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Are there asymmetries in the effects of training on the conditional male wage distribution?

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  • Wiji Arulampalam
  • Alison Booth
  • Mark Bryan

    ()

Abstract

Recent studies have used quantile regression (QR) techniques to estimate the impact of education on the location, scale and shape of the conditional wage distribution. In our paper we investigate the degree to which work-related training – another important form of human capital – affects the location, scale and shape of the conditional wage distribution. Using the first six waves of the European Community Household Panel, we utilise both ordinary least squares and QR techniques to estimate associations between work-related training and wages for private sector men in ten European Union countries. Our results show that, for the majority of countries, there is a fairly uniform association between training and hourly wages across the conditional wage distribution. However, there are considerable differences across countries in mean associations between training and wages.

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Bibliographic Info

Article provided by Springer in its journal Journal of Population Economics.

Volume (Year): 23 (2010)
Issue (Month): 1 (January)
Pages: 251-272

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Handle: RePEc:spr:jopoec:v:23:y:2010:i:1:p:251-272

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Related research

Keywords: Private sector training; Education; Quantile regression; J24; J31; C29;

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References

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  1. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
  2. Arulampalam, Wiji & Booth, Alison L, 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.
  3. Lechner, Michael & Melly, Blaise, 2007. "Earnings Effects of Training Programs," CEPR Discussion Papers 6400, C.E.P.R. Discussion Papers.
  4. 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.
  5. Xulia GonzÂlez & Daniel Miles, 2001. "Wage inequality in a developing country: decrease in minimum wage or increase in education returns," Empirical Economics, Springer, vol. 26(1), pages 135-148.
  6. Alan Manning, 2010. "Imperfect competition in the labour market," LSE Research Online Documents on Economics 28729, London School of Economics and Political Science, LSE Library.
  7. Almeida, Rita K. & Carneiro, Pedro, 2006. "The Return to the Firm Investment in Human Capital," IZA Discussion Papers 1937, Institute for the Study of Labor (IZA).
  8. Edward P. Lazear, 2003. "Firm-Specific Human Capital: A Skill-Weights Approach," NBER Working Papers 9679, National Bureau of Economic Research, Inc.
  9. 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.
  10. Booth,Alison L. & Snower,Dennis J. (ed.), 1996. "Acquiring Skills," Cambridge Books, Cambridge University Press, number 9780521479578.
  11. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
  12. Omar Arias & Walter Sosa-Escudero & Kevin F. Hallock, 2001. "Individual heterogeneity in the returns to schooling: instrumental variables quantile regression using twins data," Empirical Economics, Springer, vol. 26(1), pages 7-40.
  13. Santiago Budría & Pedro Telhado-Pereira, 2011. "Educational Qualifications And Wage Inequality: Evidence For Europe," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 19(2), pages 5-34, Autumn.
  14. Lazear, Edward, 2003. "Firm-Specific Human Capital: A Skill-Weights Approach," IZA Discussion Papers 813, Institute for the Study of Labor (IZA).
  15. Heckman, James J & Smith, Jeffrey, 1997. "Making the Most Out of Programme Evaluations and Social Experiments: Accounting for Heterogeneity in Programme Impacts," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 487-535, October.
  16. Martins, Pedro S. & Pereira, Pedro T., 2004. "Does education reduce wage inequality? Quantile regression evidence from 16 countries," Labour Economics, Elsevier, vol. 11(3), pages 355-371, June.
  17. Acemoglu, Daron & Pischke, Jörn-Steffen, 1998. "The Structure of Wages and Investment in General Training," CEPR Discussion Papers 1833, C.E.P.R. Discussion Papers.
  18. Bassanini, Andrea & Booth, Alison L. & Brunello, Giorgio & De Paola, Maria & Leuven, Edwin, 2005. "Workplace Training in Europe," IZA Discussion Papers 1640, Institute for the Study of Labor (IZA).
  19. I. Fernandez-Val & J. Angrist & V. Chernozhukov, 2004. "Quantile Regression under Misspecification," Econometric Society 2004 North American Winter Meetings 198, Econometric Society.
  20. Angel López-Nicolás & Jaume García & Pedro J. Hernández, 2001. "How wide is the gap? An investigation of gender wage differences using quantile regression," Empirical Economics, Springer, vol. 26(1), pages 149-167.
  21. Stevens, Margaret, 1994. "A Theoretical Model of On-the-Job Training with Imperfect Competition," Oxford Economic Papers, Oxford University Press, vol. 46(4), pages 537-62, October.
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  23. 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 281-94, August.
  24. Heckman, J. & Smith, J. & Taber, C., 1994. "Accounting for Dropouts in Evaluations of Social Experiments," University of Chicago - Economics Research Center 94-3, Chicago - Economics Research Center.
  25. Bernd Fitzenberger & Claudia Kurz, 2003. "New insights on earnings trends across skill groups and industries in West Germany," Empirical Economics, Springer, vol. 28(3), pages 479-514, July.
  26. Arulampalam, Wiji & Booth, Alison L. & Bryan, Mark L., 2003. "Training in Europe," IZA Discussion Papers 933, Institute for the Study of Labor (IZA).
  27. Lisa M. Lynch, 1994. "Training and the Private Sector," NBER Books, National Bureau of Economic Research, Inc, number lync94-1, October.
  28. Booth, Alison L & Zoega, Gylfi, 1999. "Do Quits Cause Under-Training?," Oxford Economic Papers, Oxford University Press, vol. 51(2), pages 374-86, April.
  29. Booth,Alison L. & Snower,Dennis J. (ed.), 1996. "Acquiring Skills," Cambridge Books, Cambridge University Press, number 9780521472050.
  30. Moshe Buchinsky, 2001. "Quantile regression with sample selection: Estimating women's return to education in the U.S," Empirical Economics, Springer, vol. 26(1), pages 87-113.
  31. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
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  33. Arulampalam, S.W. & Booth, A. & Elias, P., 1995. "Work-Related Training and Earnings Growth for Young Men in Britain," The Warwick Economics Research Paper Series (TWERPS) 440, University of Warwick, Department of Economics.
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Citations

