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Reproducibility package for How Culturally Wise Psychological Interventions Can Help Reduce Poverty

2025
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Reference ID
PP_NER_2025_405
DOI
https://doi.org/10.60572/pp5f-nr48
Author(s)
Catherine Cole Thomas, Patrick Premand, Thomas Bossuroy, Soumaila Abdoulaye Sambo, Hazel Rose Markus, Gregory M. Walton
Collections
Journal articles
Metadata
JSON
Created on
Oct 01, 2025
Last modified
Oct 01, 2025
  • Project Description
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  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    Poverty is characterized by multidimensional economic, social, and psychological forces that, notably, constrain one’s agency over their fate. How can interventions best support the agency of low-income individuals and, in so doing, boost poverty-reduction efforts? We theorize, and find, that agency interventions are effective when they are designed to be “culturally wise,” i.e., attuned to the model of agency predominant in a cultural context. Focusing on low-income women in rural Niger, Study 1 finds that local mental models of economic success are grounded primarily in interdependence, centering relational factors like social harmony, respect, and collective benefits. As evidenced by data from a U.S. sample, this contrasts with a more independent model of agency common in the West, which centers self-oriented personal factors like self-initiative. Study 2 finds empirical support for these mental models in secondary analyses examining relational mechanisms (e.g., social standing) and self-oriented personal mechanisms (e.g., self-efficacy) of women’s economic advancement in a highly effective multifaceted poverty reduction program. Study 3 reports a field experiment with program participants (n = 2,628) to compare, to a control, a Western-derived personal agency intervention and a culturally wise relational agency intervention. Only relational agency caused significant improvements in economic outcomes over 12 months, as well as some personal and relational outcomes. By contrast, personal agency showed limited effects, shifting only personal outcomes. These findings reveal the promise of research at the intersection of social and cultural psychology, behavioral science, and development economics to help address global poverty.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/358/download/1017/README.pdf
    Reproducibility package for How Culturally Wise Psychological Interventions Can Help Reduce Poverty
    File name
    PP_NER_2025_405
    Zip package
    PP_NER_2025_405.zip
    Title
    Reproducibility package for How Culturally Wise Psychological Interventions Can Help Reduce Poverty
    Date
    2025-08
    Dependencies
    R dependencies are listed in the file renv.lock.
    Instructions
    See README in reproducibility package.
    Notes
    Computational reproducibility verified by Development Impact (DECDI) Analytics team, World Bank. This reproducibility package corresponds to the journal article version of the paper. A separate reproducibility package for the working paper version is available and can be accessed here: https://reproducibility.worldbank.org/index.php/catalog/214
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    R
    Name
    R
    Version
    4.4.1

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Processor: Intel(R) Core(TM) i5-1145G7 CPU @ 2.60GHz
    • Memory available: 15.7 GB
    • Software version: Stata 18.0 MP

    Technology requirements

    Runtime: 4 minutes

    Reproduction instructions

    To reproduce the findings in this paper, a user should:

    1. Download the data from the Microdata Library as listed in the data section.
    2. Open the file CulturallyWise.proj.
    3. Restore the needed packages using renv::restore() and follow the prompts, or manually install the required packages.
    4. Open CulturallyWise_Code.rmd and knit the document.

    Data

    Datasets
    Adaptive Safety Nets Program 2017-2020, Baseline, Midline and Endline Impact Evaluation Surveys
    Name
    Adaptive Safety Nets Program 2017-2020, Baseline, Midline and Endline Impact Evaluation Surveys
    Note
    Located at: allrounds_NER_hh.csv, baseline_NER_hh.csv. To download data, click the link below and select get microdata, then download data in CSV, and place the data in the Data folder.
    Access policy
    Data is publicly available, but does not allow redistribution.
    License
    Public Use License
    License URL
    https://microdata.worldbank.org/index.php/terms-of-use#public_use
    Data URL
    https://doi.org/10.48529/0h1e-xt51
    Citation
    Premand, P. (2022). Adaptive Safety Nets Program 2017-2020, Baseline, Midline and Endline Impact Evaluation Surveys [Data set]. World Bank, Development Data Group. https://doi.org/10.48529/0H1E-XT51
    Adaptive Safety Net Project - Psychosocial Study 2018-2022
    Name
    Adaptive Safety Net Project - Psychosocial Study 2018-2022
    Note
    Located at: Data/ancillary_predictions.csv, study3_admin.csv, study3_endline.csv, study3_immediateoutcomes.csv. To download data, click the link below and select get microdata, then download data in CSV, and place the data in the Data folder.
    Access policy
    Data is publicly available, but does not allow redistribution.
    License
    Public Use License
    License URL
    https://microdata.worldbank.org/index.php/terms-of-use#public_use
    Data URL
    https://microdata.worldbank.org/index.php/catalog/7859
    Citation
    Thomas, C.C., Premand, P., Bossuroy, T., Sambo, A. S., Markus, H.R., & Walton, G.W. 2025. “How Culturally Wise Interventions Can Help Reduce Poverty.
    Data statement

    All data sources are publicly available, but they are not included in the reproducibility package.

    Description

    Output
    How Culturally Wise Psychological Interventions Can Help Reduce Poverty
    Type
    Journal Article
    Title
    How Culturally Wise Psychological Interventions Can Help Reduce Poverty
    Description
    Journal Articles
    Authors
    Author Affiliation Email
    Catherine Cole Thomas University of Michigan thomascc@umich.edu
    Patrick Premand World Bank ppremand@worldbank.org
    Thomas Bossuroy World Bank tbossuroy@worldbank.org
    Soumaila Abdoulaye Sambo Groupe de Recherche, d'Etudes et d'Action pour le Développement (GREAD) abdoulayesambosoumaila@gmail.com
    Hazel Rose Markus Stanford University hmarkus@stanford.edu
    Gregory M. Walton Stanford University gwalton@stanford.edu
    Date of production

    2025-08-14

    Scope and coverage

    Geographic locations
    Location Code
    Niger NER
    Keywords
    Poverty Behavioral Science Psychology Culture

    Disclaimer

    Disclaimer

    The materials in the reproducibility packages are distributed as they were prepared by the staff of the International Bank for Reconstruction and Development/The World Bank. The findings, interpretations, and conclusions expressed in this event do not necessarily reflect the views of the World Bank, the Executive Directors of the World Bank, or the governments they represent. The World Bank does not guarantee the accuracy of the materials included in the reproducibility package.

    Access and rights

    License
    Name URI
    Modified BSD3 https://opensource.org/license/bsd-3-clause/

    Contacts

    Contacts
    Name Affiliation Email
    Catherine Cole Thomas University of Michigan thomascc@umich.edu
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reproducibility WBG DECDI World Bank - Development Impact Department Verification and preparation of metadata
    Date of Production

    2025-09-30

    Document version

    1

    Citation

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