IDEAS home Printed from https://ideas.repec.org/p/lmu/muenar/68901.html
   My bibliography  Save this paper

The Selection of High-Skilled Emigrants

Author

Listed:
  • Parey, Matthias
  • Ruhose, Jens
  • Waldinger, Fabian
  • Netz, Nicolai

Abstract

We measure selection among high-skilled emigrants from Germany using predicted earnings. Migrants to less equal countries are positively selected relative to nonmigrants, while migrants to more equal countries are negatively selected, consistent with the prediction in Borjas (1987). Positive selection to less equal countries reflects university quality and grades, and negative selection to more equal countries reflects university subject and gender. Migrants to the United States are highly positively selected and concentrated in STEM fields. Our results highlight the relevance of the Borjas model for high-skilled individuals when credit constraints and other migration barriers are unlikely to be binding.

Suggested Citation

  • Parey, Matthias & Ruhose, Jens & Waldinger, Fabian & Netz, Nicolai, 2017. "The Selection of High-Skilled Emigrants," Munich Reprints in Economics 68901, University of Munich, Department of Economics.
  • Handle: RePEc:lmu:muenar:68901
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    References listed on IDEAS

    as
    1. George J Borjas & Ilpo Kauppinen & Panu Poutvaara, 2019. "Self-selection of Emigrants: Theory and Evidence on Stochastic Dominance in Observable and Unobservable Characteristics," The Economic Journal, Royal Economic Society, vol. 129(617), pages 143-171.
    2. Cynthia Feliciano, 2005. "Educational selectivity in U.S. Immigration: How do immigrants compare to those left behind?," Demography, Springer;Population Association of America (PAA), vol. 42(1), pages 131-152, February.
    3. Jesúús Fernández-Huertas Moraga, 2011. "New Evidence on Emigrant Selection," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 72-96, February.
    4. Sari Pekkala Kerr & William R. Kerr & William F. Lincoln, 2015. "Skilled Immigration and the Employment Structures of US Firms," Journal of Labor Economics, University of Chicago Press, vol. 33(S1), pages 147-186.
    5. George J. Borjas & Kirk B. Doran, 2021. "The Collapse Of The Soviet Union And The Productivity Of American Mathematicians," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 11, pages 313-373, World Scientific Publishing Co. Pte. Ltd..
    6. Michèle V. K. Belot & Timothy J. Hatton, 2012. "Immigrant Selection in the OECD," Scandinavian Journal of Economics, Wiley Blackwell, vol. 114(4), pages 1105-1128, December.
    7. Sari Pekkala Kerr & William R. Kerr & William F. Lincoln, 2015. "Firms and the Economics of Skilled Immigration," Innovation Policy and the Economy, University of Chicago Press, vol. 15(1), pages 115-152.
    8. Borjas, George J. & Bronars, Stephen G. & Trejo, Stephen J., 1992. "Self-selection and internal migration in the United States," Journal of Urban Economics, Elsevier, vol. 32(2), pages 159-185, September.
    9. Martin Junge & Martin D. Munk & Panu Poutvaara, 2013. "International Migration of Couples," Norface Discussion Paper Series 2013018, Norface Research Programme on Migration, Department of Economics, University College London.
    10. Eric D. Gould & Omer Moav, 2016. "Does High Inequality Attract High Skilled Immigrants?," Economic Journal, Royal Economic Society, vol. 126(593), pages 1055-1091, June.
    11. Victor Chernozhukov & Iv·n Fern·ndez-Val & Alfred Galichon, 2010. "Quantile and Probability Curves Without Crossing," Econometrica, Econometric Society, vol. 78(3), pages 1093-1125, May.
    12. William R. Kerr & William F. Lincoln, 2010. "The Supply Side of Innovation: H-1B Visa Reforms and U.S. Ethnic Invention," Journal of Labor Economics, University of Chicago Press, vol. 28(3), pages 473-508, July.
    13. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    14. repec:hal:wpspec:info:hdl:2441/5rkqqmvrn4tl22s9mc4b6ga2g is not listed on IDEAS
    15. George J. Borjas, 2008. "Labor Outflows and Labor Inflows in Puerto Rico," Journal of Human Capital, University of Chicago Press, vol. 2(1), pages 32-68.
    16. Ufuk Akcigit & Salomé Baslandze & Stefanie Stantcheva, 2016. "Taxation and the International Mobility of Inventors," American Economic Review, American Economic Association, vol. 106(10), pages 2930-2981, October.
    17. Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 843-881.
