1,595 rated or chosen profiles from 1,595 respondents, in up to 1 tasks of 1 profile varying on 3 attributes.
| Description | 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. |
|---|---|
| Reference | 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). |
| DOI | 10.1111/puar.13297 |
| Licence | CC0 1.0 |
| Source data | https://doi.org/10.7910/DVN/ZUOSR8 |
These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.
| Respondents | 1,595 |
|---|---|
| Rows (one per respondent, task and profile) | 1,595 |
| Tasks per respondent (most) | 1 |
| Profiles per task | 1 |
| Attributes | 3 |
| Topic | public administration |
|---|---|
| A profile represents | person |
| Country | unknown |
| Language shown | unknown |
| Language of stored levels | en |
| Task order | recorded in the deposit |
| Profile position | recorded in the deposit |
Outcomes:
| rating_willingness | unknown (willingness; variable label 'Willingness to help. 0-10. 10 = Very likely'; question wording not stored) [rating, 0 (Very unlikely) to 10 (Very likely)] |
|---|
attr_client_genderattr_competenceattr_motivationidprofilerating_willingnesstasktrial_cluster
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("guul_2021_caseworker_creaming", source = "conj")
# Python
pip install irw
import irw
df = irw.fetch("guul_2021_caseworker_creaming", source="conj")
@article{Guul_2020, title={Creaming among Caseworkers: Effects of Client Competence and Client Motivation on Caseworkers’ Willingness to Help}, volume={81}, ISSN={1540-6210}, url={http://dx.doi.org/10.1111/puar.13297}, DOI={10.1111/puar.13297}, number={1}, journal={Public Administration Review}, publisher={Wiley}, author={Guul, Thorbjørn Sejr and Pedersen, Mogens Jin and Petersen, Niels Bjørn Grund}, year={2020}, month=Oct, pages={12–22} }
| IRW version | v584 |
|---|---|
| Redivis dataset | irw_conjoint_2 v1.4 |
| Redivis dataset DOI | 10.57761/hk97-wv30 |
| Manifest pin for this IRW version | v1.4 |
| Metadata source | irw_meta v44.0 |