becker_2026_housing_text

About this table

Notes

• Conjoint table (irw_conjoint_2). One profile per respondent (a text profile); choice = 1 for Yes to 'if it were put to a public vote, would you support it being built in your neighborhood?' (yes/no; a single-profile vote, so No is the opt-out). Three attributes randomized independently and equally likely (12 combinations); the other presentation mode is a separate table. Authors' exclusions (bot score, under 2 minutes, attention check) applied; N = 1,706 as in the article's models; ZIP codes, panel ids and free text removed.

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

Outcomes:

Columns

attr_housing_typeattr_monthly_costattr_racial_makeupchoicecov_birth_yearcov_crisis_viewcov_duration_seccov_educationcov_gendercov_housing_crisiscov_ideologycov_impact_affordabilitycov_impact_charactercov_impact_crimecov_impact_property_valuescov_impact_schoolscov_impact_trafficcov_importance_affordabilitycov_importance_charactercov_importance_crimecov_importance_property_valuescov_importance_schoolscov_importance_trafficcov_incomecov_infill_supportcov_neighborhood_typecov_party_idcov_pid_leancov_pid_strength_demcov_pid_strength_repcov_recaptcha_scorecov_rentercov_statecov_vote_2020cov_vote_2020_hypcov_voted_2020cov_years_in_neighborhoodidprofiletask

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("becker_2026_housing_text", source = "conj")

# Python
pip install irw

import irw
df = irw.fetch("becker_2026_housing_text", source="conj")

How to cite

@article{Becker_2026, title={“We need the right kind of people in this neighborhood”: racial motivation in opposition to new housing construction}, ISSN={2049-8489}, url={http://dx.doi.org/10.1017/psrm.2026.10131}, DOI={10.1017/psrm.2026.10131}, journal={Political Science Research and Methods}, publisher={Cambridge University Press (CUP)}, author={Becker, Clayton}, year={2026}, month=Oct, pages={1–21} }

Version and provenance