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Returns to Education in Russia: Where There Is Risky Sexual Behaviour There Is Also an Instrument

Author

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  • Arabsheibani, Reza

    (London School of Economics)

  • Staneva, Anita

    (Griffith University)

Abstract

Finding an instrument that is orthogonal to the disturbance term in the wage equation has been a topic of great deal of debate. Recently, Chesson et al. (2006) proposed that higher discount rates are significantly associated with a range of sexual behaviours, including having sex before age of 16 years. Following their paper, we use unprotected sexual behaviour and earlier age of sexual intercourse as alternative instrumental variables to account for endogeneity in schooling. The Bound et al. (1995) F-test indicates that our instruments are strongly correlated with schooling. We fail to reject the test of over-identifying restrictions, which demonstrates that the proposed instruments are valid and not correlated with the current earnings. In line with previous studies, our results suggest that the IV estimates of the returns to schooling are higher than the OLS estimates. In addition to the conditional mean, the proposed instruments are applied over the wage distribution using Chernozhukov and Hansen (2008) instrumental variable quantile approach.

Suggested Citation

  • Arabsheibani, Reza & Staneva, Anita, 2012. "Returns to Education in Russia: Where There Is Risky Sexual Behaviour There Is Also an Instrument," IZA Discussion Papers 6726, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp6726
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    References listed on IDEAS

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    1. Spagat, Michael, 2006. "Human capital and the future of transition economies," Journal of Comparative Economics, Elsevier, vol. 34(1), pages 44-56, March.
    2. 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.
    3. Alberto Abadie & Joshua Angrist & Guido Imbens, 2002. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
    4. Leigh, Andrew & Ryan, Chris, 2008. "Estimating returns to education using different natural experiment techniques," Economics of Education Review, Elsevier, vol. 27(2), pages 149-160, April.
    5. Victor R. Fuchs, 1982. "Economic Aspects of Health," NBER Books, National Bureau of Economic Research, Inc, number fuch82-1, March.
    6. David Card, 1994. "Earnings, Schooling, and Ability Revisited," Working Papers 710, Princeton University, Department of Economics, Industrial Relations Section..
    7. Matt Dickson, 2013. "The Causal Effect of Education on Wages Revisited," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(4), pages 477-498, August.
    8. 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.
    9. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    10. Omar Arias & Walter Sosa-Escudero & Kevin F. Hallock, 2001. "Individual heterogeneity in the returns to schooling: instrumental variables quantile regression using twins data," Empirical Economics, Springer, vol. 26(1), pages 7-40.
    11. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    12. Hause, John C, 1972. "Earnings Profile: Ability and Schooling," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages 108-138, Part II, .
    13. Haley, William J, 1973. "Human Capital: The Choice Between Investment and Income," American Economic Review, American Economic Association, vol. 63(5), pages 929-944, December.
    14. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    15. Harrell Chesson & Jami Leichliter & Gregory Zimet & Susan Rosenthal & David Bernstein & Kenneth Fife, 2006. "Discount rates and risky sexual behaviors among teenagers and young adults," Journal of Risk and Uncertainty, Springer, vol. 32(3), pages 217-230, May.
    16. Jean-Louis ARCAND & Béatrice D'HOMBRES & Paul GYSELINCK, 2004. "Instrument Choice and the Returns to Education: New Evidence from Vietnam," Working Papers 200422, CERDI.
    17. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    18. Victor R. Fuchs, 1982. "Time Preference and Health: An Exploratory Study," NBER Chapters, in: Economic Aspects of Health, pages 93-120, National Bureau of Economic Research, Inc.
    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. Breusch, Trevor & Qian, Hailong & Schmidt, Peter & Wyhowski, Donald, 1999. "Redundancy of moment conditions," Journal of Econometrics, Elsevier, vol. 91(1), pages 89-111, July.
    21. Lang, Kevin, 1993. "Ability Bias, Discount Rate Bias and the Return to Education," MPRA Paper 24651, University Library of Munich, Germany.
    22. Colm Harmon & Ian Walker & Niels Westergaard-Nielsen (ed.), 2001. "Education and Earnings in Europe," Books, Edward Elgar Publishing, number 2237.
    23. 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.
    24. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    25. Fuchs, Victor R. (ed.), 1982. "Economic Aspects of Health," National Bureau of Economic Research Books, University of Chicago Press, number 9780226267852, December.
    26. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    27. Lalith Munasinghe & Nachum Sicherman, 2000. "Why Do Dancers Smoke? Time Preference, Occupational Choice, and Wage Growth," NBER Working Papers 7542, National Bureau of Economic Research, Inc.
    28. Chernozhukov, Victor & Hansen, Christian & Jansson, Michael, 2007. "Inference approaches for instrumental variable quantile regression," Economics Letters, Elsevier, vol. 95(2), pages 272-277, May.
    29. Sofia Cheidvasser & Hugo Benítez‐Silva, 2007. "The Educated Russian's Curse: Returns to Education in the Russian Federation during the 1990s," LABOUR, CEIS, vol. 21(1), pages 1-41, March.
    30. Gary S. Becker, 1975. "Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, Second Edition," NBER Books, National Bureau of Economic Research, Inc, number beck75-1, March.
    31. David Orr, 1999. "Book," Journal of Industrial Ecology, Yale University, vol. 3(4), pages 155-156, October.
    32. Arline T. Geronimus & Sanders Korenman, 1992. "The Socioeconomic Consequences of Teen Childbearing Reconsidered," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(4), pages 1187-1214.
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    Cited by:

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    More about this item

    Keywords

    return to education; risky sexual behaviour; instrumental variables;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I22 - Health, Education, and Welfare - - Education - - - Educational Finance; Financial Aid
    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General

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