IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/13821.html
   My bibliography  Save this paper

Income Maximization and the Selection and Sorting of International Migrants

Author

Listed:
  • Jeffrey Grogger
  • Gordon H. Hanson

Abstract

Two prominent features of international labor movements are that the more educated are more likely to emigrate (positive selection) and more-educated migrants are more likely to settle in destination countries with high rewards to skill (positive sorting). Using data on emigrant stocks by schooling level and source country in OECD destinations, we find that a simple model of income maximization can account for both phenomena. Results on selection show that migrants for a source-destination pair are more educated relative to non-migrants the larger is the absolute skill-related difference in earnings between the destination country and the source. Results on sorting indicate that the relative stock of more-educated migrants in a destination is increasing in the absolute earnings difference between high and low-skilled workers. We use our framework to compare alternative specifications of international migration, estimate the magnitude of migration costs by source-destination pair, and assess the contribution of wage differences to how migrants sort themselves across destination countries.

Suggested Citation

  • Jeffrey Grogger & Gordon H. Hanson, 2008. "Income Maximization and the Selection and Sorting of International Migrants," NBER Working Papers 13821, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:13821
    Note: ITI LS
    as

    Download full text from publisher

    File URL: https://www.nber.org/papers/w13821.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Docquier, Frederic & Rapoport, Hillel, 2004. "Skilled migration: the perspective of developing countries," Policy Research Working Paper Series 3382, The World Bank.
    2. 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.
    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. Borjas, George J. & Freeman, Richard B. (ed.), 1992. "Immigration and the Work Force," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226066332, September.
    5. Alberto Alesina & George-Marios Angeletos, 2005. "Fairness and Redistribution," American Economic Review, American Economic Association, vol. 95(4), pages 960-980, September.
    6. Edward L. Glaeser & Andrei Shleifer, 2002. "Legal Origins," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1193-1229.
    7. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    8. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    9. 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.
    10. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012634, April.
    11. 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.
    12. Fernando Ramos, 1992. "Out-Migration and Return Migration of Puerto Ricans," NBER Chapters, in: Immigration and the Work Force: Economic Consequences for the United States and Source Areas, pages 49-66, National Bureau of Economic Research, Inc.
    13. 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.
    14. Francesc Ortega & Giovanni Peri, 2009. "The Causes and Effects of International Migrations: Evidence from OECD Countries 1980-2005," NBER Working Papers 14833, National Bureau of Economic Research, Inc.
    15. Frédéric Docquier & B. Lindsay Lowell & Abdeslam Marfouk, 2009. "A Gendered Assessment of Highly Skilled Emigration," Population and Development Review, The Population Council, Inc., vol. 35(2), pages 297-321, June.
    16. 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.
    17. Timothy J. Hatton & Jeffrey G. Williamson, 2006. "Refugees, Asylum Seekers, and Policy in Europe," Springer Books, in: Rolf J. Langhammer & Federico Foders (ed.), Labor Mobility and the World Economy, pages 249-284, Springer.
    18. George J. Borjas & Lynette Hilton, 1996. "Immigration and the Welfare State: Immigrant Participation in Means-Tested Entitlement Programs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 575-604.
    19. Anna Mayda, 2010. "International migration: a panel data analysis of the determinants of bilateral flows," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(4), pages 1249-1274, September.
    20. Hanson, Gordon H., 2010. "International Migration and the Developing World," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4363-4414, Elsevier.
    21. Beine, Michel & Docquier, Frederic & Rapoport, Hillel, 2001. "Brain drain and economic growth: theory and evidence," Journal of Development Economics, Elsevier, vol. 64(1), pages 275-289, February.
    22. Alberto Alesina & George-Marios Angeletos, 2002. "Fairness and Redistribution: US versus Europe," Harvard Institute of Economic Research Working Papers 1983, Harvard - Institute of Economic Research.
    23. Richard B. Freeman, 2006. "People Flows in Globalization," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 145-170, Spring.
    24. Francesc Ortega & Giovanni Peri, 2009. "The Causes and Effects of International Migrations: Evidence from OECD Countries 1980-2005," NBER Working Papers 14833, National Bureau of Economic Research, Inc.
    25. Ralph Rotte & Michael Vogler, 2000. "The effects of development on migration: Theoretical issues and new empirical evidence," Journal of Population Economics, Springer;European Society for Population Economics, vol. 13(3), pages 485-508.
    26. 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.
    27. Aghion, Philippe & Bacchetta, Philippe & Rancière, Romain & Rogoff, Kenneth, 2009. "Exchange rate volatility and productivity growth: The role of financial development," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 494-513, May.
    28. 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.
    29. Eric A. Hanushek & Lei Zhang, 2006. "Quality-Consistent Estimates of International Returns to Skill," NBER Working Papers 12664, National Bureau of Economic Research, Inc.
    30. Abdeslam Marfouk, 2007. "Brain Drain in Developing Countries," The World Bank Economic Review, World Bank, vol. 21(2), pages 193-218, June.
    31. David McKenzie & Hillel Rapoport, 2010. "Self-Selection Patterns in Mexico-U.S. Migration: The Role of Migration Networks," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 811-821, November.
