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Technical education, noncognitive skills and labor market outcomes: experimental evidence from Brazil

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  • Camargo, Juliana
  • Lima, Lycia Silva e
  • Riva, Flavio Luiz Russo
  • Souza, André Portela Fernandes de
Abstract
This paper describes the results from the evaluation of the Student Training Scholarship ('Bolsa Formação Estudante'), a public policy that offers scholarships to current and former high school students of the public educational system in Brazil so that they can attend technical and vocational education courses free of charge. We base our analysis on a waiting list randomized controlled trial in four municipalities and use survey and administrative data to quantify the effects of the program on educational investments, labor market outcomes, noncognitive skills and self-reported risky behaviors. Our intention-to-treat estimates suggest substantial gender heterogeneity two years after program completion. Women experienced large gains in labor market outcomes and noncognitive skills. In particular, those who received the offer scored 0.63σ higher on an extraversion indicator, but, surprisingly, reported more frequently that they were involved in argument or fights and binge drinking. We find no effects of the program on the male sub-sample. The findings corroborate the evidence on gender heterogeneity in the literature on technical and vocational education programs, and also extend it to additional dimensions.

Suggested Citation

  • Camargo, Juliana & Lima, Lycia Silva e & Riva, Flavio Luiz Russo & Souza, André Portela Fernandes de, 2018. "Technical education, noncognitive skills and labor market outcomes: experimental evidence from Brazil," Textos para discussão 480, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
    • Handle: RePEc:fgv:eesptd:480
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    References listed on IDEAS

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    1. 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.
    2. Sara B. Heller & Anuj K. Shah & Jonathan Guryan & Jens Ludwig & Sendhil Mullainathan & Harold A. Pollack, 2017. "Thinking, Fast and Slow? Some Field Experiments to Reduce Crime and Dropout in Chicago," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 1-54.
    3. Stephen Machin & Olivier Marie & Sunčica Vujić, 2011. "The Crime Reducing Effect of Education," Economic Journal, Royal Economic Society, vol. 121(552), pages 463-484, May.
    4. Eric A. Hanushek & Guido Schwerdt & Ludger Woessmann & Lei Zhang, 2017. "General Education, Vocational Education, and Labor-Market Outcomes over the Lifecycle," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 48-87.
    5. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    6. Chioda, Laura & De Mello, João M.P. & Soares, Rodrigo R., 2016. "Spillovers from conditional cash transfer programs: Bolsa Família and crime in urban Brazil," Economics of Education Review, Elsevier, vol. 54(C), pages 306-320.
    7. 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.
    8. Ludger Wößmann, 2008. "Efficiency and equity of European education and training policies," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 15(2), pages 199-230, April.
    9. repec:adr:anecst:y:2008:i:91-92:p:17 is not listed on IDEAS
    10. Dearden, Lorraine, et al, 2002. "The Returns to Academic and Vocational Qualifications in Britain," Bulletin of Economic Research, Wiley Blackwell, vol. 54(3), pages 249-274, July.
    11. Bruno Crépon & Marc Ferracci & Grégory Jolivet & Gerard J. van den Berg, 2009. "Active Labor Market Policy Effects in a Dynamic Setting," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 595-605, 04-05.
    12. Herbert Gintis & Samuel Bowles & Melissa Osborne, 2001. "Incentive-Enhancing Preferences: Personality, Behavior, and Earnings," American Economic Review, American Economic Association, vol. 91(2), pages 155-158, May.
    13. Tim Kautz & James J. Heckman & Ron Diris & Bas ter Weel & Lex Borghans, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-cognitive Skills to Promote Lifetime Success," OECD Education Working Papers 110, OECD Publishing.
    14. Nyhus, Ellen K. & Pons, Empar, 2005. "The effects of personality on earnings," Journal of Economic Psychology, Elsevier, vol. 26(3), pages 363-384, June.
    15. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    16. Annette Bergemann & Gerard J. Van Den Berg, 2008. "Active Labor Market Policy Effects for Women in Europe - A Survey," Annals of Economics and Statistics, GENES, issue 91-92, pages 385-408.
    17. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    18. 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.
    19. Ibarrarán, Pablo & Kluve, Jochen & Ripani, Laura & Shady, David Rosas, 2015. "Experimental evidence on the long term impacts of a youth training program," Ruhr Economic Papers 562, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    20. 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.
    21. Heckman, James J., 2007. "The Economics, Technology and Neuroscience of Human Capability Formation," IZA Discussion Papers 2875, Institute of Labor Economics (IZA).
    22. Charley Greenwood & Andrew Jenkins & Anna Vignoles, 2007. "The Returns to Qualifications in England: Updating the Evidence Base on Level 2 and Level 3 Vocational Qualifications," CEE Discussion Papers 0089, Centre for the Economics of Education, LSE.
    23. Adriana Kugler & Maurice Kugler & Juan Saavedra & Luis Omar Herrera Prada, 2015. "Long-Term Educational Consequences of Vocational Training in Colombia: Impacts on Young Trainees and Their Relatives," NBER Working Papers 21607, National Bureau of Economic Research, Inc.
    24. Adriana Kugler & Maurice Kugler & Juan E. Saavedra & Luis Omar Herrera-Prada, 2022. "Long-Term Educational Consequences of Vocational Training in Colombia: Impacts on Young Trainees and Their Relatives," Journal of Human Resources, University of Wisconsin Press, vol. 57(1), pages 178-216.
    25. Marco Caliendo & Steffen Künn, 2015. "Getting back into the labor market: the effects of start-up subsidies for unemployed females," Journal of Population Economics, Springer;European Society for Population Economics, vol. 28(4), pages 1005-1043, October.
    26. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    27. 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.
    28. 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.
    29. John Bishop & Ferran Mane, 2005. "Raising academic standards and vocational concentrators: Are they better off or worse off?," Education Economics, Taylor & Francis Journals, vol. 13(2), pages 171-187.
    30. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    31. Miriam Bruhn & David McKenzie, 2009. "In Pursuit of Balance: Randomization in Practice in Development Field Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 200-232, October.
    32. Shoshana Neuman & Adrian Ziderman, 1999. "Vocational Education in Israel: Wage Effects of the VocEd-Occupation Match," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 407-420.
    33. repec:idb:brikps:72578 is not listed on IDEAS
    34. 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.
    35. Ibarrarán, Pablo & Kluve, Jochen & Ripani, Laura & Rosas Shady, David, 2015. "Experimental Evidence on the Long-Term Impacts of a Youth Training Program," IZA Discussion Papers 9136, Institute of Labor Economics (IZA).
    36. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, September.
    37. Ofer Malamud & Cristian Pop-Eleches, 2010. "General Education versus Vocational Training: Evidence from an Economy in Transition," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 43-60, February.
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    More about this item

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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