IDEAS home Printed from https://ideas.repec.org/p/bge/wpaper/711.html
   My bibliography  Save this paper

Immigration, Wages, and Education: A Labor Market Equilibrium Structural Model

Author

Listed:
  • Joan Llull

Abstract

This paper analyzes the effect of immigration on wages taking into account human capital and labor supply adjustments. Using U.S. micro-data for 1967-2007, I estimate a labor market equilibrium model that includes endogenous decisions on education, participation, and occupation, and allows for skill-biased technical change. Results suggest important labor market adjustments that mitigate the effect of immigration on wages. These adjustments include career switches, labor market detachment and changes in schooling decisions, and are heterogeneous across the workforce. The adjustments generate substantial self-selection biases at the lower tail of the wage distribution that are corrected by the estimated model.

Suggested Citation

  • Joan Llull, 2013. "Immigration, Wages, and Education: A Labor Market Equilibrium Structural Model," Working Papers 711, Barcelona School of Economics.
  • Handle: RePEc:bge:wpaper:711
    as

    Download full text from publisher

    File URL: http://www.barcelonagse.eu/sites/default/files/working_paper_pdfs/711.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Sumru Altuğ & Robert A. Miller, 1998. "The Effect of Work Experience on Female Wages and Labour Supply," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(1), pages 45-85.
    2. Saiz, Albert, 2007. "Immigration and housing rents in American cities," Journal of Urban Economics, Elsevier, vol. 61(2), pages 345-371, March.
    3. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters, in: The Economics of International Migration, chapter 3, pages 81-115, World Scientific Publishing Co. Pte. Ltd..
    4. David Card, 1990. "The Impact of the Mariel Boatlift on the Miami Labor Market," ILR Review, Cornell University, ILR School, vol. 43(2), pages 245-257, January.
    5. Patricia Cortes, 2008. "The Effect of Low-Skilled Immigration on U.S. Prices: Evidence from CPI Data," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 381-422, June.
    6. Victor Aguirregabiria & Pedro Mira, 2002. "Swapping the Nested Fixed Point Algorithm: A Class of Estimators for Discrete Markov Decision Models," Econometrica, Econometric Society, vol. 70(4), pages 1519-1543, July.
    7. M. Keane & R. Mofitt, 1995. "A Structural Model of Multiple Welfare Program Participation and Labor Supply," Working Papers 95-4, Brown University, Department of Economics.
    8. James Heckman & Lance Lochner & Christopher Taber, 1998. "Explaining Rising Wage Inequality: Explanations With A Dynamic General Equilibrium Model of Labor Earnings With Heterogeneous Agents," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(1), pages 1-58, January.
    9. Keane, Michael & Moffitt, Robert, 1998. "A Structural Model of Multiple Welfare Program Participation and Labor Supply," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(3), pages 553-589, August.
    10. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters,in: The Economics of International Migration, chapter 3, pages 81-115 World Scientific Publishing Co. Pte. Ltd..
    11. 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, December.
    12. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    13. Greenwood, Jeremy & Hercowitz, Zvi & Krusell, Per, 1997. "Long-Run Implications of Investment-Specific Technological Change," American Economic Review, American Economic Association, vol. 87(3), pages 342-362, June.
    14. Donghoon Lee, 2005. "An Estimable Dynamic General Equilibrium Model Of Work, Schooling, And Occupational Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 46(1), pages 1-34, February.
    15. McFadden, Daniel, 1989. "A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration," Econometrica, Econometric Society, vol. 57(5), pages 995-1026, September.
    16. George J. Borjas & Lawrence F. Katz, 2007. "The Evolution of the Mexican-Born Workforce in the United States," NBER Chapters, in: Mexican Immigration to the United States, pages 13-56, National Bureau of Economic Research, Inc.
    17. Zvi Eckstein & Yoram Weiss, 2004. "On The Wage Growth of Immigrants: Israel, 1990-2000," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 665-695, June.
    18. Marco Manacorda & Alan Manning & Jonathan Wadsworth, 2012. "The Impact Of Immigration On The Structure Of Wages: Theory And Evidence From Britain," Journal of the European Economic Association, European Economic Association, vol. 10(1), pages 120-151, February.
