-cognitive foundations of state-citizen interactions. Public Administration Review. https://doi.org/10.1111/puar.13844 (data: Zenodo 10.5281/zenodo.12732523) | link |
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| vogel_2024_citizen_attributes_s2 | Implicit citizenship theories, Study 2: whether each of 34 adjectives fits the respondent's image of citizens (0 does not fit / 1 fits) with per-item response time (rt, s); N = 611 German public employees; cov_age, cov_gender, cov_academic_degree, cov_part_time, cov_tenure_years, cov_paygroup, cov_admin_level, cov_admin_subfield. (CC BY 4.0) Vogel, R., Vogel, D., Liegat, M. C., & Hensel, D. (2024). From social categorization to implicit citizenship theories: Advancing the socio-cognitive foundations of state-citizen interactions. Public Administration Review. https://doi.org/10.1111/puar.13844 (data: Zenodo 10.5281/zenodo.12732523) | link |
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| vogel_2024_citizen_attributes_s3 | Implicit citizenship theories, Study 3: whether each of 17 adjectives fits the respondent's image of citizens (0/1) with per-item response time (rt, s); N = 860 German public employees; same covariates as Study 2. (CC BY 4.0) Vogel, R., Vogel, D., Liegat, M. C., & Hensel, D. (2024). From social categorization to implicit citizenship theories: Advancing the socio-cognitive foundations of state-citizen interactions. Public Administration Review. https://doi.org/10.1111/puar.13844 (data: Zenodo 10.5281/zenodo.12732523) | link |
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| vollbracht_et_al_2026_ambulatory_assessment | Psychometric properties in ambulatory assessment: slider vs likert scale (CC BY 4.0) Vollbracht, D., Ottenstein, C., Ecker, S. et al. Slider versus Likert scales: Psychometric properties in ambulatory assessment. Behav Res 58, 97 (2026). | link |
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| vonborck_2026_kidkindl_selfesteem | KID-KINDL self-esteem subscale, 4 items, 1 never to 5 all of the time. 218 US fourth- and fifth-grade children, two waves (September and February); treat = modified LiiNK recess intervention vs control district (non-randomised). Covariates: sex, grade, race (uncoded). (CC BY 4.0) von Borck HG, Esposito P, Braun-Trocchio R, Wagner LM, Rhea DJ (2026) Comparing the impact of recess duration on motor coordination and psychological variables: An exploratory study. PLoS ONE 21(11): e0361479. https://doi.org/10.1371/journal.pone.0361479 | link |
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| vonborck_2026_ppasc | Perceived Physical Ability Scale for Children (PPASC), 6 items, 1-4. 218 US fourth- and fifth-grade children, two waves (September and February); treat = modified LiiNK recess intervention vs control district (non-randomised). Covariates: sex, grade, race (uncoded). (CC BY 4.0) von Borck HG, Esposito P, Braun-Trocchio R, Wagner LM, Rhea DJ (2026) Comparing the impact of recess duration on motor coordination and psychological variables: An exploratory study. PLoS ONE 21(11): e0361479. https://doi.org/10.1371/journal.pone.0361479 | link |
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| vonhaefen_2023_stream_quality conjoint · source = "conj" |
Households in Wake, Mecklenburg and Guilford counties, North Carolina, voted for or against four hypothetical stream water quality action plans each (changes in the share of stream miles in the best and worst ecosystem condition, health risk and murky-water-day categories, and a monthly stormwater fee), referendum format; 2,511 respondents. All attributes are stored as the deposit's values (codes) with meanings from the article and the authors' code. (CC0 1.0) von Haefen, R. H., et al. (2023). Replication data for: Estimating the benefits of stream water quality improvements in urbanizing watersheds: An ecological production function approach [Data set]. Harvard Dataverse. | link |
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| vonhippel_2023_fsfi | 21-item Female Sexual Function Index (FSFI)-style battery (desire, arousal, lubrication, orgasm, satisfaction, pain; recoded to a common 0-5/0-6 ordinal scale), from an online survey of N=428 breast cancer survivors on sexual functioning coping strategies. (CC BY 4.0) von Hippel C, Dibble K, Rosenberg S, Bollman-Jenkins M, Weiss M, Partridge A (2023) Taking their wellbeing into their own hands: Self-educated and peer-recommended techniques used by women with breast cancer to improve sexual functioning during treatment and in survivorship. PLoS ONE. | link |
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| voropaeva_2026_health_media_nom nominal · source = "nom" |
Russian-language online survey (N = 121) on cognitive and emotional responses to anthropomorphic illustrations in health media: 2 Likert items (text blank), 7 single-select items (resp = option code by frequency, text = the option, in Russian) and 2 select-all-that-apply questions split into one 0/1 item per option (item_family = question). (CC BY 4.0) Voropaeva, A. (2026). Survey data on cognitive and emotional responses to visual anthropomorphism in health media [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32287584.v2 | link |
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| vossler_2025_farmworker_projects conjoint · source = "conj" |
New York residents recruited on Prolific (n = 1,200) voted with real money ($15 endowment, binding group vote) on farmworker-assistance projects varying educational materials, winter clothing, emergency transportation and cost, in one of three randomized formats: a single project-vs-none vote (600), nine sequential binary votes (300), or nine sequential votes between two projects and none (300). (CC0 1.0) Vossler, C. A., & Zawojska, E. (2025). From simple to complex: A revealed preference test of discrete choice experiment designs. Journal of the Association of Environmental and Resource Economists. | link |
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| voterautrement_2017_borda4 rankings · source = "rank" |
Voter Autrement 2017 online experiment alongside the French presidential election: 11,024 participants ranked exactly 4 of the 11 first-round candidates (Borda-4 ballot). One row per participant x ranked candidate; item = candidate code c01..c11 (alphabetical, names not stored), resp = position 1-4; cov_official_vote = reported first-round vote as a code. Rankings layout (irw_rank family, data/rankings/README.md). (ODbL 1.0) Bouveret, Sylvain; Blanch, Renaud; Baujard, Antoinette; Durand, François; Igersheim, Herrade; Lang, Jérôme; Laruelle, Annick; Laslier, Jean-François; Lebon, Isabelle; Merlin, Vincent. Voter Autrement 2017 - Online Experiment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1199545 | link |
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| voterautrement_2017_irv1 rankings · source = "rank" |
Voter Autrement 2017 online experiment alongside the French presidential election: 10,947 participants ranked between 1 and 11 of the 11 first-round candidates (IRV 1-11 ballot). One row per participant x ranked candidate; item = candidate code c01..c11 in alphabetical order of the printed names (names not stored), resp = position (1 = first); cov_official_vote = the participant's reported first-round vote as the same code. Rankings layout (irw_rank family, data/rankings/README.md). (ODbL 1.0) Bouveret, Sylvain; Blanch, Renaud; Baujard, Antoinette; Durand, François; Igersheim, Herrade; Lang, Jérôme; Laruelle, Annick; Laslier, Jean-François; Lebon, Isabelle; Merlin, Vincent. Voter Autrement 2017 - Online Experiment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1199545 | link |
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| voterautrement_2017_irv4 rankings · source = "rank" |
Voter Autrement 2017 online experiment alongside the French presidential election: 11,219 participants ranked between 4 and 11 of the 11 first-round candidates (IRV 4-11 ballot). One row per participant x ranked candidate; item = candidate code c01..c11 (alphabetical, names not stored), resp = position; cov_official_vote = reported first-round vote as a code. Rankings layout (irw_rank family, data/rankings/README.md). (ODbL 1.0) Bouveret, Sylvain; Blanch, Renaud; Baujard, Antoinette; Durand, François; Igersheim, Herrade; Lang, Jérôme; Laruelle, Annick; Laslier, Jean-François; Lebon, Isabelle; Merlin, Vincent. Voter Autrement 2017 - Online Experiment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.1199545 | link |
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| voterautrement_2022_borda4 rankings · source = "rank" |
Voter Autrement 2022 online experiment alongside the French presidential election: 782 participants ranked exactly 4 of the 12 first-round candidates (Borda-4 ballot). One row per participant x ranked candidate; item = candidate code c01..c12 (alphabetical, names not stored), resp = position 1-4; covariates country, studies, socio-professional group, age band, gender, reported official vote (coded). Rankings layout (irw_rank family, data/rankings/README.md). (ODbL 1.0) Delemazure, Théo; Bouveret, Sylvain. Voter Autrement 2022 - The Online Experiment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10998451 | link |
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| voterautrement_2022_irv1 rankings · source = "rank" |
Voter Autrement 2022 online experiment alongside the French presidential election: 766 participants ranked between 1 and 11 of the 12 first-round candidates (IRV 1-11 ballot). One row per participant x ranked candidate; item = candidate code c01..c12 (alphabetical, names not stored), resp = position; covariates country, studies, socio-professional group, age band, gender, reported official vote (coded). Rankings layout (irw_rank family, data/rankings/README.md). (ODbL 1.0) Delemazure, Théo; Bouveret, Sylvain. Voter Autrement 2022 - The Online Experiment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10998451 | link |
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| voterautrement_2022_irv4 rankings · source = "rank" |
Voter Autrement 2022 online experiment alongside the French presidential election: 743 participants ranked between 4 and 11 of the 12 first-round candidates (IRV 4-11 ballot). One row per participant x ranked candidate; item = candidate code c01..c12 (alphabetical, names not stored), resp = position; covariates country, studies, socio-professional group, age band, gender, reported official vote (coded). Rankings layout (irw_rank family, data/rankings/README.md). (ODbL 1.0) Delemazure, Théo; Bouveret, Sylvain. Voter Autrement 2022 - The Online Experiment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10998451 | link |
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| voterautrement_2024_rep_ranking rankings · source = "rank" |
Voter Autrement 2024 online experiment alongside the French European Parliament election, representative (panel) sample: 955 participants (of 1,002) ranked any number of the 38 party lists. One row per participant x ranked list; item = list code c01..c38 (alphabetical on the official label; not stored), resp = position; cov_intention = stated vote as a code, cov_weight = the deposit's weight, plus age band and education. Rankings layout (irw_rank family, data/rankings/README.md). (ODbL 1.0) Delemazure, Théo; Freeman, Rupert; Lang, Jérôme; Laslier, Jean-François; Peters, Dominik. Voter Autrement 2024 - The Online Experiment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15075251 | link |
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| voterautrement_2024_rep_top2 rankings · source = "rank" |
Voter Autrement 2024 online experiment alongside the French European Parliament election, representative sample: 981 participants (of 1,002) gave a first and optionally a second choice among the 38 party lists (a two-position ranking). One row per participant x choice; item = list code c01..c38 (alphabetical on the official label; not stored), resp = 1 or 2; cov_intention, cov_weight, age band, education. Rankings layout (irw_rank family, data/rankings/README.md). (ODbL 1.0) Delemazure, Théo; Freeman, Rupert; Lang, Jérôme; Laslier, Jean-François; Peters, Dominik. Voter Autrement 2024 - The Online Experiment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15075251 | link |
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| voterautrement_2024_self_ranking rankings · source = "rank" |
Voter Autrement 2024 online experiment alongside the French European Parliament election, self-selected sample: 2,922 participants (of 3,046) ranked any number of the 38 party lists. One row per participant x ranked list; item = list code c01..c38 in alphabetical order of the official list label (labels not stored because several carry a politician's name), resp = position; cov_intention = stated vote as a code, cov_weight = the deposit's post-stratification weight, plus age band and education. Rankings layout (irw_rank family, data/rankings/README.md). (ODbL 1.0) Delemazure, Théo; Freeman, Rupert; Lang, Jérôme; Laslier, Jean-François; Peters, Dominik. Voter Autrement 2024 - The Online Experiment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15075251 | link |
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| voterautrement_2024_self_top2 rankings · source = "rank" |
Voter Autrement 2024 online experiment alongside the French European Parliament election, self-selected sample: 3,005 participants (of 3,046) gave a first and optionally a second choice among the 38 party lists (a two-position ranking). One row per participant x choice; item = list code c01..c38 (alphabetical on the official label; not stored), resp = 1 or 2; cov_intention, cov_weight, age band, education. Rankings layout (irw_rank family, data/rankings/README.md). (ODbL 1.0) Delemazure, Théo; Freeman, Rupert; Lang, Jérôme; Laslier, Jean-François; Peters, Dominik. Voter Autrement 2024 - The Online Experiment [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15075251 | link |
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| vu_2026_school_manager_digital | 15 digital-competence self-rating items (1-5); N = 343 Vietnamese school principals and vice-principals; cov_job_position, cov_work_area, cov_gender, cov_years_service. (CC BY 4.0) Vu Thi, M. H. (2026). Dataset on Factors Associated with School Managers' Digital Competence [data]. Mendeley Data. https://doi.org/10.17632/mfv3tc29xm | link |
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| vuk_2026_participation_legitimacy conjoint · source = "conj" |
6,031 respondents in Spain and Switzerland each rated two vignettes of a participatory decision process on a local policy topic (police vs community safety, cars vs public transport), varying participation type (online, in-person, none) and selection mode (self-selection, sortition); rated fairness and acceptance on 1-10 scales. (CC0 1.0) Vuk, V. (2026). Can online participation match in-person democratic engagement? Evidence from a cross-national experiment. Policy & Internet, 18(3). | link |
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| vuong_2020_pss | Perceived Stress Scale (PSS-10), 10 items, scored codes. 5,447 adult Text4Hope subscribers, one-week survey. Covariates: date, age, gender, ethnicity, education, relationship status, employment, housing. (CC0 1.0) Vuong, Wesley; Agyapong, Vincent; Hrabok, Marianne; Gusnowski, April; Surood, Shireen; Shalaby, Reham (2020). Text4Hope - One Week Demographic and Perceived Stress Scale Data Set [dataset]. Harvard Dataverse. | link |
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| wagner_2018_vaccine_attributes conjoint · source = "conj" |
Discrete choice experiment: about 550 parents of infants at Shanghai vaccination clinics chose between two hypothetical vaccines (cost, fever risk, effectiveness, origin and testing, disease severity, disease prevalence) on printed cards; 4 cards each, forced choice. (CC BY 4.0) Wagner, A. (2018). 2017 Shanghai Vaccine Hesitancy Scale [Data set]. figshare. | link |
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| wagner_2018_vaccine_program conjoint · source = "conj" |
Discrete choice experiment: about 540 parents of infants at Shanghai vaccination clinics chose between two hypothetical vaccination programmes (waiting time, clinic type, schedule of visits, cost and number of injections per visit) on printed cards; 5 cards each, forced choice. (CC BY 4.0) Wagner, A. (2018). 2017 Shanghai Vaccine Hesitancy Scale [Data set]. figshare. | link |
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| wagner_2025_provider_choice conjoint · source = "conj" |
Caretakers whose child recently had diarrhoea (household survey, Karnataka and Bihar, India, n = 1,189) chose between two hypothetical healthcare providers in up to 4 choice sets; profiles always showed kindness, quality star rating and name type plus, depending on the version, the medicines given, the doctor fee or the travel time. Outcome is the chosen provider. (CC0 1.0) Wagner, Z., Mohanan, M., Mukherji, A., Zutshi, R., Patil, S., Krishnappa, J., Banerjee, S., & Sood, N. (2025). Investigating the know-do gap in antibiotics prescribing: Experimental evidence from India. Science Advances, 11. | link |
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| wakefield_2025_latino_appeals conjoint · source = "conj" |
810 Latino US respondents (2023) each chose between six pairs of hypothetical congressional candidates, one Democrat and one Republican per election. Each candidate showed a race (Hispanic, Latino, Latinx or White) and a position on economics, immigration and abortion, drawn from party-specific option sets; a candidate could also have no position on an issue. (CC0 1.0) Wakefield, D. (2025). It's the economy: The effect of economic policy appeals on Latino independents. Political Behavior, 47(4), 1571-1594. | link |
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| wakhata_2023_atmi_lp | Attitude towards linear programming word problems: the ATMI-SF adapted to linear programming, 14 items, 1-5 (strongly disagree to strongly agree), measured after an 8-class quasi-experiment on an active-learning heuristic problem-solving approach. 608 grade-11 students in Mukono and Mbale, Uganda (2020-21). treat = experimental class. Anxiety items A5-A8 appear stored reverse-scored. Covariates: gender, age, school location, status and ownership. (CC BY-NC 3.0) Wakhata, R., Mutarutinya, V., & Balimuttajjo, S. (2023). Dataset on the relationship between students' attitude towards, and performance in mathematics word problems, mediated by active learning heuristic problem-solving approach. Data in Brief, 48, 109055. https://doi.org/10.1016/j.dib.2023.109055 | link |
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| wakui_2023_who5 | WHO-5 Well-Being Index (5 items, 0-5 scale) at baseline and 2-week follow-up, RCT of aroma seals vs placebo masks for mask-wearing stress, N=61 (CC BY 4.0) Wakui N, Ichikawa K, Okami A, et al. (2023) Evaluating the effectiveness of applying aroma seals to masks in reducing stress caused by wearing masks: A randomized controlled trial. PLoS ONE 18(11): e0294357. | link |
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| walker_2023_acssfad | Acquired Capability for Suicide Scale - Fearlessness About Death, 7 items, 0-4. 148 UK women with an anxiety diagnosis. (CC BY 4.0) Walker V, Gullon-Scott F (2023). Anxiety, suicidality, autistic traits and camouflaging data [Data set]. Newcastle University. https://doi.org/10.25405/data.ncl.23895822.v1 | link |
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| walker_2023_bapq | Broad Autism Phenotype Questionnaire, 35 of 36 items as deposited, 1-6, reverse-keyed items raw. 148 UK women with an anxiety diagnosis. (CC BY 4.0) Walker V, Gullon-Scott F (2023). Anxiety, suicidality, autistic traits and camouflaging data [Data set]. Newcastle University. https://doi.org/10.25405/data.ncl.23895822.v1 | link |
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| walker_2023_catq | Camouflaging Autistic Traits Questionnaire, 25 items, 1-7, reverse-keyed items raw. 148 UK women with an anxiety diagnosis. (CC BY 4.0) Walker V, Gullon-Scott F (2023). Anxiety, suicidality, autistic traits and camouflaging data [Data set]. Newcastle University. https://doi.org/10.25405/data.ncl.23895822.v1 | link |
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| walker_2023_inq15 | Interpersonal Needs Questionnaire-15 (perceived burdensomeness, thwarted belongingness), 15 items, 1-7. 148 UK women with an anxiety diagnosis. (CC BY 4.0) Walker V, Gullon-Scott F (2023). Anxiety, suicidality, autistic traits and camouflaging data [Data set]. Newcastle University. https://doi.org/10.25405/data.ncl.23895822.v1 | link |
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| walker_2023_spin | Social Phobia Inventory, 17 items, 0-4. 148 UK women with an anxiety diagnosis. (CC BY 4.0) Walker V, Gullon-Scott F (2023). Anxiety, suicidality, autistic traits and camouflaging data [Data set]. Newcastle University. https://doi.org/10.25405/data.ncl.23895822.v1 | link |
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| wallace_2026_apply | Application (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_belong | Sense of belonging (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_cengage | Engagement (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_certain | Mindset certainty (certainty about one's intelligence-mindset answers) (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_climate | Perceived organizational climate (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_concern | Concern (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_fit | Perceived fit (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_interest | Interest in the organization/course (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_interest_org | Interest in the organization (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_iqbelief | Personal mindset beliefs about intelligence (Dweck items) (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_learn | Learning (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_mcm_check | Perceived organizational/instructor mindset (manipulation check) (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_mcm_culture | Organizational culture perceptions (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_rec | Recommendation (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_reflection | Attitude-strength indicators (elaboration, knowledge, values-basis, importance) (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2_engage | Engagement (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2_like | Liking of the instructor (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2_perf | Expected performance (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2_profcert | Certainty about the instructor's mindset (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2_verbalmath | Verbal and math items (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2_warmcomp | Instructor warmth and competence (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2c_covidcert | Certainty about COVID-19 beliefs (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2c_desirecert | Desire for certainty (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2c_intoluncert | Intolerance of uncertainty (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2c_mc | Unlabeled 4-item check (MC1-4) (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2c_metacog | Metacognition (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2c_pfi | Psychological flexibility (PFI) (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2c_selfcert | Self-certainty (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| wallace_2026_s2c_uncertmind | Uncertainty mindset (CC BY 4.0) Wallace, L. E., Murphy, M. C., Hernandez-Colmenares, A., & Fujita, K. (2026). When do personal mindsets predict interest in a culture of growth versus genius? A mindset strength perspective. Journal of Personality and Social Psychology, 130(2), 291–307. | link |
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| walton_2023_jd | 6 job-demand items (1-6), 315 remote workers (CC BY 4.0) Walton, W. (2023). The mediating effect of psychological well-being on the relationship between psychosocial working conditions and work engagement. Zenodo. | link |
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| walton_2023_ss | 4 social-support items on colleagues and supervisor (1-6), 315 remote workers (CC BY 4.0) Walton, W. (2023). The mediating effect of psychological well-being on the relationship between psychosocial working conditions and work engagement. Zenodo. | link |
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| walton_2023_wfc | 10 work-family conflict items in both directions (1-7), 315 remote workers (CC BY 4.0) Walton, W. (2023). The mediating effect of psychological well-being on the relationship between psychosocial working conditions and work engagement. Zenodo. | link |
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| wan_sulaiman_2023_cyberbullying | An 11-item cyberbullying-victimisation measure (1-5) answered by the same 353 Saudi Arabian university students. Which published instrument this is was NOT established: the deposit carries no wording, no codebook and no cited article. (CC BY 4.0) Wan Sulaiman, W. S. (2023). Excel Data: Cyberbullying, resilience and depression [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.23964495.v1 | link |
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| wan_sulaiman_2023_depression | An 18-item depression measure (0-3) answered by the same 353 Saudi Arabian university students. Which published screener this is was NOT established: the deposit carries no wording, no codebook and no cited article. (CC BY 4.0) Wan Sulaiman, W. S. (2023). Excel Data: Cyberbullying, resilience and depression [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.23964495.v1 | link |
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| wan_sulaiman_2023_resilience | A 23-item resilience measure (1-5) answered by 353 Saudi Arabian university students, whose item codes carry the deposit's five subscale suffixes (p: 7 items, ex: 4, m: 5, eq: 3, s: 4) with the numbering running 1-23 exactly once. Which published instrument this is was NOT established: the deposit is a bare spreadsheet with no wording, no codebook and no cited article. (CC BY 4.0) Wan Sulaiman, W. S. (2023). Excel Data: Cyberbullying, resilience and depression [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.23964495.v1 | link |
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| wang2022_dass_anxiety | DASS-21 anxiety subscale from a Chinese adolescent gaming and mental health study (N=324, 7 items, 0-3). (CC BY 4.0) Wang, Y. et al. (2022). Anxiety, depression, and stress are associated with internet gaming disorder during COVID-19 [Dataset]. figshare. https://doi.org/10.3389/fpsyt.2022.827519 | link |
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| wang2022_dass_depression | DASS-21 depression subscale from a Chinese adolescent gaming and mental health study (N=324, 7 items, 0-3). (CC BY 4.0) Wang, Y. et al. (2022). Anxiety, depression, and stress are associated with internet gaming disorder during COVID-19 [Dataset]. figshare. https://doi.org/10.3389/fpsyt.2022.827519 | link |
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| wang2022_dass_stress | DASS-21 stress subscale from a Chinese adolescent gaming and mental health study (N=324, 7 items, 0-3). (CC BY 4.0) Wang, Y. et al. (2022). Anxiety, depression, and stress are associated with internet gaming disorder during COVID-19 [Dataset]. figshare. https://doi.org/10.3389/fpsyt.2022.827519 | link |
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| wang2022_fomo | Fear of Missing Out scale from a Chinese adolescent gaming and mental health study (N=324, 10 items, 1-5). (CC BY 4.0) Wang, Y. et al. (2022). Anxiety, depression, and stress are associated with internet gaming disorder during COVID-19 [Dataset]. figshare. https://doi.org/10.3389/fpsyt.2022.827519 | link |
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| wang2022_iat | Internet Addiction Test (IAT-20) from a Chinese adolescent gaming and mental health study (N=324, 20 items, 1-5). (CC BY 4.0) Wang, Y. et al. (2022). Anxiety, depression, and stress are associated with internet gaming disorder during COVID-19 [Dataset]. figshare. https://doi.org/10.3389/fpsyt.2022.827519 | link |
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| wang2022_igas | Internet Gaming Addiction Scale (IGAS-10) from a Chinese adolescent study (N=324, 10 items, 0-1 binary). (CC BY 4.0) Wang, Y. et al. (2022). Anxiety, depression, and stress are associated with internet gaming disorder during COVID-19 [Dataset]. figshare. https://doi.org/10.3389/fpsyt.2022.827519 | link |
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| wang_2015_donation_decision | Distress/sympathy ratings and donation amount from a cross-cultural (China/US) donation decision-making experiment, N=371 (CC BY 4.0) Wang Y, Tang Y-Y, Wang J (2015) Cultural Differences in Donation Decision-Making. PLoS ONE 10(9): e0138219. https://doi.org/10.1371/journal.pone.0138219 | link |
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| wang_2016_cultural_orientation | Revised Chinese Cultural Orientation Questionnaire as administered, 116 items, 1-5 agreement. 1,305 university students, China. Covariates: gender, age, year of study, drinking category. (CC BY 4.0) Wang S, Newman IM, Shell DF (2016) Cultural Orientation and Its Associations with Alcohol Use by University Students in China. PLoS ONE 11(11): e0165858. https://doi.org/10.1371/journal.pone.0165858 | link |
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| wang_2016_study1_authalien | Authenticity Scale, self-alienation subscale (4 items), Study 1, N=104 (CC BY 4.0) Wang YN (2016). Authenticity and Relationship Satisfaction: Two Distinct Ways of Directing Power to Self-Esteem. PLOS ONE, 11(1), e0146050. https://doi.org/10.1371/journal.pone.0146050 | link |
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| wang_2016_study1_authexternal | Authenticity Scale, accepting-external-influence subscale (4 items), Study 1, N=104 (CC BY 4.0) Wang YN (2016). Authenticity and Relationship Satisfaction: Two Distinct Ways of Directing Power to Self-Esteem. PLOS ONE, 11(1), e0146050. https://doi.org/10.1371/journal.pone.0146050 | link |
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| wang_2016_study1_authliving | Authenticity Scale (Wood et al.), authentic-living subscale (4 items), Study 1, N=104 (CC BY 4.0) Wang YN (2016). Authenticity and Relationship Satisfaction: Two Distinct Ways of Directing Power to Self-Esteem. PLOS ONE, 11(1), e0146050. https://doi.org/10.1371/journal.pone.0146050 | link |
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| wang_2016_study1_power | Power scale (8 items), Study 1, N=104 (CC BY 4.0) Wang YN (2016). Authenticity and Relationship Satisfaction: Two Distinct Ways of Directing Power to Self-Esteem. PLOS ONE, 11(1), e0146050. https://doi.org/10.1371/journal.pone.0146050 | link |
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| wang_2016_study1_relationship | Relationship satisfaction scale (7 items), Study 1, N=104 (CC BY 4.0) Wang YN (2016). Authenticity and Relationship Satisfaction: Two Distinct Ways of Directing Power to Self-Esteem. PLOS ONE, 11(1), e0146050. https://doi.org/10.1371/journal.pone.0146050 | link |
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| wang_2016_study1_se | Rosenberg Self-Esteem Scale (10 items), Study 1, N=104 (CC BY 4.0) Wang YN (2016). Authenticity and Relationship Satisfaction: Two Distinct Ways of Directing Power to Self-Esteem. PLOS ONE, 11(1), e0146050. https://doi.org/10.1371/journal.pone.0146050 | link |
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| wang_2016_study3_auth | Authenticity scale (12 items, combined subscales), Chinese sample, Study 3, N=210 (CC BY 4.0) Wang YN (2016). Authenticity and Relationship Satisfaction: Two Distinct Ways of Directing Power to Self-Esteem. PLOS ONE, 11(1), e0146050. https://doi.org/10.1371/journal.pone.0146050 | link |
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| wang_2016_study3_power | Power scale (8 items), Chinese sample, Study 3, N=210 (CC BY 4.0) Wang YN (2016). Authenticity and Relationship Satisfaction: Two Distinct Ways of Directing Power to Self-Esteem. PLOS ONE, 11(1), e0146050. https://doi.org/10.1371/journal.pone.0146050 | link |
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| wang_2016_study3_se | Rosenberg Self-Esteem Scale (10 items), Chinese sample, Study 3, N=210 (CC BY 4.0) Wang YN (2016). Authenticity and Relationship Satisfaction: Two Distinct Ways of Directing Power to Self-Esteem. PLOS ONE, 11(1), e0146050. https://doi.org/10.1371/journal.pone.0146050 | link |
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| wang_2016_study3_social_desirability | Social desirability scale (5 items, binary), Chinese sample, Study 3, N=210 (CC BY 4.0) Wang YN (2016). Authenticity and Relationship Satisfaction: Two Distinct Ways of Directing Power to Self-Esteem. PLOS ONE, 11(1), e0146050. https://doi.org/10.1371/journal.pone.0146050 | link |
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| wang_2021_enjoyment | Foreign language enjoyment, 9 items on a 1-9 scale, answered by 368 Chinese university EFL learners. Covariates: cov_gender, cov_age, cov_abroad_experience, cov_eng_course_frequency, cov_eng_tutoring_frequency, cov_academic_standing, cov_extracurricular_standing, cov_eng_study_frequency. (CC0 1.0) Wang, S. (2021). Positive Personalities and L2 Achievement: The Mediating Role of Positive Emotions [Dataset]. Harvard Dataverse. | link |
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| wang_2021_grit_interest | Consistency of interest in English learning, 4 reverse-worded items on a 1-9 scale, answered by 368 Chinese university EFL learners. Covariates: cov_gender, cov_age, cov_abroad_experience, cov_eng_course_frequency, cov_eng_tutoring_frequency, cov_academic_standing, cov_extracurricular_standing, cov_eng_study_frequency. (CC0 1.0) Wang, S. (2021). Positive Personalities and L2 Achievement: The Mediating Role of Positive Emotions [Dataset]. Harvard Dataverse. | link |
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| wang_2021_grit_perseverance | Perseverance of effort in English learning, 5 items on a 1-9 scale, answered by 368 Chinese university EFL learners. Covariates: cov_gender, cov_age, cov_abroad_experience, cov_eng_course_frequency, cov_eng_tutoring_frequency, cov_academic_standing, cov_extracurricular_standing, cov_eng_study_frequency. (CC0 1.0) Wang, S. (2021). Positive Personalities and L2 Achievement: The Mediating Role of Positive Emotions [Dataset]. Harvard Dataverse. | link |
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| wang_2021_positive_emotions | Six positive-emotion adjectives about English class (happy, relaxed, enjoyment, interested, excited, easy) on a 1-7 scale, answered by 339 Chinese university EFL learners. Covariates: cov_gender, cov_age, cov_abroad_experience, cov_eng_course_frequency, cov_eng_tutoring_frequency, cov_academic_standing, cov_extracurricular_standing, cov_eng_study_frequency. (CC0 1.0) Wang, S. (2021). Positive Personalities and L2 Achievement: The Mediating Role of Positive Emotions [Dataset]. Harvard Dataverse. | link |
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| wang_2021_self_rated_english | Self-rated English listening, speaking, reading and writing, 4 items on a 1-6 scale, answered by 368 Chinese university EFL learners. Covariates: cov_gender, cov_age, cov_abroad_experience, cov_eng_course_frequency, cov_eng_tutoring_frequency, cov_academic_standing, cov_extracurricular_standing, cov_eng_study_frequency. (CC0 1.0) Wang, S. (2021). Positive Personalities and L2 Achievement: The Mediating Role of Positive Emotions [Dataset]. Harvard Dataverse. | link |
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| wang_2021_tolerance_ambiguity | Tolerance of ambiguity in second-language learning, 12 items on a 1-9 scale, answered by 368 Chinese university EFL learners. Covariates: cov_gender, cov_age, cov_abroad_experience, cov_eng_course_frequency, cov_eng_tutoring_frequency, cov_academic_standing, cov_extracurricular_standing, cov_eng_study_frequency. (CC0 1.0) Wang, S. (2021). Positive Personalities and L2 Achievement: The Mediating Role of Positive Emotions [Dataset]. Harvard Dataverse. | link |
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| wang_2023_cse | Core Self-Evaluation Scale, Chinese revision (10 items, 1-5), from 500 Chinese senior high school students (CC BY 4.0) Wang, Q., Duan, R., Han, F., Huang, B., Wang, W., & Wang, Q. (2023). The impact of core self-evaluation on school adaptation of high school students after their return to school during the COVID-19 pandemic: the parallel mediation of positive and negative coping styles. PeerJ, 11, e15871. | link |
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| wang_2023_eco_perception | Perception of the ecotourism environment and its governance at Qilian Mountains National Park: ecotourism's effects on natural resources, environmental awareness and waste, and the park's protection, development, government supervision and legal framework. 7 items, asked of both groups. 876 respondents around Qilian Mountains National Park, January-February 2022: 335 residents (S1 File) and 541 tourists (S2 File), joined here into one table with cov_respondent_type. 1-5; the article never states the number of scale points or the anchors, so the DIRECTION IS UNCONFIRMED -- its interpretation bands (1 |
link |
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| wang_2023_eco_resident_erb | Residents' environmentally responsible behaviour as perceived by the respondent. 6 items -- 4 asked of both groups, 2 asked of tourists only. 876 respondents around Qilian Mountains National Park, January-February 2022: 335 residents (S1 File) and 541 tourists (S2 File), joined here into one table with cov_respondent_type. 1-5; the article never states the number of scale points or the anchors, so the DIRECTION IS UNCONFIRMED -- its interpretation bands (1 |
link |
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| wang_2023_eco_tourist_erb | Tourists' environmentally responsible behaviour as perceived by the respondent. 7 items -- 5 asked of both groups, 2 asked of residents only. 876 respondents around Qilian Mountains National Park, January-February 2022: 335 residents (S1 File) and 541 tourists (S2 File), joined here into one table with cov_respondent_type. 1-5; the article never states the number of scale points or the anchors, so the DIRECTION IS UNCONFIRMED -- its interpretation bands (1 |
link |
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| wang_2023_school_adapt | School Adaptation Questionnaire (Cui 2008; 27 items, 1-5), from 500 Chinese senior high school students (CC BY 4.0) Wang, Q., Duan, R., Han, F., Huang, B., Wang, W., & Wang, Q. (2023). The impact of core self-evaluation on school adaptation of high school students after their return to school during the COVID-19 pandemic: the parallel mediation of positive and negative coping styles. PeerJ, 11, e15871. | link |
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| wang_2023_scsq | Simplified Coping Style Questionnaire (Xie 1998; 20 items, 0-3; positive and negative coping), from 500 Chinese senior high school students (CC BY 4.0) Wang, Q., Duan, R., Han, F., Huang, B., Wang, W., & Wang, Q. (2023). The impact of core self-evaluation on school adaptation of high school students after their return to school during the COVID-19 pandemic: the parallel mediation of positive and negative coping styles. PeerJ, 11, e15871. | link |
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| wang_2024_emotion1 | Achievement-emotion subscale 1 (unlabeled construct), Chinese secondary EFL learners, 1-5 Likert, N=1460 (CC BY 4.0) Wang, K., et al. (2024). Investigating latent mean differences in achievement emotions among Chinese secondary EFL learners: A gender and grade perspective. PLOS ONE. | link |
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| wang_2024_emotion2 | Achievement-emotion subscale 2 (unlabeled construct), Chinese secondary EFL learners, 1-5 Likert, N=1460 (CC BY 4.0) Wang, K., et al. (2024). Investigating latent mean differences in achievement emotions among Chinese secondary EFL learners: A gender and grade perspective. PLOS ONE. | link |
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| wang_2024_emotion3 | Achievement-emotion subscale 3 (unlabeled construct), Chinese secondary EFL learners, 1-5 Likert, N=1460 (CC BY 4.0) Wang, K., et al. (2024). Investigating latent mean differences in achievement emotions among Chinese secondary EFL learners: A gender and grade perspective. PLOS ONE. | link |
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| wang_2024_emotion4 | Achievement-emotion subscale 4 (unlabeled construct), Chinese secondary EFL learners, 1-5 Likert, N=1460 (CC BY 4.0) Wang, K., et al. (2024). Investigating latent mean differences in achievement emotions among Chinese secondary EFL learners: A gender and grade perspective. PLOS ONE. | link |
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| wang_2024_emotion5 | Achievement-emotion subscale 5 (unlabeled construct), Chinese secondary EFL learners, 1-5 Likert, N=1460 (CC BY 4.0) Wang, K., et al. (2024). Investigating latent mean differences in achievement emotions among Chinese secondary EFL learners: A gender and grade perspective. PLOS ONE. | link |
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| wang_2024_self_efficacy_sources | EFL Sources of Speaking Self-Efficacy Scale (EFL-SSSES), 13 items on a 7-point agreement scale covering mastery experience, vicarious experience, social persuasion and physiological/emotional states, Chinese non-English-major undergraduates, pooling the scale's EFA and CFA validation samples with cov_study marking which. 6,747 responses from 519 respondents on 13 items. (CC BY 4.0) Wang, Y.; Sun, P. P. (2024). Development and validation of scales for speaking self-efficacy: Constructs, sources, and relations. PLOS ONE, 19(1), e0297517. https://doi.org/10.1371/journal.pone.0297517 | link |
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| wang_2024_speaking_self_efficacy | EFL Speaking Self-Efficacy Scale (EFL-SSES), 15 items on a 7-point agreement scale covering linguistic, self-regulatory, delivery and performance self-efficacy, Chinese non-English-major undergraduates, pooling the scale's EFA and CFA validation samples with cov_study marking which. 7,740 responses from 516 respondents on 15 items. (CC BY 4.0) Wang, Y.; Sun, P. P. (2024). Development and validation of scales for speaking self-efficacy: Constructs, sources, and relations. PLOS ONE, 19(1), e0297517. https://doi.org/10.1371/journal.pone.0297517 | link |
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| wang_2025_automatic_thoughts | 20-item Automatic Thoughts Scale, 0-4 (0 = Never is a real scale point). 516 respondents x 20 items = 10317 responses. (CC BY 4.0) Wang, Y. (2025). The chain mediation effects of automatic thoughts and impulse control on growth mindset and cognitive fusion [Data set]. Mendeley Data. https://doi.org/10.17632/dt5hj5j792 | link |
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| wang_2025_cognitive_fusion | 9-item Cognitive Fusion Questionnaire, 1-7. 515 respondents x 9 items = 4632 responses. (CC BY 4.0) Wang, Y. (2025). The chain mediation effects of automatic thoughts and impulse control on growth mindset and cognitive fusion [Data set]. Mendeley Data. https://doi.org/10.17632/dt5hj5j792 | link |
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| wang_2025_green_space_wellbeing | Older adults' wellbeing preferences in community green space design; N=687, 25 items, 1-5 Likert (CC BY 4.0) Wang, Z. (2025). Designing for Well-Being: Exploring Older Adults' Preferences in Community Green Space Design [Dataset]. Figshare. DOI: 10.6084/m9.figshare.29581631.v1 | link |
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| wang_2025_growth_mindset | 6-item Growth Mindset Scale, 1-6, Chinese junior high school students. 516 respondents x 6 items = 3096 responses. (CC BY 4.0) Wang, Y. (2025). The chain mediation effects of automatic thoughts and impulse control on growth mindset and cognitive fusion [Data set]. Mendeley Data. https://doi.org/10.17632/dt5hj5j792 | link |
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| wang_2025_impulse_control | 4-item Impulse Control (self-control) Scale, 1-5. 516 respondents x 4 items = 2064 responses. (CC BY 4.0) Wang, Y. (2025). The chain mediation effects of automatic thoughts and impulse control on growth mindset and cognitive fusion [Data set]. Mendeley Data. https://doi.org/10.17632/dt5hj5j792 | link |
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| wang_2026_attitude | TAM attitude scale, EFL primary teachers, 3 items, 1-5, N=500 (CC BY 4.0) Wang, Y., et al. (2026). Exploring EFL primary school teachers' behavioral intention towards digital game-based learning. PLOS ONE. | link |
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| wang_2026_behavioral_intention | TAM behavioral-intention scale, EFL primary teachers, 5 items, 1-5, N=500 (CC BY 4.0) Wang, Y., et al. (2026). Exploring EFL primary school teachers' behavioral intention towards digital game-based learning. PLOS ONE. | link |
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| wang_2026_brbq | Bicycle Rider Behaviour Questionnaire (Chinese), all 34 original items, 1 never - 5 nearly all of the time. 241 regular cyclists in China (the paper's EFA subsample). Covariates: sex, age, education, marital status, riding experience, riding purpose, crashes and at-fault crashes in three years, riding hours per week. (CC BY 4.0) Wang Z, Sun L (2026) Adaptation and Validity of the Chinese Version of the Bicycle Rider Behaviour Questionnaire (BRBQ) and Its Associations with Personality Traits, Cycling Behaviours, and Traffic Crashes. Behavioral Sciences 16(10): 1775. https://doi.org/10.3390/bs16101775 | link |
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| wang_2026_chatgpt_acceptance | Thirty-five items on one 1-5 agreement scale measuring EFL teachers' affective and cognitive responses to ChatGPT (perceived usefulness, perceived ease of use, attitude, behavioural intention, technology competence, anxiety, facilitating conditions, self-efficacy, AI enthusiasm), answered by 187 higher-education teachers, 2026. (CC BY 4.0) Wang, C. (2026). Understanding EFL Teachers' Affective and Cognitive Responses to ChatGPT in Higher Education [Dataset]. Mendeley Data. https://doi.org/10.17632/zbmd5x98gp.1 | link |
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| wang_2026_cognitive_load | Cognitive load (workload), 3 items (Study 2); 3 items, 1-6; 217 Chinese public employees (Study 1 recall experiment, n=131) and public-sector trainees (Study 2 field survey, n=217); covariates: cov_study, cov_age, cov_sex, cov_education, cov_tenure, cov_university; treat (Study 1). (CC0 1.0) Wang, X. (C.), Perry, J. L., Wang, Y., Chen, D., & Liu, B. (2026). Inspired to serve: Exposure to moral models to enhance public service motivation. Public Administration. https://doi.org/10.1111/padm.70091 | link |
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| wang_2026_green_space_heat conjoint · source = "conj" |
Discrete choice experiment: 1,571 residents of the Sapporo metropolitan area (online panel, December 2023) made 8 choices between two urban-green-space visits or no visit, with visits varying maximum temperature, humidity, water-play facilities, indoor cooling facilities and travel time. (CC BY 4.0) Wang, J., Mameno, K., Owake, T., Aikoh, T., & Shoji, Y. (2026). Extreme heat and humidity reduce the recreational value of urban green spaces. Communications Earth & Environment. | link |
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| wang_2026_interest | Interest in English, 16 items, 1-5; 399 Chinese primary-school pupils with grade and gender; not linkable to the two WTC files. (CC BY 4.0) Wang, J. (2026). interest and willingness to communicate [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32052984 | link |
