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

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  • 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
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    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. 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.
    6. Rachel M. Friedberg, 2001. "The Impact of Mass Migration on the Israeli Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1373-1408.
    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, President and Fellows of Harvard College, 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," The Review of Economic Studies, Review of Economic Studies Ltd, 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. 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.
    19. 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.
    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.
    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, October.
    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. Manuel Arellano & Costas Meghir, 1992. "Female Labour Supply and On-the-Job Search: An Empirical Model Estimated Using Complementary Data Sets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 537-559.
    35. 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.
    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.
    37. 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.
    38. 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.
    39. Albrecht Glitz, 2012. "The Labor Market Impact of Immigration: A Quasi-Experiment Exploiting Immigrant Location Rules in Germany," Journal of Labor Economics, University of Chicago Press, vol. 30(1), pages 175-213.
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    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

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