{"type":"script","doc_desc":{"producers":[{"name":"Reproducibility WBG","abbr":"DIME","affiliation":"World Bank - Development Impact Department","role":"Verification and preparation of metadata"}],"prod_date":"2025-06-13","version":"1"},"project_desc":{"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.","authoring_entity":[{"name":"Daniel Rogger","affiliation":"World Bank","email":"drogger@worldbank.org"},{"affiliation":"World Bank","email":"liacovone@worldbank.org","name":"Leonardo Iacovone"},{"name":"Luis F. S\u00e1nchez-Bayardo","affiliation":"World Bank","email":"luisfdosanchez@gmail.com"},{"name":"Craig McIntosh","affiliation":"UCSD","email":"ctmcintosh@ucsd.edu"}],"output":[{"type":"Working Paper","description":"Policy Research Working Paper (PRWP)","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"}],"software":[{"name":"Stata","version":"18.0 MP"}],"scripts":[{"file_name":"RR_MEX_2024_247.zip","zip_package":"RR_MEX_2024_247.zip","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."}],"title_statement":{"idno":"RR_MEX_2024_247","title":"Reproducibility package for Local Infrastructure and the Development of the Private Sector: Evidence from a Randomized Trial"},"production_date":"2025-06","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 in\u0002creases 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 govern\u0002ment investment, business growth, and the dynamics of local economies.","geographic_units":[{"name":"Mexico","code":"MEX","type":"Country"}],"keywords":[{"name":"Infrastructure"},{"name":"Firm Productivity"},{"name":" Randomized Trials"}],"topics":[{"id":"R11","vocabulary":"JEL Classifications","name":" Regional Economic Activity: Growth, Development, Environmental Issues, and Changes ","url":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"R1","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"},{"id":"O18","vocabulary":"JEL Classifications","name":" Economic Development: Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure ","url":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"O1","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"},{"id":"D22","vocabulary":"JEL Classifications","name":" Firm Behavior: Empirical Analysis ","url":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"D2","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"},{"id":"C93","vocabulary":"JEL Classifications","name":" Field Experiments ","url":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel","parent_id":"C9","uri":"https:\/\/www.aeaweb.org\/econlit\/jelCodes.php?view=jel"}],"language":[{"name":"English","code":"EN"}],"data_statement":"All data is restricted and not included in the reproducibility package. For more details see the README file. ","repository_uri":[{"name":"Reproducible Research Repository (World Bank)","uri":"https:\/\/reproducibility.worldbank.org"}],"technology_requirements":"~24 hours run time","technology_environment":"Paper exhibits were reproduced in a cold-room facility within the Mexican government.","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.\n\n- Replicators did not have access to the underlying data due to confidentiality restrictions.\n- Verification was conducted using the output files shared by the authors.\n- 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.\n\n","license":[{"name":"Modified BSD3","uri":"https:\/\/opensource.org\/license\/bsd-3-clause\/"}],"contacts":[{"name":"Daniel Rogger","affiliation":"World Bank","email":"drogger@worldbank.org"},{"name":"Reproducibility WBG","affiliation":"World Bank","email":"reproducibility@worldbank.org"}],"datasets":[{"name":"Mexico's Economic Census 2009, 2012 and 2019","note":"Source: Mexico\u2019s National Institute of Statistics and Geography. INEGI.\nThe Economic Census microdata must be accessed through INEGI\u2019s 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_type":"Restricted and not included in the reproducibility package","uri":"https:\/\/en.www.inegi.org.mx\/programas\/ce\/2019\/"},{"name":"Mexico's Population Census 2020","uri":"https:\/\/en.www.inegi.org.mx\/programas\/ccpv\/2020\/","license_uri":"https:\/\/en.www.inegi.org.mx\/inegi\/terminos.html","license":"Custom license","access_type":"The data is publicly available. However, because it is analyzed together with restricted data, it has not been included in the reproducibility package.","note":"Source: Mexico\u2019s National Institute of Statistics and Geography (INEGI).\nFor details on the specific datasets used and the folder structure, please refer to the README file.\n\n"}]},"tags":[{"tag":"DOI"},{"tag":"Open code"},{"tag":"Restricted data"}],"schematype":"script"}