qi_2025_health_redistribution

About this table

Notes

• Conjoint table (irw_conjoint). choice: forced choice between two health-insurance programs (wording not deposited), no opt-out. Levels are the author's short value labels; cost amounts are uncertain ($2/3/4/6 trillion in the value labels vs $2.4/3.2/4.3/6.2 trillion in the author's figures). Task/profile inferred from the profile identifier. The author's main analyses keep respondents passing 2+ of 4 screeners (cov_screener_count >= 2). IP addresses dropped.

These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.

Size and shape

Design

Task order or profile position was rebuilt from row order; analyses of position or task order should leave it out.

Outcomes:

Columns

attr_costattr_distributionattr_tax_burdenattr_transitionchoicecov_agecov_age_groupcov_attention_pass_1cov_attention_pass_2cov_attention_pass_3cov_attention_pass_4cov_duration_seccov_educationcov_employmentcov_gendercov_ideologycov_incomecov_party_idcov_party_id7cov_political_attentioncov_racecov_screener_countidprofiletask

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.

Get the 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("qi_2025_health_redistribution", source = "conj")

# Python
pip install irw

import irw
df = irw.fetch("qi_2025_health_redistribution", source="conj")

How to cite

@article{Qi_2025, title={Understanding Public Attitudes Toward Redistribution: Analysis by Ideological Subgroups}, volume={89}, ISSN={1537-5331}, url={http://dx.doi.org/10.1093/poq/nfaf046}, DOI={10.1093/poq/nfaf046}, number={3}, journal={Public Opinion Quarterly}, publisher={Oxford University Press (OUP)}, author={Qi, Hang}, year={2025}, pages={902–914} }

Version and provenance