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Who benefits from job training programs? Evidence from a high-dosage program in Brazil

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  • Da Mata, Daniel
  • Oliveira, Rodrigo
  • Silva, Diana

Abstract

Using admission lotteries and registry data linking labor market outcomes, we study the short- and medium-term effects of a vocational training program focused on disadvantaged individuals in Brazil. The intensive program is an 18-month classroom training coupled with a 6-month on-the-job training provided by government-sponsored training centers. When assessing the impacts on 15,000 winners and 200,000 nonwinners who graduated in different business cycle moments, we show that female students fare better than their male counterparts. Results are driven by courses in services. Investigating outcomes beyond employment and earnings, we find no effects on entrepreneurship or university admission.

Suggested Citation

  • Da Mata, Daniel & Oliveira, Rodrigo & Silva, Diana, 2025. "Who benefits from job training programs? Evidence from a high-dosage program in Brazil," Journal of Development Economics, Elsevier, vol. 175(C).
  • Handle: RePEc:eee:deveco:v:175:y:2025:i:c:s0304387825000276
    DOI: 10.1016/j.jdeveco.2025.103476
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    1. Maitra, Pushkar & Mani, Subha, 2017. "Learning and earning: Evidence from a randomized evaluation in India," Labour Economics, Elsevier, vol. 45(C), pages 116-130.
    2. Claudia Olivetti & Barbara Petrongolo, 2014. "Gender gaps across countries and skills: Demand, supply and the industry structure," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(4), pages 842-859, October.
    3. Erica M. Field & Leigh L. Linden & Ofer Malamud & Daniel Rubenson & Shing-Yi Wang, 2019. "Does Vocational Education Work? Evidence from a Randomized Experiment in Mongolia," NBER Working Papers 26092, National Bureau of Economic Research, Inc.
    4. L. Rachel Ngai & Barbara Petrongolo, 2017. "Gender Gaps and the Rise of the Service Economy," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 1-44, October.
    5. Felipe Barrera-Osorio & Adriana Kugler & Mikko Silliman, 2023. "Hard and Soft Skills in Vocational Training: Experimental Evidence from Colombia," The World Bank Economic Review, World Bank, vol. 37(3), pages 409-436.
    6. Chakravarty, Shubha & Lundberg, Mattias & Nikolov, Plamen & Zenker, Juliane, 2019. "Vocational training programs and youth labor market outcomes: Evidence from Nepal," Journal of Development Economics, Elsevier, vol. 136(C), pages 71-110.
    7. David Card & Jochen Kluve & Andrea Weber, 2010. "Active Labour Market Policy Evaluations: A Meta-Analysis," Economic Journal, Royal Economic Society, vol. 120(548), pages 452-477, November.
    8. David Card & Jochen Kluve & Andrea Weber, 2018. "What Works? A Meta Analysis of Recent Active Labor Market Program Evaluations," Journal of the European Economic Association, European Economic Association, vol. 16(3), pages 894-931.
    9. Paloma Acevedo & Guillermo Cruces & Paul Gertler & Sebastian Martinez, 2017. "Living Up to Expectations: How Job Training Made Women Better Off and Men Worse Off," NBER Working Papers 23264, National Bureau of Economic Research, Inc.
    10. Orazio Attanasio & Arlen Guarín & Carlos Medina & Costas Meghir, 2017. "Vocational Training for Disadvantaged Youth in Colombia: A Long-Term Follow-Up," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 131-143, April.
    11. Sarojini Hirshleifer & David McKenzie & Rita Almeida & Cristobal Ridao‐Cano, 2016. "The Impact of Vocational Training for the Unemployed: Experimental Evidence from Turkey," Economic Journal, Royal Economic Society, vol. 126(597), pages 2115-2146, November.
    12. Mark R Rosenzweig & Christopher Udry, 2020. "External Validity in a Stochastic World: Evidence from Low-Income Countries," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 343-381.
    13. Till von Wachter, 2020. "The Persistent Effects of Initial Labor Market Conditions for Young Adults and Their Sources," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 168-194, Fall.
    14. Clément de Chaisemartin & Luc Behaghel, 2020. "Estimating the Effect of Treatments Allocated by Randomized Waiting Lists," Econometrica, Econometric Society, vol. 88(4), pages 1453-1477, July.
    15. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2012. "The Short- and Long-Term Career Effects of Graduating in a Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 1-29, January.
    16. Stephanie Riegg Cellini & Nicholas Turner, 2019. "Gainfully Employed?: Assessing the Employment and Earnings of For-Profit College Students Using Administrative Data," Journal of Human Resources, University of Wisconsin Press, vol. 54(2), pages 342-370.
    17. Livia Alfonsi & Oriana Bandiera & Vittorio Bassi & Robin Burgess & Imran Rasul & Munshi Sulaiman & Anna Vitali, 2020. "Tackling Youth Unemployment: Evidence From a Labor Market Experiment in Uganda," Econometrica, Econometric Society, vol. 88(6), pages 2369-2414, November.
    18. Claudia Olivetti & Barbara Petrongolo, 2014. "Gender gaps across countries and skills: Demand, supply and the industry structure," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(4), pages 842-859, October.
    19. María laura Alzúa & Guillermo Cruces & Carolina Lopez, 2016. "Long-Run Effects Of Youth Training Programs: Experimental Evidence From Argentina," Economic Inquiry, Western Economic Association International, vol. 54(4), pages 1839-1859, October.
    20. Francisco J. Buera & Joseph P. Kaboski & Min Qiang Zhao, 2019. "The Rise of Services: The Role of Skills, Scale, and Female Labor Supply," Journal of Human Capital, University of Chicago Press, vol. 13(2), pages 157-187.
    21. David Card & Pablo Ibarrarán & Ferdinando Regalia & David Rosas-Shady & Yuri Soares, 2011. "The Labor Market Impacts of Youth Training in the Dominican Republic," Journal of Labor Economics, University of Chicago Press, vol. 29(2), pages 267-300.
    22. Orazio Attanasio & Adriana Kugler & Costas Meghir, 2011. "Subsidizing Vocational Training for Disadvantaged Youth in Colombia: Evidence from a Randomized Trial," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 188-220, July.
    23. Sarojini Hirshleifer & David McKenzie & Rita Almeida & Cristobal Ridao‐Cano, 2016. "The Impact of Vocational Training for the Unemployed: Experimental Evidence from Turkey," Economic Journal, Royal Economic Society, vol. 126(597), pages 2115-2146, November.
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    Keywords

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    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

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