2,976 rated or chosen profiles from 744 respondents, in up to 4 tasks of 1 profile varying on 3 attributes.
| Description | 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. |
|---|---|
| Reference | 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. |
| Licence | CC BY 4.0 |
| Source data | https://doi.org/10.5281/zenodo.23160049 |
These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.
| Respondents | 744 |
|---|---|
| Rows (one per respondent, task and profile) | 2,976 |
| Tasks per respondent (most) | 4 |
| Profiles per task | 1 |
| Attributes | 3 |
| Topic | public administration |
|---|---|
| A profile represents | person |
| Country | DE, TW |
| Language shown | unknown |
| Language of stored levels | en |
| Randomization restrictions | unknown |
| Task order | inferred from row order |
| Profile position | recorded in the deposit |
Task order or profile position was rebuilt from row order; analyses of position or task order should leave it out.
Outcomes:
| rating | Willingness to collaborate with the candidate (paraphrase) [rating, 1 (very unlikely) to 7 (very likely)] |
|---|
attr_characterattr_genderattr_positioncov_agecov_central_levelcov_countrycov_gender_codecov_political_orientationcov_studyingcov_typical_causing_efforcov_typical_constitutionacov_typical_democraticcov_typical_equalcov_typical_freecov_typical_friendlycov_typical_gratefulcov_typical_impatientcov_typical_independentcov_typical_nationalcov_typical_nicecov_typical_obligatedcov_typical_requestingcov_typical_taxablecov_typical_unfriendlycov_university_degreecov_workfield_psidprofileratingtasktrial_interactiontrial_policy_field
The layout (one row per respondent, task and profile; choice/rating outcomes; attr_ columns holding each attribute level as displayed) is defined in the IRW conjoint standard. What the outcomes asked is under Design above.
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("dahlweg_2026_citizen_collaboration", source = "conj")
# Python
pip install irw
import irw
df = irw.fetch("dahlweg_2026_citizen_collaboration", source="conj")
@misc{https://doi.org/10.5281/zenodo.23160049,
doi = {10.5281/ZENODO.23160049},
url = {https://zenodo.org/doi/10.5281/zenodo.23160049},
author = {Dahlweg, Anne and Guo, Yuwei and Liu, Helen K. and Vogel, Rick},
keywords = {implicit citizenship theories, citizen–state interaction, coproduction, conjoint experiment, public servants, prototypes, Germany, Taiwan, willingness to collaborate, public administration},
language = {en},
title = {Replication data for "Public servants' implicit citizenship theories and willingness to collaborate with citizens: A cross-country study"},
publisher = {Zenodo},
year = {2026},
copyright = {Creative Commons Attribution 4.0 International}
}
| IRW version | v584 |
|---|---|
| Redivis dataset | irw_conjoint v4.2 |
| Redivis dataset DOI | 10.57761/qkye-q530 |
| Manifest pin for this IRW version | v4.2 |
| Metadata source | irw_meta v44.0 |