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PRWP

Reproducibility package for Unreliable Electricity In Developing Countries: The Role Of Weak Institutions

2025
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Reference ID
RR_WLD_2025_517
Author(s)
Stuti Khemani, Andu Berha
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jan 08, 2026
Last modified
Jan 08, 2026
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Overview

    Abstract

    Unreliable electricity supply in developing countries is a persistent problem with significant adverse consequences for economic growth. This paper uses a novel database on utilities, which provides systematic data on reliability, and links it to available data on country-level institutions to provide new evidence on variation in reliability across countries. The data reveal that utilities located in countries with weak institutions for controlling corruption perform significantly worse at delivering reliable electricity. The data also show that privately owned utilities perform better than publicly owned ones, consistent with standard reforms of privatization that are pursued to overcome governance problems. However, private ownership is less likely in countries with higher control of corruption, where public utilities perform better than their counterparts in countries with weaker institutions. Regardless of ownership, the estimates suggest that any given utility is likely to perform worse over time when the country in which they are located has weaker institutions. The paper forges links with available case studies to discuss potential mechanisms that may account for the correlations revealed in the data, yielding forward-looking ideas for how to turn around utility performance in weak institutional contexts.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/437/download/1244/README.pdf
    Reproducibility package for Unreliable Electricity In Developing Countries: The Role Of Weak Institutions
    File name
    RR_WLD_2025_517
    Zip package
    RR_WLD_2025_517.zip
    Title
    Reproducibility package for Unreliable Electricity In Developing Countries: The Role Of Weak Institutions
    Date
    2025-12
    Dependencies
    R dependencies are listed in the file renv.lock. 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 in one computer with the following specifications:
    OS: Windows 11 Enterprise
    Processor: Intel(R) Xeon(R) Gold 5218 CPU @2.30GHz
    Memory available: 6 GB

    Technology requirements

    ~4 minutes runtime

    Reproduction instructions

    To reproduce the findings in this study, please follow the steps below:

    1. Acquire the limited-access data and place it in the Data folder as ICRG_data.xlsx.
    2. Change the paths at the beginning of each do file.
    3. Run main_script.do.

    Data

    Datasets
    World Development Indicators (WDI)
    Name
    World Development Indicators (WDI)
    Note
    Access date: July 2025. Indicators used are GDP per capita and population density. Data file: wdi_income_data.csv
    Access policy
    Publicly available and included in the reproducibility package.
    License
    Creative Commons Attribution 4.0
    License URL
    https://creativecommons.org/licenses/by/4.0/
    Data URL
    https://databank.worldbank.org/source/world-development-indicators
    Citation
    World Bank. (n.d). "World Development Indicators" [Dataset]. World Bank. Available at https://databank.worldbank.org/source/world-development-indicators.
    UPBEAT Utility Performance Data
    Name
    UPBEAT Utility Performance Data
    Note
    Access date: July 2025
    Access policy
    Publicly available and included in the reproducibility package.
    License
    Creative Commons Attribution 4.0
    License URL
    https://creativecommons.org/licenses/by/4.0/
    Data URL
    https://utilityperformance.energydata.info/utilities/
    Citation
    World Bank; Energy Sector Management Assistance Program (ESMAP). (2025). "UPBEAT Utility Performance Data" [Dataset]. World Bank. Available at https://utilityperformance.energydata.info/.
    Worldwide Governance Indicators (WGI)
    Name
    Worldwide Governance Indicators (WGI)
    Note
    Access date: June 2025 Data file: wgidataset.dta
    Access policy
    Publicly available and included in the reproducibility package.
    License
    Creative Commons Attribution 4.0
    License URL
    https://creativecommons.org/licenses/by/4.0/
    Data URL
    https://www.worldbank.org/en/publication/worldwide-governance-indicators
    Citation
    World Bank. (2025). "Worldwide Governance Indicators, 2025 Revision" [Dataset]. World Bank. Available at www.govindicators.org.
    ICRG Governance Data
    Name
    ICRG Governance Data
    Note
    Access date: June 2025. Data is proprietary to PRS Group. External users must obtain licensed access directly from the PRS Group. World Bank Group users may access ICRG through the WBG Library by searching “political risk” and navigating to the ICRG Country Data interface. Data file: ICRG_data.xlsx
    Access policy
    Data access requires purchase and is not included in the reproducibility package.
    Data URL
    https://epub.prsgroup.com/products/icrg/international-country-risk-guide-icrg
    Citation
    PRS Group, Inc. (n.d.). "International Country Risk Guide (ICRG)" [Dataset]. Available at https://epub.prsgroup.com/products/icrg/international-country-risk-guide-icrg.
    World Bank Region Classification
    Name
    World Bank Region Classification
    Note
    Access date: June 2025 Data file: WB_list_of_economies.xlsx.
    Access policy
    Publicly available and included in the reproducibility package.
    License
    Creative Commons Attribution 4.0
    License URL
    https://creativecommons.org/licenses/by/4.0/
    Data URL
    https://databankfiles.worldbank.org/public/ddpext_download/site-content/CLASS.xlsx
    Citation
    World Bank. (n.d.). "World Bank Region Classification" [Dataset]. World Bank. Available at https://datacatalogfiles.worldbank.org/ddh-published/0037712/DR0090755/CLASS.xlsx
    World Bank Income Group Classification
    Name
    World Bank Income Group Classification
    Note
    Access date: June 2025. Data file: income_group_classification.xlsx.
    Access policy
    Publicly available and included in the reproducibility package.
    License
    Creative Commons Attribution 4.0
    License URL
    https://creativecommons.org/licenses/by/4.0/
    Data URL
    https://ddh-openapi.worldbank.org/resources/DR0095334/download
    Citation
    World Bank. (n.d.). "World Bank Income Group Classification" [Dataset]. World Bank. Available at https://datahelpdesk.worldbank.org/knowledgebase/articles/906519-world-bank-country-and-lending-groups.
    Data statement

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

    Description

    Output
    Unreliable Electricity In Developing Countries: The Role Of Weak Institutions
    Type
    Working Paper
    Title
    Unreliable Electricity In Developing Countries: The Role Of Weak Institutions
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Stuti Khemani World Bank skhemani@worldbank.org
    Andu Berha University of Alberta anduberha2@gmail.com
    Date of production

    2025-12-18

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Keywords
    Electricity Reliability Corruption Institutions Utility Reform
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    L94 Electric Utilities L9 Journal of Economic Literature (JEL)
    D73 Bureaucracy • Administrative Processes in Public Organizations • Corruption D7 Journal of Economic Literature (JEL)
    L33 Comparison of Public and Private Enterprises and Nonprofit Institutions • Privatization • Contracting Out L3 Journal of Economic Literature (JEL)
    O43 Institutions and Growth O4 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
    Stuti Khemani World Bank skhemani@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

    2025-12-18

    Document version

    1

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