IDEAS home Printed from https://ideas.repec.org/p/unm/umaror/2011011.html
   My bibliography  Save this paper

Wage effects of on-the-job training : a meta-analysis

Author

Listed:
  • Haelermans, C.
  • Borghans, L.

    (Macro, International & Labour Economics)

Abstract

A meta-analysis is used to study the average wage effects of on-the-job training. This study shows that the average reported wage effect of on-the-job training, corrected for publication bias, is 2.6 per cent per course. The analyses reveal a substantial heterogeneity between training courses, while wage effects reported in studies based on instrumental variables and panel estimators are substantially lower than estimates based on techniques that do not correct for selectivity issues. Appropriate methodology and the quality of the data turn out to be crucial to determine the wage returns.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Haelermans, C. & Borghans, L., 2011. "Wage effects of on-the-job training : a meta-analysis," ROA Research Memorandum 011, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    • Handle: RePEc:unm:umaror:2011011
    DOI: 10.26481/umaror.2011011
    as

    Download full text from publisher

    File URL: https://cris.maastrichtuniversity.nl/ws/files/1229299/guid-05a1de66-94df-4938-83e8-f53f9ab19f02-ASSET1.0.pdf
    Download Restriction: no
    File URL: https://libkey.io/10.26481/umaror.2011011?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. Alison L. Booth & Marco Francesconi & Gylfi Zoega, 2003. "Unions, Work-Related Training, and Wages: Evidence for British Men," ILR Review, Cornell University, ILR School, vol. 57(1), pages 68-91, October.
    2. Anna Vignoles & Fernando Galindo‐Rueda & Leon Feinstein, 2004. "The Labour Market Impact of Adult Education and Training: A Cohort Analysis," Scottish Journal of Political Economy, Scottish Economic Society, vol. 51(2), pages 266-280, May.
    3. 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.
    4. Booth, Alison L, 1991. "Job-Related Formal Training: Who Receives It and What Is It Worth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 53(3), pages 281-294, August.
    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. Bassanini, Andrea & Brunello, Giorgio, 2008. "Is training more frequent when the wage premium is smaller? Evidence from the European Community Household Panel," Labour Economics, Elsevier, vol. 15(2), pages 272-290, April.
    8. Mark A. Loewenstein & James R. Spletzer, 1997. "Delayed Formal on-the-job Training," ILR Review, Cornell University, ILR School, vol. 51(1), pages 82-99, October.
    9. Stanley, T. D. & Doucouliagos, Chris, 2007. "Identifying and correcting publication selection bias in the efficiency-wage literature: Heckman Meta-Regression," Working Papers eco_2007_11, Deakin University, Department of Economics.
    10. 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.
    11. Doris Weichselbaumer & Rudolf Winter-Ebmer, 2007. "The effects of competition and equal treatment laws on gender wage differentials [‘Models of job discrimination’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(50), pages 236-287.
    12. Metcalfe, Renuka & Sloane, Peter J., 2007. "Human Capital Spillovers and Economic Performance in the Workplace in 2004: Some British Evidence," IZA Discussion Papers 2774, Institute of Labor Economics (IZA).
    13. Tan, Hong & Savchenko, Yevgeniya & Gimpelson, Vladimir & Kapelyushnikov, Rostislav & Lukyanova, Anna, 2007. "Skills shortages and training in Russian enterprises," Policy Research Working Paper Series 4222, The World Bank.
    14. Gielen, A. C., 2007. "Performance Pay, Training and Labor Mobility," Other publications TiSEM 4e54354b-d7d3-4f97-a618-5, Tilburg University, School of Economics and Management.
    15. Harley Frazis & Mark A Loewenstein, 2006. "Wage Compression and the Division of Returns to Productivity Growth: Evidence from EOPP," Working Papers 398, U.S. Bureau of Labor Statistics.
    16. Laroche, P., 2000. "What do Unions do to Productivity? A Meta-Analysis," Papers 2000-5, Groupe de recherche en économie financière et en gestion des entreprises, Universite Nancy 2.
