76,831 responses from 7,725 respondents to 10 items.
One of 8 tables from the same source; this one is the zhong table. The others are listed under Related tables.
| Description | 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. |
|---|---|
| Reference | 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. |
| DOI | 10.1177/2515245918810225 |
| Licence | CC0 1.0 |
| Source data | https://osf.io/8cd4r/ |
| Responses | 76,831 |
|---|---|
| Respondents | 7,725 |
| Items | 10 |
| Response categories | 7 |
| Responses per respondent | 9.946 |
| Responses per item | 7683.100 |
| Density | 0.995 |
| Longitudinal | FALSE |
This codebook is reconstructed by the IRW from the IRW data standard and the script that built it, manylabs2_klein_2018_studies.py. It is our best reading, not the source’s own codebook, and it may contain mistakes. Where the two disagree, the source data are the authority. If you find an error, please tell us.
| Column | What it is | Source column |
|---|---|---|
| IRW standard columns | ||
cluster_id | IRW standard The group a focal unit is nested in — classroom, teacher, school. | made in the build script |
id | IRW standard Identifier for the focal unit being measured — typically a person, but sometimes another entity (e.g., a word in a lexical task). | made in the build script |
item | IRW standard Item identifier. | made in the build script |
resp | IRW standard Response value. | made in the build script |
treat | IRW standard Treatment group assignment in experimental studies. | made in the build script |
| Respondent covariates | ||
cov_country | Covariate | made in the build script |
What item codes and covariate values stand for is in the codebook released with the source data.
Or load it directly in R or Python (both need a free Redivis account; the first call opens a browser to sign in):
# R
install.packages("remotes")
remotes::install_github("itemresponsewarehouse/Rpkg")
library(irw)
df <- irw_fetch("manylabs2_klein_2018_zhong")
# Python
pip install irw
import irw
df = irw.fetch("manylabs2_klein_2018_zhong")
@article{Klein_2018, title={Many Labs 2: Investigating Variation in Replicability Across Samples and Settings}, volume={1}, ISSN={2515-2467}, url={http://dx.doi.org/10.1177/2515245918810225}, DOI={10.1177/2515245918810225}, number={4}, journal={Advances in Methods and Practices in Psychological Science}, publisher={SAGE Publications}, author={Klein, Richard A. and Vianello, Michelangelo and Hasselman, Fred and Adams, Byron G. and Adams, Reginald B. and Alper, Sinan and Aveyard, Mark and Axt, Jordan R. and Babalola, Mayowa T. and Bahník, Štěpán and Batra, Rishtee and Berkics, Mihály and Bernstein, Michael J. and Berry, Daniel R. and Bialobrzeska, Olga and Binan, Evans Dami and Bocian, Konrad and Brandt, Mark J. and Busching, Robert and Rédei, Anna Cabak and Cai, Huajian and Cambier, Fanny and Cantarero, Katarzyna and Carmichael, Cheryl L. and Ceric, Francisco and Chandler, Jesse and Chang, Jen-Ho and Chatard, Armand and Chen, Eva E. and Cheong, Winnee and Cicero, David C. and Coen, Sharon and Coleman, Jennifer A. and Collisson, Brian and Conway, Morgan A. and Corker, Katherine S. and Curran, Paul G. and Cushman, Fiery and Dagona, Zubairu K. and Dalgar, Ilker and Dalla Rosa, Anna and Davis, William E. and de Bruijn, Maaike and De Schutter, Leander and Devos, Thierry and de