Identification and Estimation of the Economic Performance of Outmigrants using Panel Attrition
AbstractThis paper presents conditions providing semiparametric identification of the conditional expectation of economic outcomes characterizing outmigrants using data on immigrant sample attrition. The approach does not require that individual immigrant departures be observed. Outcomes of interest are labor market earnings, labor force participation, and labor supply. We present a panel model which extracts the information on outmigrant performance from sample attrition and estimate it using German data. We find strong evidence of self-selection of outmigrants based on unobserved individual characteristics. Simulations are performed to quantify the gap in labor market earnings and labor force participation rates between immigrant stayers and outmigrants.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by CIRPEE in its series Cahiers de recherche with number 0429.
Date of creation: 2004
Date of revision:
Migration movements; Semiparametric identification; immigrant performance; Panel data models;
Find related papers by JEL classification:
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
- J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
This paper has been announced in the following NEP Reports:
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.:
- 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).
- Dustmann C. & Van Soest A., 2004.
"An Analysis of Speaking Fluency of Immigrants Using Ordered Response Models With Classification Errors,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 22, pages 312-321, July.
- Dustmann, C. & Soest, A.H.O. van, 2004. "An analysis of speaking fluency of immigrants using ordered response models with classification errors," Open Access publications from Tilburg University urn:nbn:nl:ui:12-140721, Tilburg University.
- Borjas, George J., 1999. "The economic analysis of immigration," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 28, pages 1697-1760 Elsevier.
- Darren Lubotsky, 2000.
"Chutes or Ladders? A Longitudinal Analysis of Immigrant Earnings,"
Labor and Demography
- Darren Lubotsky, 2007. "Chutes or Ladders? A Longitudinal Analysis of Immigrant Earnings," Journal of Political Economy, University of Chicago Press, vol. 115(5), pages 820-867, October.
- Lubotsky, D., 2000. "Chutes or Ladders? A Longitudinal Analysis of Immigrant Earnings," Papers 195, Princeton, Woodrow Wilson School - Development Studies.
- George J. Borjas & Bernt Bratsberg, 1994.
"Who Leaves? The Outmigration of the Foreign-Born,"
NBER Working Papers
4913, National Bureau of Economic Research, Inc.
- Train,Kenneth E., 2009.
"Discrete Choice Methods with Simulation,"
Cambridge University Press, number 9780521747387, October.
- Michael C. Burda & Wolfgang Härdle & Marlene Müller & Axel Werwatz, 1998.
"Semiparametric analysis of German East-West migration intentions: facts and theory,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 13(5), pages 525-541.
- Burda, Michael C. & Härdle, Wolfgang & Müller, Marlene & Werwatz, Axel, 1997. "Semiparametric analysis of German East-West migration intentions: Facts and theory," SFB 373 Discussion Papers 1998,3, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
- 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.
- Arellano, Manuel & Honore, Bo, 2001.
"Panel data models: some recent developments,"
Handbook of Econometrics,
in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 53, pages 3229-3296
- Hausman, J. A. & Abrevaya, Jason & Scott-Morton, F. M., 1998. "Misclassification of the dependent variable in a discrete-response setting," Journal of Econometrics, Elsevier, vol. 87(2), pages 239-269, September.
- 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.
- repec:wop:humbsf:1998-3 is not listed on IDEAS
- Jason ABREVAYA & Jerry A. HAUSMAN, 1999. "Semiparametric Estimation with Mismeasured Dependent Variables: An Application to Duration Models for Unemployment Spells," Annales d'Economie et de Statistique, ENSAE, issue 55-56, pages 243-275.
- Wei-Yin Hu, 2000. "Immigrant Earnings Assimilation: Estimates from Longitudinal Data," American Economic Review, American Economic Association, vol. 90(2), pages 368-372, May.
- Bellemare, C., 2004.
"A Life-Cycle Model of Outmigration and Economic Assimilation of Immigrants in Germany,"
2004-29, Tilburg University, Center for Economic Research.
- Bellemare, Charles, 2007. "A life-cycle model of outmigration and economic assimilation of immigrants in Germany," European Economic Review, Elsevier, vol. 51(3), pages 553-576, April.
- Bellemare, Charles, 2004. "A Life-Cycle Model of Outmigration and Economic Assimilation of Immigrants in Germany," IZA Discussion Papers 1012, Institute for the Study of Labor (IZA).
- Charles Bellemare, 2004. "A Life-Cycle Model of Outmigration and Economic Assimilation of Immigrants in Germany," Cahiers de recherche 0430, CIRPEE.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Johanne Perron).
If references are entirely missing, you can add them using this form.