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Identification and Estimation of the Economic Performance of Outmigrants using Panel Attrition

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Author Info
Charles Bellemare

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Abstract

This 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.

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Paper provided by CIRPEE in its series Cahiers de recherche with number 0429.

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Date of creation: 2004
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Handle: RePEc:lvl:lacicr:0429

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Related research
Keywords: Migration movements; Semiparametric identification; immigrant performance; Panel data models;

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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
J61 - Labor and Demographic Economics - - Mobility, Unemployment, and Vacancies - - - Geographic Labor Mobility; Immigrant Workers

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References listed on IDEAS
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.:
  1. 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 Elsevier. [Downloadable!] (restricted)
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  2. Wei-Yin Hu, 2000. "Immigrant Earnings Assimilation: Estimates from Longitudinal Data," American Economic Review, American Economic Association, vol. 90(2), pages 368-372, May. [Downloadable!] (restricted)
  3. 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. [Downloadable!] (restricted)
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  4. 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, ADRES, issue 55-56, pages 10, Juillet-D. [Downloadable!]
  5. 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). [Downloadable!]
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  6. 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. [Downloadable!] (restricted)
  7. Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2, March. [Downloadable!]
  8. 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. [Downloadable!] (restricted)
  9. 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.
  10. 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. [Downloadable!]
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  11. 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. [Downloadable!] (restricted)
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(explanations, 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.)

  1. 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). [Downloadable!]
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