Labor Market Modeling Recognizing Latent Job Attributes and Opportunity Constraints An Empirical Analysis of Labor Market Behavior of Eritrean Women
This paper analyzes labor market behavior of urban Eritrean women with particular reference to the impact of education, earnings and labor market opportunities. Unlike traditional models of labor supply, which assume that work can be supplied freely in the labor market, we develop a framework that explicitly takes into account the notion of job opportunities and observable sets of feasible jobs. The framework is formulated within a random utility setting in which unobservable jobs can conveniently be treated as latent alternatives. The framework can also readily take into account observed restrictions on the sets of feasible jobs. The empirical estimation of the model is based on data from the labor force module of the 1996/97 Eritrean Household Income and Expenditure Survey for urban areas. We estimate structural choice probabilities of being in the states "Not employed", "Working in the wage sector", and "Working as self-employed", where it is taken into account that some women are constrained in their labor market choices. We find that the effect on wages of changes in education level is high; improving the education levels of women greatly improves their wages, which again contributes to bringing more women into the labor force. However, our data do not support the assumption that basic education increases women's job opportunities. In order to do so, at least secondary education is required.
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- Heckman, James J, 1979.
"Sample Selection Bias as a Specification Error,"
Econometric Society, vol. 47(1), pages 153-161, January.
- Psacharopoulos, George, 1994.
"Returns to investment in education: A global update,"
Elsevier, vol. 22(9), pages 1325-1343, September.
- Psacharopoulos, George, 1993. "Returns to investment in education : a global update," Policy Research Working Paper Series 1067, The World Bank.
- Hoddinott, John, 1996. "Wages and Unemployment in an Urban African Labour Market," Economic Journal, Royal Economic Society, vol. 106(439), pages 1610-1626, November.
- Marianne Bertrand & Douglas Miller & Sendhil Mullainathan, 2000.
"Public Policy and Extended Families: Evidence from South Africa,"
NBER Working Papers
7594, National Bureau of Economic Research, Inc.
- Marianne Bertrand & Sendhil Mullainathan & Douglas Miller, 2003. "Public Policy and Extended Families: Evidence from Pensions in South Africa," World Bank Economic Review, World Bank Group, vol. 17(1), pages 27-50, June.
- Marianne Bertrand & Douglas Miller & Sendhil Mullainathan, 1999. "Public Policy and Extended Families: Evidence from South Africa," Working Papers 801, Princeton University, Department of Economics, Industrial Relations Section..
- Jill Tiefenthaler, 1999. "The sectoral labor supply of married couples in Brazil: Testing the unitary model of household behavior," Journal of Population Economics, Springer;European Society for Population Economics, vol. 12(4), pages 591-606.
- Pradhan, M.P. & van Soest, A.H.O., 1997.
"Household labor supply in urban areas of Bolivia,"
Other publications TiSEM
dba82438-cf2e-4d92-975b-a, Tilburg University, School of Economics and Management.
- Aaberge, Rolf & Dagsvik, John K & Strom, Steinar, 1995. " Labor Supply Responses and Welfare Effects of Tax Reforms," Scandinavian Journal of Economics, Wiley Blackwell, vol. 97(4), pages 635-659, December.
- Gindling, T H, 1991. "Labor Market Segmentation and the Determination of Wages in the Public, Private-Formal, and Informal Sectors in San Jose, Costa Rica," Economic Development and Cultural Change, University of Chicago Press, vol. 39(3), pages 584-605, April.
- Gordon Cleveland & Morley Gunderson & Douglas Hyatt, 1996. "Child Care Costs and the Employment Decision of Women: Canadian Evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 29(1), pages 132-151, February.
- Heckman, James J & Sedlacek, Guilherme L, 1990. "Self-selection and the Distribution of Hourly Wages," Journal of Labor Economics, University of Chicago Press, vol. 8(1), pages 329-363, January.
- Pradhan, M. & Van Soest, A., 1993.
"Formal and Informal Sector Employment in Urban Areas of Bolivia,"
9311, Tilburg - Center for Economic Research.
- Pradhan, Menno & van Soest, Arthur, 1995. "Formal and informal sector employment in urban areas of Bolivia," Labour Economics, Elsevier, vol. 2(3), pages 275-297, September.
