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Economic Returns to Education in France: OLS and Instrumental Variable Estimations

Author

Listed:
  • Sajjad Haider Bhatti

    (IREDU - Institut de recherche sur l'éducation : Sociologie et Economie de l'Education - UB - Université de Bourgogne)

  • Jean Bourdon

    (IREDU - Institut de recherche sur l'éducation : Sociologie et Economie de l'Education - UB - Université de Bourgogne)

  • Aslam Muhammad

    (Department of Statistics - BZU - Bahauddin Zakariya University)

Abstract

This article estimates the economic returns to schooling as well as analyzing other explanatory factors for the French labor market. It addresses the issue of endogeneity bias and proposes two new instruments for use in the instrumental variable two-stage least squares technique. Our results show that the proposed instruments are relevant and adequate, based on evidence from the available literature. After using the proposed instruments, we find that the OLS coefficients for schooling are biased downwards. Finally, we choose between the two proposed instruments.

Suggested Citation

  • Sajjad Haider Bhatti & Jean Bourdon & Aslam Muhammad, 2013. "Economic Returns to Education in France: OLS and Instrumental Variable Estimations," Post-Print halshs-00955559, HAL.
  • Handle: RePEc:hal:journl:halshs-00955559
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    References listed on IDEAS

    as
    1. David Card, 1994. "Earnings, Schooling, and Ability Revisited," Working Papers 710, Princeton University, Department of Economics, Industrial Relations Section..
    2. Ozdural, Sanem, 1993. "Intergenerational mobility : A comparative study between Turkey and the United States," Economics Letters, Elsevier, vol. 43(2), pages 221-230.
    3. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," Working Papers 696, Princeton University, Department of Economics, Industrial Relations Section..
    4. Véronique Simonnet, 1996. "Mobilité professionnelle et salaire : des différences entre hommes et femmes," Économie et Statistique, Programme National Persée, vol. 299(1), pages 59-71.
    5. 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.
    6. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, August.
    7. Ismail, Ramlee, 2007. "The Impact of Schooling Reform on Returns to Education in Malaysia," MPRA Paper 15021, University Library of Munich, Germany, revised 29 Jan 2008.
    8. 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.
    9. 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.
    10. Nigel Tomes, 1983. "Religion and the Rate of Return on Human Capital: Evidence from Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 16(1), pages 122-138, February.
    11. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," Working Papers 696, Princeton University, Department of Economics, Industrial Relations Section..
    12. Tansel, Aysit, 1994. "Wage employment, earnings and returns to schooling for men and women in Turkey," Economics of Education Review, Elsevier, vol. 13(4), pages 305-320.
    13. Jacob A. Mincer, 1974. "Age and Experience Profiles of Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 64-82, National Bureau of Economic Research, Inc.
    14. 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.
    15. Rachid Boumahdi & Jean-Michel Plassard, 1992. "Note à propos du caractère endogène de la variable éducation dans la fonction de gains," Revue Économique, Programme National Persée, vol. 43(1), pages 145-156.
    16. Ashenfelter, Orley & Harmon, Colm & Oosterbeek, Hessel, 1999. "A review of estimates of the schooling/earnings relationship, with tests for publication bias," Labour Economics, Elsevier, vol. 6(4), pages 453-470, November.
    17. Harmon, Colm & Walker, Ian, 1995. "Estimates of the Economic Return to Schooling for the United Kingdom," American Economic Review, American Economic Association, vol. 85(5), pages 1278-1286, December.
    18. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    19. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    20. Ashenfelter, Orley & Krueger, Alan B, 1994. "Estimates of the Economic Returns to Schooling from a New Sample of Twins," American Economic Review, American Economic Association, vol. 84(5), pages 1157-1173, December.
    21. Mahmood Araï & Gérard Ballot & Ali Skalli, 1996. "Différentiels intersectoriels de salaire et caractéristiques des employeurs en France," Économie et Statistique, Programme National Persée, vol. 299(1), pages 37-58.
    22. David Card, 1994. "Earnings, Schooling, and Ability Revisited," Working Papers 710, Princeton University, Department of Economics, Industrial Relations Section..
    23. repec:fth:prinin:317 is not listed on IDEAS
    24. Blackburn, McKinley L & Neumark, David, 1993. "Omitted-Ability Bias and the Increase in the Return to Schooling," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 521-544, July.
    25. Brunello, Giorgio & Miniaci, Raffaele, 1999. "The economic returns to schooling for Italian men. An evaluation based on instrumental variables1," Labour Economics, Elsevier, vol. 6(4), pages 509-519, November.
    26. repec:adr:anecst:y:2001:i:62:p:03 is not listed on IDEAS
    27. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, Oxford University Press, vol. 106(4), pages 979-1014.
    28. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    29. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    30. Barry R. Chiswick, 1983. "The Earnings and Human Capital of American Jews," Journal of Human Resources, University of Wisconsin Press, vol. 18(3), pages 313-336.
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    4. Zhaohua Zhang & Yuxi Luo & Derrick Robinson, 2020. "Do Social Pensions Help People Living on the Edge? Assessing Determinants of Vulnerability to Food Poverty Among the Rural Elderly," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(1), pages 198-219, January.

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    More about this item

    Keywords

    Endogeneity bias; Instrumental variable; Mincerian model; Two-stage least squares; Wage regression; France; Biais d'endogénéité; Variable instrumentale; Modèle mincérien; Équation de Mincer; Modèle des moindres carrés; Régression; Salaire;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • I2 - Health, Education, and Welfare - - Education
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • P5 - Political Economy and Comparative Economic Systems - - Comparative Economic Systems

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