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PRWP

Reproducibility package for From Awareness To Action? Experimental Evidence On Challenges In Reducing School-Related Gender-Based Violence Through A Multi-Component Program In Zambia

2025
Get Reproducibility Package
Reference ID
RR_ZMB_2025_438
Author(s)
Sophia Friedson-Ridenour, Wei Chang, Menaal Ebrahim, Anu Jose, Tara Bedi, Michael King, Musama Obbie, Kahilu Samuyachi, Carla Z Glave Barrantes, Yenny Chavarria Garcia
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Oct 08, 2025
Last modified
Oct 08, 2025
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Overview

    Abstract

    School-related gender-based violence (SRGBV) remains widespread in low- and middle income countries, yet rigorous evidence on effective prevention strategies is limited. This study evaluates the Empowerment Pilot, a multi-component program designed to address SRGBV in Zambian secondary schools. Employing a mixed-methods approach, we draw on quantitative data from a cluster randomized controlled trial involving over 4,467 students across 90 schools, alongside qualitative research. We find that violence is prevalent, gendered, and normalized in schools. While the program increased student discussions about violence, it did not reduce overall levels of violence. Implementation challenges and limited diffusion beyond club participants further limited program impact. The study highlights significant institutional and cultural barriers to reducing SRGBV and underscores the need for comprehensive, school-wide strategies that strengthen accountability and address underlying social norms perpetuating violence in resource-constrained contexts.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/361/download/1026/README.pdf
    Reproducibility package for From Awareness To Action? Experimental Evidence On Challenges In Reducing School-Related Gender-Based Violence Through A Multi-Component Program In Zambia
    File name
    RR_ZMB_2025_438
    Zip package
    RR_ZMB_2025_438.zip
    Title
    Reproducibility package for From Awareness To Action? Experimental Evidence On Challenges In Reducing School-Related Gender-Based Violence Through A Multi-Component Program In Zambia
    Date
    2025-10
    Dependencies
    Stata dependencies are listed in the ado folder.
    Instructions
    See README in reproducibility package.
    Notes
    Computational reproducibility verified by Development Impact (DECDI) Analytics team, World Bank.
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    18 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Processor: INTEL(R) XEON(R) PLATINUM 8562Y+ 2.80 GHz (4 processors)
    • Memory available: 32.0 GB

    Technology requirements

    Run time: ~ 10 minutes.

    Reproduction instructions
    1. Secure Access to Data: Access the datasets not included in the package. See subsection Datasets and the README for more details.
    2. Download and Place Data: Once the data is accessed, users should place it in the appropriate folder.
    3. Run the Package: After placing the data in the folder,:
      • Update the global in line 33of the do-file "master" to your folder's location and run the do-file.

    Since all the data is not included, the package includes the results produced by replicators in the Results folder. These files can be used to review the results presented in the paper.

    Data

    Datasets
    Impact Evaluation of an Empowerment Pilot to Reduce School-Related Gender-Based Violence in Zambia 2024
    Name
    Impact Evaluation of an Empowerment Pilot to Reduce School-Related Gender-Based Violence in Zambia 2024
    Note
    Source: World Bank. The data used is endline survey data of an impact evaluation of an intervention to address school-related gender-based violence in Zambia. These are included in the Microdata Library at the URL below. Files: Ado_survey_treatment_anon.dta; Attendance.dta; school_questionnaire_clean_anon; Teachers_anon
    Access policy
    Data is publicly available but does not allow redistribution.
    Data URL
    https://microdata.worldbank.org/index.php/catalog/7858/study-description
    Data statement

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

    Description

    Output
    From Awareness To Action? Experimental Evidence On Challenges In Reducing School-Related Gender-Based Violence Through A Multi-Component Program In Zambia
    Type
    Working Paper
    Title
    From Awareness To Action? Experimental Evidence On Challenges In Reducing School-Related Gender-Based Violence Through A Multi-Component Program In Zambia
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Sophia Friedson-Ridenour World Bank friedsonridenour@worldbank.org
    Wei Chang World Bank wchang3@worldbank.org
    Menaal Ebrahim World Bank mebrahim@worldbank.org
    Anu Jose University of Galway anu.jose@universityofgalway.ie
    Tara Bedi Trinity College Dublin bedit@tcd.ie
    Michael King Trinity College Dublin kingm4@tcd.ie
    Musama Obbie Ministry of Education, Republic of Zambia musaobbie@gmail.com
    Kahilu Samuyachi Ministry of Education, Republic of Zambia kahilusamuyachi@yahoo.com
    Carla Z Glave Barrantes University of Wisconsin-Madison carla.glave@wisc.edu
    Yenny Chavarria Garcia University of Wisconsin-Madison chavarriagar@wisc.edu
    Date of production

    2025-10-08

    Scope and coverage

    Geographic locations
    Location Code
    Zambia ZMB
    Keywords
    School-Related Gender-Based Violence Adolescent Girls Zambia
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    I24 Education and Inequality I2 Journal of Economic Literature (JEL)
    J16 Economics of Gender • Non-labor Discrimination J1 Journal of Economic Literature (JEL)
    I12 Health Behavior I1 Journal of Economic Literature (JEL)

    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
    Sophia Friedson-Ridenour World Bank friedsonridenour@worldbank.org
    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

    2025-10-08

    Document version

    1

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