    32. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    33. George J. Borjas, 1991. "Immigration and Self-Selection," NBER Chapters, in: Immigration, Trade, and the Labor Market, pages 29-76, National Bureau of Economic Research, Inc.
    34. Mr. William Carrington & Ms. Enrica Detragiache, 1998. "How Big is the Brain Drain?," IMF Working Papers 1998/102, International Monetary Fund.
    35. 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.
    36. 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..
    37. Herbert Brücker & Cécily Defoort, 2009. "Inequality and the self‐selection of international migrants: theory and new evidence," International Journal of Manpower, Emerald Group Publishing Limited, vol. 30(7), pages 742-764, November.
    38. Michel Beine & Frédéric Docquier & Hillel Rapoport, 2007. "Measuring International Skilled Migration: A New Database Controlling for Age of Entry," The World Bank Economic Review, World Bank, vol. 21(2), pages 249-254, June.
    39. Ortega, Francesc & Peri, Giovanni, 2009. "The Causes and Effects of International Labor Mobility: Evidence from OECD Countries 1980-2005," MPRA Paper 19183, University Library of Munich, Germany.
    40. Dean Yang, 2006. "Why Do Migrants Return to Poor Countries? Evidence from Philippine Migrants' Responses to Exchange Rate Shocks," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 715-735, November.
    41. Dani Rodrik & Mark Rosenzweig (ed.), 2010. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 5, number 6.
    42. Richard B. Freeman & Remco H. Oostendorp, 2002. "Wages Around the World: Pay across Occupations and Countries," International Economic Association Series, in: Richard B. Freeman (ed.), Inequality Around the World, chapter 2, pages 5-37, Palgrave Macmillan.
    43. Mayda, Anna Maria, 2005. "International Migration: A Panel Data Analysis of Economic and Non-Economic Determinants," IZA Discussion Papers 1590, Institute of Labor Economics (IZA).
    44. Abowd, John M. & Freeman, Richard B. (ed.), 1991. "Immigration, Trade, and the Labor Market," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226000954, September.
    45. Adams, Richard H. Jr., 2003. "International migration, remittances, and the brain drain ; a study of 24 labor exporting countries," Policy Research Working Paper Series 3069, The World Bank.
    46. Michel Beine & Fréderic Docquier & Hillel Rapoport, 2008. "Brain Drain and Human Capital Formation in Developing Countries: Winners and Losers," Economic Journal, Royal Economic Society, vol. 118(528), pages 631-652, April.
    47. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
    48. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 549-599.
    49. Michel Beine & Frederic Docquier & Hillel Rapoport, 2006. "Measuring International Skilled Migration: New Estimates Controlling for Age of Entry," RF Berlin - CReAM Discussion Paper Series 0613, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    50. Dean Yang, 2006. "Why Do Migrants Return to Poor Countries? Evidence From Philippine Migrants%u2019 Responses to Exchange Rate Shocks," NBER Working Papers 12396, National Bureau of Economic Research, Inc.
    51. John M. Abowd & Richard B. Freeman, 1991. "Immigration, Trade, and the Labor Market," NBER Books, National Bureau of Economic Research, Inc, number abow91-1.
    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. 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.
    2. Hanson, Gordon H., 2010. "International Migration and the Developing World," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4363-4414, Elsevier.
    3. Gordon H. Hanson, 2009. "The Economic Consequences of the International Migration of Labor," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 179-208, May.
    4. Besart Avdiu, 2018. "The Effect of Attitudes toward Migrants on Migrant Skill Composition," LIS Working papers 718, LIS Cross-National Data Center in Luxembourg.
    5. Bertoli, S. & Fernández-Huertas Moraga, J. & Ortega, F., 2013. "Crossing the border: Self-selection, earnings and individual migration decisions," Journal of Development Economics, Elsevier, vol. 101(C), pages 75-91.
    6. Besart Avdiu, 2018. "The Effect of Attitudes toward Migrants on Migrant Skill Composition," CESifo Working Paper Series 6919, CESifo.
    7. 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.
    8. Frédéric Docquier & Hillel Rapoport, 2012. "Globalization, Brain Drain, and Development," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 681-730, September.
    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. Parag Mahajan & Dean Yang, 2020. "Taken by Storm: Hurricanes, Migrant Networks, and US Immigration," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 250-277, April.
    11. Gordon H. Hanson, 2006. "Illegal Migration from Mexico to the United States," Journal of Economic Literature, American Economic Association, vol. 44(4), pages 869-924, December.
    12. Michael A. Clemens & Claudio Montenegro & Lant Pritchett, 2016. "Bounding the Price Equivalent of Migration Barriers," Growth Lab Working Papers 67, Harvard's Growth Lab.
    13. Clemens, Michael A. & Mendola, Mariapia, 2020. "Migration from Developing Countries: Selection, Income Elasticity, and Simpson's Paradox," IZA Discussion Papers 13612, Institute of Labor Economics (IZA).
    14. Gröger, André, 2021. "Easy come, easy go? Economic shocks, labor migration and the family left behind," Journal of International Economics, Elsevier, vol. 128(C).
    15. Simone Bertoli, 2010. "Networks, Sorting and Self-selection of Ecuadorian Migrants," Annals of Economics and Statistics, GENES, issue 97-98, pages 261-288.
    16. 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.
    17. Djajic, Slobodan & Kirdar, Murat G. & Vinogradova, Alexandra, 2016. "Source-country earnings and emigration," Journal of International Economics, Elsevier, vol. 99(C), pages 46-67.
    18. Lucas Guichard, 2020. "Self-selection of Asylum Seekers: Evidence From Germany," Demography, Springer;Population Association of America (PAA), vol. 57(3), pages 1089-1116, June.
    19. 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.
    20. Matthias Parey & Jens Ruhose & Fabian Waldinger & Nicolai Netz, 2017. "The Selection of High-Skilled Emigrants," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 776-792, December.

    More about this item

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:13821. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.