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The Wage Returns to On-the-Job Training: Evidence from Matched Employer-Employee Data

Author

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  • Almeida, Rita K.

    (World Bank)

  • de Faria, Marta Lince

    (Católica Lisbon)

Abstract

Skills shortages and skill mismatch are a pressing concern for policymakers in several developing countries, and in East Asia specifically. Providing on-the-job training can be an effective policy tool to shape the skills of the existent workforce to the specific needs of the firms. This paper explores a unique data set of matched employer-employee data for Malaysia and Thailand to estimate the wage return to on-the-job training in these two countries. Exploring propensity score matching estimates, we show that the average wage returns to on-the-job training are 7.7% for Malaysia and 4.5% for Thailand. Furthermore, we find evidence that the wage returns to on-the-job training are higher for males than for females in Malaysia and that, for both countries, returns are higher for workers with at least secondary education.

Suggested Citation

  • Almeida, Rita K. & de Faria, Marta Lince, 2014. "The Wage Returns to On-the-Job Training: Evidence from Matched Employer-Employee Data," IZA Discussion Papers 8314, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp8314
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    1. Carla Haelermans & Lex Borghans, 2012. "Wage Effects of On-the-Job Training: A Meta-Analysis," British Journal of Industrial Relations, London School of Economics, vol. 50(3), pages 502-528, September.
    2. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2004. "Training in Europe," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 346-360, 04/05.
    3. Almeida, Rita & Carneiro, Pedro, 2009. "The return to firm investments in human capital," Labour Economics, Elsevier, vol. 16(1), pages 97-106, January.
    4. Kahyarara, Godius & Teal, Francis, 2008. "The Returns to Vocational Training and Academic Education: Evidence from Tanzania," World Development, Elsevier, vol. 36(11), pages 2223-2242, November.
    5. Edwin Leuven & Hessel Oosterbeek, 2004. "Evaluating the Effect of Tax Deductions on Training," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 461-488, April.
    6. Rosholm, Michael & Nielsen, Helena Skyt & Dabalen, Andrew, 2007. "Evaluation of training in African enterprises," Journal of Development Economics, Elsevier, vol. 84(1), pages 310-329, September.
    7. Courtney Monk & Justin Sandefur & Francis Teal, 2008. "Does Doing an Apprenticeship Pay Off? Evidence from Ghana," CSAE Working Paper Series 2008-08, Centre for the Study of African Economies, University of Oxford.
    8. Van Reenen, John & Dearden, Lorraine & Reed, Howard, 2000. "Who Gains when Workers Train? Training and Corporate Productivity in a Panel of British Industries," CEPR Discussion Papers 2486, C.E.P.R. Discussion Papers.
    9. Bernd Fitzenberger & Aderonke Osikominu & Robert Völter, 2008. "Get Training or Wait? Long-Run Employment Effects of Training Programs for the Unemployed in West Germany," Annals of Economics and Statistics, GENES, issue 91-92, pages 321-355.
    10. Edwin Leuven & Hessel Oosterbeek, 2002. "A New Approach to estimate the Wage Returns to Work-related Training," Tinbergen Institute Discussion Papers 02-091/3, Tinbergen Institute.
    11. Hong Tan & Lopez-Acevedo, Gladys, 2003. "Mexico : in-firm training for the knowledge economy," Policy Research Working Paper Series 2957, The World Bank.
    12. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    13. James J. Heckman & Xuesong Li, 2004. "Selection bias, comparative advantage and heterogeneous returns to education: evidence from China in 2000," Pacific Economic Review, Wiley Blackwell, vol. 9(3), pages 155-171, October.
    14. Rita K. Almeida, 2010. "Openness and Technological Innovation in East Asia: Have They Increased the Demand for Skills?," Asia-Pacific Development Journal, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), vol. 17(1), pages 63-95, June.
    15. Lorraine Dearden & Howard Reed & John Van Reenen, 2006. "The Impact of Training on Productivity and Wages: Evidence from British Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(4), pages 397-421, August.
    16. Almeida, Rita K. & Aterido, Reyes, 2010. "The Investment in Job Training: Why Are SMEs Lagging So Much Behind?," IZA Discussion Papers 4981, Institute of Labor Economics (IZA).
    17. Hessel Oosterbeek & Edwin Leuven, 2001. "Firm-Specific Human Capital as a Shared Investment: Comment," American Economic Review, American Economic Association, vol. 91(1), pages 342-347, March.
    18. James J. Heckman & Xuesong Li, 2003. "Selection Bias, Comparative Advantage and Heterogeneous Returns to Education," NBER Working Papers 9877, National Bureau of Economic Research, Inc.
    19. 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.
    20. Panos, Sousounis, 2009. "The Impact of Work-Related Training on Employee Earnings: Evidence from Great Britain," MPRA Paper 14262, University Library of Munich, Germany.
    21. Tsung-Ping Chung, 2000. "The Returns to Education and Training: Evidence from the Malaysian Family Life Surveys," Studies in Economics 0007, School of Economics, University of Kent.
    22. Daron Acemoglu, 1998. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1055-1089.
    23. Francis Teal & Godius Kahyarara, 2008. "The returns to vocational training and academic education: Evidence from Tanzania," Economics Series Working Papers WPS/2008-07, University of Oxford, Department of Economics.
    24. Bassanini, Andrea & Booth, Alison L. & Brunello, Giorgio & De Paola, Maria & Leuven, Edwin, 2005. "Workplace Training in Europe," IZA Discussion Papers 1640, Institute of Labor Economics (IZA).
    25. Fitzenberger, Bernd & Volter, Robert, 2007. "Long-run effects of training programs for the unemployed in East Germany," Labour Economics, Elsevier, vol. 14(4), pages 730-755, August.
    26. Ariga, Kenn & Brunello, Giorgio, 2002. "Are the More Educated Receiving More Training? Evidence from Thailand," IZA Discussion Papers 577, Institute of Labor Economics (IZA).
    27. Jacob Mincer, 1989. "Job Training: Costs, Returns, and Wage Profiles," NBER Working Papers 3208, National Bureau of Economic Research, Inc.
    28. Cecilia ALBERT & Carlos GARCÍA-SERRANO & Virginia HERNANZ, 2010. "On-the-job training in Europe: Determinants and wage returns," International Labour Review, International Labour Organization, vol. 149(3), pages 315-341, September.
    29. Budría, Santiago & Pereira, Pedro T., 2004. "On the Returns to Training in Portugal," IZA Discussion Papers 1429, Institute of Labor Economics (IZA).
    30. Almeida, Rita K. & Aterido, Reyes, 2011. "On-the-job training and rigidity of employment protection in the developing world: Evidence from differential enforcement," Labour Economics, Elsevier, vol. 18(S1), pages 71-82.
    31. Frazer, Garth, 2006. "Learning the master's trade: Apprenticeship and human capital in Ghana," Journal of Development Economics, Elsevier, vol. 81(2), pages 259-298, December.
    32. Panos Sousounis, 2009. "The Impact of Work-Related Training on Employee Earnings: Evidence from Great Britain," Working Papers 0919, Department of Accounting, Economics and Finance, Bristol Business School, University of the West of England, Bristol.
    33. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    Cited by:

