3,125 rated or chosen profiles from 3,125 respondents, in up to 1 tasks of 1 profile varying on 3 attributes.
| Description | Malawian phone-survey respondents (May 2020) heard one vignette in which Covid-19 prevalence in their area, the authority asking (district hospital head or Traditional Authority) and the requested action (handwashing, no gatherings over 50, stay home) were randomized, then said whether they would comply and judged others' compliance, the authority's right to ask, risk reduction and monitoring. 3,125 respondents (religious-leader arm excluded). |
|---|---|
| Reference | Kao, K., Lust, E., Dulani, B., Ferree, K. E., Harris, A. S., & Metheney, E. (2021). The ABCs of Covid-19 prevention in Malawi: Authority, benefits, and costs of compliance. World Development, 137, 105167. |
| DOI | 10.1016/j.worlddev.2020.105167 |
| Licence | CC0 1.0 |
| Source data | https://doi.org/10.7910/DVN/P7YSQA |
These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.
| Respondents | 3,125 |
|---|---|
| Rows (one per respondent, task and profile) | 3,125 |
| Tasks per respondent (most) | 1 |
| Profiles per task | 1 |
| Attributes | 3 |
| Tasks with no profile chosen | 316 |
| Topic | health covid |
|---|---|
| A profile represents | scenario |
| Country | MW |
| Language shown | unknown |
| Language of stored levels | en |
| Task order | inferred from row order |
| Profile position | inferred from row order |
Task order or profile position was rebuilt from row order; analyses of position or task order should leave it out.
Outcomes:
| choice | Would you be likely to comply with the instructions from {Authority}? [choice, opt-out allowed] |
|---|---|
| rating_has_right | Do you think that {Authority} has the right to ask that you {Action}? [rating, 0 (No) to 1 (Yes)] |
| rating_lessen_risk | Do you think that you will be less likely to get Covid 19 if you {Action}? [rating, 0 (No) to 1 (Yes)] |
| rating_others_comply | Just to remind you, {Prevalence of Covid-19} in your area are sick with Covid 19, and {Authority} asked everyone to {Action}. When thinking about others in your area complying with the request from {Authority}, would you say that most, some, a few or none would be likely to comply? [rating, 1 to 4 (Most)] |
| rating_will_monitor | Do you think that {Authority} would know/monitor if you {Action}? [rating, 0 (No) to 1 (Yes)] |
attr_actionattr_authorityattr_prevalencechoicecov_agecov_agree_lockdowncov_best_understands_district_hospital_headcov_best_understands_nonecov_best_understands_religious_leadercov_best_understands_traditional_authoritycov_confidence_health_systemcov_districtcov_educationcov_ethnicitycov_gendercov_trust_covid_committeecov_trust_district_hospital_headcov_trust_governmentcov_trust_opposition_partiescov_trust_religious_leadercov_trust_traditional_authoritycov_trust_whoidprofilerating_has_rightrating_lessen_riskrating_others_complyrating_will_monitortask
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("kao_2021_covid_compliance", source = "conj")
# Python
pip install irw
import irw
df = irw.fetch("kao_2021_covid_compliance", source="conj")
@article{Kao_2021, title={The ABCs of Covid-19 prevention in Malawi: Authority, benefits, and costs of compliance}, volume={137}, ISSN={0305-750X}, url={http://dx.doi.org/10.1016/j.worlddev.2020.105167}, DOI={10.1016/j.worlddev.2020.105167}, journal={World Development}, publisher={Elsevier BV}, author={Kao, Kristen and Lust, Ellen and Dulani, Boniface and Ferree, Karen E. and Harris, Adam S. and Metheney, Erica}, year={2021}, month=Jan, pages={105167} }
| 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 |