18,826 rated or chosen profiles from 1,072 respondents, in up to 9 tasks of 2 profiles varying on 7 attributes.
One of 2 tables from the same source; this one is the germany table. The others are listed under Related tables.
| Description | German adults compared pairs of hypothetical migrant applicants (gender, language fluency, occupation, origin, reason for migration incl. climate reasons, religion, vulnerability; German text) over 9 tasks; 1,072 respondents. Outcomes: 1-7 rating of whether Germany should admit each migrant, and a forced choice of which one may stay. |
|---|---|
| Reference | Arias, S. B., & Blair, C. W. (2022). Changing tides: Public attitudes on climate migration. The Journal of Politics, 84(1), 560-567. |
| DOI | 10.1086/715163 |
| Licence | CC0 1.0 |
| Source data | https://doi.org/10.7910/DVN/FDML2N |
These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.
| Respondents | 1,072 |
|---|---|
| Rows (one per respondent, task and profile) | 18,826 |
| Tasks per respondent (most) | 9 |
| Profiles per task | 2 |
| Attributes | 7 |
| Tasks with no profile chosen | 0 |
| Topic | immigration asylum |
|---|---|
| A profile represents | person |
| Country | DE |
| Language shown | de |
| Language of stored levels | de, en |
| Randomization restrictions | yes (stated by the source): Language fluency 'Keine' (None) never shown with origin 'Aus einem anderen Teil Ihres Landes' (another region in your country) |
| Task order | recorded in the deposit |
| Profile position | recorded in the deposit |
Because the attribute levels were not randomized independently, an estimator has to account for the restriction; a plain difference in means across levels can mislead.
Outcomes:
| choice | Stellen Sie sich jetzt vor, Sie müssten einen Bewerber auswählen, der in Ihrem Land bleiben darf und der andere Bewerber würde an seinen Herkunftsland zurückgeschickt. Welchen der beiden Bewerber würden Sie persönlich bevorzugen, in Ihrem Land bleiben zu dürfen? [choice, forced] |
|---|---|
| rating | Auf einer Skala von 1 bis 7 – wobei 1 angibt, dass Ihr Land den Migranten absolut nicht zulassen sollte und 7 angibt, dass Ihr Land den Migranten definitiv zulassen sollte – wie würden Sie Migrant 1 bewerten? [rating, 1 (Ihr Land den Migranten absolut nicht zulassen sollte) to 7 (Ihr Land den Migranten definitiv zulassen sollte)] |
attr_genderattr_language_fluencyattr_occupationattr_originattr_reasonattr_religionattr_vulnerabilityattrpos_genderattrpos_language_fluencyattrpos_occupationattrpos_originattrpos_reasonattrpos_religionattrpos_vulnerabilitychoicecov_agecov_gendercov_native_borncov_stateidprofileratingtask
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("arias_2022_climate_migrants_germany", source = "conj")
# Python
pip install irw
import irw
df = irw.fetch("arias_2022_climate_migrants_germany", source="conj")
@article{Arias_2022, title={Changing Tides: Public Attitudes on Climate Migration}, volume={84}, ISSN={1468-2508}, url={http://dx.doi.org/10.1086/715163}, DOI={10.1086/715163}, number={1}, journal={The Journal of Politics}, publisher={University of Chicago Press}, author={Arias, Sabrina B. and Blair, Christopher W.}, year={2022}, month=Jan, pages={560–567} }
| IRW version | v584 |
|---|---|
| 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 v44.0 |