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Self-Selection and the Returns to Geographic Mobility: What Can Be Learned from the German Reunification "Experiment"

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  • Zaiceva, Anzelika

    (University of Florence)

Abstract

This paper investigates the causal effect of geographic mobility on income. The returns to German East-West migration and commuting are estimated, exploiting the structure of centrally planned economies and a "natural experiment" of German reunification for identification. I find that the migration premium is insignificantly different from zero, the returns for commuters equal to 40 per cent, and the local average treatment effects for compliers are insignificant. In addition, estimation results suggest no positive self-selection on unobservables for migrants, and some evidence of positive self-selection on unobservables for commuters.

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  • Zaiceva, Anzelika, 2006. "Self-Selection and the Returns to Geographic Mobility: What Can Be Learned from the German Reunification "Experiment"," IZA Discussion Papers 2524, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp2524
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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. Bird, Edward J. & Frick, Joachim R. & Wagner, Gert G., 1998. "The Income of Socialist Upper Classes during the Transition to Capitalism: Evidence from Longitudinal East German Data," Journal of Comparative Economics, Elsevier, vol. 26(2), pages 211-225, June.
    3. Herbert Brücker & Parvati Trübswetter, 2007. "Do the best go west? An analysis of the self-selection of employed East-West migrants in Germany," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 34(4), pages 371-395, September.
    4. Joan R. Rodgers & John L. Rodgers, 2000. "The Effect of Geographic Mobility on Male Labor-Force Participants in the United States ," Journal of Labor Research, Transaction Publishers, vol. 21(1), pages 117-132, January.
    5. Yashiv, Eran, 2004. "The Self-Selection of Migrant Workers Revisited," IZA Discussion Papers 1094, Institute of Labor Economics (IZA).
    6. Pedro Carneiro & James J. Heckman, 2002. "The Evidence on Credit Constraints in Post--secondary Schooling," Economic Journal, Royal Economic Society, vol. 112(482), pages 705-734, October.
    7. Frank Siebern, 2000. "Better LATE? Instrumental Variables Estimation of the Returns to Job Mobility during Transition," German Economic Review, Verein für Socialpolitik, vol. 1(3), pages 335-362, August.
    8. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2005. "Individual Risk Attitudes: New Evidence from a Large, Representative, Experimentally-Validated Survey," Discussion Papers of DIW Berlin 511, DIW Berlin, German Institute for Economic Research.
    9. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, vol. 58(5), pages 1121-1149, September.
    10. Bauer, Thomas K. & Pereira, Pedro T. & Vogler, Michael & Zimmermann, Klaus F., 1998. "Portuguese Migrants in the German Labor Market: Performance and Self-Selection," IZA Discussion Papers 20, Institute of Labor Economics (IZA).
    11. Burda, Michael C, 1995. "Migration and the Option Value of Waiting," CEPR Discussion Papers 1229, C.E.P.R. Discussion Papers.
    12. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    13. Burda, Michael C., 1993. "The determinants of East-West German migration: Some first results," European Economic Review, Elsevier, vol. 37(2-3), pages 452-461, April.
    14. Siebern Frank, 2000. "Better LATE? Instrumental Variables Estimation of the Returns to Job Mobility during Transition," German Economic Review, De Gruyter, vol. 1(3), pages 335-362, August.
    15. John C. Ham & Xianghong Li & Patricia B. Reagan, 2004. "Propensity Score Matching, a Distance-Based Measure of Migration, and the Wage Growth of Young Men," Working Papers 2004_3, York University, Department of Economics.
    16. Jennifer Hunt, 2001. "Post-Unification Wage Growth in East Germany," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 190-195, February.
    17. Donald W. K. Andrews & Marcia M. A. Schafgans, 1998. "Semiparametric Estimation of the Intercept of a Sample Selection Model," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(3), pages 497-517.
    18. Chiswick, Barry R., 1999. "Are Immigrants Favorably Self-Selected? An Economic Analysis," Working Papers 147, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    19. Greene, William H, 1981. "Sample Selection Bias as a Specification Error: Comment," Econometrica, Econometric Society, vol. 49(3), pages 795-798, May.
