IDEAS home Printed from https://ideas.repec.org/p/hhs/kthrec/2013_004.html
   My bibliography  Save this paper

The impact of vocational education and training on income in Sweden

Author

Listed:
  • Andersson, Roland

    (Department of Real Estate and Construction Management, Royal Institute of Technology)

  • Nabavi Larijani, Pardis

    (Division of Economics, Royal Institute of Technology)

  • Wilhelmsson, Mats

    () (Centre for Banking and Finance - CEFIN - Royal Institute of Technology)

Abstract

The aim of this article is to investigate the impact of advanced vocational education and training (AVET) on earnings. We use a multiple longitudinal panel data set for the period 1996 to 2008. Moreover, we have a panel for eight different labour markets in Sweden. By estimating an income equation, we test, while controlling for selection bias, the impact, if any, of AVET on earnings. Ordinary least squares (OLS) estimates are compared with instrumental variable (IV) and Hausman–Taylor estimates, together with fixed effect estimates. We also restrict the sample to those individuals with a higher probability of attending vocational education and training. The results are rather robust and indicate that earnings are higher for individuals who have undertaken a vocational training programme. We use quantile regression techniques to estimate not only the mean return to vocational training effects but also distributional effects.

Suggested Citation

  • Andersson, Roland & Nabavi Larijani, Pardis & Wilhelmsson, Mats, 2013. "The impact of vocational education and training on income in Sweden," Working Paper Series 13/4, Royal Institute of Technology, Department of Real Estate and Construction Management & Centre for Banking and Finance (cefin).
  • Handle: RePEc:hhs:kthrec:2013_004
    as

    Download full text from publisher

    File URL: https://www.dropbox.com/s/wpzakvscw1gs8dl/WP201304.pdf
    Download Restriction: no

