Reproducible Research Repository
Reproducible Research Repository
  • Home
  • Repository
  • Collections
  • About
    Home / Repository / PRWP / RR_KEN_2024_176
PRWP

Reproducibility package for Persistent yet Ameliorable Shocks to Female Entrepreneurship: Experimental Evidence from Kenya

2024
Get Reproducibility Package
Reference ID
RR_KEN_2024_176
DOI
https://doi.org/10.60572/8vd3-q190
Author(s)
Francisco Campos, Maria Hernandez-de-Benito, Julian Jamison, Abla Safir, Bilal Zia
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Oct 17, 2024
Last modified
Oct 17, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    While female entrepreneurs face multiple obstacles, it is unclear whether gender gaps worsen during economic crises: women may be more impacted than men due to those existing obstacles and restrictive social norms, but they may also be less exposed due to their specialized sectors of operation, or if a crisis flattens everyone together. In a large sample of partnered Kenyan youth microentrepreneurs, we document more severe consequences two years after the COVID-19 crisis for female entrepreneurs across various outcomes: business ownership; sales and profits; adaptability; time-use; and intrahousehold decision-making. However, the impact of randomized grants significantly offsets these declines, demonstrating a strong mitigating impact for both women and men. The grants increase women's labor supply, at the expense of domestic work, leisure time, and childcare hours, while they have no significant impacts on men's time allocation.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/197/download/562/README.pdf
    Reproducibility package (code) for Persistent yet Ameliorable Shocks to Female Entrepreneurship: Experimental Evidence from Kenya
    Title
    Reproducibility package (code) for Persistent yet Ameliorable Shocks to Female Entrepreneurship: Experimental Evidence from Kenya
    Date
    2024-10
    Dependencies
    All dependencies are stored in the ado folder.
    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 MP

    Reproducibility

    Technology environment

    ~5 minutes runtime

    Technology requirements

    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 2.90 GHz (2 processors)
    • Memory available: 32 GB
    • Software version: Stata version 18 MP

    Reproduction instructions
    • Once available, download the raw dataset from the Microdata Library and save it in the Data folder with the appropriate filename.
    • To run the script, new users need to update the directory path in do file GenderCovidReplicationTablesFigures.
    • Since the .dta files are not currently included in the package, the package includes the outputs to allow potential replicators to review the code and results. The dataset will become available through the World Bank Microdata Library at a later date.

    Data

    Datasets
    Gender Covid Kenya Survey Data
    Name
    Gender Covid Kenya Survey Data
    Note
    Source: Survey data collected by the authors. The dataset will be published in the World Bank Microdata Library in the coming weeks. Location: Data/kyeop_gender_clean.dta.
    Access policy
    Restricted and not included in the package
    Data URL
    Forthcoming at https://microdata.worldbank.org/
    Data statement

    Some data is confidential and has not been included in the reproducibility package. Data will be published in the World Bank Microdata Library in the coming weeks.

    Description

    Output
    Persistent yet Ameliorable Shocks to Female Entrepreneurship: Experimental Evidence from Kenya
    Type
    Working Paper
    Title
    Persistent yet Ameliorable Shocks to Female Entrepreneurship: Experimental Evidence from Kenya
    Authors
    Francisco Campos, Maria Hernandez-de-Benito, Julian Jamison, Abla Safir, Bilal Zia
    Description
    Policy Research Working Paper (PRWP)
    Authors
    Author Affiliation Email
    Francisco Campos World Bank fcampos@worldbank.org
    Maria Hernandez-de-Benito University of Alicante mhernandez.debenito@ua.es
    Julian Jamison University of Exeter j.jamison@exeter.ac.uk
    Abla Safir World Bank asafir@worldbank.org
    Bilal Zia World Bank bzia@worldbank.org,
    Date of production

    2024-10

    Scope and coverage

    Geographic locations
    Location Code
    Kenya KEN

    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
    Maria Hernandez-de-Benito University of Alicante mhernandez.debenito@ua.es
    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

    2024-10-16

    Document version

    1

    Citation

    Citation
    loading, please wait...
    Citation format
    Export citation: RIS | BibTeX | Plain text
    Back to Catalog
    The World Bank Working for a World Free of Poverty
    • IBRD IDA IFC MIGA ICSID

    © The World Bank Group, All Rights Reserved.