    17. Dave E. Marcotte, 2000. "Continuing Education, Job Training, and the Growth of Earnings Inequality," ILR Review, Cornell University, ILR School, vol. 53(4), pages 602-623, July.
    18. Thomas J. Steichen, 2001. "Nonparametric trim and fill analysis of publication bias in meta-analysis," Stata Technical Bulletin, StataCorp LP, vol. 10(57).
    19. John Gibson, 2003. "Do Lower Expected Wage Benefits Explain Ethnic Gaps In Job- Related Training? Evidence From New Zealand," Labor and Demography 0310004, University Library of Munich, Germany.
    20. Filipe Almeida-Santos & Yekaterina Chzhen & Karen Mumford, 2010. "Employee training and wage dispersion: white- and blue-collar workers in Britain," Research in Labor Economics, in: Jobs, Training, and Worker Well-being, pages 35-60, Emerald Group Publishing Limited.
    21. Jenifer Hamil‐Luker, 2005. "Women's Wages: Cohort Differences in Returns to Education and Training Over Time," Social Science Quarterly, Southwestern Social Science Association, vol. 86(s1), pages 1261-1278, December.
    22. Sue Duval & Richard Tweedie, 2000. "Trim and Fill: A Simple Funnel-Plot–Based Method of Testing and Adjusting for Publication Bias in Meta-Analysis," Biometrics, The International Biometric Society, vol. 56(2), pages 455-463, June.
    23. Doris Weichselbaumer & Rudolf Winter‐Ebmer, 2005. "A Meta‐Analysis of the International Gender Wage Gap," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 479-511, July.
    24. Wiji Narendranathan Arulampalam & Alison L. Booth, 2001. "Learning and Earning: Do Multiple Training Events Pay? A Decade of Evidence from a Cohort of Young British Men," Economica, London School of Economics and Political Science, vol. 68(271), pages 379-400, August.
    25. Cohen-Goldner, Sarit & Eckstein, Zvi, 2010. "Estimating the return to training and occupational experience: The case of female immigrants," Journal of Econometrics, Elsevier, vol. 156(1), pages 86-105, May.
    26. Xiao, Jin, 2002. "Determinants of salary growth in Shenzhen, China: an analysis of formal education, on-the-job training, and adult education with a three-level model," Economics of Education Review, Elsevier, vol. 21(6), pages 557-577, December.
    27. Krueger, Alan & Rouse, Cecilia, 1998. "The Effect of Workplace Education on Earnings, Turnover, and Job Performance," Journal of Labor Economics, University of Chicago Press, vol. 16(1), pages 61-94, January.
    28. Hristos Doucouliagos & T. D. Stanley, 2009. "Publication Selection Bias in Minimum‐Wage Research? A Meta‐Regression Analysis," British Journal of Industrial Relations, London School of Economics, vol. 47(2), pages 406-428, June.
    29. Ashenfelter, Orley & Harmon, Colm & Oosterbeek, Hessel, 1999. "A review of estimates of the schooling/earnings relationship, with tests for publication bias," Labour Economics, Elsevier, vol. 6(4), pages 453-470, November.
    30. Edwin Leuven & Hessel Oosterbeek, 2008. "An alternative approach to estimate the wage returns to private-sector training," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(4), pages 423-434.
    31. David H. Greenberg & Charles Michalopoulos & Philip K. Robin, 2006. "Do experimental and nonexperimental evaluations give different answers about the effectiveness of government-funded training programs?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 25(3), pages 523-552.
    32. Groot, Wim, 1995. "The Wage Effects of Investments in Enterprise-Related Training," Empirical Economics, Springer, vol. 20(1), pages 133-147.
    33. Yoko Yoshida & Michael R. Smith, 2005. "Training and the Earnings of Immigrant Males: Evidence from the Canadian Workplace and Employee Survey," Social Science Quarterly, Southwestern Social Science Association, vol. 86(s1), pages 1218-1241, December.
    34. Maria Abreu & Henri L. F. de Groot & Raymond J. G. M. Florax, 2005. "A Meta‐Analysis of β‐Convergence: the Legendary 2%," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 389-420, July.
