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Getting Out of the Starting Gate on the Right Foot: Employment Effects of Investment in Human Capital

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  • Agata MAIDA
  • Daniela SONEDDA

Abstract

The technological progress and the globalisation process reshape the nature of jobs inducing a substantial drop in the incidence of permanent employment occupations. This paper estimates whether employers could be less reluctant to hire workers on a permanent basis in presence of a human capital investment, which they partly finance. We find that the permanent employment rate of cohorts affected by law no. 92/2012 at the age threshold of 30 years increased by about 1% when compared to the permanent employment rate of similar untreated cohorts. This difference in discontinuity impact can be generated by the vocational apprenticeship labour contract only. After 36 months from the baseline, this positive effect persists and increases to about 5%. We interpret our results as evidence that a labour contract that invests in human capital serves as a stepping stone into permanent employment.

Suggested Citation

  • Agata MAIDA & Daniela SONEDDA, 2019. "Getting Out of the Starting Gate on the Right Foot: Employment Effects of Investment in Human Capital," Departmental Working Papers 2019-03, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
  • Handle: RePEc:mil:wpdepa:2019-03
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    1. Daron Acemoglu & Jörn-Steffen Pischke, 1998. "Why Do Firms Train? Theory and Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 113(1), pages 79-119.
    2. 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.
    3. Orazio Attanasio & Arlen Guarín & Carlos Medina & Costas Meghir, 2015. "Long Term Impacts of Vouchers for Vocational Training: Experimental Evidence for Colombia," BORRADORES DE ECONOMIA 013326, BANCO DE LA REPÚBLICA.
    4. James J. Heckman & Jeffrey Smith, 2000. "The Sensitivity of Experimental Impact Estimates (Evidence from the National JTPA Study)," NBER Chapters, in: Youth Employment and Joblessness in Advanced Countries, pages 331-356, National Bureau of Economic Research, Inc.
    5. 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.
    6. Alfonso Flores‐Lagunes & Arturo Gonzalez & Todd Neumann, 2010. "Learning But Not Earning? The Impact Of Job Corps Training On Hispanic Youth," Economic Inquiry, Western Economic Association International, vol. 48(3), pages 651-667, July.
    7. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Oxford University Press, vol. 64(4), pages 605-654.
    8. 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.
    9. 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.
    10. Alberto Abadie & Joshua Angrist & Guido Imbens, 2002. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
    11. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    12. Michael Lechner & Ruth Miquel & Conny Wunsch, 2011. "Long‐Run Effects Of Public Sector Sponsored Training In West Germany," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 742-784, August.
    13. Alison L. Booth & Marco Francesconi & Jeff Frank, 2002. "Temporary Jobs: Stepping Stones Or Dead Ends?," Economic Journal, Royal Economic Society, vol. 112(480), pages 189-213, June.
    14. Aderonke Osikominu, 2013. "Quick Job Entry or Long-Term Human Capital Development? The Dynamic Effects of Alternative Training Schemes," Review of Economic Studies, Oxford University Press, vol. 80(1), pages 313-342.
    15. Bertil Holmlund & Donald Storrie, 2002. "Temporary Work In Turbulent Times: The Swedish Experience," Economic Journal, Royal Economic Society, vol. 112(480), pages 245-269, June.
    16. Lorenzo Cappellari & Carlo Dell’Aringa & Marco Leonardi, 2012. "Temporary Employment, Job Flows and Productivity: A Tale of Two Reforms," Economic Journal, Royal Economic Society, vol. 122(562), pages 188-215, August.
    17. Stephanie Riegg Cellini & Fernando Ferreira & Jesse Rothstein, 2010. "The Value of School Facility Investments: Evidence from a Dynamic Regression Discontinuity Design," The Quarterly Journal of Economics, Oxford University Press, vol. 125(1), pages 215-261.
    18. Carolyn J. Heinrich & Peter R. Mueser & Kenneth R. Troske, 2005. "Welfare to Temporary Work: Implications for Labor Market Outcomes," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 154-173, February.
    19. repec:adr:anecst:y:2012:i:107-108:p:7 is not listed on IDEAS
    20. 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.
    21. Acemoglu, Daron & Pischke, Jorn-Steffen, 1999. "Beyond Becker: Training in Imperfect Labour Markets," Economic Journal, Royal Economic Society, vol. 109(453), pages 112-142, February.
    22. Fitzenberger, Bernd & Furdas, Marina & Sajons, Christoph, 2016. "End-of-year spending and the long-run employment effects of training programs for the unemployed," ZEW Discussion Papers 16-084, ZEW - Leibniz Centre for European Economic Research.
    23. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    24. 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.
    25. repec:mpr:mprres:6097 is not listed on IDEAS
    26. Christian Dustmann & Uta Schönberg, 2012. "What Makes Firm-Based Vocational Training Schemes Successful? The Role of Commitment," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 36-61, April.
    27. Fabio Berton & Francesco Devicienti & Lia Pacelli, 2011. "Are temporary jobs a port of entry into permanent employment?: Evidence from matched employer-employee," International Journal of Manpower, Emerald Group Publishing, vol. 32(8), pages 879-899, November.
    28. Veronica Grembi & Tommaso Nannicini & Ugo Troiano, 2016. "Do Fiscal Rules Matter?," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 1-30, July.
    29. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    30. 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.
    31. David S. Lee, 2009. "Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects," Review of Economic Studies, Oxford University Press, vol. 76(3), pages 1071-1102.
    32. Bruno Crépon & Marc Ferracci & Denis Fougere, 2012. "Training the Unemployed in France: How Does it Affect Unemployment Duration and Recurrence?," Annals of Economics and Statistics, GENES, issue 107-108, pages 175-199.
    33. 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.
    34. Michal Kolesár & Christoph Rothe, 2018. "Inference in Regression Discontinuity Designs with a Discrete Running Variable," American Economic Review, American Economic Association, vol. 108(8), pages 2277-2304, August.
    35. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
    36. Howard S. Bloom & Larry L. Orr & Stephen H. Bell & George Cave & Fred Doolittle & Winston Lin & Johannes M. Bos, 1997. "The Benefits and Costs of JTPA Title II-A Programs: Key Findings from the National Job Training Partnership Act Study," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 549-576.
    37. 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.
    38. Peter Z. Schochet & John Burghardt & Sheena McConnell, 2008. "Does Job Corps Work? Impact Findings from the National Job Corps Study," American Economic Review, American Economic Association, vol. 98(5), pages 1864-1886, December.
    39. 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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    Cited by:

    1. Giorgio d'Agostino & Michele Raitano & Margherita Scarlato, 2022. "Job mobility and heterogeneous returns to apprenticeship training in Italy," British Journal of Industrial Relations, London School of Economics, vol. 60(2), pages 391-423, June.
    2. Daniela Sonedda, 2020. "Same rules but different outcomes: regional disparities in permanent employment rates of a nation-wide reform of vocational apprenticeships," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 37(2), pages 583-620, July.
    3. Daniela Sonedda, 2020. "Guess who's there: employment protection legislation and the degree of substitutability between labour contracts," IAAEU Discussion Papers 202007, Institute of Labour Law and Industrial Relations in the European Union (IAAEU).
    4. Sonedda, Daniela, 2018. "Human capital investment and job creation: the role of the education and production systems," MPRA Paper 91902, University Library of Munich, Germany.

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    More about this item

    Keywords

    Human Capital; Apprenticeship; Permanent employment;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J41 - Labor and Demographic Economics - - Particular Labor Markets - - - Labor Contracts
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure

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