    19. Keane, Michael P & Wolpin, Kenneth I, 1994. "The Solution and Estimation of Discrete Choice Dynamic Programming Models by Simulation and Interpolation: Monte Carlo Evidence," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 648-672, November.
    20. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    21. Browning, Martin & Deaton, Angus & Irish, Margaret, 1985. "A Profitable Approach to Labor Supply and Commodity Demands over the Life-Cycle," Econometrica, Econometric Society, vol. 53(3), pages 503-543, May.
    22. Joseph G. Altonji & David Card, 1991. "The Effects of Immigration on the Labor Market Outcomes of Less-skilled Natives," NBER Chapters, in: Immigration, Trade, and the Labor Market, pages 201-234, National Bureau of Economic Research, Inc.
    23. Jennifer Hunt, 2017. "The Impact of Immigration on the Educational Attainment of Natives," Journal of Human Resources, University of Wisconsin Press, vol. 52(4), pages 1060-1118.
    24. Robert J. LaLonde & Robert H. Topel, 1991. "Labor Market Adjustments to Increased Immigration," NBER Chapters, in: Immigration, Trade, and the Labor Market, pages 167-199, National Bureau of Economic Research, Inc.
    25. Jacob A. Mincer, 1974. "Age and Experience Profiles of Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 64-82, National Bureau of Economic Research, Inc.
    26. Gueorgui Kambourov & Iourii Manovskii, 2009. "Occupational Mobility and Wage Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(2), pages 731-759.
    27. Christopher L. Smith, 2012. "The Impact of Low-Skilled Immigration on the Youth Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 30(1), pages 55-89.
    28. Joan Llull, 2018. "The Effect of Immigration on Wages: Exploiting Exogenous Variation at the National Level," Journal of Human Resources, University of Wisconsin Press, vol. 53(3), pages 608-662.
    29. George J. Borjas, 2007. "Mexican Immigration to the United States," NBER Books, National Bureau of Economic Research, Inc, number borj06-1, March.
    30. Claudia Goldin, 1994. "The Political Economy of Immigration Restriction in the United States, 1890 to 1921," NBER Chapters, in: The Regulated Economy: A Historical Approach to Political Economy, pages 223-258, National Bureau of Economic Research, Inc.
    31. Per Krusell & Anthony A. Smith & Jr., 1998. "Income and Wealth Heterogeneity in the Macroeconomy," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 867-896, October.
    32. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    33. repec:eee:labchp:v:1:y:1986:i:c:p:429-471 is not listed on IDEAS
    34. Claudia Goldin & Gary D. Libecap, 1994. "Introduction to "The Regulated Economy: A Historical Approach to Political Economy"," NBER Chapters, in: The Regulated Economy: A Historical Approach to Political Economy, pages 1-12, National Bureau of Economic Research, Inc.
    35. Borjas, George J, 1983. "The Substitutability of Black, Hispanic, and White Labor," Economic Inquiry, Western Economic Association International, vol. 21(1), pages 93-106, January.
    36. 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, December.
    37. Christian Dustmann & Tommaso Frattini & Ian P. Preston, 2013. "The Effect of Immigration along the Distribution of Wages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(1), pages 145-173.
    38. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    39. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    40. Donghoon Lee & Kenneth I. Wolpin, 2006. "Intersectoral Labor Mobility and the Growth of the Service Sector," Econometrica, Econometric Society, vol. 74(1), pages 1-46, January.
    41. Thomas Lemieux, 2006. "Increasing Residual Wage Inequality: Composition Effects, Noisy Data, or Rising Demand for Skill?," American Economic Review, American Economic Association, vol. 96(3), pages 461-498, June.
    42. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    43. George J. Borjas & Richard B. Freeman, 1992. "Immigration and the Work Force: Economic Consequences for the United States and Source Areas," NBER Books, National Bureau of Economic Research, Inc, number borj92-1, March.
    44. Borjas, George J. (ed.), 2007. "Mexican Immigration to the United States," National Bureau of Economic Research Books, University of Chicago Press, edition 2, number 9780226066325, December.