    18. Borjas, George J & Bronars, Stephen G, 1991. "Immigration and the Family," Journal of Labor Economics, University of Chicago Press, vol. 9(2), pages 123-148, April.
    19. Jennifer Hunt & Marjolaine Gauthier-Loiselle, 2010. "How Much Does Immigration Boost Innovation?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 31-56, April.
    20. repec:hal:spmain:info:hdl:2441/5rkqqmvrn4tl22s9mc4b6ga2g is not listed on IDEAS
    21. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    22. Matthias Parey & Fabian Waldinger, 2011. "Studying Abroad and the Effect on International Labour Market Mobility: Evidence from the Introduction of ERASMUS," Economic Journal, Royal Economic Society, vol. 121(551), pages 194-222, March.
    23. Gordon B. Dahl, 2002. "Mobility and the Return to Education: Testing a Roy Model with Multiple Markets," Econometrica, Econometric Society, vol. 70(6), pages 2367-2420, November.
    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. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    27. Jennifer Hunt, 2011. "Which Immigrants Are Most Innovative and Entrepreneurial? Distinctions by Entry Visa," Journal of Labor Economics, University of Chicago Press, vol. 29(3), pages 417-457.
    28. Garry F. Barrett & Stephen G. Donald, 2003. "Consistent Tests for Stochastic Dominance," Econometrica, Econometric Society, vol. 71(1), pages 71-104, January.
    29. Kirk Doran & Alexander Gelber & Adam Isen, 2022. "The Effects of High-Skilled Immigration Policy on Firms: Evidence from Visa Lotteries," Journal of Political Economy, University of Chicago Press, vol. 130(10), pages 2501-2533.
    30. Ran Abramitzky & Leah Platt Boustan & Katherine Eriksson, 2012. "Europe's Tired, Poor, Huddled Masses: Self-Selection and Economic Outcomes in the Age of Mass Migration," American Economic Review, American Economic Association, vol. 102(5), pages 1832-1856, August.
    31. Jeffrey Grogger & Gordon H. Hanson, 2015. "Attracting Talent: Location Choices of Foreign-Born PhDs in the United States," Journal of Labor Economics, University of Chicago Press, vol. 33(S1), pages 5-38.
    32. Cristian Bartolucci & Mathis Wagner & Claudia Villosio, 2013. "Who Migrates and Why?," Carlo Alberto Notebooks 333, Collegio Carlo Alberto.
    33. Stolz, Yvonne & Baten, Joerg, 2012. "Brain drain in the age of mass migration: Does relative inequality explain migrant selectivity?," Explorations in Economic History, Elsevier, vol. 49(2), pages 205-220.
    34. Robert Kaestner & Ofer Malamud, 2014. "Self-Selection and International Migration: New Evidence from Mexico," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 78-91, March.
    35. Henrik Jacobsen Kleven & Camille Landais & Emmanuel Saez, 2013. "Taxation and International Migration of Superstars: Evidence from the European Football Market," American Economic Review, American Economic Association, vol. 103(5), pages 1892-1924, August.
    36. Orrenius, Pia M. & Zavodny, Madeline, 2005. "Self-selection among undocumented immigrants from Mexico," Journal of Development Economics, Elsevier, vol. 78(1), pages 215-240, October.
    37. Sarah Widmaier & Jean-Christophe Dumont, 2011. "Are Recent Immigrants Different? A New Profile of Immigrants in the OECD based on DIOC 2005/06," OECD Social, Employment and Migration Working Papers 126, OECD Publishing.
    38. Dustmann, Christian & Fadlon, Itzhak & Weiss, Yoram, 2011. "Return migration, human capital accumulation and the brain drain," Journal of Development Economics, Elsevier, vol. 95(1), pages 58-67, May.
    39. Pablo Ibarraran & Darren Lubotsky, 2007. "Mexican Immigration and Self-Selection: New Evidence from the 2000 Mexican Census," NBER Chapters, in: Mexican Immigration to the United States, pages 159-192, National Bureau of Economic Research, Inc.
    40. Daniel Chiquiar & Gordon H. Hanson, 2005. "International Migration, Self-Selection, and the Distribution of Wages: Evidence from Mexico and the United States," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 239-281, April.
    41. Abramitzky, Ran, 2009. "The effect of redistribution on migration: Evidence from the Israeli kibbutz," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 498-511, April.
    42. Grogger, Jeffrey & Hanson, Gordon H., 2011. "Income maximization and the selection and sorting of international migrants," Journal of Development Economics, Elsevier, vol. 95(1), pages 42-57, May.
