The Hainmueller & Hopkins (2015) immigration conjoint experiment. Contains ~1400 respondents, each evaluating 5 pairs of immigrant profiles (13,960 rows total). Nine attributes with ~50 levels, binary forced-choice.
Format
A data frame with 13,960 rows and 13 columns:
- CaseID
Respondent identifier
- contest_no
Task number (1-5)
- profile
Profile number within task (1 or 2)
- Gender
Immigrant gender: female, male
- Education
Education level (7 levels: no formal through graduate degree)
- LanguageSkills
English ability (4 levels)
- CountryofOrigin
Country of origin (10 levels)
- Job
Occupation (11 levels)
- JobExperience
Work experience (4 levels)
- JobPlans
Employment plans (4 levels)
- ReasonforApplication
Immigration reason (3 levels)
- PriorEntry
Prior US entry history (5 levels)
- Chosen_Immigrant
Binary outcome: 1 if chosen, 0 if not
Source
Hainmueller, J. & Hopkins, D. (2015). The Hidden American Immigration Consensus: A Conjoint Analysis of Attitudes toward Immigrants. American Journal of Political Science, 59(3), 529-548.
Examples
data(immig)
head(immig)
#> CaseID contest_no profile Gender Education LanguageSkills
#> 1 4 1 1 male high school tried English but unable
#> 2 4 1 2 female no formal used interpreter
#> 3 4 2 1 female graduate degree fluent English
#> 4 4 2 2 female 4th grade fluent English
#> 5 4 3 1 female high school broken English
#> 6 4 3 2 male college degree fluent English
#> CountryofOrigin Job JobExperience JobPlans
#> 1 Iraq nurse 5+ years contract with employer
#> 2 France child care provider 3-5 years interviews with employer
#> 3 Sudan gardener 3-5 years contract with employer
#> 4 Germany construction worker 5+ years interviews with employer
#> 5 Philippines nurse 5+ years interviews with employer
#> 6 Sudan child care provider none contract with employer
#> ReasonforApplication PriorEntry Chosen_Immigrant
#> 1 seek better job once as tourist 1
#> 2 seek better job once w/o authorization 0
#> 3 escape persecution once as tourist 0
#> 4 reunite with family never 1
#> 5 seek better job once w/o authorization 1
#> 6 seek better job never 0
table(immig$Chosen_Immigrant)
#>
#> 0 1
#> 1000 1000