IDEAS home Printed from https://ideas.repec.org/p/bge/wpaper/783.html
   My bibliography  Save this paper

The Effect of Immigration on Wages: Exploiting Exogenous Variation at the National Level

Author

Listed:
  • Joan Llull

Abstract

This paper estimates the effect of immigration on native wages at the national level taking into account the endogenous allocation of immigrants across skill cells. Time-varying exogenous variation across skill cells for a given country is provided by interactions of push factors, distance, and skill cell dummies: distance mitigates the effect of push factors more severely for less educated and middle experienced. Because the analysis focuses on the United States and Canada, I propose a two-stage approach (Sub-Sample 2SLS) that estimates the first stage regression with an augmented sample of destination countries, and the second stage equation with the restricted sub-sample of interest. I derive asymptotic results for this estimator, and suggest several applications beyond the current one. The empirical analysis indicates a substantial bias in estimated OLS wage elasticities to immigration. Sub-Sample 2SLS estimates average - 1:2 and are very stable to the use of alternative instruments.

Suggested Citation

  • Joan Llull, 2014. "The Effect of Immigration on Wages: Exploiting Exogenous Variation at the National Level," Working Papers 783, Barcelona School of Economics.
  • Handle: RePEc:bge:wpaper:783
    as

    Download full text from publisher

    File URL: http://www.barcelonagse.eu/sites/default/files/working_paper_pdfs/783.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Melitz, Jacques & Toubal, Farid, 2014. "Native language, spoken language, translation and trade," Journal of International Economics, Elsevier, vol. 93(2), pages 351-363.
    2. Sari Pekkala Kerr & William R. Kerr, 2011. "Economic Impacts of Immigration: A Survey," Finnish Economic Papers, Finnish Economic Association, vol. 24(1), pages 1-32, Spring.
    3. Gianmarco I. P. Ottaviano & Giovanni Peri, 2021. "Rethinking The Effect Of Immigration On Wages," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 9, pages 245-290, World Scientific Publishing Co. Pte. Ltd..
    4. Saiz, Albert, 2007. "Immigration and housing rents in American cities," Journal of Urban Economics, Elsevier, vol. 61(2), pages 345-371, March.
    5. Rachel M. Friedberg, 2001. "The Impact of Mass Migration on the Israeli Labor Market," The Quarterly Journal of Economics, Oxford University Press, vol. 116(4), pages 1373-1408.
    6. 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.
    7. Jennifer Hunt, 1992. "The Impact of the 1962 Repatriates from Algeria on the French Labor Market," ILR Review, Cornell University, ILR School, vol. 45(3), pages 556-572, April.
    8. 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.
    9. 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.
    10. Douglas Almond & Joseph J. Doyle & Amanda E. Kowalski & Heidi Williams, 2010. "Estimating Marginal Returns to Medical Care: Evidence from At-risk Newborns," The Quarterly Journal of Economics, Oxford University Press, vol. 125(2), pages 591-634.
    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.
    12. 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.
    13. 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.
    14. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    15. Christian Dustmann & Tommaso Frattini & Ian P. Preston, 2013. "The Effect of Immigration along the Distribution of Wages," Review of Economic Studies, Oxford University Press, vol. 80(1), pages 145-173.
    16. Bernt Bratsberg & Oddbjørn Raaum, 2012. "Immigration and Wages: Evidence from Construction," Economic Journal, Royal Economic Society, vol. 122(565), pages 1177-1205, December.
    17. 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.
    18. Joshua D. Angrist & Adriana D. Kugler, 2003. "Protective or counter-productive? labour market institutions and the effect of immigration on eu natives," Economic Journal, Royal Economic Society, vol. 113(488), pages 302-331, June.
    19. Atsushi Inoue & Gary Solon, 2010. "Two-Sample Instrumental Variables Estimators," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 557-561, August.
    20. 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.
    21. Currie, Janet & Yelowitz, Aaron, 2000. "Are public housing projects good for kids?," Journal of Public Economics, Elsevier, vol. 75(1), pages 99-124, January.
    22. Tullio Jappelli & Jörn-Steffen Pischke & Nicholas S. Souleles, 1998. "Testing For Liquidity Constraints In Euler Equations With Complementary Data Sources," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 251-262, May.
    23. Thomas S. Dee & William N. Evans, 2003. "Teen Drinking and Educational Attainment: Evidence from Two-Sample Instrumental Variables Estimates," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 178-209, January.
    24. repec:fth:pennfi:69 is not listed on IDEAS
    25. 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, January-J.
