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PRWP

Reproducibility package for Breadwinners and Caregivers: Examining the Global Relationship between Gender Norms and Economic Behavior

2024
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Reference ID
RR_WLD_2024_86-v02
DOI
https://doi.org/10.60572/e8j9-2x49
Author(s)
Markus Goldstein, Paula Gonzalez, Talip Kilic, Sreelakshmi Papineni, Philip Wollburg
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Mar 04, 2024
Last modified
Oct 07, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    Gender norms are often emphasized to help explain gender gaps in the labor market. This paper examines global patterns of gender attitudes and norms toward the stereotypical gender roles of the male breadwinner and female caregiver, and broad support for gender equality in opportunities, and studies their relationship with economic behavior. Using data collected via Facebook from 150,000 individuals across 111 countries the paper explores how gender beliefs and norms are related to labor supply, household production, and intrahousehold decision-making power within a country. The paper provides descriptive evidence that the more gender equitable or counter-stereotypical are beliefs and norms, the more likely women are to work, the more time men spend on household chores, and the higher the likelihood of joint decision-making among couples. The findings suggest an underestimation of the support for gender equality globally and the extent of underestimation varies by gender and region. The paper concludes with a discussion of potential entry points for policy to help address gender norms.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/109/download/283/README.pdf
    Reproducibility package (partial data and code) for Breadwinners and Caregivers: Examining the Global Relationship between Gender Norms and Economic Behavior
    Title
    Reproducibility package (partial data and code) for Breadwinners and Caregivers: Examining the Global Relationship between Gender Norms and Economic Behavior
    Date
    2024-03
    Description
    The code in this folder generates the tables and figures in the paper "Breadwinners and Caregivers: Examining the Global Relationship between Gender Norms and Economic Behavior" by Markus Goldstein, Paula Gonzalez, Talip Kilic, Sreelakshmi Papineni, Philip Wollburg
    Dependencies
    All dependencies are stored in the ado folder.
    Instructions
    See README in 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

    The code was 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 version 18

    Technology requirements

    ~40 minutes runtime

    Reproduction instructions

    To run the script, after securing access to the data, new users need to change the directory of the Main do file and run the code.

    Data

    Datasets
    Facebook’s Survey on Gender Equality at Home Report
    Name
    Facebook’s Survey on Gender Equality at Home Report
    Note
    This paper utilizes data from a collaboration between the World Bank and Facebook Data for Good, requiring prior approval from Meta for individual-level dataset access. This approval process is facilitated through the World Bank’s Data Development Partnership (DDP) under a license agreement specific to each project. World Bank colleagues wishing to use this data must submit a request via the Partnership portal, which directly notifies Meta for approval. Upon Meta's consent, the DDP team will provide the data to the Bank staff. This license is only available to World Bank staff, and external parties cannot be granted access. Bank staff should submit requests using the following link. After getting access to the data you should place it in the folder Data/Raw, save it, and run the code Dofiles/Cleaning/Part1_MasterDataCleaning. This will create the file Data/Intermediate/GenderAtHome_DataClean.dta which is the base for the analysis.
    Access policy
    Licensed and not included in the package
    Data URL
    https://portal.datapartnership.org/submitproposal, https://portal.datapartnership.org/datapartner/12
    World Values Survey Time Series
    Name
    World Values Survey Time Series
    Note
    Source: World Values Survey. To access the data the replicator should follow the link below, select the zip file: WVS TimeSeries 1981 2020 stata v1 6, and save the .dta in the folder located at Data/Raw and named WVS_Longitudinal_1981_2020.dta
    Access policy
    Public but does not allow republication and therefore is not included in the package.
    Data URL
    https://www.worldvaluessurvey.org/WVSDocumentationWVL.jsp
    Gallup Data
    Name
    Gallup Data
    Note
    Source: Bursztyn, et all 2023. Data can be found in appendix A12, A14, A16, A18, and A20 of the paper in the link below. The dataset in the package includes the previously mentioned tables compiled into a single data frame located at Data/Intermediate/OtherDatasets/GallupDataBR.dta
    Access policy
    Published with the package.
    Data URL
    https://www.nber.org/system/files/working_papers/w31049/w31049.pdf
    World Development Indicators
    Name
    World Development Indicators
    Note
    Source: World Bank. Indicators used GDP and labor force participation for 2019 and 2020. The file is located at Data/Intermediate/OtherDatasets/WBI_DataClean.dta The full list of indicators used are included in the README file.
    Access policy
    Published with the package.
    Data URL
    https://databank.worldbank.org/source/world-development-indicators
    World Shape Coordinates
    Name
    World Shape Coordinates
    Note
    Source: World Bank. Located at: Data/Intermediate/OtherDatasets/world_shape.dta and Data/Intermediate/OtherDatasets/world_shape_coord.dta
    Access policy
    Published with the package.
    Data URL
    https://datacatalog.worldbank.org/search/dataset/0038272
    Data statement

    Some data is restricted and has not been included in the reproducibility package. For more details, please refer to the README file.

    Description

    Output
    Breadwinners and Caregivers: Examining the Global Relationship between Gender Norms and Economic Behavior
    Type
    Working Paper
    Title
    Breadwinners and Caregivers: Examining the Global Relationship between Gender Norms and Economic Behavior
    Authors
    Markus Goldstein, Paula Gonzalez, Talip Kilic, Sreelakshmi Papineni, Philip Wollburg
    Description
    Policy Research Working Paper (PRWP)
    URL
    http://documents.worldbank.org/curated/en/099821402012437374/IDU1bf06cd191699f1462f18236168ed5e5295bf
    DOI
    https://doi.org/10.1596/1813-9450-10692
    Authors
    Author Affiliation Email
    Markus Goldstein World Bank mgoldstein@worldbank.org
    Paula Gonzalez World Bank and The Graduate Institute, Geneva pgonzalezmartine@worldbank.org
    Talip Kilic World Bank tkilic@worldbank.org
    Sreelakshmi Papineni World Bank spapineni@worldbank.org
    Philip Wollburg World Bank pwollburg@worldbank.org
    Date of production

    2024-03

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    J16 Economics of Gender • Non-labor Discrimination J1 Journal of Economic Literature (JEL)
    J20 General J2 Journal of Economic Literature (JEL)
    O12 Microeconomic Analyses of Economic Development O1 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
    Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/

    Contacts

    Contacts
    Name Affiliation Email
    Paula Gonzalez World Bank pgonzalezmartine@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

    2024-03-01

    Document version

    1

    Citation

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