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PRWP

Reproducibility package for Local Infrastructure and the Development of the Private Sector: Evidence from a Randomized Trial

2025
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Reference ID
RR_MEX_2024_247
Author(s)
Daniel Rogger, Leonardo Iacovone, Luis F. Sánchez-Bayardo, Craig McIntosh
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jun 16, 2025
Last modified
Jun 17, 2025
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Overview

    Abstract

    We study how local public infrastructure investment affects neighborhood economies. By tracking the impacts of US$68 million of randomized investments in Mexican municipalities, we document how government investment leads to sustained increases in the size and profitability of treated private-sector companies. Initially, wages rise to compensate for higher costs of living, inefficient firms die, and more efficient firms grow faster. Over the subsequent decade treated firms increase their capital stocks and revenues, suggesting durable improvements in the structure of the local economy. Our results provide novel evidence of linkages between government investment, business growth, and the dynamics of local economies.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/288/download/864/README.pdf
    Reproducibility package for Local Infrastructure and the Development of the Private Sector: Evidence from a Randomized Trial
    Title
    Reproducibility package for Local Infrastructure and the Development of the Private Sector: Evidence from a Randomized Trial
    Date
    2025-06
    Dependencies
    All dependencies are stored in the custom commands folder
    Notes
    Computational reproducibility verified by the 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
    18.0 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced in a cold-room facility within the Mexican government.

    Technology requirements

    ~24 hours run time

    Reproduction instructions

    The results were generated by one of the authors using confidential data in a secure cold-room facility within INEGI, which had no internet access. INEGI regulations do not allow the creation of log files, so these were not included in the reproducibility verification.

    • Replicators did not have access to the underlying data due to confidentiality restrictions.
    • Verification was conducted using the output files shared by the authors.
    • These outputs are included in the results folder of this package. Interested users can review these output files and compare them to the exhibits in the published paper.

    Data

    Datasets
    Mexico's Economic Census 2009, 2012 and 2019
    Name
    Mexico's Economic Census 2009, 2012 and 2019
    Note
    Source: Mexico’s National Institute of Statistics and Geography. INEGI. The Economic Census microdata must be accessed through INEGI’s Microdata Laboratory. All code files (do-files) must be executed either on-site at INEGI facilities or with support from Microdata Lab staff. After processing, results are subject to a disclosure review by INEGI to ensure that no sensitive information is released. Further details on data access procedures and the specific datasets used are provided in the README file.
    Access policy
    Restricted and not included in the reproducibility package
    Data URL
    https://en.www.inegi.org.mx/programas/ce/2019/
    Mexico's Population Census 2020
    Name
    Mexico's Population Census 2020
    Note
    Source: Mexico’s National Institute of Statistics and Geography (INEGI). For details on the specific datasets used and the folder structure, please refer to the README file.
    Access policy
    The data is publicly available. However, because it is analyzed together with restricted data, it has not been included in the reproducibility package.
    License
    Custom license
    License URL
    https://en.www.inegi.org.mx/inegi/terminos.html
    Data URL
    https://en.www.inegi.org.mx/programas/ccpv/2020/
    Data statement

    All data is restricted and not included in the reproducibility package. For more details see the README file.

    Description

    Output
    Local Infrastructure and the Development of the Private Sector: Evidence from a Randomized Trial
    Type
    Working Paper
    Title
    Local Infrastructure and the Development of the Private Sector: Evidence from a Randomized Trial
    Authors
    Daniel Rogger, Leonardo Iacovone, Luis F. Sanchez-Bayardo, Craig McIntosh
    Description
    Policy Research Working Paper (PRWP)
    Authors
    Author Affiliation Email
    Daniel Rogger World Bank drogger@worldbank.org
    Leonardo Iacovone World Bank liacovone@worldbank.org
    Luis F. Sánchez-Bayardo World Bank luisfdosanchez@gmail.com
    Craig McIntosh UCSD ctmcintosh@ucsd.edu
    Date of production

    2025-06

    Scope and coverage

    Geographic locations
    Location Code
    Mexico MEX
    Keywords
    Infrastructure Firm Productivity Randomized Trials
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    R11 Regional Economic Activity: Growth, Development, Environmental Issues, and Changes R1 JEL Classifications
    O18 Economic Development: Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure O1 JEL Classifications
    D22 Firm Behavior: Empirical Analysis D2 JEL Classifications
    C93 Field Experiments C9 JEL Classifications

    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
    Daniel Rogger World Bank drogger@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

    2025-06-13

    Document version

    1

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