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PRWP

Reproducibility package for Conscious Coupling: Impact of a Skills Intervention to Address Intrahousehold Constraints for Women Entrepreneurs in Ethiopia

2025
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Reference ID
RR_ETH_2025_382
DOI
https://doi.org/10.60572/k6at-y924
Author(s)
Sreelakshmi Papineni, Sophia Friedson-Ridenour, Adiam Hagos Hailemicheal, Dumebi Ochem
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jun 23, 2025
Last modified
Jun 27, 2025
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    Husbands are often key stakeholders and influential in women’s enterprise performance. Intrahousehold constraints and relational dynamics may contribute to a gender gap in entrepreneurship. This mixed-methods paper uses a randomized controlled trial and qualitative research to examine whether the returns to a skills intervention to women business owners are higher with a couples training. The couples training curriculum involves modeling effective communication techniques between married women entrepreneurs and their husbands to help build empathy, scrutinize intrahousehold resource allocation, and encourage greater spousal support. The findings suggest that the skills intervention increases business practices and women’s economic autonomy, with treated women being 30 percent more likely to report sole decision-making power in their business. Smaller firms (defined by baseline profitability) benefit the most from the couples-based approach, earning 50 percent higher revenues and profits when trained with husbands. The channel to higher profitability appears to be improved negotiation skills affording women more time for their businesses without increased marital conflict. Larger firms increase access to credit but there is no evidence of an impact on profits. The paper contributes to the evidence base on engaging men to help unleash the economic potential of women.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/292/download/876/README.pdf
    Reproducibility package for Conscious Coupling: Impact Of A Skills Intervention To Address Intrahousehold Constraints For Women Entrepreneurs In Ethiopia
    Title
    Reproducibility package for Conscious Coupling: Impact Of A Skills Intervention To Address Intrahousehold Constraints For Women Entrepreneurs In Ethiopia
    Date
    2025-06
    Dependencies
    Stata dependencies are listed 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
    18.5 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced in 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 18.5 MP

    Technology requirements

    ~10 minutes run time

    Reproduction instructions

    To reproduce the results, a new user should follow these steps:

    1. Place the Data: Once the data becomes available, place it in the appropriate folder as outlined in the README file.
    2. Run the Code: Open the main .do file, update the file paths as needed, and run the code to generate all outputs.
      As the data is not included in the package due to access restrictions, the reproducibility materials include the outputs generated by the replicators. These are provided to allow users to verify the results against the published paper.
      • Minimal differences were observed in Table 1. These differences are documented in the reproducibility report. A virtual verification was conducted to verify that this exhibit reproduces and that all steps were correctly followed.
      • Both the replicators' and authors' versions of Table 1 are included in the Outputs folder for comparison.

    Data

    Datasets
    Survey Data ScaleUp! Project
    Name
    Survey Data ScaleUp! Project
    Note
    Source: World Bank. All datasets provided are primary data from individual surveys collected by the authors for the purposes of a randomized intervention evaluating the impact of ScaleUp!, a skills-oriented business training in Ethiopia. Located at: Data/Raw. Please see more details on the data and folder structure in the README file
    Access policy
    Data is temporarily embargoed and not included in the reproducibility package
    Data URL
    Forthcoming at https://microdata.worldbank.org/index.php/home
    Data statement

    All data is temporarily embargoed by the authors (expected to be made public in the future).

    Description

    Output
    Conscious Coupling: Impact of a Skills Intervention to Address Intrahousehold Constraints for Women Entrepreneurs in Ethiopia
    Type
    Working Paper
    Title
    Conscious Coupling: Impact of a Skills Intervention to Address Intrahousehold Constraints for Women Entrepreneurs in Ethiopia
    Authors
    Sophia Friedson-Ridenour, Adiam Hagos Hailemicheal, Dumebi Ochem, Sreelakshmi Papineni
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Sreelakshmi Papineni World Bank spapineni@worldbank.org
    Sophia Friedson-Ridenour World Bank friedsonridenour@worldbank.org
    Adiam Hagos Hailemicheal World Bank ahailemicheal@worldbank.org
    Dumebi Ochem World Bank dochem@worldbank.org
    Date of production

    2025-06-21

    Scope and coverage

    Geographic locations
    Location Code
    Ethiopia ETH
    Keywords
    Gender Entrepreneurship Skills Intrahousehold Dynamics Ethiopia
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    J16 Economics of Gender • Non-labor Discrimination J1 Journal of Economic Literature (JEL)
    J24 Human Capital • Skills • Occupational Choice • Labor Productivity J2 Journal of Economic Literature (JEL)
    O12 Microeconomic Analyses of Economic Development O1 Journal of Economic Literature (JEL)
    L26 Entrepreneurship L2 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
    Sreelakshmi Papineni Economist, World Bank Africa Gender Innovation Lab spapineni@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

    2025-06-21

    Document version

    1

    Citation

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