19,640 rated or chosen profiles from 2,455 respondents, in up to 4 tasks of 2 profiles varying on 9 attributes.
| Description | 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. |
|---|---|
| Reference | 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. |
| DOI | 10.1086/732967 |
| Licence | CC0 1.0 |
| Source data | https://doi.org/10.7910/DVN/QTCNQD |
These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.
| Respondents | 2,455 |
|---|---|
| Rows (one per respondent, task and profile) | 19,640 |
| Tasks per respondent (most) | 4 |
| Profiles per task | 2 |
| Attributes | 9 |
| Tasks with no profile chosen | 0 |
| Topic | candidate choice, corruption accountability |
|---|---|
| A profile represents | person |
| Country | LB |
| Language shown | ar |
| Language of stored levels | ar |
| Randomization restrictions | unknown |
| Task order | recorded in the deposit |
| Profile position | recorded in the deposit |
Outcomes:
| choice | Which of the two candidates would you vote for? (paraphrase) [choice, forced] |
|---|
attr_educationattr_genderattr_partyattr_pietyattr_platformattr_political_experienceattr_relationship_with_supportersattr_sectattr_securitychoicecov_age_codecov_duration_seccov_governorate_codecov_household_income_codecov_household_net_income_codecov_sectcov_sex_codeidprofiletasktrial_prime
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("cammett_2024_clientelism_lebanon", source = "conj")
# Python
pip install irw
import irw
df = irw.fetch("cammett_2024_clientelism_lebanon", source="conj")
@article{Cammett_2025, title={Is Clientelism (Only) for the Poor? Insights on Class and Clientelism from a Survey Experiment in Lebanon}, volume={87}, ISSN={1468-2508}, url={http://dx.doi.org/10.1086/732967}, DOI={10.1086/732967}, number={3}, journal={The Journal of Politics}, publisher={University of Chicago Press}, author={Cammett, Melani and Parreira, Christiana and Atallah, Sami}, year={2025}, month=July, pages={1204–1209} }
| 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 |