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PRWP

Reproducibility package for Plant Closings and the Labor Market Outcomes of Displaced Workers: Evidence from Mexico

2024
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Reference ID
RR_MEX_2023_10
DOI
https://doi.org/10.60572/ckhz-0f44
Author(s)
Francisco Arias, Daniel Lederman
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Apr 11, 2024
Last modified
Apr 11, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    This paper investigates the impacts of job displacement on subsequent labor market outcomes, focusing on differentiated effects by educational groups and gender. The findings show that job separations caused by plant closings result in sizable and long-lasting wage reductions, with an average decline of -7.5 percent over a nine-year period relative to workers who did not experience job losses. A stronger effect is estimated for highly educated workers than for low educated workers, with initial effects being 18.4 and 9 percent wage drops, respectively. For working hours, the effect on low educated workers is double the effect on highly educated workers, with 3.0 and 1.5 additional hours per week, respectively. Using the rotating panel of the survey, difference in differences coefficients are estimated, removing time-invariant individual heterogeneity. Compared to ordinary least squares, the difference in differences estimates reduce the magnitude of the average impacts of plant closing on wages, from -7.5 to -4.7 percent, and on working hours from 1.4 to 0.53 additional hours. These results suggest that the ordinary least squares estimates are upwardly biased due to omitted individual worker heterogeneity. The paper discusses another potential remaining source of endogeneity concerning the quality of the match between employers and workers.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/126/download/335/README.pdf
    Reproducibility package for Plant Closings and the Labor Market Outcomes of Displaced Workers: Evidence from Mexico
    Title
    Reproducibility package for Plant Closings and the Labor Market Outcomes of Displaced Workers: Evidence from Mexico
    Date
    2024-04
    Dependencies
    outreg2, parmest, nsplit.All dependency files are included in the folder Dofiles_231023/ado of the reproducibility package.
    Instructions
    See README in 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

    Reproducibility

    Technology environment

    Paper exhibits were reproduced in a computer with these specifications:
    – OS: Windows 10 Enterprise, version 21H2
    – Processor: Intel(R) Xeon(R) Gold 6226R CPU @ 2.9GHz
    – Memory available: 128 GB
    – Software version: StataMP 18

    Technology requirements

    Runtime: 3 hours

    Data

    Datasets
    National Survey of Occupation and Employment (ENOE), population aged 15 years and over from Mexico's National Institute of Statistics and Geography (INEGI)
    Name
    National Survey of Occupation and Employment (ENOE), population aged 15 years and over from Mexico's National Institute of Statistics and Geography (INEGI)
    Note
    Data was accessed on May 2023. Data is quarterly and corresponds to the years 2005-2018. Raw data files are stored in the folder "ENOE".
    Access policy
    Data is public and included in the reproducibility package.
    Data URL
    https://www.inegi.org.mx/programas/enoe/15ymas/
    Data statement

    All data used are public and included in the reproducibility package.

    Description

    Output
    Plant Closings and the Labor Market Outcomes of Displaced Workers: Evidence from Mexico
    Type
    Working paper
    Title
    Plant Closings and the Labor Market Outcomes of Displaced Workers: Evidence from Mexico
    Description
    Policy Research Working Paper (PRWP) 10536
    URL
    http://documents.worldbank.org/curated/en/099226408032390595/IDU0e06fdef30c64304e2d0a1f702d1d1df97c78
    DOI
    http://dx.doi.org/10.1596/1813-9450-10536
    Authors
    Author Affiliation Email
    Francisco Arias World Bank fariasvazquez@worldbank.org
    Daniel Lederman World Bank dlederman@worldbank.org
    Date of production

    2024-02

    Scope and coverage

    Geographic locations
    Location Code
    Mexico MEX
    Keywords
    labor market job displacement wages education difference in difference
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    I26 Returns to Education I2 Journal of Economic Literature (JEL)
    J01 Labor Economics: General J Journal of Economic Literature (JEL)
    J30 Wages, Compensation, and Labor Costs - General J3 Journal of Economic Literature (JEL)
    J60 Mobility, Unemployment, Vacancies, and Immigrant Workers - General J6 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
    Francisco Arias World Bank fariasvazquez@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

    2024-04-10

    Document version

    1

    Citation

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