Reproducible Research Repository
Reproducible Research Repository
  • Home
  • Repository
  • Collections
  • About
    Home / Repository / PRWP / RR_WLD_2025_510
PRWP

Reproducibility package for Institutional Capacity For Policy Implementation: An Analytical Framework

2025
Get Reproducibility Package
Reference ID
RR_WLD_2025_510
Author(s)
Galileu Kim, Rita Ramalho, Tanu Kumar, Stuart Russell
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jan 05, 2026
Last modified
Jan 05, 2026
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Overview

    Abstract

    State capacity is an important pre-requisite for policy implementation, yet at the country-level it is difficult to measure, assess, and reform. We propose a focus on institutional capacity: the ability of public institutions to implement the specific policy mandates for which they are responsible. Based on a review of existing literature, we define the different dimensions that compose institutional capacity and group them into two cross-cutting categories: organizational dimensions (personnel, financial resources, information systems, and management practices) and governance dimensions (transparency, independence, and accountability). We propose measures for organizational and governance dimensions using existing data, show intra-institutional variation of these measures within countries, and discuss how new data could be collected to better measure these concepts. Finally, we illustrate how the framework can be used to diagnose the sources of common problems of weak policy implementation.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/431/download/1227/README.pdf
    Reproducibility package for Institutional Capacity For Policy Implementation: An Analytical Framework
    File name
    RR_WLD_2025_510
    Zip package
    RR_WLD_2025_510.zip
    Title
    Reproducibility package for Institutional Capacity For Policy Implementation: An Analytical Framework
    Date
    2025-12
    Dependencies
    R dependencies are listed in the file renv.lock.
    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
    R
    Name
    R
    Version
    4.5.2

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Processor: INTEL(R) XEON(R) PLATINUM 8562Y+ 2.80 GHz (2 processors)
    • Memory available: 32.0 GB

    Technology requirements

    run time: ~ 20 minutes

    Reproduction instructions

    To reproduce the results in this study, a new user should:

    1. Open the R project (.Rproj file).
    2. Restore the environment by running renv::restore() and follow the prompts to install the required packages.
    3. Run main.R to execute the full analysis.

    Data

    Datasets
    The Global Survey of Public Servants Global Indicator Data Set
    Name
    The Global Survey of Public Servants Global Indicator Data Set
    Note
    Data accessed in 2025. Files: data/input/gsps.csv
    Access policy
    Publicly available and included in the package.
    Data URL
    https://www.globalsurveyofpublicservants.org/data-downloads
    Citation
    Fukuyama, Francis ® Daniel Rogger ® Zahid Hasnain ® Katherine Bersch ® Dinsha Mistree ® Christian Schuster ® Kim Sass Mikkelsen ® Kerenssa Kay ® Jan Meyer-Sahling (2022) Global Survey of Public Servants Global Indicator Data Set (version 1; April 2022). Available at https://www.globalsurveyofpublicservants.org/datadownloads
    GovTech Maturity Index 2022
    Name
    GovTech Maturity Index 2022
    Note
    Data accessed in 2025. Files: data/input/WBG_GovTech Dataset_Oct2022.xlsx
    Access policy
    Publicly available and included in the package.
    License
    Creative Commons Attribution 4.0
    License URL
    https://datacatalog.worldbank.org/int/public-licenses?fragment=cc
    Data URL
    https://datacatalog.worldbank.org/search/dataset/0037889/govtech-dataset
    Citation
    WBG GovTech Dataset; Washington, DC. World Bank (2022)
    2023 Indicators on the Governance of Sector Regulators
    Name
    2023 Indicators on the Governance of Sector Regulators
    Note
    Data accessed in 2025. Files: data/input/oecd_gsr.csv
    Access policy
    Publicly available and included in the package.
    License URL
    https://www.oecd.org/en/about/terms-conditions.html
    Data URL
    https://www.oecd.org/en/publications/the-2023-indicators-on-the-governance-of-sector-regulators_dc22e402-en/support-materials.html
    Citation
    Van Langen, V. et al. (2025), “The 2023 Indicators on the Governance of Sector Regulators”, OECD Regulatory Policy Working Papers, No. 22, OECD Publishing, Paris, https://doi.org/10.1787/dc22e402-en.
    World Bank Country and Lending Groups
    Name
    World Bank Country and Lending Groups
    Note
    Data accessed in 2023. Note that because the World Bank annually updates regional classifications, the latest version of the data might not be the same as the version used in the package. Files: data/input/regional classification.dta
    Access policy
    Publicly available and included in the package.
    License
    Creative Commons Attribution 4.0
    License URL
    https://datacatalog.worldbank.org/int/public-licenses?fragment=cc
    Data URL
    https://datacatalog.worldbank.org/int/search/dataset/0037712/World-Development-Indicators
    Citation
    World Development Indicators, The World Bank (2023)
    Armenia BOOST Public Expenditure Database
    Name
    Armenia BOOST Public Expenditure Database
    Note
    Data accessed in 2025. Files: data/input/boost/boost_arm_2006_2022.xlsx
    Access policy
    Publicly available and included in the package. Commercial use of the data is prohibited.
    License
    Custom License
    Data URL
    https://datacatalog.worldbank.org/search/dataset/0040229
    Citation
    Armenia BOOST Public Expenditure Database, World Bank Group
    Uganda BOOST Public Expenditure Database
    Name
    Uganda BOOST Public Expenditure Database
    Note
    Data accessed in 2025. Files: data/input/boost/boost_uga_2004_2022.xlsx
    Access policy
    Publicly available and included in the package. Commercial use of the data is prohibited.
    License
    Custom License
    Data URL
    https://datacatalog.worldbank.org/search/dataset/0038076
    Citation
    Uganda BOOST Public Expenditure Database, World Bank Group
    Paraguay BOOST Public Expenditure Database
    Name
    Paraguay BOOST Public Expenditure Database
    Note
    Files: data/input/boost/boost_pgy_2006_2022.xlsx
    Access policy
    Data accessed in 2025. Publicly available and included in the package. Commercial use of the data is prohibited.
    License
    Custom License
    Data URL
    https://datacatalog.worldbank.org/search/dataset/0038079
    Citation
    Paraguay BOOST Public Expenditure Database, World Bank Group
    Data statement

    All data sources are publicly available and included in the reproducibility package.

    Description

    Output
    Institutional Capacity For Policy Implementation: An Analytical Framework
    Type
    Working Paper
    Title
    Institutional Capacity For Policy Implementation: An Analytical Framework
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Galileu Kim World Bank galileukim@worldbank.org
    Rita Ramalho World Bank rramalho@ifc.org
    Tanu Kumar World Bank tkumar2@worldbank.org
    Stuart Russell World Bank srussell2@worldbank.org
    Date of production

    2025-12-11

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Keywords
    Institutional Capacity Personnel Economics Public Financial Management Information Systems Public Administration
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    H1 Structure and Scope of Government H Journal of Economic Literature (JEL)
    H4 Publicly Provided Goods H Journal of Economic Literature (JEL)
    H83 Public Administration • Public Sector Accounting and Audits H8 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
    Galileu Kim World Bank galileukim@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

    2025-12-11

    Document version

    1

    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.