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| wang_2026_moral_elevation | Moral elevation, 15 items (both studies); 15 items, 1-6; 348 Chinese public employees (Study 1 recall experiment, n=131) and public-sector trainees (Study 2 field survey, n=217); covariates: cov_study, cov_age, cov_sex, cov_education, cov_tenure, cov_university; treat (Study 1). (CC0 1.0) Wang, X. (C.), Perry, J. L., Wang, Y., Chen, D., & Liu, B. (2026). Inspired to serve: Exposure to moral models to enhance public service motivation. Public Administration. https://doi.org/10.1111/padm.70091 | link |
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| wang_2026_moral_exposure | Exposure to moral models, 3 items (Study 2); 3 items, 1-6; 217 Chinese public employees (Study 1 recall experiment, n=131) and public-sector trainees (Study 2 field survey, n=217); covariates: cov_study, cov_age, cov_sex, cov_education, cov_tenure, cov_university; treat (Study 1). (CC0 1.0) Wang, X. (C.), Perry, J. L., Wang, Y., Chen, D., & Liu, B. (2026). Inspired to serve: Exposure to moral models to enhance public service motivation. Public Administration. https://doi.org/10.1111/padm.70091 | link |
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| wang_2026_panas_na | PANAS short form, negative affect, 5 items (Study 1); 5 items, 1-6; 131 Chinese public employees (Study 1 recall experiment, n=131) and public-sector trainees (Study 2 field survey, n=217); covariates: cov_study, cov_age, cov_sex, cov_education, cov_tenure, cov_university; treat (Study 1). (CC0 1.0) Wang, X. (C.), Perry, J. L., Wang, Y., Chen, D., & Liu, B. (2026). Inspired to serve: Exposure to moral models to enhance public service motivation. Public Administration. https://doi.org/10.1111/padm.70091 | link |
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| wang_2026_panas_pa | PANAS short form, positive affect, 5 items (Study 1); 5 items, 1-6; 131 Chinese public employees (Study 1 recall experiment, n=131) and public-sector trainees (Study 2 field survey, n=217); covariates: cov_study, cov_age, cov_sex, cov_education, cov_tenure, cov_university; treat (Study 1). (CC0 1.0) Wang, X. (C.), Perry, J. L., Wang, Y., Chen, D., & Liu, B. (2026). Inspired to serve: Exposure to moral models to enhance public service motivation. Public Administration. https://doi.org/10.1111/padm.70091 | link |
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| wang_2026_perceived_usefulness | TAM perceived usefulness scale, EFL primary teachers, 3 items, 1-5, N=500 (CC BY 4.0) Wang, Y., et al. (2026). Exploring EFL primary school teachers' behavioral intention towards digital game-based learning. PLOS ONE. | link |
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| wang_2026_pmpu | Problematic smartphone use, 4 items on a 1-6 scale, measured daily for 14 days by 232 Chinese university students. Longitudinal: `wave` is the diary day 1-14. (CC BY 4.0) Wang, A. (2026). Daily reciprocal associations between problematic smartphone use and meaning in life: A 14-day diary study. Zenodo. | link |
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| wang_2026_pse | Public service self-efficacy, 3 items (Study 1); 3 items, 1-6; 131 Chinese public employees (Study 1 recall experiment, n=131) and public-sector trainees (Study 2 field survey, n=217); covariates: cov_study, cov_age, cov_sex, cov_education, cov_tenure, cov_university; treat (Study 1). (CC0 1.0) Wang, X. (C.), Perry, J. L., Wang, Y., Chen, D., & Liu, B. (2026). Inspired to serve: Exposure to moral models to enhance public service motivation. Public Administration. https://doi.org/10.1111/padm.70091 | link |
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| wang_2026_psm | Public service motivation, 18 items (both studies); 18 items, 1-6 (strongly disagree-strongly agree); 348 Chinese public employees (Study 1 recall experiment, n=131) and public-sector trainees (Study 2 field survey, n=217); covariates: cov_study, cov_age, cov_sex, cov_education, cov_tenure, cov_university; treat (Study 1). (CC0 1.0) Wang, X. (C.), Perry, J. L., Wang, Y., Chen, D., & Liu, B. (2026). Inspired to serve: Exposure to moral models to enhance public service motivation. Public Administration. https://doi.org/10.1111/padm.70091 | link |
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| wang_2026_research_quality_gpt4o | AI model as rater, published papers as units: GPT-4o scored 2,145 empirical education papers published in four leading Chinese education journals between 2004 and 2023 against 31 research-quality indicators on a 1-10 analytic rubric. resp is the model's score for one paper on one indicator; `rater` carries the model name on every row. The responses are MACHINE-GENERATED, by design and not incidentally: the authors state the study 'utilizes a large language model as a data simulation tool, treating its generated analyses as the primary research data', and GPT-4o was instructed to read each full text, review the 31 indicators, extract evidence and assign a score per indicator. Nothing here is a human judgement. Observed resp is 3-10 against the documented 1-10 rubric: the model never awarded either of the bottom two points to any paper on any indicator, across all 66,495 judgements - a property of the rater worth knowing before modelling these as ratings. Zero missing cells. cov_journal is already anonymised by the depositors to Journal A-D; cov_year is the paper's publication year. The deposit's paper-title column is not shipped: titles are truncated with ellipses and only 657 of 2,145 are distinct, so it identifies nothing. (CC BY 4.0) Wang S, Wang Y (2026). Assessing the sustainable development of a national research ecosystem: A generative AI-based evaluation of empirical educational research in China (2004-2023). PLOS ONE 21(1). | link |
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| wang_2026_social_desirability | Social desirability, 5 items (Study 1); 5 items, 1-6; 131 Chinese public employees (Study 1 recall experiment, n=131) and public-sector trainees (Study 2 field survey, n=217); covariates: cov_study, cov_age, cov_sex, cov_education, cov_tenure, cov_university; treat (Study 1). (CC0 1.0) Wang, X. (C.), Perry, J. L., Wang, Y., Chen, D., & Liu, B. (2026). Inspired to serve: Exposure to moral models to enhance public service motivation. Public Administration. https://doi.org/10.1111/padm.70091 | link |
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| wang_2026_teaching_presence | TAM teaching-presence scale, EFL primary teachers, 8 items, 1-5, N=500 (CC BY 4.0) Wang, Y., et al. (2026). Exploring EFL primary school teachers' behavioral intention towards digital game-based learning. PLOS ONE. | link |
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| wang_2026_technology_anxiety | TAM technology-anxiety scale, EFL primary teachers, 3 items, 1-5, N=500 (CC BY 4.0) Wang, Y., et al. (2026). Exploring EFL primary school teachers' behavioral intention towards digital game-based learning. PLOS ONE. | link |
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| wang_2026_technology_perception | Technology Perception (TP) scale from a TAM questionnaire on digital game-based learning, EFL primary teachers, 8 items, 1-5, N=500. (CC BY 4.0) Wang, Y., et al. (2026). Exploring EFL primary school teachers' behavioral intention towards digital game-based learning. PLOS ONE. | link |
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| wang_2026_veteran_expectations | 3-item behavioral expectations scale, 7-point Likert, from a survey of military veterans on grassroots governance participation in China (CC BY 4.0) Wang S, Zhang Z (2026) Research on incentive mechanisms for veterans' participation in grassroots governance: An analysis based on behavioral expectations. PLoS ONE 21(7): e0351162. | link |
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| wang_2026_wtc_inclass | In-class willingness to communicate in English, 22 items, 1-5; 399 Chinese primary-school pupils (grades 3-6); not linkable to the other two files. (CC BY 4.0) Wang, J. (2026). interest and willingness to communicate [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32052984 | link |
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| wang_2026_wtc_outclass | Out-of-class willingness to communicate in English, 25 items, 1-5; 399 Chinese primary-school pupils; not linkable to the other two files. (CC BY 4.0) Wang, J. (2026). interest and willingness to communicate [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32052984 | link |
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| wang_onlineriskexp_2025 | Scales that measure how often students encounter harmful online experiences, like cyberbullying, sexual solicitation, or exposure to explicit content. (CC BY 4.0) Wang, H., Zhang, S., Sun, N., Qi, S., & Yi, X. (2025). Online risk exposure and anxiety among college students in China: The chain mediating role of negative attribution and interpersonal security. PloS one, 20(3), e0319700. | link |
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| wang_onlineriskexp_2025_anxiety | The level of emotional and physical symptoms related to anxious feelings. (CC BY 4.0) Wang, H., Zhang, S., Sun, N., Qi, S., & Yi, X. (2025). Online risk exposure and anxiety among college students in China: The chain mediating role of negative attribution and interpersonal security. PloS one, 20(3), e0319700. | link |
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| wang_onlineriskexp_2025_interpersonalsecurity | Sense of confidence, comfort, and trust in their social relationships. (CC BY 4.0) Wang, H., Zhang, S., Sun, N., Qi, S., & Yi, X. (2025). Online risk exposure and anxiety among college students in China: The chain mediating role of negative attribution and interpersonal security. PloS one, 20(3), e0319700. | link |
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| wang_onlineriskexp_2025_negativeatt | Tendency to interpret events or others' intentions in overly negative or pessimistic ways. (CC BY 4.0) Wang, H., Zhang, S., Sun, N., Qi, S., & Yi, X. (2025). Online risk exposure and anxiety among college students in China: The chain mediating role of negative attribution and interpersonal security. PloS one, 20(3), e0319700. | link |
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| waqas_2015_hads | Hospital Anxiety and Depression Scale (Urdu), 14 items, 0-3 as scored. 500 pregnant women at four Lahore teaching hospitals, 2014. Covariates: age, ethnicity, education, occupation, urban/rural background, social class. (CC BY 4.0) Waqas A, Raza N, Lodhi HW, Muhammad Z, Jamal M, Rehman A (2015) Psychosocial Factors of Antenatal Anxiety and Depression in Pakistan: Is Social Support a Mediator? PLoS ONE 10(1): e0116510. https://doi.org/10.1371/journal.pone.0116510 | link |
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| waqas_2015_sps | Social Provisions Scale (Urdu), 24 items, 1-4; negatively worded items deposited already reversed. 500 pregnant women at four Lahore teaching hospitals, 2014. Covariates: age, ethnicity, education, occupation, urban/rural background, social class. (CC BY 4.0) Waqas A, Raza N, Lodhi HW, Muhammad Z, Jamal M, Rehman A (2015) Psychosocial Factors of Antenatal Anxiety and Depression in Pakistan: Is Social Support a Mediator? PLoS ONE 10(1): e0116510. https://doi.org/10.1371/journal.pone.0116510 | link |
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| ward_2025_korean_candidates conjoint · source = "conj" |
South Korean Qualtrics-panel respondents (Jan-Feb 2024) chose between two hypothetical candidates in 10 paired tasks varying age, origin, gender, career, scandal and five policy positions (labor, housing, social, foreign, nuclear). 1,983 respondents; forced choice. (CC0 1.0) Ward, P., & Denney, S. (2025). Partisan voters in party systems with ephemeral parties: Evidence from South Korea. Party Politics. | link |
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| warwas_2022_sharing_economy | 8-item binary sharing-economy-platform-use checklist, representative Polish adult sample (CC BY 4.0) Warwas I, Podgorniak-Krzykacz A, Wiktorowicz J, Gorniak J (2022) Demographic and generational determinants of Poles' participation in the sharing economy. PLOS ONE 17(4): e0265341. | link |
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| was_2022_dairy_contracts_pl conjoint · source = "conj" |
Polish dairy farmers (CONSOLE pan-EU farmer survey, Polish sample) chose between two contract offers described by action, Rural Development Programme (PROW) status, time and rate, or neither, in 9 choice sets each; 302 farmers. All four attributes are stored as the deposit's codes and short Polish labels (no codebook). (CC BY 4.0) Wąs, A., Majewski, E., & Malak-Rawlikowska, A. (2022). CONSOLE_WP3_Task3.2_Pan-EU survey of farmers and other rural landowners_PL_2022.10.20_v01 [Data set]. Zenodo. | link |
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| wasike_2026_clickbait_detection | Clickbait vs non-clickbait judgment for 10 pre-test and 10 different post-test headlines, scored 0/1 (raw 1/2 in resp_raw); wave 1 pre, 2 post; treat 1 = clickbait tutorial, 0 = placebo tutorial (randomised after pre-test). 857 US social media users from a Qualtrics panel (2025), clickbait detection training experiment. Covariates: social media use, gender, age, ethnicity, region, political leaning, income (codes as deposited). (CC BY 4.0) Wasike B (2026) SHOCKING! College professor reveals hidden secrets of news headlines. Can you guess? Examining the efficacy of clickbait detection training and news literacy. PLoS ONE 21(11): e0359401. https://doi.org/10.1371/journal.pone.0359401 | link |
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| wasike_2026_clickbait_engagement | Likelihood to click, read and share each of 10 pre-test and 10 post-test headlines, 60 items, 1 not at all likely to 5 very likely; wave 1 pre, 2 post; treat 1 = clickbait tutorial (randomised after pre-test). 857 US social media users from a Qualtrics panel (2025), clickbait detection training experiment. Covariates: social media use, gender, age, ethnicity, region, political leaning, income (codes as deposited). (CC BY 4.0) Wasike B (2026) SHOCKING! College professor reveals hidden secrets of news headlines. Can you guess? Examining the efficacy of clickbait detection training and news literacy. PLoS ONE 21(11): e0359401. https://doi.org/10.1371/journal.pone.0359401 | link |
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| wasike_2026_crt | Cognitive reflection test, 5 multiple-choice items scored 0/1, option code in resp_raw. 857 US social media users from a Qualtrics panel (2025), clickbait detection training experiment. Covariates: social media use, gender, age, ethnicity, region, political leaning, income (codes as deposited). (CC BY 4.0) Wasike B (2026) SHOCKING! College professor reveals hidden secrets of news headlines. Can you guess? Examining the efficacy of clickbait detection training and news literacy. PLoS ONE 21(11): e0359401. https://doi.org/10.1371/journal.pone.0359401 | link |
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| wasike_2026_news_literacy | News literacy quiz (Ashley et al. modified scale), 15 true/false or multiple-choice items scored 0/1, option code in resp_raw. 857 US social media users from a Qualtrics panel (2025), clickbait detection training experiment. Covariates: social media use, gender, age, ethnicity, region, political leaning, income (codes as deposited). (CC BY 4.0) Wasike B (2026) SHOCKING! College professor reveals hidden secrets of news headlines. Can you guess? Examining the efficacy of clickbait detection training and news literacy. PLoS ONE 21(11): e0359401. https://doi.org/10.1371/journal.pone.0359401 | link |
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| wasike_2026_signal_detection | Signal vs noise: rated advertising content of 6 news and 4 advertorial headlines, 1 no advertising to 5 a lot, as answered. 857 US social media users from a Qualtrics panel (2025), clickbait detection training experiment. Covariates: social media use, gender, age, ethnicity, region, political leaning, income (codes as deposited). (CC BY 4.0) Wasike B (2026) SHOCKING! College professor reveals hidden secrets of news headlines. Can you guess? Examining the efficacy of clickbait detection training and news literacy. PLoS ONE 21(11): e0359401. https://doi.org/10.1371/journal.pone.0359401 | link |
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| wasike_2026_tolerance_ambiguity | Tolerance for ambiguity (Herman et al.), 12 items, 1 strongly disagree to 5 strongly agree, as answered (not reverse-coded). 857 US social media users from a Qualtrics panel (2025), clickbait detection training experiment. Covariates: social media use, gender, age, ethnicity, region, political leaning, income (codes as deposited). (CC BY 4.0) Wasike B (2026) SHOCKING! College professor reveals hidden secrets of news headlines. Can you guess? Examining the efficacy of clickbait detection training and news literacy. PLoS ONE 21(11): e0359401. https://doi.org/10.1371/journal.pone.0359401 | link |
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| weatherspoon_2015_family_physicians_effectiveness | 17 health-literate communication techniques rated for effectiveness, Yes=1/No=2 (Don't-know dropped); Maryland family physicians. The 1-5 scale belongs to the _freq (CC BY 4.0) Weatherspoon DJ, Horowitz AM, Kleinman DV (2015) The Use of Recommended Communication Techniques by Maryland Family Physicians and Pediatricians. PLoS ONE. | link |
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| weatherspoon_2015_family_physicians_freq | 17-item scale of Maryland family physicians' self-reported frequency of use of recommended health-literate communication techniques (1-5) (CC BY 4.0) Weatherspoon DJ, Horowitz AM, Kleinman DV (2015) The Use of Recommended Communication Techniques by Maryland Family Physicians and Pediatricians. PLoS ONE. | link |
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| weatherspoon_2015_pediatricians_effectiveness | 17 health-literate communication techniques rated for effectiveness, Yes=1/No=2 (Don't-know dropped); Maryland pediatricians. The 1-5 scale belongs to the _freq sibling (CC BY 4.0) Weatherspoon DJ, Horowitz AM, Kleinman DV (2015) The Use of Recommended Communication Techniques by Maryland Family Physicians and Pediatricians. PLoS ONE. | link |
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| weatherspoon_2015_pediatricians_freq | 17-item scale of Maryland pediatricians' self-reported frequency of use of recommended health-literate communication techniques (1-5) (CC BY 4.0) Weatherspoon DJ, Horowitz AM, Kleinman DV (2015) The Use of Recommended Communication Techniques by Maryland Family Physicians and Pediatricians. PLoS ONE. | link |
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| weaver_2021_peru_mayors conjoint · source = "conj" |
1,037 Peruvian respondents each chose between up to four pairs of hypothetical municipal mayoral candidates. Eight attributes were shown: incumbency with performance information about public works or financial aid, membership of social organizations, home village, occupation, language (Spanish or Quechua), political family, campaign gifts and gender. Every task pairs one challenger with one incumbent. (CC0 1.0) Weaver, J. A. (2021). Electoral dis-connection: The limits of re-election in contexts of weak accountability. The Journal of Politics, 83(4), 1462-1477. | link |
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| weber2026_name_knowledge | Name-based instructor-student interaction questionnaire (medical teaching, Germany) (CC0 1.0) Weber, L. P., Huber, P., & Wiemschulte, J. (2026). Exploring name-based instructor-student interaction in medical teaching: development and validation [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/3CKJV1 | link |
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| weber_2026_name_interaction | Perceived effects of being addressed by name by instructors (pilot questionnaire, sessions with vs without name mention): 59 items, 1 = strongly disagree to 5 = strongly agree. German medical students. N=270. (CC0 1.0) Weber LP, Huber P, Wiemschulte J (2026). Name-based instructor-student interaction in medical teaching: development and psychometric evaluation of a pilot questionnaire. Journal of Educational Evaluation for Health Professions, 23, 26. https://doi.org/10.3352/jeehp.2026.23.26 | link |
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| weeldenburg_2020_agpeq | 2x2 Achievement Goal in PE Questionnaire, 12 items, 1-5. 2,562 secondary school students in 24 Dutch schools (cluster_id = school). Covariates: sex, age. (CC BY 4.0) Weeldenburg G, Borghouts LB, Slingerland M, Vos S (2020) Similar but different: Profiling secondary school students based on their perceived motivational climate and psychological need-based experiences in physical education. PLoS ONE 15(2): e0228859. https://doi.org/10.1371/journal.pone.0228859 | link |
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| weeldenburg_2020_bpnsfs | Basic Psychological Need Satisfaction and Frustration in PE, shortened, 18 items, 1-5. 2,562 secondary school students in 24 Dutch schools (cluster_id = school). Covariates: sex, age. (CC BY 4.0) Weeldenburg G, Borghouts LB, Slingerland M, Vos S (2020) Similar but different: Profiling secondary school students based on their perceived motivational climate and psychological need-based experiences in physical education. PLoS ONE 15(2): e0228859. https://doi.org/10.1371/journal.pone.0228859 | link |
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| weeldenburg_2020_brpeq | Behavioural Regulations in PE Questionnaire, shortened, 12 items, 1-5. 2,562 secondary school students in 24 Dutch schools (cluster_id = school). Covariates: sex, age. (CC BY 4.0) Weeldenburg G, Borghouts LB, Slingerland M, Vos S (2020) Similar but different: Profiling secondary school students based on their perceived motivational climate and psychological need-based experiences in physical education. PLoS ONE 15(2): e0228859. https://doi.org/10.1371/journal.pone.0228859 | link |
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| weeldenburg_2020_mcsys | Motivational Climate Scale for Youth Sports adapted to PE, 12 items (mastery, performance), 1-5. 2,562 secondary school students in 24 Dutch schools (cluster_id = school). Covariates: sex, age. (CC BY 4.0) Weeldenburg G, Borghouts LB, Slingerland M, Vos S (2020) Similar but different: Profiling secondary school students based on their perceived motivational climate and psychological need-based experiences in physical education. PLoS ONE 15(2): e0228859. https://doi.org/10.1371/journal.pone.0228859 | link |
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| weeldenburg_2022_brpeq_motivation | 12-item modified BRPEQ physical-education motivation scale, Dutch secondary students (CC BY 4.0) Weeldenburg G, et al. (2022) TARGETing secondary school students' motivation towards physical education using the TARGET framework. PLOS ONE | link |
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| weeldenburg_2022_targetmtpq | 26-item Motivational Teaching Practices in PE Questionnaire (MTP-Q), TARGET framework study, Dutch secondary students (CC BY 4.0) Weeldenburg G, et al. (2022) TARGETing secondary school students' motivation towards physical education using the TARGET framework. PLOS ONE | link |
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| wehr_2026_housing_densification conjoint · source = "conj" |
Residents of 162 Swiss urban municipalities (registry sample, online, Jan-Mar 2023, n = 3,500) compared 4 pairs of housing-development proposals varying usage, developer, densification, cost-rent share, green space, climate measures and final decision-maker, choosing the preferred proposal and saying whether they would accept each. (CC0 1.0) Wehr, M., Wicki, M. L., Wittwer, S., & Kaufmann, D. (2026). Beyond NIMBY-ism: Rethinking acceptance of housing densification in a direct democratic renters society. Journal of Public Policy, 46(1), 21-49. | link |
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| wei_2026_destination_image | Destination image of a self-drive tour in Shandong, China: 16 agreement items on a 1-5 scale, answered by 500 tourists. Covariates: cov_gender, cov_age_band, cov_origin, cov_occupation, cov_main_vehicle, cov_daily_driving_hours, cov_image_information_channel, cov_overall_impression, cov_would_recommend. (CC0 1.0) Wei, W. (2026). Mapping the Cognitive-Affective-Spatial Dynamics of Destination Image [Dataset]. Harvard Dataverse. | link |
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| weida_2020_cesd10 | CES-D-10 depression scale (items secf_1m..secf_10m in the deposit), N=371. Item sums equal the study's own dpsscore for every respondent. (CC BY 4.0) Weida EB, Phojanakong P, Patel F, Chilton M (2020). Financial health as a measurable social determinant of health. PLOS ONE, 15(5), e0233359. https://doi.org/10.1371/journal.pone.0233359 | link |
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| weida_2020_financial_security | 10-item financial security scale (secf_1m..secf_10m), N=371 (CC BY 4.0) Weida EB, Phojanakong P, Patel F, Chilton M (2020). Financial health as a measurable social determinant of health. PLOS ONE, 15(5), e0233359. https://doi.org/10.1371/journal.pone.0233359 | link |
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| weissmuller_2026_legitimation_de conjoint · source = "conj" |
301 respondents in Germany (April 2025) each compared 5 pairs of text scenarios about a cyberattack on a pharmaceutical wholesaler, varying societal harm, the medium of the hackers' statement, the legitimation strategy in the statement (11 levels) and an apology, and chose the scenario in which the group's actions seemed more appropriate/legitimate; the chosen scenario was also rated (1-5) on the group's responsibility, legal accountability and deserved punishment. (CC BY-NC 4.0) Weißmüller, K. S., van den Broek, T. A., Kaufmann, A., & Watson, S. J. (2026). Discrete choice experiment on the effectiveness of criminal organizations' legitimation strategies [Data set]. OSF. | link |
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| weissmuller_2026_legitimation_uk conjoint · source = "conj" |
350 respondents in the UK (from 30 September 2025) each compared 5 pairs of text scenarios about a cyberattack on a pharmaceutical wholesaler, varying societal harm, the medium of the hackers' statement, the legitimation strategy in the statement (11 levels) and an apology, and chose the scenario in which the group's actions seemed more appropriate/legitimate; the chosen scenario was also rated (1-5) on the group's responsibility, legal accountability and deserved punishment. (CC BY-NC 4.0) Weißmüller, K. S., van den Broek, T. A., Kaufmann, A., & Watson, S. J. (2026). Discrete choice experiment on the effectiveness of criminal organizations' legitimation strategies [Data set]. OSF. | link |
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| weisstanner_2025_symbolic_class conjoint · source = "conj" |
1,540 voters of six parties in German-speaking Switzerland (Bilendi panel, 2023) made 5 choices between two hypothetical candidates for their own party's leadership, with randomized gender, education, economic and cultural positions, class origin and cultural consumption (wine and classical music / meeting friends / beer in the pub), and rated their probability of voting for the party (0-100) under each. (CC0 1.0) Weisstanner, D., & Engler, S. (2025). The electoral appeal of symbolic class signalling through cultural consumption. British Journal of Political Science, 55. | link |
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| wekker_2018_mfsq | 18-item McCoy Female Sexuality Questionnaire (MFSQ, 1-7 Likert) from an RCT of a lifestyle intervention in women with obesity and infertility, with treat column (CC BY 4.0) Wekker V, Karsten MDA, Painter RC, et al. (2018) A lifestyle intervention improves sexual function of women with obesity and infertility: A 5 year follow-up of a RCT. PLoS ONE. | link |
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| wellbeing_kocar_2025 | Item-level responses from the student well-being scale in higer education among Turkish students (CC0 1.0) Kocar, M. S. (2025). Student Well-Being Scale in Higher Education: Validation and Psychometric Evaluation with Turkish Students (Version V1) [dataset]. Harvard Dataverse. https://doi.org/doi:10.7910/DVN/MPIOTX | link |
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| wellbeing_kocar_2025_ls | Five-item life-satisfaction scale (ls1-ls5, 1-5; likely the Satisfaction With Life Scale, not named in the deposit), given alongside the Student Well-Being Scale in Higher Education. Turkish university students. N=669. (CC0 1.0) Kocar, M. S. (2025). Student Well-Being Scale in Higher Education: Validation and Psychometric Evaluation with Turkish Students (Version V1) [dataset]. Harvard Dataverse. https://doi.org/doi:10.7910/DVN/MPIOTX | link |
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| wellbeing_kocar_2025_swb | Student Well-Being Scale in Higher Education (the scale the deposit validates), 19 items swb1-swb19, 1-7; academic, financial, psychological and relational subscales. Turkish university students. N=669. (CC0 1.0) Kocar, M. S. (2025). Student Well-Being Scale in Higher Education: Validation and Psychometric Evaluation with Turkish Students (Version V1) [dataset]. Harvard Dataverse. https://doi.org/doi:10.7910/DVN/MPIOTX | link |
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| wellbeing_kocar_2025_wb | Fourteen-item well-being scale (wb1-wb14, 1-5; likely the Warwick-Edinburgh Mental Well-being Scale, not named in the deposit), given alongside the Student Well-Being Scale in Higher Education. Turkish university students. N=669. (CC0 1.0) Kocar, M. S. (2025). Student Well-Being Scale in Higher Education: Validation and Psychometric Evaluation with Turkish Students (Version V1) [dataset]. Harvard Dataverse. https://doi.org/doi:10.7910/DVN/MPIOTX | link |
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| wemwbs_BrummerHoffman_2021 | Warwick-Edinburgh Mental Well-Being Scale (CC BY 4.0) de Souza Brümmer, R., Krause, K. R., Salum, G. A., de Almeida Fleck, M. P., Porto, I. M., do Amaral, J. V., ... & Hoffmann, M. S. (2024). Beyond frequency: Evaluating the validity of assessing the context, duration, ability and botherement of depression and anxiety symptoms in south Brazil. Psychological Assessment. | link |
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| wen_2022_pyd | 26-item multidimensional Positive Youth Development scale (1-5 Likert; Competence/Confidence/Character/Caring/Connection subscales), two independent Beijing+Anhui adolescent samples merged via cov_study (n=947: 476 s1 + 471 s2), China (CC BY 4.0) Wen X, et al (2022). Preliminary development of a multidimensional positive youth development scale for young rural and urban adolescents in China. PLOS ONE. | link |
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| wendel_2022_rfq | Risky Families Questionnaire, 10 items, 1-5 (items 1, 3, 6 reverse-keyed, as stored); N = 161 laboratory study participants; cov_sex, cov_age, cov_parental_income. (CC0 1.0) Wendel, C. (2022). Replication Data for Early adversity and changes in cortisol and negative affect in response to interpersonal threats [Data set]. Harvard Dataverse, V1. https://doi.org/10.7910/DVN/XWRMAK | link |
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| wenzke_2025_att_sd_a | Attitude semantic differential A (bad-good, unnecessary-necessary, unpleasant-pleasant, implausible-credible), 4 items; the object rated is not given in the deposit, 1-5; N = 379 customers of a Swiss travel company (online survey in German); cov_age_group, cov_travel_party, cov_transport, cov_destination. (CC BY 4.0) Wenzke, M. A. (2025). Closing the Attitude-Behaviour Gap: Acceptance of Mandatory Carbon Offsetting in Tourism [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17802433 | link |
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| wenzke_2025_att_sd_b | Attitude semantic differential B (bad-good, not useful-useful, undesirable-desirable, inappropriate-appropriate), 4 items; the object rated is not given in the deposit, 1-5; N = 379 customers of a Swiss travel company (online survey in German); cov_age_group, cov_travel_party, cov_transport, cov_destination. (CC BY 4.0) Wenzke, M. A. (2025). Closing the Attitude-Behaviour Gap: Acceptance of Mandatory Carbon Offsetting in Tourism [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17802433 | link |
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| wenzke_2025_attitude | Agreement statements on tourism's CO2 contribution and operators' climate investments, 4 items, 1-5 (strongly disagree-strongly agree); N = 379 customers of a Swiss travel company (online survey in German); cov_age_group, cov_travel_party, cov_transport, cov_destination. (CC BY 4.0) Wenzke, M. A. (2025). Closing the Attitude-Behaviour Gap: Acceptance of Mandatory Carbon Offsetting in Tourism [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17802433 | link |
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| wenzke_2025_info_quality | Visibility and comprehensibility of the operator's climate information, 2 items, 1-5; N = 379 customers of a Swiss travel company (online survey in German); cov_age_group, cov_travel_party, cov_transport, cov_destination. (CC BY 4.0) Wenzke, M. A. (2025). Closing the Attitude-Behaviour Gap: Acceptance of Mandatory Carbon Offsetting in Tourism [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17802433 | link |
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| wenzke_2025_intention | Behavioural intention for the next holiday, 2 items, 1-5; N = 379 customers of a Swiss travel company (online survey in German); cov_age_group, cov_travel_party, cov_transport, cov_destination. (CC BY 4.0) Wenzke, M. A. (2025). Closing the Attitude-Behaviour Gap: Acceptance of Mandatory Carbon Offsetting in Tourism [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17802433 | link |
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| wenzke_2025_knowledge | Feeling informed about travel's climate impact and offsetting, 3 items, 1-5 (does not apply at all-fully applies); N = 379 customers of a Swiss travel company (online survey in German); cov_age_group, cov_travel_party, cov_transport, cov_destination. (CC BY 4.0) Wenzke, M. A. (2025). Closing the Attitude-Behaviour Gap: Acceptance of Mandatory Carbon Offsetting in Tourism [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17802433 | link |
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| wenzke_2025_pbc | Perceived behavioural control, 2 items, 1-5; N = 379 customers of a Swiss travel company (online survey in German); cov_age_group, cov_travel_party, cov_transport, cov_destination. (CC BY 4.0) Wenzke, M. A. (2025). Closing the Attitude-Behaviour Gap: Acceptance of Mandatory Carbon Offsetting in Tourism [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17802433 | link |
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| wenzke_2025_personal_norm | Personal norm, 2 items, 1-5; N = 379 customers of a Swiss travel company (online survey in German); cov_age_group, cov_travel_party, cov_transport, cov_destination. (CC BY 4.0) Wenzke, M. A. (2025). Closing the Attitude-Behaviour Gap: Acceptance of Mandatory Carbon Offsetting in Tourism [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17802433 | link |
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| wenzke_2025_social_norm | Subjective norm, 2 items, 1-5; N = 379 customers of a Swiss travel company (online survey in German); cov_age_group, cov_travel_party, cov_transport, cov_destination. (CC BY 4.0) Wenzke, M. A. (2025). Closing the Attitude-Behaviour Gap: Acceptance of Mandatory Carbon Offsetting in Tourism [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17802433 | link |
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| wesselmann_2018_distress | Distress scale, veterans, 5 items, N=128 (CC BY 4.0) Wesselmann, E. D., et al. (2018). Does perceived ostracism contribute to mental health concerns among veterans who have been deployed? PLOS ONE. | link |
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| wesselmann_2018_drri | Deployment Risk and Resilience Inventory (subset), veterans, 12 items, N=128 (CC BY 4.0) Wesselmann, E. D., et al. (2018). Does perceived ostracism contribute to mental health concerns among veterans who have been deployed? PLOS ONE. | link |
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| wesselmann_2018_msp | Military-based perceived social support (14 items, 1-5); 4 items from Smith et al. plus 10 author-generated, not Zimet's MSPSS; veterans, N=126 (CC BY 4.0) Wesselmann, E. D., et al. (2018). Does perceived ostracism contribute to mental health concerns among veterans who have been deployed? PLOS ONE. | link |
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| wesselmann_2018_needs | Basic-needs-satisfaction scale, veterans, 20 items, N=128 (CC BY 4.0) Wesselmann, E. D., et al. (2018). Does perceived ostracism contribute to mental health concerns among veterans who have been deployed? PLOS ONE. | link |
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| wesselmann_2018_ostracism | Ostracism experience scale, veterans, 10 items, N=125 (CC BY 4.0) Wesselmann, E. D., et al. (2018). Does perceived ostracism contribute to mental health concerns among veterans who have been deployed? PLOS ONE. | link |
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| wesselmann_2018_pcl | PTSD Checklist (PCL), veterans, 20 items, N=128 (CC BY 4.0) Wesselmann, E. D., et al. (2018). Does perceived ostracism contribute to mental health concerns among veterans who have been deployed? PLOS ONE. | link |
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| wesselmann_2018_social_support | Social support scale, veterans, 15 items, N=128 (CC BY 4.0) Wesselmann, E. D., et al. (2018). Does perceived ostracism contribute to mental health concerns among veterans who have been deployed? PLOS ONE. | link |
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| wesselmann_2018_state_anxiety | State anxiety scale, veterans, 6 items, N=128 (CC BY 4.0) Wesselmann, E. D., et al. (2018). Does perceived ostracism contribute to mental health concerns among veterans who have been deployed? PLOS ONE. | link |
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| wesselmann_2018_trait_anxiety | Trait anxiety scale, veterans, 7 items, N=128 (CC BY 4.0) Wesselmann, E. D., et al. (2018). Does perceived ostracism contribute to mental health concerns among veterans who have been deployed? PLOS ONE. | link |
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| west_2020_feeling_thermometer | Feeling thermometers toward 12 social and political groups (feelingthermointro_4-15), 0-100; two waves; N = 2,558 US respondents; same covariates as west_2020_trump_approval. (CC0 1.0) West, E. (2020). Replication Data for: Partisanship as a Social Identity: Implications for Polarization [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/OF2PIH | link |
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| west_2020_partisan_traits | Trait ratings of Democratic and Republican supporters (patriotic, selfish, compromise, narrow-minded, compassionate), 10 items, 1-4; two waves; N = 2,558 US respondents; same covariates as west_2020_trump_approval. (CC0 1.0) West, E. (2020). Replication Data for: Partisanship as a Social Identity: Implications for Polarization [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/OF2PIH | link |
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| west_2020_trump_approval | Approval of President Trump's handling of five domains (job, economy, health care, immigration, foreign policy), 0-4; two waves around the Nov 2018 US election; N = 2,558 respondents (3,824 interviews); cov_age, cov_gender, cov_ethnicity, cov_income, cov_education, cov_party_id, cov_ideology, cov_treat, cov_panel. (CC0 1.0) West, E. (2020). Replication Data for: Partisanship as a Social Identity: Implications for Polarization [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/OF2PIH | link |
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| west_2020_trump_feel | Feelings toward Trump, 6 items (trump_feel_1-6), 1-4; two waves; N = 2,558 US respondents; same covariates as west_2020_trump_approval. (CC0 1.0) West, E. (2020). Replication Data for: Partisanship as a Social Identity: Implications for Polarization [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/OF2PIH | link |
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| west_2020_trump_qualities | Trump trait/quality ratings, 7 items (trump_qualities_1-7), 1-4; two waves; N = 2,558 US respondents; same covariates as west_2020_trump_approval. (CC0 1.0) West, E. (2020). Replication Data for: Partisanship as a Social Identity: Implications for Polarization [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/OF2PIH | link |
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| west_2021_aggnet_bfi2_agg_neu | Big Five Inventory Agreeableness and Neuroticism (CC BY 4.0) West, S. J., & Chester, D. S. (2022). The tangled webs we wreak: Examining the structure of aggressive personality using psychometric networks. Journal of Personality, 90, 762–780 | link |
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| west_2021_aggnet_bpaq | Buss-Perry Aggression Questionnaire and trait aggression facets (CC BY 4.0) West, S. J., & Chester, D. S. (2022). The tangled webs we wreak: Examining the structure of aggressive personality using psychometric networks. Journal of Personality, 90, 762–780 | link |
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| west_2021_retaliatory_aggression_acq | Aggression Choices (CC BY 4.0) West, S. J., Lasko, E. N., Hall, C. J., Khan, N. G., & Chester, D. S. (2022). Some revenge now or more revenge later? Applying an intertemporal framework to retaliatory aggression. Motivation Science, 8(1), 33–55. | link |
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| west_2021_retaliatory_aggression_ars | Anger Rumination (CC BY 4.0) West, S. J., Lasko, E. N., Hall, C. J., Khan, N. G., & Chester, D. S. (2022). Some revenge now or more revenge later? Applying an intertemporal framework to retaliatory aggression. Motivation Science, 8(1), 33–55. | link |
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| west_2021_retaliatory_aggression_bpaq | Trait Aggression (Physical) (CC BY 4.0) West, S. J., Lasko, E. N., Hall, C. J., Khan, N. G., & Chester, D. S. (2022). Some revenge now or more revenge later? Applying an intertemporal framework to retaliatory aggression. Motivation Science, 8(1), 33–55. | link |
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| west_2021_retaliatory_aggression_bscs | Self-Control (CC BY 4.0) West, S. J., Lasko, E. N., Hall, C. J., Khan, N. G., & Chester, D. S. (2022). Some revenge now or more revenge later? Applying an intertemporal framework to retaliatory aggression. Motivation Science, 8(1), 33–55. | link |
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| west_2021_retaliatory_aggression_cast | Physical Sadism (CC BY 4.0) West, S. J., Lasko, E. N., Hall, C. J., Khan, N. G., & Chester, D. S. (2022). Some revenge now or more revenge later? Applying an intertemporal framework to retaliatory aggression. Motivation Science, 8(1), 33–55. | link |
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| west_2021_retaliatory_aggression_study3_sd3_psychopathy | Psychopathy (CC BY 4.0) West, S. J., Lasko, E. N., Hall, C. J., Khan, N. G., & Chester, D. S. (2022). Some revenge now or more revenge later? Applying an intertemporal framework to retaliatory aggression. Motivation Science, 8(1), 33–55. | link |
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| west_2021_retaliatory_aggression_study4_deq | Discrete Emotions (CC BY 4.0) West, S. J., Lasko, E. N., Hall, C. J., Khan, N. G., & Chester, D. S. (2022). Some revenge now or more revenge later? Applying an intertemporal framework to retaliatory aggression. Motivation Science, 8(1), 33–55. | link |
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| west_2022_psychnet_pclsv | Psychopathy Checklist: Screening Version (PCL:SV) interview-based ratings used to compare psycopathy across measurement modalities (CC BY 4.0) West, S. J., Psederska, E., Vasilev, G., Bozgunov, K., Nedelchev, D., Thomson, N. D., & Vassileva, J. (2023). Comparing psychopathy across measurement modalities. Personality Disorders: Theory, Research, and Treatment, 14(3), 274–286. | link |
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| west_2024_representation_men conjoint · source = "conj" |
Each of 2,082 US men rated five hypothetical jobs whose title, industry, competitiveness and pay were randomized, after a randomized framing of the number of women in Congress; outcomes are willingness to apply and feeling qualified (0-100). (CC0 1.0) West, E. A., & Duell, D. (2024). How political representation empowers women. Political Behavior. | link |
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| west_2024_representation_women conjoint · source = "conj" |
Each of 4,545 US women rated five hypothetical jobs whose title, industry, competitiveness and pay were randomized, after a randomized framing of the number of women in Congress; outcomes are willingness to apply and feeling qualified (0-100). (CC0 1.0) West, E. A., & Duell, D. (2024). How political representation empowers women. Political Behavior. | link |
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| western_reserve_project | Longitudinal, item-level data from the Western Reserve Reading and Math Project, which concerned child development among twins (CC BY 4.0) Petrill, S., Thompson, L., Plomin, R., DeThorne, L. S., & Schatschneider, C. (2021). WRRMP Full data (all waves). LDbase. https://doi.org/10.33009/ldbase.1643647104.07c5 | link |
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| westhoff2023_pbat | PBAT (Psychological Behavioral Assessment Tool-style ESM items), 0-100 continuous slider; N=113, 18 items, up to 105 timepoints/person (day x session), from a psychological-flexibility experience-sampling study (CC BY 4.0) Westhoff, M., Heshmati, S., Siepe, B. S., Vogelbacher, C., Ciarrochi, J., Hayes, S. C., & Hofmann, S. G. (2023). Stop Being So Rigid: The Interplay of Psychological Flexibility and Cognitive-Affective Processes in the Daily Lives of Young Adults. OSF. | link |
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| westhoff2023_stopd | STOPD scale, 0-100 continuous slider; N=113, 5 items, up to 105 timepoints/person (day x session), from a psychological-flexibility experience-sampling study (CC BY 4.0) Westhoff, M., Heshmati, S., Siepe, B. S., Vogelbacher, C., Ciarrochi, J., Hayes, S. C., & Hofmann, S. G. (2023). Stop Being So Rigid: The Interplay of Psychological Flexibility and Cognitive-Affective Processes in the Daily Lives of Young Adults. OSF. | link |
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| white_2022_covid_vac_items_15_20 | Questions 15-20 of a 25-question COVID-19 vaccine survey, a six-item 5-point block that the depositors' own analysis code tabulates together, answered by all 23,000 respondents of a stratified online panel of 1,000 adults in each of 23 countries, 28 June - 8 July 2022. Items keyed by the deposit's own question numbers. (CC BY 4.0) Lazarus, J. V., Wyka, K., White, T. M., Picchio, C. A., Gostin, L. O., Larson, H. J., Rabin, K., Ratzan, S. C., Kamarulzaman, A., & El-Mohandes, A. (2023). A survey of COVID-19 vaccine acceptance across 23 countries in 2022. Nature Medicine, 29, 366-375. | link |
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| white_2022_covid_vac_items_1_6 | Questions 1-6 of a 25-question COVID-19 vaccine survey, a six-item 5-point agreement block, answered by all 23,000 respondents of a stratified online panel of 1,000 adults in each of 23 countries, 28 June - 8 July 2022. Items keyed by the deposit's own question numbers; the 2022 questionnaire is in the paper's paywalled supplementary information, so no construct is asserted. (CC BY 4.0) Lazarus, J. V., Wyka, K., White, T. M., Picchio, C. A., Gostin, L. O., Larson, H. J., Rabin, K., Ratzan, S. C., Kamarulzaman, A., & El-Mohandes, A. (2023). A survey of COVID-19 vaccine acceptance across 23 countries in 2022. Nature Medicine, 29, 366-375. | link |