    45. Grossman, Jean Baldwin, 1982. "The Substitutability of Natives and Immigrants in Production," The Review of Economics and Statistics, MIT Press, vol. 64(4), pages 596-603, November.
    46. George J. Borjas & Jeffrey Grogger & Gordon H. Hanson, 2008. "Imperfect Substitution between Immigrants and Natives: A Reappraisal," NBER Working Papers 13887, National Bureau of Economic Research, Inc.
    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. Lewis, Ethan & Peri, Giovanni, 2015. "Immigration and the Economy of Cities and Regions," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 625-685, Elsevier.
    3. Joan Llull, 2018. "The Effect of Immigration on Wages: Exploiting Exogenous Variation at the National Level," Journal of Human Resources, University of Wisconsin Press, vol. 53(3), pages 608-662.
    4. Ortega, Javier & Verdugo, Gregory, 2014. "The impact of immigration on the French labor market: Why so different?," Labour Economics, Elsevier, vol. 29(C), pages 14-27.
    5. 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.
    6. Hammer, Luisa & Hertweck, Matthias S., 2022. "EU enlargement and (temporary) migration: Effects on labour market outcomes in Germany," Discussion Papers 02/2022, Deutsche Bundesbank.
    7. Steinhardt Max Friedrich, 2011. "The Wage Impact of Immigration in Germany - New Evidence for Skill Groups and Occupations," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-35, June.
    8. Ortega, J. & Verdugo, G., 2011. "Immigration and the Occupational Choice of Natives: a Factor Proportions Approach," Working papers 335, Banque de France.
    9. Committee, Nobel Prize, 2021. "Answering causal questions using observational data," Nobel Prize in Economics documents 2021-2, Nobel Prize Committee.
    10. Sara de la Rica & Albretch Glitz & Francesc Ortega, 2013. "Immigration in Europe: Trends, Policies and Empirical Evidence," Working Papers 2013-16, FEDEA.
    11. Lebow Jeremy, 2022. "The labor market effects of Venezuelan migration to Colombia: reconciling conflicting results," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 13(1), pages 1-49, January.
    12. Anthony Edo, 2017. "The Impact of Immigration on Wage Dynamics: Evidence from the Algerian Independence War," CESifo Working Paper Series 6595, CESifo.
    13. Michael Clemens, 2013. "The Effect of Foreign Labor on Native Employment: A Job-Specific Approach and Application to North Carolina Farms- Working Paper 326," Working Papers 326, Center for Global Development.
    14. S. Longhi & P. Nijkamp & J. Poot, 2010. "Joint impacts of immigration on wages and employment: review and meta-analysis," Journal of Geographical Systems, Springer, vol. 12(4), pages 355-387, December.
    15. Edo, Anthony & Toubal, Farid, 2017. "Immigration and the gender wage gap," European Economic Review, Elsevier, vol. 92(C), pages 196-214.
    16. Chletsos Michael & Roupakias Stelios, 2019. "Do Immigrants Compete with Natives in the Greek Labour Market? Evidence from the Skill-Cell Approach before and during the Great Recession," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(2), pages 1-30, April.
    17. Joan Llull, 2021. "Immigration and Gender Differences in the Labor Market," Journal of Human Capital, University of Chicago Press, vol. 15(1), pages 174-203.
    18. Andrés Rodríguez-Pose & Viola von Berlepsch, 2012. "When migrants rule: the legacy of mass migration on economic development in the US," Papers in Evolutionary Economic Geography (PEEG) 1216, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2012.
    19. Stuhler, Jan & Jaeger, David & Ruist, Joakim, 2018. "Shift-Share Instruments and the Impact of Immigration," CEPR Discussion Papers 12701, C.E.P.R. Discussion Papers.
    20. Jean-François Maystadt & Valerie Mueller & Ashwini Sebastian, 2016. "Environmental Migration and Labor Markets in Nepal," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(2), pages 417-452.

    More about this item

    Keywords

    Immigration; wages; human capital; labor supply; dynamic discrete choice; labor market equilibrium;
    All these keywords.

    JEL classification:

    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor
    • 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

    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:bge:wpaper:711. 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: Bruno Guallar (email available below). General contact details of provider: https://edirc.repec.org/data/bargses.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.