Identification and Estimation of Economic Models of Outmigration Using Panel Attrition
Because their departures are difficultly observed, little is known about the performance of immigrants who leave a region and move to another. This paper shows conditions under which the (conditional) outmigration probability, work probability and the expected earnings of outmigrants are nonparametrically identified using data on immigrant sample attrition. We present an econometric model which extracts the information on outmigration behavior from sample attrition and allows to incorporate unobserved heterogeneity in the choice process in a very natural way, a feature not previously possible. The method presented in the paper is general enough to estimate models of internal and external migration. We apply our framework to estimate a panel data model where immigrants can choose whether to stay or leave a country. The model is estimated using the German Socio-Economic Panel (GSOEP). Outmigrants are found to have significantly lower labor market earnings and work propensities than permanent migrants.
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- Arellano, M. & Honore, B., 2000.
"Panel Data Models: Some Recent Developments,"
0016, Centro de Estudios Monetarios Y Financieros-.
- Guillermina Jasso & Mark Rosensweig & James P. Smith, 2003. "The Earnings of US immigrants," Labor and Demography 0312007, EconWPA.
- 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.
- Stark, Oded, 1995. " Return and Dynamics: The Path of Labor Migration When Workers Differ in Their Skills and Information Is Asymmetric," Scandinavian Journal of Economics, Wiley Blackwell, vol. 97(1), pages 55-71, March.
- Dustmann, Christian & Kirchkamp, Oliver, 2000.
"The Optimal Migration Duration and Activity Choice after Re-migration,"
Sonderforschungsbereich 504 Publications
00-39, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
- Dustmann, Christian & Kirchkamp, Oliver, 2002. "The optimal migration duration and activity choice after re-migration," Journal of Development Economics, Elsevier, vol. 67(2), pages 351-372, April.
- Dustmann, Christian & Kirchkamp, Oliver, 2001. "The Optimal Migration Duration and Activity Choice after Re-migration," IZA Discussion Papers 266, Institute for the Study of Labor (IZA).
- Edin, P.-A. & Lalonde, R.J. & Aslund, O., 2000.
"Emigration of Immigrants and Measures of Immigrant Assimilation: Evidence from Sweden,"
2000:13, Uppsala - Working Paper Series.
- Edin, Per-Anders & LaLonde, Robert J. & Åslund, Olof, 2000. "Emigration of Immigrants and Measures of Immigrant Assimilation: Evidence from Sweden," Working Paper Series 2000:13, Uppsala University, Department of Economics.
- Edin, P.-A. & Lalonde, R.J. & Aslund, O., 2000. "Emigration of Immigrants and Measures of Immigrant Assimilation: Evidence from Sweden," Papers 2000-13, Uppsala - Working Paper Series.
- Per-Anders Edin & Robert J. LaLonde & Olof Aslund, 2000. "Emigration of Immigrants and Measures of Immigrant Assimilation: Evidence from Sweden," Working Papers 0020, Harris School of Public Policy Studies, University of Chicago.
- Dustmann, C, 1993. "Earnings Adjustment of Temporary Migrants," Journal of Population Economics, Springer, vol. 6(2), pages 153-68, May.
- Borjas, George J & Bratsberg, Bernt, 1996.
"Who Leaves? The Outmigration of the Foreign-Born,"
The Review of Economics and Statistics,
MIT Press, vol. 78(1), pages 165-76, February.
- Jasso, Guillermina & Rosenzweig, Mark R, 1990. "Self-Selection and the Earnings of Immigrants: Comment," American Economic Review, American Economic Association, vol. 80(1), pages 298-304, March.
- Jörn-Steffen Pischke & Johannes Velling, 1997. "Employment Effects Of Immigration To Germany: An Analysis Based On Local Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 594-604, November.
- T. Paul Schultz, 1998. "Immigrant quality and assimilation: A review of the US literature," Journal of Population Economics, Springer, vol. 11(2), pages 239-252.
- William A. V. Clark & Anita I. Drever, 2001. "Do Immigrants Improve Their Housing Quality When They Move?: Evidence from the German Socio-Economic Panel," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 70(1), pages 87-94.
- Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2, March.
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