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| whodas_BrummerHoffman_2021 | World Health Organization Disability Assessment Schedule (CC BY 4.0) de Souza Brümmer, R., Krause, K. R., Salum, G. A., de Almeida Fleck, M. P., Porto, I. M., do Amaral, J. V., ... & Hoffmann, M. S. (2024). Beyond frequency: Evaluating the validity of assessing the context, duration, ability and botherement of depression and anxiety symptoms in south Brazil. Psychological Assessment. | link |
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| wicherts_2023_5pft | Five Personality Factors Test (5PFT), 70 items on a 1-7 scale (14 per Big Five factor), Dutch cohorts 1982-2007. 623,105 responses from 8,954 respondents on 70 items. (CC0 1.0) Wicherts, J. M. (2023). Data from 'Cohort Differences in Big Five Personality Factors Over a Period of 25 Years' [Data set]. DataverseNL. https://doi.org/10.34894/8NGA0R | link |
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| wicki_2019_passenger_transport conjoint · source = "conj" |
Internet-panel respondents in China, Germany and the USA (n = 4,876, February 2018) compared 4 pairs of passenger-transport policy packages varying a fuel tax, use of its revenues, downtown car restrictions, public-transport support, fuel-efficiency requirements, information campaigns and car-industry subsidies; forced choice plus a 1-7 support rating per package. (CC0 1.0) Wicki, M., Fesenfeld, L., & Bernauer, T. (2019). In search of politically feasible policy-packages for sustainable passenger transport: Insights from choice experiments in China, Germany, and the USA. Environmental Research Letters, 14(8), 084048. | link |
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| wicki_2020_vehicle_emissions conjoint · source = "conj" |
Vehicle-emission policy-package conjoint: 2,034 Swiss residents (IPSOS online quota sample, December 2017) each compared 5 pairs of packages varying energy label, registration ban, road pricing, car tax, earmarking, information campaign, implementation year, test phase and expert involvement; outcomes are a forced choice and a 1-7 agreement rating, under an EV-promotion or emission-reduction frame. (CC0 1.0) Wicki, M., Huber, R. A., & Bernauer, T. (2020). Can policy-packaging increase public support for costly policies? Insights from a choice experiment on policies against vehicle emissions. Journal of Public Policy, 40(4), 599-625. | link |
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| wicki_2021_av_concern | Concerns about self-driving vehicles, 8 items, 1-5, three panel waves. 785 respondents. Covariates: age, male. (CC0 1.0) Wicki, Michael (2021). Replication Data for: How do Familiarity and Fatal Accidents Affect Acceptance of Self-Driving Vehicles? [dataset]. Harvard Dataverse. | link |
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| wiedemann_2021_risk_perception | 5-item risk-communication perception battery (comprehensibility, clarity, doubts about assessment qualification, perceived risk magnitude, fear), 7-point scale. N=344 German-speaking survey respondents in a hazard-communication vignette experiment. (CC BY 4.0) Wiedemann P, Boerner FU, Freudenstein F (2021) Effects of communicating uncertainty descriptions in hazard identification, risk characterization, and risk protection. PLoS ONE 16(7):e0253762. | link |
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| wiedemann_2021_text_readability | 6-item semantic-differential rating of text readability/comprehensibility (F11-F16), 7-point bipolar scale. N=344, same sample as wiedemann_2021_risk_perception. (CC BY 4.0) Wiedemann P, Boerner FU, Freudenstein F (2021) Effects of communicating uncertainty descriptions in hazard identification, risk characterization, and risk protection. PLoS ONE 16(7):e0253762. | link |
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| wiesenthal_2026_energy_sharing conjoint · source = "conj" |
German adults who (co-)decide their household electricity contract (online, 2025, n = 2,401) decided in 10 tasks whether to take a renewable energy community offer, varying organizer, investment/co-determination, statutory goal, contract design and electricity cost, or stay with their current supplier. (CC BY 4.0) Wiesenthal, J., Sagebiel, J., & Yildiz, Ö. (2026). Willingness to pay for key attributes of energy sharing in Germany: Data and materials [Data set]. Zenodo. | link |
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| wijesinghe_2025_sustained_agile_usage | Sustained Agile Usage (SAU) scale, 8 items, 1-5, N=391 (CC BY 4.0) Wijesinghe, U., et al. (2025). Does management support drive sustained agile usage? a serial mediation model and cIPMA perspective. PLOS ONE. | link |
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| wilkins_2018_phq9 | Patient Health Questionnaire-9 (PHQ-9), 9 items, 0-3, 281 acute stroke patients screened by stroke-unit nurses in Doha, Qatar (2016-2017); cov_age, cov_gender (codes not documented). (CC0 1.0) Wilkins, S. S., Akhtar, N., Salam, A., Bourke, P., Joseph, S., Santos, M., & Shuaib, A. (2018). Acute post stroke depression at a Primary Stroke Center in the Middle East. PLOS ONE, 13(12), e0208708. | link |
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| wilkowska_2022_aal_barriers | Perceived barriers to sensor-based ambient assisted living, 6 items, 1 fully disagree .. 6 fully agree, raw items (reverse-keyed items as answered). 312 German adults, online survey, 2021. Covariates: age, gender. (CC BY 4.0) Wilkowska W, Offermann J, Spinsante S, Poli A, Ziefle M (2022). Analyzing technology acceptance and perception of privacy in ambient assisted living for using sensor-based technologies. PLOS ONE 17(7): e0269642. | link |
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| wilkowska_2022_aal_benefits | Perceived benefits of sensor-based ambient assisted living, 6 items, 1 fully disagree .. 6 fully agree, raw items (reverse-keyed items as answered). 312 German adults, online survey, 2021. Covariates: age, gender. (CC BY 4.0) Wilkowska W, Offermann J, Spinsante S, Poli A, Ziefle M (2022). Analyzing technology acceptance and perception of privacy in ambient assisted living for using sensor-based technologies. PLOS ONE 17(7): e0269642. | link |
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| wilkowska_2022_aal_intention | Intention to use sensor-based ambient technology, 3 items, 1 fully disagree .. 6 fully agree, raw items (reverse-keyed items as answered). 312 German adults, online survey, 2021. Covariates: age, gender. (CC BY 4.0) Wilkowska W, Offermann J, Spinsante S, Poli A, Ziefle M (2022). Analyzing technology acceptance and perception of privacy in ambient assisted living for using sensor-based technologies. PLOS ONE 17(7): e0269642. | link |
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| wilkowska_2022_privacy | Privacy perceptions, 5 items, 1 fully disagree .. 6 fully agree, raw items (reverse-keyed items as answered). 312 German adults, online survey, 2021. Covariates: age, gender. (CC BY 4.0) Wilkowska W, Offermann J, Spinsante S, Poli A, Ziefle M (2022). Analyzing technology acceptance and perception of privacy in ambient assisted living for using sensor-based technologies. PLOS ONE 17(7): e0269642. | link |
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| wilkowska_2022_privacy_health | Relevance of health to privacy perception, 4 items, 1 fully disagree .. 6 fully agree, raw items (reverse-keyed items as answered). 312 German adults, online survey, 2021. Covariates: age, gender. (CC BY 4.0) Wilkowska W, Offermann J, Spinsante S, Poli A, Ziefle M (2022). Analyzing technology acceptance and perception of privacy in ambient assisted living for using sensor-based technologies. PLOS ONE 17(7): e0269642. | link |
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| wilkowska_2022_tam | Technology acceptance (usefulness, ease of use, intention to use), 6 items, 1 fully disagree .. 6 fully agree, raw items (reverse-keyed items as answered). 312 German adults, online survey, 2021. Covariates: age, gender. (CC BY 4.0) Wilkowska W, Offermann J, Spinsante S, Poli A, Ziefle M (2022). Analyzing technology acceptance and perception of privacy in ambient assisted living for using sensor-based technologies. PLOS ONE 17(7): e0269642. | link |
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| wilkowska_2022_tech_affinity | Affinity for technology, 5 items, 1 fully disagree .. 6 fully agree, raw items (reverse-keyed items as answered). 312 German adults, online survey, 2021. Covariates: age, gender. (CC BY 4.0) Wilkowska W, Offermann J, Spinsante S, Poli A, Ziefle M (2022). Analyzing technology acceptance and perception of privacy in ambient assisted living for using sensor-based technologies. PLOS ONE 17(7): e0269642. | link |
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| wilkowska_2022_tech_control | Control beliefs in dealing with technology (KUT), 6 items, 1 fully disagree .. 6 fully agree, raw items (reverse-keyed items as answered). 312 German adults, online survey, 2021. Covariates: age, gender. (CC BY 4.0) Wilkowska W, Offermann J, Spinsante S, Poli A, Ziefle M (2022). Analyzing technology acceptance and perception of privacy in ambient assisted living for using sensor-based technologies. PLOS ONE 17(7): e0269642. | link |
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| williams-brat2020-study2 | Psychometric Validation of the Beck Depression Inventory BRAT Study 2 (CC BY 4.0) Williams, Z. J., Everaert, J., & Gotham, K. O. (2021). Measuring Depression in Autistic Adults: Psychometric Validation of the Beck Depression Inventory-II. Assessment, 28(3), 858–876. https://doi.org/10.1177/1073191120952889 | link |
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| williams-brat2020_study1 | Psychometric Validation of the Beck Depression Inventory BRAT Study 1 (CC BY 4.0) Williams, Z. J., Everaert, J., & Gotham, K. O. (2021). Measuring Depression in Autistic Adults: Psychometric Validation of the Beck Depression Inventory-II. Assessment, 28(3), 858–876. https://doi.org/10.1177/1073191120952889 | link |
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| williams-cps2018 | Psychometric Validation of the Beck Depression Inventory CPS Study 2 (CC BY 4.0) Williams, Z. J., Everaert, J., & Gotham, K. O. (2021). Measuring Depression in Autistic Adults: Psychometric Validation of the Beck Depression Inventory-II. Assessment, 28(3), 858–876. https://doi.org/10.1177/1073191120952889 | link |
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| williams-cps2019 | Psychometric Validation of the Beck Depression Inventory CPS Study 1 (CC BY 4.0) Williams, Z. J., Everaert, J., & Gotham, K. O. (2021). Measuring Depression in Autistic Adults: Psychometric Validation of the Beck Depression Inventory-II. Assessment, 28(3), 858–876. https://doi.org/10.1177/1073191120952889 | link |
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| williams_2022_dmss | Duke Misophonia Questionnaire symptom scale: affective (8), physiological (5) and cognitive (10) responses to bothersome sounds, 0-4. 1,054 of 1,403 Prolific adults (branched on endorsing a bothersome sound). Same ids as williams_2022_dvmsq. (CC BY 4.0) Williams ZJ, Cascio CJ, Woynaroski TG (2022). Psychometric validation of a brief self-report measure of misophonia symptoms and functional impairment: The Duke-Vanderbilt Misophonia Screening Questionnaire. Frontiers in Psychology 13:897901. https://doi.org/10.3389/fpsyg.2022.897901 | link |
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| williams_2022_dvmsq | Duke-Vanderbilt Misophonia Screening Questionnaire item pool: screening question (yes/no) plus 20 symptom, interference and global-impact items (0-4), 1,403 Prolific adults (CC BY 4.0) Williams, Z. J., Cascio, C. J., & Woynaroski, T. G. (2022). Psychometric validation of a brief self-report measure of misophonia symptoms and functional impairment: The Duke-Vanderbilt Misophonia Screening Questionnaire. Frontiers in Psychology, 13, 897901. | link |
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| williams_2022_ihs | Inventory of Hyperacusis Symptoms, 25 items, 1-4 as exported (the dictionary lists 0-3; the export is shifted by +1). 1,403 Prolific adults. Same ids as williams_2022_dvmsq. (CC BY 4.0) Williams ZJ, Cascio CJ, Woynaroski TG (2022). Psychometric validation of a brief self-report measure of misophonia symptoms and functional impairment: The Duke-Vanderbilt Misophonia Screening Questionnaire. Frontiers in Psychology 13:897901. https://doi.org/10.3389/fpsyg.2022.897901 | link |
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| williams_2022_oasis | Overall Anxiety Severity and Impairment Scale, 5 items, 0-4; items 2-5 skipped when item 1 = 0. 1,403 Prolific adults. Same ids as williams_2022_dvmsq. (CC BY 4.0) Williams ZJ, Cascio CJ, Woynaroski TG (2022). Psychometric validation of a brief self-report measure of misophonia symptoms and functional impairment: The Duke-Vanderbilt Misophonia Screening Questionnaire. Frontiers in Psychology 13:897901. https://doi.org/10.3389/fpsyg.2022.897901 | link |
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| williams_2022_odsis | Overall Depression Severity and Impairment Scale, 5 items, 0-4; items 2-5 skipped when item 1 = 0. 1,403 Prolific adults. Same ids as williams_2022_dvmsq. (CC BY 4.0) Williams ZJ, Cascio CJ, Woynaroski TG (2022). Psychometric validation of a brief self-report measure of misophonia symptoms and functional impairment: The Duke-Vanderbilt Misophonia Screening Questionnaire. Frontiers in Psychology 13:897901. https://doi.org/10.3389/fpsyg.2022.897901 | link |
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| williams_2022_phonophobia | DSM-5 severity measure for specific phobia adapted to sounds (phonophobia), 10 items, 0-4. 1,403 Prolific adults. Same ids as williams_2022_dvmsq. (CC BY 4.0) Williams ZJ, Cascio CJ, Woynaroski TG (2022). Psychometric validation of a brief self-report measure of misophonia symptoms and functional impairment: The Duke-Vanderbilt Misophonia Screening Questionnaire. Frontiers in Psychology 13:897901. https://doi.org/10.3389/fpsyg.2022.897901 | link |
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| williams_2022_rlss | Riverside Life Satisfaction Scale, 6 items, 1-7 (reverse-keyed items raw). 1,403 Prolific adults. Same ids as williams_2022_dvmsq. (CC BY 4.0) Williams ZJ, Cascio CJ, Woynaroski TG (2022). Psychometric validation of a brief self-report measure of misophonia symptoms and functional impairment: The Duke-Vanderbilt Misophonia Screening Questionnaire. Frontiers in Psychology 13:897901. https://doi.org/10.3389/fpsyg.2022.897901 | link |
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| williams_2022_sss8 | Somatic Symptom Scale-8, 8 items, 0-4. 1,403 Prolific adults. Same ids as williams_2022_dvmsq. (CC BY 4.0) Williams ZJ, Cascio CJ, Woynaroski TG (2022). Psychometric validation of a brief self-report measure of misophonia symptoms and functional impairment: The Duke-Vanderbilt Misophonia Screening Questionnaire. Frontiers in Psychology 13:897901. https://doi.org/10.3389/fpsyg.2022.897901 | link |
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| williams_2026_legislature_prefs conjoint · source = "conj" |
Respondents chose between pairs of hypothetical legislatures described by six attributes (agenda, bipartisanship, checks on the executive, party in control, gender makeup, racial makeup). Sample of 449 respondents (US, inferred), 5 contests each; one choice outcome. (CC0 1.0) Williams, N. S., Hitefield, A. A., & Kimbrell, K. L. (2026). Citizen preferences for their legislative body: Evidence from the United States. Journal of Elections, Public Opinion and Parties. | link |
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| williamson_2023_preacher_authority conjoint · source = "conj" |
YouGov respondents in 11 Middle East and North Africa countries (n = 14,466; 12,025 Sunni analysed in the paper) compared 2 pairs of hypothetical Muslim preachers on 9 attributes, choosing whom they would trust more on religious matters and whose sermon they would listen to, and rating trust in each (0-4). (CC0 1.0) Williamson, S., Yildirim, A. K., Grewal, S., & Kuenkler, M. (2023). Preaching politics: How politicization undermines religious authority in the Middle East. British Journal of Political Science, 53(2), 555-574. | link |
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| williamson_2025_aid_bilendi2024 conjoint · source = "conj" |
A Bilendi online-panel sample of US adults (n=3,958, October 2024) read one text vignette about a foreign country whose military the US might aid, randomized in region, six statements on its government's democracy and human-rights record, and the US security threat, and rated support for military aid (7-point agree/disagree). (CC0 1.0) Williamson, S. (2025). Who gets the guns? How democratic values and security threats affect American attitudes toward military aid. Journal of Conflict Resolution. | link |
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| williamson_2025_aid_yougov2017 conjoint · source = "conj" |
A YouGov sample of US adults (n=999) read one text vignette about a foreign country whose military the US might aid, randomized in region, cost of the aid, the government's democracy and human-rights record, and the US security threat, and rated support for military aid (7-point agree/disagree). (CC0 1.0) Williamson, S. (2025). Who gets the guns? How democratic values and security threats affect American attitudes toward military aid. Journal of Conflict Resolution. | link |
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| wilmer-mrmet-and-rmet-validation-data-set-2022 | Validation sample for the Multiracial Reading the Mind in the Eyes Test (MRMET, 37 items) and the original RMET (36 items). Each item is a 4-choice emotion judgment from a photo of the eye region, scored correct/incorrect. N=2,515, with demographic covariates, repeat MRMET/RMET scores, a vocabulary measure and additional individual-difference measures (Kim et al., 2024). (CC BY-SA 4.0) Kim, H.A., Kaduthodil, J., Strong, R.W. et al. Multiracial Reading the Mind in the Eyes Test (MRMET): An inclusive version of an influential measure. Behav Res 56, 5900–5917 (2024). https://doi.org/10.3758/s13428-023-02323-x | link |
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| wilmer-mrmet-normative-data-set-2022 | Normative sample for the Multiracial Reading the Mind in the Eyes Test (MRMET), 37 items. The MRMET is a revision of the RMET with racially diverse faces, answer choices that don't refer to gender, answers checked against a ground truth, and easier vocabulary. Each item is a 4-choice judgment scored correct/incorrect, and the chosen option and response time are kept. N=9,295, with demographic covariates (Kim et al., 2024). (CC BY-SA 4.0) Kim, H.A., Kaduthodil, J., Strong, R.W. et al. Multiracial Reading the Mind in the Eyes Test (MRMET): An inclusive version of an influential measure. Behav Res 56, 5900–5917 (2024). https://doi.org/10.3758/s13428-023-02323-x | link |
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| wilmer-mrmet-normative-data-set-2022_nom nominal · source = "nom" |
Unlike the RMET, our Multiracial Reading the Mind in the Eyes Test (MRMET) incorporates racially inclusive stimuli, nongendered answer choices, ground-truth referenced answers, and more accessible vocabulary. (CC BY 4.0) Kim, H.A., Kaduthodil, J., Strong, R.W. et al. Multiracial Reading the Mind in the Eyes Test (MRMET): An inclusive version of an influential measure. Behav Res 56, 5900–5917 (2024). https://doi.org/10.3758/s13428-023-02323-x | link |
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| wilmer-rmet-normative-data-set-2022 | Normative sample for the original Reading the Mind in the Eyes Test (RMET), 36 items. Each item is a 4-choice emotion judgment from a photo of the eye region, scored correct/incorrect, and the chosen option is kept in raw_resp. N=17,680, with demographic covariates (Kim et al., 2024). (CC BY-SA 4.0) Kim, H.A., Kaduthodil, J., Strong, R.W. et al. Multiracial Reading the Mind in the Eyes Test (MRMET): An inclusive version of an influential measure. Behav Res 56, 5900–5917 (2024). https://doi.org/10.3758/s13428-023-02323-x | link |
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| wilmer-rmet-normative-data-set-2022_nom nominal · source = "nom" |
Unlike the RMET, our Multiracial Reading the Mind in the Eyes Test (MRMET) incorporates racially inclusive stimuli, nongendered answer choices, ground-truth referenced answers, and more accessible vocabulary. (CC BY 4.0) Kim, H.A., Kaduthodil, J., Strong, R.W. et al. Multiracial Reading the Mind in the Eyes Test (MRMET): An inclusive version of an influential measure. Behav Res 56, 5900–5917 (2024). https://doi.org/10.3758/s13428-023-02323-x | link |
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| wilson_2022_kelpie_personality | Owner ratings of working Kelpie dog personality/ability traits (18 items, 1-5 scale); id is the dog, owner recorded as rater (CC BY 4.0) Wilson BJ, Arnott ER, Early JB, Wade CM, McGreevy PD (2022). Valued personality traits in livestock herding Kelpies-Development and application of a livestock herding dog assessment form. PLOS ONE, 17(4), e0267266. https://doi.org/10.1371/journal.pone.0267266 | link |
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| wimmer_2024_rivalry_immigrants conjoint · source = "conj" |
Online respondents in 22 countries (Lucid, Feb-Mar 2022, n=45,724) acting as immigration officers chose which of two applicants for permanent residence would be a better fit, over 6 pairs; applicants varied in language proficiency, age, country of origin (rival/ally x racially similar/different), gender, occupation and length of residence. Outcome: forced choice. (CC0 1.0) Wimmer, A., Bonikowski, B., Crabtree, C., Fu, Z., Golder, M., & Tsutsui, K. (2024). Geo-political rivalry and anti-immigrant sentiment: A conjoint experiment in 22 countries. American Political Science Review, 119(2), 1018-1035. | link |
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| wine_luckett2021 | Discrimination of odor mixture samples (CC BY 4.0) Curtis R Luckett, Robert Pellegrino, Michelle Heatherly, Katherine Alfaro Martinez, Melissa Dein, P John Munafo, Discrimination of Complex Odor Mixtures: A Study Using Wine Aroma Models, Chemical Senses, Volume 46, 2021, bjaa079, https://doi.org/10.1093/chemse/bjaa079 | link |
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| wirs | Attitudinal items involving workplace negotiations. (GPL-3.0) Bartholomew, D. (1998) Scaling unobservable constructs in social science. Applied Statistics, 47, 1–13. | link |
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| wisniewski_2021_nihss | Polish version of the NIH Stroke Scale (15 items, 0-2 to 0-4) scored independently by three NIHSS-certified raters for 225 ischemic stroke inpatients (rater = assessment slot). (CC BY 4.0) Wiśniewski, A., Filipska, K., Puchowska, M., Piec, K., Jaskólski, F., & Ślusarz, R. (2021). Validation of a Polish version of the National Institutes of Health Stroke Scale: Do moderate psychometric properties affect its clinical utility? PLOS ONE, 16(4), e0249211. https://doi.org/10.1371/journal.pone.0249211 | link |
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| witus_2022_narrator_perception | 3-item video-narrator perception scale (trustworthy/comforting/knowledgeable, 1-4), COVID-19 vaccination video RCT (CC BY 4.0) Witus LS, Larson E (2022) A randomized controlled trial of a video intervention shows evidence of increasing COVID-19 vaccination intention. PLOS ONE 17(5): e0267580. | link |
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| wiwattarangkul_2023_lgbtq_attitude | Thai Attitude towards LGBTQ+ questionnaire, 12 items, 1-5 as scored (negatively worded items deposited reverse-rated). 806 medical students at Chulalongkorn University, Bangkok, 2021. Covariates: age, study year, sex identity. (CC0 1.0) Wiwattarangkul T, Wainipitapong S (2023) Attitudes towards LGBTQ+ individuals among Thai medical students. PLoS ONE 18(12): e0296039. https://doi.org/10.1371/journal.pone.0296039 | link |
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| wiwattarangkul_2023_lgbtq_meded | Opinions on LGBTQ+ content in medical education, 5 study-written items, 1-10. 806 medical students at Chulalongkorn University, Bangkok, 2021. Covariates: age, study year, sex identity. (CC0 1.0) Wiwattarangkul T, Wainipitapong S (2023) Attitudes towards LGBTQ+ individuals among Thai medical students. PLoS ONE 18(12): e0296039. https://doi.org/10.1371/journal.pone.0296039 | link |
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| wiyono_2026_digital_fatigue | 21 items scored 1-6 on platform overload, technology overload, technostress and digital fatigue, from 211 Indonesian university students using online learning platforms. Item codes OP/TO/TS/DF are printed in the survey's own column headers. (CC BY 4.0) Wiyono, K. W., Linardi, W., & Pujianto, R. S. (2026). Digital Fatigue Questionnaire Responses. Zenodo. | link |
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| woen_2024_tofu_preferences conjoint · source = "conj" |
Indonesian consumers rated 16 fixed tofu-snack product cards (variant, flavour, category, portion size; a 2x2x2x2 full factorial, text in Indonesian). 105 respondents, 16 single-profile cards, one 1-5 score. (CC BY 4.0) Woen, K., & Murniati, M. (2024). Optimizing product offerings: A conjoint analysis of tofu attributes and consumer preferences for market success data [Data set]. Mendeley Data. | link |
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| wolbers_2017_class_contact | Pupil questionnaire, contact with classmates, 6 items, 1-5 (two negatively worded items stored reversed); N = 2,165 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_conversation | Peil.onderwijs conversation (Gesprekken) rating form for a group conversation in threes, 20 criteria + global judgement, criteria 0-2, global 0-4 (code 9, too little input to rate, dropped); 1,380 pupils; rater; N = 1,380 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; rater, cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_home_lang_act | Pupil questionnaire, language activities at home in the past week, 6 items, 1-3 (never, 1-2 times, more than 2 times); N = 2,168 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_home_resources | Pupil questionnaire, language-related resources at home, 9 items, 1 no / 2 yes ('don't know' dropped); N = 2,168 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_lang_act_par | Pupil questionnaire, language activities together with parents, 8 items, 1-3 (never, 1-2 times, more than 2 times); N = 2,163 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_listening | Peil.onderwijs listening test (Luisteren), 30 multiple-choice items on video and audio fragments, 0/1 (wrong/right); 1,531 pupils; cov_test_version A/B; N = 1,531 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country, cov_test_version; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_parent_dutch | Pupil questionnaire, how well father and mother speak and understand Dutch, 4 items, 1-4 (very well-very badly; 'cannot answer' dropped); N = 2,155 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_parent_lit_act | Pupil questionnaire, parents' reading, writing and news activities, 7 items, 1-3 ((almost) never, sometimes, (very) often); N = 2,165 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_speak_anxiety | Pupil questionnaire, speaking in class is frightening, 5 items, 1-5 (doesn't apply at all-applies exactly); N = 2,158 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_speak_climate | Pupil questionnaire, safe speaking climate in class, 3 items, 1-5 (one negatively worded item stored reversed); N = 2,140 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_speak_enjoy | Pupil questionnaire, speaking in class is fun, 3 items, 1-5 (doesn't apply at all-applies exactly); N = 2,159 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_speaking | Peil.onderwijs speaking (Spreken) rating form for a 3-5 minute vlog, 15 criteria + global judgement, criteria 0-2, global 0-4; 1,365 pupils; N = 1,365 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolbers_2017_teach_contact | Pupil questionnaire, contact with the teacher, 7 items, 1-5 (one negatively worded item stored reversed); N = 2,163 grade-8 pupils in a sample of 121 Dutch primary schools (Peil.onderwijs national assessment of oral language, 2017); cov_sex, cov_age_months, cov_parent_education, cov_parents_born_nl, cov_pupil_birth_country; cluster_id. (CC0 1.0) Wolbers, M., Teunissen, C., van Druten, L., & Geelen, A. (2017). Peilingsonderzoek Mondelinge Taalvaardigheid in het basisonderwijs [Data set]. DANS Data Station Social Sciences and Humanities. https://doi.org/10.17026/dans-xjd-rgey | link |
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| wolf_2017_study1_anxiety | State anxiety scale (10 items), Study 1, N=140 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolf_2017_study1_posaff | PANAS 12-adjective selection (6 positive, 6 negative), responses stored raw and NOT reverse-scored; after viewing high/low-biodiversity park photos, Study 1, N=140 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolf_2017_study1_vitality | Subjective Vitality Scale (6 items), Study 1, N=140 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolf_2017_study2_anxiety_post | State anxiety scale, post-video full form (10 items), Study 2, N=264 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolf_2017_study2_anxiety_pre | State anxiety scale, pre-video short form (6 items), Study 2, N=264 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolf_2017_study2_nature_connect | Nature-connectedness scale (6 items), rated post-video, Study 2, N=264 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolf_2017_study2_posaff_post | PANAS 12-adjective selection (6 positive, 6 negative), responses stored raw and NOT reverse-scored; post-video, Study 2, N=264 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolf_2017_study2_posaff_pre | PANAS 8-adjective selection (4 positive, 4 negative), responses stored raw and NOT reverse-scored; pre-video, Study 2, N=264 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolf_2017_study2_video_liking | Video-liking scale (6 items), rated post-video, Study 2, N=264 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolf_2017_study2_vitality_post | Subjective Vitality Scale, post-video full form (6 items), Study 2, N=264 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolf_2017_study2_vitality_pre | Subjective Vitality Scale, pre-video short form (3 items), Study 2, N=264 (CC BY 4.0) Wolf LJ, zu Ermgassen S, Balmford A, White M, Weinstein N (2017). Is Variety the Spice of Life? An Experimental Investigation into the Effects of Species Richness on Self-Reported Mental Well-Being. PLOS ONE, 12(1), e0170225. https://doi.org/10.1371/journal.pone.0170225 | link |
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| wolters2026_css | Cyberchondria Severity Scale-15 from a German RCT on digital health literacy (N=83, 15 items, 1-5). (CC BY 4.0) Wolters, C. et al. (2026). Online health research and cyberchondria RCT data [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.32044005.v1 | link |
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| wolters2026_panas_na | PANAS negative affect subscale from a German RCT on digital health literacy (N=83, 10 items, 1-5). (CC BY 4.0) Wolters, C. et al. (2026). Online health research and cyberchondria RCT data [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.32044005.v1 | link |
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| wolters2026_panas_pa | PANAS positive affect subscale from a German RCT on digital health literacy (N=83, 10 items, 1-5). (CC BY 4.0) Wolters, C. et al. (2026). Online health research and cyberchondria RCT data [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.32044005.v1 | link |
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| wolters2026_symptom_concerns | Symptom concern items measured at two timepoints from a German RCT on digital health literacy (N=83, 4 items x 2 waves, 1-6, longitudinal). (CC BY 4.0) Wolters, C. et al. (2026). Online health research and cyberchondria RCT data [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.32044005.v1 | link |
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| wolters2026_wi | Whiteley Index health anxiety scale from a German RCT on digital health literacy (N=83, 14 items, 0-1 binary). (CC BY 4.0) Wolters, C. et al. (2026). Online health research and cyberchondria RCT data [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.32044005.v1 | link |
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| wondie_2020_hads | Hospital Anxiety and Depression Scale (HADS), Amharic, 14 items (odd = anxiety, even = depression), each 0-3 in scored direction (items sum to the deposit's subscale scores). 256 adult cancer patients at the University of Gondar hospital, Ethiopia. Covariates: age, sex, patient status, surgery, chemotherapy, radiotherapy. (CC BY 4.0) Wondie Y, Mehnert A, Hinz A (2020). The Hospital Anxiety and Depression Scale (HADS) applied to Ethiopian cancer patients. PLOS ONE 15(12): e0243357. | link |
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| wong_2016_npi_stroke | Neuropsychiatric Inventory (NPI), 12 domains, each scored frequency (0-4) x severity (0-3) = 0-12, rated from caregiver interview 3-6 months after stroke or TIA. 518 patients of the STRIDE cohort, Prince of Wales Hospital, Hong Kong. Missing (9999) and one impossible value dropped. Covariates: sex, age, years of education, MMSE total. (CC BY 4.0) Wong, A., Lau, A. Y., Yang, J., Wang, Z., Liu, W., Lam, B. Y., ... & Mok, V. C. (2016). Neuropsychiatric symptom clusters in stroke and transient ischemic attack by cognitive status and stroke subtype: frequency and relationships with vascular lesions, brain atrophy and amyloid. PLoS ONE, 11(9), e0162846. https://doi.org/10.1371/journal.pone.0162846 | link |
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| wong_2026_eca_disclosure | Post-session questionnaire on disclosure with an embodied conversational agent, 15 items (M1-M15, 1-7) x 2 rounds (wave); N = 252 Chinese-speaking adults. Item-to-construct assignment not documented. (CC BY 4.0) Wong, K. (2026). Disclosure Governance in Repeated Interactions with an Embodied Conversational Agent [Data set]. Mendeley Data, V1. https://doi.org/10.17632/bng8pktfn7.1 | link |
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| wood_2022_campaign_finance conjoint · source = "conj" |
US adults in the Bovitz online panel (spring 2019, n = 1,485) each chose between 6 pairs of hypothetical state-senate primary candidates varying campaign-finance compliance, ties to groups with anonymous donors, money raised, small-donor share, two policy positions, background, persuasiveness and grasp of issues, and rated each candidate's trustworthiness (1-5). (CC0 1.0) Wood, A. K. (2022). Voters use campaign finance transparency and compliance information. Political Behavior. | link |
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| woodall_2020_bfi44 | Big Five Inventory (BFI-44), 44 items on a 1-5 agreement scale; the 16 reverse-keyed items are supplied already reverse-scored and keep an RRRRR suffix. 11,924 responses from 271 respondents on 44 items. (CC BY 4.0) Woodall, T. (2020). BFI inventory scores [Data set]. Zenodo. https://doi.org/10.5281/zenodo.3695861 | link |
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| wooly_hartman2022 | Test of era-based knowledge using popular songs (CC BY 4.0) Hartman, R., Moss, A.J., Rabinowitz, I. et al. Do you know the Wooly Bully? Testing era-based knowledge to verify participant age online. Behav Res 55, 3313–3325 (2023). https://doi.org/10.3758/s13428-022-01944-y | link |
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| wormley_2017_cteq | Clinical Teaching Effectiveness Questionnaire pilot (42 items, 5-point agreement) self-rated by 205 US physical therapy clinical instructors. (CC0 1.0) Wormley, M. E., Romney, W., & Greer, A. E. (2017). Development of the Clinical Teaching Effectiveness Questionnaire in the United States. Journal of Educational Evaluation for Health Professions, 14, 14. https://doi.org/10.3352/jeehp.2017.14.14 | link |
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| wozniakjechorek_2026_remote_work conjoint · source = "conj" |
US full-time employees (Qualtrics, March 2022) chose between 10 pairs of hypothetical jobs varying work location (fully remote to mostly office), salary, supervision, schedule flexibility, expense reimbursement and support resources. 627 respondents; forced choice. (CC0 1.0) Wozniak-Jechorek, B., D'Urso, A. S., Thurston, C. N., & Patnaik, M. (2026). Understanding employee trade-offs in remote work: Toward more sustainable workplace design. Journal of Strategic Information Systems, 35(2), 101970. | link |
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| wright_2019_obesity_incentives conjoint · source = "conj" |
US parents of children aged 6-17 with obesity (n = 305, nationally representative web survey, March 2018) each chose between 10 pairs of hypothetical incentive programmes for family-based obesity treatment varying payment structure (gain or loss framing), reward value, rewarded goal and who must meet the goal. (CC0 1.0) Wright, D. R., Saelens, B. E., Fontes, A., & Lavelle, T. A. (2019). Assessment of parents' preferences for incentives to promote engagement in family-based childhood obesity treatment. JAMA Network Open, 2(3), e191490. | link |
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| wright_2025_breast_risk_prediction conjoint · source = "conj" |
Discrete choice experiment (BCAN-RAY): 936 women chose among two breast cancer risk prediction services (method, appointments, location, times, booking, likelihood of being estimated high risk) or no risk prediction; 10 tasks each. (CC BY 4.0) Wright, S. (2025). BCAN-RAY DCE cleaned data for analysis [Data set]. figshare. | link |
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| wrona_2025_teacher_jobs conjoint · source = "conj" |
Discrete choice experiment: 225 teachers in Kutno, Poland chose between two hypothetical teaching jobs (class hours, administrative hours, extracurricular hours, class supervisor, fringe benefits, working conditions, monthly net salary) or a third non-job option; 8 choice sets each, choice with opt-out. (CC BY 4.0) Wrona, S., Gajderowicz, T., & Jakubowski, M. (2025). How to keep teachers in a profession in times of budget shortages? European Journal of Teacher Education, 48(1), 178-199. | link |
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| wu2021_affect | Positive and negative affect, 14 items (6 positive, 8 negative; block F), 1-7; not PANAS or SPANE. Chinese medical students, N=588. Covariates: grade, sex, college, major, student leader, only child, academic performance, family income. Formerly published as wu2021_career_expectation (#2198, #2585). (CC BY 4.0) Wu, W., Qi, Q., Cao, X., Li, S., Guo, Z., Yu, L., et al. (2021). Data_Sheet_1_Relationship Between Medical Students' Empathy and Occupation Expectation: Mediating Roles of Resilience and Subjective Well-Being [dataset]. Frontiers. | link |
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| wu2021_basic_empathy | Basic Empathy Scale, 16 items (block D), 1-5. Chinese medical students, N=588. Covariates: grade, sex, college, major, student leader, only child, academic performance, family income. Formerly published as wu2021_burnout (#2198, #2585). (CC BY 4.0) Wu, W., Qi, Q., Cao, X., Li, S., Guo, Z., Yu, L., et al. (2021). Data_Sheet_1_Relationship Between Medical Students' Empathy and Occupation Expectation: Mediating Roles of Resilience and Subjective Well-Being [dataset]. Frontiers. | link |
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| wu2021_burnout | Academic burnout scale (16 items); Chinese medical students N=588; 1-5 (CC BY 4.0) Wu, W., & Qi, Q. (2021). Data_Sheet_1_Relationship Between Medical Students Empathy and Occupation Expectation [Dataset]. Frontiers. https://doi.org/10.3389/fpsyg.2021.708342.s001 | link |
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| wu2021_career_expectation | Career Expectation scale (14 items); Chinese medical students N=588; 1-7 (CC BY 4.0) Wu, W., & Qi, Q. (2021). Data_Sheet_1_Relationship Between Medical Students Empathy and Occupation Expectation [Dataset]. Frontiers. https://doi.org/10.3389/fpsyg.2021.708342.s001 | link |
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| wu2021_empathy | Empathy scale (21 items; JSE-like); Chinese medical students N=588; 1-5 (CC BY 4.0) Wu, W., & Qi, Q. (2021). Data_Sheet_1_Relationship Between Medical Students Empathy and Occupation Expectation [Dataset]. Frontiers. https://doi.org/10.3389/fpsyg.2021.708342.s001 | link |
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| wu2021_panas | Affect scale (PANAS-like; 20 items); Chinese medical students N=588; 1-5 (CC BY 4.0) Wu, W., & Qi, Q. (2021). Data_Sheet_1_Relationship Between Medical Students Empathy and Occupation Expectation [Dataset]. Frontiers. https://doi.org/10.3389/fpsyg.2021.708342.s001 | link |
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| wu2021_resilience | Resilience scale (CD-RISC-25; 25 items); Chinese medical students N=588; 0-4 (CC BY 4.0) Wu, W., & Qi, Q. (2021). Data_Sheet_1_Relationship Between Medical Students Empathy and Occupation Expectation [Dataset]. Frontiers. https://doi.org/10.3389/fpsyg.2021.708342.s001 | link |
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| wu2021_swls | Satisfaction with Life Scale (SWLS; 5 items); Chinese medical students N=586; 1-7 (CC BY 4.0) Wu, W., & Qi, Q. (2021). Data_Sheet_1_Relationship Between Medical Students Empathy and Occupation Expectation [Dataset]. Frontiers. https://doi.org/10.3389/fpsyg.2021.708342.s001 | link |
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| wu2026_liking | Liking/preference ratings of 10 ceramic vases; MAYA design principles study; 200 Chinese undergraduates; 1-7 scale (CC BY 4.0) Wu, Q., Yahaya, M. F. B., Tai, L., & Ren, Q. (2026). Practical research on the boundaries of MAYA design principles with ceramic products as the carrier. PLOS One, 21(4), e0342855. | link |
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| wu2026_novel | Novelty ratings of 10 ceramic vases; MAYA design principles study; 200 Chinese undergraduates; 1-7 scale (CC BY 4.0) Wu, Q., Yahaya, M. F. B., Tai, L., & Ren, Q. (2026). Practical research on the boundaries of MAYA design principles with ceramic products as the carrier. PLOS One, 21(4), e0342855. | link |
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| wu2026_typical | Typicality ratings of 10 ceramic vases; MAYA design principles study; 200 Chinese undergraduates; 1-7 scale (CC BY 4.0) Wu, Q., Yahaya, M. F. B., Tai, L., & Ren, Q. (2026). Practical research on the boundaries of MAYA design principles with ceramic products as the carrier. PLOS One, 21(4), e0342855. | link |
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| wu_2015_bsrs5 | Brief Symptom Rating Scale (BSRS-5) plus a suicide-ideation item (6 items, 0-4) from an online survey of 1,092 Taiwanese internet users. (CC BY 4.0) Wu, C.-Y., Lee, M.-B., Liao, S.-C., & Chang, L.-R. (2015). Risk Factors of Internet Addiction among Internet Users: An Online Questionnaire Survey. PLOS ONE, 10(10), e0137506. https://doi.org/10.1371/journal.pone.0137506 | link |
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| wu_2015_cias | Chen Internet Addiction Scale-Revised (26 items, 1-4) from an online survey of 1,092 Taiwanese internet users. (CC BY 4.0) Wu, C.-Y., Lee, M.-B., Liao, S.-C., & Chang, L.-R. (2015). Risk Factors of Internet Addiction among Internet Users: An Online Questionnaire Survey. PLOS ONE, 10(10), e0137506. https://doi.org/10.1371/journal.pone.0137506 | link |
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| wu_2015_mpi_lie | Maudsley Personality Inventory lie (social desirability) items (4 items, yes/?/no coded 0-2) from an online survey of 1,092 Taiwanese internet users. (CC BY 4.0) Wu, C.-Y., Lee, M.-B., Liao, S.-C., & Chang, L.-R. (2015). Risk Factors of Internet Addiction among Internet Users: An Online Questionnaire Survey. PLOS ONE, 10(10), e0137506. https://doi.org/10.1371/journal.pone.0137506 | link |
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| wu_2015_mpi_neuroticism | Maudsley Personality Inventory neuroticism items (13 items, yes/?/no coded 0-2) from an online survey of 1,092 Taiwanese internet users. (CC BY 4.0) Wu, C.-Y., Lee, M.-B., Liao, S.-C., & Chang, L.-R. (2015). Risk Factors of Internet Addiction among Internet Users: An Online Questionnaire Survey. PLOS ONE, 10(10), e0137506. https://doi.org/10.1371/journal.pone.0137506 | link |
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| wu_2022_dcep_fairness | Perceived fairness of DCEP, 3 items, 1 (strongly disagree) to 7 (strongly agree). Users of China's digital currency (DCEP) recruited in the lobbies of city banks piloting DCEP (paper-and-pencil questionnaire). N=295. (CC BY 4.0) Wu B, An X, Wang C, Shin HY (2022). Extending UTAUT with national identity and fairness to understand user adoption of DCEP in China. Scientific Reports, 12, 6856. https://doi.org/10.1038/s41598-022-10927-0 | link |
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| wu_2022_dcep_habit | Habit of using DCEP, 3 items, 1 (strongly disagree) to 7 (strongly agree). Users of China's digital currency (DCEP) recruited in the lobbies of city banks piloting DCEP (paper-and-pencil questionnaire). N=295. (CC BY 4.0) Wu B, An X, Wang C, Shin HY (2022). Extending UTAUT with national identity and fairness to understand user adoption of DCEP in China. Scientific Reports, 12, 6856. https://doi.org/10.1038/s41598-022-10927-0 | link |
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| wu_2022_dcep_national_identity | National identity as a motive for using DCEP, 3 items, 1 (strongly disagree) to 7 (strongly agree). Users of China's digital currency (DCEP) recruited in the lobbies of city banks piloting DCEP (paper-and-pencil questionnaire). N=295. (CC BY 4.0) Wu B, An X, Wang C, Shin HY (2022). Extending UTAUT with national identity and fairness to understand user adoption of DCEP in China. Scientific Reports, 12, 6856. https://doi.org/10.1038/s41598-022-10927-0 | link |
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| wu_2022_dcep_risk | Perceived risk of using DCEP (digital currency/electronic payment), 3 items (Wu et al. 2011-based), 1 (strongly disagree) to 7 (strongly agree). Users of China's digital currency (DCEP) recruited in the lobbies of city banks piloting DCEP (paper-and-pencil questionnaire). N=295. (CC BY 4.0) Wu B, An X, Wang C, Shin HY (2022). Extending UTAUT with national identity and fairness to understand user adoption of DCEP in China. Scientific Reports, 12, 6856. https://doi.org/10.1038/s41598-022-10927-0 | link |
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| wu_2022_dcep_social_influence | Social influence toward using DCEP, 3 items, 1 (strongly disagree) to 7 (strongly agree). Users of China's digital currency (DCEP) recruited in the lobbies of city banks piloting DCEP (paper-and-pencil questionnaire). N=295. (CC BY 4.0) Wu B, An X, Wang C, Shin HY (2022). Extending UTAUT with national identity and fairness to understand user adoption of DCEP in China. Scientific Reports, 12, 6856. https://doi.org/10.1038/s41598-022-10927-0 | link |
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| wu_2022_dcep_usage | DCEP usage intention/behaviour, 3 items, 1 (strongly disagree) to 7 (strongly agree). Users of China's digital currency (DCEP) recruited in the lobbies of city banks piloting DCEP (paper-and-pencil questionnaire). N=295. (CC BY 4.0) Wu B, An X, Wang C, Shin HY (2022). Extending UTAUT with national identity and fairness to understand user adoption of DCEP in China. Scientific Reports, 12, 6856. https://doi.org/10.1038/s41598-022-10927-0 | link |
