kreps_2020_covid_vaccine

19,710 rated or chosen profiles from 1,971 respondents, in up to 5 tasks of 2 profiles varying on 7 attributes.

About this table

DescriptionCOVID-19 vaccine conjoint: 1,971 U.S. adults (Lucid, July 2020) each saw 5 pairs of hypothetical vaccines varying on 7 attributes (efficacy, duration, major and minor side effects, FDA approval, origin, endorsement); choice of vaccine A, B or neither, plus a 7-point likelihood of taking each.
ReferenceKreps, S., Prasad, S., Brownstein, J. S., Hswen, Y., Garibaldi, B. T., Zhang, B., & Kriner, D. L. (2020). Factors associated with US adults' likelihood of accepting COVID-19 vaccination. JAMA Network Open, 3(10), e2025594.
DOI10.1001/jamanetworkopen.2020.25594
LicenceCC0 1.0
Source datahttps://doi.org/10.7910/DVN/6BSJYP

Notes

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

Size and shape

Respondents1,971
Rows (one per respondent, task and profile)19,710
Tasks per respondent (most)5
Profiles per task2
Attributes7
Tasks with no profile chosen2,071

Design

Topichealth covid
A profile representsproduct service
CountryUS
Language shownunknown
Language of stored levelsen
Randomization restrictionsunknown
Task orderrecorded in the deposit
Profile positionrecorded in the deposit

Outcomes:

choiceasked whether they would choose vaccine A, vaccine B, or neither vaccine (paraphrase) [choice, opt-out allowed]
ratingHow likely or unlikely would you be to get Vaccine A [B] [rating, 1 (extremely unlikely) to 7 (extremely likely)]

Columns

attr_durationattr_efficacyattr_endorsedattr_fdaattr_majorsideattr_minorsideattr_originchoicecov_agecov_covid_chinacov_covid_fed_approvecov_covid_futurecov_educationcov_evangelicalcov_flu_vaccinecov_gendercov_ideologycov_incomecov_insurancecov_mandatory_vaxcov_party_idcov_party_leancov_personal_contact1cov_personal_contact2cov_pharmacov_pres_approvalcov_race_1cov_race_2cov_race_3cov_race_4cov_race_5cov_race_6cov_religcov_statecov_vaccine_safetycov_work_homecov_work_statusidprofileratingtask

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

Download CSVno account neededBrowse on Redivisexplore and queryCroissant metadataHugging Face, Kaggle, OpenML

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("kreps_2020_covid_vaccine", source = "conj")
# Python
pip install irw

import irw
df = irw.fetch("kreps_2020_covid_vaccine", source="conj")

How to cite

@article{Kreps_2020, title={Factors Associated With US Adults’ Likelihood of Accepting COVID-19 Vaccination}, volume={3}, ISSN={2574-3805}, url={http://dx.doi.org/10.1001/jamanetworkopen.2020.25594}, DOI={10.1001/jamanetworkopen.2020.25594}, number={10}, journal={JAMA Network Open}, publisher={American Medical Association (AMA)}, author={Kreps, Sarah and Prasad, Sandip and Brownstein, John S. and Hswen, Yulin and Garibaldi, Brian T. and Zhang, Baobao and Kriner, Douglas L.}, year={2020}, month=Oct, pages={e2025594} }

Version and provenance

IRW versionv584
Redivis datasetirw_conjoint v4.2
Redivis dataset DOI10.57761/qkye-q530
Manifest pin for this IRW versionv4.2
Metadata sourceirw_meta v44.0