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Self-selection and Earnings of Migrants: Evidence from Rural China

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  • Zheren WU

    (Osaka School of International Public Policy, Osaka University)

Abstract

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.

Suggested Citation

  • Zheren WU, 2008. "Self-selection and Earnings of Migrants: Evidence from Rural China," Discussion Papers in Economics and Business 08-25, Osaka University, Graduate School of Economics.
  • Handle: RePEc:osk:wpaper:0825
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    References listed on IDEAS

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    1. 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.
    2. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    3. Carrington, William J & Detragiache, Enrica & Vishwanath, Tara, 1996. "Migration with Endogenous Moving Costs," American Economic Review, American Economic Association, vol. 86(4), pages 909-930, September.
    4. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
    5. de Brauw, Alan & Rozelle, Scott, 2008. "Migration and household investment in rural China," China Economic Review, Elsevier, vol. 19(2), pages 320-335, June.
    6. 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.
    7. 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.
    8. 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.
    9. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    10. George J. Borjas, 2021. "Self-Selection and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 4, pages 69-91, World Scientific Publishing Co. Pte. Ltd..
    11. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    12. 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.
    13. 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.
    14. Sandell, Steven H, 1977. "Women and the Economics of Family Migration," The Review of Economics and Statistics, MIT Press, vol. 59(4), pages 406-414, November.
    15. Schmertmann, Carl P., 1994. "Selectivity bias correction methods in polychotomous sample selection models," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 101-132.
    16. Roger Axelsson & Olle Westerlund, 1998. "A panel study of migration, self-selection and household real income," Journal of Population Economics, Springer;European Society for Population Economics, vol. 11(1), pages 113-126.
    17. 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 470-482, June.
    18. 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.
    19. Ghatak, Subrata & Levine, Paul & Price, Stephen Wheatley, 1996. "Migration Theories and Evidence: An Assessment," Journal of Economic Surveys, Wiley Blackwell, vol. 10(2), pages 159-198, June.
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    Cited by:

    1. Jason Gagnon & Theodora Xenogiani & Chunbing Xing, 2009. "Are all Migrants Really Worse off in Urban Labour Markets?: New empirical evidence from China," OECD Development Centre Working Papers 278, OECD Publishing.
    2. Bodvarsson, Örn B. & Hou, Jack W. & Shen, Kailing, 2014. "Aging and Migration in a Transition Economy: The Case of China," IZA Discussion Papers 8351, Institute of Labor Economics (IZA).
    3. Luis Huesca & Mario Camberos, 2010. "Selection-bias correction based on the multinomial logit: An application to the Mexican labor market," Mexican Stata Users' Group Meetings 2010 08, Stata Users Group.

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    More about this item

    Keywords

    Migration; Self-selection; Pioneer migrants;
    All these keywords.

    JEL classification:

    • 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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