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Cited by:
  1. Ang Boon Heng & Park Cheolsung & Liu Haoming & Shandre M. Thangavelu & James Wong, 2006. "The Impact of Structured Training on Workers’ Employability and Productivity," SCAPE Policy Research Working Paper Series 0702, National University of Singapore, Department of Economics, SCAPE.
  2. Ang Boon Heng & Park Cheolsung & Liu Haoming & Shandre M. Thangavelu & James Wong, 2006. "The Impact of Structured Training on Workers’ Employability and Productivity," Labor Economics Working Papers 21918, East Asian Bureau of Economic Research.
  3. Almeida-Santos, Filipe & Chzhen, Yekaterina & Mumford, Karen A., 2010. "Employee Training and Wage Dispersion: White and Blue Collar Workers in Britain," IZA Discussion Papers 4821, Institute for the Study of Labor (IZA).
  4. Anna Ruzik-Sierdzinska & Claudia Villosio & Michele Belloni & Maciej Lis & Monika Potoczna, 2013. "Age and productivity. Human Capital Accumulation and Depreciation," CASE Network Reports 0114, CASE-Center for Social and Economic Research.
  5. Anja Kuckulenz & Michael Maier, 2006. "Heterogeneous Returns to Training, An Analysis with German Data Using Local Instrumental Variables," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 226(1), pages 24-40, January.
  6. Caparrós Ruiz, Antonio & Navarro Gomez, Mª Lucia & Rueda Narváez, Mario F., 2010. "Rentabilidad salarial de la formación laboral: un análisis con datos de panel /Wage Returns to Training Investments: A Panel Data Analysis," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 28, pages 483 (20 pá, Agosto.
  7. Mario Rueda Narváez & Mª Lucía Navarro Gómez, 2010. "Formación laboral y salarios en España: nueva evidencia empírica," Investigaciones de Economía de la Educación volume 5, in: María Jesús Mancebón-Torrubia & Domingo P. Ximénez-de-Embún & José María Gómez-Sancho & Greg (ed.), Investigaciones de Economía de la Educación 5, edition 1, volume 5, chapter 15, pages 305-324 Asociación de Economía de la Educación.

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