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Reproducibility package for The Impact of Infrastructure on Development Outcomes: A Meta-Analysis

2024
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Reference ID
RR_WLD_2024_157
DOI
https://doi.org/10.60572/qdzy-tc07
Author(s)
Vivien Foster, Nisan Gorgulu, Dhruv Jain, Stéphane Straub, Maria Vagliasindi
Collections
Journal articles
Metadata
JSON
Created on
Oct 24, 2024
Last modified
Oct 24, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    We perform a meta-analysis of the infrastructure research done over more than three decades, using a database of over a thousand estimates from 221 papers reporting outcome elasticities. We cast a wide net to include the transport, energy, and digital or information and communication technology (ICT) sectors, and the whole set of outcomes covered in the literature, including output, employment andwages, inequality and poverty, trade, education and health, population, and environmental aspects. Our results allow for an update of the underlying parameters of interest, the “true” underlying infrastructure elasticities, accounting for publication bias, as well as for heterogeneity stemming from both study design and context, with a particular focus on developing countries.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/200/download/570/README.pdf
    Reproducibility package (code and data) for The Impact of Infrastructure on Development Outcomes: A Meta-Analysis
    Title
    Reproducibility package (code and data) for The Impact of Infrastructure on Development Outcomes: A Meta-Analysis
    Dependencies
    From the SSC repository for Stata: kdens, moremata, outreg2, estout. From their latest versions available in GitHub as of June 2024: lassopack, rddensity.
    Instructions
    See README in the 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 MP

    Reproducibility

    Technology environment

    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

    Technology requirements

    Runtime: 25 minutes

    Reproduction instructions

    Users must change the global folder path in line 11 of the main do-file and run the do-file to reproduce the results.

    Data

    Datasets
    Estimates of outcome elasticities from insfrastructure papers
    Name
    Estimates of outcome elasticities from insfrastructure papers
    Note
    The authors manually hand-coded the data from August 2022 to January 2024 from a list of sources detailed in Appendix A of the paper.
    Access policy
    Data is included in the reproducibility package.
    Data statement

    All data is included in the reproducibility package.

    Description

    Output
    The Impact of Infrastructure on Development Outcomes: A Meta-Analysis
    Type
    Published Paper
    Title
    The Impact of Infrastructure on Development Outcomes: A Meta-Analysis
    Authors
    Author Affiliation Email
    Vivien Foster Imperial College London v.foster@imperial.ac.uk
    Nisan Gorgulu World Bank ngorgulu@worldbank.org
    Dhruv Jain Toulouse School of Economics dhruv.jain@tse-fr.eu
    Stéphane Straub World Bank and Toulouse School of Economics sstraub@worldbank.org
    Maria Vagliasindi World Bank mvagliasindi@worldbank.org
    Date of production

    2024-06

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Keywords
    Infrastructure Transport Energy ICT Meta-analysis

    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
    Dhruv Jain Toulouse School of Economics dhruv.jain@tse-fr.eu
    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

    2024-06-28

    Document version

    1

    Citation

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