16,570 rated or chosen profiles from 2,781 respondents, in up to 3 tasks of 2 profiles varying on 9 attributes.
One of 3 tables from the same source; this one is the naturalization_policy table. The others are listed under Related tables.
| Description | Paired conjoint in which 2,781 respondents in Germany (online panel, pretest and main samples pooled) chose between two naturalization (citizenship) policy packages in 3 contests; 9-10 attributes describe the package's goal, requirements and rights. Outcome: preferred package (choice). |
|---|---|
| Reference | Helbling, M., Jäger, F., Maxwell, R., & Traunmüller, R. (2023). Broad and detailed agreement: Public preferences for German immigration policy. International Migration Review, 59(3), 1219-1232. |
| DOI | 10.1177/01979183231216076 |
| Licence | CC0 1.0 |
| Source data | https://doi.org/10.7910/DVN/JWPDYK |
These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.
| Respondents | 2,781 |
|---|---|
| Rows (one per respondent, task and profile) | 16,570 |
| Tasks per respondent (most) | 3 |
| Profiles per task | 2 |
| Attributes | 9 |
| Tasks with no profile chosen | 0 |
| Topic | immigration asylum |
|---|---|
| A profile represents | policy |
| Country | DE |
| Language shown | de |
| Language of stored levels | en |
| Randomization restrictions | unknown |
| Task order | recorded in the deposit |
| Profile position | unknown |
Outcomes:
| choice | Which of the two naturalization policies do you prefer? (paraphrase; Natchoice) [choice, forced] |
|---|
attr_citizenship_descendentsattr_dual_citizenshipattr_economic_requirementattr_integration_requirementattr_language_requirementattr_policy_goalattr_required_criminal_recordattr_required_time_residenceattr_withdrawal_citizenshipchoicecov_age_groupcov_attention_passcov_birth_yearcov_control_exp_3cov_educ_quotacov_gendercov_left_rightcov_party_prefcov_populism_1cov_populism_10cov_populism_11cov_populism_12cov_populism_2cov_populism_3cov_populism_4cov_populism_5cov_populism_6cov_populism_7cov_populism_8cov_populism_9cov_sampleidprofiletask
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("helbling_2023_naturalization_policy", source = "conj")
# Python
pip install irw
import irw
df = irw.fetch("helbling_2023_naturalization_policy", source="conj")
@article{Helbling_2023, title={Broad and Detailed Agreement: Public Preferences for German Immigration Policy}, volume={59}, ISSN={1747-7379}, url={http://dx.doi.org/10.1177/01979183231216076}, DOI={10.1177/01979183231216076}, number={3}, journal={International Migration Review}, publisher={SAGE Publications}, author={Helbling, Marc and Jäger, Felix and Maxwell, Rahsaan and Traunmüller, Richard}, year={2023}, month=Dec, pages={1219–1232} }
| IRW version | v584 |
|---|---|
| Redivis dataset | irw_conjoint_2 v1.4 |
| Redivis dataset DOI | 10.57761/hk97-wv30 |
| Manifest pin for this IRW version | v1.4 |
| Metadata source | irw_meta v44.0 |