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Returns to Schooling in Russia and Ukraine: A Semiparametric Approach to Cross-Country Comparative Analysis

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  • Yuriy Gorodnichenko
  • Klara Sabirianova Peter

Abstract

n Russia and Ukraine (1985-2002). There has been an increase in returns to schooling in both countries but the increase is much bigger in Russia than in Ukraine. The intriguing question is why returns to schooling in Russia and Ukraine diverged so much over the transition period while the skill composition of employment did not. Our approach in analyzing the sources of cross-country differences in returns to schooling is to compare the Mincerian earnings functions between the two countries and then to employ decomposition techniques. Using semiparametric methods, we construct counterfactual wage distributions for university and secondary school graduates for Ukraine using the distributions of Russian characteristics, returns to characteristics, and unobservables. This allows us to decompose differences in returns to schooling between the two countries due to differences in the labor market returns (price effect), differences in unobservables (residual effect), and differences in the labor force composition (composition effect). We conclude that of these three effects the price effect makes a major contribution to the observed differences in the returns to schooling.

Suggested Citation

  • Yuriy Gorodnichenko & Klara Sabirianova Peter, 2004. "Returns to Schooling in Russia and Ukraine: A Semiparametric Approach to Cross-Country Comparative Analysis," William Davidson Institute Working Papers Series 719, William Davidson Institute at the University of Michigan.
    • Handle: RePEc:wdi:papers:2004-719
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    1. Daniel Münich & Jan Svejnar & Katherine Terrell, 2005. "Returns to Human Capital Under The Communist Wage Grid and During the Transition to a Market Economy," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 100-123, February.
    2. John S. Earle & Klara Z. Sabirianova, 2002. "How Late to Pay? Understanding Wage Arrears in Russia," Journal of Labor Economics, University of Chicago Press, vol. 20(3), pages 661-707, July.
    3. Filer, Randall K. & Jurajda, Stepan & Planovsky, Jan, 1999. "Education and wages in the Czech and Slovak Republics during transition," Labour Economics, Elsevier, vol. 6(4), pages 581-593, November.
    4. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    5. Oi, Walter Y. & Idson, Todd L., 1999. "Firm size and wages," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 33, pages 2165-2214, Elsevier.
    6. Klara Sabirianova Peter, 2003. "Skill-Biased Transition: The Role of Markets, Institutions, and Technological Change," William Davidson Institute Working Papers Series 2003-616, William Davidson Institute at the University of Michigan.
    7. Olivier Blanchard & Michael Kremer, 1997. "Disorganization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1091-1126.
    8. Srinivasan, T. N., 1994. "Data base for development analysis Data base for development analysis: An overview," Journal of Development Economics, Elsevier, vol. 44(1), pages 3-27, June.
    9. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    10. Brainerd, Elizabeth, 1998. "Winners and Losers in Russia's Economic Transition," American Economic Review, American Economic Association, vol. 88(5), pages 1094-1116, December.
    11. Orley Ashenfelter & David J. Zimmerman, 1997. "Estimates Of The Returns To Schooling From Sibling Data: Fathers, Sons, And Brothers," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 1-9, February.
    12. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    13. Bonggeun Kim & Gary Solon, 2005. "Implications of Mean-Reverting Measurement Error for Longitudinal Studies of Wages and Employment," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 193-196, February.
    14. Fleisher, Belton M. & Sabirianova, Klara & Wang, Xiaojun, 2005. "Returns to skills and the speed of reforms: Evidence from Central and Eastern Europe, China, and Russia," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 351-370, June.
    15. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    16. Munich, Daniel & Svejnar, Jan & Terrell, Katherine, 2005. "Is women's human capital valued more by markets than by planners?," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 278-299, June.
    17. Fleisher, Belton M & Dong, Keyong & Liu, Yunhua, 1996. "Education, Enterprise Organization, and Productivity in the Chinese Paper Industry," Economic Development and Cultural Change, University of Chicago Press, vol. 44(3), pages 571-587, April.
    18. Behrman, Jere R. & Rosenzweig, Mark R., 1994. "Caveat emptor: Cross-country data on education and the labor force," Journal of Development Economics, Elsevier, vol. 44(1), pages 147-171, June.
    19. Peter, Klara Sabirianova, 2003. "Skill-Biased Transition: The Role of Markets, Institutions, and Technological Change," IZA Discussion Papers 893, Institute of Labor Economics (IZA).
    20. Robert S. Chase, 1998. "Markets for Communist Human Capital: Returns to Education and Experience in the Czech Republic and Slovakia," ILR Review, Cornell University, ILR School, vol. 51(3), pages 401-423, April.
    21. Flanagan, Robert J., 1998. "Were communists good human capitalists? The case of the Czech Republic," Labour Economics, Elsevier, vol. 5(3), pages 295-312, September.
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    More about this item

    Keywords

    returns to schooling; earnings function; semiparametric approach; decomposition; counterfactual; cross-country analysis; retrospective data; transition; Russia; Ukraine;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • I20 - Health, Education, and Welfare - - Education - - - General
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries
    • P50 - Political Economy and Comparative Economic Systems - - Comparative Economic Systems - - - General

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