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| wu_2024_achievement_emotions | Achievement emotions, 19 items on a 1-5 scale, Chinese secondary EFL learners; itemcov_subscale carries the emotion subscale group. 27,740 responses from 1,460 respondents on 19 items. (CC BY 4.0) Wu, Y. (2024). Chinese secondary EFL learners' achievement emotions [Data set]. Zenodo. https://doi.org/10.5281/zenodo.11095879 | link |
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| wu_2024_candidate_race_s1 conjoint · source = "conj" |
Study 1: US Lucid respondents (2021; n = 2,339 with outcomes) each read one vignette of a Democratic state legislator varying age, race (Black/White), sex and two or three policy positions, and rated the candidate's ideology (3 items), issue priorities (7) and fairness to eight groups. (CC0 1.0) Wu, J. D., & Huber, G. A. (2024). How and when candidate race affects inferences about ideology and group favoritism. Political Science Research and Methods. | link |
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| wu_2024_candidate_race_s2 conjoint · source = "conj" |
Study 2: US Lucid respondents (January 2022; n = 1,447 after the pre-registered attention check) each rated five Democratic candidate vignettes varying race (White/Black/Asian/Hispanic), age, sex, experience, district racial composition, Biden vote share and policy positions: vote likelihood, perceived ideology and how much the candidate would prioritize eight groups. (CC0 1.0) Wu, J. D., & Huber, G. A. (2024). How and when candidate race affects inferences about ideology and group favoritism. Political Science Research and Methods. | link |
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| wu_2024_energy_mix conjoint · source = "conj" |
US adults (Lucid, April-May 2022) chose between 10 pairs of electricity energy mixes varying monthly bill (05-25), percentage of renewables (10-100%) and whether renewables are locally produced. 1,861 respondents; forced choice. (CC BY 4.0) Wu, V. (2024). Replication data for: "Partisan energy mix priorities in the United States: Republicans prioritize price, Democrats also consider renewables" [Data set]. Harvard Dataverse. | link |
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| wu_2024_proactive_personality | Proactive personality scale, college students, 11 items, 1-7 Likert, N=560 (CC BY 4.0) Wu, S., et al. (2024). The relationship between proactive personality and college students' short-form video addiction: A chain mediation model of resilience and self-control. PLOS ONE. | link |
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| wu_2024_resilience | Resilience scale, college students, 6 items, 1-5 Likert, N=560 (CC BY 4.0) Wu, S., et al. (2024). The relationship between proactive personality and college students' short-form video addiction: A chain mediation model of resilience and self-control. PLOS ONE. | link |
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| wu_2024_self_control | Self-control scale, college students, 7 items, 1-5 Likert, N=560 (CC BY 4.0) Wu, S., et al. (2024). The relationship between proactive personality and college students' short-form video addiction: A chain mediation model of resilience and self-control. PLOS ONE. | link |
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| wu_2024_video_addiction | Short-form video addiction scale, college students, 14 items, 1-5 Likert, N=560 (CC BY 4.0) Wu, S., et al. (2024). The relationship between proactive personality and college students' short-form video addiction: A chain mediation model of resilience and self-control. PLOS ONE. | link |
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| wu_2025_drone_delivery | Environmental concern and drone-delivery acceptance, 38 items on a 1-5 agreement scale; itemcov_construct carries the construct. 18,924 responses from 498 respondents on 38 items. (CC BY 4.0) Wu, J., & Chen, Z. (2025). Anonymized participant background information and questionnaire scale scores [Data set]. figshare. Supporting PLOS ONE 20(9), e0333422. https://doi.org/10.1371/journal.pone.0333422 | link |
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| wu_2025_flow_state | 33-item Chinese flow questionnaire (CDFS-2/DFSS-2 adaptation, 1-5) administered pretest and posttest to 127 participants in a breathing task (77) and a mobile game task (50). (CC BY 4.0) Wu, Hetianze (2025). The Multidimensional Manifestations of Flow: A Comparative Study of Cognitive and Embodied Tasks [Data set]. Mendeley Data, V1. | link |
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| wu_2025_streaming_alt_attractiveness | Attractiveness of alternatives (AOA): 9 items, adapted from Kuo et al. (2013), Jones et al. (2000) and Kim et al. (2011). 506 viewers of video streaming platforms in China. Seven-point Likert, 1 (strongly disagree) to 7 (strongly agree), zero missing cells. One of eight construct tables from one questionnaire; the paper's Measures section states every construct's item count explicitly, so the boundaries are documented rather than inferred. (CC0 1.0) Wu T, Jiang N, Sharif SP, Chen M (2025). Explaining subscription intention for video streaming platforms in China: Integrating the UTAUT2 model, perceived value theory, and S-O-R theory. PLOS ONE 20(5). | link |
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| wu_2025_streaming_effort_exp | Effort expectancy (EE): 9 items, adapted from Venkatesh et al.. 506 viewers of video streaming platforms in China. Seven-point Likert, 1 (strongly disagree) to 7 (strongly agree), zero missing cells. One of eight construct tables from one questionnaire; the paper's Measures section states every construct's item count explicitly, so the boundaries are documented rather than inferred. (CC0 1.0) Wu T, Jiang N, Sharif SP, Chen M (2025). Explaining subscription intention for video streaming platforms in China: Integrating the UTAUT2 model, perceived value theory, and S-O-R theory. PLOS ONE 20(5). | link |
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| wu_2025_streaming_habit | Habit (H): 7 items, adapted from Limayem, Hirt & Cheung (2007) and Venkatesh et al. (2012). 506 viewers of video streaming platforms in China. Seven-point Likert, 1 (strongly disagree) to 7 (strongly agree), zero missing cells. One of eight construct tables from one questionnaire; the paper's Measures section states every construct's item count explicitly, so the boundaries are documented rather than inferred. (CC0 1.0) Wu T, Jiang N, Sharif SP, Chen M (2025). Explaining subscription intention for video streaming platforms in China: Integrating the UTAUT2 model, perceived value theory, and S-O-R theory. PLOS ONE 20(5). | link |
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| wu_2025_streaming_hedonic_motivation | Hedonic motivation (HM): 7 items, adapted from Kim et al. (2006) and Venkatesh et al. (2012). 506 viewers of video streaming platforms in China. Seven-point Likert, 1 (strongly disagree) to 7 (strongly agree), zero missing cells. One of eight construct tables from one questionnaire; the paper's Measures section states every construct's item count explicitly, so the boundaries are documented rather than inferred. (CC0 1.0) Wu T, Jiang N, Sharif SP, Chen M (2025). Explaining subscription intention for video streaming platforms in China: Integrating the UTAUT2 model, perceived value theory, and S-O-R theory. PLOS ONE 20(5). | link |
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| wu_2025_streaming_perceived_value | Perceived value (PV): 8 items, adapted from Zhang et al. (2024), Sweeney & Soutar (2001) and Lee & Overby (2004). 506 viewers of video streaming platforms in China. Seven-point Likert, 1 (strongly disagree) to 7 (strongly agree), zero missing cells. One of eight construct tables from one questionnaire; the paper's Measures section states every construct's item count explicitly, so the boundaries are documented rather than inferred. (CC0 1.0) Wu T, Jiang N, Sharif SP, Chen M (2025). Explaining subscription intention for video streaming platforms in China: Integrating the UTAUT2 model, perceived value theory, and S-O-R theory. PLOS ONE 20(5). | link |
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| wu_2025_streaming_performance_exp | Performance expectancy (PE): 9 items, adapted from Venkatesh et al.. 506 viewers of video streaming platforms in China. Seven-point Likert, 1 (strongly disagree) to 7 (strongly agree), zero missing cells. One of eight construct tables from one questionnaire; the paper's Measures section states every construct's item count explicitly, so the boundaries are documented rather than inferred. (CC0 1.0) Wu T, Jiang N, Sharif SP, Chen M (2025). Explaining subscription intention for video streaming platforms in China: Integrating the UTAUT2 model, perceived value theory, and S-O-R theory. PLOS ONE 20(5). | link |
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| wu_2025_streaming_social_influence | Social influence (SI): 8 items, adapted from Venkatesh et al. (2012). 506 viewers of video streaming platforms in China. Seven-point Likert, 1 (strongly disagree) to 7 (strongly agree), zero missing cells. One of eight construct tables from one questionnaire; the paper's Measures section states every construct's item count explicitly, so the boundaries are documented rather than inferred. (CC0 1.0) Wu T, Jiang N, Sharif SP, Chen M (2025). Explaining subscription intention for video streaming platforms in China: Integrating the UTAUT2 model, perceived value theory, and S-O-R theory. PLOS ONE 20(5). | link |
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| wu_2025_streaming_subscription_intent | Subscription intention (S): 8 items, adapted from Venkatesh et al.. 506 viewers of video streaming platforms in China. Seven-point Likert, 1 (strongly disagree) to 7 (strongly agree), zero missing cells. One of eight construct tables from one questionnaire; the paper's Measures section states every construct's item count explicitly, so the boundaries are documented rather than inferred. (CC0 1.0) Wu T, Jiang N, Sharif SP, Chen M (2025). Explaining subscription intention for video streaming platforms in China: Integrating the UTAUT2 model, perceived value theory, and S-O-R theory. PLOS ONE 20(5). | link |
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| wu_2026_scotus_nominees conjoint · source = "conj" |
Supreme Court nominee conjoint: 9,359 US adults (Lucid, December 2022) each chose between 5 pairs of hypothetical nominees varying age, gender, position, partisanship, race/ethnicity, religion, law school and clerkship, with the Court's assumed partisan composition (none, 4-4, 6-2 Republican, 6-2 Democratic) randomized between respondents. (CC0 1.0) Wu, V. Y., & Horiuchi, Y. (2026). The Supreme Court's partisan composition affects how Americans evaluate nominees: Evidence from a conjoint experiment. Journal of Law and Courts, 1-24. | link |
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| wunn_2026_cognitive_load | Cognitive load (intrinsic, germane, extraneous), 8 items, 1-5, after the student lab; N = 156 German upper-secondary students; treat, cov_age, cov_sex. (CC BY 4.0) Wunn, N., Fitting, N., & Seibert, J.-N. (2026). Research competence, intrinsic motivation, and cognitive load of high school students after their participation in a student laboratory using the IBL or GBIL approach [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20494091 | link |
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| wunn_2026_imi | Intrinsic Motivation Inventory short form (interest, competence, choice, pressure), 12 items, 1-5, after the student lab; N = 156 German upper-secondary students; treat, cov_age, cov_sex. (CC BY 4.0) Wunn, N., Fitting, N., & Seibert, J.-N. (2026). Research competence, intrinsic motivation, and cognitive load of high school students after their participation in a student laboratory using the IBL or GBIL approach [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20494091 | link |
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| wunn_2026_research_competence | Research competence self-assessment, 27 items, 1-4, before (wave 1) and after (wave 2) a chemistry student lab; N = 170 German upper-secondary students (14-20); treat (inquiry-based vs guided), cov_age, cov_sex. (CC BY 4.0) Wunn, N., Fitting, N., & Seibert, J.-N. (2026). Research competence, intrinsic motivation, and cognitive load of high school students after their participation in a student laboratory using the IBL or GBIL approach [Data set]. Zenodo. https://doi.org/10.5281/zenodo.20494091 | link |
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| wunsch_2025_democratic_backsliding conjoint · source = "conj" |
Candidate choice conjoint fielded online in Poland (2021): respondents compared 12 pairs of hypothetical Sejm candidates differing in party, policy and stances on judicial appointments and public media (2,909 respondents). Outcomes: vote choice and a 1-7 approval rating of each candidate. (CC0 1.0) Wunsch, N., Jacob, M. S., & Derksen, L. (2025). The demand side of democratic backsliding: How divergent understandings of democracy shape political choice. British Journal of Political Science, 55, e39. | link |
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| wurm_2016_hbi | Hamburg Burnout Inventory (40 items, German), physicians, N=5897 (CC BY 4.0) Wurm W, Vogel K, Holl A, Ebner C, Bayer D, Mörkl S, Szilagyi I-S, Hotter E, Kapfhammer H-P, Hofmann P (2016). Depression-Burnout Overlap in Physicians. PLOS ONE, 11(3), e0149913. https://doi.org/10.1371/journal.pone.0149913 | link |
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| wurm_2016_mdi | Major Depression Inventory (10 items), physicians, N=5897 (CC BY 4.0) Wurm W, Vogel K, Holl A, Ebner C, Bayer D, Mörkl S, Szilagyi I-S, Hotter E, Kapfhammer H-P, Hofmann P (2016). Depression-Burnout Overlap in Physicians. PLOS ONE, 11(3), e0149913. https://doi.org/10.1371/journal.pone.0149913 | link |
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| wvs_panasiuk_science | This file contains item-level response data from the World Values Survey (WVS) time-series dataset (1981–2022), focusing on the thematic subset “Science” (NA) Panasiuk, S. L., McCanny, A., & Cheung, F. (2025). Methods reflect values: Evaluating the shortcomings of the average for measuring population well-being. Journal of Personality and Social Psychology. https://doi.org/10.1037/pspp0000549 | link |
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| wvs_panasiuk_security | This file contains item-level response data from the World Values Survey (WVS) time-series dataset (1981–2022), focusing on the thematic subset “Security” (NA) Panasiuk, S. L., McCanny, A., & Cheung, F. (2025). Methods reflect values: Evaluating the shortcomings of the average for measuring population well-being. Journal of Personality and Social Psychology. https://doi.org/10.1037/pspp0000549 | link |
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| wyscout_shots | Soccer shots from Wyscout match event logs, one row per shot: 45,942 shots by 2,386 players in every match of the 2017-18 English, French, German, Italian and Spanish first divisions, the 2018 World Cup and Euro 2016 (1,941 matches). id = player (Wyscout id); item = kind of shot (foot, head, free_kick, penalty); resp = 1 if a goal. Players choose when and where to shoot, so conversion rates mix finishing skill with shot selection; shot location in trial_locx/trial_locy (percent of pitch) with distance (m) and goal-mouth angle derived. trial_ columns also carry competition, match id, game clock, shoot-out flag, home/away (league matches only) and counter-attack flag. Real-data counterpart to the simulated nbashots_sim. (CC BY 4.0) Pappalardo, L., Cintia, P., Rossi, A., Massucco, E., Ferragina, P., Pedreschi, D., & Giannotti, F. (2019). A public data set of spatio-temporal match events in soccer competitions. Scientific Data, 6, 236. | link |
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| wysienska_2024_just_pay conjoint · source = "conj" |
Factorial-survey vignettes in Poland (2017): 1,964 respondents each judged up to 21 hypothetical workers (occupation, gender, age, children, job experience randomized) and stated the amount of earnings in PLN that is just. (CC0 1.0) Wysieńska-Di Carlo, K., & Karpiński, Z. (2024). Status and just gender pay gaps: Results of a vignette study. Socius. | link |
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| xiao_2024_hierarchical_plateau | Hierarchical plateau, the 4-item brief career plateau measure (Allen et al.), rated 1-5. Responses from 307 civil servants in the Pearl River Delta, Guangdong Province, China. (CC BY 4.0) Xiao, L. (2024). The impact of hierarchical plateau on civil servants’ taking charge behavior: The role of work engagement and trait mindfulness. PLOS ONE, 19(12), e0315916. https://doi.org/10.1371/journal.pone.0315916 | link |
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| xiao_2024_taking_charge | Taking charge behavior, the 4 highest-loading items of the Morrison & Phelps scale as used by Parker & Collins, rated 1-5. Responses from 307 civil servants in the Pearl River Delta, Guangdong Province, China. (CC BY 4.0) Xiao, L. (2024). The impact of hierarchical plateau on civil servants’ taking charge behavior: The role of work engagement and trait mindfulness. PLOS ONE, 19(12), e0315916. https://doi.org/10.1371/journal.pone.0315916 | link |
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| xiao_2024_trait_mindfulness | Mindful Attention Awareness Scale (MAAS), 15 items rated 1-6. Responses from 307 civil servants in the Pearl River Delta, Guangdong Province, China. (CC BY 4.0) Xiao, L. (2024). The impact of hierarchical plateau on civil servants’ taking charge behavior: The role of work engagement and trait mindfulness. PLOS ONE, 19(12), e0315916. https://doi.org/10.1371/journal.pone.0315916 | link |
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| xiao_2024_work_engagement | Utrecht Work Engagement Scale (UWES-9), 9 items rated 1-5. Responses from 307 civil servants in the Pearl River Delta, Guangdong Province, China. (CC BY 4.0) Xiao, L. (2024). The impact of hierarchical plateau on civil servants’ taking charge behavior: The role of work engagement and trait mindfulness. PLOS ONE, 19(12), e0315916. https://doi.org/10.1371/journal.pone.0315916 | link |
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| xiao_2026_entrepreneurial_intention | 40-item multi-construct entrepreneurship survey (innovativeness, proactiveness, perceived policy support, perceived access to finance, perceived entrepreneurship education, role models, entrepreneurial intention; all 1-5 Likert), Chinese university students (CC BY 4.0) Xiao B, Wang X, Liu Q, Zhang P (2026) Linking entrepreneurial spirit and entrepreneurial environment perception to entrepreneurial intention: Moderation by entrepreneurial role models. PLoS ONE. | link |
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| xie_2026_student_questionnaire | Student questionnaire survey responses (78 students, 15 items, 5-point Likert) (CC BY 4.0) Xie et al. (2026). Innovative practice of sustainable digital signal processing education. PLOS One. DOI: 10.1371/journal.pone.0340806 | link |
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| xiong_2024_autonomy | Perceived autonomy, 3 items, 5-point Likert, as deposited. 319 Chinese tourists who used location-based service apps, 2023; items translated into Chinese. Covariate: gender. (CC BY 4.0) Xiong S, Zhang T (2024). Enhancing tourist loyalty through location-based service apps: Exploring the roles of digital literacy, perceived ease of use, perceived autonomy, virtual-content congruency, and tourist engagement. PLOS ONE 19(1): e0294244. | link |
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| xiong_2024_congruency | Information-experience congruency, 4 items, 5-point Likert, as deposited. 319 Chinese tourists who used location-based service apps, 2023; items translated into Chinese. Covariate: gender. (CC BY 4.0) Xiong S, Zhang T (2024). Enhancing tourist loyalty through location-based service apps: Exploring the roles of digital literacy, perceived ease of use, perceived autonomy, virtual-content congruency, and tourist engagement. PLOS ONE 19(1): e0294244. | link |
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| xiong_2024_digital_literacy | Digital literacy, 7 items, 5-point Likert, as deposited. 319 Chinese tourists who used location-based service apps, 2023; items translated into Chinese. Covariate: gender. (CC BY 4.0) Xiong S, Zhang T (2024). Enhancing tourist loyalty through location-based service apps: Exploring the roles of digital literacy, perceived ease of use, perceived autonomy, virtual-content congruency, and tourist engagement. PLOS ONE 19(1): e0294244. | link |
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| xiong_2024_engagement | Tourist engagement (immersed involvement II1-3, novelty seeking NS1-4), 7 items, 5-point Likert, as deposited. 319 Chinese tourists who used location-based service apps, 2023; items translated into Chinese. Covariate: gender. (CC BY 4.0) Xiong S, Zhang T (2024). Enhancing tourist loyalty through location-based service apps: Exploring the roles of digital literacy, perceived ease of use, perceived autonomy, virtual-content congruency, and tourist engagement. PLOS ONE 19(1): e0294244. | link |
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| xiong_2024_loyalty | Tourist loyalty, 6 items, 5-point Likert, as deposited. 319 Chinese tourists who used location-based service apps, 2023; items translated into Chinese. Covariate: gender. (CC BY 4.0) Xiong S, Zhang T (2024). Enhancing tourist loyalty through location-based service apps: Exploring the roles of digital literacy, perceived ease of use, perceived autonomy, virtual-content congruency, and tourist engagement. PLOS ONE 19(1): e0294244. | link |
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| xiong_2024_peou | Perceived ease of use of LBS apps, 4 items, 5-point Likert, as deposited. 319 Chinese tourists who used location-based service apps, 2023; items translated into Chinese. Covariate: gender. (CC BY 4.0) Xiong S, Zhang T (2024). Enhancing tourist loyalty through location-based service apps: Exploring the roles of digital literacy, perceived ease of use, perceived autonomy, virtual-content congruency, and tourist engagement. PLOS ONE 19(1): e0294244. | link |
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| xiong_2025_dass21 | DASS-21 (21 items, 0-3 scale) from two independently-recruited young-adult TMD samples (Wave 1 N=519, Wave 2 N=455), merged with a cov_sample indicator since the paper confirms identical administration in both waves (CC BY 4.0) Xiong Y, Yap AU, Marpaung C, Wong MCM (2025) The Depression, Anxiety, Stress Scales-21: Principal component analysis and evaluation of abbreviated versions in young adults with temporomandibular disorders. PLoS ONE 20(1): e0316703. | link |
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| xu2024_emotional_exhaust | Emotional Exhaustion subscale (4 items); construction worker safety study (China); N=414; 1-5 Likert (CC0 1.0) Xu, X. (2023). Replication Data for: Insight into the mechanism of non-compliance tasks on construction workers' unsafe behavior from the view of cognitive-affective system theory of personality [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ATLXC5 | link |
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| xu2024_noncompliance | Non-compliance Tasks subscale (8 items); construction worker safety study (China); N=414; 1-5 Likert (CC0 1.0) Xu, X. (2023). Replication Data for: Insight into the mechanism of non-compliance tasks on construction workers' unsafe behavior from the view of cognitive-affective system theory of personality [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ATLXC5 | link |
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| xu2024_self_efficacy | Self-Efficacy subscale (7 items); construction worker safety study (China); N=414; 1-5 Likert (CC0 1.0) Xu, X. (2023). Replication Data for: Insight into the mechanism of non-compliance tasks on construction workers' unsafe behavior from the view of cognitive-affective system theory of personality [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ATLXC5 | link |
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| xu2024_turnover_intent | Turnover Intention subscale (4 items); construction worker safety study (China); N=414; 1-5 Likert (CC0 1.0) Xu, X. (2023). Replication Data for: Insight into the mechanism of non-compliance tasks on construction workers' unsafe behavior from the view of cognitive-affective system theory of personality [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ATLXC5 | link |
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| xu2024_unethical_behav | Unsafe/Unethical Behavior subscale (4 items); construction worker safety study (China); N=414; 1-5 Likert (CC0 1.0) Xu, X. (2023). Replication Data for: Insight into the mechanism of non-compliance tasks on construction workers' unsafe behavior from the view of cognitive-affective system theory of personality [Dataset]. Harvard Dataverse. https://doi.org/10.7910/DVN/ATLXC5 | link |
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| xu_2016_pqb | Prodromal Questionnaire-Brief Version (PQ-B, 21 items, 0-5), Chinese help-seeking clinical sample, N=505. (CC BY 4.0) Xu L, Zhang T, Zheng L, Li H, Tang Y, Luo X, Sheng J, Wang J (2016). Psychometric Properties of Prodromal Questionnaire-Brief Version among Chinese Help-Seeking Individuals. PLOS ONE 11(4):e0148935. | link |
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| xu_2018_authentic_leadership | Authentic leadership (transparency, moral, balanced processing, self-awareness; 16 items), 1-5, 366 Chinese school teachers; cluster_id = school; cov_gender, cov_education, cov_school_level, cov_teaching_years, cov_married (codes, no codebook). (CC0 1.0) Xu, Z. (2018). burnout [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/SUKK1K | link |
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| xu_2018_emotional_exhaustion | Emotional exhaustion (10 items), 1-5, 366 Chinese school teachers; cluster_id = school; cov_gender, cov_education, cov_school_level, cov_teaching_years, cov_married (codes, no codebook). (CC0 1.0) Xu, Z. (2018). burnout [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/SUKK1K | link |
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| xu_2018_psych_empowerment | Psychological empowerment (meaning, autonomy, self-efficacy, impact; 12 items), 1-5, 366 Chinese school teachers; cluster_id = school; cov_gender, cov_education, cov_school_level, cov_teaching_years, cov_married (codes, no codebook). (CC0 1.0) Xu, Z. (2018). burnout [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/SUKK1K | link |
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| xu_2018_structural_empowerment | Structural empowerment (information, support, resources, opportunity, formal and informal power; 19 items), 1-5, 366 Chinese school teachers; cluster_id = school; cov_gender, cov_education, cov_school_level, cov_teaching_years, cov_married (codes, no codebook). (CC0 1.0) Xu, Z. (2018). burnout [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/SUKK1K | link |
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| xu_2022_ples_aa | 16-item Psychological and Learning Environment scale from an academic-administrative perspective (PLES-AA), 4-point Likert, across 4 dimensions (policy, program design, curriculum/instruction, capacity), from Chinese tertiary-education administrators (CC BY 4.0) Xu X, Kolletar-Zhu K, Liu J, Zhang Y, Cai N (2022) Development and validation of a PLE scale from academic administrative perspective (PLES-AA) in tertiary education: A pilot study in China. PLoS ONE 17(8): e0272214. | link |
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| xu_2023_hi | HI scale, 5 items, 1-7, Chinese consumers of AI services. 736 respondents x 5 items = 3680 responses. (CC0 1.0) Xu, J., Tang, X., & Chang, E.-C. (2023). Working with AI: The impact of organizational intelligent service [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/C51SE3 | link |
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| xu_2023_mi | MI scale, 5 items, 1-7, Chinese consumers of AI services. 736 respondents x 5 items = 3680 responses. (CC0 1.0) Xu, J., Tang, X., & Chang, E.-C. (2023). Working with AI: The impact of organizational intelligent service [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/C51SE3 | link |
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| xu_2023_oic | OIC scale, 6 items, 1-7, Chinese consumers of AI services. 513 respondents x 6 items = 3078 responses. (CC0 1.0) Xu, J., Tang, X., & Chang, E.-C. (2023). Working with AI: The impact of organizational intelligent service [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/C51SE3 | link |
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| xu_2023_pca | PCA scale, 6 items, 1-7, Chinese consumers of AI services. 736 respondents x 6 items = 4416 responses. (CC0 1.0) Xu, J., Tang, X., & Chang, E.-C. (2023). Working with AI: The impact of organizational intelligent service [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/C51SE3 | link |
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| xu_2025_hcq_p | Hospice Comfort Questionnaire-Patient (HCQ-P), Chinese version, 49 items, 1-6 Likert, N=360 hospice patients, with demographic/clinical covariates (CC BY 4.0) Xu N, Yan X, Ou X, Ren J, Wan Q. (2025). Adaptation and validation of the Chinese version of the Hospice Comfort Questionnaire-Patient (HCQ-P). PeerJ. | link |
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| xu_2026_gai_cocreation | Co-creation with GAI: treating GAI as a collaborative partner whose input complements the student's own (items adapted from Hwang & Lee, 2025 and McGuire et al., 2024). 424 undergraduate, master's and doctoral students at Chinese universities with generative-AI experience, surveyed online April-June 2025. 5 items, 5-point Likert, 1 'Strongly Disagree' to 5 'Strongly Agree'; no missing cells. Item identifiers are the deposit's own Q-numbers, which is also how Appendix A of S3 File keys the published wording, so the item-text mapping is code-level and explicit. NO COVARIATES SHIP: the deposit's eight demographic columns are named in Appendix A (gender, student level, duration of GAI use, and a five-box GAI-tools multi-select) but not one of the four distributions the paper publishes reproduces in the file -- gender 242/181/1 against the paper's 218/206, level 62/174/188 against 102/163/159, duration 21/48/119/162/74 against 21/16/178/162/47, tools 336/323/291/153/2 against 367/287/212/203. The item data by contrast does reproduce the paper's reliability statistics, so this is not a different sample; what the demographic columns of this export are is simply unknown, and they are dropped rather than shipped against their own paper. (CC BY 4.0) Xu J, Zeng Y (2026). How Generative Artificial Intelligence (GAI) reshapes students' creativity in higher education: A chain path modeling study from 'Exploration-Exploitation' to 'Co-Creation-Reflection'. PLOS ONE 21(9): e0358186. | link |
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| xu_2026_gai_cognitive_stimulation | Perceived cognitive stimulation from GAI: deeper thinking, new perspectives, new cognitive connections, critical thinking (items adapted from Sun & Rueda, 2012). 424 undergraduate, master's and doctoral students at Chinese universities with generative-AI experience, surveyed online April-June 2025. 5 items, 5-point Likert, 1 'Strongly Disagree' to 5 'Strongly Agree'; no missing cells. Item identifiers are the deposit's own Q-numbers, which is also how Appendix A of S3 File keys the published wording, so the item-text mapping is code-level and explicit. NO COVARIATES SHIP: the deposit's eight demographic columns are named in Appendix A (gender, student level, duration of GAI use, and a five-box GAI-tools multi-select) but not one of the four distributions the paper publishes reproduces in the file -- gender 242/181/1 against the paper's 218/206, level 62/174/188 against 102/163/159, duration 21/48/119/162/74 against 21/16/178/162/47, tools 336/323/291/153/2 against 367/287/212/203. The item data by contrast does reproduce the paper's reliability statistics, so this is not a different sample; what the demographic columns of this export are is simply unknown, and they are dropped rather than shipped against their own paper. (CC BY 4.0) Xu J, Zeng Y (2026). How Generative Artificial Intelligence (GAI) reshapes students' creativity in higher education: A chain path modeling study from 'Exploration-Exploitation' to 'Co-Creation-Reflection'. PLOS ONE 21(9): e0358186. | link |
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| xu_2026_gai_creative_self_efficacy | Self-efficacy in creativity with GAI: confidence in developing creative solutions and novel ideas with GAI's help (items adapted from Tierney & Farmer, 2002 and Beghetto, 2006). 424 undergraduate, master's and doctoral students at Chinese universities with generative-AI experience, surveyed online April-June 2025. 5 items, 5-point Likert, 1 'Strongly Disagree' to 5 'Strongly Agree'; no missing cells. Item identifiers are the deposit's own Q-numbers, which is also how Appendix A of S3 File keys the published wording, so the item-text mapping is code-level and explicit. NO COVARIATES SHIP: the deposit's eight demographic columns are named in Appendix A (gender, student level, duration of GAI use, and a five-box GAI-tools multi-select) but not one of the four distributions the paper publishes reproduces in the file -- gender 242/181/1 against the paper's 218/206, level 62/174/188 against 102/163/159, duration 21/48/119/162/74 against 21/16/178/162/47, tools 336/323/291/153/2 against 367/287/212/203. The item data by contrast does reproduce the paper's reliability statistics, so this is not a different sample; what the demographic columns of this export are is simply unknown, and they are dropped rather than shipped against their own paper. (CC BY 4.0) Xu J, Zeng Y (2026). How Generative Artificial Intelligence (GAI) reshapes students' creativity in higher education: A chain path modeling study from 'Exploration-Exploitation' to 'Co-Creation-Reflection'. PLOS ONE 21(9): e0358186. | link |
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| xu_2026_gai_exploitation | Exploitation: using GAI to complete familiar tasks, improve efficiency and refine existing solutions (items adapted from March, 1991). 424 undergraduate, master's and doctoral students at Chinese universities with generative-AI experience, surveyed online April-June 2025. 5 items, 5-point Likert, 1 'Strongly Disagree' to 5 'Strongly Agree'; no missing cells. Item identifiers are the deposit's own Q-numbers, which is also how Appendix A of S3 File keys the published wording, so the item-text mapping is code-level and explicit. NO COVARIATES SHIP: the deposit's eight demographic columns are named in Appendix A (gender, student level, duration of GAI use, and a five-box GAI-tools multi-select) but not one of the four distributions the paper publishes reproduces in the file -- gender 242/181/1 against the paper's 218/206, level 62/174/188 against 102/163/159, duration 21/48/119/162/74 against 21/16/178/162/47, tools 336/323/291/153/2 against 367/287/212/203. The item data by contrast does reproduce the paper's reliability statistics, so this is not a different sample; what the demographic columns of this export are is simply unknown, and they are dropped rather than shipped against their own paper. (CC BY 4.0) Xu J, Zeng Y (2026). How Generative Artificial Intelligence (GAI) reshapes students' creativity in higher education: A chain path modeling study from 'Exploration-Exploitation' to 'Co-Creation-Reflection'. PLOS ONE 21(9): e0358186. | link |
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| xu_2026_gai_exploration | Exploration: using GAI to seek out new ideas, novel questions, unfamiliar functions and unprecedented methods (items adapted from March, 1991). 424 undergraduate, master's and doctoral students at Chinese universities with generative-AI experience, surveyed online April-June 2025. 5 items, 5-point Likert, 1 'Strongly Disagree' to 5 'Strongly Agree'; no missing cells. Item identifiers are the deposit's own Q-numbers, which is also how Appendix A of S3 File keys the published wording, so the item-text mapping is code-level and explicit. NO COVARIATES SHIP: the deposit's eight demographic columns are named in Appendix A (gender, student level, duration of GAI use, and a five-box GAI-tools multi-select) but not one of the four distributions the paper publishes reproduces in the file -- gender 242/181/1 against the paper's 218/206, level 62/174/188 against 102/163/159, duration 21/48/119/162/74 against 21/16/178/162/47, tools 336/323/291/153/2 against 367/287/212/203. The item data by contrast does reproduce the paper's reliability statistics, so this is not a different sample; what the demographic columns of this export are is simply unknown, and they are dropped rather than shipped against their own paper. (CC BY 4.0) Xu J, Zeng Y (2026). How Generative Artificial Intelligence (GAI) reshapes students' creativity in higher education: A chain path modeling study from 'Exploration-Exploitation' to 'Co-Creation-Reflection'. PLOS ONE 21(9): e0358186. | link |
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| xu_2026_gai_flow | Flow experience while using GAI: immersion, focus, losing track of time, full engagement (items adapted from Csikszentmihalyi, 1990). 424 undergraduate, master's and doctoral students at Chinese universities with generative-AI experience, surveyed online April-June 2025. 5 items, 5-point Likert, 1 'Strongly Disagree' to 5 'Strongly Agree'; no missing cells. Item identifiers are the deposit's own Q-numbers, which is also how Appendix A of S3 File keys the published wording, so the item-text mapping is code-level and explicit. NO COVARIATES SHIP: the deposit's eight demographic columns are named in Appendix A (gender, student level, duration of GAI use, and a five-box GAI-tools multi-select) but not one of the four distributions the paper publishes reproduces in the file -- gender 242/181/1 against the paper's 218/206, level 62/174/188 against 102/163/159, duration 21/48/119/162/74 against 21/16/178/162/47, tools 336/323/291/153/2 against 367/287/212/203. The item data by contrast does reproduce the paper's reliability statistics, so this is not a different sample; what the demographic columns of this export are is simply unknown, and they are dropped rather than shipped against their own paper. (CC BY 4.0) Xu J, Zeng Y (2026). How Generative Artificial Intelligence (GAI) reshapes students' creativity in higher education: A chain path modeling study from 'Exploration-Exploitation' to 'Co-Creation-Reflection'. PLOS ONE 21(9): e0358186. | link |
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| xu_2026_gai_reflection | Reflection on GAI-assisted learning: analysing how GAI shapes one's thinking, summarising successes and failures, evaluating generated ideas (items adapted from Phan, 2009). 424 undergraduate, master's and doctoral students at Chinese universities with generative-AI experience, surveyed online April-June 2025. 5 items, 5-point Likert, 1 'Strongly Disagree' to 5 'Strongly Agree'; no missing cells. Item identifiers are the deposit's own Q-numbers, which is also how Appendix A of S3 File keys the published wording, so the item-text mapping is code-level and explicit. NO COVARIATES SHIP: the deposit's eight demographic columns are named in Appendix A (gender, student level, duration of GAI use, and a five-box GAI-tools multi-select) but not one of the four distributions the paper publishes reproduces in the file -- gender 242/181/1 against the paper's 218/206, level 62/174/188 against 102/163/159, duration 21/48/119/162/74 against 21/16/178/162/47, tools 336/323/291/153/2 against 367/287/212/203. The item data by contrast does reproduce the paper's reliability statistics, so this is not a different sample; what the demographic columns of this export are is simply unknown, and they are dropped rather than shipped against their own paper. (CC BY 4.0) Xu J, Zeng Y (2026). How Generative Artificial Intelligence (GAI) reshapes students' creativity in higher education: A chain path modeling study from 'Exploration-Exploitation' to 'Co-Creation-Reflection'. PLOS ONE 21(9): e0358186. | link |
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| xu_2026_gai_student_creativity | Student creativity with GAI: distinctive ideas, unique expression, cross-domain integration, novel approaches (items adapted from Zhou & George, 2001 and Kaufman, 2016). 424 undergraduate, master's and doctoral students at Chinese universities with generative-AI experience, surveyed online April-June 2025. 5 items, 5-point Likert, 1 'Strongly Disagree' to 5 'Strongly Agree'; no missing cells. Item identifiers are the deposit's own Q-numbers, which is also how Appendix A of S3 File keys the published wording, so the item-text mapping is code-level and explicit. NO COVARIATES SHIP: the deposit's eight demographic columns are named in Appendix A (gender, student level, duration of GAI use, and a five-box GAI-tools multi-select) but not one of the four distributions the paper publishes reproduces in the file -- gender 242/181/1 against the paper's 218/206, level 62/174/188 against 102/163/159, duration 21/48/119/162/74 against 21/16/178/162/47, tools 336/323/291/153/2 against 367/287/212/203. The item data by contrast does reproduce the paper's reliability statistics, so this is not a different sample; what the demographic columns of this export are is simply unknown, and they are dropped rather than shipped against their own paper. (CC BY 4.0) Xu J, Zeng Y (2026). How Generative Artificial Intelligence (GAI) reshapes students' creativity in higher education: A chain path modeling study from 'Exploration-Exploitation' to 'Co-Creation-Reflection'. PLOS ONE 21(9): e0358186. | link |
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| xu_2026_game_experience | Cultural heritage simulation game questionnaire: simulation-game experience (interactivity, aesthetics, presence, emotional engagement, value, authenticity), 21 items, 1-7; N = 414 Chinese players; cov_gender, cov_age_group, cov_education. (CC BY 4.0) Xu, M. (2026). Questionnaire on Cultural Heritage Simulation Game Experience and Real-World Cultural Participation Intentions [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32238702.v1 | link |
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| xu_2026_participation | Cultural heritage simulation game questionnaire: complementarity, offline visit intention, protection and dissemination willingness, 12 items, 1-7; N = 414 Chinese players; cov_gender, cov_age_group, cov_education. (CC BY 4.0) Xu, M. (2026). Questionnaire on Cultural Heritage Simulation Game Experience and Real-World Cultural Participation Intentions [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32238702.v1 | link |
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| xu_2026_substitutability | Cultural heritage simulation game questionnaire: perceived substitutability of the game for a site visit, 4 items, 1-7; N = 414 Chinese players; cov_gender, cov_age_group, cov_education. (CC BY 4.0) Xu, M. (2026). Questionnaire on Cultural Heritage Simulation Game Experience and Real-World Cultural Participation Intentions [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32238702.v1 | link |
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| xuan_2026_ai_anxiety | Anxiety about using ai tools, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_ai_attitude | Attitude to using ai tools, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_ai_dependence | Dependence on ai tools, 11 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_ai_readiness | Readiness to use ai tools, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_ai_self_efficacy | Self-efficacy for ai-assisted learning, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_conditional_knowledge | Conditional metacognitive knowledge, 5 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_declarative_knowledge | Declarative metacognitive knowledge, 8 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_external_support | External support for learning about ai, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_facilitating_conditions | Facilitating conditions for learning about ai, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_information_management | Information management strategies, 10 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_intention_to_learn_ai | Intention to go on learning ai tools, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_intrinsic_motivation | Intrinsic motivation to learn ai tools, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_monitoring | Monitoring of learning, 7 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_perceived_autonomy | Perceived autonomy when learning with ai, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_perceived_competence | Perceived competence at learning with ai, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_perceived_relatedness | Perceived relatedness when learning with ai, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_perceived_support | Perceived teacher support for learning with ai, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_perceived_usefulness | Perceived usefulness of ai tools, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_planning | Planning of learning, 7 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_procedural_knowledge | Procedural metacognitive knowledge, 4 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_regulation_strategies | Regulation strategies, 5 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xuan_2026_self_evaluation | Self-evaluation of learning, 6 items on a 1-6 scale, answered by 919 Chinese university students. Covariates: cov_grade, cov_university_type, cov_major, cov_foreign_language_level, cov_age_band, cov_gender, cov_prior_genai_use. (CC0 1.0) Xuan, Q. (2026). Data: Self-regulated learning pathways to university students' intention to learn artificial intelligence: Do discipline and gender matter? [Dataset]. Harvard Dataverse. | link |
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| xue_2024_full_dataset | Psychometric evaluation of the COVID-19 Multifaceted Threat Scale using inductive qualitative methodology (CC BY 4.0) Anderson, J., Politi, E., Lueders, A., Green, E., & Sankaran, S. (2021, August 25). The COVID-19 Multifaceted Threat Scale: Development and Psychometric Properties. Retrieved from osf.io/dx2eg | link |
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| xue_2024_study2_efa | Psychometric evaluation of the COVID-19 Multifaceted Threat Scale: exploratory factor analysis (CC BY 4.0) Anderson, J., Politi, E., Lueders, A., Green, E., & Sankaran, S. (2021, August 25). The COVID-19 Multifaceted Threat Scale: Development and Psychometric Properties. Retrieved from osf.io/dx2eg | link |
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| xue_2024_study3_cfa | Psychometric evaluation of the COVID-19 Multifaceted Threat Scale (150 items) (CC BY 4.0) Anderson, J., Politi, E., Lueders, A., Green, E., & Sankaran, S. (2021, August 25). The COVID-19 Multifaceted Threat Scale: Development and Psychometric Properties. Retrieved from osf.io/dx2eg | link |
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| xue_2025_academic_procrastination | Zhao's College Students' Academic Procrastination Questionnaire, 19 items on a 1-5 agreement scale, Chinese university students across five institutions in Hebei Province. 11,001 responses from 579 respondents on 19 items. (CC BY 4.0) Xue, C.; Helian, Z.; Li, Y. (2025). Academic pressure and academic procrastination: The mediating role of negative coping strategies. PLOS ONE, 20(12), e0338956. https://doi.org/10.1371/journal.pone.0338956 | link |