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    2. Vona, Francesco, 2023. "Skills and human capital for the low-carbon transition in developing and emerging economies," FEEM Working Papers 338778, Fondazione Eni Enrico Mattei (FEEM).
    3. Benedikte Bjerge & Nina Torm & Neda Trifkovic, 2016. "Gender matters: Private sector training in Vietnamese SMEs," WIDER Working Paper Series 149, World Institute for Development Economic Research (UNU-WIDER).
    4. Francesco Vona, 2023. "Skills and human capital for the low-carbon transition in developing and emerging economies," Working Papers 2023.19, Fondazione Eni Enrico Mattei.
    5. Konstantinos Angelopoulos & Andrea Benecchi & Jim Malley, 2017. "Can Subsidising Job-Related Training Reduce Inequality?," CESifo Working Paper Series 6605, CESifo.
    6. Henrik Hansen & S Kanayade & John Rand & Neda Trifkovic, 2021. "Workplace training in Myanmar: Determinants and wage returns," DERG working paper series 21-10, University of Copenhagen. Department of Economics. Development Economics Research Group (DERG).
    7. Zara Liaqat & Jeffrey Nugent, 2015. "Under-provision of private training by MENA firms: what to Do about It?," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-29, December.
    8. Konstantinos Angelopoulos & Andrea Benecchi & James Malley, 2017. "Can subsidising job-related training reduce inequality?," Working Papers 2017_10, Business School - Economics, University of Glasgow.
    9. Koomson, Isaac & Orkoh, Emmanuel & Ahmad, Shabbir, 2023. "Non-farm entrepreneurship, caste, and energy poverty in rural India," Energy Economics, Elsevier, vol. 127(PA).
    10. Rita Almeida & Reyes Aterido, 2015. "Investing in formal on-the-job training: are SMEs lagging much behind?," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-23, December.
    11. Lee, Jong-Wha & Kwak, Do Won & Song, Eunbi, 2022. "Can older workers stay productive? The role of ICT skills and training," Journal of Asian Economics, Elsevier, vol. 79(C).
    12. Benedikte Bjerge & Nina Torm & Neda Trifković, 2016. "Gender matters: Private sector training in Vietnamese SMEs," WIDER Working Paper Series wp-2016-149, World Institute for Development Economic Research (UNU-WIDER).

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    More about this item

    Keywords

    matched employer-employee data; wages; on-the-job training;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General

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