Self-selection and Earnings of Migrants: Evidence from Rural China
Using data from a rural household survey in China, this paper explores the link between employment choice (nonworking, local farm work, local nonfarm work and migratory work) and migrant earnings. We find significant self-selection in migration. Youths, males, better-educated individuals and those in good health are more likely to migrate. In terms of unobserved characteristics, we find positive selection in migration as related to the alternatives of not working and local farm work, and insignificant self-selection as related to local nonfarm work. Controlling for self-selection, the wage returns to gender (male), education and health are lower than those obtained from simple ordinary least squares (OLS), and the returns to experience are higher. More importantly, we find different self-selection between individuals who have moved as pioneers and migrants from households in which other members have already migrated.
|Date of creation:||Jun 2008|
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- J. Edward Taylor & Scott Rozelle & Alan deBrauw, 1999. "Migration, Remittances, and Agricultural Productivity in China," American Economic Review, American Economic Association, vol. 89(2), pages 287-291, May.
- Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-62, March.
- Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-12, March.
- George J. Borjas, 1987.
"Self-Selection and the Earnings of Immigrants,"
NBER Working Papers
2248, National Bureau of Economic Research, Inc.
- Greenwood, Michael J, 1975. "Research on Internal Migration in the United States: A Survey," Journal of Economic Literature, American Economic Association, vol. 13(2), pages 397-433, June.
- Carrington, William J & Detragiache, Enrica & Vishwanath, Tara, 1996. "Migration with Endogenous Moving Costs," American Economic Review, American Economic Association, vol. 86(4), pages 909-30, September.
- Au, Chun-Chung & Henderson, J. Vernon, 2006.
"How migration restrictions limit agglomeration and productivity in China,"
Journal of Development Economics,
Elsevier, vol. 80(2), pages 350-388, August.
- Chun-Chung Au & Vernon Henderson, 2002. "How Migration Restrictions Limit Agglomeration and Productivity in China," NBER Working Papers 8707, National Bureau of Economic Research, Inc.
- Yap, Lorene Y. L., 1977. "The attraction of cities : A review of the migration literature," Journal of Development Economics, Elsevier, vol. 4(3), pages 239-264, September.
- 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.
- de Brauw, Alan & Rozelle, Scott, 2008. "Migration and household investment in rural China," China Economic Review, Elsevier, vol. 19(2), pages 320-335, June.
- Satu Nivalainen, 2004. "Determinants of family migration: short moves vs. long moves," Journal of Population Economics, Springer;European Society for Population Economics, vol. 17(1), pages 157-175, February.
- Heckman, James J, 1979.
"Sample Selection Bias as a Specification Error,"
Econometric Society, vol. 47(1), pages 153-61, January.
- Sandell, Steven H, 1977. "Women and the Economics of Family Migration," The Review of Economics and Statistics, MIT Press, vol. 59(4), pages 406-14, November.
- Hausman, Jerry & McFadden, Daniel, 1984.
"Specification Tests for the Multinomial Logit Model,"
Econometric Society, vol. 52(5), pages 1219-40, September.
- D. McFadden & J. Hausman, 1981. "Specification Tests for the Multinominal Logit Model," Working papers 292, Massachusetts Institute of Technology (MIT), Department of Economics.
- Ghatak, Subrata & Levine, Paul & Price, Stephen Wheatley, 1996. " Migration Theories and Evidence: An Assessment," Journal of Economic Surveys, Wiley Blackwell, vol. 10(2), pages 159-98, June.
- Schmertmann, Carl P., 1994. "Selectivity bias correction methods in polychotomous sample selection models," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 101-132.
- Rosenzweig, Mark R & Wolpin, Kenneth I, 1986. "Evaluating the Effects of Optimally Distributed Public Programs: ChildHealth and Family Planning Interventions," American Economic Review, American Economic Association, vol. 76(3), pages 470-82, June.
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