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PRWP

Reproducibility package for Empowering Change: Assessing the Role of Democracy, Civil Society, and Women’s Rights Groups in Advancing Legal Gender Equality

2024
Get Reproducibility Package
Reference ID
RR_WLD_2024_146
DOI
https://doi.org/10.60572/aqdz-9671
Author(s)
Daniela M. Behr, Caroline Perrin, Marie Hyland, Tea Trumbic
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
May 29, 2024
Last modified
Jul 26, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    This paper explores the role that a country’s political economy, civil society organizations, and women’s rights groups play in advancing legal gender equality. Drawing on the World Bank’s Women, Business and the Law time-series data, which assesses women’s legal rights across eight domains of their lives, five decades, and 190 economies, the results reveal that higher levels of democracy and a more active civil society are positively associated with advances in legal equality between men and women. The analysis also reveals that, beyond an active civil society more broadly, women’s rights groups specifically are a key ingredient to successfully advance legal gender reforms. We show that both democracy and civil society play a more prominent role in removing legal restrictions that are placed upon women than they do in ensuring rights to enabling provisions such as the right to maternity leave, and that women’s rights groups seem particularly important in pushing the needle in this direction. Moreover, an active civil society may be more effective in advancing reform in more democratic countries, suggesting that bottom-up and top-down channels are more impactful when operating in tandem.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/147/download/399/README.pdf
    Reproducibility package (data and code) for Empowering Change: Assessing the Role of Democracy, Civil Society, and Women’s Rights Groups in Advancing Legal Gender Equality
    Title
    Reproducibility package (data and code) for Empowering Change: Assessing the Role of Democracy, Civil Society, and Women’s Rights Groups in Advancing Legal Gender Equality
    Date
    2024-05
    Dependencies
    All dependencies are stored in the ado folder in this reproducibility package.
    Instructions
    See README in the reproducibility 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
    18

    Reproducibility

    Technology environment

    Paper exhibits were reproduced in a computer with the following specifications:
    – OS: Windows 10 Enterprise
    – Processor Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz, 2900 Mhz, 4 Core(s), 4 Logical Processor(s)
    – Memory available: 32.0 GB
    – Software version: Stata version 18

    Technology requirements

    ~5 minutes runtime

    Reproduction instructions

    To successfully replicate this package, new users must change the file paths in the main do file and run the script.

    Data

    Datasets
    Business and the Law
    Name
    Business and the Law
    Note
    Source: World Bank Located at: _data/WBL1-0-1971-2024.dta If you want to download the data from the source follow the link, fill in your information, and download the data in the Stata version.
    Access policy
    Published with the package
    Data URL
    https://wbl.worldbank.org/en/wbl-data
    V-Dem Dataset
    Name
    V-Dem Dataset
    Note
    Source: Varieties of Democracy (V-Dem) Project. https://doi.org/10.23696/mcwt-fr58. Located at: _data/V-Dem-CY-Full+Others-v14.dta If you want to download the data from the source follow the link, fill in your information, and download the data in Stata version.
    Access policy
    Published with the package
    Data URL
    https://www.v-dem.net/data/the-v-dem-dataset/country-year-v-dem-fullothers-v14/
    World Development Indicators
    Name
    World Development Indicators
    Note
    Source: World Bank. Located at: _data/Controls.xlsx. The dataset includes the following variables: GDP per Capita, GDP Growth, and Fertility rate.
    Access policy
    Published with the package
    Data URL
    https://databank.worldbank.org/source/world-development-indicators
    Religious Composition by Country, 2010-2050
    Name
    Religious Composition by Country, 2010-2050
    Note
    Source: Pew Research Center, Washington, D.C. Located at: _data/Religious_Composition_by_Country_2010-2050.xlsx
    Access policy
    Published with the package
    Data URL
    https://assets.pewresearch.org/wp-content/uploads/sites/11/2015/04/Religious_Composition_by_Country_2010-2050.xlsx
    Data statement

    All data are public and included in the reproducibility package. Details on each dataset can be found in the list above and the README file.

    Description

    Output
    Empowering Change: Assessing the Role of Democracy, Civil Society, and Women’s Rights Groups in Advancing Legal Gender Equality
    Type
    Working Paper
    Title
    Empowering Change: Assessing the Role of Democracy, Civil Society, and Women’s Rights Groups in Advancing Legal Gender Equality
    Authors
    Daniela M. Behr, Caroline Perrin, Marie Hyland, and Tea Trumbic
    Description
    Policy Research Working Paper (PRWP) 10788
    URL
    http://documents.worldbank.org/curated/en/099741306032438849/IDU1fb47066b136da149e1199ef17811690529dc
    DOI
    https://doi.org/10.1596/1813-9450-10788
    Authors
    Author Affiliation Email
    Daniela M. Behr World Bank dbehr@worldbank.org
    Caroline Perrin Utrecht University c.s.m.perrin@uu.nl
    Marie Hyland The European Foundation for the Improvement of Living and Working Conditions marie.hyland@eurofound.europa.eu
    Tea Trumbic World Bank ttrumbic@worldbank.org
    Date of production

    2024-05

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Keywords
    Civil Society Organization Democracy Gender Equality Women Business and the Law
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    D72 Political Processes: Rent-Seeking, Lobbying, Elections, Legislatures, and Voting Behavior D7 Journal of Economic Literature (JEL)
    K38 Human Rights Law • Gender Law • Animal Rights Law K3 Journal of Economic Literature (JEL)
    J16 Economics of Gender • Non-labor Discrimination J1 Journal of Economic Literature (JEL)
    P0 Political Economy and Comparative Economic Systems P 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
    Daniela M. Behr World Bank dbehr@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

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

    2024-05-29

    Document version

    1

    Citation

    Citation
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