Vries, Marieke and Doğulu, Canay and Dozo, Nerisa and Dukes, Kristin Nicole and Dunham, Yarrow and Durrheim, Kevin and Ebersole, Charles R. and Edlund, John E. and Eller, Anja and English, Alexander Scott and Finck, Carolyn and Frankowska, Natalia and Freyre, Miguel-Ángel and Friedman, Mike and Galliani, Elisa Maria and Gandi, Joshua C. and Ghoshal, Tanuka and Giessner, Steffen R. and Gill, Tripat and Gnambs, Timo and Gómez, Ángel and González, Roberto and Graham, Jesse and Grahe, Jon E. and Grahek, Ivan and Green, Eva G. T. and Hai, Kakul and Haigh, Matthew and Haines, Elizabeth L. and Hall, Michael P. and Heffernan, Marie E. and Hicks, Joshua A. and Houdek, Petr and Huntsinger, Jeffrey R. and Huynh, Ho Phi and IJzerman, Hans and Inbar, Yoel and Innes-Ker, Åse H. and Jiménez-Leal, William and John, Melissa-Sue and Joy-Gaba, Jennifer A. and Kamiloğlu, Roza G. and Kappes, Heather Barry and Karabati, Serdar and Karick, Haruna and Keller, Victor N. and Kende, Anna and Kervyn, Nicolas and Knežević, Goran and Kovacs, Carrie and Krueger, Lacy E. and Kurapov, German and Kurtz, Jamie and Lakens, Daniël and Lazarević, Ljiljana B. and Levitan, Carmel A. and Lewis, Neil A. and Lins, Samuel and Lipsey, Nikolette P. and Losee, Joy E. and Maassen, Esther and Maitner, Angela T. and Malingumu, Winfrida and Mallett, Robyn K. and Marotta, Satia A. and Međedović, Janko and Mena-Pacheco, Fernando and Milfont, Taciano L. and Morris, Wendy L. and Murphy, Sean C. and Myachykov, Andriy and Neave, Nick and Neijenhuijs, Koen and Nelson, Anthony J. and Neto, Félix and Lee Nichols, Austin and Ocampo, Aaron and O’Donnell, Susan L. and Oikawa, Haruka and Oikawa, Masanori and Ong, Elsie and Orosz, Gábor and Osowiecka, Malgorzata and Packard, Grant and Pérez-Sánchez, Rolando and Petrović, Boban and Pilati, Ronaldo and Pinter, Brad and Podesta, Lysandra and Pogge, Gabrielle and Pollmann, Monique M. H. and Rutchick, Abraham M. and Saavedra, Patricio and Saeri, Alexander K. and Salomon, Erika and Schmidt, Kathleen and Schönbrodt, Felix D. and Sekerdej, Maciej B. and Sirlopú, David and Skorinko, Jeanine L. M. and Smith, Michael A. and Smith-Castro, Vanessa and Smolders, Karin C. H. J. and Sobkow, Agata and Sowden, Walter and Spachtholz, Philipp and Srivastava, Manini and Steiner, Troy G. and Stouten, Jeroen and Street, Chris N. H. and Sundfelt, Oskar K. and Szeto, Stephanie and Szumowska, Ewa and Tang, Andrew C. W. and Tanzer, Norbert and Tear, Morgan J. and Theriault, Jordan and Thomae, Manuela and Torres, David and Traczyk, Jakub and Tybur, Joshua M. and Ujhelyi, Adrienn and van Aert, Robbie C. M. and van Assen, Marcel A. L. M. and van der Hulst, Marije and van Lange, Paul A. M. and van ’t Veer, Anna Elisabeth and Vásquez- Echeverría, Alejandro and Ann Vaughn, Leigh and Vázquez, Alexandra and Vega, Luis Diego and Verniers, Catherine and Verschoor, Mark and Voermans, Ingrid P. J. and Vranka, Marek A. and Welch, Cheryl and Wichman, Aaron L. and Williams, Lisa A. and Wood, Michael and Woodzicka, Julie A. and Wronska, Marta K. and Young, Liane and Zelenski, John M. and Zhijia, Zeng and Nosek, Brian A.}, year={2018}, month=Dec, pages={443–490} }
| IRW version | v584 |
|---|---|
| Redivis dataset | item_response_warehouse_5 v8.5 |
| Redivis dataset DOI | 10.57761/41xy-5k56 |
| Manifest pin for this IRW version | v8.5 |
| Metadata source | irw_meta v44.0 |