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| xue_2025_academic_stress | Liu's College Students' Academic Stress Scale, 20 items on a 1-5 agreement scale, Chinese university students across five institutions in Hebei Province. 11,580 responses from 579 respondents on 20 items. (CC BY 4.0) Xue, C.; Helian, Z.; Li, Y. (2025). Academic pressure and academic procrastination: The mediating role of negative coping strategies. PLOS ONE, 20(12), e0338956. https://doi.org/10.1371/journal.pone.0338956 | link |
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| xue_2025_coping_style | Xie's Simplified Coping Style Questionnaire, 20 items on the instrument's own four-point frequency scale, Chinese university students across five institutions in Hebei Province. 11,580 responses from 579 respondents on 20 items. (CC BY 4.0) Xue, C.; Helian, Z.; Li, Y. (2025). Academic pressure and academic procrastination: The mediating role of negative coping strategies. PLOS ONE, 20(12), e0338956. https://doi.org/10.1371/journal.pone.0338956 | link |
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| xue_2026_aaai | Eight items on acceptance of administrative AI, 1-5, 480 Chinese university administrators. Item text not shipped: administered Chinese only. (CC BY 4.0) Xue, Y., Ong, C. H., & Miskon, S. (2026). Anonymized Questionnaire Dataset on Chinese University Administrators' Acceptance of Administrative AI [Dataset]. Zenodo. | link |
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| xue_2026_con | Five perceived-control items, 1-5, 480 Chinese university administrators. Item text not shipped: administered Chinese only. (CC BY 4.0) Xue, Y., Ong, C. H., & Miskon, S. (2026). Anonymized Questionnaire Dataset on Chinese University Administrators' Acceptance of Administrative AI [Dataset]. Zenodo. | link |
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| xue_2026_cur | Six curiosity items, 1-5, 480 Chinese university administrators. Item text not shipped: administered Chinese only. (CC BY 4.0) Xue, Y., Ong, C. H., & Miskon, S. (2026). Anonymized Questionnaire Dataset on Chinese University Administrators' Acceptance of Administrative AI [Dataset]. Zenodo. | link |
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| xue_2026_ji | Four job-insecurity items, 1-5, 480 Chinese university administrators. Item text not shipped: administered Chinese only. (CC BY 4.0) Xue, Y., Ong, C. H., & Miskon, S. (2026). Anonymized Questionnaire Dataset on Chinese University Administrators' Acceptance of Administrative AI [Dataset]. Zenodo. | link |
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| xue_2026_joy | Six enjoyment items, 1-5, 480 Chinese university administrators. Item text not shipped: administered Chinese only. (CC BY 4.0) Xue, Y., Ong, C. H., & Miskon, S. (2026). Anonymized Questionnaire Dataset on Chinese University Administrators' Acceptance of Administrative AI [Dataset]. Zenodo. | link |
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| xue_2026_mcq | Integrated physiology course exam, 13 one-mark multiple-choice items named by topic, 0/1; N = 390 students; cov_gender, cov_major, cov_group. (CC BY 4.0) Xue, Y. (2026). Dataset for "Active Learning, Student Perceptions, and Objective Achievement in an Integrated Human Functional Physiology Course" [Data set]. figshare. https://doi.org/10.6084/m9.figshare.33963304.v1 | link |
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| xue_2026_peou | Six perceived-ease-of-use items, 1-5, 480 Chinese university administrators. Item text not shipped: the variable labels are the administered Chinese with no author English. (CC BY 4.0) Xue, Y., Ong, C. H., & Miskon, S. (2026). Anonymized Questionnaire Dataset on Chinese University Administrators' Acceptance of Administrative AI [Dataset]. Zenodo. | link |
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| xue_2026_pu | Six perceived-usefulness items, 1-5, 480 Chinese university administrators. Item text not shipped: administered Chinese only. (CC BY 4.0) Xue, Y., Ong, C. H., & Miskon, S. (2026). Anonymized Questionnaire Dataset on Chinese University Administrators' Acceptance of Administrative AI [Dataset]. Zenodo. | link |
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| xue_2026_ta | Nine technology-anxiety items, 1-5, 480 Chinese university administrators. Item text not shipped: administered Chinese only. (CC BY 4.0) Xue, Y., Ong, C. H., & Miskon, S. (2026). Anonymized Questionnaire Dataset on Chinese University Administrators' Acceptance of Administrative AI [Dataset]. Zenodo. | link |
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| yamada_2021_covidistress_bffagr | BFI-S (BFF-15) agreeableness, 3 items, 1-6. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_bffcon | BFI-S (BFF-15) conscientiousness, 3 items, 1-6. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_bffext | BFI-S (BFF-15) extraversion, 3 items, 1-6. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_bffneu | BFI-S (BFF-15) neuroticism, 3 items, 1-6. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_bffope | BFI-S (BFF-15) openness, 3 items, 1-6. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_compliance | Compliance with preventive measures, 6 items, 1-6. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_concerns | Concern about the coronavirus for oneself, family, friends, country and other countries, 5 items, 1-6 (strongly disagree .. strongly agree). COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_coping | How helpful 16 coping resources were for reducing discomfort during the COVID-19 crisis (information, social contact, media, games, helping others, work, hobbies, religion), 1-6. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_distress | Sources of distress during the COVID-19 outbreak, 24 items, 1-6; 'does not apply to my current situation' (99) dropped. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_media | Information seeking during the COVID-19 outbreak (sought information from government, news outlets, friends and family, social media more than usual) plus one item on positive vs negative stories, 6 items, 1-6. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_pss10 | Perceived Stress Scale (PSS-10), 10 items, 1-5 (never .. very often), unreversed. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_slon3 | SLON-3 short loneliness scale, 3 items, 1-5 (never .. very often). COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_sps10 | Social Provisions Scale (SPS-10), 10 items, 1-6. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamada_2021_covidistress_trust_inst | OECD trust in institutions, 6 items, 0-10. COVIDiSTRESS global survey: adults in 47 languages, 30 March - 30 May 2020 (125,306 respondents in the file). Covariates: age, gender, education, mother's education, employment, country, expat, marital status, dependents, risk group, isolation, survey language. (CC0 1.0) Yamada Y, Cepulic DB, Coll-Martin T, Debove S, Gautreau G, Han H, Rasmussen J, Tran TP, et al. (2021). COVIDiSTRESS Global Survey dataset on psychological and behavioural consequences of the COVID-19 outbreak. Scientific Data 8:3. https://doi.org/10.1038/s41597-020-00784-9 | link |
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| yamagishi_2016_pd | Twelve binary prisoner's-dilemma decisions (1 = give, 0 = keep) at stakes of JPY 300/800/1500 as simultaneous player, first mover and second mover after cooperation or defection. 479 non-student adults aged 20-59, Tokyo suburbs. (CC BY 4.0) Yamagishi T, Li Y, Matsumoto Y, Kiyonari T (2016). Moral Bargain Hunters Purchase Moral Righteousness When it is Cheap: Within-Individual Effect of Stake Size in Economic Games. Scientific Reports, 6, 27824. https://doi.org/10.1038/srep27824 | link |
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| yamaguchi_2024_lottocracy conjoint · source = "conj" |
Japanese adults (n=2,398) each answered an acceptance question about one decision, randomized 4 x 2 between subjects in who decided it (electoral democracy, full lottocracy, upper-chamber-only lottocracy, epistocracy) and the policy (education policy or environmental tax); one 5-point answer each. (CC0 1.0) Yamaguchi, A., Hata, M., & Inoue, A. (2024). How can we accept 'our' decisions?: An experimental study on lottocracy, epistocracy, and electoral democracy. Japanese Journal of Political Science, 25(3), 123-139. | link |
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| yamao_2025_armed_iraq conjoint · source = "conj" |
1,052 online-panel respondents in Iraq rated five single hypothetical armed non-state actors (activity, armament, patron, service provision; attribute order randomized). Outcome: an integer 1-5 rating per profile (wording and direction not documented in the deposit). (CC0 1.0) Yamao, D., & Suechika, K. (2025). Measuring public support for armed non-state actors at war: A comparative study of the case of the Axis of Resistance [Data set]. Harvard Dataverse. | link |
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| yamao_2025_armed_lebanon conjoint · source = "conj" |
1,016 online-panel respondents in Lebanon rated five single hypothetical armed non-state actors (activity, armament, patron, service provision; attribute order randomized). Outcome: an integer 1-5 rating per profile (wording and direction not documented in the deposit). (CC0 1.0) Yamao, D., & Suechika, K. (2025). Measuring public support for armed non-state actors at war: A comparative study of the case of the Axis of Resistance [Data set]. Harvard Dataverse. | link |
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| yamao_2025_armed_palestine conjoint · source = "conj" |
101 online-panel respondents in Palestine rated five single hypothetical armed non-state actors (activity, armament, patron, service provision; attribute order randomized). Outcome: an integer 1-5 rating per profile (wording and direction not documented in the deposit). (CC0 1.0) Yamao, D., & Suechika, K. (2025). Measuring public support for armed non-state actors at war: A comparative study of the case of the Axis of Resistance [Data set]. Harvard Dataverse. | link |
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| yamao_2025_armed_yemen conjoint · source = "conj" |
1,282 online-panel respondents in Yemen rated five single hypothetical armed non-state actors (activity, armament, patron, service provision; attribute order randomized). Outcome: an integer 1-5 rating per profile (wording and direction not documented in the deposit). (CC0 1.0) Yamao, D., & Suechika, K. (2025). Measuring public support for armed non-state actors at war: A comparative study of the case of the Axis of Resistance [Data set]. Harvard Dataverse. | link |
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| yamao_2025_iraq_protests conjoint · source = "conj" |
916 online-panel respondents in Iraq each chose between two hypothetical protests across five tasks, described by place, protesters' sect, reason, timing and organizer. Outcome: forced choice of one protest per task (question wording not in the deposit). (CC0 1.0) Yamao, D. (2025). Support for protests in post-conflict societies: An evidence from survey experiments in Iraq [Data set]. Harvard Dataverse. | link |
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| yamao_2025_iraq_psl_amendment conjoint · source = "conj" |
1,044 online-panel respondents in Iraq each rated five single hypothetical amendments to the Personal Status Law described by four attributes (general description, religious vs tribal basis, supportive or critical argument, local or international evaluation). Outcome: integer rating 1-5. (CC0 1.0) Yamao, D. (2025). How do religious values affect marriage? Insights from a survey experiment on Iraq's Personal Status Law amendment [Data set]. Harvard Dataverse. | link |
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| yan_2023_coach_burnout | Coach burnout, 15 items, 1-5. Chinese sport coaches working in the school system. N=398. (CC BY 4.0) Yan C, Jang D, Kwon S, Jin Q (2023). An integrated perspective of the demand-control and effort-reward imbalance models on burnout among sport coaches: The moderating role of over-commitment and coaching efficacy. International Journal of Sports Science & Coaching. https://doi.org/10.1177/17479541231181971 | link |
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| yan_2023_coaching_efficacy | Coaching efficacy, 24 items, 1-5. Chinese sport coaches working in the school system. N=398. (CC BY 4.0) Yan C, Jang D, Kwon S, Jin Q (2023). An integrated perspective of the demand-control and effort-reward imbalance models on burnout among sport coaches: The moderating role of over-commitment and coaching efficacy. International Journal of Sports Science & Coaching. https://doi.org/10.1177/17479541231181971 | link |
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| yan_2023_eri | Effort-reward imbalance, short form (3 effort + 7 reward items), 10 items, 1-4. Chinese sport coaches working in the school system. N=398. (CC BY 4.0) Yan C, Jang D, Kwon S, Jin Q (2023). An integrated perspective of the demand-control and effort-reward imbalance models on burnout among sport coaches: The moderating role of over-commitment and coaching efficacy. International Journal of Sports Science & Coaching. https://doi.org/10.1177/17479541231181971 | link |
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| yan_2023_job_stress | Job stress (the paper's mediator; deposit code OS), 4 items, 1-5. Chinese sport coaches working in the school system. N=398. (CC BY 4.0) Yan C, Jang D, Kwon S, Jin Q (2023). An integrated perspective of the demand-control and effort-reward imbalance models on burnout among sport coaches: The moderating role of over-commitment and coaching efficacy. International Journal of Sports Science & Coaching. https://doi.org/10.1177/17479541231181971 | link |
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| yan_2023_overcommitment | Over-commitment (ERI model), 6 items, 1-4. Chinese sport coaches working in the school system. N=398. (CC BY 4.0) Yan C, Jang D, Kwon S, Jin Q (2023). An integrated perspective of the demand-control and effort-reward imbalance models on burnout among sport coaches: The moderating role of over-commitment and coaching efficacy. International Journal of Sports Science & Coaching. https://doi.org/10.1177/17479541231181971 | link |
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| yandun2026_attention | Attention and Concentration subscale; cognitive development assessment; 50 children (Ecuador); 1-5 scale; 5 items; pre/post intervention (CC BY 4.0) Yandún-Cartagena, C. A., Aroca-Fárez, A., Sono Toledo, D., & Moreno Yandún, C. E. (2026). Pre- and Post-Intervention Data Matrix: Cognitive Development Assessment in Early Childhood Education. | link |
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| yandun2026_language | Language and Communication subscale; cognitive development assessment; 50 children (Ecuador); 1-5 scale; 5 items; pre/post intervention (CC BY 4.0) Yandún-Cartagena, C. A., Aroca-Fárez, A., Sono Toledo, D., & Moreno Yandún, C. E. (2026). Pre- and Post-Intervention Data Matrix: Cognitive Development Assessment in Early Childhood Education. | link |
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| yandun2026_logical_thinking | Logical Thinking subscale; cognitive development assessment; 50 children (Ecuador); 1-5 scale; 3 items; pre/post intervention (CC BY 4.0) Yandún-Cartagena, C. A., Aroca-Fárez, A., Sono Toledo, D., & Moreno Yandún, C. E. (2026). Pre- and Post-Intervention Data Matrix: Cognitive Development Assessment in Early Childhood Education. | link |
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| yandun2026_memory | Memory subscale; cognitive development assessment; 50 children (Ecuador); 1-5 scale; 5 items; pre/post intervention (CC BY 4.0) Yandún-Cartagena, C. A., Aroca-Fárez, A., Sono Toledo, D., & Moreno Yandún, C. E. (2026). Pre- and Post-Intervention Data Matrix: Cognitive Development Assessment in Early Childhood Education. | link |
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| yang2026_efl_learner_perspective | Learner perspective questionnaire on EFL oral English learning (Chinese students). 36 items (Likert 1-3/1-4 and binary multi-select). N=154. (CC BY 4.0) Yang, X., Li, J., & Guo, K. (2026). Moral integration influences English as a Foreign Language (EFL) oral English learning: Evidence from a survey of Chinese university students. PLOS ONE. | link |
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| yang_2015_ethnic_essentialism | Combined essentialism/multicultural-ideology/cultural-anxiety item battery (104 items), Chinese university students (CC BY 4.0) Yang X, Liu L, Shi Y, Li Y, Tan X, Hu X, Sun X (2015). The Relationship between Cultural Anxiety and Ethnic Essentialism: The Mediating Role of an Endorsement of Multicultural Ideology. PLOS ONE, 10(11), e0141875. https://doi.org/10.1371/journal.pone.0141875 | link |
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| yang_2016_cdt | Clock Drawing Test, 5 scoring criteria 0/1 (d1-d5). 2,015 adults aged 65+ in Zhejiang, eastern China, community screening; tests scored by trained psychiatrists. Covariates: sex, age. (CC BY 4.0) Yang L, Yan J, Jin X, Jin Y, Yu W, Xu S, et al. (2016) Screening for Dementia in Older Adults: Comparison of Mini-Mental State Examination, Mini-Cog, Clock Drawing Test and AD8. PLoS ONE 11(12): e0168949. https://doi.org/10.1371/journal.pone.0168949 | link |
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| yang_2016_mmse | Mini-Mental State Examination, 30 items scored 0/1 (deposit codes e11-e16; identified from the data, sum = the deposit's MMSE total on 96.5% of rows). 2,015 adults aged 65+ in Zhejiang, eastern China, community screening; tests scored by trained psychiatrists. Covariates: sex, age. (CC BY 4.0) Yang L, Yan J, Jin X, Jin Y, Yu W, Xu S, et al. (2016) Screening for Dementia in Older Adults: Comparison of Mini-Mental State Examination, Mini-Cog, Clock Drawing Test and AD8. PLoS ONE 11(12): e0168949. https://doi.org/10.1371/journal.pone.0168949 | link |
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| yang_2018_anxiety | 20-item anxiety scale (1-4), female migrant entertainment-venue workers in China (CC BY 4.0) Yang X, Operario D, Zaller N, et al. (2018) Depression and its correlations with health-risk behaviors and social capital among female migrants working in entertainment venues in China. PLOS ONE 13(2): e0191632. | link |
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| yang_2018_cesd | 20-item CES-D-style depression scale (1-4), female migrant entertainment-venue workers in China (CC BY 4.0) Yang X, Operario D, Zaller N, et al. (2018) Depression and its correlations with health-risk behaviors and social capital among female migrants working in entertainment venues in China. PLOS ONE 13(2): e0191632. | link |
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| yang_2021_butterfly_knowledge | Twenty questions on butterfly knowledge, perceived butterfly decline, human impact, cultural exposure and conservation attitudes, answered 1-5 by 236 local Dai people in the Menglun area of Xishuangbanna, Yunnan, China. Item codes are the authors' own documented blocks: BK1-BK7 (butterfly knowledge), BD1-BD3 (perceived decline), HI1-HI2 (human impact), CS1-CS3 (culture and information sources), AK1-AK5 (attitudes/conservation knowledge). Covariates: gender, age group, village. (CC0 1.0) Yang, R. (2021). Questionnaire data, butterfly images and analysis code. Dryad / Zenodo. Supports Yang et al., 'Biased local ecological knowledge of butterfly diversity provided by the ethnic minority in Southwest China's biodiversity hotspot'. | link |
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| yang_2023_consumption_intent | 4-item Consumption Intention scale (5-point Likert, 1-5), from a survey of N=341 Chinese consumers on green brand image and consumption intention. (CC BY 4.0) Yang H, Zhang P, Liu H (2023) The influence of the brand image of green agriculture products on China's consumption intention—The mediating role of perceived value. PLoS ONE. | link |
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| yang_2023_emotional_eating_cesd | CES-D (20 items) from same Chinese undergraduate emotional-eating study (CC BY 4.0) Yang H, Zhou X, Xie L, Sun J (2023) The effect of emotion regulation on emotional eating among undergraduate students in China: The chain mediating role of impulsivity and depressive symptoms. PLOS ONE 18(6):e0280701 | link |
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| yang_2023_emotional_eating_ders | Difficulties in Emotion Regulation Scale (DERS, 36 items) from same Chinese undergraduate emotional-eating study (CC BY 4.0) Yang H, Zhou X, Xie L, Sun J (2023) The effect of emotion regulation on emotional eating among undergraduate students in China: The chain mediating role of impulsivity and depressive symptoms. PLOS ONE 18(6):e0280701 | link |
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| yang_2023_emotional_eating_eesr | Emotional Eating Scale-Revised (EES-R, 23 items) from Chinese undergraduate chain-mediation study of emotional eating (CC BY 4.0) Yang H, Zhou X, Xie L, Sun J (2023) The effect of emotion regulation on emotional eating among undergraduate students in China: The chain mediating role of impulsivity and depressive symptoms. PLOS ONE 18(6):e0280701 | link |
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| yang_2023_emotional_eating_uppsp | UPPS-P Impulsive Behavior Scale short form (20 items) from same Chinese undergraduate emotional-eating study (CC BY 4.0) Yang H, Zhou X, Xie L, Sun J (2023) The effect of emotion regulation on emotional eating among undergraduate students in China: The chain mediating role of impulsivity and depressive symptoms. PLOS ONE 18(6):e0280701 | link |
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| yang_2023_green_brand_image | 12-item Green Agricultural Brand Image scale across 4 dimensions (5-point Likert, 1-5), from a survey of N=341 Chinese consumers on green brand image and consumption intention. (CC BY 4.0) Yang H, Zhang P, Liu H (2023) The influence of the brand image of green agriculture products on China's consumption intention—The mediating role of perceived value. PLoS ONE. | link |
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| yang_2023_perceived_value | 3-item Customer Perceived Value scale (5-point Likert, 1-5), from a survey of N=341 Chinese consumers on green brand image and consumption intention. (CC BY 4.0) Yang H, Zhang P, Liu H (2023) The influence of the brand image of green agriculture products on China's consumption intention—The mediating role of perceived value. PLoS ONE. | link |
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| yang_2024_academic_burnout | Academic burnout, 10 items, 1-4; N = 752 Chinese university students; 0 (missing code) dropped. (CC BY 4.0) Yang, G.-H., Cao, X.-X., Fu, Y.-Y., Wang, N.-D., & Lian, S.-L. (2024). Mobile phone addiction and academic burnout: the mediating role of technology conflict and the protective role of mindfulness. Frontiers in Psychiatry, 15, 1365914. https://doi.org/10.3389/fpsyt.2024.1365914 | link |
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| yang_2024_charity_regulation conjoint · source = "conj" |
Online respondents in China (n=981) compared in 4 tasks two hypothetical charities (one task per field: poverty relief, education, environment, arts) varying fundraising qualification, government organization, transparency, collaboration, reputation, industry self-regulation and third-party regulation; forced choice of which should get flexible rather than rigid government regulation plus a 1-7 support rating for each. (CC BY 4.0) Yang, Y., & Wang, H. (2024). Government regulation preferences for charities' information disclosure [Data set]. OSF. | link |
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| yang_2024_hsps | Highly Sensitive Person Scale (Aron & Aron 1997), Korean version, 27 items, 1-7. 1,773 Korean adults. Covariates: gender, age decade. (CC BY 4.0) Yang W, Kwon M (2024). Cut-off scores for sensitivity interpretation of the Korean Highly Sensitive Person Scale. PLOS ONE 19(9): e0309904. | link |
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| yang_2024_mindfulness | Mindfulness, 15 items, 1-5 (only 1-4 endorsed); N = 752 Chinese university students; 0 (missing code) dropped. (CC BY 4.0) Yang, G.-H., Cao, X.-X., Fu, Y.-Y., Wang, N.-D., & Lian, S.-L. (2024). Mobile phone addiction and academic burnout: the mediating role of technology conflict and the protective role of mindfulness. Frontiers in Psychiatry, 15, 1365914. https://doi.org/10.3389/fpsyt.2024.1365914 | link |
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| yang_2024_mobile_phone_addiction | Mobile phone addiction, 17 items, 1-5; N = 752 Chinese university students; 0 (missing code) dropped. (CC BY 4.0) Yang, G.-H., Cao, X.-X., Fu, Y.-Y., Wang, N.-D., & Lian, S.-L. (2024). Mobile phone addiction and academic burnout: the mediating role of technology conflict and the protective role of mindfulness. Frontiers in Psychiatry, 15, 1365914. https://doi.org/10.3389/fpsyt.2024.1365914 | link |
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| yang_2024_teacher_wellbeing | 15 items scored 1-5 on work well-being, from 283 Chinese university teachers. The same deposit also exists at Mendeley (10.17632/txm4zf982j), which is where the author name comes from: the Zenodo creator field holds only '/'. (CC BY 4.0) Yang, Z. (2024). Effects of Wages on the Well-being of University Teachers in China. Zenodo. | link |
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| yang_2024_technology_conflict | Technology conflict, 6 items, 1-7; N = 751 Chinese university students; 0 (missing code) dropped. (CC BY 4.0) Yang, G.-H., Cao, X.-X., Fu, Y.-Y., Wang, N.-D., & Lian, S.-L. (2024). Mobile phone addiction and academic burnout: the mediating role of technology conflict and the protective role of mindfulness. Frontiers in Psychiatry, 15, 1365914. https://doi.org/10.3389/fpsyt.2024.1365914 | link |
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| yang_2024c_content_engagement | Four content-engagement items, 1-5, 442 Chinese respondents. Item text not shipped: the variable labels echo the item codes rather than giving stems. (CC BY 4.0) Yang, Y. (2024). Examining Local Acceptance of Online Film Festivals [Dataset]. Zenodo. | link |
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| yang_2024c_effort_expectancy | Three effort-expectancy items, 1-5, 442 Chinese respondents. Item text not shipped: labels echo the codes. (CC BY 4.0) Yang, Y. (2024). Examining Local Acceptance of Online Film Festivals [Dataset]. Zenodo. | link |
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| yang_2024c_intention | Three behavioural-intention items, 1-5, 442 Chinese respondents. Item text not shipped: labels echo the codes. (CC BY 4.0) Yang, Y. (2024). Examining Local Acceptance of Online Film Festivals [Dataset]. Zenodo. | link |
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| yang_2024c_satisfaction | Four satisfaction items, 1-5, 442 Chinese respondents. Item text not shipped: labels echo the codes. (CC BY 4.0) Yang, Y. (2024). Examining Local Acceptance of Online Film Festivals [Dataset]. Zenodo. | link |
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| yang_2024c_social_engagement | Six social-engagement items, 1-5, 442 Chinese respondents. Item text not shipped: labels echo the codes. (CC BY 4.0) Yang, Y. (2024). Examining Local Acceptance of Online Film Festivals [Dataset]. Zenodo. | link |
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| yang_2024c_technology_anxiety | Four technology-anxiety items, 1-5, 442 Chinese respondents. Item text not shipped: labels echo the codes. (CC BY 4.0) Yang, Y. (2024). Examining Local Acceptance of Online Film Festivals [Dataset]. Zenodo. | link |
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| yang_2025_aiccs | Assessment of Intercultural Competence of Chinese College Students (AIC-CCS: knowledge of self/others, attitude, communicative skills, cognitive skills, awareness; 28 items 1-5 Likert) N=130 Chinese students abroad (CC BY 4.0) Yang X et al. (2025) Intercultural competence of Chinese students abroad: An investigation under Sino-foreign Cooperative Education Programs. PLOS ONE. | link |
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| yang_2025_intercultural_contact | Foreign Social Media + Foreign Intercultural Communication Activity contact scale (9 items 1-5 Likert) N=130 Chinese students abroad (CC BY 4.0) Yang X et al. (2025) Intercultural competence of Chinese students abroad: An investigation under Sino-foreign Cooperative Education Programs. PLOS ONE. | link |
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| yang_2025_nigeria_tax_health conjoint · source = "conj" |
Face-to-face respondents in 12 Nigerian states (n=12,088) compared in 3 tasks two hypothetical policies that tax informal workers' income in exchange for health insurance (who collects, tax level, co-pay, payment channel, coverage start, extra perk); forced choice plus a 1-5 satisfaction rating of each policy. (CC0 1.0) Yang, J., Moerenhout, T., & Orgeira Pillai, N. (2025). The post-oil post-Covid social contract: Taxing informal workers for healthcare insurance in oil exporting developing economies. Journal of Public Policy. | link |
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| yang_2026_academic_dishonesty | AI-related academic dishonesty (plagiarism 5, falsification 3, delinquency 3, unauthorised help 3), 14 items, 1-7; N = 972 Chinese university and vocational-college students; cov_institution_type, cov_age, cov_gender, cov_major. (CC BY 4.0) Yang, G., Kim, J., Chen, J., Hao, K., & Li, N. (2026). AI Literacy, Epistemic Beliefs, and Academic Dishonesty Across Institutional Contexts [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/252r6gdx48 | link |
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| yang_2026_ai_literacy | AI literacy (Ng et al. 2024: affective AL 12, behavioural BL 8, cognitive CL 7, ethical EL 7), 34 items, 1-7; N = 972 Chinese university and vocational-college students; cov_institution_type, cov_age, cov_gender, cov_major. (CC BY 4.0) Yang, G., Kim, J., Chen, J., Hao, K., & Li, N. (2026). AI Literacy, Epistemic Beliefs, and Academic Dishonesty Across Institutional Contexts [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/252r6gdx48 | link |
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| yang_2026_appreciative_education | Appreciative Education questionnaire, 22 items on 1-5 across five dimensions, administered in Chinese to 209 teachers. (CC BY 4.0) Yang, M. (2026). Dataset for a study on AI-assisted oral training, appreciative education, and foreign language speaking anxiety. Mendeley Data. | link |
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| yang_2026_candidate_posts conjoint · source = "conj" |
1,322 Taiwanese adults (online panel, Jan 2024) saw one pair of hypothetical legislative candidates, a woman and a man, as simulated Facebook posts where the post type (campaign, personal viewpoints, personal lives) varied by group. Outcomes: vote choice between the two and a 0-10 impression rating of each. (CC BY 4.0) Yang, W.-Y. (2026). Uneven echoes: Gender's divergent influence on candidate personalization and voter response in Taiwan. Political Communication, 43(5), 807-827. | link |
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| yang_2026_epistemic_beliefs | Epistemic beliefs about AI tools/systems (Chiu et al. 2013: source, certainty, justification, simplicity), 12 items, 1-7; N = 972 Chinese university and vocational-college students; cov_institution_type, cov_age, cov_gender, cov_major. (CC BY 4.0) Yang, G., Kim, J., Chen, J., Hao, K., & Li, N. (2026). AI Literacy, Epistemic Beliefs, and Academic Dishonesty Across Institutional Contexts [Dataset]. Mendeley Data, V1. https://doi.org/10.17632/252r6gdx48 | link |
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| yang_2026_erq | Promoting psychological crisis coping through physical activity: rumination (RRS), physical activity (PARS-3), coping (Duan's Stress Response Questionnaire), and emotion regulation (ERQ) among Chinese college students (CC BY 4.0) Yang, Y., Lu, B., & Wang, S. (2026). Promoting psychological crisis coping through physical activity: The mediating roles of rumination and emotion regulation among college students. PLOS ONE. https://doi.org/10.1371/journal.pone.0350928 | link |
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| yang_2026_flsaq | Foreign Language Speaking Anxiety Questionnaire (FLSAQ), 18 items on 1-5, administered in Chinese to 1,044 Chinese EFL learners in a study of AI-assisted oral training. (CC BY 4.0) Yang, M. (2026). Dataset for a study on AI-assisted oral training, appreciative education, and foreign language speaking anxiety. Mendeley Data. | link |
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| yang_2026_igd_benefits | 4 perceived-benefit-of-gaming rating items, 1-10 scale, 2 waves, adolescent gamers, N=1032 (CC BY 4.0) Yang, X., & Wang, X. (2026). Longitudinal associations between perceived benefits and costs of internet gaming and internet gaming disorder in adolescent gamers: A cross-lagged structural equation model. PLOS ONE. | link |
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| yang_2026_igd_criteria | 9 raw DSM-5 internet gaming disorder criteria items, binary endorsed/not, 2 waves, adolescent gamers, N=1032 (CC BY 4.0) Yang, X., & Wang, X. (2026). Longitudinal associations between perceived benefits and costs of internet gaming and internet gaming disorder in adolescent gamers: A cross-lagged structural equation model. PLOS ONE. | link |
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| yang_2026_l2_motivation | 81 Likert items on second-language motivation, learning strategies and self-efficacy, administered to 275 Chinese university EFL learners. Five-point frequency scale, Never(0%)=1 to Usually(80%)=5; the anchors carry their own percentages in the source, which fixes the direction. Covariates: gender, grade, high-school region, self-reported Gaokao English score, field of study. (CC BY 4.0) Yang, C., Yu, X., & Li, H. (2026). Relationship among motivation, vocabulary learning strategies and the breadth of vocabulary knowledge: A structural equation modeling study on second language learning. PLOS One, 20(9). | link |
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| yang_2026_pars3 | Promoting psychological crisis coping through physical activity: rumination (RRS), physical activity (PARS-3), coping (Duan's Stress Response Questionnaire), and emotion regulation (ERQ) among Chinese college students (CC BY 4.0) Yang, Y., Lu, B., & Wang, S. (2026). Promoting psychological crisis coping through physical activity: The mediating roles of rumination and emotion regulation among college students. PLOS ONE. https://doi.org/10.1371/journal.pone.0350928 | link |
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| yang_2026_rrs | Promoting psychological crisis coping through physical activity: rumination (RRS), physical activity (PARS-3), coping (Duan's Stress Response Questionnaire), and emotion regulation (ERQ) among Chinese college students (CC BY 4.0) Yang, Y., Lu, B., & Wang, S. (2026). Promoting psychological crisis coping through physical activity: The mediating roles of rumination and emotion regulation among college students. PLOS ONE. https://doi.org/10.1371/journal.pone.0350928 | link |
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| yang_2026_stress_response | Promoting psychological crisis coping through physical activity: rumination (RRS), physical activity (PARS-3), coping (Duan's Stress Response Questionnaire), and emotion regulation (ERQ) among Chinese college students (CC BY 4.0) Yang, Y., Lu, B., & Wang, S. (2026). Promoting psychological crisis coping through physical activity: The mediating roles of rumination and emotion regulation among college students. PLOS ONE. https://doi.org/10.1371/journal.pone.0350928 | link |
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| yang_2026_vocabulary_size | 140 four-option multiple-choice vocabulary items (Vocabulary Size Test format: a target word in a short carrier sentence, four paraphrase options), administered to the same 275 Chinese university EFL learners, scored 0/1 for correctness. Same covariates as yang_2026_l2_motivation; id links the two tables. (CC BY 4.0) Yang, C., Yu, X., & Li, H. (2026). Relationship among motivation, vocabulary learning strategies and the breadth of vocabulary knowledge: A structural equation modeling study on second language learning. PLOS One, 20(9). | link |
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| yao_2020_bai | The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. IRW table yao_2020_bai: 1026 respondents x 21 items, 21546 responses. (CC BY 4.0) Yao, N.; Elhai, J.; Jiang, Y.; Qian, M. (2020). The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. Mendeley Data, V1. | link |
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| yao_2020_bdi | The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. IRW table yao_2020_bdi: 838 respondents x 21 items, 17598 responses. (CC BY 4.0) Yao, N.; Elhai, J.; Jiang, Y.; Qian, M. (2020). The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. Mendeley Data, V1. | link |
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| yao_2020_epq | The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. IRW table yao_2020_epq: 1026 respondents x 12 items, 12312 responses. (CC BY 4.0) Yao, N.; Elhai, J.; Jiang, Y.; Qian, M. (2020). The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. Mendeley Data, V1. | link |
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| yao_2020_gad | The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. IRW table yao_2020_gad: 1026 respondents x 7 items, 7182 responses. (CC BY 4.0) Yao, N.; Elhai, J.; Jiang, Y.; Qian, M. (2020). The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. Mendeley Data, V1. | link |
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| yao_2020_ius | The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. IRW table yao_2020_ius: 1402 respondents x 27 items, 37854 responses. (CC BY 4.0) Yao, N.; Elhai, J.; Jiang, Y.; Qian, M. (2020). The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. Mendeley Data, V1. | link |
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| yao_2020_pswq | The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. IRW table yao_2020_pswq: 1402 respondents x 16 items, 22432 responses. (CC BY 4.0) Yao, N.; Elhai, J.; Jiang, Y.; Qian, M. (2020). The Influence of Intolerance of Uncertainty on Anxiety and Depression Symptoms in Chinese-speaking Samples: Structure and Validity of The Chinese Translation of The Intolerance of Uncertainty Scale. Mendeley Data, V1. | link |
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| yao_2023_boredom_proneness | Boredom proneness, 8 items on a 1-7 scale, two waves ~5 weeks apart, 822 Chinese adult TikTok users. (CC BY 4.0) Yao, N., Chen, J., Huang, S., Guo, Y., & Ma, X. (2023). Depression and social anxiety in relation to problematic TikTok use severity: The mediating role of boredom proneness and distress intolerance. Computers in Human Behavior. | link |
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| yao_2023_depression | PHQ-9 depression, 9 items scored 0-3, two waves ~5 weeks apart, 822 Chinese adult TikTok users. (CC BY 4.0) Yao, N., Chen, J., Huang, S., Guo, Y., & Ma, X. (2023). Depression and social anxiety in relation to problematic TikTok use severity: The mediating role of boredom proneness and distress intolerance. Computers in Human Behavior. | link |
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| yao_2023_distress_intolerance | Distress intolerance, 10 items on a 1-5 scale, two waves ~5 weeks apart, 822 Chinese adult TikTok users. (CC BY 4.0) Yao, N., Chen, J., Huang, S., Guo, Y., & Ma, X. (2023). Depression and social anxiety in relation to problematic TikTok use severity: The mediating role of boredom proneness and distress intolerance. Computers in Human Behavior. | link |
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| yao_2023_social_anxiety | Social anxiety, 19 items on a 1-5 scale, two waves ~5 weeks apart, 822 Chinese adult TikTok users. (CC BY 4.0) Yao, N., Chen, J., Huang, S., Guo, Y., & Ma, X. (2023). Depression and social anxiety in relation to problematic TikTok use severity: The mediating role of boredom proneness and distress intolerance. Computers in Human Behavior. | link |
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| yao_2023_tiktok_problem_use | Problematic TikTok use severity, 10 items on a 1-6 scale, two waves ~5 weeks apart, 822 Chinese adult TikTok users. (CC BY 4.0) Yao, N., Chen, J., Huang, S., Guo, Y., & Ma, X. (2023). Depression and social anxiety in relation to problematic TikTok use severity: The mediating role of boredom proneness and distress intolerance. Computers in Human Behavior. | link |
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| yao_2023_tiktok_use_frequency | Frequency of watching and making short videos and livestreams on TikTok, 4 items on a 1-5 never-to-very-often scale, 822 Chinese adults (wave 1 only). (CC BY 4.0) Yao, N., Chen, J., Huang, S., Guo, Y., & Ma, X. (2023). Depression and social anxiety in relation to problematic TikTok use severity: The mediating role of boredom proneness and distress intolerance. Computers in Human Behavior. | link |
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| yao_2025_kindergarten_m | M block: 10 items (1-5) of an undocumented questionnaire block from a survey on kindergarten-teacher occupational burnout; N = 400 Chinese kindergarten teachers; no covariates. (CC BY 4.0) Yao, J. (2025). Questionnaire Data on Teacher Burnout. figshare. https://doi.org/10.6084/m9.figshare.29664803 | link |
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| yao_2025_kindergarten_x1 | X1 block: 10 items (1-5) of an undocumented questionnaire block from a survey on kindergarten-teacher occupational burnout; N = 400 Chinese kindergarten teachers; no covariates. (CC BY 4.0) Yao, J. (2025). Questionnaire Data on Teacher Burnout. figshare. https://doi.org/10.6084/m9.figshare.29664803 | link |
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| yao_2025_kindergarten_x2 | X2 block: 10 items (1-5) of an undocumented questionnaire block from a survey on kindergarten-teacher occupational burnout; N = 400 Chinese kindergarten teachers; no covariates. (CC BY 4.0) Yao, J. (2025). Questionnaire Data on Teacher Burnout. figshare. https://doi.org/10.6084/m9.figshare.29664803 | link |
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| yao_2025_kindergarten_x3 | X3 block: 12 items (1-5) of an undocumented questionnaire block from a survey on kindergarten-teacher occupational burnout; N = 400 Chinese kindergarten teachers; no covariates. (CC BY 4.0) Yao, J. (2025). Questionnaire Data on Teacher Burnout. figshare. https://doi.org/10.6084/m9.figshare.29664803 | link |
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| yao_2025_kindergarten_x4 | X4 block: 13 items (1-5) of an undocumented questionnaire block from a survey on kindergarten-teacher occupational burnout; N = 400 Chinese kindergarten teachers; no covariates. (CC BY 4.0) Yao, J. (2025). Questionnaire Data on Teacher Burnout. figshare. https://doi.org/10.6084/m9.figshare.29664803 | link |
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| yao_2025_kindergarten_y | Y block: 26 items (1-5) of an undocumented questionnaire block from a survey on kindergarten-teacher occupational burnout; N = 400 Chinese kindergarten teachers; no covariates. (CC BY 4.0) Yao, J. (2025). Questionnaire Data on Teacher Burnout. figshare. https://doi.org/10.6084/m9.figshare.29664803 | link |
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| ye_2025_jl | 13 items on a 1-5 scale, Chinese college students; the source labels the block only as JL and ships no codebook, so the code is kept verbatim rather than named. 18,304 responses from 1,408 respondents on 13 items. (CC BY 4.0) Ye, L. (2025). Raw data: Imposter Phenomenon and Social Anxiety among College Students -- The Chain Mediating Roles of Self-Compassion and Shame [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18092016 | link |
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| ye_2025_mm | 20 items on a 1-5 agreement scale, Chinese college students; the source labels the block only as MM and ships no codebook, so the code is kept verbatim rather than named. 28,160 responses from 1,408 respondents on 20 items. (CC BY 4.0) Ye, L. (2025). Raw data: Imposter Phenomenon and Social Anxiety among College Students -- The Chain Mediating Roles of Self-Compassion and Shame [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18092016 | link |
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| ye_2025_q15_scale | 9-item Chinese text-coded item block (difficulty/ease format), university students, exercise/self-efficacy/health-literacy study, N=4513 (CC BY 4.0) Ye Y-P, Qin G-Y, Zhang X, Han S-S, Li B, Zhou N, Liu Q, Li C, Zhang Y-S, Shao Q (2025). The impact of physical exercise on university students' life satisfaction: The chain mediation effects of general self-efficacy and health literacy. PLOS ONE, 20(6), e0325835. https://doi.org/10.1371/journal.pone.0325835 | link |
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| ye_2025_q25_scale | 10-item Chinese text-coded item block (agreement/fit format, 4-pt), university students, exercise/self-efficacy/health-literacy study, N=4513 (CC BY 4.0) Ye Y-P, Qin G-Y, Zhang X, Han S-S, Li B, Zhou N, Liu Q, Li C, Zhang Y-S, Shao Q (2025). The impact of physical exercise on university students' life satisfaction: The chain mediation effects of general self-efficacy and health literacy. PLOS ONE, 20(6), e0325835. https://doi.org/10.1371/journal.pone.0325835 | link |
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| ye_2025_q32_scale | 13-item Chinese text-coded item block (agreement/fit format, 7-pt with a neutral 'uncertain' option), university students, exercise/self-efficacy/health-literacy study, N=4513 (CC BY 4.0) Ye Y-P, Qin G-Y, Zhang X, Han S-S, Li B, Zhou N, Liu Q, Li C, Zhang Y-S, Shao Q (2025). The impact of physical exercise on university students' life satisfaction: The chain mediation effects of general self-efficacy and health literacy. PLOS ONE, 20(6), e0325835. https://doi.org/10.1371/journal.pone.0325835 | link |
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| ye_2025_tq | 12 items on a 1-5 agreement scale, Chinese college students; the source labels the block only as TQ and ships no codebook, so the code is kept verbatim rather than named. 16,896 responses from 1,408 respondents on 12 items. (CC BY 4.0) Ye, L. (2025). Raw data: Imposter Phenomenon and Social Anxiety among College Students -- The Chain Mediating Roles of Self-Compassion and Shame [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18092016 | link |
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| ye_2025_xc | 25 items on a 1-4 scale, Chinese college students; the source labels the block only as XC and ships no codebook, so the code is kept verbatim rather than named. 35,200 responses from 1,408 respondents on 25 items. (CC BY 4.0) Ye, L. (2025). Raw data: Imposter Phenomenon and Social Anxiety among College Students -- The Chain Mediating Roles of Self-Compassion and Shame [Data set]. Zenodo. https://doi.org/10.5281/zenodo.18092016 | link |
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| yeo_2022_hads | Hospital Anxiety and Depression Scale, 14 items, 0-3 as scored (reverse-keyed items scored in symptom direction). 557 adults living in Singapore or Australia, online survey. Covariates: age, gender, country of residence, population group (no disability / recovering from mental health issues / disability). (CC BY 4.0) Yeo ZZ, Suárez L (2022) Validation of the mental health continuum-short form: The bifactor model of emotional, social, and psychological well-being. PLoS ONE 17(5): e0268232. https://doi.org/10.1371/journal.pone.0268232 | link |
