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PRWP

Reproducibility package for What Do Small And Informal Household Enterprises Want?

2025
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Reference ID
RR_AFR_2025_427
DOI
https://doi.org/10.60572/r4es-7v03
Author(s)
Wendy Cunningham, Sarika Gupta, Felix Lung, Nicolas Cerkez
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Sep 24, 2025
Last modified
Sep 24, 2025
  • Project Description
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  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    A large share of workers in sub-Saharan Africa earn a living through informal, low productivity household enterprises. While structural transformation toward formal wage employment is viewed as the long-term path to improving livelihoods, progress has been slow. In the meantime, small enterprises will remain a key source of employment for many years to come, making it important to better understand how to help such enterprises thrive. This paper uses original survey data from 1,526 poor individuals across Liberia, Niger, and Senegal to examine the aspirations and constraints of urban household enterprise owners. Our results suggest that most surveyed business owners voluntarily started their business, are satisfied with their jobs, and aspire to and have plans to expand their businesses. Most report that they earn more than they could as wage earners, with wage earners confirming the observations. However, a combination of family and business constraints and shocks may hinder their ambitions, ability to act on their goals, and realization of those goals. That said, two-thirds of micro-enterprise owners said they would accept a wage job if it offered wages on par with their current earnings. We interpret this to suggest that households will continue to prefer firm ownership in the short-run until structural transformation can improve earning potential of wage employment in the long-term. The results suggest that household enterprise owners require a dual policy approach: one that improves current enterprise conditions while advancing longer-term structural reforms to expand access to quality wage employment.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/catalog/334/download/1012/README.pdf
    Reproducibility package for What Do Small And Informal Household Enterprises Want?
    File name
    RR_AFR_2025_427
    Zip package
    RR_AFR_2025_427.zip
    Title
    Reproducibility package for What Do Small And Informal Household Enterprises Want?
    Date
    2025-09
    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
    18.5 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise, version 24H2
    • Processor: Intel(R) Core(TM) Ultra 7 165U (2.10 GHz)
    • Memory available: 32 GB

    Technology requirements

    Runtime: 10 minutes

    Reproduction instructions
    1. Obtain the data: All of the datasets used for this reproducible package are forthcoming in the World Bank Microdata Library. Please see details in Section Datasets.
    2. Place the data in the correct folders: Once the data files are public and accessed, they should be copied to the folder "Data/".
    3. Adjust File Paths and Run Code: Update the path in the global main of "Code/00_MasterDo.do" and run the do-file to reproduce the results.

    Since all data are forthcoming, this reproducibility package includes the outputs generated by the reviewers in the reproducibility verification. They are in the "Output/" folder.

    Data

    Datasets
    Liberia Household Enterprise Survey
    Name
    Liberia Household Enterprise Survey
    Note
    Source: data was collected by the authors during November 2021 - January 2022. Data file: "Liberia_clean.dta".
    Access policy
    Data is forthcoming in the World Bank Microdata Library.
    Niger Household Enterprise Survey
    Name
    Niger Household Enterprise Survey
    Note
    Source: data was collected by the authors during January - March 2022. Data file: "Niger_clean.dta".
    Access policy
    Data is forthcoming in the World Bank Microdata Library.
    Senegal Household Enterprise Survey
    Name
    Senegal Household Enterprise Survey
    Note
    Source: data was collected by the authors during January - March 2022. Data file: "Senegal_clean.dta".
    Access policy
    Data is forthcoming in the World Bank Microdata Library.
    Data statement

    All data is not yet publicly available but is expected to be made available through the World Bank Microdata Library in the future.

    Description

    Output
    What Do Small And Informal Household Enterprises Want?
    Type
    Working Paper
    Title
    What Do Small And Informal Household Enterprises Want?
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Wendy Cunningham World Bank Wcunningham@worldbank.org
    Sarika Gupta World Bank sringwala@worldbank.org
    Felix Lung World Bank flung@worldbank.org
    Nicolas Cerkez Oxford University nicolas.cerkez@qeh.ox.ac.uk
    Date of production

    2025-09-24

    Scope and coverage

    Geographic locations
    Location Code
    Africa AFR
    Keywords
    Informal Urban Labor Markets Africa Aspirations Job Satisfaction
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    J46 Informal Labor Markets J4 Journal of Economic Literature (JEL)
    L26 Entrepreneurship L2 Journal of Economic Literature (JEL)
    M20 General M2 Journal of Economic Literature (JEL)
    M50 General M5 Journal of Economic Literature (JEL)
    J28 Safety • Job Satisfaction • Related Public Policy J2 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
    Wendy Cunningham World Bank Wcunningham@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

    2025-09-24

    Document version

    1

    Citation

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