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PRWP

Reproducibility package for Labor Market Effects Of Public Employment Guarantee

2026
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Reference ID
RR_EGY_2026_685
Author(s)
Yasmine Elkhateeb, Nelly Elmallakh, Luca Flabbi, Roberta Gatti, Mohamed Saleh
Collections
World Bank Policy Research Working Papers
Metadata
JSON
Created on
Jun 29, 2026
Last modified
Jul 08, 2026
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3
  • Project Description
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  • Description
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  • Overview

    Abstract

    Public employment guarantee (PEG) schemes, which channeled graduates into lifetime positions in the civil service and state-owned enterprises (SOEs), were central to state-led industrialization across the postcolonial world, yet remain far less studied than temporary workfare programs. This paper provides the first causal estimates of their labor market effects, exploiting Egypt’s archetypal PEG, which from the early 1960s guaranteed public sector jobs to secondary and university graduates without competitive examination. We measure district-level exposure by secondary school supply on the eve of the reform (1959/60) and link it to individual-level census microdata from 1986, 1996, and 2006. Using an event-study design with continuous treatment intensity, we compare cohorts who differed in their age at the PEG’s introduction across districts with differing pre-reform school supply. We find that the PEG reallocated urban male wage employment away from the private sector and toward SOEs, with no comparable shift in rural districts, where SOEs were largely absent. The reallocation was concentrated in manufacturing and high-skilled white-collar occupations, consistent with the policy channeling educated workers into the sectors central to the state’s industrialization drive. We find little evidence that the PEG raised educational attainment, indicating that it primarily redirected an already growing pool of educated workers rather than expanding the supply of schooling.

    Reproducibility Package

    Scripts
    Readme Get Reproducibility Package
    Link: https://reproducibility.worldbank.org/catalog/591/download/1765/README.pdf
    Reproducibility package for Labor Market Effects Of Public Employment Guarantee
    File name
    RR_EGY_2026_685
    Zip package
    RR_EGY_2026_685.zip
    Title
    Reproducibility package for Labor Market Effects Of Public Employment Guarantee
    Date
    2026-06
    Dependencies
    Stata dependencies are listed in the ado folder.
    Instructions
    See README in reproducibility package.
    Notes
    Computational reproducibility verified by Development Impact (DECDI) Analytics team, World Bank.
    Source code repository
    Repository name URI
    Reproducible Research Repository (World Bank) https://reproducibility.worldbank.org
    Software
    Stata
    Name
    Stata
    Version
    19.0 MP

    Reproducibility

    Technology environment

    Paper exhibits were reproduced on a computer with the following specifications:
    • OS: Windows 11 Enterprise
    • Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz (2.90 GHz) (2 processors)
    • Memory available: 16.0 GB

    Technology requirements

    Run time: 15 hours.

    Reproduction instructions

    To reproduce the findings in this paper, a replicator must:

    1. Secure Access to Data: Access the datasets not included in the package. See the Datasets section for more details.
    2. Run the Package: Update the working directory in line 11 of the do file 0_main, and run it.

    Since some of the original data cannot be redistributed, the package includes the outputs produced by the replicators, which can be used to review the results presented in the paper.

