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Returns to schooling in Kazakhstan: an update using a pseudo-panel approach

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  • Saule Kemelbayeva

    (Newcastle University Business School)

Abstract

This paper represents the first attempt to employ a long series of repeated cross-sectional data from the Kazakhstani National Statistics as the pseudo-panel for estimating returns to schooling. We found the returns to be relatively high and internationally comparable. The cohort effect turned out to be negative, suggesting the interpretation of the business cycle’s impact. The gender gap in returns has additionally been revealed: while females tend to earn less, the returns are higher for them, which can likely be explained by gender differences in labor allocation across sectors and industries and, in turn, explains the higher levels of education amongst women.

Suggested Citation

  • Saule Kemelbayeva, 2020. "Returns to schooling in Kazakhstan: an update using a pseudo-panel approach," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 10(3), pages 437-487, September.
    • Handle: RePEc:spr:eurase:v:10:y:2020:i:3:d:10.1007_s40822-020-00148-z
    DOI: 10.1007/s40822-020-00148-z
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    1. Prabir Bhattacharya & Takahiro Sato, 2017. "Estimating Regional Returns to Education in India," Discussion Paper Series DP2017-09, Research Institute for Economics & Business Administration, Kobe University.
    2. Kahn, Lisa B., 2010. "The long-term labor market consequences of graduating from college in a bad economy," Labour Economics, Elsevier, vol. 17(2), pages 303-316, April.
    3. Verbeek, Marno & Nijman, Theo, 1992. "Can Cohort Data Be Treated as Genuine Panel Data?," Empirical Economics, Springer, vol. 17(1), pages 9-23.
    4. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    5. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    6. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    7. Deaton, Angus, 1985. "Panel data from time series of cross-sections," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 109-126.
    8. Hungerford, Thomas & Solon, Gary, 1987. "Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 175-177, February.
    9. Rozana Himaz & Harsha Aturupane, 2016. "Returns to education in Sri Lanka: a pseudo-panel approach," Education Economics, Taylor & Francis Journals, vol. 24(3), pages 300-311, June.
    10. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    11. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    12. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    13. Brunello, Giorgio & Comi, Simona, 2004. "Education and earnings growth: evidence from 11 European countries," Economics of Education Review, Elsevier, vol. 23(1), pages 75-83, February.
    14. Scott Merryman, 2005. "XTREGRE2: Stata module to estimate random effects model with weights," Statistical Software Components S456514, Boston College Department of Economics.
    15. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    16. 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.
    17. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    18. Gérard Lassibille & María Lucía Navarro Gómez, 1998. "The evolution of returns to education in Spain 1980-1991," Post-Print halshs-01267410, HAL.
    19. Julian R. Betts & Laurel L. McFarland, 1995. "Safe Port in a Storm: The Impact of Labor Market Conditions on Community College Enrollments," Journal of Human Resources, University of Wisconsin Press, vol. 30(4), pages 741-765.
    20. Prabir Bhattacharya & Takahiro Sato, 2017. "Estimating regional returns to education in India: A fresh look with pseudo-panel data," Progress in Development Studies, , vol. 17(4), pages 282-290, October.
    21. Harris Dellas & Plutarchos Sakellaris, 2003. "On the cyclicality of schooling: theory and evidence," Oxford Economic Papers, Oxford University Press, vol. 55(1), pages 148-172, January.
    22. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    23. Peter Phillips & Hyungsik Moon, 2000. "Nonstationary panel data analysis: an overview of some recent developments," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 263-286.
    24. 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.
    25. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    26. G. Reza Arabsheibani & Altay Mussurov, 2007. "Returns to schooling in Kazakhstan," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 15(2), pages 341-364, April.
    27. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2003. "Fifty Years of Mincer Earnings Regressions," NBER Working Papers 9732, National Bureau of Economic Research, Inc.
    28. Andy Dickerson & Francis Green & Jorge Saba Arbache, 2001. "Trade Liberalization and the Returns to Education: A Pseudo-panel Approach," Studies in Economics 0114, School of Economics, University of Kent.
    29. Zeileis, Achim, 2004. "Econometric Computing with HC and HAC Covariance Matrix Estimators," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 11(i10).
    30. Warunsiri, Sasiwimon & McNown, Robert, 2010. "The Returns to Education in Thailand: A Pseudo-Panel Approach," World Development, Elsevier, vol. 38(11), pages 1616-1625, November.
    31. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    32. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2012. "The Short- and Long-Term Career Effects of Graduating in a Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 1-29, January.
    33. Liu, Kai & Salvanes, Kjell G. & Sørensen, Erik Ø., 2016. "Good skills in bad times: Cyclical skill mismatch and the long-term effects of graduating in a recession," European Economic Review, Elsevier, vol. 84(C), pages 3-17.
    34. Bielby, William T & Baron, James N, 1986. "Sex Segregation within Occupations," American Economic Review, American Economic Association, vol. 76(2), pages 43-47, May.
    35. Arrow, Kenneth J., 1973. "Higher education as a filter," Journal of Public Economics, Elsevier, vol. 2(3), pages 193-216, July.
    36. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    37. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    38. Damon Clark, 2011. "Do Recessions Keep Students in School? The Impact of Youth Unemployment on Enrolment in Post‐compulsory Education in England," Economica, London School of Economics and Political Science, vol. 78(311), pages 523-545, July.
    39. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    40. Meng, Xin, 2004. "Gender earnings gap: the role of firm specific effects," Labour Economics, Elsevier, vol. 11(5), pages 555-573, October.
    41. Verbeek, M.J.C.M. & Nijman, T.E., 1992. "Can cohort data be treated as genuine panel data?," Other publications TiSEM d4eada8f-b91c-4fe7-a58c-7, Tilburg University, School of Economics and Management.
    42. Badi H. Baltagi & Chihwa Kao, 2000. "Nonstationary Panels, Cointegration in Panels and Dynamic Panels: A Survey," Center for Policy Research Working Papers 16, Center for Policy Research, Maxwell School, Syracuse University.
    43. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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    More about this item

    Keywords

    Returns to schooling; Pseudo-panel methodology; Kazakhstan;
    All these keywords.

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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