2,401 rated or chosen profiles from 2,401 respondents, in up to 1 tasks of 1 profile varying on 2 attributes.

One of 4 tables from the same source; this one is the crime_measures table. The others are listed under Related tables.

About this table

Description	Mexican adults (Pollfish online survey, 2021-22; n = 2,401) rated agreement that reducing crime needs more security forces on the streets, with the territorial scope and an accompanying social or punitive measure randomized (experiment 5, the article's experiment).
Reference	Berens, S., López García, A. I., & Maydom, B. (2024). Classrooms or crackdowns? How violence affects security policy preferences in Mexico. Studies in Comparative International Development, 61(1), 10-33.
DOI	10.1007/s12116-024-09445-z
Licence	CC0 1.0
Source data	https://doi.org/10.7910/DVN/W1YF9Y

Notes

Conjoint table (irw_conjoint). Agreement 1-5 with 'Para reducir y controlar el crimen <territory>, se necesitan a más fuerzas de seguridad en las calles <measure>' (experiment 5, Q26; the article's experiment). One sentence per respondent with two randomized clauses (control = clause omitted, '(not shown)'); Spanish clause text from the bilingual questionnaire. Pollfish online sample, Mexico, Dec 2021-Jan 2022, n = 2,401; no weight.

These notes describe the source data, which the IRW reproduces as released. All notes are listed on the Data Notes page.

Size and shape

Respondents	2,401
Rows (one per respondent, task and profile)	2,401
Tasks per respondent (most)	1
Profiles per task	1
Attributes	2

Design

Topic	crime justice policing
A profile represents	policy
Country	MX
Language shown	es
Language of stored levels	es
Randomization restrictions	unknown
Task order	recorded in the deposit
Profile position	recorded in the deposit

Outcomes:

rating	Por favor indique ¿qué tan de acuerdo está usted con la siguiente frase? “Para reducir y controlar el crimen <variación 1>, se necesitan a más fuerzas de seguridad en las calles <variación 2>” [rating, 1 (Muy en desacuerdo) to 5 (Muy de acuerdo)]

Columns

attr_measureattr_territorycov_agecov_age_groupcov_birth_yearcov_education_codecov_genderidprofileratingtask

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.

Get the data

Download CSVno account needed Browse on Redivisexplore and query Croissant metadataHugging Face, Kaggle, OpenML

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("berens_2024_crime_measures", source = "conj")

# Python
pip install irw

import irw
df = irw.fetch("berens_2024_crime_measures", source="conj")

How to cite

@article{Berens_2024, title={Classrooms or Crackdowns? How Violence Affects Security Policy Preferences in Mexico}, volume={61}, ISSN={1936-6167}, url={http://dx.doi.org/10.1007/s12116-024-09445-z}, DOI={10.1007/s12116-024-09445-z}, number={1}, journal={Studies in Comparative International Development}, publisher={Springer Science and Business Media LLC}, author={Berens, Sarah and López García, Ana Isabel and Maydom, Barry}, year={2024}, month=Oct, pages={10–33} }

Version and provenance

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