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PRWP

Reproducibility package for Gender And Poverty In Latin America And The Caribbean. An Analysis Through The Life Cycle

2025
Get Reproducibility Package
Reference ID
RR_LAC_2025_453
Author(s)
Paola Buitrago Hernandez, Hugo Ñopo, Eliana Rubiano Matulevich, Daniela Maquera Sardon
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Nov 01, 2025
Last modified
Nov 01, 2025
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Overview

    Abstract

    This paper analyzes gender disparities in poverty across the life cycle in Latin America and the Caribbean using harmonized household survey data. While gender gaps in labor market outcomes are well-documented, gendered poverty disparities have remained understudied. The results reveal a gendered poverty penalty that emerges as women enter their prime productive and reproductive years—a penalty that has increased over the past 15 years. The presence of young children significantly increases the likelihood of poverty in a household. Single-mother households and those with sole or no earners face particularly high vulnerability. To explore the determinants of the gendered poverty penalty, the paper identifies four relevant groups of individuals and applies a Kitagawa-Binder-Oaxaca decomposition. The results indicate that, beyond the presence of children at home and women’s age, the unobserved factors (including potential discrimination) are behind most of the gap. These findings emphasize the critical role of household composition and life cycle factors, particularly family arrangements.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/390/download/1101/README.pdf
    Reproducibility package for Gender And Poverty In Latin America And The Caribbean. An Analysis Through The Life Cycle.
    File name
    RR_LAC_2025_453
    Zip package
    RR_LAC_2025_453.zip
    Title
    Reproducibility package for Gender And Poverty In Latin America And The Caribbean. An Analysis Through The Life Cycle.
    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, version 23H2
    • Processor: Intel(R) Xeon(R) Platinum 8562Y+ 2.80 GHz (2 processors)
    • Memory available: 1.54 TB

    Technology requirements

    Runtime: 40 minutes

    Reproduction instructions
    1. Obtain the data: Some of the datasets used for this reproducible package are restricted. Please see details in the README.
    2. Place the data in the correct folders: If the data files are obtained, they should be copied to their corresponding folders as outlined in the README.
    3. Adjust File Paths and Run Code: Update the paths in "Dofiles/Master.do" and run the do-file to reproduce the results.

    Since some data is restricted and obtaining access to all data might be difficult, this reproducibility package includes the outputs generated by the reviewers in the reproducibility verification. They are in the "Output" folder.

    Data

    Datasets
    Socio-Economic Database for Latin America and the Caribbean (SEDLAC)
    Name
    Socio-Economic Database for Latin America and the Caribbean (SEDLAC)
    Note
    Source: World Bank and CEDLAS Filenames: lac_circa_2007.dta and lac_circa_2021.dta These datasets include harmonized data from SEDLAC (World Bank and CEDLAS) for 15 Latin American and Caribbean countries for the years 2007 and 2021. The authors accessed these data through a special request to the LAC Stats Team (contact: lac_stats@worldbank.org). For some countries, the data are available through the World Bank’s internal Stata library datalibweb, which is for internal use only and accessible exclusively to World Bank staff. For other countries, the data are restricted and can only be obtained by contacting the LAC Stats Team directly.
    Access policy
    Data access was granted directly to the study authors by the data owners. It was obtained with a custom data license that does not allow for redistribution and it is not included in the reproducibility package.
    License
    Custom license
    Citation
    World Bank and CEDLAS. 2023. "Socio-Economic Database for Latin America and the Caribbean (SEDLAC) [dataset]," , 2021.
    Population estimates data
    Name
    Population estimates data
    Note
    Source: World Bank
    Access policy
    Publicly available and included in the package
    License
    Creative Commons Attribution 4.0 International License (CC BY 4.0)
    License URL
    https://www.worldbank.org/en/about/legal/terms-of-use-for-datasets
    Data URL
    https://databank.worldbank.org/source/population-estimates-and-projections
    Citation
    World Bank. 2025. "Population estimates data [dataset]," https://databank.worldbank.org/source/population-estimates-and-projections, 2025.
    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
    Gender And Poverty In Latin America And The Caribbean. An Analysis Through The Life Cycle.
    Type
    Working Paper
    Title
    Gender And Poverty In Latin America And The Caribbean. An Analysis Through The Life Cycle.
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Paola Buitrago Hernandez WBG sbuitragohernand@worldbank.org
    Hugo Ñopo WBG hnopoaguilar@worldbank.org
    Eliana Rubiano Matulevich WBG erubiano@worldbank.org
    Daniela Maquera Sardon WBG maquerasardondaniela@gmail.com
    Date of production

    2025-10-30

    Scope and coverage

    Geographic locations
    Location Code
    Latin America LAC
    Keywords
    Poverty Gender Lifecycle Women Household
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    I3 Welfare, Well-Being, and Poverty I Journal of Economic Literature (JEL)
    J1 Demographic Economics J Journal of Economic Literature (JEL)
    O1 Economic Development O 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
    Paola Buitrago Hernandez WBG sbuitragohernand@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

    2025-10-30

    Document version

    1

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