- Pradhan, M.P. & van Soest, A.H.O., 1995. "Formal and informal sector unemployment in urban areas of Bolivia," Other publications TiSEM 4b6b27c8-e099-40fd-bee4-3, Tilburg University, School of Economics and Management.
- Pradhan, M.P. & van Soest, A.H.O., 1993. "Formal and informal sector employment in urban areas of Bolivia," Discussion Paper 1993-11, Tilburg University, Center for Economic Research.
- William R. Johnson & Jonathan Skinner, 1988. "Accounting for Changes in the Labor Supply of Recently Divorced Women," Journal of Human Resources, University of Wisconsin Press, vol. 23(4), pages 417-436.
- Rosenzweig, Mark R., 1988. "Labor markets in low-income countries," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 1, chapter 15, pages 713-762 Elsevier.
- 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.
- Jacob Mincer, 1984.
"Inter-Country Comparisons of Labor Force Trends and of Related Developments: An Overview,"
NBER Working Papers
1438, National Bureau of Economic Research, Inc.
- Mincer, Jacob, 1985. "Intercountry Comparisons of Labor Force Trends and of Related Developments: An Overview," Journal of Labor Economics, University of Chicago Press, vol. 3(1), pages 1-32, January.
- Braunstein, Elissa, 2000.
"Engendering Foreign Direct Investment: Family Structure, Labor Markets and International Capital Mobility,"
Elsevier, vol. 28(7), pages 1157-1172, July.
- Elissa Braunstein, 2000. "Engendering Foreign Direct Investment: Family Structure, Labor Markets, and International Capital Mobility," Published Studies ps10, Political Economy Research Institute, University of Massachusetts at Amherst.
- G. Reza Arabsheibani & Lamine Manfor, 2001. "Non-Linearities in Returns to Education in Libya," Education Economics, Taylor & Francis Journals, vol. 9(2), pages 139-144.
- Kennedy, Eileen & Peters, Pauline, 1992. "Household food security and child nutrition: the interaction of income and gender of household head," World Development, Elsevier, vol. 20(8), pages 1077-1085, August.
- Chiswick, Barry R., 1997. "Interpreting the coefficient of schooling in the human capital earnings function," Policy Research Working Paper Series 1790, The World Bank.
- Killingsworth, Mark R. & Heckman, James J., 1987. "Female labor supply: A survey," Handbook of Labor Economics, in: O. Ashenfelter & R. Layard (ed.), Handbook of Labor Economics, edition 1, volume 1, chapter 2, pages 103-204 Elsevier.
- Johnson, William R & Skinner, Jonathan, 1986. "Labor Supply and Marital Separation," American Economic Review, American Economic Association, vol. 76(3), pages 455-469, June.
- Siphambe, Happy Kufigwa, 2000. "Rates of return to education in Botswana," Economics of Education Review, Elsevier, vol. 19(3), pages 291-300, June.
- T. Paul Schultz, 1990.
"Testing the Neoclassical Model of Family Labor Supply and Fertility,"
Journal of Human Resources,
University of Wisconsin Press, vol. 25(4), pages 599-634.
- Schultz, T.P., 1990. "Testing The Neoclassical Model Of Family Labor Supply And Fertility," Papers 601, Yale - Economic Growth Center.
- Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
- Standing, Guy, 1999. "Global Feminization Through Flexible Labor: A Theme Revisited," World Development, Elsevier, vol. 27(3), pages 583-602, March.
- 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.
- Buvinic, Mayra & Gupta, Geeta Rao, 1997. "Female-Headed Households and Female-Maintained Families: Are They Worth Targeting to Reduce Poverty in Developing Countries?," Economic Development and Cultural Change, University of Chicago Press, vol. 45(2), pages 259-280, January.
- Magnac, Th, 1991. "Segmented or Competitive Labor Markets," Econometrica, Econometric Society, vol. 59(1), pages 165-187, January.
- Dagsvik, John K, 1994. "Discrete and Continuous Choice, Max-Stable Processes, and Independence from Irrelevant Attributes," Econometrica, Econometric Society, vol. 62(5), pages 1179-1205, September.
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