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Family Background, Education and Earnings in Kenya

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  • Wambugu, Anthony

    (Department of Economics, School of Economics and Commercial Law, Göteborg University)

Abstract

This paper uses data collected in 2000 to first estimate OLS and ordered probit models to measure correlation between family background and workers’ education. Then, human capital earnings functions are estimated to examine to what extent family background accounts for observed correlation between workers’ education and earnings. Subsequently, it estimates returns to education with education treated as endogenous. Having well-educated parents is associated with greater educational attainment and earnings. Returns to education decline slightly when parents’ education controls are in the earnings function. Instrumental variable estimation or self-selection correction suggests that estimates of returns to education may be larger than conventional estimates suggest.

Suggested Citation

  • Wambugu, Anthony, 2002. "Family Background, Education and Earnings in Kenya," Working Papers in Economics 76, University of Gothenburg, Department of Economics.
    • Handle: RePEc:hhs:gunwpe:0076
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    File URL: http://hdl.handle.net/2077/2852
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    References listed on IDEAS

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    1. Lam, David & Schoeni, Robert F, 1993. "Effects of Family Background on Earnings and Returns to Schooling: Evidence from Brazil," Journal of Political Economy, University of Chicago Press, vol. 101(4), pages 710-740, August.
    2. Krishnan, Pramila, 1996. "Family Background, Education and Employment in Urban Ethiopia," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(1), pages 167-183, February.
    3. Willis, Robert J., 1987. "Wage determinants: A survey and reinterpretation of human capital earnings functions," Handbook of Labor Economics, in: O. Ashenfelter & R. Layard (ed.), Handbook of Labor Economics, edition 1, volume 1, chapter 10, pages 525-602, Elsevier.
    4. Becker, Gary S & Tomes, Nigel, 1976. "Child Endowments and the Quantity and Quality of Children," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages 143-162, August.
    5. Geeta Gandhi Kingdon, 1998. "Does the labour market explain lower female schooling in India?," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 39-65.
    6. Ritva Reinikka & Paul Collier, 2001. "Uganda's Recovery : The Role of Farms, Firms, and Government," World Bank Publications, The World Bank, number 13850, December.
    7. Lee A. Lillard & Robert J. Willis, 1994. "Intergenerational Educational Mobility: Effects of Family and State in Malaysia," Journal of Human Resources, University of Wisconsin Press, vol. 29(4), pages 1126-1166.
    8. Levin, Jesse & Plug, Erik J. S., 1999. "Instrumenting education and the returns to schooling in the Netherlands," Labour Economics, Elsevier, vol. 6(4), pages 521-534, November.
    9. 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.
    10. Uusitalo, Roope, 1999. "Return to education in Finland," Labour Economics, Elsevier, vol. 6(4), pages 569-580, November.
    11. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    12. 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.
    13. Blackburn, McKinley L & Neumark, David, 1995. "Are OLS Estimates of the Return to Schooling Biased Downward? Another Look," The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 217-230, May.
    14. Hessel Oosterbeek & Hans van Ophem, 2000. "Schooling choices: Preferences, discount rates, and rates of return," Empirical Economics, Springer, vol. 25(1), pages 15-34.
    15. Angrist, Joshua D & Newey, Whitney K, 1991. "Over-Identification Tests in Earnings Functions with Fixed Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(3), pages 317-323, July.
    16. Bigsten, Arne & Isaksson, Anders & Söderbom, Måns & Collier, Paul & Zeufack, Albert & Dercon, Stefan & Fafchamps, Marcel & Gunning, Jan Willem & Teal, Francis & Appleton, Simon & Gauthier, Bernard & O, 2000. "Rates of Return on Physical and Human Capital in Africa's Manufacturing Sector," Economic Development and Cultural Change, University of Chicago Press, vol. 48(4), pages 801-827, July.
    17. Simon Appleton & John Hoddinott & John MacKinnon, 1996. "Education and health in sub-Saharan Africa," Journal of International Development, John Wiley & Sons, Ltd., vol. 8(3), pages 307-339.
    18. 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.
    19. Becker, Gary S & Tomes, Nigel, 1979. "An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1153-1189, December.
    20. Paul Glewwe & Hanan Jacoby, 1994. "Student Achievement and Schooling Choice in Low-Income Countries: Evidence from Ghana," Journal of Human Resources, University of Wisconsin Press, vol. 29(3), pages 843-864.
    21. 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.
    22. Dearden, Lorraine, 1999. "The effects of families and ability on men's education and earnings in Britain1," Labour Economics, Elsevier, vol. 6(4), pages 551-567, November.
    23. Tansel, A., 1993. "School Attainnment, Parental Education and Gender in Cote d'Ivoire and Ghana," Papers 692, Yale - Economic Growth Center.
    24. Vella, Francis & Gregory, R. G., 1996. "Selection bias and human capital investment: Estimating the rates of return to education for young males," Labour Economics, Elsevier, vol. 3(2), pages 197-219, September.
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    More about this item

    Keywords

    Earnings function; return to education; instrumental variables;
    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
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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