    Data

    Datasets
    1986, 1996, and 2006 Egyptian Population, Housing and Establishments Census
    Name
    1986, 1996, and 2006 Egyptian Population, Housing and Establishments Census
    Note
    Source: Integrated Public Use Microdata Series, International. Description: Raw IPUMS extract (1986, 1996, 2006 Egyptian Population, Housing and Establishments Census); also used for administrative unit harmonization. Access date: October 2024. File location: data/1_Population census/1_Raw IPUMS data/ and data/0_Administrative units/1_Raw data/2_IPUMS/
    Access policy
    Data is publicly available, but does not allow redistribution and is not included in the reproducibility package.
    License
    IPUMS Terms of Use
    License URL
    https://www.ipums.org/about/terms
    Data URL
    https://international.ipums.org/international-action/sample_details/country/eg#tab_eg1986a
    Citation
    Integrated Public Use Microdata Series, International. 2024. "1986, 1996, and 2006 Egyptian Population, Housing and Establishments Census" [dataset]. https://international.ipums.org/international-action/sample_details/country/eg#tab_eg1986a. Accessed October, 2024.
    Annual Education Statistics 1959/1960 (Egypt)
    Name
    Annual Education Statistics 1959/1960 (Egypt)
    Note
    Source: Imprimerie Nationale. Description: Digitized school statistics for school year 1959/1960. Mohamed Saleh obtained the 1959/1960 report in December 2024 as a PDF through an inter-library loan from Princeton University to London School of Economics. As this dataset is restricted, a file “variable_inventory.csv” was added in the package in the path data/ so that interested users can see all the variables which were used to run the package Access date: December 2024. File location: data/2_Schools statistics/1_Digitized school statistics
    Access policy
    Data access was granted directly to the study authors by the data owners/managers. It was obtained with a custom data license that does not allow for redistribution and it is not included in the reproducibility package.
    License
    Custom License
    Citation
    Imprimerie Nationale. (1960, 1970). "Annual Education Statistics 1959/1960 (Egypt)" [dataset]. Unpublished data. Accessed December, 2024.
    Annual Education Statistics 1969/1970 (Egypt)
    Name
    Annual Education Statistics 1969/1970 (Egypt)
    Note
    Source: Imprimerie Nationale. Description: Digitized school statistics for school year 1969/1970. Mohamed Saleh scanned (photographed) and digitized the 1969/1970 report in July 2012 from an original hard copy of the published report in Arabic at the Library of the Ministry of Education in Cairo, Egypt. As this dataset is restricted, a file “variable_inventory.csv” was added in the package in the path data/ so that interested users can see all the variables which were used to run the package Access date: July 2012 File location: data/2_Schools statistics/1_Digitized school statistics
    Access policy
    Data access was granted directly to the study authors by the data owners/managers. It was obtained with a custom data license that does not allow for redistribution and it is not included in the reproducibility package.
    License URL
    Custom License
    Citation
    Imprimerie Nationale. "Annual Education Statistics 1969/1970 (Egypt)" [dataset]. Unpublished data. Accessed July, 2012.
    Annuaire Statistique 1949-1950 et 1950-1951 (Egypt)
    Name
    Annuaire Statistique 1949-1950 et 1950-1951 (Egypt)
    Note
    Source: Imprimerie Nationale. Description: The Egyptian Statistical Yearbook covering the years 1949-1950 and 1950-1951 and published in 1953 in Cairo. Downloaded by Mohamed Saleh as a PDF from the website of the Central Agency for Public Mobilization and Statistics (CAPMAS) (Egypt) in July 2014. However, it is no longer available online. It may be available as hard copy in libraries in Western universities. As this dataset is restricted, a file “variable_inventory.csv” was added in the package in the path data/ so that interested users can see all the variables which were used to run the package Access date: July 2014. File location: data/2_Schools statistics/1_Digitized school statistics
    Access policy
    Data access was granted directly to the study authors by the data owners/managers. It was obtained with a custom data license that does not allow for redistribution and it is not included in the reproducibility package.
    License
    Custom License
    Citation
    Imprimerie Nationale. 1953. "Annuaire Statistique 1949-1950 et 1950-1951 (Egypt)" [dataset]. Unpublished data. Accessed July, 2014.
    1947, 1960, 1986 Egyptian Population Censuses (Sub-district Level Data)
    Name
    1947, 1960, 1986 Egyptian Population Censuses (Sub-district Level Data)
    Note
    Source: Centre d'Etudes et de Documentation Economiques, Juridiques, et Sociales (CEDEJ). A Century of Censuses CD-ROM: Egypt 1882–1996. Cairo: CEDEJ, 2003. Description: Sub-district-level population census data for 1947, 1960, and 1986. Also the source for Egyptian administrative units (1947, 1960, 1986) used for harmonization of administrative boundaries. As this dataset is restricted, a file “variable_inventory.csv” was added in the package in the path data/ so that interested users can see all the variables which were used to run the package Access date: April 2008. File location: data/1_Population census/3_Raw census data/1947.xls; data/1_Population census/3_Raw census data/1960.xls; data/1_Population census/3_Raw census data/1986.xls. Also: data/0_Administrative units/1_Raw data/0_References M. Saleh/1947_admin_units.xls; 1960_admin_units.xlsx; 1986_admin_units.xls
    Access policy
    Data access was granted directly to the study authors by the data owners/managers. It was obtained with a custom data license that does not allow for redistribution and it is not included in the reproducibility package.
    License
    Custom License
    Citation
    Centre d'Études et de Documentation Économiques, Juridiques, et Sociales (CEDEJ). 2003. "1947, 1960, 1986 Egyptian Population Censuses (Sub-district Level Data)" [dataset]. Unpublished data. Cairo: CEDEJ. Accessed April, 2008.
    Land Reform in Egypt (1961)
    Name
    Land Reform in Egypt (1961)
    Note
    Source: Moshrif, R., 2025. Long-term Land Inequality and Post-Colonial Land Reform in Egypt (1896-2020). Description: Land reform data digitized from the Agricultural Census for 1961. As this dataset is restricted, a file “variable_inventory.csv” was added in the package in the path data/ so that interested users can see all the variables which were used to run the package Access date: October 2025. File location: data/3_Land reform/1_Raw data/
    Access policy
    Data access was granted directly to the study authors by the data owners/managers. It was obtained with a custom data license that does not allow for redistribution and it is not included in the reproducibility package.
    License
    Custom License
    Citation
    Moshrif, R. 2025. "Land Reform in Egypt (1961)" [dataset]. Unpublished data. From Long-term Land Inequality and Post-Colonial Land Reform in Egypt (1896-2020). Accessed October, 2025.
    Egypt - Administrative Boundaries
    Name
    Egypt - Administrative Boundaries
    Note
    Source: Humanitarian Data Exchange. Description: Egypt boundary shapefiles used for mapping and spatial robustness checks. Access date: August 2025. File location: data/6_Mapping data/Egypt_Admin_shape
    Access policy
    Data is publicly available and included in the reproducibility package.
    License
    Creative Commons Attribution 4.0 International (CC-BY-4.0)
    License URL
    https://creativecommons.org/licenses/by/4.0/
    Data URL
    https://data.humdata.org/dataset/egypt-administrative-boundaries
    Citation
    Humanitarian Data Exchange. 2006. "Egypt - Administrative Boundaries" [dataset]. https://data.humdata.org/dataset/egypt-administrative-boundaries. Accessed August, 2025.
    Data statement

