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From Soviet to Europe: Returns to education puzzle in Bulgaria

Author

Listed:
  • Anita Staneva

    (Department of Economics, Faculty of Business and Law, Auckland University of Technology)

  • Hany Andel-Latif

    (Swansea University, UK)

Abstract

This paper makes a systematic presentation of returns to education in Bulgaria, a country that has witnessed a number of dramatic structural changes over the last two decades. It examines the headway of returns to education for Bulgaria in two obverse economic regimes - from communism to EU membership. The findings show a steady increase in returns to education for both males and females until 2003. The average returns to one additional year of education rose from 1.1% in 1986 to 5.1% in 2003 for males and from 2.1% to 5.9% for females. Quantile regression estimations, between 1986 and 2003, evince that the most prominent increase in the wage premium occurred at the top end of the distribution, where the rate of returns to education, in particular for females increased from a negative and insignificant sign in 1986 to 7% in 2003. However, this increasing trend in returns to education seems to take an inverted-U-shape in 2007, the year when the country joined the EU, which poses a new puzzle to be resolved. To this end, the current paper introduces possible explanations for such a puzzle and sheds lights on a number of insightful policy implications.

Suggested Citation

  • Anita Staneva & Hany Andel-Latif, 2015. "From Soviet to Europe: Returns to education puzzle in Bulgaria," Working Papers 2015-06, Auckland University of Technology, Department of Economics.
    • Handle: RePEc:aut:wpaper:201506
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    References listed on IDEAS

