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Reproducibility package for Job Training and Job Search Assistance Policies in Developing Countries

2023
Get Reproducibility Package
Reference ID
RR_WLD_2023_12-v01
DOI
https://doi.org/10.60572/hm2r-nj04
Author(s)
Eliana Carranza, David McKenzie
Collections
Journal articles World Bank Policy Research Working Papers
Metadata
JSON
Created on
Sep 19, 2023
Last modified
Feb 09, 2024
  • Project Description
  • Downloads
  • Overview
  • Reproducibility Package
  • Description
  • Scope and coverage
  • Disclaimer
  • Access and rights
  • Contacts
  • Information on metadata
  • Citation
  • Overview

    Abstract

    Governments around the developing world face pressure to intervene actively to help jobseekers find employment. Two of the most common policies used are job training, based on the idea that many of those seeking jobs lack the skills employers want, and job search assistance, based on the possibility that even if workers have the skills demanded, search and matching frictions make it difficult for workers to be hired in the jobs that need these skills. However, reviews of the first generation of evaluations of these programs found typical impacts to be small, casting doubt on the usefulness and cost-effectiveness of these programs. This paper re-examines the arguments for whether, when, and how, developing country governments should undertake job training and job search assistance policies. We use our experience with policy implementation, and evidence from recent impact evaluations, to argue that there is still a role for governments in using these programs. However, success depends critically on program design and delivery elements that can be difficult to scale effectively, and in many cases the binding constraint may be a lack of firms with job openings, rather than a lack of workers with the skills to fill these openings.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/index.php/catalog/61/download/130/README.pdf
    Reproducibility package (data and code) for Job Training and Job Search Assistance Policies in Developing Countries
    Title
    Reproducibility package (data and code) for Job Training and Job Search Assistance Policies in Developing Countries
    Date
    2023-09
    Software
    Stata
    Dependencies
    Dependencies are stored in the ado folder.
    Instructions
    See README in reproducibility package.
    Repository
    Policy Research Working Paper (PRWP)
    Notes
    Computational reproducibility verified by Development Impact (DIME) Analytics team, World Bank.
    Software
    Stata
    Name
    Stata
    Version
    16

    Reproducibility

    Technology environment

    Paper exhibits were attempted to be reproduced in a computer with
    the following specifications:
    • OS: Windows 10 Enterprise, version 21H2
    • Processor: Intel(R) Core(TM) i7-8665U CPU @ 1.90GHz 2.11 GHz
    • Memory available: 15.8 GB
    • Software version: Stata 16.1

    Reproduction instructions

    A README file with detailed instructions is part of the reproducibility package.

    Data

    Datasets
    Data/Figure1UnemploymentRates.dta
    Name
    Data/Figure1UnemploymentRates.dta
    Note
    Data on unemployment rates used for Figure 1. Please refer to the README file for more details.
    Access policy
    Published with package
    Data/Table1jobmethods.dta
    Name
    Data/Table1jobmethods.dta
    Note
    Combined data on methods used to find jobs, used in Table 1. Data on unemployment rates used for Figure 1. Please refer to the README file for more details.
    Access policy
    Published with package
    Data/Figure2ManpowerData.dta
    Name
    Data/Figure2ManpowerData.dta
    Note
    Data on talent shortages, used in Figure 2. Data on unemployment rates used for Figure 1. Please refer to the README file for more details.
    Access policy
    Published with package
    Data statement

    "Almost all the data used by the authors is publicly accessible, excluding the Albania and Romania household labor force survey data for which the authors used an extract provided by ILO (included in the package Data/Raw/DataExtractProvidedbyILO.pdf).
    The raw data files are not included in this reproducibility package (Data/raw folders are empty); to access the raw data files, please follow the links specified in the README file contained in this package. To replicate the exact datasets used for the analysis, utilize the JobSearchMethod.do Stata do file provided by the authors. This file contains the code to extract the required variables from the raw files and subsequently compiles them into a single data file named Table1jobmethods.dta, which forms the foundation for Table 1 in the paper.
    For more details, including information about the Albania and Romania household labor force survey data, please refer to the README file.

    Description

    Output
    Job Training and Job Search Assistance Policies in Developing Countries
    Type
    Working Paper
    Title
    Job Training and Job Search Assistance Policies in Developing Countries
    Authors
    Eliana Carranza and David McKenzie
    Description
    Policy Research Working Paper (PRWP)
    URL
    http://documents.worldbank.org/curated/en/099648409282314225/IDU0376203a30f7ac04c690bd9900b63d1dbfd80
    DOI
    https://doi.org/10.1596/1813-9450-10576
    Job Training and Job Search Assistance Policies in Developing Countries
    Type
    Published Paper
    Title
    Job Training and Job Search Assistance Policies in Developing Countries
    Authors
    Eliana Carranza and David McKenzie
    Description
    Journal of Economic Perspectives (JEP)
    URL
    https://www.aeaweb.org/articles?id=10.1257/jep.38.1.221
    DOI
    https://doi.org/10.1257/jep.38.1.221
    Authors
    Author Affiliation Email
    Eliana Carranza World Bank ecarranza@worldbank.org
    David McKenzie World Bank dmckenzie@worldbank.org
    Date of production

    2023-09

    Scope and coverage

    Geographic locations
    Location Code
    World WLD
    Keywords
    Job training Job search assistance Active labor market policies
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    J22 Time Allocation and Labor Supply J2 JEL Classifications
    J23 Labor Demand J2 JEL Classifications
    J24 Human Capital • Skills • Occupational Choice • Labor Productivity J2 JEL Classifications
    J64 Unemployment: Models, Duration, Incidence, and Job Search J6 JEL Classifications
    M53 Training M5 JEL Classifications
    O12 Microeconomic Analyses of Economic Development O1 JEL Classifications
    O15 Human Resources • Human Development • Income Distribution • Migration O1 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
    Creative Commons Attribution 4.0 International (CC BY 4.0) License https://creativecommons.org/licenses/by/4.0/

    Contacts

    Contacts
    Name Affiliation Email
    David McKenzie World Bank dmckenzie@worldbank.org
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reyes Retana MRR World Bank Junior Data Scientist
    Date of Production

    2023-09-18

    Document version

    1

    Citation

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