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PRWP

Reproducibility package for Unveiling the Impacts of Extremism in Refugee’s Integration

2023
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Reference ID
RR_AFG_2023_32-v01
DOI
https://doi.org/10.60572/ww7r-xs86
Author(s)
Laurent Bossavie, Sandra V. Rozo, María José Urbina
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Nov 14, 2023
Last modified
Nov 14, 2023
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    How does exposure to extremist ideologies affect refugee integration? To delve into this question, we utilize a census of Afghan refugees carried out in Tajikistan in 2023, after the dramatic and sudden shift in territorial control of the Taliban in Afghanistan. We find that refugees born in provinces with greater exposure to the Taliban’s territorial control between 2017 and 2021, are less integrated within host communities, relative to their counterparts. Complementary analyses suggest that these refugees also exhibit lower levels of education attainment and have more prevalent mental health issues. We do not detect, however, any impacts of exposure to extremist ideologies on income, consumption, or labor market-related variables.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/76/download/188/README.pdf
    Reproducibility package (code) for Unveiling the Impacts of Extremism in Refugee’s Integration
    Title
    Reproducibility package (code) for Unveiling the Impacts of Extremism in Refugee’s Integration
    Date
    2023-10
    Software
    Stata
    Description
    The code in this replication package constructs the analysis files tables and figures for Unveiling the Impacts of Extremism in Refugee’s Integration(2023) by Laurent Bossavie, Sandra V. Rozo and María José Urbina using Stata.
    Dependencies
    Stata: All dependencies are stored in the ado folder in the reproducibility package.
    Instructions
    The published package contains only the code used to produce the exhibits of the paper. Therefore, the user will not be able to reproduce the exhibits, but the code used to construct them is contained in the package. See README in the reproducibility package for information about the structure of the package.
    Notes
    Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank.
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    17

    Reproducibility

    Technology environment

    – OS: Windows 11 Enterprise
    – Processor: Intel(R) Core(TM) i5-1145G7 CPU @ 2.60GHz
    – Memory available: 15.7 GB
    – Software version: Stata version 17

    Technology requirements

    ~2 min runtime

    Reproduction instructions

    This package uses private data, which is not published. The published package contains only the code used to produce the exhibits of the paper, and therefore the user will not be able to run the code.

    Data

    Datasets
    Afghan Refugees Survey Modules
    Name
    Afghan Refugees Survey Modules
    Note
    This dataset contains survey modules collected under the Rapid Social Response Program (RSR) of the World Bank.
    Long War Journal Scraped Data
    Name
    Long War Journal Scraped Data
    Note
    Online data scraped from the Foundation for Defense of Democracies’ Long War Journal, detailing the control of provinces in Afghanistan.
    DataBase/final_base.dta
    Name
    DataBase/final_base.dta
    Note
    Cleaned and processed data of the two previous entries, ready for use in the construction of tables and figures.
    DataBase/literacy_rate.dta
    Name
    DataBase/literacy_rate.dta
    Note
    UNESCO
    DataBase/conflict.dta and DataBase/conflict_idps
    Name
    DataBase/conflict.dta and DataBase/conflict_idps
    Note
    United Nations Office for the Coordination of Humanitarian Affairs and United Nations Assistance Mission conflict data
    Data statement

    The authors are not authorized to share the data with external parties. Access to this data can only be granted upon a formal request and the explicit authorization of the World Bank Country Office. To request access to this data, please contact Sandra Rozo sandrarozo@worldbank.org, who will provide guidance on the appropriate procedures for requesting and obtaining access to the data.

    Description

    Output
    Unveiling the Impacts of Extremism in Refugee’s Integration
    Type
    Working Paper
    Title
    Unveiling the Impacts of Extremism in Refugee’s Integration
    Authors
    Laurent Bossavie, Sandra V. Rozo, María José Urbina
    Description
    Policy Research Working Paper (PRWP)
    Authors
    Author Affiliation Email
    Laurent Bossavie World Bank lbossavie@worldbank.org
    Sandra V. Rozo World Bank sandrarozo@worldbank.org
    María José Urbina World Bank murbinaflorez@worldbank.org
    Date of production

    2023-10

    Scope and coverage

    Geographic locations
    Location Code
    Afghanistan AFG
    Keywords
    Refugees Female Education Extremism
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    F22 International Migration F2 Journal of Economic Literature (JEL)
    D74 Conflict • Conflict Resolution • Alliances • Revolutions D7 Journal of Economic Literature (JEL)
    J15 Economics of Minorities, Races, Indigenous Peoples, and Immigrants • Non-labor Discrimination J1 Journal of Economic Literature (JEL)
    I21 Analysis of Education I2 Journal of Economic Literature (JEL)
    I10 General 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
    María José Urbina World Bank murbinaflorez@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

    2023-11-07

    Document version

    1

    Citation

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