    20. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    21. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    22. Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
    23. Joshua D. Angrist & Guido W. Imbens & D.B. Rubin, 1993. "Identification of Causal Effects Using Instrumental Variables," NBER Technical Working Papers 0136, National Bureau of Economic Research, Inc.
    24. 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.
    25. 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..
    26. Freeman, Richard B. & Katz, Lawrence F. (ed.), 1995. "Differences and Changes in Wage Structures," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226261607, July.
    27. Barry Chiswick, 1999. "Are Immigrants Favorably Self-Selected?," American Economic Review, American Economic Association, vol. 89(2), pages 181-185, May.
    28. 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.
    29. Larry A. Sjaastad, 1970. "The Costs and Returns of Human Migration," Palgrave Macmillan Books, in: Harry W. Richardson (ed.), Regional Economics, chapter 9, pages 115-133, Palgrave Macmillan.
    30. Newey, Whitney K., 1984. "A method of moments interpretation of sequential estimators," Economics Letters, Elsevier, vol. 14(2-3), pages 201-206.
    31. Jennifer Hunt, 2000. "Why Do People Still Live in East Germany?," NBER Working Papers 7564, National Bureau of Economic Research, Inc.
    32. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    33. Mitali Das & Whitney K. Newey & Francis Vella, 2003. "Nonparametric Estimation of Sample Selection Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(1), pages 33-58.
    34. Jennifer Hunt, 2006. "Staunching Emigration from East Germany: Age and the Determinants of Migration," Journal of the European Economic Association, MIT Press, vol. 4(5), pages 1014-1037, September.
    35. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-318, May.
    36. Christoph F. Büchtemann & Jürgen Schupp, 1992. "Repercussions of Reunification: Patterns and Trends in the Socio-Economic Transformation of East Germany," Discussion Papers of DIW Berlin 44, DIW Berlin, German Institute for Economic Research.
    37. Michael C. Burda & Jennifer Hunt, 2001. "From Reunification to Economic Integration: Productivity and the Labor Market in Eastern Germany," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 32(2), pages 1-92.
    38. Richard B. Freeman & Lawrence F. Katz, 1995. "Differences and Changes in Wage Structures," NBER Books, National Bureau of Economic Research, Inc, number free95-1, June.
    39. Newey, Whitney K, 1985. "Maximum Likelihood Specification Testing and Conditional Moment Tests," Econometrica, Econometric Society, vol. 53(5), pages 1047-1070, September.
    40. Pagan, Adrian & Vella, Frank, 1989. "Diagnostic Tests for Models Based on Individual Data: A Survey," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 4(S), pages 29-59, Supplemen.
    41. Ashok Parikh & Michiel Van Leuvensteijn, 2002. "Internal Migration in Regions of Germany: A Panel Data Analysis," Economics Working Papers 012, European Network of Economic Policy Research Institutes.
    42. Tunali, Insan, 2000. "Rationality of Migration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(4), pages 893-920, November.
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    Cited by:

    1. Alm Bastian & Engel Dirk & Weyh Antje, 2014. "Does Switching to a Western German Employer Still Pay Off?: An Analysis for Eastern Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 234(5), pages 546-571, October.
    2. Emmler, Julian & Fitzenberger, Bernd, 2020. "The role of unemployment and job change when estimating the returns to migration," IAB-Discussion Paper 202037, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    3. Boman, Anders, 2008. "They seek it here, they seek it there, they seek it everywhere. But where is employment found?," Working Papers in Economics 336, University of Gothenburg, Department of Economics.
    4. Zaiceva, Anzelika, 2010. "East-West migration and gender: Is there a differential effect for migrant women?," Labour Economics, Elsevier, vol. 17(2), pages 443-454, April.
    5. Boman, Anders, 2012. "Employment effects of extended geographic scope in job search," Labour Economics, Elsevier, vol. 19(5), pages 643-652.
    6. Emmler, Julian & Fitzenberger, Bernd, 2020. "The Role of Unemployment and Job Change When Estimating the Returns to Migration," IZA Discussion Papers 13740, Institute of Labor Economics (IZA).

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    More about this item

    Keywords

    causality; returns to migration; treatment effects;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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