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| yeo_2022_mhcsf | Mental Health Continuum-Short Form, 14 items, 0 never - 5 every day. 557 adults living in Singapore or Australia, online survey. Covariates: age, gender, country of residence, population group (no disability / recovering from mental health issues / disability). (CC BY 4.0) Yeo ZZ, Suárez L (2022) Validation of the mental health continuum-short form: The bifactor model of emotional, social, and psychological well-being. PLoS ONE 17(5): e0268232. https://doi.org/10.1371/journal.pone.0268232 | link |
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| yeo_2022_who5 | WHO-5 Well-Being Index, 5 items, 0-5. 557 adults living in Singapore or Australia, online survey. Covariates: age, gender, country of residence, population group (no disability / recovering from mental health issues / disability). (CC BY 4.0) Yeo ZZ, Suárez L (2022) Validation of the mental health continuum-short form: The bifactor model of emotional, social, and psychological well-being. PLoS ONE 17(5): e0268232. https://doi.org/10.1371/journal.pone.0268232 | link |
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| yin_2022_gad7 | GAD-7 anxiety scale (7 items) administered to US high school students during the second year of COVID-19 (CC BY 4.0) Yin O, Parikka N, Ma A, Kreniske P, Mellins CA (2022). Persistent anxiety among high school students: Survey results from the second year of the COVID pandemic. PLOS ONE, 17(9), e0275292. https://doi.org/10.1371/journal.pone.0275292 | link |
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| yin_2022_values_importance | 13-item 'how important is X to you' values battery (1-5 scale) administered to US high school students during the second year of COVID-19 (CC BY 4.0) Yin O, Parikka N, Ma A, Kreniske P, Mellins CA (2022). Persistent anxiety among high school students: Survey results from the second year of the COVID pandemic. PLOS ONE, 17(9), e0275292. https://doi.org/10.1371/journal.pone.0275292 | link |
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| yin_2026_efs | Executive Function Scale (EFS), Malay adaptation, all 52 administered items (items 13 and 35 later dropped from the adapted scale), 1 never .. 5 very often; working memory, risk avoidance, response inhibition, emotion regulation, set shifting, processing speed. 629 Malaysian university students. Covariate: gender. (CC BY 4.0) Yin H, Amran MS (2026). Psychometric validation and cultural adaptation of executive functioning scale in Malaysian University students. PLOS ONE 21(4): e0341453. | link |
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| ylisalo_2025_pledges_finland conjoint · source = "conj" |
2367 Finnish online respondents each read 6 vignettes about an unfulfilled election pledge of a coalition-government party (randomized: number of government parties, party status, coalition agreement, ministry, other parties' attitude) and rated the acceptability of the non-fulfillment 0-10. (CC0 1.0) Ylisalo, J., Matthieß, T., Praprotnik, K., & Ennser-Jedenastik, L. (2025). Election pledges in multiparty governments: When do voters accept non-fulfillment? British Journal of Political Science. | link |
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| ylisalo_2025_pledges_germany conjoint · source = "conj" |
1359 German online respondents each read 6 vignettes about an unfulfilled election pledge of a coalition-government party (randomized: number of government parties, party status, coalition agreement, ministry, other parties' attitude) and rated the acceptability of the non-fulfillment 0-10. (CC0 1.0) Ylisalo, J., Matthieß, T., Praprotnik, K., & Ennser-Jedenastik, L. (2025). Election pledges in multiparty governments: When do voters accept non-fulfillment? British Journal of Political Science. | link |
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| ylisalo_2025_pledges_germany_ptv conjoint · source = "conj" |
2093 German online respondents (a separate sample with a propensity-to-vote outcome) each read 6 vignettes about an unfulfilled election pledge of a coalition-government party (randomized: number of government parties, party status, coalition agreement, ministry, other parties' attitude) and rated their propensity to vote for the pledging party 0-10. (CC0 1.0) Ylisalo, J., Matthieß, T., Praprotnik, K., & Ennser-Jedenastik, L. (2025). Election pledges in multiparty governments: When do voters accept non-fulfillment? British Journal of Political Science. | link |
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| yoh_2024_journal_choice conjoint · source = "conj" |
1,038 authors who had published in conservation journals (worldwide online survey) each made 12 choices among three hypothetical journals varying in scope, open access, impact factor, editorial support, peer-review model, society affiliation and publication cost, or chose none (discrete choice experiment). Outcome: choice, with opt-out. (CC BY 4.0) Yoh, N., Holle, M. J. M., Willis, J., Rudd, L. F., Fraser, I. M., & Veríssimo, D. (2024). Understanding author choices in the current conservation publishing landscape. Conservation Biology, 39(2), e14369. | link |
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| yoshida_2026_rss | Resilience Skills Scale for Teenage Children, 17 items in four subscales, 1-5. 587 Japanese elementary school students, grades 4-6. Covariates: grade, gender. (CC BY 4.0) Yoshida T, Wakashima K, Takagi G, Sakuraba M, Jordan SS, Sakamoto K, Haruyama R (2026) Associations of solution building and resilience with school refusal behavior among elementary school students. PLoS ONE 21(8): e0356881. https://doi.org/10.1371/journal.pone.0356881 | link |
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| yoshida_2026_sbi_c | Solution Building Inventory for Children, 14 items, 1-5. 587 Japanese elementary school students, grades 4-6. Covariates: grade, gender. (CC BY 4.0) Yoshida T, Wakashima K, Takagi G, Sakuraba M, Jordan SS, Sakamoto K, Haruyama R (2026) Associations of solution building and resilience with school refusal behavior among elementary school students. PLoS ONE 21(8): e0356881. https://doi.org/10.1371/journal.pone.0356881 | link |
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| yoshida_2026_sras_r_ja | School Refusal Assessment Scale-Revised for school-attending children, Japanese version, 20 items, 1-5. 587 Japanese elementary school students, grades 4-6. Covariates: grade, gender. (CC BY 4.0) Yoshida T, Wakashima K, Takagi G, Sakuraba M, Jordan SS, Sakamoto K, Haruyama R (2026) Associations of solution building and resilience with school refusal behavior among elementary school students. PLoS ONE 21(8): e0356881. https://doi.org/10.1371/journal.pone.0356881 | link |
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| yoshimura_2026_es_scale | ES scale (unlabeled), 8 items, 1-5, N=522 (CC BY 4.0) Yoshimura, M., et al. (2026). Psychological safety as a context-sensitive predictor of retention intentions: Gendered effects of supervisor support under caregiving-assumed conditions. PLOS ONE. | link |
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| yoshimura_2026_isu_scale | ISU scale (unlabeled), 6 items, 1-5, N=522 (CC BY 4.0) Yoshimura, M., et al. (2026). Psychological safety as a context-sensitive predictor of retention intentions: Gendered effects of supervisor support under caregiving-assumed conditions. PLOS ONE. | link |
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| yoshimura_2026_psych_safety | Psychological safety scale, 9 items, 1-7, N=522 (CC BY 4.0) Yoshimura, M., et al. (2026). Psychological safety as a context-sensitive predictor of retention intentions: Gendered effects of supervisor support under caregiving-assumed conditions. PLOS ONE. | link |
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| ysladomendez_2023_mbi | Maslach Burnout Inventory, 22 items on the instrument's 0-6 frequency scale, Peruvian healthcare professionals. 6,666 responses from 303 respondents on 22 items. (CC BY 4.0) Yslado-Mendez, R. M., Sanchez-Broncano, J., & De la Cruz-Valdiviano, C. (2023). Psychometric properties of the Maslach Burnout Inventory in healthcare professionals, Ancash [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8374494 | link |
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| yu2025 | Size perception task (CC BY 4.0) Yu, K., Lin, T. Y., Zaman, J., Tuerlinckx, F., & Vanhasbroeck, N. (2025). Consistency of perceptual response variability in size estimation and reproduction tasks. Behavior Research Methods, 57(5), 1-16. | link |
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| yu_2015_bdi | Beck Depression Inventory (BDI), 21 items E1-E21, 1-4. Chinese university students, from a survey of family environment and depressive symptoms. N=4582. (CC BY 4.0) Yu Y., Yang X., Yang Y., Chen L., Qiu X., Qiao Z., Zhou J., Pan H., Ban B., Zhu X., He J., Ding Y., Bai B. (2015). The Role of Family Environment in Depressive Symptoms among University Students: A Large Sample Survey in China. PLOS ONE. https://doi.org/10.1371/journal.pone.0143612 | link |
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| yu_2015_family_environment | Family Environment Scale items among Chinese university students; 21 items 1-4 scale; N=4582 (CC BY 4.0) Yu Y., Yang X., Yang Y., Chen L., Qiu X., Qiao Z., Zhou J., Pan H., Ban B., Zhu X., He J., Ding Y., Bai B. (2015). The Role of Family Environment in Depressive Symptoms among University Students: A Large Sample Survey in China. PLOS ONE. https://doi.org/10.1371/journal.pone.0143612 | link |
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| yu_2018_ehr_success | Electronic health record (EHR) system success questionnaire, 24 items (training, self-efficacy, system quality, information quality, service quality, overall satisfaction, net benefits), 1 strongly disagree .. 7 strongly agree; the 'don't know' option (0) is dropped. 243 staff of Australian residential aged-care facilities. (CC BY 4.0) Yu P, Qian S (2018). Developing a theoretical model and questionnaire survey instrument to measure the success of electronic health records in residential aged care. PLOS ONE 13(1): e0190749. | link |
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| yu_2021_domain_satisfaction | Satisfaction with family, job, health and relationships (4 items, 1-5) from 500 UK online-panel members (Study 3). (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2021_financial_security | Perceived financial security (5 items, 1-5) from 500 UK online-panel members (Study 3). (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2021_money_stress | Financial concerns / money stress (5 items, 1-5) from 500 UK online-panel members (Study 3). (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2021_overspending | Overspending during the last leisure trip (3 items, 1-5) from 500 UK online-panel members (Study 3). (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2021_shopping_satisfaction | Satisfaction with 20 store and goods attributes on the last leisure trip (1-5, 'No Opinion' dropped) from 500 UK online-panel members (Study 3). (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2021_swls | Satisfaction With Life Scale (5 items, 1-5 agreement as administered) from 500 UK online-panel members (Study 3); the survey's later repeat of the five statements is not included. (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2021_trip_detachment | Detachment experienced on the last leisure trip (3 items, 1-5) from 500 UK online-panel members (Study 3). (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2021_trip_meaning | Meaning experienced on the last leisure trip (3 items, 1-5) from 500 UK online-panel members (Study 3). (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2021_trip_pleasure | Pleasure experienced on the last leisure trip (3 items, 1-5) from 500 UK online-panel members (Study 3). (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2021_trip_reflection | Reflection experienced on the last leisure trip (3 items, 1-5) from 500 UK online-panel members (Study 3). (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2021_trip_satisfaction | Overall satisfaction with the last leisure trip (3 items, 1-5) from 500 UK online-panel members (Study 3). (CC BY-SA 4.0) Yu, G. B., Sirgy, M. J., Bosnjak, M., & Lee, D.-J. (2021). A Preregistered Study of the Effect of Shopping Satisfaction during Leisure Travel on Satisfaction with Life Overall: The Mitigating Role of Financial Concerns. Journal of Travel Research, 60(3), 639-655. https://doi.org/10.1177/0047287520933688. Data: PsychArchives, https://doi.org/10.23668/psycharchives.2530 | link |
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| yu_2025_aafcs_likelihood | 10 Asian American Family Conflicts Scale situations rated for likelihood (1-5), 127 Asian American adolescents aged 13-18 (CC BY 4.0) Yu, J. (2025). Effects of coping strategies on acculturation-based conflict and mental health symptoms among Asian American adolescents. Zenodo. | link |
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| yu_2025_aafcs_seriousness | the same 10 Asian American Family Conflicts Scale situations rated for seriousness (1-5), 127 adolescents (CC BY 4.0) Yu, J. (2025). Effects of coping strategies on acculturation-based conflict and mental health symptoms among Asian American adolescents. Zenodo. | link |
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| yu_2025_bedtime_procrastination | Bedtime procrastination scale, adolescents, 9 items, 3 waves, N=376 (CC BY 4.0) Yu, W., et al. (2025). The effect of mobile phone addiction on sleep procrastination in adolescents: The longitudinal mediating role of physical activity behavior. PLOS ONE. | link |
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| yu_2025_dass21 | DASS-21, 21 items on 0-3, 127 Asian American adolescents (CC BY 4.0) Yu, J. (2025). Effects of coping strategies on acculturation-based conflict and mental health symptoms among Asian American adolescents. Zenodo. | link |
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| yu_2025_mobile_addiction | Mobile phone addiction scale, adolescents, 22 items, 3 waves, N=376 (CC BY 4.0) Yu, W., et al. (2025). The effect of mobile phone addiction on sleep procrastination in adolescents: The longitudinal mediating role of physical activity behavior. PLOS ONE. | link |
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| yu_2025_physical_activity | Physical activity scale, adolescents, 3 items, 3 waves, N=376 (CC BY 4.0) Yu, W., et al. (2025). The effect of mobile phone addiction on sleep procrastination in adolescents: The longitudinal mediating role of physical activity behavior. PLOS ONE. | link |
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| yuan_2024_contact | Intergroup Contact Experience Scale (Yang et al. revision of Islam & Hewstone), 9 items (quantity 1-5, quality 6-9), 1-7, at two waves (wave 1/2). Adolescents (grades 7-11, mean age 15.7) at one ethnic school each in Liangshan Yi and Aba Tibetan & Qiang prefectures, Sichuan, China (Mandarin administration); two waves one year apart (2022, 2023). N=679. (CC BY 4.0) Yuan X, Lei T, Su Y, Li X, Zhu L (2024). Longitudinal associations between intergroup contact and intergroup trust among adolescents in ethnic regions of China. Scientific Reports, 14, 15942. https://doi.org/10.1038/s41598-024-66646-1 | link |
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| yuan_2024_trust | Intergroup Trust Scale (Liu revision of Voci & Hewstone), 4 items (trust, reliability, lack of trust, suspicion), 1 (never feel this way) to 7 (always feel this way), at two waves (wave 1/2). Adolescents (grades 7-11, mean age 15.7) at one ethnic school each in Liangshan Yi and Aba Tibetan & Qiang prefectures, Sichuan, China (Mandarin administration); two waves one year apart (2022, 2023). N=679. (CC BY 4.0) Yuan X, Lei T, Su Y, Li X, Zhu L (2024). Longitudinal associations between intergroup contact and intergroup trust among adolescents in ethnic regions of China. Scientific Reports, 14, 15942. https://doi.org/10.1038/s41598-024-66646-1 | link |
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| yuan_2024_ucla | UCLA Loneliness Scale, 20 items, 1 (never) to 4 (always), at two waves (wave 1/2). Adolescents (grades 7-11, mean age 15.7) at one ethnic school each in Liangshan Yi and Aba Tibetan & Qiang prefectures, Sichuan, China (Mandarin administration); two waves one year apart (2022, 2023). N=679. (CC BY 4.0) Yuan X, Lei T, Su Y, Li X, Zhu L (2024). Longitudinal associations between intergroup contact and intergroup trust among adolescents in ethnic regions of China. Scientific Reports, 14, 15942. https://doi.org/10.1038/s41598-024-66646-1 | link |
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| yuan_2026_vr_chinese | VR Chinese-learning questionnaire, 18 five-point items in six blocks (CCE, PA, VOR, EM, SCS, CCA as deposited), pre and post (wave), treat 1 = VR group; N = 351 learners of Chinese; cov_age_group, cov_gender, cov_proficiency. (CC BY 4.0) Yuan, Y. (2026). Enhancing Chinese Language Learning Through Virtual Reality: Cultural Understanding, Pronunciation, Vocabulary, Engagement, and Sentence Construction [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.34021359 | link |
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| yuebo_2024_infoquality | 4-item Information Quality scale (1-5 Likert) from an online-learning-success survey of adult learners in Western China (CC BY 4.0) Yuebo L, Halili SH, Abdul Razak R (2024) Online learning success model for adults in open and distance education in Western China. PLoS ONE. | link |
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| yuebo_2024_netbenefit | 16-item Net Benefit scale (1-5 Likert) from an online-learning-success survey of adult learners in Western China (CC BY 4.0) Yuebo L, Halili SH, Abdul Razak R (2024) Online learning success model for adults in open and distance education in Western China. PLoS ONE. | link |
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| yuebo_2024_pck | 5-item Pedagogical Content Knowledge (PCK) subscale of TPACK (1-5 Likert) from an online-learning-success survey of adult learners in Western China (CC BY 4.0) Yuebo L, Halili SH, Abdul Razak R (2024) Online learning success model for adults in open and distance education in Western China. PLoS ONE. | link |
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| yuebo_2024_satisfaction | 4-item User-Perceived Satisfaction scale (1-5 Likert) from an online-learning-success survey of adult learners in Western China (CC BY 4.0) Yuebo L, Halili SH, Abdul Razak R (2024) Online learning success model for adults in open and distance education in Western China. PLoS ONE. | link |
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| yuebo_2024_srvquality | 4-item Service Quality scale (1-5 Likert) from an online-learning-success survey of adult learners in Western China (CC BY 4.0) Yuebo L, Halili SH, Abdul Razak R (2024) Online learning success model for adults in open and distance education in Western China. PLoS ONE. | link |
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| yuebo_2024_sysquality | 4-item System Quality scale (1-5 Likert) from an online-learning-success survey of adult learners in Western China (CC BY 4.0) Yuebo L, Halili SH, Abdul Razak R (2024) Online learning success model for adults in open and distance education in Western China. PLoS ONE. | link |
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| yuebo_2024_tck | 4-item Technological Content Knowledge (TCK) subscale of TPACK (1-5 Likert) from an online-learning-success survey of adult learners in Western China (CC BY 4.0) Yuebo L, Halili SH, Abdul Razak R (2024) Online learning success model for adults in open and distance education in Western China. PLoS ONE. | link |
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| yuebo_2024_tk | 4-item Technological Knowledge (TK) subscale of TPACK (1-5 Likert) from an online-learning-success survey of adult learners in Western China (CC BY 4.0) Yuebo L, Halili SH, Abdul Razak R (2024) Online learning success model for adults in open and distance education in Western China. PLoS ONE. | link |
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| yuebo_2024_tpack | 5-item overarching TPACK scale (1-5 Likert) from an online-learning-success survey of adult learners in Western China (CC BY 4.0) Yuebo L, Halili SH, Abdul Razak R (2024) Online learning success model for adults in open and distance education in Western China. PLoS ONE. | link |
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| yuebo_2024_use | 5-item Continuous Use scale (1-5 Likert) from an online-learning-success survey of adult learners in Western China (CC BY 4.0) Yuebo L, Halili SH, Abdul Razak R (2024) Online learning success model for adults in open and distance education in Western China. PLoS ONE. | link |
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| zabelina_2022_caq | Creative Achievement Questionnaire (CAQ, expanded with frequency options), 81 items across 10 domains (inventions, music, theater/TV/film, science, creative writing, dance, culinary, visual arts, humor, architecture); items with frequency options 0 (not checked) to 6 (20+ times), others 0/1 (checked), scored per the authors' appendix; 5,395 SAPA-Project respondents (2013-2014); cov_gender, cov_age_band. (CC0 1.0) Zabelina, D. L., Zaonegina, E., Revelle, W., & Condon, D. M. (2022). Creative achievement and individual differences: Associations across and within the domains of creativity. Psychology of Aesthetics, Creativity, and the Arts. | link |
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| zaehl2023_hexaco | HEXACO-60 personality inventory (60 items); student software teams (N=54); 1-5 Likert (CC BY 4.0) Zähl, P. (2023). The Influence of HEXACO Personality Traits on the Teamwork Quality in Student Software Teams - Supplementary Material [Dataset]. OSF. https://osf.io/jb94w/ | link |
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| zaehl2023_twq_balance | Teamwork Quality — Balance subscale (3 items); student software teams (N=54); 1-5 Likert (CC BY 4.0) Zähl, P. (2023). The Influence of HEXACO Personality Traits on the Teamwork Quality in Student Software Teams - Supplementary Material [Dataset]. OSF. https://osf.io/jb94w/ | link |
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| zaehl2023_twq_cohesion | Teamwork Quality — Cohesion subscale (10 items); student software teams (N=54); 1-5 Likert (CC BY 4.0) Zähl, P. (2023). The Influence of HEXACO Personality Traits on the Teamwork Quality in Student Software Teams - Supplementary Material [Dataset]. OSF. https://osf.io/jb94w/ | link |
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| zaehl2023_twq_commitment | Teamwork Quality — Commitment subscale (4 items); student software teams (N=54); 1-5 Likert (CC BY 4.0) Zähl, P. (2023). The Influence of HEXACO Personality Traits on the Teamwork Quality in Student Software Teams - Supplementary Material [Dataset]. OSF. https://osf.io/jb94w/ | link |
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| zaehl2023_twq_communication | Teamwork Quality — Communication subscale (10 items); student software teams (N=54); 1-5 Likert (CC BY 4.0) Zähl, P. (2023). The Influence of HEXACO Personality Traits on the Teamwork Quality in Student Software Teams - Supplementary Material [Dataset]. OSF. https://osf.io/jb94w/ | link |
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| zaehl2023_twq_coordination | Teamwork Quality — Coordination subscale (4 items); student software teams (N=54); 1-5 Likert (CC BY 4.0) Zähl, P. (2023). The Influence of HEXACO Personality Traits on the Teamwork Quality in Student Software Teams - Supplementary Material [Dataset]. OSF. https://osf.io/jb94w/ | link |
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| zaehl2023_twq_support | Teamwork Quality — Support subscale (6 items); student software teams (N=54); 1-5 Likert (CC BY 4.0) Zähl, P. (2023). The Influence of HEXACO Personality Traits on the Teamwork Quality in Student Software Teams - Supplementary Material [Dataset]. OSF. https://osf.io/jb94w/ | link |
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| zamzuri_2021_rpap_attitude | RPAP dengue questionnaire, Attitude domain (10 items, 1-8 Likert), N=253 Malaysian respondents (CC BY 4.0) Zamzuri M'IA, Jamhari MN, Faisal Ghazi H, Muhamad Hasani MH, Mohd Ali NK, Abd. Rashid MF, et al. (2021) A unique double tango: Construct validation and reliability analysis of risk perception, attitude and practice (RPAP) questionnaire on dengue infection. PLoS ONE 16(8): e0256636. | link |
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| zamzuri_2021_rpap_practice | RPAP dengue questionnaire, Practice domain (13 items, 1-8 Likert), N=253 Malaysian respondents (CC BY 4.0) Zamzuri M'IA, Jamhari MN, Faisal Ghazi H, Muhamad Hasani MH, Mohd Ali NK, Abd. Rashid MF, et al. (2021) A unique double tango: Construct validation and reliability analysis of risk perception, attitude and practice (RPAP) questionnaire on dengue infection. PLoS ONE 16(8): e0256636. | link |
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| zamzuri_2021_rpap_risk_perception | RPAP dengue questionnaire, Risk Perception domain (12 items, 1-8 Likert), N=253 Malaysian respondents (CC BY 4.0) Zamzuri M'IA, Jamhari MN, Faisal Ghazi H, Muhamad Hasani MH, Mohd Ali NK, Abd. Rashid MF, et al. (2021) A unique double tango: Construct validation and reliability analysis of risk perception, attitude and practice (RPAP) questionnaire on dengue infection. PLoS ONE 16(8): e0256636. | link |
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| zanesco_2023_golleretal2020 | Thought probes measuring mind wandering frequency/intensity (CC BY 4.0) Zanesco, Anthony P. 2024. “Measuring Mind Wandering with Experience Sampling During Task Performance: An Item Response Theory Investigation.” OSF. July 6. osf.io/3zma2. | link |
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| zanesco_2023_kaneetal2016 | Mind wandering during a sustained attention task (CC BY 4.0) Zanesco, Anthony P. 2024. “Measuring Mind Wandering with Experience Sampling During Task Performance: An Item Response Theory Investigation.” OSF. July 6. osf.io/3zma2. | link |
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| zanesco_2023_zanescoetal2020 | Attention state during meditation/mindfulness practice (CC BY 4.0) Zanesco, Anthony P. 2024. “Measuring Mind Wandering with Experience Sampling During Task Performance: An Item Response Theory Investigation.” OSF. July 6. osf.io/3zma2. | link |
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| zang_2022_job_satisfaction | Job satisfaction, 30 items in five blocks (G-K), 1-6; N = 637; same covariates. (CC BY 4.0) Zang, L., & Chen, Y. (2022). Relationship between person-organization fit and teacher burnout in kindergarten: the mediating role of job satisfaction. Frontiers in Psychiatry, 13, 948934. https://doi.org/10.3389/fpsyt.2022.948934 | link |
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| zang_2022_mbi_es | Maslach Burnout Inventory - Educators Survey, 22 items, 0-6, under the deposit's D/Q/F item codes; N = 637; same covariates. (CC BY 4.0) Zang, L., & Chen, Y. (2022). Relationship between person-organization fit and teacher burnout in kindergarten: the mediating role of job satisfaction. Frontiers in Psychiatry, 13, 948934. https://doi.org/10.3389/fpsyt.2022.948934 | link |
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| zang_2022_po_fit | Person-organization fit, 9 items (3 blocks of 3), 1-5/1-6 as deposited; N = 637 Chinese kindergarten teachers; cov_gender, cov_age, cov_teaching_years, cov_education, cov_preschool_major, cov_establishment, cov_grade, cov_title, cov_kindergarten_type, cov_location. (CC BY 4.0) Zang, L., & Chen, Y. (2022). Relationship between person-organization fit and teacher burnout in kindergarten: the mediating role of job satisfaction. Frontiers in Psychiatry, 13, 948934. https://doi.org/10.3389/fpsyt.2022.948934 | link |
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| zangger_2020_childcare conjoint · source = "conj" |
540 parents in Bern (486 with a recorded choice) each chose which childcare option to recommend to a friend: a nursery, a child minder (each described by price, distance, curriculum, children per caregiver and flexibility) or a private arrangement; the scenario also varied the reason for employment, earnings, grandparent help and hours. (CC BY 4.0) Zangger, C., & Widmer, J. (2020). Choosing what is best for one's children? Experimental evidence on parents' responsiveness to childcare subsidies and their preferences for different childcare arrangements. Early Childhood Research Quarterly, 51, 110-123. | link |
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| zara_2024_opd_sqs | OPD Structure Questionnaire short form (OPD-SQS), 12 items on 0-4, from a representative German population sample of 5,041 adults in a study of child maltreatment and diabetes. (CC BY 4.0) Zara, S. (2024). Data set for the supplementary data analyses for the associations of child maltreatment and diabetes in a representative German sample. Mendeley Data. | link |
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| zara_2024_phq4 | PHQ-4 (two PHQ-2 depression and two GAD-2 anxiety items), 0-3, from a representative German population sample of 5,041 adults. (CC BY 4.0) Zara, S. (2024). Data set for the supplementary data analyses for the associations of child maltreatment and diabetes in a representative German sample. Mendeley Data. | link |
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| zautra_2015_caug | General Self-Efficacy Questionnaire (Spanish, 10 items), pre/post social-intelligence-curriculum intervention (CC BY 4.0) Zautra EK, Zautra AJ, Ecija Gallardo C, Velasco L (2015). Can We Learn to Treat One Another Better? A Test of a Social Intelligence Curriculum. PLOS ONE, 10(6), e0128638. https://doi.org/10.1371/journal.pone.0128638 | link |
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| zautra_2015_iri | Interpersonal Reactivity Index short form (13 items), pre/post social-intelligence-curriculum intervention (CC BY 4.0) Zautra EK, Zautra AJ, Ecija Gallardo C, Velasco L (2015). Can We Learn to Treat One Another Better? A Test of a Social Intelligence Curriculum. PLOS ONE, 10(6), e0128638. https://doi.org/10.1371/journal.pone.0128638 | link |
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| zautra_2015_tmms24 | Trait Meta-Mood Scale-24 (TMMS-24, Spanish), pre/post social-intelligence-curriculum intervention (CC BY 4.0) Zautra EK, Zautra AJ, Ecija Gallardo C, Velasco L (2015). Can We Learn to Treat One Another Better? A Test of a Social Intelligence Curriculum. PLOS ONE, 10(6), e0128638. https://doi.org/10.1371/journal.pone.0128638 | link |
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| zeilinger_2020_emotional_reactions | Emotional reactions to the person in the vignette (pity, anger, discomfort, insecurity, irritation, wish to help), 8 items, 1-7 agreement. 1,046 adults in Austria, Germany and the UK responding to a vignette of a young man with mild intellectual disability, shown with or without the diagnostic label. Covariates: country, vignette condition, age, gender, education, contact with people with ID. (CC BY 4.0) Zeilinger EL, Stiehl KAM, Bagnall H, Scior K (2020) Intellectual disability literacy and its connection to stigma: A multinational comparison study in three European countries. PLoS ONE 15(10): e0239936. https://doi.org/10.1371/journal.pone.0239936 | link |
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| zeilinger_2020_idls_causes | Intellectual Disability Literacy Scale, causal beliefs, 22 items, 1 disagree strongly to 7 agree strongly. 1,046 adults in Austria, Germany and the UK responding to a vignette of a young man with mild intellectual disability, shown with or without the diagnostic label. Covariates: country, vignette condition, age, gender, education, contact with people with ID. (CC BY 4.0) Zeilinger EL, Stiehl KAM, Bagnall H, Scior K (2020) Intellectual disability literacy and its connection to stigma: A multinational comparison study in three European countries. PLoS ONE 15(10): e0239936. https://doi.org/10.1371/journal.pone.0239936 | link |
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| zeilinger_2020_idls_interventions | Intellectual Disability Literacy Scale, beliefs about helpful interventions, 22 items, 1-7 agreement. 1,046 adults in Austria, Germany and the UK responding to a vignette of a young man with mild intellectual disability, shown with or without the diagnostic label. Covariates: country, vignette condition, age, gender, education, contact with people with ID. (CC BY 4.0) Zeilinger EL, Stiehl KAM, Bagnall H, Scior K (2020) Intellectual disability literacy and its connection to stigma: A multinational comparison study in three European countries. PLoS ONE 15(10): e0239936. https://doi.org/10.1371/journal.pone.0239936 | link |
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| zeilinger_2020_social_distance | Social distance toward the person in the vignette (neighbour, evening, work, friend, marry into family), 5 items, 1-7 agreement, stored as answered. 1,046 adults in Austria, Germany and the UK responding to a vignette of a young man with mild intellectual disability, shown with or without the diagnostic label. Covariates: country, vignette condition, age, gender, education, contact with people with ID. (CC BY 4.0) Zeilinger EL, Stiehl KAM, Bagnall H, Scior K (2020) Intellectual disability literacy and its connection to stigma: A multinational comparison study in three European countries. PLoS ONE 15(10): e0239936. https://doi.org/10.1371/journal.pone.0239936 | link |
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| zeng_2016_las | Love Attitudes Scale short form (Chinese), 22 items as deposited (eros, ludus, storge, pragma, mania, agape), 1-5. 389 students at 10 Beijing universities; EM-imputed cells in the deposit dropped. Covariates: gender, year of study. (CC BY 4.0) Zeng X, Pan Y, Zhou H, Yu S, Liu X (2016) Exploring Different Patterns of Love Attitudes among Chinese College Students. PLoS ONE 11(11): e0166410. https://doi.org/10.1371/journal.pone.0166410 | link |
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| zeng_2016_neo_deliberation | NEO PI-R facet C6 deliberation (Chinese), 8 items, 1-5, reverse-keyed items as answered. 389 students at 10 Beijing universities; EM-imputed cells in the deposit dropped. Covariates: gender, year of study. (CC BY 4.0) Zeng X, Pan Y, Zhou H, Yu S, Liu X (2016) Exploring Different Patterns of Love Attitudes among Chinese College Students. PLoS ONE 11(11): e0166410. https://doi.org/10.1371/journal.pone.0166410 | link |
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| zeng_2016_neo_dutifulness | NEO PI-R facet C3 dutifulness (Chinese), 8 items, 1-5, reverse-keyed items as answered. 389 students at 10 Beijing universities; EM-imputed cells in the deposit dropped. Covariates: gender, year of study. (CC BY 4.0) Zeng X, Pan Y, Zhou H, Yu S, Liu X (2016) Exploring Different Patterns of Love Attitudes among Chinese College Students. PLoS ONE 11(11): e0166410. https://doi.org/10.1371/journal.pone.0166410 | link |
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| zeng_2016_neo_self_discipline | NEO PI-R facet C5 self-discipline (Chinese), 8 items, 1-5, reverse-keyed items as answered. 389 students at 10 Beijing universities; EM-imputed cells in the deposit dropped. Covariates: gender, year of study. (CC BY 4.0) Zeng X, Pan Y, Zhou H, Yu S, Liu X (2016) Exploring Different Patterns of Love Attitudes among Chinese College Students. PLoS ONE 11(11): e0166410. https://doi.org/10.1371/journal.pone.0166410 | link |
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| zeng_2016_sas | Multidimensionality of Sexual Attitudes (Chinese), 21 items, 1-5. 389 students at 10 Beijing universities; EM-imputed cells in the deposit dropped. Covariates: gender, year of study. (CC BY 4.0) Zeng X, Pan Y, Zhou H, Yu S, Liu X (2016) Exploring Different Patterns of Love Attitudes among Chinese College Students. PLoS ONE 11(11): e0166410. https://doi.org/10.1371/journal.pone.0166410 | link |
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| zeng_2022_academic_burnout | Adolescent academic burnout (21 items: inefficiency, emotional exhaustion, teacher-student alienation, physical exhaustion), 1-5; 941 adolescents in the Wenchuan area, China, during COVID-19; cov_gender, cov_academic_stage (codes). (CC BY 4.0) Zeng, Z., Wang, X., Chen, Q., Gou, Y., & Yuan, X. (2022). Core belief challenge moderated the relationship between posttraumatic growth and adolescent academic burnout in Wenchuan area during the COVID-19 pandemic. Frontiers in Psychology, 13, 1005176. | link |
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| zeng_2022_core_beliefs | Core Beliefs Inventory (9 items), 0-5; 941 adolescents in the Wenchuan area, China, during COVID-19; cov_gender, cov_academic_stage (codes). (CC BY 4.0) Zeng, Z., Wang, X., Chen, Q., Gou, Y., & Yuan, X. (2022). Core belief challenge moderated the relationship between posttraumatic growth and adolescent academic burnout in Wenchuan area during the COVID-19 pandemic. Frontiers in Psychology, 13, 1005176. | link |
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| zeng_2022_ptgi | Posttraumatic Growth Inventory, 22-item Chinese revision, 0-5; 941 adolescents in the Wenchuan area, China, during COVID-19; cov_gender, cov_academic_stage (codes). (CC BY 4.0) Zeng, Z., Wang, X., Chen, Q., Gou, Y., & Yuan, X. (2022). Core belief challenge moderated the relationship between posttraumatic growth and adolescent academic burnout in Wenchuan area during the COVID-19 pandemic. Frontiers in Psychology, 13, 1005176. | link |
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| zeng_2025_academic_buoyancy_cfa | Academic buoyancy scale, Chinese EFL learners, CFA sample (21-item retained subset), 1-5 Likert, N=423 (CC BY 4.0) Zeng, T., & Zhong, K. (2025). Overlap or breakthrough? Exploration of the academic buoyancy structure in Chinese EFL learners. PLOS ONE. | link |
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| zeng_2025_academic_buoyancy_efa | Academic buoyancy scale, Chinese EFL learners, EFA sample, 32 items, 1-5 Likert, N=209 (CC BY 4.0) Zeng, T., & Zhong, K. (2025). Overlap or breakthrough? Exploration of the academic buoyancy structure in Chinese EFL learners. PLOS ONE. | link |
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| zeng_2025_adoption_flipped | Adoption of flipped learning, 5 items on a 1-5 agreement scale, answered by 353 Chinese university students. Covariates: cov_gender, cov_grade, cov_flipped_experience, cov_selfstudy_hours. (CC BY-SA 4.0) Zeng, Y., & Zhang, Y. (2025). online learning readiness and attitude towards flipped learning on adoption of flipped learning [Dataset]. Zenodo. | link |
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| zeng_2025_attitude_flipped | Attitude towards flipped learning, 11 items on a 1-5 agreement scale, answered by 353 Chinese university students. Covariates: cov_gender, cov_grade, cov_flipped_experience, cov_selfstudy_hours. (CC BY-SA 4.0) Zeng, Y., & Zhang, Y. (2025). online learning readiness and attitude towards flipped learning on adoption of flipped learning [Dataset]. Zenodo. | link |
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| zeng_2025_megaproject_ecm | 15-item satisfaction with environmental compensation mechanism (SECM) scale, 5-point Likert, same survey as zeng_2025_megaproject_msr (CC BY 4.0) Zeng Z, Shen Y, Yang J, Hengsadeekul T (2025) The impact of international megaproject social responsibility on satisfaction with the environmental compensation mechanism: The role of stakeholder participation. PLoS ONE 20(10): e0334291. | link |
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| zeng_2025_megaproject_msr | 39-item megaproject social responsibility (MSR) scale, 5-point Likert, from a survey of stakeholders on Chinese-led international megaprojects in Thailand (CC BY 4.0) Zeng Z, Shen Y, Yang J, Hengsadeekul T (2025) The impact of international megaproject social responsibility on satisfaction with the environmental compensation mechanism: The role of stakeholder participation. PLoS ONE 20(10): e0334291. | link |
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| zeng_2025_megaproject_seap | 11-item stakeholder environmental activities participation (SEAP) scale, 5-point Likert, same survey as zeng_2025_megaproject_msr (CC BY 4.0) Zeng Z, Shen Y, Yang J, Hengsadeekul T (2025) The impact of international megaproject social responsibility on satisfaction with the environmental compensation mechanism: The role of stakeholder participation. PLoS ONE 20(10): e0334291. | link |
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| zeng_2025_motivation_for_learning | Motivation for learning online, 8 items on a 1-5 agreement scale, answered by 353 Chinese university students. Covariates: cov_gender, cov_grade, cov_flipped_experience, cov_selfstudy_hours. (CC BY-SA 4.0) Zeng, Y., & Zhang, Y. (2025). online learning readiness and attitude towards flipped learning on adoption of flipped learning [Dataset]. Zenodo. | link |
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| zeng_2025_online_comm_self_efficacy | Online communication self-efficacy, 5 items on a 1-5 agreement scale, answered by 353 Chinese university students. Covariates: cov_gender, cov_grade, cov_flipped_experience, cov_selfstudy_hours. (CC BY-SA 4.0) Zeng, Y., & Zhang, Y. (2025). online learning readiness and attitude towards flipped learning on adoption of flipped learning [Dataset]. Zenodo. | link |
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| zeng_2025_self_directed_learning | Self-directed learning, 8 items on a 1-5 agreement scale, answered by 353 Chinese university students. Covariates: cov_gender, cov_grade, cov_flipped_experience, cov_selfstudy_hours. (CC BY-SA 4.0) Zeng, Y., & Zhang, Y. (2025). online learning readiness and attitude towards flipped learning on adoption of flipped learning [Dataset]. Zenodo. | link |
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| zeng_2025_technology_readiness | Technology readiness for online learning, 7 items on a 1-5 agreement scale, answered by 353 Chinese university students. Covariates: cov_gender, cov_grade, cov_flipped_experience, cov_selfstudy_hours. (CC BY-SA 4.0) Zeng, Y., & Zhang, Y. (2025). online learning readiness and attitude towards flipped learning on adoption of flipped learning [Dataset]. Zenodo. | link |
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| zeng_2026_foreign_social_media conjoint · source = "conj" |
US adult online respondents compared pairs of hypothetical foreign social media apps varying in reciprocity, moderation policy, privacy, employment effect, ownership, risks to corporate and military interests, target audience and home-country regime, choosing which app they would most support the U.S. government banning and rating support for banning each. 1,494 respondents, 6 tasks plus a swapped repeat of task 1, 2 profiles. (CC0 1.0) Zeng, K., Raess, D., & Musgrave, P. (2026). Friending or blocking? U.S. public attitudes toward restricting foreign social media apps. International Studies Quarterly. | link |
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| zeng_2026_gai_exploitation | GAI-assisted learning: Exploitation Behavior subscale (5 items 7-pt Likert Strongly disagree-Strongly agree) N=207 Chinese university students/staff (CC BY 4.0) Zeng Y, Kang J, Piaw CY (2026) Behavioral mechanisms and learning outcomes of University Students' GAI-assisted learning in human-AI collaboration. PLOS ONE. | link |
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| zeng_2026_gai_exploration | GAI-assisted learning: Exploration Behavior subscale (5 items 7-pt Likert Strongly disagree-Strongly agree) N=207 Chinese university students/staff (CC BY 4.0) Zeng Y, Kang J, Piaw CY (2026) Behavioral mechanisms and learning outcomes of University Students' GAI-assisted learning in human-AI collaboration. PLOS ONE. | link |
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| zeng_2026_gai_inst_support | GAI-assisted learning: Institutional Support subscale (5 items 7-pt Likert Strongly disagree-Strongly agree) N=207 Chinese university students/staff (CC BY 4.0) Zeng Y, Kang J, Piaw CY (2026) Behavioral mechanisms and learning outcomes of University Students' GAI-assisted learning in human-AI collaboration. PLOS ONE. | link |
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| zeng_2026_gai_learning_effect | GAI-assisted learning: Learning Effect (outcome) subscale (5 items 7-pt Likert Strongly disagree-Strongly agree) N=207 Chinese university students/staff (CC BY 4.0) Zeng Y, Kang J, Piaw CY (2026) Behavioral mechanisms and learning outcomes of University Students' GAI-assisted learning in human-AI collaboration. PLOS ONE. | link |
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| zeng_2026_gai_role_adapt | GAI-assisted learning: Role Adaptation subscale (5 items 7-pt Likert Strongly disagree-Strongly agree) N=207 Chinese university students/staff (CC BY 4.0) Zeng Y, Kang J, Piaw CY (2026) Behavioral mechanisms and learning outcomes of University Students' GAI-assisted learning in human-AI collaboration. PLOS ONE. | link |
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| zeng_2026_gai_self_efficacy | GAI-assisted learning: Self-Efficacy subscale (5 items 7-pt Likert Strongly disagree-Strongly agree) N=207 Chinese university students/staff (CC BY 4.0) Zeng Y, Kang J, Piaw CY (2026) Behavioral mechanisms and learning outcomes of University Students' GAI-assisted learning in human-AI collaboration. PLOS ONE. | link |
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| zeng_2026_gai_ttf | GAI-assisted learning: Task-Technology Fit subscale (5 items 7-pt Likert Strongly disagree-Strongly agree) N=207 Chinese university students/staff (CC BY 4.0) Zeng Y, Kang J, Piaw CY (2026) Behavioral mechanisms and learning outcomes of University Students' GAI-assisted learning in human-AI collaboration. PLOS ONE. | link |
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| zhang-eye-2022 | Using A Multi-Strategy Eye-Tracking Psychometric Model to Measure Intelligence and Identify Cognitive Strategy in Raven’s Advanced Progressive Matrices (CC BY 4.0) NA | link |
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| zhang_2015_earthquake_exposure | Earthquake-related experiences (nearly hit, injured, witnessed injury or burial, lost family, anxiety about family, not at peace), 8 items, 1 yes / 0 no. 3,053 pupils aged 8-19 in 21 primary and secondary schools of Baoxing County, China, three months after the 2013 Lushan earthquake. Covariates: gender, age, ethnicity. (CC BY 4.0) Zhang Y, Zhang J, Zhu S, Du C, Zhang W (2015) Prevalence and Predictors of Somatic Symptoms among Child and Adolescents with Probable Posttraumatic Stress Disorder: A Cross-Sectional Study Conducted in 21 Primary and Secondary Schools after an Earthquake. PLoS ONE 10(9): e0137101. https://doi.org/10.1371/journal.pone.0137101 | link |
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| zhang_2015_phq13 | PHQ-15 somatic symptoms without the menstrual and sexuality items (PHQ-13), 13 items, 0 not bothered, 1 a little, 2 a lot. 3,053 pupils aged 8-19 in 21 primary and secondary schools of Baoxing County, China, three months after the 2013 Lushan earthquake. Covariates: gender, age, ethnicity. (CC BY 4.0) Zhang Y, Zhang J, Zhu S, Du C, Zhang W (2015) Prevalence and Predictors of Somatic Symptoms among Child and Adolescents with Probable Posttraumatic Stress Disorder: A Cross-Sectional Study Conducted in 21 Primary and Secondary Schools after an Earthquake. PLoS ONE 10(9): e0137101. https://doi.org/10.1371/journal.pone.0137101 | link |
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| zhang_2019_bfi10 | BFI-10 (10 items, 1-5) for 256 Chinese university students. (CC BY 4.0) Zhang, X., Wang, M.-C., He, L., Jie, L., & Deng, J. (2019). The development and psychometric evaluation of the Chinese Big Five Personality Inventory-15. PLOS ONE, 14(8), e0221621. https://doi.org/10.1371/journal.pone.0221621 | link |
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| zhang_2019_bis_brief | BIS-Brief impulsiveness (8 items, 1-4) for 256 Chinese university students. (CC BY 4.0) Zhang, X., Wang, M.-C., He, L., Jie, L., & Deng, J. (2019). The development and psychometric evaluation of the Chinese Big Five Personality Inventory-15. PLOS ONE, 14(8), e0221621. https://doi.org/10.1371/journal.pone.0221621 | link |
