International migration and local employment: analysis of self-selection and earnings in Tajikistan
This paper addresses the issue of self-selection of individuals in international labour migration, non-agricultural and agricultural employment in Tajikistan and its link to earnings from these activities. Unlike most empirical studies, we could attribute selection bias on unobservable characteristics to the allocation of individuals to alternative employment sectors and analyse its impact on earnings abroad and at home. We have found positive selection in migration against local non-agricultural activities and positive selection in local non-agricultural activities against local agricultural activities. This indicates that the most capable individuals with regards to unobservable characteristics choose to migrate, while the somewhat less able choose non-agricultural activities, and individuals with the worst capabilities stay in poorly-paid agricultural activities. Controlling for self-selection, labour income returns to education of migrants and individuals in non-agricultural activities are slightly lower than those from Ordinary Least Squares (OLS).
|Date of creation:||2011|
|Contact details of provider:|| Postal: P.O. Box 616, 6200 MD Maastricht|
Phone: (31) (0)43 3883875
Fax: (31) (0)43 3216518
Web page: http://www.merit.unu.edu/
More information through EDIRC
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, 2013.
"Sample selection bias as a specification error,"
Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- Reardon, Thomas & Berdegue, Julio & Escobar, German, 2001. "Rural Nonfarm Employment and Incomes in Latin America: Overview and Policy Implications," World Development, Elsevier, vol. 29(3), pages 395-409, March.
- Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, Enero.
- Small, Kenneth A & Hsiao, Cheng, 1985. "Multinomial Logit Specification Tests," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(3), pages 619-627, October.
- Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4 National Bureau of Economic Research, Inc.
- Rosenzweig, Mark R. & Wolpin, Kenneth I., 1984.
"Migration Selectivity and the Effects of Public Programs,"
8442, University of Minnesota, Economic Development Center.
- Rosenzweig, Mark R. & Wolpin, Kenneth I., 1988. "Migration selectivity and the effects of public programs," Journal of Public Economics, Elsevier, vol. 37(3), pages 265-289, December.
- Dimova, Ralitza & Gang, Ira N., 2007.
"Self-selection and wages during volatile transition,"
Journal of Comparative Economics,
Elsevier, vol. 35(3), pages 612-629, September.
- Ralitza Dimova & Ira N. Gang, 2006. "Self-Selection And Wages During Volatile Transition," CEDI Discussion Paper Series 06-03, Centre for Economic Development and Institutions(CEDI), Brunel University.
- Gemechu Ayana Aga & Christian Eigen-Zucchi & Sonia Plaza & Ani Rudra Silwal, 2013. "Migration and Development Brief, No. 20," World Bank Other Operational Studies 17020, The World Bank.
- 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.
- 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.
- D. McFadden & J. Hausman, 1981.
"Specification Tests for the Multinominal Logit Model,"
292, Massachusetts Institute of Technology (MIT), Department of Economics.
- Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
- Mckenzie, David & Rapoport, Hillel, 2007.
"Network effects and the dynamics of migration and inequality: Theory and evidence from Mexico,"
Journal of Development Economics,
Elsevier, vol. 84(1), pages 1-24, September.
- David Mckenzie & Hillel Rapoport, 2004. "Network Effects and the Dynamics of Migration and Inequality: Theory and Evidence from Mexico," Working Papers 2004-3, Bar-Ilan University, Department of Economics.
- Taylor, J. Edward & Martin, Philip L., 2001. "Human capital: Migration and rural population change," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 9, pages 457-511 Elsevier.
- SHI, Xiaoping & Heerink, Nico & Qu, Futian, 2007. "Choices between different off-farm employment sub-categories: An empirical analysis for Jiangxi Province, China," China Economic Review, Elsevier, vol. 18(4), pages 438-455.
- François Bourguignon & Martin Fournier & Marc Gurgand, 2004.
"Selection Bias Corrections Based on the Multinomial Logit Model: Monte-Carlo Comparisons,"
DELTA Working Papers
2004-20, DELTA (Ecole normale supérieure).
- François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, 02.
- François Bourguignon & Marc Gurgand & Martin Fournier, 2007. "Selection bias corrections based on the multinomial logit model: Monte Carlo comparisons," Post-Print halshs-00201372, HAL.
- Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
When requesting a correction, please mention this item's handle: RePEc:unm:unumer:2011047. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Ad Notten)
If references are entirely missing, you can add them using this form.