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Apprenticeship as a stepping stone to better jobs: Evidence from Brazilian matched employer-employee data

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  • Corseuil, Carlos Henrique
  • Foguel, Miguel N.
  • Gonzaga, Gustavo

Abstract

The objective of this paper is to evaluate the Brazilian Apprenticeship program adopted at a large scale since 2000. In particular, we investigate whether the program is a better stepping stone to permanent jobs when compared to other forms of temporary jobs. Similar to other apprenticeship initiatives around the world, the Brazilian program trains young workers under special temporary contracts aiming to help them successfully complete the transition from school to work. We make use of a matched employee-employer dataset covering all formal employees in Brazil, including apprentices. Our identification strategy exploits a discontinuity in the eligibility to enter the program in the early 2000s, when 17 was the age limit to take part in the program. This strategy allows us to consider selection based on unobservable characteristics. We find that the program increases the probability of employment in permanent jobs and decreases turnover rates and formal labor market experience in 2-3- and 4-5-year horizons. These results are consistent with a positive effect of the program on reservation utilities of workers and on their efforts to expand skills. This is also confirmed by the data as we find substantial impacts on schooling attainment. We also find evidence that the skill requirements of the apprentices’ occupation affect the likelihood of obtaining an open-ended job in the short run and the education achievement in the medium run. The results also evince much larger effects of the program for workers who had their first job in large firms.

