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Do Skill Mismatches Create a Wage Penalty? Alternative Estimates for Korea

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  • Hong-kyun Kim
  • Seung-jun Park

Abstract

type="main"> In this paper, we estimate the wage penalty of skill mismatches among young Korean workers using propensity score matching (PSM) and ordinary least squares (OLS) methods. OLS estimates suggest that a moderate wage penalty results from skill mismatches: 3.8 percent for men and 5.6 percent for women. In contrast, PSM estimates suggest a weakly significant wage penalty for men and women only when kernel matching (KM) is used, but not when nearest neighbor matching(NNM) or radius matching (RM) techniques are used. These results contradict the findings of previous studies and suggest that there may not be a substantial wage penalty associated with skill mismatches.

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  • Hong-kyun Kim & Seung-jun Park, 2016. "Do Skill Mismatches Create a Wage Penalty? Alternative Estimates for Korea," Asian Economic Journal, East Asian Economic Association, vol. 30(3), pages 295-316, September.
  • Handle: RePEc:bla:asiaec:v:30:y:2016:i:3:p:295-316
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    1. McGuinness, Seamus & Sloane, Peter J., 2011. "Labour market mismatch among UK graduates: An analysis using REFLEX data," Economics of Education Review, Elsevier, vol. 30(1), pages 130-145, February.
    2. Robst, John, 2007. "Education and job match: The relatedness of college major and work," Economics of Education Review, Elsevier, vol. 26(4), pages 397-407, August.
    3. Hartog, Joop, 2000. "Over-education and earnings: where are we, where should we go?," Economics of Education Review, Elsevier, vol. 19(2), pages 131-147, April.
    4. Duncan, Greg J. & Hoffman, Saul D., 1981. "The incidence and wage effects of overeducation," Economics of Education Review, Elsevier, vol. 1(1), pages 75-86, February.
    5. Kelly, Elish & O'Connell, Philip J. & Smyth, Emer, 2010. "The economic returns to field of study and competencies among higher education graduates in Ireland," Economics of Education Review, Elsevier, vol. 29(4), pages 650-657, August.
    6. Nordin, Martin & Persson, Inga & Rooth, Dan-Olof, 2010. "Education-occupation mismatch: Is there an income penalty?," Economics of Education Review, Elsevier, vol. 29(6), pages 1047-1059, December.
    7. McCallum, B T, 1972. "Relative Asymptotic Bias from Errors of Omission and Measurement," Econometrica, Econometric Society, vol. 40(4), pages 757-758, July.
    8. Seamus McGuinness, 2007. "How biased are the estimated wage impacts of overeducation? A propensity score matching approach," Applied Economics Letters, Taylor & Francis Journals, vol. 15(2), pages 145-149.
    9. Sicherman, Nachum & Galor, Oded, 1990. "A Theory of Career Mobility," Journal of Political Economy, University of Chicago Press, vol. 98(1), pages 169-192, February.
    10. Bauer, Thomas K., 2002. "Educational mismatch and wages: a panel analysis," Economics of Education Review, Elsevier, vol. 21(3), pages 221-229, June.
    11. Hung-Lin Tao & Chia-Yu Hung, 2014. "Vertical and Horizontal Educational Mismatches of Female Graduates in Taiwan," Asian Economic Journal, East Asian Economic Association, vol. 28(2), pages 181-199, June.
    12. Sicherman, Nachum, 1991. ""Overeducation" in the Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 9(2), pages 101-122, April.
    13. Hung, Chia-Yu, 2008. "Overeducation and undereducation in Taiwan," Journal of Asian Economics, Elsevier, vol. 19(2), pages 125-137, April.
    14. 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.
    15. Cohn, Elchanan & Ng, Ying Chu, 2000. "Incidence and wage effects of overschooling and underschooling in Hong Kong," Economics of Education Review, Elsevier, vol. 19(2), pages 159-168, April.
    16. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    17. Wickens, Michael R, 1972. "A Note on the Use of Proxy Variables," Econometrica, Econometric Society, vol. 40(4), pages 759-761, July.
    18. H. Battu & C. R. Belfield & P. J. Sloane, 1999. "Overeducation Among Graduates: a cohort view," Education Economics, Taylor & Francis Journals, vol. 7(1), pages 21-38.
    19. Hartog, Joop, 1980. "Earnings and Capability Requirements," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 230-240, May.
    20. Chun-Hung A. Lin & Chun-Hsuan Wang, 2005. "The Incidence And Wage Effects Of Overeducation: The Case Of Taiwan," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 30(1), pages 31-47, June.
    21. Hersch, Joni, 1991. "Education Match and Job Match," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 140-144, February.
    22. Russell W. Rumberger, 1987. "The Impact of Surplus Schooling on Productivity and Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 22(1), pages 24-50.
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