9,310 rated or chosen profiles from 582 respondents, in up to 8 tasks of 2 profiles varying on 10 attributes.
One of 2 tables from the same source; this one is the admissions table. The others are listed under Related tables.
| Description | U.S. Naval Academy midshipmen (n = 582) each chose between 8 pairs of hypothetical applicants to the Academy described by 10 randomized attributes (gender, race/ethnicity, SAT score, class rank, school type, home state, parents' education, family income, extra-curricular interest, recruited athlete). |
|---|---|
| Reference | Polga-Hecimovich, J., Carey, J. M., & Horiuchi, Y. (2021). Student attitudes toward campus diversity at the United States Naval Academy: Evidence from conjoint survey experiments. Armed Forces & Society, 47(2), 386-409. |
| DOI | 10.1177/0095327X18824665 |
| Licence | CC0 1.0 |
| Source data | https://doi.org/10.7910/DVN/AEA4RW |
These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.
| Respondents | 582 |
|---|---|
| Rows (one per respondent, task and profile) | 9,310 |
| Tasks per respondent (most) | 8 |
| Profiles per task | 2 |
| Attributes | 10 |
| Tasks with no profile chosen | 0 |
| Topic | labour hiring |
|---|---|
| A profile represents | person |
| Country | US |
| Language shown | en |
| Language of stored levels | en |
| Randomization restrictions | unknown |
| Task order | recorded in the deposit |
| Profile position | recorded in the deposit |
Outcomes:
| choice | Which of these two applicants should be given priority in admission to the U.S. Naval Academy? (paraphrase) [choice, forced] |
|---|
attr_extracurricularattr_family_incomeattr_genderattr_home_stateattr_hs_class_rankattr_hs_typeattr_parents_educationattr_race_ethnicityattr_recruited_athleteattr_sat_scorechoicecov_activity_club_sportscov_activity_culturalcov_activity_lgbtqcov_activity_military_skillscov_activity_nonecov_activity_othercov_activity_outdoorcov_activity_performing_artscov_activity_publicationscov_activity_religiouscov_activity_varsity_sportscov_gendercov_hs_rankcov_interest_engineeringcov_interest_humanitiescov_interest_math_sciencecov_parent_collegecov_parent_incomecov_parent_militarycov_parent_usnacov_party_idcov_racecov_satcov_years_at_usnaidprofiletask
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("polgahecimovich_2021_admissions", source = "conj")
# Python
pip install irw
import irw
df = irw.fetch("polgahecimovich_2021_admissions", source="conj")
@article{Polga_Hecimovich_2019, title={Student Attitudes Toward Campus Diversity at the U.S. Naval Academy: Evidence From Conjoint Survey Experiments}, volume={47}, ISSN={1556-0848}, url={http://dx.doi.org/10.1177/0095327X18824665}, DOI={10.1177/0095327x18824665}, number={2}, journal={Armed Forces & Society}, publisher={SAGE Publications}, author={Polga-Hecimovich, John and Carey, John M. and Horiuchi, Yusaku}, year={2019}, month=Feb, pages={386–409} }
| IRW version | v607 |
|---|---|
| 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 v47.0 |