    References listed on IDEAS

    as
    1. Aysit Tansel & Fatma Bircan Bodur, 2012. "Wage Inequality and Returns to Education in Turkey: A Quantile Regression Analysis," Review of Development Economics, Wiley Blackwell, vol. 16(1), pages 107-121, February.
    2. Fleisher, Belton M. & Wang, Xiaojun, 2005. "Returns to schooling in China under planning and reform," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 265-277, June.
    3. Joop Hartog & Pedro Pereira & Jose Vieira, 2001. "Changing returns to education in Portugal during the 1980s and early 1990s: OLS and quantile regression estimators," Applied Economics, Taylor & Francis Journals, vol. 33(8), pages 1021-1037.
    4. Jörn-Steffen Pischke, 2007. "The Impact of Length of the School Year on Student Performance and Earnings: Evidence From the German Short School Years," Economic Journal, Royal Economic Society, vol. 117(523), pages 1216-1242, October.
    5. Ashenfelter, Orley & Ham, John, 1979. "Education, Unemployment, and Earnings," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 99-116, October.
    6. Yakusheva, Olga, 2010. "Return to college education revisited: Is relevance relevant?," Economics of Education Review, Elsevier, vol. 29(6), pages 1125-1142, December.
    7. Corrado Andini, 2010. "A dynamic Mincer equation with an application to Portuguese data," Applied Economics, Taylor & Francis Journals, vol. 42(16), pages 2091-2098.
    8. John Eric Fredland & Roger D. Little, 1980. "Long-Term Returns to Vocational Training: Evidence from Military Sources," Journal of Human Resources, University of Wisconsin Press, vol. 15(1), pages 49-66.
    9. Gao, Wenshu & Smyth, Russell, 2011. "Economic returns to speaking 'standard Mandarin' among migrants in China's urban labour market," Economics of Education Review, Elsevier, vol. 30(2), pages 342-352, April.
    10. Inmaculada Garcia & Jose-Alberto Molina & Maria Navarro, 2010. "The effects of education on spouses' satisfaction in Europe," Applied Economics, Taylor & Francis Journals, vol. 42(28), pages 3607-3618.
    11. Trostel, Philip & Walker, Ian & Woolley, Paul, 2002. "Estimates of the economic return to schooling for 28 countries," Labour Economics, Elsevier, vol. 9(1), pages 1-16, February.
    12. 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.
    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. Thomas Andren & Daniela Andren, 2006. "Assessing the employment effects of vocational training using a one-factor model," Applied Economics, Taylor & Francis Journals, vol. 38(21), pages 2469-2486.
    15. Jacobson, Louis & LaLonde, Robert & G. Sullivan, Daniel, 2005. "Estimating the returns to community college schooling for displaced workers," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 271-304.
    16. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
    17. Lawrence Hotchkiss, 1993. "Effects of Training, Occupation, and Training-Occupation Match on Wage," Journal of Human Resources, University of Wisconsin Press, vol. 28(3), pages 482-496.
    18. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    19. Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-293, March.
    20. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," Journal of Political Economy, University of Chicago Press, vol. 70, pages 1-9.
    21. Will Bartlett, 2009. "The Effectiveness Of Vocational Education In Promoting Equity And Occupational Mobility Amongst Young People," Economic Annals, Faculty of Economics, University of Belgrade, vol. 54(180), pages 7-39, January –.
    22. 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.
    23. Pedro Telhado Pereira & Pedro Silva Martins, 2004. "Returns to education and wage equations," Applied Economics, Taylor & Francis Journals, vol. 36(6), pages 525-531.
    24. Bernhard Boockmann & Viktor Steiner, 2006. "Cohort effects and the returns to education in West Germany," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1135-1152.
    25. Ashenfelter, Orley & Krueger, Alan B, 1994. "Estimates of the Economic Returns to Schooling from a New Sample of Twins," American Economic Review, American Economic Association, vol. 84(5), pages 1157-1173, December.
    26. repec:fth:prinin:317 is not listed on IDEAS
    27. 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.
    28. Soo, Kwok Tong & Elliott, Caroline, 2010. "Does price matter? Overseas students in UK higher education," Economics of Education Review, Elsevier, vol. 29(4), pages 553-565, August.
    29. Oosterbeek, Hessel & Webbink, Dinand, 2007. "Wage effects of an extra year of basic vocational education," Economics of Education Review, Elsevier, vol. 26(4), pages 408-419, August.
    30. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    31. Mika Maliranta & Satu Nurmi & Hanna Virtanen, 2010. "Resources in vocational education and post-schooling outcomes," International Journal of Manpower, Emerald Group Publishing, vol. 31(5), pages 520-544, August.
    32. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    33. Kshitija Dixit & Rupayan Pal, 2010. "The impact of group incentives on performance of small firms: Hausman-Taylor estimates," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 403-414.
    34. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," NBER Working Papers 4483, National Bureau of Economic Research, Inc.
    35. Michael P. Murray, 2006. "Avoiding Invalid Instruments and Coping with Weak Instruments," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 111-132, Fall.
    36. 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.
    37. repec:pri:indrel:dsp01fb494841t is not listed on IDEAS
    38. Orley Ashenfelter & Cecilia Rouse, 1998. "Income, Schooling, and Ability: Evidence from a New Sample of Identical Twins," The Quarterly Journal of Economics, Oxford University Press, vol. 113(1), pages 253-284.
    39. Corrado Andini, 2007. "Returns to education and wage equations: a dynamic approach," Applied Economics Letters, Taylor & Francis Journals, vol. 14(8), pages 577-579.
    40. Corrado Andini, 2007. "The total impact of schooling on within-groups wage inequality in Portugal," Applied Economics Letters, Taylor & Francis Journals, vol. 15(2), pages 85-90.
    41. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," Working Papers 696, Princeton University, Department of Economics, Industrial Relations Section..
    42. Chernozhukov, Victor & Hansen, Christian, 2006. "Instrumental quantile regression inference for structural and treatment effect models," Journal of Econometrics, Elsevier, vol. 132(2), pages 491-525, June.
    43. Colm Harmon & Hessel Oosterbeek & Ian Walker, 2003. "The Returns to Education: Microeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 115-156, April.
    44. Reinhard Hujer & Stephan Thomsen & Christopher Zeiss, 2006. "The effects of vocational training programmes on the duration of unemployment in Eastern Germany," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 90(2), pages 299-321, June.
    45. Haizheng Li & Yi Luo, 2004. "Reporting errors, ability heterogeneity, and returns to schooling in China," Pacific Economic Review, Wiley Blackwell, vol. 9(3), pages 191-207, October.
    46. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
    47. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    Full references (including those not matched with items on IDEAS)

    More about this item

    Keywords

    Vocational training; Instrument variables; Hausman-Taylor; quantile regression;

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:hhs:kthrec:2013_004. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Mo Zheng). General contact details of provider: http://edirc.repec.org/data/ifkthse.html .

    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 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.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.