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Assessing the Returns to Education in Georgia

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  • Tamar Khitarishvili

Abstract

The economic returns to education in transition countries have been extensively evaluated in the literature. The present study contributes to this literature by estimating the returns to education in Georgia during the last transition period 2000-04. We find very low returns to education in Georgia and little evidence of an increasing trend in the returns. This picture contrasts with somewhat higher rates of return to education in the mid-1990s in Georgia and the recent estimates from other transition countries. A further analysis of the shifts in the supply and demand for education sheds light on possible causes. In particular, on the supply side, the decline in the quality of education in the 1990s has negated the improvements in the provision of skills needed by market economies during this period. On the demand side, the expansion of the Georgian economy has taken place in the direction of fields such as public administration and education that employ a highly educated workforce but do not remunerate well. Yet it would be a mistake to conclude that education is not a valuable asset in Georgia. The role of education is largely manifested in its impact on the employability of individuals, an issue that has been overlooked in the transition literature. Once this impact is taken into account, education is shown to play an increasingly important role in influencing the earnings of the working population in Georgia. The paper uses the ordinary least squares approach, instrumental variables approach, and sample selection correction, taking into account conditional and unconditional marginal effects of education on earnings.

Suggested Citation

  • Tamar Khitarishvili, 2010. "Assessing the Returns to Education in Georgia," Economics Working Paper Archive wp_608, Levy Economics Institute.
  • Handle: RePEc:lev:wrkpap:wp_608
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    1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    4. 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.
    5. Pastore, Francesco & Verashchagina, Alina, 2006. "Private returns to human capital over transition: A case study of Belarus," Economics of Education Review, Elsevier, vol. 25(1), pages 91-107, February.
    6. Isaac C. Rischall, "undated". "The Roles of Education, Skill and Parental Income in Determining Wages," Canadian International Labour Network Working Papers 29, McMaster University.
    7. Gregory, Paul R & Kohlhase, Janet E, 1988. "The Earnings of Soviet Workers: Evidence from the Soviet Interview Project," The Review of Economics and Statistics, MIT Press, vol. 70(1), pages 23-35, February.
    8. 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.
    9. Ides Nicaise, 2001. "Human capital, reservation wages and job competition: Heckman's lambda re-interpreted," Applied Economics, Taylor & Francis Journals, vol. 33(3), pages 309-315.
    10. Kathryn Anderson & Richard Pomfret, 2003. "Consequences of Creating a Market Economy," Books, Edward Elgar Publishing, number 2887.
    11. Gorodnichenko, Yuriy & Sabirianova Peter, Klara, 2005. "Returns to schooling in Russia and Ukraine: A semiparametric approach to cross-country comparative analysis," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 324-350, June.
    12. Brainerd, Elizabeth, 1998. "Winners and Losers in Russia's Economic Transition," American Economic Review, American Economic Association, vol. 88(5), pages 1094-1116, December.
    13. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/GMM estimation and testing," CERT Discussion Papers 0706, Centre for Economic Reform and Transformation, Heriot Watt University.
    14. 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.
    15. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    16. Aakvik, Arild & Salvanes, Kjell G. & Vaage, Kjell, 2003. "Measuring Heterogeneity in the Returns to Education in Norway Using Educational Reforms," IZA Discussion Papers 815, Institute of Labor Economics (IZA).
    17. Nancy Vandycke, 2001. "Access to Education for the Poor in Europe and Central Asia : Preliminary Evidence and Policy Implications," World Bank Publications - Books, The World Bank Group, number 13974.
    18. 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.
    19. 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.
    20. Glewwe, Paul, 1996. "The relevance of standard estimates of rates of return to schooling for education policy: A critical assessment," Journal of Development Economics, Elsevier, vol. 51(2), pages 267-290, December.
    21. Dóra Benedek & Orsolya Lelkes, 2011. "The Distributional Implications of Income Under‐Reporting in Hungary," Fiscal Studies, Institute for Fiscal Studies, vol. 32(4), pages 539-560, December.
    22. Patrinos, Harry A. & Sakellariou, Chris, 2011. "Quality of Schooling, Returns to Schooling and the 1981 Vouchers Reform in Chile," World Development, Elsevier, vol. 39(12), pages 2245-2256.
    23. Sabine Bernabè & Marco Stampini, 2009. "Labour mobility during transition Evidence from Georgia1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 17(2), pages 377-409, April.
    24. Flabbi, Luca & Paternostro, Stefano & Tiongson, Erwin R., 2008. "Returns to education in the economic transition: A systematic assessment using comparable data," Economics of Education Review, Elsevier, vol. 27(6), pages 724-740, December.
    25. Philip A. Trostel, 2005. "Nonlinearity in the return to education," Journal of Applied Economics, Universidad del CEMA, vol. 8, pages 191-202, May.
    26. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    27. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    28. 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.
    29. Lorraine Dearden & Barbara Sianesi, 2001. "Estimating the Returns to Education: Models, Methods and Results," CEE Discussion Papers 0016, Centre for the Economics of Education, LSE.
    30. Garcia-Mainar, Inmaculada & Montuenga-Gomez, Victor M., 2005. "Education returns of wage earners and self-employed workers: Portugal vs. Spain," Economics of Education Review, Elsevier, vol. 24(2), pages 161-170, April.
    31. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    32. Rivo Noorkôiv & Peter F. Orazem & Allan Puur & Milan Vodopivec, 1998. "Employment and wage dynamics in Estonia, 1989‐951," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 6(2), pages 481-503, November.
    33. repec:ilo:ilowps:355192 is not listed on IDEAS
    34. Arrazola, María & de Hevia, José, 2008. "Three measures of returns to education: An illustration for the case of Spain," Economics of Education Review, Elsevier, vol. 27(3), pages 266-275, June.
    35. Chiswick, Barry R., 1997. "Interpreting the coefficient of schooling in the human capital earnings function," Policy Research Working Paper Series 1790, The World Bank.
    36. Robert J. Lemke & Isaac C. Rischall, 2003. "Skill, parental income, and IV estimation of the returns to schooling," Applied Economics Letters, Taylor & Francis Journals, vol. 10(5), pages 281-286, April.
    37. Edvard Johansson, 2005. "An estimate of self-employment income underreporting in Finland," Nordic Journal of Political Economy, Nordic Journal of Political Economy, vol. 31, pages 99-109.
    38. 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.
    39. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    40. Victoria Vernon, 2002. "Human Capital in Transitional Russia," Labor and Demography 0204003, University Library of Munich, Germany.
    41. François Bourguignon & Martin Fournier & Marc Gurgand, 2002. "Selection Bias Correction Based on the Multinomial Logit Model," Working Papers 2002-04, Center for Research in Economics and Statistics.
    42. Katz, Katarina, 1999. "Were there no returns to education in the USSR? Estimates from Soviet-period household data," Labour Economics, Elsevier, vol. 6(3), pages 417-434, September.
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    More about this item

    Keywords

    Returns to Education; Human Capital; Sample Selection; Instrumental Variables; Transitional Economies; Georgia;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • P2 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies

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