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  • Corseuil, Carlos Henrique & Foguel, Miguel N. & Gonzaga, Gustavo, 2019. "Apprenticeship as a stepping stone to better jobs: Evidence from Brazilian matched employer-employee data," Labour Economics, Elsevier, vol. 57(C), pages 177-194.
  • Handle: RePEc:eee:labeco:v:57:y:2019:i:c:p:177-194
    DOI: 10.1016/j.labeco.2019.02.002
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    1. Andrea Ichino & Fabrizia Mealli & Tommaso Nannicini, 2008. "From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 305-327.
    2. David H. Autor & Susan N. Houseman, 2010. "Do Temporary-Help Jobs Improve Labor Market Outcomes for Low-Skilled Workers? Evidence from "Work First"," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 96-128, July.
    3. Pablo Ibarraran & Laura Ripani & Bibiana Taboada & Juan Villa & Brigida Garcia, 2014. "Life skills, employability and training for disadvantaged youth: Evidence from a randomized evaluation design," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-24, December.
    4. Matteo Picchio & Stefano Staffolani, 2019. "Does apprenticeship improve job opportunities? A regression discontinuity approach," Empirical Economics, Springer, vol. 56(1), pages 23-60, January.
    5. Liliane Bonnal & Sylvie Mendes & Catherine Sofer, 2002. "School‐to‐work transition: apprenticeship versus vocational school in France," International Journal of Manpower, Emerald Group Publishing Limited, vol. 23(5), pages 426-442, August.
    6. Andrea Albanese & Lorenzo Cappellari & Marco Leonardi, 2021. "The effects of youth labour market reforms: evidence from Italian apprenticeships," Oxford Economic Papers, Oxford University Press, vol. 73(1), pages 98-121.
    7. Richard B. Freeman & David A. Wise, 1982. "The Youth Labor Market Problem: Its Nature, Causes, and Consequences," NBER Books, National Bureau of Economic Research, Inc, number free82-1.
    8. Dorsett, Richard, 2006. "The new deal for young people: effect on the labour market status of young men," Labour Economics, Elsevier, vol. 13(3), pages 405-422, June.
    9. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    10. Battistin, Erich & Rettore, Enrico, 2008. "Ineligibles and eligible non-participants as a double comparison group in regression-discontinuity designs," Journal of Econometrics, Elsevier, vol. 142(2), pages 715-730, February.
    11. Alison L Booth & Juan J. Dolado & Jeff Frank, 2002. "Symposium On Temporary Work Introduction," Economic Journal, Royal Economic Society, vol. 112(480), pages 181-188, June.
    12. Josef Fersterer & Jörn‐Steffen Pischke & Rudolf Winter‐Ebmer, 2008. "Returns to Apprenticeship Training in Austria: Evidence from Failed Firms," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(4), pages 733-753, December.
    13. Rafael Dix‐Carneiro, 2014. "Trade Liberalization and Labor Market Dynamics," Econometrica, Econometric Society, vol. 82(3), pages 825-885, May.
    14. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    15. Kathrin Göggel & Thomas Zwick, 2012. "Heterogeneous Wage Effects of Apprenticeship Training," Scandinavian Journal of Economics, Wiley Blackwell, vol. 114(3), pages 756-779, September.
    16. Giorgio Brunello & Pietro Garibaldi & Etienne Wasmer, 2007. "Education and training in Europe," SciencePo Working papers Main hal-03415950, HAL.
    17. Fabio Berton & Francesco Devicienti & Lia Pacelli, 2011. "Are temporary jobs a port of entry into permanent employment?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 32(8), pages 879-899, November.
    18. 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.
    19. Rafael Dix-Carneiro & Rodrigo R. Soares & Gabriel Ulyssea, 2018. "Economic Shocks and Crime: Evidence from the Brazilian Trade Liberalization," American Economic Journal: Applied Economics, American Economic Association, vol. 10(4), pages 158-195, October.
    20. Gerard, François & Gonzaga, Gustavo, 2016. "Informal Labor and the Efficiency Cost of Social Programs: Evidence from the Brazilian Unemployment Insurance Program," CEPR Discussion Papers 11485, C.E.P.R. Discussion Papers.
    21. John J. Conlon & Laura Pilossoph & Matthew Wiswall & Basit Zafar, 2018. "Labor Market Search With Imperfect Information and Learning," Working Papers 2018-068, Human Capital and Economic Opportunity Working Group.
    22. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    23. François Gerard & Lorenzo Lagos & Edson Severnini & David Card, 2018. "Assortative Matching or Exclusionary Hiring? The Impact of Firm Policies on Racial Wage Differences in Brazil," NBER Working Papers 25176, National Bureau of Economic Research, Inc.
    24. Betcherman, Gordon & Godfrey, Martin & Puerto, Susana & Rother, Friederike & Stavreska, Antoneta, 2007. "A review of interventions to support young workers : findings of the youth employment inventory," Social Protection Discussion Papers and Notes 41412, The World Bank.
    25. David Card & Pablo Ibarraran & Ferdinando Regalia & David Rosas & Yuri Soares, 2007. "The Labor Market Impacts of Youth Training in the Dominican Republic: Evidence from a Randomized Evaluation," NBER Working Papers 12883, National Bureau of Economic Research, Inc.
    26. Morley Gunderson & Harry Krashinsky, 2015. "Returns to Apprenticeship Based on the 2006 Canadian Census," ILR Review, Cornell University, ILR School, vol. 68(5), pages 1078-1101, October.
    27. Guasch, J Luis & Weiss, Andrew, 1981. "Self-Selection in the Labor Market," American Economic Review, American Economic Association, vol. 71(3), pages 275-284, June.
    28. Gustavo Gonzaga, 2003. "Labor Turnover and Labor Legislation in Brazil," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2003), pages 165-222, August.
    29. Caliendo, Marco & Künn, Steffen & Schmidl, Ricarda, 2011. "Fighting Youth Unemployment: The Effects of Active Labor Market Policies," IZA Discussion Papers 6222, Institute of Labor Economics (IZA).
    30. 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.
    31. Card, David & Sullivan, Daniel G, 1988. "Measuring the Effect of Subsidized Training Programs on Movements in and out of Employment," Econometrica, Econometric Society, vol. 56(3), pages 497-530, May.