    Some data is restricted and has not been included in the reproducibility package. For more details, please refer to the README file.

    Description

    Output
    Labor Market Effects Of Public Employment Guarantee
    Type
    Working Paper
    Title
    Labor Market Effects Of Public Employment Guarantee
    Description
    Policy Research Working Papers (PRWP)
    Authors
    Author Affiliation Email
    Yasmine Elkhateeb Faculty of Economics and Political Science, Cairo University, Egypt yasmineelkhateeb@hotmail.com
    Nelly Elmallakh World Bank nelmallakh@worldbank.org
    Luca Flabbi University of North Carolina at Chapel Hill, USA luca.flabbi@gmail.com
    Roberta Gatti World Bank rgatti@worldbank.org
    Mohamed Saleh London School of Economics and Political Science, London, UK m.saleh@lse.ac.uk
    Date of production

    2026-06-23

    Scope and coverage

    Geographic locations
    Location Code
    Egypt EGY
    Keywords
    Employment Guarantee Public Sector Education Middle East
    Topics
    ID Topic Parent topic ID Vocabulary Vocabulary URI
    J45 Public Sector Labor Markets J4 Journal of Economic Literature (JEL)
    J24 Human Capital • Skills • Occupational Choice • Labor Productivity J2 Journal of Economic Literature (JEL)
    O15 Human Resources • Human Development • Income Distribution • Migration O1 Journal of Economic Literature (JEL)
    J21 Labor Force and Employment, Size, and Structure J2 Journal of Economic Literature (JEL)
    O14 Industrialization • Manufacturing and Service Industries • Choice of Technology O1 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
    MIT License https://opensource.org/license/mit
    World Bank IGO Rider https://github.com/worldbank/metadata-editor/blob/main/WB-IGO-RIDER.md

    Contacts

    Contacts
    Name Affiliation Email
    Yasmine Elkhateeb Faculty of Economics and Political Science, Cairo University, Egypt yasmineelkhateeb@hotmail.com
    Reproducibility WBG World Bank reproducibility@worldbank.org

    Information on metadata

    Producers
    Name Abbreviation Affiliation Role
    Reproducibility WBG DECDI World Bank - Development Impact Department Verification and preparation of metadata
    Date of Production

    2026-06-23

    Document version

    1

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