    43. George J. Borjas, 2007. "Mexican Immigration to the United States," NBER Books, National Bureau of Economic Research, Inc, number borj06-1, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jens Ruhose, 2015. "Microeconometric Analyses on Economic Consequences of Selective Migration," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 61.
    2. Alexander Patt & Jens Ruhose & Simon Wiederhold & Miguel Flores, 2021. "International Emigrant Selection on Occupational Skills," Journal of the European Economic Association, European Economic Association, vol. 19(2), pages 1249-1298.
    3. Ran Abramitzky & Leah Boustan, 2017. "Immigration in American Economic History," Journal of Economic Literature, American Economic Association, vol. 55(4), pages 1311-1345, December.
    4. Dustmann, Christian & Glitz, Albrecht, 2011. "Migration and Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 327-439, Elsevier.
    5. Spitzer, Yannay & Zimran, Ariell, 2018. "Migrant self-selection: Anthropometric evidence from the mass migration of Italians to the United States, 1907–1925," Journal of Development Economics, Elsevier, vol. 134(C), pages 226-247.
    6. Leopold, Stefan & Ruhose, Jens & Wiederhold, Simon, 2023. "Why is the Roy-Borjas model unable to predict international migrant selection on education? Evidence from urban and rural Mexico," IWH Discussion Papers 16/2023, Halle Institute for Economic Research (IWH).
    7. Cristian Bartolucci & Mathis Wagner & Claudia Villosio, 2013. "Who Migrates and Why?," Carlo Alberto Notebooks 333, Collegio Carlo Alberto.
    8. Biavaschi, Costanza & Elsner, Benjamin, 2013. "Let's Be Selective about Migrant Self-Selection," IZA Discussion Papers 7865, Institute of Labor Economics (IZA).
    9. Mariele Macaluso, 2022. "The influence of skill-based policies on the immigrant selection process," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 595-621, July.
    10. Rosso, Anna, 2019. "Emigrant selection and wages: The case of Poland," Labour Economics, Elsevier, vol. 60(C), pages 148-175.
    11. Debora Pricila Birgier & Christer Lundh & Yitchak Haberfeld & Erik Elldér, 2022. "Movers and Stayers: A Study of Emigration from Sweden 1993–2014," European Journal of Population, Springer;European Association for Population Studies, vol. 38(5), pages 1033-1064, December.
    12. Grogger, Jeffrey & Hanson, Gordon H., 2011. "Income maximization and the selection and sorting of international migrants," Journal of Development Economics, Elsevier, vol. 95(1), pages 42-57, May.
    13. Moav, Omer & Gould, Eric, 2008. "When is "Too Much" Inequality Not Enough? The Selection of Israeli Emigrants," CEPR Discussion Papers 6955, C.E.P.R. Discussion Papers.
    14. Fernández-Huertas Moraga, Jesús, 2013. "Understanding different migrant selection patterns in rural and urban Mexico," Journal of Development Economics, Elsevier, vol. 103(C), pages 182-201.
    15. Sara Binassi & Giovanni Guidetti & Mariele Macaluso & Giulio Pedrini, 2021. "Assessing selection patterns and wage differentials of high-skilled migrants. Evidence from Italian graduates working abroad," QUADERNI DI ECONOMIA DEL LAVORO, FrancoAngeli Editore, vol. 0(113), pages 83-115.
    16. George J Borjas & Ilpo Kauppinen & Panu Poutvaara, 2019. "Self-selection of Emigrants: Theory and Evidence on Stochastic Dominance in Observable and Unobservable Characteristics," The Economic Journal, Royal Economic Society, vol. 129(617), pages 143-171.
    17. Sari Pekkala Kerr & William Kerr & Çağlar Özden & Christopher Parsons, 2017. "High-Skilled Migration and Agglomeration," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 201-234, September.
    18. Alasalmi, Juho, 2023. "Self-selection of Job-to-job Migrants on Match Quality," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277633, Verein für Socialpolitik / German Economic Association.
    19. Aguilar Esteva, Arturo Alberto, 2013. "Stayers and Returners: Educational Self-Selection among U.S. Immigrants and Returning Migrants," IZA Discussion Papers 7222, Institute of Labor Economics (IZA).
    20. Michael S. Rendall & Susan W. Parker, 2014. "Two Decades of Negative Educational Selectivity of Mexican Migrants to the United States," Population and Development Review, The Population Council, Inc., vol. 40(3), pages 421-446, September.

    More about this item

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:lmu:muenar:68901. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tamilla Benkelberg (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.