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| zhang_2019_cbfpi_b | Chinese Big Five Personality Inventory Brief Version (CBF-PI-B, 40 items, 1-6) for 10,728 Chinese adults tested online and 256 Guangzhou university students (cov_study). (CC BY 4.0) Zhang, X., Wang, M.-C., He, L., Jie, L., & Deng, J. (2019). The development and psychometric evaluation of the Chinese Big Five Personality Inventory-15. PLOS ONE, 14(8), e0221621. https://doi.org/10.1371/journal.pone.0221621 | link |
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| zhang_2019_gad7 | GAD-7 anxiety (7 items, 1-4) for 254 Chinese university students. (CC BY 4.0) Zhang, X., Wang, M.-C., He, L., Jie, L., & Deng, J. (2019). The development and psychometric evaluation of the Chinese Big Five Personality Inventory-15. PLOS ONE, 14(8), e0221621. https://doi.org/10.1371/journal.pone.0221621 | link |
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| zhang_2019_mini_ipip | Mini-IPIP (20 items, 1-5) for 256 Chinese university students. (CC BY 4.0) Zhang, X., Wang, M.-C., He, L., Jie, L., & Deng, J. (2019). The development and psychometric evaluation of the Chinese Big Five Personality Inventory-15. PLOS ONE, 14(8), e0221621. https://doi.org/10.1371/journal.pone.0221621 | link |
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| zhang_2019_phq9 | PHQ-9 depression (9 items, 1-4) for 256 Chinese university students. (CC BY 4.0) Zhang, X., Wang, M.-C., He, L., Jie, L., & Deng, J. (2019). The development and psychometric evaluation of the Chinese Big Five Personality Inventory-15. PLOS ONE, 14(8), e0221621. https://doi.org/10.1371/journal.pone.0221621 | link |
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| zhang_2020_contact_tracing_app conjoint · source = "conj" |
US Lucid respondents (June 2020) each read one short news article about a hypothetical COVID-19 contact-tracing app whose developer, name, technology, required uptake, data storage and expiry were randomized, then rated how likely they were to download it and report a positive test, its likely consequences, data-protection confidence and five statements about requiring it. 2,035 respondents. (CC0 1.0) Zhang, B., Kreps, S., McMurry, N., & McCain, R. M. (2020). Americans' perceptions of privacy and surveillance in the COVID-19 pandemic. PLOS ONE, 15(12), e0242652. | link |
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| zhang_2020_trait_creativity_mood | Experience-sampling creativity/mood ratings, 12 items, N=54 (CC BY 4.0) Zhang, M., et al. (2020). Individual differences in trait creativity moderate the state-level mood-creativity relationship. PLOS ONE. | link |
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| zhang_2021_cyber_aggression | Cyber-aggression, 15 items, 1-4; N = 1,903 Chinese youths aged 14-35 (heavily floored). (CC BY 4.0) Zhang, Y., Chen, C., Teng, Z., & Guo, C. (2021). Parenting style and cyber-aggression in Chinese youth: The role of moral disengagement and moral identity. Frontiers in Psychology, 12, 621878. https://doi.org/10.3389/fpsyg.2021.621878 | link |
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| zhang_2021_moral_disengagement | Moral disengagement, 32 items, 1-5; N = 1,910 Chinese youths aged 14-35. (CC BY 4.0) Zhang, Y., Chen, C., Teng, Z., & Guo, C. (2021). Parenting style and cyber-aggression in Chinese youth: The role of moral disengagement and moral identity. Frontiers in Psychology, 12, 621878. https://doi.org/10.3389/fpsyg.2021.621878 | link |
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| zhang_2021_moral_identity | Moral identity, 10 items, 1-5; N = 1,914 Chinese youths aged 14-35. (CC BY 4.0) Zhang, Y., Chen, C., Teng, Z., & Guo, C. (2021). Parenting style and cyber-aggression in Chinese youth: The role of moral disengagement and moral identity. Frontiers in Psychology, 12, 621878. https://doi.org/10.3389/fpsyg.2021.621878 | link |
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| zhang_2021_parenting_style | Parenting style (s-EMBU), 42 items, 1-4; N = 1,902 Chinese youths aged 14-35; father/mother assignment of the 42 columns not documented. (CC BY 4.0) Zhang, Y., Chen, C., Teng, Z., & Guo, C. (2021). Parenting style and cyber-aggression in Chinese youth: The role of moral disengagement and moral identity. Frontiers in Psychology, 12, 621878. https://doi.org/10.3389/fpsyg.2021.621878 | link |
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| zhang_2023_coping_appraisal | Current male smokers in China: PMT coping appraisal (response efficacy, self-efficacy, response costs), 9 items, 1-7; N = 488; cov_age_group, cov_education, cov_resident, cov_occupation, cov_chronic_disease, cov_cigarettes_per_day. (CC BY 4.0) Zhang, Liu, Li, Yuan, et al. (2023). How do self-exempt beliefs affect intentions to quit smoking? An exploration of the mediating role of threat appraisal and coping appraisal. Frontiers in Psychology, 14, 1260561. https://doi.org/10.3389/fpsyg.2023.1260561 | link |
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| zhang_2023_quit_intention | Current male smokers in China: intention to quit smoking (IQS), 4 items, 1-5; N = 488; cov_age_group, cov_education, cov_resident, cov_occupation, cov_chronic_disease, cov_cigarettes_per_day. (CC BY 4.0) Zhang, Liu, Li, Yuan, et al. (2023). How do self-exempt beliefs affect intentions to quit smoking? An exploration of the mediating role of threat appraisal and coping appraisal. Frontiers in Psychology, 14, 1260561. https://doi.org/10.3389/fpsyg.2023.1260561 | link |
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| zhang_2023_self_exempt | Current male smokers in China: smoking self-exempt beliefs (skeptic, bulletproof, worth-it, jungle), 17 items, 1-7; N = 488; cov_age_group, cov_education, cov_resident, cov_occupation, cov_chronic_disease, cov_cigarettes_per_day. (CC BY 4.0) Zhang, Liu, Li, Yuan, et al. (2023). How do self-exempt beliefs affect intentions to quit smoking? An exploration of the mediating role of threat appraisal and coping appraisal. Frontiers in Psychology, 14, 1260561. https://doi.org/10.3389/fpsyg.2023.1260561 | link |
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| zhang_2023_threat_appraisal | Current male smokers in China: PMT threat appraisal (severity, vulnerability, intrinsic and extrinsic rewards), 12 items, 1-7; N = 488; cov_age_group, cov_education, cov_resident, cov_occupation, cov_chronic_disease, cov_cigarettes_per_day. (CC BY 4.0) Zhang, Liu, Li, Yuan, et al. (2023). How do self-exempt beliefs affect intentions to quit smoking? An exploration of the mediating role of threat appraisal and coping appraisal. Frontiers in Psychology, 14, 1260561. https://doi.org/10.3389/fpsyg.2023.1260561 | link |
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| zhang_2024_attractiveness | 4-item streamer-attractiveness scale (1-5 Likert), TikTok live-streaming gift-giving study (CC BY 4.0) Zhang Z, Liu F (2024) Gift-giving intentions in pan-entertainment live streaming: Based on social exchange theory. PLOS ONE 19(2): e0296908. | link |
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| zhang_2024_bureaucrat_cooperation conjoint · source = "conj" |
1,600 Chinese online respondents each chose between and rated two public servants in three scenarios (traffic stop, subway ID check, government service hall), varying sex, age, accent and whether they wore a Communist Party badge. Outcomes: forced choice and two 1-10 ratings (willingness to cooperate, would protect my interests). (CC0 1.0) Zhang, Y., & Wang, H. (2024). Symbolic bureaucratic representation and client cooperation: Experimental insights from four daily public service scenarios in China. Public Administration. | link |
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| zhang_2024_expertise | 3-item streamer-expertise scale (1-5 Likert), TikTok live-streaming gift-giving study (CC BY 4.0) Zhang Z, Liu F (2024) Gift-giving intentions in pan-entertainment live streaming: Based on social exchange theory. PLOS ONE 19(2): e0296908. | link |
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| zhang_2024_ftcd | Fagerstrom Test for Cigarette Dependence (FTCD/FTND), 6 items scored 0-3 (ND1, ND4) or 0-1 (others), adult male smokers in Guiyang, China. 3,696 responses from 616 respondents on 6 items. (CC BY 4.0) Zhang D, Chen WJ, Meng XX, Zhao X, Liu RH, Tian HY (2024). Breaking down barriers: rationalisations and motivation to stop among Chinese male smokers under cigarette dependence. BMC Public Health, 24, 1812. https://doi.org/10.1186/s12889-024-19295-y | link |
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| zhang_2024_gift_intention | 3-item gift-giving-intention scale (1-5 Likert), TikTok live-streaming gift-giving study (CC BY 4.0) Zhang Z, Liu F (2024) Gift-giving intentions in pan-entertainment live streaming: Based on social exchange theory. PLOS ONE 19(2): e0296908. | link |
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| zhang_2024_hotline_operator conjoint · source = "conj" |
1,600 Chinese online respondents chose between and rated two 12345 government-hotline operators, varying sex, apparent age (sounds young / older), accent and whether the operator was a human or an AI chatbot. Outcomes: forced choice and two 1-10 ratings. (CC0 1.0) Zhang, Y., & Wang, H. (2024). Symbolic bureaucratic representation and client cooperation: Experimental insights from four daily public service scenarios in China. Public Administration. | link |
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| zhang_2024_parasocial | 3-item parasocial-interaction scale (1-5 Likert), TikTok live-streaming gift-giving study (CC BY 4.0) Zhang Z, Liu F (2024) Gift-giving intentions in pan-entertainment live streaming: Based on social exchange theory. PLOS ONE 19(2): e0296908. | link |
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| zhang_2024_smoking_rationalisation | Chinese Male Smoking Rationalisation Scale (Huang et al., 2020), 26 items in six subscales on a 1-5 agreement scale, adult male smokers in Guiyang, China. 16,016 responses from 616 respondents on 26 items. (CC BY 4.0) Zhang D, Chen WJ, Meng XX, Zhao X, Liu RH, Tian HY (2024). Breaking down barriers: rationalisations and motivation to stop among Chinese male smokers under cigarette dependence. BMC Public Health, 24, 1812. https://doi.org/10.1186/s12889-024-19295-y | link |
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| zhang_2024_streamer_dsp | 4-item streamer deceptive self-presentation scale (1-5 Likert), TikTok live-streaming gift-giving study (CC BY 4.0) Zhang Z, Liu F (2024) Gift-giving intentions in pan-entertainment live streaming: Based on social exchange theory. PLOS ONE 19(2): e0296908. | link |
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| zhang_2024_viewer_dsp | 6-item viewer deceptive self-presentation scale (1-5 Likert), TikTok live-streaming gift-giving study (CC BY 4.0) Zhang Z, Liu F (2024) Gift-giving intentions in pan-entertainment live streaming: Based on social exchange theory. PLOS ONE 19(2): e0296908. | link |
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| zhang_2024_volunteer_projects conjoint · source = "conj" |
Chinese respondents chose between two hypothetical volunteer projects in each of 6 paired tasks, with 8 randomized attributes (schedule, training, compensation, contact with beneficiaries, Communist Party branch, objective, disclosure, slogan). 658 respondents; one forced choice per task. (CC0 1.0) Zhang, R. (2024). Volunteer participation preferences [Data set]. Harvard Dataverse. | link |
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| zhang_2025_aaq | Attitudes to Ageing Questionnaire (AAQ), the Chinese revision of Huang, Wang, Liu & Laidlaw (2010): 24 items on a 5-point Likert scale across Psychological Growth, Physical Change and Psychosocial Loss. 1,117 community-dwelling adults aged 60-102 in Longgang, Shenzhen, China, surveyed July-August 2022 by stratified cluster sampling. THE VALUES ARE ALREADY REVERSE-ADJUSTED: the Psychosocial Loss items are reverse scored per the paper, and the deposit's sheet name states outright that aging attitudes have already been adjusted. For those items resp is therefore the authors' direction-corrected value, NOT the category the respondent selected - a reverse-item analysis of this table would double-reverse them. (CC BY 4.0) Zhang D, Qi Z, Wu L, Mao Y, Wang J, Zhang Y, Wang R, Liu A (2025). Fear of falling and depression in older adults: The mediating role of attitudes toward aging and social networks. PLOS ONE 20(11). | link |
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| zhang_2025_chatgpt_use | ChatGPT Learning Behavior Scale, 8 agreement items (EU1-4 heuristic use, DU1-4 dependent use), 1 strongly disagree - 5 strongly agree; N = 386 college students; cov_gender, cov_grade, cov_major, cov_chatgpt_freq. (CC BY 4.0) Zhang, C. (2025). How Critical Thinking Modulates the Impact of ChatGPT on Deep Learning: Supplementary Materials [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17958610 | link |
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| zhang_2025_child_preliteracy | Child pre-literacy disposition, pre-reading and pre-writing as reported by the parent, 13 items (Q29-Q41), 1-6; N = 503 Chinese kindergarten parents; cov_class, cov_parent_education, cov_family_income. (CC BY 4.0) Zhang, Q. (2025). Effects of Parental Beliefs and Practices on Young Children's Pre-literacy: The Case of Chinese [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14795430 | link |
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| zhang_2025_coercive_pressure | 4-item Coercive Pressure subscale (1-7 Likert) from a survey of institutional pressures on green supply chain integration intention among Chinese manufacturing firms (CC BY 4.0) Zhang B, Zhao S, Shao D, Fan X, Wang S (2025) Institutional pressures and green supply chain integration intention: Evidence from Chinese manufacturing firms. PLoS One 20(5): e0322200. | link |
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| zhang_2025_cognitive_load | Cognitive Load Scale adapted from Leppink et al. (2013) to AI-assisted learning, 8 items (IL1-2 intrinsic, EL1-3 extraneous, GL1-3 germane), 1-5; N = 386 college students; cov_gender, cov_grade, cov_major, cov_chatgpt_freq. (CC BY 4.0) Zhang, C. (2025). How Critical Thinking Modulates the Impact of ChatGPT on Deep Learning: Supplementary Materials [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17958610 | link |
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| zhang_2025_deep_learning | R-SPQ-2F deep approach (Biggs et al. 2001): DM1-3 deep motive, DS1-3 deep strategy, 6 items, 1-5; N = 386 college students; cov_gender, cov_grade, cov_major, cov_chatgpt_freq. (CC BY 4.0) Zhang, C. (2025). How Critical Thinking Modulates the Impact of ChatGPT on Deep Learning: Supplementary Materials [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17958610 | link |
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| zhang_2025_dfp_continuance | Intention to continue using digital fitness platforms. 3 items. 259 Chinese women recruited by snowball sampling online (Keep, WeChat fitness communities) and offline (a running group, a triathlon club, a Pilates and yoga club), March-April 2024. 5-point Likert, 1 strongly disagree to 5 strongly agree; no missing cells. The sample is female by design ('She-economy'), so there is no gender covariate and its absence is not an omission. Three ordered covariates ship, and their codes are PINNED against the paper's published percentages: education 3 = 119 of 259 = 45.95% (bachelor's) and 4 = 105 = 40.54% (postgraduate), frequency 2 = 143 = 55.21% ('occasional' use) -- three exact hits, so the codes ascend and the file is the analysed data. The paper summarises education in three bands where the deposit codes four; the two smallest levels (16 and 19 respondents) were collapsed in the summary. (CC BY 4.0) Zhang K, Yang T, Liu Z, Yi C, Hou Y, Wu T (2025). Effects and functional mechanisms of digital fitness platforms on online fitness payment behavior under the perspective of 'She-economy'. PLOS ONE 20(3): e0319246. | link |
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| zhang_2025_dfp_ease_of_use | Perceived ease of use of digital fitness platforms. 3 items. 259 Chinese women recruited by snowball sampling online (Keep, WeChat fitness communities) and offline (a running group, a triathlon club, a Pilates and yoga club), March-April 2024. 5-point Likert, 1 strongly disagree to 5 strongly agree; no missing cells. The sample is female by design ('She-economy'), so there is no gender covariate and its absence is not an omission. Three ordered covariates ship, and their codes are PINNED against the paper's published percentages: education 3 = 119 of 259 = 45.95% (bachelor's) and 4 = 105 = 40.54% (postgraduate), frequency 2 = 143 = 55.21% ('occasional' use) -- three exact hits, so the codes ascend and the file is the analysed data. The paper summarises education in three bands where the deposit codes four; the two smallest levels (16 and 19 respondents) were collapsed in the summary. (CC BY 4.0) Zhang K, Yang T, Liu Z, Yi C, Hou Y, Wu T (2025). Effects and functional mechanisms of digital fitness platforms on online fitness payment behavior under the perspective of 'She-economy'. PLOS ONE 20(3): e0319246. | link |
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| zhang_2025_dfp_enjoyment | Perceived enjoyment of digital fitness platforms. 4 items. 259 Chinese women recruited by snowball sampling online (Keep, WeChat fitness communities) and offline (a running group, a triathlon club, a Pilates and yoga club), March-April 2024. 5-point Likert, 1 strongly disagree to 5 strongly agree; no missing cells. The sample is female by design ('She-economy'), so there is no gender covariate and its absence is not an omission. Three ordered covariates ship, and their codes are PINNED against the paper's published percentages: education 3 = 119 of 259 = 45.95% (bachelor's) and 4 = 105 = 40.54% (postgraduate), frequency 2 = 143 = 55.21% ('occasional' use) -- three exact hits, so the codes ascend and the file is the analysed data. The paper summarises education in three bands where the deposit codes four; the two smallest levels (16 and 19 respondents) were collapsed in the summary. (CC BY 4.0) Zhang K, Yang T, Liu Z, Yi C, Hou Y, Wu T (2025). Effects and functional mechanisms of digital fitness platforms on online fitness payment behavior under the perspective of 'She-economy'. PLOS ONE 20(3): e0319246. | link |
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| zhang_2025_dfp_payment_behavior | Online fitness payment behaviour. 3 items. 259 Chinese women recruited by snowball sampling online (Keep, WeChat fitness communities) and offline (a running group, a triathlon club, a Pilates and yoga club), March-April 2024. 5-point Likert, 1 strongly disagree to 5 strongly agree; no missing cells. The sample is female by design ('She-economy'), so there is no gender covariate and its absence is not an omission. Three ordered covariates ship, and their codes are PINNED against the paper's published percentages: education 3 = 119 of 259 = 45.95% (bachelor's) and 4 = 105 = 40.54% (postgraduate), frequency 2 = 143 = 55.21% ('occasional' use) -- three exact hits, so the codes ascend and the file is the analysed data. The paper summarises education in three bands where the deposit codes four; the two smallest levels (16 and 19 respondents) were collapsed in the summary. (CC BY 4.0) Zhang K, Yang T, Liu Z, Yi C, Hou Y, Wu T (2025). Effects and functional mechanisms of digital fitness platforms on online fitness payment behavior under the perspective of 'She-economy'. PLOS ONE 20(3): e0319246. | link |
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| zhang_2025_dfp_usefulness | Perceived usefulness of digital fitness platforms. 3 items. 259 Chinese women recruited by snowball sampling online (Keep, WeChat fitness communities) and offline (a running group, a triathlon club, a Pilates and yoga club), March-April 2024. 5-point Likert, 1 strongly disagree to 5 strongly agree; no missing cells. The sample is female by design ('She-economy'), so there is no gender covariate and its absence is not an omission. Three ordered covariates ship, and their codes are PINNED against the paper's published percentages: education 3 = 119 of 259 = 45.95% (bachelor's) and 4 = 105 = 40.54% (postgraduate), frequency 2 = 143 = 55.21% ('occasional' use) -- three exact hits, so the codes ascend and the file is the analysed data. The paper summarises education in three bands where the deposit codes four; the two smallest levels (16 and 19 respondents) were collapsed in the summary. (CC BY 4.0) Zhang K, Yang T, Liu Z, Yi C, Hou Y, Wu T (2025). Effects and functional mechanisms of digital fitness platforms on online fitness payment behavior under the perspective of 'She-economy'. PLOS ONE 20(3): e0319246. | link |
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| zhang_2025_environ_awareness | 5-item Executives' Environmental Awareness subscale (1-7 Likert), same survey as zhang_2025_coercive_pressure (CC BY 4.0) Zhang B, Zhao S, Shao D, Fan X, Wang S (2025) Institutional pressures and green supply chain integration intention: Evidence from Chinese manufacturing firms. PLoS One 20(5): e0322200. | link |
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| zhang_2025_gds15 | Geriatric Depression Scale-15 (GDS-15): 15 dichotomous items (0/1), higher scores indicating more severe depressive symptoms. 1,117 community-dwelling adults aged 60-102 in Longgang, Shenzhen, China, surveyed July-August 2022 by stratified cluster sampling. Two respondents skipped the entire GDS and are absent from this table (1,115 ids); nobody skipped individual items, so the missingness is whole-scale nonresponse rather than item-level. (CC BY 4.0) Zhang D, Qi Z, Wu L, Mao Y, Wang J, Zhang Y, Wang R, Liu A (2025). Fear of falling and depression in older adults: The mediating role of attitudes toward aging and social networks. PLOS ONE 20(11). | link |
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| zhang_2025_gout_nutrition_literacy | Nutrition literacy scale for Chinese gout patients (study-developed), 26 items in five dimensions (belief A1-4, knowledge B1-8, information acquisition C1-4, interaction D1-5, criticism E1-5), 1-5 agreement or frequency, higher = higher literacy. 526 Chinese adults with gout. Covariate: age. (CC BY 4.0) Zhang W, Wang J, Wu Y, et al. (2025). Development and validation of the nutrition literacy scale for Chinese gout patients. PLOS ONE 20(2): e0318259. | link |
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| zhang_2025_green_supply_intent | 5-item Green Supply Chain Integration Intention subscale (1-7 Likert), same survey as zhang_2025_coercive_pressure (CC BY 4.0) Zhang B, Zhao S, Shao D, Fan X, Wang S (2025) Institutional pressures and green supply chain integration intention: Evidence from Chinese manufacturing firms. PLoS One 20(5): e0322200. | link |
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| zhang_2025_grit | 12-item Grit Scale (6 reverse-keyed, stored reversed), 1-5; N = 347 Chinese university students; cov_gender, cov_age, cov_major. (CC0 1.0) Zhang, S. (2025). Replication Data for: The Relationship between Stress-is-enhancing Mindset and Academic Achievement: Evidence from Variable-centered and Person-centered Analyses [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/JU6K33 | link |
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| zhang_2025_learning_engagement | Learning engagement (vigour, dedication, absorption), 17 items, 1-5; N = 347 Chinese university students; cov_gender, cov_age, cov_major. (CC0 1.0) Zhang, S. (2025). Replication Data for: The Relationship between Stress-is-enhancing Mindset and Academic Achievement: Evidence from Variable-centered and Person-centered Analyses [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/JU6K33 | link |
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| zhang_2025_lsns6 | Lubben Social Network Scale-6 (LSNS-6): 6 items on a 6-point scale (0-5) across a family network and a friends network domain, total 0-30. 1,117 community-dwelling adults aged 60-102 in Longgang, Shenzhen, China, surveyed July-August 2022 by stratified cluster sampling. (CC BY 4.0) Zhang D, Qi Z, Wu L, Mao Y, Wang J, Zhang Y, Wang R, Liu A (2025). Fear of falling and depression in older adults: The mediating role of attitudes toward aging and social networks. PLOS ONE 20(11). | link |
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| zhang_2025_mfes | Modified Falls Efficacy Scale (MFES), Chinese version: 14 items (9 indoor activities, 5 outdoor) rated 0 (no confidence) to 10 (complete confidence) on an 11-point scale. 1,117 community-dwelling adults aged 60-102 in Longgang, Shenzhen, China, surveyed July-August 2022 by stratified cluster sampling. (CC BY 4.0) Zhang D, Qi Z, Wu L, Mao Y, Wang J, Zhang Y, Wang R, Liu A (2025). Fear of falling and depression in older adults: The mediating role of attitudes toward aging and social networks. PLOS ONE 20(11). | link |
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| zhang_2025_mslq | MSLQ subscales (Pintrich et al. 1993): CT1-4 critical thinking, IG1-3 intrinsic goal orientation, SE1-3 academic self-efficacy, 10 items, 1-5; N = 386 college students; cov_gender, cov_grade, cov_major, cov_chatgpt_freq. (CC BY 4.0) Zhang, C. (2025). How Critical Thinking Modulates the Impact of ChatGPT on Deep Learning: Supplementary Materials [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17958610 | link |
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| zhang_2025_normative_pressure | 4-item Normative Pressure subscale (1-7 Likert), same survey as zhang_2025_coercive_pressure (CC BY 4.0) Zhang B, Zhao S, Shao D, Fan X, Wang S (2025) Institutional pressures and green supply chain integration intention: Evidence from Chinese manufacturing firms. PLoS One 20(5): e0322200. | link |
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| zhang_2025_parent_literacy_beliefs | Parental literacy expectations, role construction, self-efficacy, teacher communication, home interaction and resources, 25 items (Q4-Q28), 1-6; N = 503 Chinese kindergarten parents; cov_class, cov_parent_education, cov_family_income. (CC BY 4.0) Zhang, Q. (2025). Effects of Parental Beliefs and Practices on Young Children's Pre-literacy: The Case of Chinese [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14795430 | link |
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| zhang_2025_relative_grades | Own scores compared with the class average (overall, academic, moral, sports/arts), 4 items, 1-5; N = 347 Chinese university students; cov_gender, cov_age, cov_major. (CC0 1.0) Zhang, S. (2025). Replication Data for: The Relationship between Stress-is-enhancing Mindset and Academic Achievement: Evidence from Variable-centered and Person-centered Analyses [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/JU6K33 | link |
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| zhang_2025_schisto_attitude | Schistosomiasis attitude judgments, 7 items; 7 items, 0/1 (desirable judgment); 622 sixth-grade pupils in six classes, baseline and post-intervention, three education arms; covariates: cov_timepoint, cov_group, cov_class. (CC BY 4.0) Zhang, J., Lin, D., Hu, F., Li, D., Chen, J., Xie, H., Li, Y., & Ding, S. (2025). Research on health education and health promotion during the process of schistosomiasis elimination III: new approaches for student health education. PLOS Neglected Tropical Diseases, 19(8), e0013388. https://doi.org/10.1371/journal.pntd.0013388 | link |
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| zhang_2025_schisto_knowledge | Schistosomiasis knowledge, 13 items; 13 items, 0/1 (correct); 622 sixth-grade pupils in six classes, baseline and post-intervention, three education arms; covariates: cov_timepoint, cov_group, cov_class. (CC BY 4.0) Zhang, J., Lin, D., Hu, F., Li, D., Chen, J., Xie, H., Li, Y., & Ding, S. (2025). Research on health education and health promotion during the process of schistosomiasis elimination III: new approaches for student health education. PLOS Neglected Tropical Diseases, 19(8), e0013388. https://doi.org/10.1371/journal.pntd.0013388 | link |
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| zhang_2025_schisto_practice | Schistosomiasis prevention practices, 7 items; 7 items, 0/1 (desirable practice); 622 sixth-grade pupils in six classes, baseline and post-intervention, three education arms; covariates: cov_timepoint, cov_group, cov_class. (CC BY 4.0) Zhang, J., Lin, D., Hu, F., Li, D., Chen, J., Xie, H., Li, Y., & Ding, S. (2025). Research on health education and health promotion during the process of schistosomiasis elimination III: new approaches for student health education. PLOS Neglected Tropical Diseases, 19(8), e0013388. https://doi.org/10.1371/journal.pntd.0013388 | link |
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| zhang_2025_self_efficacy | 5-item Executives' Self-Efficacy subscale (1-7 Likert), same survey as zhang_2025_coercive_pressure (CC BY 4.0) Zhang B, Zhao S, Shao D, Fan X, Wang S (2025) Institutional pressures and green supply chain integration intention: Evidence from Chinese manufacturing firms. PLoS One 20(5): e0322200. | link |
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| zhang_2025_stress_mindset | Stress mindset, 8 items (4 reverse-keyed, stored reversed), 1-5; N = 347 Chinese university students; cov_gender, cov_age, cov_major. (CC0 1.0) Zhang, S. (2025). Replication Data for: The Relationship between Stress-is-enhancing Mindset and Academic Achievement: Evidence from Variable-centered and Person-centered Analyses [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/JU6K33 | link |
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| zhang_2025_study_performance | Self-rated study performance, 15 items, 1-5; N = 347 Chinese university students; cov_gender, cov_age, cov_major. (CC0 1.0) Zhang, S. (2025). Replication Data for: The Relationship between Stress-is-enhancing Mindset and Academic Achievement: Evidence from Variable-centered and Person-centered Analyses [Data set]. Harvard Dataverse. https://doi.org/10.7910/DVN/JU6K33 | link |
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| zhang_2026_ai_companion | Emotional companion AI user experience survey, 27 statements (attachment, satisfaction, loyalty, emotional benefit, trust, AI anxiety, privacy, algorithm awareness), 1-5; N = 615 users of a conversational AI (2025); cov_gender, cov_age_group, cov_education, cov_field, cov_region, cov_ai_product. (CC BY 4.0) Zhang, Z. (2026). DATA BASE Emotional Companion AI User Experience and Behavior Survey Questionnaire [Data set]. figshare. https://doi.org/10.6084/m9.figshare.32576487.v1 | link |
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| zhang_2026_bfi2_compassion | BFI-2 compassion facet (4 items), 1-5 agreement. US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_bfi2_neuroticism | BFI-2 neuroticism items (3), 1-5 agreement. US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_bfi2_respect | BFI-2 respectfulness facet (4 items), 1-5 agreement. US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_bfi2_responsibility | BFI-2 responsibility facet (4 items), 1-5 agreement. US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_courage | Moral courage items (5), 1 (very much unlike me) to 4 (very much like me). US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_ecological_values | Ecological values, 4 items, 1-7; tourists. 1016 respondents x 4 items = 4064 responses. (CC BY 4.0) Zhang, S. (2026). Ecosystem Services and Well-being [Data set]. Mendeley Data. https://doi.org/10.17632/62rjwfhm6j | link |
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| zhang_2026_ecosystem_services | Perceived ecosystem services, 12 items, 1-7; tourists. 1016 respondents x 12 items = 12192 responses. (CC BY 4.0) Zhang, S. (2026). Ecosystem Services and Well-being [Data set]. Mendeley Data. https://doi.org/10.17632/62rjwfhm6j | link |
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| zhang_2026_episode_affect | Episode-level happiness, social connection and meaning, 1 (not at all) to 7 (extremely); repeated over diary episodes (wave = episode order). US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_healthy_attitude | Healthy attitude, 4 items, 1-7; tourists. 1016 respondents x 4 items = 4064 responses. (CC BY 4.0) Zhang, S. (2026). Ecosystem Services and Well-being [Data set]. Mendeley Data. https://doi.org/10.17632/62rjwfhm6j | link |
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| zhang_2026_hexaco_modesty | HEXACO Modesty items (4), 1-5 agreement. US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_ipip_fairness | IPIP Fairness scale (4 items), 1 (does not apply at all) to 5 (applies completely). US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_ipip_forgiveness | IPIP Forgiveness scale (4 items), 1 (does not apply at all) to 5 (applies completely). US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_ipip_gratitude | IPIP Gratitude scale (4 items), 1 (does not apply at all) to 5 (applies completely). US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_ipip_patience | IPIP Patience scale (4 items), 1 (does not apply at all) to 5 (applies completely). US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_mcq_loyalty | Moral Character Questionnaire loyalty items (4), 1-5 agreement. US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_mcq_morality | Moral Character Questionnaire general morality items (4), 1-5 agreement. US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_moral_attentiveness | Moral Attentiveness scale (Reynolds 2008), 12 items, 1-7 agreement. US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_pe_burnout | Job burnout, 15 items in three dimensions (SJ 5, TD 4, CJ 6), 1-7; N = 560 Chinese physical-education teachers; cov_gender, cov_age, cov_ethnicity, cov_education, cov_region, cov_teaching_years, cov_school, cov_title. (CC BY 4.0) Zhang, L. (2026). Three Dimensions of Teachers' Job Burnout. figshare. https://doi.org/10.6084/m9.figshare.33113030 | link |
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| zhang_2026_pe_identity | Professional identity, 18 items (role values 6, occupational behavioural tendency 5, occupational values 4, occupational belonging 3), 1-5; N = 560; same covariates. (CC BY 4.0) Zhang, L. (2026). Three Dimensions of Teachers' Job Burnout. figshare. https://doi.org/10.6084/m9.figshare.33113030 | link |
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| zhang_2026_pe_uwes9 | Utrecht Work Engagement Scale (UWES-9: vigor, dedication, absorption), 9 items, 1-7; N = 560; same covariates. (CC BY 4.0) Zhang, L. (2026). Three Dimensions of Teachers' Job Burnout. figshare. https://doi.org/10.6084/m9.figshare.33113030 | link |
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| zhang_2026_tcs_honesty | Truth-telling / honesty items (TCS, 6), 1-5 agreement. US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhang_2026_tourist_wellbeing | Tourist well-being, 4 items, 1-7. 1016 respondents x 4 items = 4064 responses. (CC BY 4.0) Zhang, S. (2026). Ecosystem Services and Well-being [Data set]. Mendeley Data. https://doi.org/10.17632/62rjwfhm6j | link |
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| zhang_2026_virtue_states | Episode-level virtue states: 'How |
link |
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| zhang_2026_wisdom | Wise reasoning in interpersonal conflict items (4), 1-6 agreement. US Prolific adults in a Day Reconstruction Method diary study (intake survey + up to 8 nightly diaries). N=377. (CC BY 4.0) Zhang Q, Jacobson J, Hardin B, Sun J (2026). Virtue trade-offs in everyday life. Journal of Personality and Social Psychology, 131(4). https://doi.org/10.1037/pspp0000608 | link |
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| zhao_2023_growth_mindset | Chinese university lecturers: growth mindset, 3 items, 1-7; N = 518; coded demographics (cov_gender, cov_age, cov_education, cov_academic_rank, cov_discipline, cov_income ...). (CC BY 4.0) Zhao, X. (2023). Triggering Chinese lecturers' intrinsic work motivation by value-based leadership and growth mindset: Generation difference by using multigroup analysis [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8404991 | link |
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| zhao_2023_iwm | Chinese university lecturers: intrinsic work motivation, 3 items, 1-7; N = 518; coded demographics (cov_gender, cov_age, cov_education, cov_academic_rank, cov_discipline, cov_income ...). (CC BY 4.0) Zhao, X. (2023). Triggering Chinese lecturers' intrinsic work motivation by value-based leadership and growth mindset: Generation difference by using multigroup analysis [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8404991 | link |
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| zhao_2023_ose | Chinese university lecturers: organisational support (OSE), 8 items, 1-7; N = 518; coded demographics (cov_gender, cov_age, cov_education, cov_academic_rank, cov_discipline, cov_income ...). (CC BY 4.0) Zhao, X. (2023). Triggering Chinese lecturers' intrinsic work motivation by value-based leadership and growth mindset: Generation difference by using multigroup analysis [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8404991 | link |
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| zhao_2023_vbl | Chinese university lecturers: value-based leadership, 19 items, 1-7; N = 518; coded demographics (cov_gender, cov_age, cov_education, cov_academic_rank, cov_discipline, cov_income ...). (CC BY 4.0) Zhao, X. (2023). Triggering Chinese lecturers' intrinsic work motivation by value-based leadership and growth mindset: Generation difference by using multigroup analysis [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8404991 | link |
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| zhao_2024_anxiety | 6-item anxiety scale (0-4 frequency), 2-wave (T1/T2) panel of Chinese senior high school students in an NSSI cross-lagged-panel-network study (n=884), China (CC BY 4.0) Zhao H, Zhou A (2024). Longitudinal relations between non-suicidal self-injury and both depression and anxiety among senior high school adolescents: a cross-lagged panel network analysis. PeerJ. | link |
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| zhao_2024_depression | 6-item depression scale (0-4 frequency), 2-wave (T1/T2) panel of Chinese senior high school students in an NSSI cross-lagged-panel-network study (n=884), China (CC BY 4.0) Zhao H, Zhou A (2024). Longitudinal relations between non-suicidal self-injury and both depression and anxiety among senior high school adolescents: a cross-lagged panel network analysis. PeerJ. | link |
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| zhao_2024_erq | Emotion Regulation Questionnaire (ERQ-8 validation sample), Chinese university students (CC BY 4.0) Zhao M, Kuan G, Zhou K, Musa RM, Majeed APPA, Kueh YC (2024). Psychometric properties and gender invariance of the 8-item emotion regulation questionnaire (ERQ-8) among Chinese university students. PLOS ONE, 19(1), e0296035. https://doi.org/10.1371/journal.pone.0296035 | link |
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| zhao_2024_gad7 | Generalized Anxiety Disorder-7, 7 items, stored 1-4 (standard 0-3 scoring plus one). 1,219 nurses in Quanzhou, China, September 2022. Covariates: gender, age, work experience, education, married, children, lives with family, frontline work. (CC BY 4.0) Zhao Y, Liu F, Lin P, Tu Z, Wu B (2024) Sleep quality and mental health among Chinese nurses after the COVID-19 pandemic: A moderated model. PLoS ONE 19(5): e0295105. https://doi.org/10.1371/journal.pone.0295105 | link |
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| zhao_2024_nssi | 12-item non-suicidal self-injury scale (0-4 frequency), 2-wave (T1/T2) panel of Chinese senior high school students in a cross-lagged-panel-network study (n=884), China (CC BY 4.0) Zhao H, Zhou A (2024). Longitudinal relations between non-suicidal self-injury and both depression and anxiety among senior high school adolescents: a cross-lagged panel network analysis. PeerJ. | link |
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| zhao_2024_phq9 | Patient Health Questionnaire-9, 9 items, stored 1-4 (standard 0-3 scoring plus one). 1,219 nurses in Quanzhou, China, September 2022. Covariates: gender, age, work experience, education, married, children, lives with family, frontline work. (CC BY 4.0) Zhao Y, Liu F, Lin P, Tu Z, Wu B (2024) Sleep quality and mental health among Chinese nurses after the COVID-19 pandemic: A moderated model. PLoS ONE 19(5): e0295105. https://doi.org/10.1371/journal.pone.0295105 | link |
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| zhao_2025_chinese_orientation | Chinese cultural orientation (heritage acculturation): 8 items. 438 Chinese international students in Malaysia (mean stay 14.58 months). Five-point Likert, 1 = strongly disagree to 5 = strongly agree, zero missing cells. One of seven construct tables from one questionnaire. (CC BY 4.0) Zhao W, et al. (2025). Exploring the influence of social media use motivations on acculturation orientations and psychological adaptation among Chinese students in Malaysia. PLOS ONE 20(5). | link |
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| zhao_2025_digital_literacy | 7-item raw digital-literacy indicator battery (device access + usage frequency), CFPS panel, Chinese migrant workers (CC BY 4.0) Zhao X, Tang Y, Wang L (2025) The impact of digital literacy on the urban integration of migrant workers. PLOS ONE | link |
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| zhao_2025_ea_unidentified | CONSTRUCT NOT IDENTIFIED. The deposit's seventh item block is prefixed EA and has 6 items on the same 5-point scale, but the article never names a seventh scale: its abstract lists exactly six constructs (information seeking, social and entertainment motivations; Chinese and Malaysian cultural orientations; psychological adaptation), and Table 1, which lists every measurement item, is published only as an image. The block is shipped because 2,628 real responses are real responses, but its construct is recorded as unidentified rather than guessed from the initials - a wrong label in the dictionary would be worse than an honest blank. 438 Chinese international students in Malaysia (mean stay 14.58 months). Five-point Likert, 1 = strongly disagree to 5 = strongly agree, zero missing cells. One of seven construct tables from one questionnaire. (CC BY 4.0) Zhao W, et al. (2025). Exploring the influence of social media use motivations on acculturation orientations and psychological adaptation among Chinese students in Malaysia. PLOS ONE 20(5). | link |
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| zhao_2025_eheals | eHealth Literacy Scale (eHEALS, Chinese version), 8 items, 1-5, 396 patients aged 60+ with coronary heart disease in Qingdao, China (2023-2024); cov_age_group, cov_gender, cov_residence, cov_marital, cov_household, cov_work, cov_education, cov_income (codes from the paper's Table 1). (CC BY 4.0) Zhao, J., Hu, D., Du, H., Wang, H., Tu, X., Wang, A., & Parvar, S. Y. (2025). Social support and technophobia in older patients with coronary heart disease: The mediating roles of eHealth literacy and healthcare technology self-efficacy. PLOS ONE, 20(6), e0325202. | link |
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| zhao_2025_htse | Healthcare Technology Self-Efficacy Scale (Chinese version), 12 items, 1-5, 396 patients aged 60+ with coronary heart disease in Qingdao, China (2023-2024); cov_age_group, cov_gender, cov_residence, cov_marital, cov_household, cov_work, cov_education, cov_income (codes from the paper's Table 1). (CC BY 4.0) Zhao, J., Hu, D., Du, H., Wang, H., Tu, X., Wang, A., & Parvar, S. Y. (2025). Social support and technophobia in older patients with coronary heart disease: The mediating roles of eHealth literacy and healthcare technology self-efficacy. PLOS ONE, 20(6), e0325202. | link |
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| zhao_2025_leisure_involvement | 12-item Leisure Involvement (LI) scale (1-5 Likert) from a survey of urban forest park visitors in Changsha, China (CC BY 4.0) Zhao K, Zhang S, Zhao F (2025) How the natural environment affects psychological recovery: A case study in Changsha, China. PLoS ONE. | link |
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| zhao_2025_malaysian_orientation | Malaysian cultural orientation (mainstream acculturation): 8 items. The paper reports mainstream orientation contributes more strongly to psychological adaptation than heritage orientation. 438 Chinese international students in Malaysia (mean stay 14.58 months). Five-point Likert, 1 = strongly disagree to 5 = strongly agree, zero missing cells. One of seven construct tables from one questionnaire. (CC BY 4.0) Zhao W, et al. (2025). Exploring the influence of social media use motivations on acculturation orientations and psychological adaptation among Chinese students in Malaysia. PLOS ONE 20(5). | link |
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| zhao_2025_nat_env_perception | 6-item Natural Environment Perception (NEP) scale (1-5 Likert) from a survey of urban forest park visitors in Changsha, China (CC BY 4.0) Zhao K, Zhang S, Zhao F (2025) How the natural environment affects psychological recovery: A case study in Changsha, China. PLoS ONE. | link |
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| zhao_2025_place_attachment | 8-item Place Attachment (PA) scale (1-5 Likert) from a survey of urban forest park visitors in Changsha, China (CC BY 4.0) Zhao K, Zhang S, Zhao F (2025) How the natural environment affects psychological recovery: A case study in Changsha, China. PLoS ONE. | link |
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| zhao_2025_psych_recovery_eval | 12-item Psychological Recovery Evaluation (PRE) scale (1-5 Likert) from a survey of urban forest park visitors in Changsha, China (CC BY 4.0) Zhao K, Zhang S, Zhao F (2025) How the natural environment affects psychological recovery: A case study in Changsha, China. PLoS ONE. | link |
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| zhao_2025_psychological_adaptation | Psychological adaptation: 8 items. 438 Chinese international students in Malaysia (mean stay 14.58 months). Five-point Likert, 1 = strongly disagree to 5 = strongly agree, zero missing cells. One of seven construct tables from one questionnaire. (CC BY 4.0) Zhao W, et al. (2025). Exploring the influence of social media use motivations on acculturation orientations and psychological adaptation among Chinese students in Malaysia. PLOS ONE 20(5). | link |
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| zhao_2025_restor_env_perception | 12-item Restorative Environment Perception (REP) scale (1-5 Likert) from a survey of urban forest park visitors in Changsha, China (CC BY 4.0) Zhao K, Zhang S, Zhao F (2025) How the natural environment affects psychological recovery: A case study in Changsha, China. PLoS ONE. | link |
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| zhao_2025_sm_entertainment_motivation | Entertainment motivation for social media use: 4 items. The paper reports this motivation has the greatest influence on psychological adaptation. 438 Chinese international students in Malaysia (mean stay 14.58 months). Five-point Likert, 1 = strongly disagree to 5 = strongly agree, zero missing cells. One of seven construct tables from one questionnaire. (CC BY 4.0) Zhao W, et al. (2025). Exploring the influence of social media use motivations on acculturation orientations and psychological adaptation among Chinese students in Malaysia. PLOS ONE 20(5). | link |
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| zhao_2025_sm_information_motivation | Information seeking motivation for social media use: 3 items. 438 Chinese international students in Malaysia (mean stay 14.58 months). Five-point Likert, 1 = strongly disagree to 5 = strongly agree, zero missing cells. One of seven construct tables from one questionnaire. (CC BY 4.0) Zhao W, et al. (2025). Exploring the influence of social media use motivations on acculturation orientations and psychological adaptation among Chinese students in Malaysia. PLOS ONE 20(5). | link |