    as
    1. Angel de la Fuente & Juan Francisco Jimeno, 2004. "The private and fiscal returns to schooling and the effect of public policies on private incentives to invest in education: a general framework and some results for the EU," Working Papers 152, Barcelona School of Economics.
    2. Fersterer, Josef & Winter-Ebmer, Rudolf, 2003. "Are Austrian returns to education falling over time?," Labour Economics, Elsevier, vol. 10(1), pages 73-89, February.
    3. Nora Lustig & Luis F. Lopez-Calva & Eduardo Ortiz-Juarez & Célestin Monga, 2016. "Deconstructing the Decline in Inequality in Latin America," International Economic Association Series, in: Kaushik Basu & Joseph E. Stiglitz (ed.), Inequality and Growth: Patterns and Policy, chapter 7, pages 212-247, Palgrave Macmillan.
    4. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2006. "Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 7, pages 307-458, Elsevier.
    5. Campos, Nauro F. & Jolliffe, Dean, 2003. "After, before and during: returns to education in Hungary (1986-1998)," Economic Systems, Elsevier, vol. 27(4), pages 377-390, December.
    6. Claudia Olivetti & Barbara Petrongolo, 2008. "Unequal Pay or Unequal Employment? A Cross-Country Analysis of Gender Gaps," Journal of Labor Economics, University of Chicago Press, vol. 26(4), pages 621-654, October.
    7. Andren, Daniela & Earle, John S. & Sapatoru, Dana, 2005. "The wage effects of schooling under socialism and in transition: Evidence from Romania, 1950-2000," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 300-323, June.
    8. Ira N. Gang & Ralitza Dimova, 2004. "Self-Selection And Earnings During Volatile Transition," Departmental Working Papers 200409, Rutgers University, Department of Economics.
    9. Gonzalez, Naihobe & Oyelere, Ruth Uwaifo, 2011. "Are returns to education on the decline in Venezuela and does Mission Sucre have a role to play?," Economics of Education Review, Elsevier, vol. 30(6), pages 1348-1369.
    10. 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.
    11. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    12. Jolliffe, Dean, 2002. "The Gender Wage Gap in Bulgaria: A Semiparametric Estimation of Discrimination," Journal of Comparative Economics, Elsevier, vol. 30(2), pages 276-295, June.
    13. Thibaut Desjonqueres & Stephen Machin & John Van Reenen, 1999. "Another Nail in the Coffin? Or Can the Trade Based Explanation of Changing Skill Structures Be Resurrected?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 101(4), pages 533-554, December.
    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. Münich, Daniel & Svejnar, Jan & Terrell, Katherine, 2004. "Do Markets Favor Women's Human Capital More than Planners?," IZA Discussion Papers 1393, Institute of Labor Economics (IZA).
    16. Claudia Olivetti & Barbara Petrongolo, 2006. "Unequal Pay or Unequal Employment? A Cross-country Analysis of Gender Gaps Risk Premium," Boston University - Department of Economics - Working Papers Series wp2006-013, Boston University - Department of Economics.
    17. Orazem, Peter F & Vodopivec, Milan, 1995. "Winners and Losers in Transition: Returns to Education, Experience, and Gender in Slovenia," The World Bank Economic Review, World Bank, vol. 9(2), pages 201-230, May.
    18. Dr Tatiana Fic & Ana Rincon-Aznar & Lucy Stokes & Dawn Holland, 2011. "Labour mobility within the EU," National Institute of Economic and Social Research (NIESR) Discussion Papers 379, National Institute of Economic and Social Research.
    19. Lisa Giddings, 2002. "Changes in gender earnings differentials in Bulgaria's transition to a mixed-market economy," Eastern Economic Journal, Eastern Economic Association, vol. 28(4), pages 481-497, Fall.
    20. Powell, James L., 1986. "Censored regression quantiles," Journal of Econometrics, Elsevier, vol. 32(1), pages 143-155, June.
    21. Louise Fox & Melissa Sekkel Gaal, 2008. "Working Out of Poverty : Job Creation and the Quality of Growth in Africa," World Bank Publications - Books, The World Bank Group, number 6434.
    22. Colm Harmon & Ian Walker & Niels Westergaard-Nielsen, 2001. "Introduction [to Education and earnings in Europe : a cross country analysis of the returns to education]," Open Access publications 10197/757, School of Economics, University College Dublin.
    23. Jan Rutkowski, 1996. "High skills pay off: the changing wage structure during economic transition in Poland," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 4(1), pages 89-112, May.
    24. Laporte, B. & Ringold, D., 1997. "Trends in Education Access and Fanincing During the Transition in Central and Eastern Europe," Papers 361, World Bank - Technical Papers.
    25. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    26. repec:bla:devpol:v:28:y:2010:i:6:p:733-747 is not listed on IDEAS
    27. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    28. Dr Tatiana Fic & Ana Rincon-Aznar & Lucy Stokes & Dawn Holland, 2011. "Labour mobility within the EU," National Institute of Economic and Social Research (NIESR) Discussion Papers 379, National Institute of Economic and Social Research.
    29. Zhang, Junsen & Zhao, Yaohui & Park, Albert & Song, Xiaoqing, 2005. "Economic returns to schooling in urban China, 1988 to 2001," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 730-752, December.
    30. 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.
    31. 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.
    32. repec:bla:scandj:v:101:y:1999:i:4:p:533-54 is not listed on IDEAS
    33. Colm Harmon & Ian Walker & Niels Westergaard-Nielsen (ed.), 2001. "Education and Earnings in Europe," Books, Edward Elgar Publishing, number 2237.
    34. Newell, Andrew & Reilly, Barry, 1996. "The gender wage gap in Russia: Some empirical evidence," Labour Economics, Elsevier, vol. 3(3), pages 337-356, October.
    35. Moshe Buchinsky, 1998. "The dynamics of changes in the female wage distribution in the USA: a quantile regression approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 1-30.
    36. Brainerd, Elizabeth, 1998. "Winners and Losers in Russia's Economic Transition," American Economic Review, American Economic Association, vol. 88(5), pages 1094-1116, December.
    37. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    38. Azevedo, Joao Pedro & Davalos, Maria Eugenia & Diaz-Bonilla, Carolina & Atuesta, Bernardo & Castaneda, Raul Andres, 2013. "Fifteen years of inequality in Latin America : how have labor markets helped ?," Policy Research Working Paper Series 6384, The World Bank.
    39. 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.
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    Cited by:

    1. Annika B. Bergbauer, 2019. "How Did EU Membership of Eastern Europe Affect Student Achievement?," ifo Working Paper Series 299, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    2. Svilena Mihaylova, 2023. "Wage Inequality in Bulgaria: Decomposition by Economic Sectors, Occupational Groups and Districts," Bulgarian Economic Papers bep-2023-05, Faculty of Economics and Business Administration, Sofia University St Kliment Ohridski - Bulgaria // Center for Economic Theories and Policies at Sofia University St Kliment Ohridski, revised Sep 2023.
    3. Bergbauer, Annika B., 2019. "How did EU membership of Eastern Europe affect student achievement?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(6), pages 624-644.
    4. Patrinos, Harry Anthony & Rivera-Olvera, Angelica, 2023. "The Impact of the Transition and EU Membership on the Returns to Schooling in Europe," IZA Discussion Papers 16326, Institute of Labor Economics (IZA).

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    More about this item

    Keywords

    returns to education; transition countries; quantile regression;
    All these keywords.

    JEL classification:

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

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