    35. Ann P. Bartel, 1992. "Training, Wage Growth and Job Performance: Evidence From a Company Database," NBER Working Papers 4027, National Bureau of Economic Research, Inc.
    36. Doucouliagos, Chris & Laroche, Patrice, 2007. "Unions and profitability: a meta-analysis," Working Papers eco_2007_01, Deakin University, Department of Economics.
    37. Melero Martín, Eduardo, 2004. "Evidence on Training and Career Paths: Human Capital, Information and Incentives," IZA Discussion Papers 1377, Institute of Labor Economics (IZA).
    38. John Gibson, 2003. "Do Lower Expected Wage Benefits Explain Ethnic Age Gaps in Job-Related Training? Evidence from New Zealand," Working Papers 03_03, Motu Economic and Public Policy Research.
    39. Fredland, J. Eric & Little, Roger D., 1981. "Self-employed workers: Returns to education and training," Economics of Education Review, Elsevier, vol. 1(3), pages 315-337, June.
    40. Wim Groot, 1999. "Productivity effects of enterprise-related training," Applied Economics Letters, Taylor & Francis Journals, vol. 6(6), pages 369-371.
    41. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    42. Salas-Velasco, Manuel, 2009. "Beyond lectures and tutorials: Formal on-the-job training received by young European university graduates," Research in Economics, Elsevier, vol. 63(3), pages 200-211, September.
    43. Johannes Van Biesebroeck, 2008. "Wage and Productivity Premiums in Sub-Saharan Africa," NBER Chapters, in: The Analysis of Firms and Employees: Quantitative and Qualitative Approaches, pages 345-371, National Bureau of Economic Research, Inc.
    44. Pål Schøne, 2004. "Firm-financed training: Firm-specific or general skills?," Empirical Economics, Springer, vol. 29(4), pages 885-900, December.
    45. 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.
    46. Alison L. Booth & Mark L. Bryan, 2005. "Testing Some Predictions of Human Capital Theory: New Training Evidence from Britain," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 391-394, May.
    47. Kuckulenz, Anja & Zwick, Thomas, 2003. "The Impact of Training on Earnings: Differences Between Participant Groups and Training Forms," ZEW Discussion Papers 03-57, ZEW - Leibniz Centre for European Economic Research.
    48. Mark A. Loewenstein & James R. Spletzer, 1999. "General and Specific Training: Evidence and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 710-733.
    49. David M. Blau & Philip K. Robins, 1987. "Training Programs and Wages: A General Equilibrium Analysis of the Effects of Program Size," Journal of Human Resources, University of Wisconsin Press, vol. 22(1), pages 113-125.
    50. De Beyer, Joy, 1990. "The incidence and impact on earnings of formal training provided by enterprises in Kenya and Tanzania," Economics of Education Review, Elsevier, vol. 9(4), pages 321-330, December.
    51. Pedro Telhado Pereira & Pedro Silva Martins, 2004. "Returns to education and wage equations," Applied Economics, Taylor & Francis Journals, vol. 36(6), pages 525-531.
    52. Groot, Wim & Maassen van den Brink, Henriette, 2000. "Overeducation in the labor market: a meta-analysis," Economics of Education Review, Elsevier, vol. 19(2), pages 149-158, April.
    53. John M. Barron & Mark C. Berger & Dan A. Black, 1997. "On-the-Job Training," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number ojt.
    54. Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75(4), pages 352-352.
    55. Arriagada, Ana-Maria, 1990. "Labor market outcomes of non-formal training for male and female workers in Peru," Economics of Education Review, Elsevier, vol. 9(4), pages 331-342, December.
    56. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    57. Budría, Santiago & Pereira, Pedro T., 2004. "On the Returns to Training in Portugal," IZA Discussion Papers 1429, Institute of Labor Economics (IZA).
    58. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    59. Conti, Gabriella, 2005. "Training, productivity and wages in Italy," Labour Economics, Elsevier, vol. 12(4), pages 557-576, August.
    Full references (including those not matched with items on IDEAS)

