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PRWP

Reproducibility package for The Enduring Impacts of a Big Push During Multiple Crises: Experimental Evidence From Afghanistan

2023
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Reference ID
RR_AFG_2023_13-v01
DOI
https://doi.org/10.60572/axgg-a149
Author(s)
Guadalupe Bedoya, Yulia Belyakova, Aidan Coville, Thomas Escande, Mohammad Isaqzadeh, Aminata Ndiaye
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Oct 23, 2023
Last modified
Oct 23, 2023
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
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  • Information on metadata
  • Citation
  • Overview

    Abstract

    Programs to reduce poverty are needed even more in fragile and conflict settings, where social protection is weakest and the poor are increasingly vulnerable to shocks of all types. This paper studies the long-run experimental effects of providing ultra-poor women in Afghanistan with a package including livestock assets, a monthly cash stipend and coaching. Five years after the asset transfer, before the regime change, treatment households have significantly higher levels of consumption, assets, market work participation, financial inclusion, children's school enrollment, and women's psychological well-being and empowerment, relative to the control group, while the country endured multiple concurrent health, violence and economic shocks. Households build resilience by diversifying productive activities and the program improves equality by reducing the gaps between ultra-poor and non-ultra-poor households across multiple dimensions. The persistent impacts of this one-off support package amidst multiple shocks highlight the potential -and limitations- of such multi-faceted interventions to support the most vulnerable populations and improve their resilience under increasing fragility in some of the harshest conditions in the world.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/69/download/164/README.pdf
    Reproducibility package (code) for The Enduring Impacts of a Big Push During Multiple Crises: Experimental Evidence From Afghanistan
    Title
    Reproducibility package (code) for The Enduring Impacts of a Big Push During Multiple Crises: Experimental Evidence From Afghanistan
    Date
    2023-10
    Software
    Stata, R
    Description
    The code in this replication packages constructs the analysis files and tables and figures for The Enduring Impacts of a Big Push During Multiple Crises: Experimental Evidence From Afghanistan (2023) using Stata and R. One main file runs all of the code to generate the data and figures (Project_MasterDofile.do).
    Dependencies
    Stata: All dependencies are stored in the MasterData/ado folder in the reproducibility package. R: Only one R Script is used with the following dependencies tidyverse, rgdal, haven, riverplot, alluvial, ggplot2
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    17
    R
    Name
    R
    Version
    4.2.1

    Data

    Datasets
    Baseline, Midline, Endline, Phone_Survey, Final
    Name
    Baseline, Midline, Endline, Phone_Survey, Final
    Note
    The datasets used in this package contain baseline, midline, and endline data from a randomized trial in Afghanistan, but are not shared with this package at the moment.
    Data statement

    The data for this project is currently restricted. It is expected to be published in the World Bank Microdata Library in the future. For questions regarding data release, please contact Yulia Belyakova ybelyakova@worldbank.org

    Description

    Output
    The Enduring Impacts of a Big Push During Multiple Crises: Experimental Evidence From Afghanistan
    Type
    Working Paper
    Title
    The Enduring Impacts of a Big Push During Multiple Crises: Experimental Evidence From Afghanistan
    Authors
    Guadalupe Bedoya, Yulia Belyakova, Aidan Coville, Thomas Escande, Mohammad Isaqzadeh, Aminata Ndiaye
    Description
    Policy Research Working Paper (PRWP)
    Authors
    Author Affiliation Email
    Guadalupe Bedoya World Bank gbedoya@worldbank.org
    Yulia Belyakova World Bank ybelyakova@worldbank.org
    Aidan Coville World Bank acoville@worldbank.org
    Thomas Escande World Bank tescande@worldbank.org
    Mohammad Isaqzadeh Harvard University isaqzadeh@fas.harvard.edu
    Aminata Ndiaye World Bank andiaye6@worldbank.org
    Date of production

    2023-10

    Scope and coverage

    Geographic locations
    Location Code
    Afghanistan AFG
    Keywords
    Poverty big push labor supply women's empowerment resilience fragility conflict violence
    Topics
    ID Topic Parent topic ID Vocabulary URI
    J21 Labor Force and Employment, Size, and Structure J2
    J22 Time Allocation and Labor Supply J2
    O12 Microeconomic Analyses of Economic Development O1
    D13 Household Production and Intrahousehold Allocation D1

    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
    Yulia Belyakova World Bank ybelyakova@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reyes Retana MRR World Bank Junior Data Scientist
    Date of Production

    2023-10-19

    Document version

    1

    Citation

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