    26. 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.
    27. 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..
    28. Raquel Carrasco & Juan Jimeno & A. Ortega, 2008. "The effect of immigration on the labor market performance of native-born workers: some evidence for Spain," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(3), pages 627-648, July.
    29. Abdurrahman Aydemir & George J. Borjas, 2007. "Cross-Country Variation in the Impact of International Migration: Canada, Mexico, and the United States," Journal of the European Economic Association, MIT Press, vol. 5(4), pages 663-708, June.
    30. 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.
    31. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    32. Raquel Carrasco & Juan Ramón García & Ana Carolina Ortega, "undated". "The Effect of Immigration on the Employment Opportunities of Native-Born Workers: Some Evidence for Spain," Working Papers 2004-17, FEDEA.
    33. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    34. 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.
    35. 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.
    36. 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.
    37. Bernt Bratsberg & Oddbjørn Raaum & Marianne Røed & Pål Schøne, 2014. "Immigration Wage Effects by Origin," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(2), pages 356-393, April.
    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. Joan Llull, 2018. "Immigration, Wages, and Education: A Labour Market Equilibrium Structural Model," Review of Economic Studies, Oxford University Press, vol. 85(3), pages 1852-1896.
    2. 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.
    3. 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.
    4. Sari Pekkala Kerr & William R. Kerr, 2011. "Economic Impacts of Immigration: A Survey," Finnish Economic Papers, Finnish Economic Association, vol. 24(1), pages 1-32, Spring.
    5. Committee, Nobel Prize, 2021. "Answering causal questions using observational data," Nobel Prize in Economics documents 2021-2, Nobel Prize Committee.
    6. 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.
    7. 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.
    8. Simonetta Longhi & Peter Nijkamp & Jacques Poot, 2009. "Regional Economic Impacts of Immigration: A Review," Tinbergen Institute Discussion Papers 09-047/3, Tinbergen Institute, revised 23 Jul 2009.
    9. Bodvarsson, Örn B. & Van den Berg, Hendrik F. & Lewer, Joshua J., 2008. "Measuring immigration's effects on labor demand: A reexamination of the Mariel Boatlift," Labour Economics, Elsevier, vol. 15(4), pages 560-574, August.
    10. Aydemir, Abdurrahman B. & Kırdar, Murat G., 2017. "Quasi-experimental impact estimates of immigrant labor supply shocks: The role of treatment and comparison group matching and relative skill composition," European Economic Review, Elsevier, vol. 98(C), pages 282-315.
    11. Lemos, Sara & Portes, Jonathan, 2008. "New Labour? The Impact of Migration from Central and Eastern European Countries on the UK Labour Market," IZA Discussion Papers 3756, Institute of Labor Economics (IZA).
    12. Edo, Anthony & Rapoport, Hillel, 2019. "Minimum wages and the labor market effects of immigration," Labour Economics, Elsevier, vol. 61(C).
    13. Christian Dustmann & Albrecht Glitz & Tommaso Frattini, 2008. "The labour market impact of immigration," Oxford Review of Economic Policy, Oxford University Press, vol. 24(3), pages 478-495, Autumn.
    14. Sara de la Rica & Albretch Glitz & Francesc Ortega, 2013. "Immigration in Europe: Trends, Policies and Empirical Evidence," Working Papers 2013-16, FEDEA.
    15. Anthony Edo, 2017. "The Impact of Immigration on Wage Dynamics: Evidence from the Algerian Independence War," CESifo Working Paper Series 6595, CESifo.
    16. Bernt Bratsberg & Oddbjørn Raaum & Marianne Røed & Pål Schøne, 2010. "Immigration Wage Impacts by Origin," CReAM Discussion Paper Series 1030, Centre for Research and Analysis of Migration (CReAM), Department of Economics, University College London.
    17. Christian Dustmann & Joseph-Simon Görlach, 2016. "The Economics of Temporary Migrations," Journal of Economic Literature, American Economic Association, vol. 54(1), pages 98-136, March.
    18. Ortega, Javier & Verdugo, Gregory, 2011. "Immigration and the Occupational Choice of Natives: A Factor Proportions Approach," IZA Discussion Papers 5451, Institute of Labor Economics (IZA).
    19. 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.
    20. 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.

    More about this item

    Keywords

    Immigration; wages; sub-sample two-stage least squares;
    All these keywords.

    JEL classification:

    • 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:783. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://edirc.repec.org/data/bargses.html .

    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 hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.