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Rates of Return to Education by Gender in Pakistan

  • Monazza Aslam

Differential labour market returns to male and female education are one potential explanation for large gender gaps in education in Pakistan. We empirically test this explanation by estimating private returns to education separately for male and female wage earners. This paper contributes to the literature by using a variety of methodologies (Ordinary Least Squares, Heckman correction, 2SLS and household fixed effects) in order to consistently estimate economic returns to education. The latest nationally representative data - the Pakistan Integrated Household Survey (2002) - is used. Earnings function estimates consistently reveal a sizeable gender asymmetry in economic returns to education, with returns to women`s education being substantially and statistically significantly higher than men`s. The return to an additional year of schooling ranges between 7 and 11 per cent for men and between 13 and 18 per cent for women. There are also large, direct returns to women`s education at low levels of schooling and the education-earnings profile is more convex for women than men. However, a decomposition of the gender wage gap (into the component `explained` by differing male and female endowments and the residual component) suggests that there is highly differentiated treatment by employers. We conclude that the total labour market returns are much higher for men, despite returns to education being higher for women. This suggests that parents may have an investment motive in allocating more resources to boys than to girls within household.

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Paper provided by University of Oxford, Department of Economics in its series Economics Series Working Papers with number GPRG-WPS-064.

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Date of creation: 01 Nov 2006
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Handle: RePEc:oxf:wpaper:gprg-wps-064
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  1. Orley Ashenfelter & Cecilia Rouse, 1998. "Income, Schooling, and Ability: Evidence from a New Sample of Identical Twins," The Quarterly Journal of Economics, Oxford University Press, vol. 113(1), pages 253-284.
  2. Moll, Peter G, 1996. "The Collapse of Primary Schooling Returns in South Africa 1960-90," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(1), pages 185-209, February.
  3. 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 710-40, August.
  4. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
  5. M Niaz Asadullah, 2005. "Returns to education in Bangladesh," Development and Comp Systems 0511020, EconWPA.
  6. Behrman, J.R. & Ross, D. & Sabot, R. & Alderman, H., 1995. "The Returns to endogenous Human Capital in Pakistan's Rural Wage Labour Market," Center for Development Economics 141, Department of Economics, Williams College.
  7. 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.
  8. Colm Harmon & Hessel Oosterbeek, 2000. "The Returns to Education: A Review of Evidence, Issues and Deficiencies in the Literature," CEE Discussion Papers 0005, Centre for the Economics of Education, LSE.
  9. George Psacharopoulos, 1985. "Returns to Education: A Further International Update and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 20(4), pages 583-604.
  10. Belzil, Christian & Hansen, Jörgen, 2002. "Unobserved Ability and the Return to Schooling," IZA Discussion Papers 508, Institute for the Study of Labor (IZA).
  11. Duraisamy, P., 2002. "Changes in returns to education in India, 1983-94: by gender, age-cohort and location," Economics of Education Review, Elsevier, vol. 21(6), pages 609-622, December.
  12. 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 1278-86, December.
  13. Bahrman, J.R. & Deolalikar, A.B., 1990. "Are There Differential Returns To Schooling By Gender? The Case Of Indonesian Labor Market," Discussion Papers in Economics at the University of Washington 90-19, Department of Economics at the University of Washington.
  14. Monazza Aslam & Geeta Gandhi Kingdon, 2008. "Gender and household education expenditure in Pakistan," Applied Economics, Taylor & Francis Journals, vol. 40(20), pages 2573-2591.
  15. 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.
  16. Joshua D. Angrist & Alan B. Krueger, 1990. "Does Compulsory School Attendance Affect Schooling and Earnings?," NBER Working Papers 3572, National Bureau of Economic Research, Inc.
  17. T. Paul Schultz, 2003. "Evidence of Returns to Schooling in Africa from Household Surveys: Monitoring and Restructuring the Market for Education," Working Papers 875, Economic Growth Center, Yale University.
  18. repec:pid:journl:v:16:y:1977:i:4:p:353-382 is not listed on IDEAS
  19. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
  20. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  21. 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.
  22. Esther Duflo, 2000. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," NBER Working Papers 7860, National Bureau of Economic Research, Inc.
  23. Kristin F. Butcher & Anne Case, 1994. "The Effect of Sibling Sex Composition on Women's Education and Earnings," The Quarterly Journal of Economics, Oxford University Press, vol. 109(3), pages 531-563.
  24. Behrman, Jere R. & Rosenzweig, Mark R., 1999. ""Ability" biases in schooling returns and twins: a test and new estimates," Economics of Education Review, Elsevier, vol. 18(2), pages 159-167, April.
  25. Sahn, David E. & Alderman, Harold, 1988. "The effects of human capital on wages, and the determinants of labor supply in a developing country," Journal of Development Economics, Elsevier, vol. 29(2), pages 157-183, September.
  26. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
  27. Pitt, Mark M & Rosenzweig, Mark R, 1990. "Estimating the Intrahousehold Incidence of Illness: Child Health and Gender-Inequality in the Allocation of Time," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 31(4), pages 969-80, November.
  28. David Card, 2000. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," NBER Working Papers 7769, National Bureau of Economic Research, Inc.
  29. repec:pid:journl:v:37:y:1998:i:3:p:251-274 is not listed on IDEAS
  30. Orley Ashenfelter & David J. Zimmerman, 1993. "Estimates of the Returns to Schooling From Sibling Data: Fathers, Sons and Brothers," NBER Working Papers 4491, National Bureau of Economic Research, Inc.
  31. repec:pid:journl:v:41:y:2002:i:1:p:1-28 is not listed on IDEAS
  32. Pramila Krishnan, 1994. "Family background, education and employment in urban Ethiopia," CSAE Working Paper Series 1994-08, Centre for the Study of African Economies, University of Oxford.
  33. Geeta Gandhi Kingdon & Jeemol Unni, 2001. "Education and Women's Labour Market Outcomes in India," Education Economics, Taylor & Francis Journals, vol. 9(2), pages 173-195.
  34. repec:pid:journl:v:16:y:1977:i:2:p:144-164 is not listed on IDEAS
  35. Behrman, Jere R & Wolfe, Barbara L, 1984. "The Socioeconomic Impact of Schooling in a Developing Country," The Review of Economics and Statistics, MIT Press, vol. 66(2), pages 296-303, May.
  36. Thomas Hertz, 2003. "Upward Bias in the Estimated Returns to Education: Evidence from South Africa," American Economic Review, American Economic Association, vol. 93(4), pages 1354-1368, September.
  37. repec:pid:journl:v:32:y:1993:i:4:p:895-904 is not listed on IDEAS
  38. Rouse, Cecilia Elena, 1999. "Further estimates of the economic return to schooling from a new sample of twins," Economics of Education Review, Elsevier, vol. 18(2), pages 149-157, April.
  39. Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1994. "Endowments and the Allocation of Schooling in the Family and in the Marriage Market: The Twins Experiment," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1131-74, December.
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