9,152 rated or chosen profiles from 572 respondents, in up to 8 tasks of 2 profiles varying on 9 attributes.
One of 2 tables from the same source; this one is the faculty table. The others are listed under Related tables.
| Description | U.S. Naval Academy midshipmen (n = 572) each chose between 8 pairs of hypothetical faculty candidates described by 9 randomized attributes (department, position, civil-military status, race/ethnicity, gender, graduate and undergraduate institution, teaching and research record). |
|---|---|
| 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 | 572 |
|---|---|
| Rows (one per respondent, task and profile) | 9,152 |
| Tasks per respondent (most) | 8 |
| Profiles per task | 2 |
| Attributes | 9 |
| 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 candidate do you think should be given priority in faculty recruitment? Even if you are not entirely sure, please indicate which of the two you would be most likely to choose. [choice, forced] |
|---|
attr_civil_military_statusattr_departmentattr_genderattr_graduate_degreeattr_positionattr_race_ethnicityattr_research_recordattr_teaching_recordattr_undergraduate_degreechoicecov_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_faculty", source = "conj")
# Python
pip install irw
import irw
df = irw.fetch("polgahecimovich_2021_faculty", 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 |