Convexity and Sheepskin Effects in the Human Capital Earnings Function: Recent Evidence for Filipino Men
The issue of possible non-linearities in the relationship between log wages and schooling has received a good deal of attention in the literature. This paper uses data from a recent, high quality household survey for the Philippines, the 1998 Annual Poverty Indicator Survey (APIS), to test the fit of the log-linear specification for Filipino men. The results are based on a number of estimation strategies, including spline regressions, and semi-parametric regressions with a large number of dummies for years of schooling and experience. The basic conclusions of the paper are two. First, there appear to be large differences between the rates of return to education across levels in the Philippines. In particular, the returns to both primary and secondary education are lower than those for tertiary education, a difference which persists even after correcting for differences in direct private costs across levels. Second, within a given level, the last year of schooling is disproportionately rewarded in terms of higher wages. That is, there are clear sheepskin effects associated with graduation from primary school, secondary school, and university. Copyright 2003 Blackwell Publishing Ltd.
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Volume (Year): 65 (2003)
Issue (Month): 2 (05)
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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Heckman, James & Layne-Farrar, Anne & Todd, Petra, 1996. "Human Capital Pricing Equations with an Application to Estimating the Effect of Schooling Quality on Earnings," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 562-610, November.
- Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
- Psacharopoulos, George, 1993.
"Returns to investment in education : a global update,"
Policy Research Working Paper Series
1067, The World Bank.
- Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
- Robert J. Barro & Jong-Wha Lee, 1993.
"International Comparisons of Educational Attainment,"
NBER Working Papers
4349, National Bureau of Economic Research, Inc.
- Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
- Strauss, J. & Thomas, D., 1995. "Empirical Modeling of Household and Family Decisions," Papers 95-12, RAND - Reprint Series.
- Hungerford, Thomas & Solon, Gary, 1987. "Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 175-77, February.
- Arsenio M. Balisacan, 2001. "Poverty in the Philippines : An Update and Reexamination," Philippine Review of Economics, University of the Philippines School of Economics and Philippine Economic Society, vol. 38(1), pages 15-52, June.
- Belman, Dale & Heywood, John S, 1997. "Sheepskin Effects by Cohort: Implications of Job Matching in a Signaling Model," Oxford Economic Papers, Oxford University Press, vol. 49(4), pages 623-37, October.
- Bennell, Paul, 1996. "Rates of return to education: Does the conventional pattern prevail in sub-Saharan Africa?," World Development, Elsevier, vol. 24(1), pages 183-199, January.
- James J. Heckman & V. Joseph Hotz, 1986. "An Investigation of the Labor Market Earnings of Panamanian Males Evaluating the Sources of Inequality," Journal of Human Resources, University of Wisconsin Press, vol. 21(4), pages 507-542.
- Henry S. Farber & Robert Gibbons, 1994.
"Learning and Wage Dynamics,"
707, Princeton University, Department of Economics, Industrial Relations Section..
- Jin Huem Park, 1994. "Returns to Schooling: A Peculiar Deviation from Linearity," Working Papers 714, Princeton University, Department of Economics, Industrial Relations Section..
- Strauss, John & Thomas, Duncan, 1995. "Human resources: Empirical modeling of household and family decisions," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 34, pages 1883-2023 Elsevier.
- Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555 Elsevier.
- Datt, Gaurav & Hoogeveen, Hans, 2000.
"El Nino or El Peso? Crisis, poverty, and income distribution in the Philippines,"
Policy Research Working Paper Series
2466, The World Bank.
- Datt, Gaurav & Hoogeveen, Hans, 2003. "El Nino or El Peso? Crisis, Poverty and Income Distribution in the Philippines," World Development, Elsevier, vol. 31(7), pages 1103-1124, July.
- Lanzona, Leonardo A., 1998. "Migration, self-selection and earnings in Philippine rural communities," Journal of Development Economics, Elsevier, vol. 56(1), pages 27-50, June.
- Lam. D. & Schoeni, R.F., 1996.
"Effects on Family Background on Earnings and Returns to Schooling: Evidence from Brazil,"
96-13, RAND - Reprint Series.
- 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.
- 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.
- Foster, Andrew D & Rosenzweig, Mark R, 1996.
"Technical Change and Human-Capital Returns and Investments: Evidence from the Green Revolution,"
American Economic Review,
American Economic Association, vol. 86(4), pages 931-53, September.
- Mark Rosenzweig & Andrew D. Foster, . "Technical Change and Human Capital Returns and Investments: Evidence from the Green Revolution," Home Pages _065, University of Pennsylvania.
- Joseph G. Altonji & Rebecca M. Blank, .
"Race and Gender in the Labor Market,"
IPR working papers
98-18, Institute for Policy Resarch at Northwestern University.
- Jimenez, E. & Lockheed, M.E., 1995. "Public and Private Secondary Education in Developing Countries. A Comparative Study," World Bank - Discussion Papers 309, World Bank.
- Pritchett, Lant, 1996. "Where has all the education gone?," Policy Research Working Paper Series 1581, The World Bank.
- 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.
- Heywood, John S., 1994. "How widespread are sheepskin returns to education in the U.S.?," Economics of Education Review, Elsevier, vol. 13(3), pages 227-234, September.
- 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.
- Nehru, Vikram & Swanson, Eric & Dubey, Ashutosh, 1995. "A new database on human capital stock in developing and industrial countries: Sources, methodology, and results," Journal of Development Economics, Elsevier, vol. 46(2), pages 379-401, April.
- Behrman, Jere R & Birdsall, Nancy, 1983. "The Quality of Schooling: Quantity Alone is Misleading," American Economic Review, American Economic Association, vol. 73(5), pages 928-46, December.
- 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.
- 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.
- Boissiere, M & Knight, J B & Sabot, R H, 1985. "Earnings, Schooling, Ability, and Cognitive Skills," American Economic Review, American Economic Association, vol. 75(5), pages 1016-30, December.
- Deon Filmer & Lant Pritchett, 1999. "The Effect of Household Wealth on Educational Attainment: Evidence from 35 Countries," Population and Development Review, The Population Council, Inc., vol. 25(1), pages 85-120.
- Welch, Finis, 1975. "Human Capital Theory: Education, Discrimination, and Life Cycles," American Economic Review, American Economic Association, vol. 65(2), pages 63-73, May.
- Jaeger, David A & Page, Marianne E, 1996. "Degrees Matter: New Evidence on Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 733-40, November.
- James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492 National Bureau of Economic Research, Inc.
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