    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. Sauermann, Jan & Stenberg, Anders, 2020. "Assessing Selection Bias in Non-Experimental Estimates of the Returns to Workplace Training," IZA Discussion Papers 13789, Institute of Labor Economics (IZA).
    2. Dan A. Black & Lars Skipper & Jeffrey A. Smith & Jeffrey Andrew Smith, 2023. "Firm Training," CESifo Working Paper Series 10268, CESifo.
    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. Grit Muehler & Michael Beckmann & Bernd Schauenberg, 2007. "The returns to continuous training in Germany: new evidence from propensity score matching estimators," Review of Managerial Science, Springer, vol. 1(3), pages 209-235, November.
    5. Siang, Liew & Noor, Zulridah, 2015. "The Impact of Training on the Conditional Wage Distribution in Selected Service Subsectors in Malaysia," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 49(1), pages 37-48.
    6. Picchio, Matteo & van Ours, Jan C., 2013. "Retaining through training even for older workers," Economics of Education Review, Elsevier, vol. 32(C), pages 29-48.
    7. Jozef Konings & Stijn Vanormelingen, 2015. "The Impact of Training on Productivity and Wages: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 485-497, May.
    8. Christophe Muller & Christophe J. Nordman, 2017. "Wages and on-the-job training in Tunisia," Middle East Development Journal, Taylor & Francis Journals, vol. 9(2), pages 294-318, July.
    9. 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).
    10. Giulio Pedrini, 2017. "Law and economics of training: a taxonomy of the main legal and institutional tools addressing suboptimal investments in human capital development," European Journal of Law and Economics, Springer, vol. 43(1), pages 83-105, February.
    11. repec:zbw:rwirep:0197 is not listed on IDEAS
    12. 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).
    13. Picchio, Matteo & van Ours, Jan C., 2011. "Market imperfections and firm-sponsored training," Labour Economics, Elsevier, vol. 18(5), pages 712-722, October.
    14. Görlitz, Katja, 2011. "Continuous training and wages: An empirical analysis using a comparison-group approach," Economics of Education Review, Elsevier, vol. 30(4), pages 691-701, August.
    15. Jarle Møen & Helge Sandvig Thorsen, 2017. "Publication Bias in the Returns to R&D Literature," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(3), pages 987-1013, September.
    16. Rita Almeida & Marta Faria, 2014. "The wage returns to on-the-job training: evidence from matched employer-employee data," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-33, December.
    17. Katja Görlitz, 2010. "Continuous Training and Wages – An Empirical Analysis Using a Comparison-group Approach," Ruhr Economic Papers 0197, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    18. Berger, Johannes & Strohner, Ludwig, 2020. "Documentation of the PUblic Policy Model for Austria and other European countries (PUMA)," Research Papers 11, EcoAustria – Institute for Economic Research.
    19. Pfeifer, Christian & Janssen, Simon & Yang, Philip & Backes-Gellner, Uschi, 2011. "Effects of Training on Employee Suggestions and Promotions in an Internal Labor Market," IZA Discussion Papers 5671, Institute of Labor Economics (IZA).
    20. Asplund, Rita, 2004. "The Provision and Effects of Company Training. A brief review of the literature," Discussion Papers 907, The Research Institute of the Finnish Economy.
    21. Dietz, Daniel & Zwick, Thomas, 2016. "The retention effect of training: Portability, visibility, and credibility," ZEW Discussion Papers 16-011, ZEW - Leibniz Centre for European Economic Research.

    More about this item

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • M53 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Training
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

    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:unm:umaror:2011011. 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: Andrea Willems or Leonne Portz (email available below). General contact details of provider: https://edirc.repec.org/data/romaanl.html .

    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.