    32. Monica Costa Dias & Hidehiko Ichimura & Gerard J. van den Berg, 2013. "Treatment Evaluation With Selective Participation and Ineligibles," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 108(502), pages 441-455, June.
    33. Parey, Matthias, 2016. "Vocational Schooling versus Apprenticeship Training. Evidence from Vacancy Data," VfS Annual Conference 2016 (Augsburg): Demographic Change 145655, Verein für Socialpolitik / German Economic Association.
    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. Elhanan Helpman & Oleg Itskhoki & Marc-Andreas Muendler & Stephen J. Redding, 2017. "Trade and Inequality: From Theory to Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 357-405.
    36. Naércio Aquino Menezes-Filho & Marc-Andreas Muendler & Garey Ramey, 2008. "The Structure of Worker Compensation in Brazil, with a Comparison to France and the United States," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 324-346, May.
    37. Centeno, Luis & Centeno, Mário & Novo, Álvaro A., 2009. "Evaluating job-search programs for old and young individuals: Heterogeneous impact on unemployment duration," Labour Economics, Elsevier, vol. 16(1), pages 12-25, January.
    38. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    39. Rita K. Almeida & Truman G. Packard, 2018. "Skills and Jobs in Brazil," World Bank Publications - Books, The World Bank Group, number 29958.
    40. Marcus Eliason & Donald Storrie, 2006. "Lasting or Latent Scars? Swedish Evidence on the Long-Term Effects of Job Displacement," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 831-856, October.
    41. Zimmermann, Klaus F. & Biavaschi, Costanza & Eichhorst, Werner & Giulietti, Corrado & Kendzia, Michael J. & Muravyev, Alexander & Pieters, Janneke & Rodríguez-Planas, Núria & Schmidl, Ricarda, 2013. "Youth Unemployment and Vocational Training," Foundations and Trends(R) in Microeconomics, now publishers, vol. 9(1–2), pages 1-157, December.
    42. Naércio Aquino Menezes-Filho & Marc-Andreas Muendler & Garey Ramey, 2008. "The Structure of Worker Compensation in Brazil, with a Comparison to France and the United States," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 324-346, May.
    43. Gabriel Ulyssea, 2018. "Firms, Informality, and Development: Theory and Evidence from Brazil," American Economic Review, American Economic Association, vol. 108(8), pages 2015-2047, August.
    44. Villalobos Barría, Carlos & Klasen, Stephan, 2016. "The impact of SENAI's vocational training program on employment, wages, and mobility in Brazil: Lessons for Sub Saharan Africa?," The Quarterly Review of Economics and Finance, Elsevier, vol. 62(C), pages 74-96.
    45. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    46. Alberto Abadie & Guido W. Imbens, 2008. "On the Failure of the Bootstrap for Matching Estimators," Econometrica, Econometric Society, vol. 76(6), pages 1537-1557, November.
    47. Linda Leighton & Jacob Mincer, 1982. "Labor Turnover and Youth Unemployment," NBER Chapters, in: The Youth Labor Market Problem: Its Nature, Causes, and Consequences, pages 235-276, National Bureau of Economic Research, Inc.
    48. Alet, Elodie & Bonnal, Liliane, 2011. "Vocational schooling and educational success: comparing apprenticeship to full-time vocational high-school," TSE Working Papers 27239, Toulouse School of Economics (TSE).
    49. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    50. Kim B. Clark & Lawrence H. Summers, 1982. "The Dynamics of Youth Unemployment," NBER Chapters, in: The Youth Labor Market Problem: Its Nature, Causes, and Consequences, pages 199-234, National Bureau of Economic Research, Inc.
    51. repec:zbw:rwirep:0486 is not listed on IDEAS
    52. Abowd, John M. & Kramarz, Francis & Margolis, David N. & Troske, Kenneth R., 2001. "The Relative Importance of Employer and Employee Effects on Compensation: A Comparison of France and the United States," Journal of the Japanese and International Economies, Elsevier, vol. 15(4), pages 419-436, December.
    53. Jochen Kluve, 2014. "Youth labor market interventions," IZA World of Labor, Institute of Labor Economics (IZA), pages 106-106, December.
    54. Acemoglu, Daron & Pischke, Jorn-Steffen, 2000. "Certification of training and training outcomes," European Economic Review, Elsevier, vol. 44(4-6), pages 917-927, May.
    55. repec:idb:brikps:publication-detail,7101.html?id=58806 is not listed on IDEAS
    56. Cabrales, Antonio & Dolado, Juan J. & Mora, Ricardo, 2014. "Dual Labour Markets and (Lack of) On-the-Job Training: PIAAC Evidence from Spain and Other EU Countries," IZA Discussion Papers 8649, Institute of Labor Economics (IZA).
    57. Freeman, Richard B. & Wise, David A. (ed.), 1982. "The Youth Labor Market Problem," National Bureau of Economic Research Books, University of Chicago Press, number 9780226261614, September.
    58. 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.
    59. repec:iza:izawol:journl:y:2014:p:106 is not listed on IDEAS
    60. Renato Faccini, 2014. "Reassessing Labour Market Reforms: Temporary Contracts as a Screening Device," Economic Journal, Royal Economic Society, vol. 124(575), pages 167-200, March.
    61. Werner Eichhorst & Núria Rodríguez-Planas & Ricarda Schmidl & Klaus F. Zimmermann, 2015. "A Road Map to Vocational Education and Training in Industrialized Countries," ILR Review, Cornell University, ILR School, vol. 68(2), pages 314-337, March.
    62. repec:oup:restud:v:84:y::i:1:p:357-405. is not listed on IDEAS
    63. David Soskice, 1994. "Reconciling Markets and Institutions: The German Apprenticeship System," NBER Chapters, in: Training and the Private Sector: International Comparisons, pages 25-60, National Bureau of Economic Research, Inc.
    64. Reis, Mauricio Cortez, 2015. "Uma análise da transição dos jovens para o primeiro emprego no Brasil," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 69(1), March.
    65. Cunningham, Wendy & Salvagno, Javier Bustos, 2011. "Youth employment transitions in Latin America," Policy Research Working Paper Series 5521, The World Bank.
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    More about this item

    Keywords

    Apprenticeship; Youth-targeted training program; Adjusted matching;
    All these keywords.

    JEL classification:

    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs

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