IDEAS home Printed from https://ideas.repec.org/a/vrs/izajle/v10y2021i1p1-34n2.html
   My bibliography  Save this article

Technical Education, Non-cognitive Skills and Labor Market Outcomes: Experimental Evidence from Brazil

Author

Listed:
  • Camargo Juliana

    (Centers for Learning on Evaluation and Results, Brazil and Lusophone Africa, Fundação Getúlio Vargas (FGV EESP Clear), 286, Itapeva Street, São Paulo, SP, 01332-000, Brazil.)

  • Lima Lycia

    (School of Business Administration, Fundação Getúlio Vargas (FGV EAESP) and Centers for Learning on Evaluation and Results, Brazil and Lusophone Africa, Fundação Getúlio Vargas (FGV EESP Clear), 286, Itapeva Street, São Paulo, SP, 01332-000, Brazil.)

  • Riva Flavio

    (School of Business Administration, Fundação Getúlio Vargas (FGV EAESP), 286, Itapeva Street, São Paulo, SP, 01332-000, Brazil.)

  • Souza André Portela

    (School of Economics, Fundação Getúlio Vargas (FGV EESP) and Centers for Learning on Evaluation and Results, Brazil and Lusophone Africa, Fundação Getúlio Vargas (FGV EESP Clear), 286, Itapeva Street, São Paulo, SP, 01332-000, Brazil.)

Abstract

This paper describes the results from an evaluation of a public policy that offers scholarships to current and former public high school students, so that they can attend technical and vocational education courses free of charge. We use a waiting list randomized controlled trial in four municipalities in a southern Brazilian State (Santa Catarina) to quantify the effects of the program on school progression, labor market outcomes and non-cognitive skills. Our intention-to-treat estimates reveal substantial gender heterogeneity two years after program completion. Women experienced large gains in labor market outcomes and non-cognitive skills. Employment rose by 21 percentage points (or approximately 33%) and the gains in earnings are of more than 50%. Also, women who received the offer scored 0.5σ higher on the synthetic index of non-cognitive skills and 0.69σ higher on an extraversion indicator. We find no effects on the male sub-sample. These findings corroborate the evidence on gender heterogeneity in the labor market effects of technical and vocational education programs. We also perform a series of exercises to explore potential channels through which these effects arise.

Suggested Citation

  • Camargo Juliana & Lima Lycia & Riva Flavio & Souza André Portela, 2021. "Technical Education, Non-cognitive Skills and Labor Market Outcomes: Experimental Evidence from Brazil," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 10(1), pages 1-34, January.
  • Handle: RePEc:vrs:izajle:v:10:y:2021:i:1:p:1-34:n:2
    DOI: 10.2478/izajole-2021-0002
    as

    Download full text from publisher

    File URL: https://doi.org/10.2478/izajole-2021-0002
    Download Restriction: no

    File URL: https://libkey.io/10.2478/izajole-2021-0002?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Eichhorst, Werner & Kalleberg, Arne & Portela Souza, André & Visser, Jelle, 2019. "Designing Good Labour Market Institutions: How to Reconcile Flexibility, Productivity and Security?," IZA Discussion Papers 12482, Institute of Labor Economics (IZA).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. 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.
    3. Carla Calero & Sandra V. Rozo, 2016. "The effects of youth training on risk behavior: the role of non-cognitive skills," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-27, December.
    4. Calero, Carla & Gonzalez Diez, Veronica & Soares, Yuri S.D. & Kluve, Jochen & Corseuil, Carlos Henrique, 2017. "Can arts-based interventions enhance labor market outcomes among youth? Evidence from a randomized trial in Rio de Janeiro," Labour Economics, Elsevier, vol. 45(C), pages 131-142.
    5. Huzeyfe Torun & Semih Tumen, 2019. "Do vocational high school graduates have better employment outcomes than general high school graduates?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 40(8), pages 1364-1388, August.
    6. Santiago Caicedo & Miguel Espinosa & Arthur Seibold, 2022. "Unwilling to Train?—Firm Responses to the Colombian Apprenticeship Regulation," Econometrica, Econometric Society, vol. 90(2), pages 507-550, March.
    7. 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.
    8. Maria Laura Alzúa & Soyolmaa Batbekh & Altantsetseg Batchuluun & Bayarmaa Dalkhjav & José Galdo, 2021. "Demand-Driven Youth Training Programs: Experimental Evidence from Mongolia," The World Bank Economic Review, World Bank, vol. 35(3), pages 720-744.
    9. Chowdhury, Shyamal & Hasan, Syed & Sharma, Uttam, 2024. "The Role of Trainee Selection in the Effectiveness of Vocational Training: Evidence from a Randomized Controlled Trial in Nepal," IZA Discussion Papers 16705, Institute of Labor Economics (IZA).
    10. Kluve, Jochen & Ripani, Laura & Rosas-Shady, David, 2015. "Experimental Evidence on the Long Term Impacts of a Youth Training Program," IDB Publications (Working Papers) 7367, Inter-American Development Bank.
    11. 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.
    12. Bruno Crépon & Gerard J. van den Berg, 2016. "Active Labor Market Policies," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 521-546, October.
    13. Acevedo, Paloma & Cruces, Guillermo & Gertler, Paul & Martinez, Sebastian, 2020. "How vocational education made women better off but left men behind," Labour Economics, Elsevier, vol. 65(C).
    14. Girum Abebe & Stefano Caria & Marcel Fafchamps & Paolo Falco & Simon Franklin & Simon Quinn, 2016. "Curse of Anonymity or Tyranny of Distance? The Impacts of Job-Search Support in Urban Ethiopia," CSAE Working Paper Series 2016-10, Centre for the Study of African Economies, University of Oxford.
    15. Gensowski, Miriam, 2018. "Personality, IQ, and lifetime earnings," Labour Economics, Elsevier, vol. 51(C), pages 170-183.
    16. Burgess, Simon, 2016. "Human Capital and Education: The State of the Art in the Economics of Education," IZA Discussion Papers 9885, Institute of Labor Economics (IZA).
    17. Wendy Cunningham & Pablo Acosta & Noël Muller, 2016. "Minds and Behaviors at Work," World Bank Publications - Books, The World Bank Group, number 24659.
    18. Agata Maida & Daniela Sonedda, 2019. "Getting out of the starting gate on the right foot: employment effects of investment in human capital," LABORatorio R. Revelli Working Papers Series 164, LABORatorio R. Revelli, Centre for Employment Studies.
    19. Bratti, Massimiliano & Ghirelli, Corinna & Havari, Enkelejda & Santangelo, Giulia, 2018. "Vocational Training for Unemployed Youth in Latvia: Evidence from a Regression Discontinuity Design," IZA Discussion Papers 11870, Institute of Labor Economics (IZA).
    20. Alaref, Jumana & Brodmann, Stefanie & Premand, Patrick, 2020. "The medium-term impact of entrepreneurship education on labor market outcomes: Experimental evidence from university graduates in Tunisia," Labour Economics, Elsevier, vol. 62(C).

    More about this item

    Keywords

    Vocational Education; Human Capital; Non-cognitive Skills; Labor Market Outcomes;
    All these keywords.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:vrs:izajle:v:10:y:2021:i:1:p:1-34:n:2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Peter Golla (email available below). General contact details of provider: https://www.sciendo.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.