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| zhao_2025_sm_social_motivation | Social motivation for social media use: 4 items. 438 Chinese international students in Malaysia (mean stay 14.58 months). Five-point Likert, 1 = strongly disagree to 5 = strongly agree, zero missing cells. One of seven construct tables from one questionnaire. (CC BY 4.0) Zhao W, et al. (2025). Exploring the influence of social media use motivations on acculturation orientations and psychological adaptation among Chinese students in Malaysia. PLOS ONE 20(5). | link |
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| zhao_2025_ssrs | Social Support Rating Scale (SSRS, Xiao 1994), 9 of 10 items, 396 patients aged 60+ with coronary heart disease in Qingdao, China (2023-2024): items 1-4 and 8-10 single choice 1-4, items 6-7 the number of support sources (1-6); item 5 is deposited only as a sum and is not shipped; cov_age_group, cov_gender, cov_residence, cov_marital, cov_household, cov_work, cov_education, cov_income (codes from the paper's Table 1). (CC BY 4.0) Zhao, J., Hu, D., Du, H., Wang, H., Tu, X., Wang, A., & Parvar, S. Y. (2025). Social support and technophobia in older patients with coronary heart disease: The mediating roles of eHealth literacy and healthcare technology self-efficacy. PLOS ONE, 20(6), e0325202. | link |
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| zhao_2025_technophobia | Technophobia Scale (Chinese version), 13 items, 1-5, 396 community-dwelling patients aged 60+ with coronary heart disease in Qingdao, China (2023-2024); cov_age_group, cov_gender, cov_residence, cov_marital, cov_household, cov_work, cov_education, cov_income (codes from the paper's Table 1). (CC BY 4.0) Zhao, J., Hu, D., Du, H., Wang, H., Tu, X., Wang, A., & Parvar, S. Y. (2025). Social support and technophobia in older patients with coronary heart disease: The mediating roles of eHealth literacy and healthcare technology self-efficacy. PLOS ONE, 20(6), e0325202. | link |
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| zhao_2026_parental_control | Parental psychological control (Pc01-07) and behavioural control (Bc01-05), 12 items, 1-5; N = 1,062 employed Chinese parents; cov_gender, cov_age. (CC BY 4.0) Zhao, D. (2026). Parental Burnout Network [Data set]. Mendeley Data. https://doi.org/10.17632/8hz6bxdtnk | link |
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| zhao_2026_parenting_practices | Parental violence (Pv01-04), neglect (Pn01-06) and rejection (Pr01-04), 14 items, 1-5; N = 1,062 employed Chinese parents; cov_gender, cov_age. (CC BY 4.0) Zhao, D. (2026). Parental Burnout Network [Data set]. Mendeley Data. https://doi.org/10.17632/8hz6bxdtnk | link |
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| zhao_2026_pba | Parental Burnout Assessment (Roskam et al. 2018), 23 items (PBA01-PBA23), 0-6 frequency; N = 1,062 employed Chinese parents; cov_gender, cov_age. (CC BY 4.0) Zhao, D. (2026). Parental Burnout Network [Data set]. Mendeley Data. https://doi.org/10.17632/8hz6bxdtnk | link |
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| zhao_2026_work_family_conflict | Work-family (WFC01-02) and family-work (FWC01-02) conflict, 4 items, 1-5; N = 1,062 employed Chinese parents; cov_gender, cov_age. (CC BY 4.0) Zhao, D. (2026). Parental Burnout Network [Data set]. Mendeley Data. https://doi.org/10.17632/8hz6bxdtnk | link |
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| zheng_2015_ibdq | 32-item Inflammatory Bowel Disease Questionnaire (IBDQ, 1-7 Likert) from Chinese patients with ulcerative colitis (CC BY 4.0) Zheng W, Zhang X, Wang Y, et al. (2015) Health-Related Quality of Life in Chinese Patients with Mild and Moderately Active Ulcerative Colitis. PLoS ONE. | link |
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| zheng_2017_personality | 40-item personality block (q22_1-40; BFI Extraversion/Openness/Neuroticism + normlessness + IPIP altruism by length, item-to-trait assignment not established), 1-5; N = 225 adults in Anshun, China; no covariates. (CC BY 4.0) Zheng, T., Qu, W., Ge, Y., Sun, X., & Zhang, K. (2017). The joint effect of personality traits and perceived stress on pedestrian behavior in a Chinese sample. PLOS ONE, 12(11), e0188153. https://doi.org/10.1371/journal.pone.0188153 | link |
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| zheng_2017_pss10 | Perceived Stress Scale-10 (q16_1-10; block identified by r = .76 with the file's PSS total), stored 1-5; N = 219 adults in Anshun, China; no covariates. (CC BY 4.0) Zheng, T., Qu, W., Ge, Y., Sun, X., & Zhang, K. (2017). The joint effect of personality traits and perceived stress on pedestrian behavior in a Chinese sample. PLOS ONE, 12(11), e0188153. https://doi.org/10.1371/journal.pone.0188153 | link |
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| zheng_2017_psss | Perceived Social Support Scale, 12 items (q18_1-12), 1-7; N = 224 adults in Anshun, China; no covariates. (CC BY 4.0) Zheng, T., Qu, W., Ge, Y., Sun, X., & Zhang, K. (2017). The joint effect of personality traits and perceived stress on pedestrian behavior in a Chinese sample. PLOS ONE, 12(11), e0188153. https://doi.org/10.1371/journal.pone.0188153 | link |
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| zheng_2017_sds_sas | Zung Self-rating Depression Scale (q17_1-20) and Self-rating Anxiety Scale (q17_21-40), 1-4 (block identified by the file's reverse-coded copies); N = 222 adults in Anshun, China; no covariates. (CC BY 4.0) Zheng, T., Qu, W., Ge, Y., Sun, X., & Zhang, K. (2017). The joint effect of personality traits and perceived stress on pedestrian behavior in a Chinese sample. PLOS ONE, 12(11), e0188153. https://doi.org/10.1371/journal.pone.0188153 | link |
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| zheng_2017_swls | Satisfaction With Life Scale, 5 items (q19_1-5), 1-7; N = 163 adults in Anshun, China; no covariates. (CC BY 4.0) Zheng, T., Qu, W., Ge, Y., Sun, X., & Zhang, K. (2017). The joint effect of personality traits and perceived stress on pedestrian behavior in a Chinese sample. PLOS ONE, 12(11), e0188153. https://doi.org/10.1371/journal.pone.0188153 | link |
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| zheng_2018_hfmd_eq5d | EQ-5D descriptive system, 4 dimensions (mobility 1-4; daily activity, pain and anxiety 1-3), reported for 3500 Chinese paediatric hand, foot and mouth disease patients; covariates for sex, age band, case severity, urbanicity, patient type, treatment setting, enterovirus serotype and illness duration. (CC0 1.0) Zheng, Y., Jit, M., et al. (2018). Data from: Economic costs and health-related quality of life for hand, foot and mouth disease (HFMD) patients in China. Dryad Digital Repository. | link |
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| zheng_2020_hads | The 14-item Hospital Anxiety and Depression Scale, resp 0-3. The article does not state the scale, but the HADS is administered 0-3 universally and the file holds 0-3. One respondent had a single stray cell at 4 (hads14) and is dropped from this table as a data-entry error. 646 Chinese female undergraduates. cluster_id is the school and is VERY unbalanced -- 381, 152, 67, 32, 11, 1, 1 and 1 students -- kept as the deposit has it rather than merged or trimmed, since three singleton clusters are what the source says. The deposit's 64-item EDI block does NOT ship: the file stores it as 0-3 with 59% zeros while the ARTICLE says the EDI's response options scored 0-5, so the block is the EDI's standard four-point collapse of a six-point administration and the administered response is not recoverable. A binary urban/rural origin code is dropped under the 2026-10-20 geographic ruling. (CC BY 4.0) Zheng, Z., Han, W., Li, Y., Wang, D., Gu, S., & Wang, F. (2020). The Mediating Effect of Coping Style in the Relationship Between Depression and Disordered Eating Among Chinese Female Undergraduates. Frontiers in Psychology, 10, 3011. https://doi.org/10.3389/fpsyg.2019.03011 | link |
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| zheng_2020_scsq | The 20-item Simplified Coping Style Questionnaire, resp 0-3. The article states the anchors as 0 (never) to 3 (always) and the file holds 0-3, so this block is native rather than scored. Items 1-12 are positive coping and 13-20 negative coping, both in one table because they were administered as one battery; the item codes keep the source numbering. Two respondents each had a single stray cell at 4 (scsq2, scsq12) and are dropped from this table as data-entry errors. 646 Chinese female undergraduates. cluster_id is the school and is VERY unbalanced -- 381, 152, 67, 32, 11, 1, 1 and 1 students -- kept as the deposit has it rather than merged or trimmed, since three singleton clusters are what the source says. The deposit's 64-item EDI block does NOT ship: the file stores it as 0-3 with 59% zeros while the ARTICLE says the EDI's response options scored 0-5, so the block is the EDI's standard four-point collapse of a six-point administration and the administered response is not recoverable. A binary urban/rural origin code is dropped under the 2026-10-20 geographic ruling. (CC BY 4.0) Zheng, Z., Han, W., Li, Y., Wang, D., Gu, S., & Wang, F. (2020). The Mediating Effect of Coping Style in the Relationship Between Depression and Disordered Eating Among Chinese Female Undergraduates. Frontiers in Psychology, 10, 3011. https://doi.org/10.3389/fpsyg.2019.03011 | link |
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| zheng_2025_sport_motivation | The 28-item Sport Motivation Scale (seven four-item subscales: intrinsic motivation to know, to accomplish and to experience stimulation, identified, introjected and external regulation, and amotivation) answered in Chinese on a 1-5 scale by 571 Chinese primary and junior-high students aged 10-14. Shipped as one table: the seven subscales share one response format and one administration, and the deposit s own grouping of the shuffled MO1-MO28 codes is recorded in the processing script. The deposit also holds an IPAQ-style physical-activity recall, which is not shipped because its units are mixed within the block. (CC BY 4.0) Zheng, W., Zhao, Y., & Wu, Q. (2025). Motivation and Physical Activity across Chinese Adolescents: Based on Latent Profile Analysis [Dataset]. figshare. https://doi.org/10.6084/m9.figshare.29316266.v1 | link |
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| zhirkov_2022_immigrant_admission conjoint · source = "conj" |
US Lucid respondents (n=929, December 2019) rated 15 pairs of hypothetical immigrant profiles (age, gender, race/ethnicity, education, English proficiency, prior trips to the U.S.) on an 11-point scale from 0 = definitely not admit to 10 = definitely admit. (CC0 1.0) Zhirkov, K. (2022). Estimating and using individual marginal component effects from conjoint experiments. Political Analysis, 30(2), 236-249. | link |
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| zhirkov_2025_illegal_undocumented conjoint · source = "conj" |
US respondents (n=1,080) saw 6 pairs of hypothetical immigrant profiles (age, years in the U.S., gender, race, English, education, police record, benefits) and picked the one they thought was the 'illegal' or the 'undocumented' immigrant, the term randomized between respondents (trial_condition). (CC0 1.0) Zhirkov, K., & Brehm, R. H. (2025). Beliefs and opinions about "illegal" and "undocumented" immigrants: Conceptual replication of a null result. Research & Politics, 12(3). | link |
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| zhirkov_2025_immigrant_illegality conjoint · source = "conj" |
928 non-Hispanic white US adults (Lucid, December 2021) each rated about 20 single profiles of hypothetical immigrants (age, gender, race/ethnicity, years in the US, English, education, government benefits, police record) on how likely the person is to be an illegal/undocumented immigrant (0-10). (CC0 1.0) Zhirkov, K., & Van De Hey, L. (2025). Multidimensional constructions of target groups and their political implications: The case of immigrant (il)legality. PS: Political Science & Politics, 58(4), 641-650. | link |
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| zhirkov_2025_immigrant_regions conjoint · source = "conj" |
1,979 US Lucid respondents (August 2022) guessed which world region (Africa, Asia, Europe, Latin America, Middle East) each of 20 hypothetical immigrants came from; profiles varied age, gender, education, English proficiency, prior trips to the U.S., government benefits and police record. The five-option answer is stored as five 0/1 columns. (CC0 1.0) Zhirkov, K. (2025). Americans' perceptions about immigrants from different world regions: Evidence from a multinomial conjoint experiment. Journal of Experimental Political Science, 13(2), 192-202. | link |
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| zhirkov_2025_welfare_stereotypes conjoint · source = "conj" |
US Lucid respondents (n=1,964, August 2022) rated 30 single profiles of a person (race, gender, marital status, children, immigration status, employment status, criminal record) on how typical each is of welfare recipients, 0-10. The article analyses the 1,271 non-Hispanic white respondents with varying ratings. (CC0 1.0) Zhirkov, K., Lunz Trujillo, K., & Myers, C. D. (2025). Measuring support for welfare policies: Implications for the effects of race and deservingness stereotypes. Journal of Experimental Political Science, 12(1), 126-133. | link |
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| zhou_2016_anxiety | Zung Self-Rating Anxiety Scale, 20 items scored 1 (never or rarely) to 4 (most of the time), physicians at two tertiary grade-A hospitals in Heilongjiang Province, China. 22,575 responses from 1,129 respondents on 20 items. (CC BY 4.0) Zhou, J.; Yang, Y.; Qiu, X.; Yang, X.; Pan, H.; Ban, B.; Qiao, Z.; Wang, L.; Wang, W. (2016). Relationship between Anxiety and Burnout among Chinese Physicians: A Moderated Mediation Model. PLOS ONE, 11(8), e0157013. https://doi.org/10.1371/journal.pone.0157013 | link |
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| zhou_2016_burnout | Chinese Maslach Burnout Inventory (15-item revision), scored 1 (never) to 7 (every day), physicians at two tertiary grade-A hospitals in Heilongjiang Province, China. 16,927 responses from 1,129 respondents on 15 items. (CC BY 4.0) Zhou, J.; Yang, Y.; Qiu, X.; Yang, X.; Pan, H.; Ban, B.; Qiao, Z.; Wang, L.; Wang, W. (2016). Relationship between Anxiety and Burnout among Chinese Physicians: A Moderated Mediation Model. PLOS ONE, 11(8), e0157013. https://doi.org/10.1371/journal.pone.0157013 | link |
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| zhou_2016_coping_style | Trait Coping Style Questionnaire, 20 items scored 1 (certainly not) to 5 (certainly), physicians at two tertiary grade-A hospitals in Heilongjiang Province, China. 22,571 responses from 1,129 respondents on 20 items. (CC BY 4.0) Zhou, J.; Yang, Y.; Qiu, X.; Yang, X.; Pan, H.; Ban, B.; Qiao, Z.; Wang, L.; Wang, W. (2016). Relationship between Anxiety and Burnout among Chinese Physicians: A Moderated Mediation Model. PLOS ONE, 11(8), e0157013. https://doi.org/10.1371/journal.pone.0157013 | link |
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| zhou_2016_personality | Eysenck Personality Questionnaire-Revised Short Scale for Chinese (EPQ-RSC), 48 forced-choice items scored 0/1, physicians at two tertiary grade-A hospitals in Heilongjiang Province, China. 54,183 responses from 1,129 respondents on 48 items. (CC BY 4.0) Zhou, J.; Yang, Y.; Qiu, X.; Yang, X.; Pan, H.; Ban, B.; Qiao, Z.; Wang, L.; Wang, W. (2016). Relationship between Anxiety and Burnout among Chinese Physicians: A Moderated Mediation Model. PLOS ONE, 11(8), e0157013. https://doi.org/10.1371/journal.pone.0157013 | link |
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| zhou_2024_eq5d5l_parent | EQ-5D-5L, the parent's own health, 5 items, 1-5; N = 1,092 Chinese children with COVID-19 (311 followed up) and 231 healthy children, with their parents; cov_group, cov_sex, cov_residence, cov_education, cov_severity; wave. (CC BY 4.0) Zhou, W. (2024). Psychometric Validation of the Chinese Versions of EQ-5D-Y-3L and EQ-TIPS In Children and Adolescents with COVID-19 [Data set]. Mendeley Data, V1. https://doi.org/10.17632/w4xxkf7brg.1 | link |
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| zhou_2024_eq5dy3l_proxy | EQ-5D-Y-3L, parent-proxy version, 5 items, 1-3 (no problems-a lot of problems); N = 1,092 Chinese children with COVID-19 (311 followed up) and 231 healthy children, with their parents; cov_group, cov_sex, cov_residence, cov_education, cov_severity; wave. (CC BY 4.0) Zhou, W. (2024). Psychometric Validation of the Chinese Versions of EQ-5D-Y-3L and EQ-TIPS In Children and Adolescents with COVID-19 [Data set]. Mendeley Data, V1. https://doi.org/10.17632/w4xxkf7brg.1 | link |
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| zhou_2024_eq5dy3l_self | EQ-5D-Y-3L, self-complete version, 5 items, 1-3 (no problems-a lot of problems); N = 639 Chinese children with COVID-19 (311 followed up) and 231 healthy children, with their parents; cov_group, cov_sex, cov_residence, cov_education, cov_severity; wave. (CC BY 4.0) Zhou, W. (2024). Psychometric Validation of the Chinese Versions of EQ-5D-Y-3L and EQ-TIPS In Children and Adolescents with COVID-19 [Data set]. Mendeley Data, V1. https://doi.org/10.17632/w4xxkf7brg.1 | link |
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| zhou_2024_eq_hwb_s | EQ Health and Wellbeing Short (EQ-HWB-S), the parent's own, 9 items, 1-5; N = 1,092 Chinese children with COVID-19 (311 followed up) and 231 healthy children, with their parents; cov_group, cov_sex, cov_residence, cov_education, cov_severity; wave. (CC BY 4.0) Zhou, W. (2024). Psychometric Validation of the Chinese Versions of EQ-5D-Y-3L and EQ-TIPS In Children and Adolescents with COVID-19 [Data set]. Mendeley Data, V1. https://doi.org/10.17632/w4xxkf7brg.1 | link |
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| zhou_2024_eq_tips | EQ-TIPS (Toddler and Infant Populations), parent report, 6 items, 1-3; N = 1,037 Chinese children with COVID-19 (311 followed up) and 231 healthy children, with their parents; cov_group, cov_sex, cov_residence, cov_education, cov_severity; wave. (CC BY 4.0) Zhou, W. (2024). Psychometric Validation of the Chinese Versions of EQ-5D-Y-3L and EQ-TIPS In Children and Adolescents with COVID-19 [Data set]. Mendeley Data, V1. https://doi.org/10.17632/w4xxkf7brg.1 | link |
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| zhou_2024_esspri | EULAR Sjogren's Syndrome Patient Reported Index: three 0-10 numeric rating scales for pain, fatigue and dryness. Exactly at the three-item floor. The deposit misspells the first column 'Pian'; it ships as `pain`. 135 patients with primary Sjogren's syndrome. The deposit is a six-sheet workbook; three sheets ship and three do not (an expert consultation with 5 raters and the two 15-patient test-retest sheets, all far below the 100-id floor -- the last two would otherwise have made a wave table). `Number` is identical across the three shipped sheets, so all four output tables join on id. Covariates: sex, occupation, marriage and education as integer codes with no legend in the readable article, plus disease duration in years. (CC BY 4.0) Zhou Y, Zhuang L, He X, Xu L, He Q, Li X (2024). Cross-cultural adaptation and validation of the Chinese version of the PSS-QoL questionnaire. PLOS ONE 19(12): e0313839. | link |
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| zhou_2024_pssqol_impact | Fourteen PSS-QoL impact statements on an 0-4 scale, covering isolation, being taken seriously, fatigue, withdrawal, worry about side effects and disease course, body image, everyday functioning, financial burden of remedies and overall quality of life. 135 patients with primary Sjogren's syndrome. The deposit is a six-sheet workbook; three sheets ship and three do not (an expert consultation with 5 raters and the two 15-patient test-retest sheets, all far below the 100-id floor -- the last two would otherwise have made a wave table). `Number` is identical across the three shipped sheets, so all four output tables join on id. Covariates: sex, occupation, marriage and education as integer codes with no legend in the readable article, plus disease duration in years. (CC BY 4.0) Zhou Y, Zhuang L, He X, Xu L, He Q, Li X (2024). Cross-cultural adaptation and validation of the Chinese version of the PSS-QoL questionnaire. PLOS ONE 19(12): e0313839. | link |
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| zhou_2024_pssqol_symptoms | Thirty binary symptom-presence items from the Chinese PSS-QoL: dry mouth, dry eyes, dry skin, dry nose and vaginal dryness, each with its own sub-symptoms (burning mouth, trouble speaking, dental problems, taste change, gritty eyes, crusty eyelids, no tears, skin reddening, nosebleed, itching, pain with intercourse and others). 135 patients with primary Sjogren's syndrome. The deposit is a six-sheet workbook; three sheets ship and three do not (an expert consultation with 5 raters and the two 15-patient test-retest sheets, all far below the 100-id floor -- the last two would otherwise have made a wave table). `Number` is identical across the three shipped sheets, so all four output tables join on id. Covariates: sex, occupation, marriage and education as integer codes with no legend in the readable article, plus disease duration in years. (CC BY 4.0) Zhou Y, Zhuang L, He X, Xu L, He Q, Li X (2024). Cross-cultural adaptation and validation of the Chinese version of the PSS-QoL questionnaire. PLOS ONE 19(12): e0313839. | link |
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| zhou_2024_sf12 | SF-12 health survey, all twelve items. THE ITEMS DO NOT SHARE A RESPONSE FORMAT AND THAT IS THE INSTRUMENT, NOT A DEFECT: items 2 and 3, the physical-limitation pair, run 1-3 while the other ten run 1-5, so permitted values are set per item. The SF-12 is one published instrument and splitting it by option count would invent two where the literature has one. 135 patients with primary Sjogren's syndrome. The deposit is a six-sheet workbook; three sheets ship and three do not (an expert consultation with 5 raters and the two 15-patient test-retest sheets, all far below the 100-id floor -- the last two would otherwise have made a wave table). `Number` is identical across the three shipped sheets, so all four output tables join on id. Covariates: sex, occupation, marriage and education as integer codes with no legend in the readable article, plus disease duration in years. (CC BY 4.0) Zhou Y, Zhuang L, He X, Xu L, He Q, Li X (2024). Cross-cultural adaptation and validation of the Chinese version of the PSS-QoL questionnaire. PLOS ONE 19(12): e0313839. | link |
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| zhou_2024_smart_home_intention | Smart home use intention among elderly consumers; N=200, 13 items across TAM constructs (perceived usefulness, ease of use, use intention, intention to switch, perceived value, perceived risk), 1-5 Likert (CC BY 4.0) Zhou, C.; Qian, Y.; Kaner, J. (2024). A study on smart home use intention of elderly consumers based on technology acceptance models. PLOS ONE. DOI: 10.1371/journal.pone.0300574 | link |
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| zhou_2025_ehealth_literacy | 8-item eHealth Literacy Scale (1-5 Likert) from a cross-sectional survey of Chinese university students (CC BY 4.0) Zhou N, Mu F, Zhang Y, et al. (2025) How electronic health literacy influences physical activity behaviour among university students: A moderated mediation model. PLOS ONE 20(8): e0330637. | link |
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| zhou_2025_exercise_self_efficacy | Chinese version of Motl et al.'s Exercise Self-Efficacy Scale, 8 items on a 1-5 agreement scale, Chinese college students. 4,112 responses from 514 respondents on 8 items. (CC BY 4.0) Zhou, X.; Zhang, M.; Chen, L.; Li, B.; Xu, J. (2025). The effect of peer relationships on college students' behavioral intentions to be physically active: The chain-mediated role of social support and exercise self-efficacy. PLOS ONE, 20(5), e0320845. https://doi.org/10.1371/journal.pone.0320845 | link |
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| zhou_2025_pa_intention | Physical activity behavioural intention subscale of the Physical Activity Rating Scale, 8 items on a 1-5 agreement scale, Chinese college students. 4,112 responses from 514 respondents on 8 items. (CC BY 4.0) Zhou, X.; Zhang, M.; Chen, L.; Li, B.; Xu, J. (2025). The effect of peer relationships on college students' behavioral intentions to be physically active: The chain-mediated role of social support and exercise self-efficacy. PLOS ONE, 20(5), e0320845. https://doi.org/10.1371/journal.pone.0320845 | link |
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| zhou_2025_peer_relationship | 16-item Peer Relationship scale (1-4 Likert) from the same survey of Chinese university students (CC BY 4.0) Zhou N, Mu F, Zhang Y, et al. (2025) How electronic health literacy influences physical activity behaviour among university students: A moderated mediation model. PLOS ONE 20(8): e0330637. | link |
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| zhou_2025_peer_relationship_inventory | Wei Yunhua's Peer Relationship Scale, 20 items on a 1-5 agreement scale, Chinese college students. 10,280 responses from 514 respondents on 20 items. (CC BY 4.0) Zhou, X.; Zhang, M.; Chen, L.; Li, B.; Xu, J. (2025). The effect of peer relationships on college students' behavioral intentions to be physically active: The chain-mediated role of social support and exercise self-efficacy. PLOS ONE, 20(5), e0320845. https://doi.org/10.1371/journal.pone.0320845 | link |
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| zhou_2025_social_support | Ye and Dai's Social Support Rating Scale, 17 items on a 1-5 agreement scale covering subjective support, objective support and support utilisation, Chinese college students. 8,738 responses from 514 respondents on 17 items. (CC BY 4.0) Zhou, X.; Zhang, M.; Chen, L.; Li, B.; Xu, J. (2025). The effect of peer relationships on college students' behavioral intentions to be physically active: The chain-mediated role of social support and exercise self-efficacy. PLOS ONE, 20(5), e0320845. https://doi.org/10.1371/journal.pone.0320845 | link |
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| zhou_2026_zainichi_hiring_s1 conjoint · source = "conj" |
Study 1: a national PureSpectrum sample of Japanese citizens (n=1,002, May 2023) chose which of two hypothetical job applicants should be hired, in two sets of 8 pairs (private-company R&D post and public elementary-school teacher), applicants varying in name (Japanese, Zainichi Korean with Japanese pseudonym, or Korean name; also signals gender), university, experience and screening result. (CC0 1.0) Zhou, K., & Horiuchi, Y. (2026). Disclosing invisible attributes leads to discrimination. Journal of Race, Ethnicity, and Politics, 1-26. | link |
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| zhou_2026_zainichi_hiring_s2 conjoint · source = "conj" |
Study 2: a Kansai-region PureSpectrum sample of Japanese citizens (n=1,001, February 2024) chose which of two hypothetical job applicants should be hired, in two sets of 8 pairs (private-company R&D post and public elementary-school teacher), applicants varying in name (Japanese, Zainichi Korean with Japanese pseudonym, or Korean name; also signals gender), university, experience and screening result. (CC0 1.0) Zhou, K., & Horiuchi, Y. (2026). Disclosing invisible attributes leads to discrimination. Journal of Race, Ethnicity, and Politics, 1-26. | link |
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| zhu_2023_corruption_competence conjoint · source = "conj" |
Single-vignette 2x2x2 experiment: Chinese citizens read about a local official (township leader or municipal mayor; corrupt or honest; competent or incompetent) and said whether they support demoting, promoting or reporting him/her. N = 5,527, nationwide. (CC0 1.0) Zhu, L., & Yang, F. (2023). Trading integrity for competence? The public's varying preferences for bureaucratic types across government levels in China. Political Science Research and Methods, 11(4), 877-892. | link |
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| zhu_2024_pyd | Positive Youth Development Scale (41 items) administered at 2 waves to Hong Kong secondary school students, N=4060 (CC BY 4.0) Zhu X, Chu CKM, Wu X, Shek DTL (2024). Validation of a Chinese Positive Youth Development Scale: Dimensionality and factorial invariance. PLOS ONE, 19(5), e0303531. https://doi.org/10.1371/journal.pone.0303531 | link |
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| zhu_2026_china_image_post00s | 25 items scored 1-5 on the domestic image of China, from 1,672 Chinese post-00s respondents. The companion post-90s cohort took a 21-item version and is a separate table. (CC BY 4.0) Zhu, B., & Cheng, H. (2026). A dataset of questionnaire on the domestic image of China and media use for China's post-90s and post-00s. Zenodo. | link |
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| zhu_2026_china_image_post90s | 21 items scored 1-5 on the domestic image of China, from 357 Chinese post-90s respondents. Not merged with the post-00s table: that cohort took a 25-item version and the deposit ships a separate questionnaire for each. (CC BY 4.0) Zhu, B., & Cheng, H. (2026). A dataset of questionnaire on the domestic image of China and media use for China's post-90s and post-00s. Zenodo. | link |
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| zhu_2026_llm_meteorology_performance | Graduate students' ratings (1-5) of LLM tool performance across 5 aspects (accuracy problem-solving practicality innovation ease-of-use) in meteorology research (CC BY 4.0) Zhu S, Li H (2026). The application of large language models in meteorology graduate research: current status impact and prospects. PLOS One. | link |
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| zhu_2026_lsb_brand_authenticity | Perceived authenticity of time-honored brands. 6 items. 415 Chinese consumers aged 18-40 who had watched an e-commerce live-stream of a time-honored brand in the previous six months (Wenjuanxing panel, June-September 2025). 5-point agreement, 1 strongly disagree to 5 strongly agree; no missing cells. Item identifiers are the deposit's construct-prefixed codes, which match the paper's Fig 1 legend construct for construct and count for count. Four ordered-band covariates ship (age, education, income, viewing frequency) as band indices whose cut-points the article does not publish in readable text; gender and occupation are dropped because nothing states which code means what. (CC BY 4.0) Zhu T, Wang Y (2026). Live-streaming interaction and young consumers' identification with time-honored brands: The roles of emotional arousal and relationship strength. PLOS ONE 21(9): e0358753. | link |
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| zhu_2026_lsb_brand_identification | Identification with time-honored brands. 3 items. 415 Chinese consumers aged 18-40 who had watched an e-commerce live-stream of a time-honored brand in the previous six months (Wenjuanxing panel, June-September 2025). 5-point agreement, 1 strongly disagree to 5 strongly agree; no missing cells. Item identifiers are the deposit's construct-prefixed codes, which match the paper's Fig 1 legend construct for construct and count for count. Four ordered-band covariates ship (age, education, income, viewing frequency) as band indices whose cut-points the article does not publish in readable text; gender and occupation are dropped because nothing states which code means what. (CC BY 4.0) Zhu T, Wang Y (2026). Live-streaming interaction and young consumers' identification with time-honored brands: The roles of emotional arousal and relationship strength. PLOS ONE 21(9): e0358753. | link |
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| zhu_2026_lsb_emotional_arousal | Emotional arousal. 4 items -- NOT an agreement scale: the paper measures this construct with four five-point SEMANTIC DIFFERENTIAL items where a higher score means greater arousal, while the other six constructs are agreement items. Both run 1-5 and are indistinguishable in the data, so anyone pooling constructs should know these are a different response format. The adjective anchors are not stated in the article's readable text. 415 Chinese consumers aged 18-40 who had watched an e-commerce live-stream of a time-honored brand in the previous six months (Wenjuanxing panel, June-September 2025). 5-point agreement, 1 strongly disagree to 5 strongly agree; no missing cells. Item identifiers are the deposit's construct-prefixed codes, which match the paper's Fig 1 legend construct for construct and count for count. Four ordered-band covariates ship (age, education, income, viewing frequency) as band indices whose cut-points the article does not publish in readable text; gender and occupation are dropped because nothing states which code means what. (CC BY 4.0) Zhu T, Wang Y (2026). Live-streaming interaction and young consumers' identification with time-honored brands: The roles of emotional arousal and relationship strength. PLOS ONE 21(9): e0358753. | link |
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| zhu_2026_lsb_interpersonal_interact | Interpersonal interaction during brand live-streaming. 3 items. 415 Chinese consumers aged 18-40 who had watched an e-commerce live-stream of a time-honored brand in the previous six months (Wenjuanxing panel, June-September 2025). 5-point agreement, 1 strongly disagree to 5 strongly agree; no missing cells. Item identifiers are the deposit's construct-prefixed codes, which match the paper's Fig 1 legend construct for construct and count for count. Four ordered-band covariates ship (age, education, income, viewing frequency) as band indices whose cut-points the article does not publish in readable text; gender and occupation are dropped because nothing states which code means what. (CC BY 4.0) Zhu T, Wang Y (2026). Live-streaming interaction and young consumers' identification with time-honored brands: The roles of emotional arousal and relationship strength. PLOS ONE 21(9): e0358753. | link |
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| zhu_2026_lsb_product_interaction | Product interaction during brand live-streaming. 3 items. 415 Chinese consumers aged 18-40 who had watched an e-commerce live-stream of a time-honored brand in the previous six months (Wenjuanxing panel, June-September 2025). 5-point agreement, 1 strongly disagree to 5 strongly agree; no missing cells. Item identifiers are the deposit's construct-prefixed codes, which match the paper's Fig 1 legend construct for construct and count for count. Four ordered-band covariates ship (age, education, income, viewing frequency) as band indices whose cut-points the article does not publish in readable text; gender and occupation are dropped because nothing states which code means what. (CC BY 4.0) Zhu T, Wang Y (2026). Live-streaming interaction and young consumers' identification with time-honored brands: The roles of emotional arousal and relationship strength. PLOS ONE 21(9): e0358753. | link |
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| zhu_2026_lsb_social_presence | Social presence during brand live-streaming. 4 items. 415 Chinese consumers aged 18-40 who had watched an e-commerce live-stream of a time-honored brand in the previous six months (Wenjuanxing panel, June-September 2025). 5-point agreement, 1 strongly disagree to 5 strongly agree; no missing cells. Item identifiers are the deposit's construct-prefixed codes, which match the paper's Fig 1 legend construct for construct and count for count. Four ordered-band covariates ship (age, education, income, viewing frequency) as band indices whose cut-points the article does not publish in readable text; gender and occupation are dropped because nothing states which code means what. (CC BY 4.0) Zhu T, Wang Y (2026). Live-streaming interaction and young consumers' identification with time-honored brands: The roles of emotional arousal and relationship strength. PLOS ONE 21(9): e0358753. | link |
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| zhu_2026_lsb_streamer_relationship | Consumer-streamer relationship strength. 5 items. 415 Chinese consumers aged 18-40 who had watched an e-commerce live-stream of a time-honored brand in the previous six months (Wenjuanxing panel, June-September 2025). 5-point agreement, 1 strongly disagree to 5 strongly agree; no missing cells. Item identifiers are the deposit's construct-prefixed codes, which match the paper's Fig 1 legend construct for construct and count for count. Four ordered-band covariates ship (age, education, income, viewing frequency) as band indices whose cut-points the article does not publish in readable text; gender and occupation are dropped because nothing states which code means what. (CC BY 4.0) Zhu T, Wang Y (2026). Live-streaming interaction and young consumers' identification with time-honored brands: The roles of emotional arousal and relationship strength. PLOS ONE 21(9): e0358753. | link |
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| zia_2026_ai_decision_support conjoint · source = "conj" |
771 Certified Crop Advisors (North America, Feb-Mar 2024) chose among three AI decision-support systems varying cost, accuracy, spatial precision and data ownership, or none of them, in 5 fixed choice sets (discrete choice experiment). (CC0 1.0) Zia, A., Gardezi, M., Yu, X., Ryan, B., Merrill, S. C., Clark, E. M., Dadkhah, A., Rizzo, D. M., McMaine, J., & Clay, D. (2026). Harnessing discrete choice experiments to elicit preferred configurations of trustworthy AI augmented decision support systems for certified crop advisors. Frontiers in Artificial Intelligence, 9, 1747663. | link |
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| ziller_2021_state_surveillance conjoint · source = "conj" |
Factorial vignette: 6,168 online respondents in Germany, the UK, France and Spain each read one description of a government surveillance programme varying policy scope (dragnet or targeted), data security and terror-threat salience (each possibly left out), and rated support and trust in government on 11-point scales. (CC0 1.0) Ziller, C., & Helbling, M. (2021). Public support for state surveillance. European Journal of Political Research, 60(4), 994-1006. | link |
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| znidarsic_2021_coworker_support | Co-worker support for work-family balance: the same 9 items as the leader-support block, re-asked about colleagues, rated 1-5. Item codes CS01-CS09 are positional. Responses from 247 Slovenian employees. (CC BY 4.0) Žnidaršič, J.; Bernik, M. (2021). Impact of work-family balance results on employee work engagement within the organization: The case of Slovenia. PLOS ONE, 16(1), e0245078. https://doi.org/10.1371/journal.pone.0245078 | link |
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| znidarsic_2021_leader_support | Leader support for work-family balance, 9 items rated 1 (never) to 5 (very often), following Shinn et al. Item codes LS01-LS09 are positional: the deposit has no item codes, only the full item stems as column headers. Responses from 247 Slovenian employees. (CC BY 4.0) Žnidaršič, J.; Bernik, M. (2021). Impact of work-family balance results on employee work engagement within the organization: The case of Slovenia. PLOS ONE, 16(1), e0245078. https://doi.org/10.1371/journal.pone.0245078 | link |
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| znidarsic_2021_org_practices | Organizational work-family practices, 25 items rated 1-5, drawn from the Slovenian Family-Friendly Company certificate measure set across eight areas including working time, work organization, workplace flexibility, leadership and services for families. Item codes OP01-OP25 are positional. Responses from 247 Slovenian employees. (CC BY 4.0) Žnidaršič, J.; Bernik, M. (2021). Impact of work-family balance results on employee work engagement within the organization: The case of Slovenia. PLOS ONE, 16(1), e0245078. https://doi.org/10.1371/journal.pone.0245078 | link |
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| znidarsic_2021_uwes | Utrecht Work Engagement Scale (UWES-9), 9 items rated 1-5. Responses from 247 Slovenian employees. (CC BY 4.0) Žnidaršič, J.; Bernik, M. (2021). Impact of work-family balance results on employee work engagement within the organization: The case of Slovenia. PLOS ONE, 16(1), e0245078. https://doi.org/10.1371/journal.pone.0245078 | link |
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| znidarsic_2021_wf_balance | Work-family balance, 4 items rated 1-5 (Brough et al.). Responses from 247 Slovenian employees. (CC BY 4.0) Žnidaršič, J.; Bernik, M. (2021). Impact of work-family balance results on employee work engagement within the organization: The case of Slovenia. PLOS ONE, 16(1), e0245078. https://doi.org/10.1371/journal.pone.0245078 | link |
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| zoorob_2021_brs | Brief Resilience Scale, 6 items, 1-5; items 2, 4, 6 deposited already reverse-scored. 1,115 US resident physicians surveyed early in the COVID-19 pandemic. Covariates: gender, age band, marital status, region, mindfulness, institutional support. (CC BY 4.0) Zoorob D, Shah S, La Saevig D, Murphy C, Aouthmany S, Brickman K (2021) Insight into resident burnout, mental wellness, and coping mechanisms early in the COVID-19 pandemic. PLoS ONE 16(4): e0250104. https://doi.org/10.1371/journal.pone.0250104 | link |
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| zoorob_2021_wellbeing | Resident Well-Being Index, 7 yes/no items. 1,115 US resident physicians surveyed early in the COVID-19 pandemic. Covariates: gender, age band, marital status, region, mindfulness, institutional support. (CC BY 4.0) Zoorob D, Shah S, La Saevig D, Murphy C, Aouthmany S, Brickman K (2021) Insight into resident burnout, mental wellness, and coping mechanisms early in the COVID-19 pandemic. PLoS ONE 16(4): e0250104. https://doi.org/10.1371/journal.pone.0250104 | link |
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| zorowitz_2023_marsib | Matrix Reasoning Item Bank (MaRs-IB) calibration study: 1,501 online adults, 16 puzzles each from 384 item clones of 64 templates, scored 0/1 with the chosen option (relative to the key) and response time (MIT) Zorowitz, S., Chierchia, G., Blakemore, S.-J., & Daw, N. D. (2024). An item response theory analysis of the matrix reasoning item bank (MaRs-IB). Behavior Research Methods, 56(3), 1104-1122. | link |
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| zorowitz_2023_marsib_nom nominal · source = "nom" |
Nominal companion of zorowitz_2023_marsib (MaRs-IB calibration study, 1,501 online adults, 384 item clones of 64 templates); text is the option chosen coded relative to the key (0 = correct, 1-3 = distractors). (MIT) Zorowitz, S., Chierchia, G., Blakemore, S.-J., & Daw, N. D. (2024). An item response theory analysis of the matrix reasoning item bank (MaRs-IB). Behavior Research Methods, 56(3), 1104-1122. | link |
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| zou_2020_ev_purchase conjoint · source = "conj" |
US car owners recruited on MTurk (n = 983, 2019) made 6 choices each between a gasoline car and an electric version with randomized price, driving range, slow-charging walking times at home and work, fast-charging time and fast-charging availability in town and on highways, in a new-car or used-car arm. (CC0 1.0) Zou, T., Khaloei, M., & MacKenzie, D. (2020). Effects of charging infrastructure characteristics on electric vehicle preferences of new and used car buyers in the United States. Transportation Research Record, 2674(12), 165-175. | link |
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| zou_2025_critical_thinking | Critical thinking disposition inventory (70 items, 7 dimensions, 7-pt Likert) from 201 Chinese college students. (CC BY 4.0) Zou et al. (2025). How does task complexity and task difficulty affect college students' writing performance? Critical thinking disposition. PLOS ONE. | link |
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| zou_2025_task_difficulty | Perceived task-difficulty ratings (5 items, 7-pt Likert) from 201 college students across 3 writing tasks of varying complexity (repeated measure, wave=task order). (CC BY 4.0) Zou et al. (2025). How does task complexity and task difficulty affect college students' writing performance? Critical thinking disposition. PLOS ONE. | link |
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| zubair_2021_altruism | 4-item Altruism scale (1-5 Likert) from the same survey of Pakistani public officials (CC BY 4.0) Zubair SS, Khan MA, Mukaram AT (2021) Public service motivation and organizational performance: Catalyzing effects of altruism, perceived social impact and political support. PLoS ONE. | link |
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| zubair_2021_org_performance | 8-item Organizational Performance scale (1-5 Likert) from the same survey of Pakistani public officials (CC BY 4.0) Zubair SS, Khan MA, Mukaram AT (2021) Public service motivation and organizational performance: Catalyzing effects of altruism, perceived social impact and political support. PLoS ONE. | link |
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| zubair_2021_political_support | 3-item Political Support scale (1-5 Likert) from the same survey of Pakistani public officials (CC BY 4.0) Zubair SS, Khan MA, Mukaram AT (2021) Public service motivation and organizational performance: Catalyzing effects of altruism, perceived social impact and political support. PLoS ONE. | link |
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| zubair_2021_psm | 5-item Public Service Motivation scale (1-5 Likert) from a survey of Pakistani public officials (CC BY 4.0) Zubair SS, Khan MA, Mukaram AT (2021) Public service motivation and organizational performance: Catalyzing effects of altruism, perceived social impact and political support. PLoS ONE. | link |
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| zubair_2021_social_impact | 4-item Perceived Social Impact scale (1-5 Likert) from the same survey of Pakistani public officials (CC BY 4.0) Zubair SS, Khan MA, Mukaram AT (2021) Public service motivation and organizational performance: Catalyzing effects of altruism, perceived social impact and political support. PLoS ONE. | link |
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| zucco2019_portfoliosalience competitions · source = "comp" |
Pairwise comparisons between cabinet positions in Brazil (CC0 1.0) Zucco, Cesar; Batista, Mariana; Power, Timothy, 2019, "Replication Data for: Measuring portfolio salience using the Bradley-Terry model: An illustration with data from Brazil", https://doi.org/10.7910/DVN/HJZSIM, Harvard Dataverse, V1, UNF:6:6qSTa2eXmoheavSmyYC9Wg== [fileUNF] | link |
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| zvi_2022_harassment_perception | 11-item vignette-perception/blame scale (1-5 Likert), from a study of Israeli lawyers' and law students' decision-making in sexual harassment cases (CC BY 4.0) Zvi L, Shechory-Bitton M (2022) In the eye of the beholder: Decision-making of lawyers in cases of sexual harassment. PLoS ONE. | link |
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| zvi_2022_legal_judgment | 27-item legal-judgment rating scale (1-7 Likert), same sample as zvi_2022_harassment_perception (CC BY 4.0) Zvi L, Shechory-Bitton M (2022) In the eye of the beholder: Decision-making of lawyers in cases of sexual harassment. PLoS ONE. | link |
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| zvi_2022_rei | 24-item Rational-Experiential Inventory cognitive-style scale (1-5 Likert), same sample as zvi_2022_harassment_perception (CC BY 4.0) Zvi L, Shechory-Bitton M (2022) In the eye of the beholder: Decision-making of lawyers in cases of sexual harassment. PLoS ONE. | link |
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