IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/16229.html
   My bibliography  Save this paper

Attenuation Bias in Measuring the Wage Impact of Immigration

Author

Listed:
  • Abdurrahman Aydemir
  • George J. Borjas

Abstract

Although economic theory predicts an inverse relation between relative wages and immigration-induced supply shifts, it has been difficult to document such effects. The weak evidence may be partly due to sampling error in a commonly used measure of the supply shift, the immigrant share of the workforce. After controlling for permanent factors that determine wages in specific labor markets, little variation remains in the immigrant share. We find significant sampling error in this measure of supply shifts in Canadian and U.S. Census data. Correcting for the resulting attenuation bias can substantially increase existing estimates of the wage impact of immigration.

Suggested Citation

  • Abdurrahman Aydemir & George J. Borjas, 2010. "Attenuation Bias in Measuring the Wage Impact of Immigration," NBER Working Papers 16229, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:16229
    Note: LS
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w16229.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Aigner, Dennis J., 1973. "Regression with a binary independent variable subject to errors of observation," Journal of Econometrics, Elsevier, vol. 1(1), pages 49-59, March.
    2. Griliches, Zvi & Mason, William M, 1972. "Education, Income, and Ability," Journal of Political Economy, University of Chicago Press, vol. 80(3), pages 74-103, Part II, .
    3. 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.
    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, March.
    5. Mary Kritz & Douglas Gurak, 2001. "The impact of immigration on the internal migration of natives and immigrants," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 133-145, February.
    6. Simonetta Longhi & Peter Nijkamp & Jacques Poot, 2005. "A Meta‐Analytic Assessment of the Effect of Immigration on Wages," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 451-477, July.
    7. Bound, John & Brown, Charles & Mathiowetz, Nancy, 2001. "Measurement error in survey data," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 59, pages 3705-3843, Elsevier.
    8. Bound, John & Krueger, Alan B, 1991. "The Extent of Measurement Error in Longitudinal Earnings Data: Do Two Wrongs Make a Right?," Journal of Labor Economics, University of Chicago Press, vol. 9(1), pages 1-24, January.
    9. 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.
    10. George J. Borjas, 2021. "Does Immigration Grease the Wheels of the Labor Market?," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 14, pages 431-484, World Scientific Publishing Co. Pte. Ltd..
    11. Freeman, Richard B, 1984. "Longitudinal Analyses of the Effects of Trade Unions," Journal of Labor Economics, University of Chicago Press, vol. 2(1), pages 1-26, January.
    12. Deaton, Angus, 1985. "Panel data from time series of cross-sections," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 109-126.
    13. J.J. Heckman & E.E. Leamer (ed.), 2001. "Handbook of Econometrics," Handbook of Econometrics, Elsevier, edition 1, volume 5, number 5.
    14. Rachel M. Friedberg & Jennifer Hunt, 1995. "The Impact of Immigrants on Host Country Wages, Employment and Growth," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 23-44, Spring.
    15. George J. Borjas & Richard B. Freeman & Lawrence F. Katz, 1992. "On the Labor Market Effects of Immigration and Trade," NBER Chapters, in: Immigration and the Work Force: Economic Consequences for the United States and Source Areas, pages 213-244, National Bureau of Economic Research, Inc.
    16. Angrist, Joshua D & Krueger, Alan B, 1995. "Split-Sample Instrumental Variables Estimates of the Return to Schooling," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 225-235, April.
    17. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    18. Thomas J. Kane & Cecilia Elena Rouse & Douglas Staiger, 1999. "Estimating Returns to Schooling When Schooling is Misreported," NBER Working Papers 7235, National Bureau of Economic Research, Inc.
    19. Christina Paxson & Jane Waldfogel, 2002. "Work, Welfare, and Child Maltreatment," Journal of Labor Economics, University of Chicago Press, vol. 20(3), pages 435-474, July.
    20. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    21. George J. Borjas & Richard B. Freeman & Lawrence F. Katz, 2021. "How Much Do Immigration and Trade Affect Labor Market Outcomes?," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 8, pages 163-234, World Scientific Publishing Co. Pte. Ltd..
    22. Adriano Paggiaro & Nicola Torelli, 2004. "The effect of classification errors in survival data analysis," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 13(2), pages 213-225, September.
    23. George J. Borjas, 2021. "Native Internal Migration and the Labor Market Impact of Immigration," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 10, pages 275-312, World Scientific Publishing Co. Pte. Ltd..
    24. 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, March.
    25. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    26. 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.
    27. Mishra, Prachi, 2007. "Emigration and wages in source countries: Evidence from Mexico," Journal of Development Economics, Elsevier, vol. 82(1), pages 180-199, January.
    28. George J. Borjas, 1987. "Immigrants, Minorities, and Labor Market Competition," ILR Review, Cornell University, ILR School, vol. 40(3), pages 382-392, April.
    29. Card, David, 2001. "Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 22-64, January.
    30. Joshua D. Angrist & Alan B. Krueger, 1993. "Split Sample Instrumental Variables," Working Papers 699, Princeton University, Department of Economics, Industrial Relations Section..
    31. Aslan Zorlu & Joop Hartog, 2005. "The effect of immigration on wages in three european countries," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(1), pages 113-151, December.
    32. Ethan Lewis, 2005. "Immigration, Skill Mix, and the Choice of Technique," Working Papers 05-04, Center for Economic Studies, U.S. Census Bureau.
    33. Butcher, Kristin F & Card, David, 1991. "Immigration and Wages: Evidence from the 1980's," American Economic Review, American Economic Association, vol. 81(2), pages 292-296, May.
    34. Jörn-Steffen Pischke & Johannes Velling, 1997. "Employment Effects Of Immigration To Germany: An Analysis Based On Local Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 594-604, November.
    35. Albert Saiz, 2003. "Room in the Kitchen for the Melting Pot: Immigration and Rental Prices," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 502-521, August.
    36. George J. Borjas, 2021. "The Labor Demand Curve Is Downward Sloping: Reexamining The Impact Of Immigration On The Labor Market," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 9, pages 235-274, World Scientific Publishing Co. Pte. Ltd..
    37. Thomas J. Kane & Cecilia Rouse & Douglas Staiger, 1999. "Estimating Returns to Schooling When Schooling is Misreported," Working Papers 798, Princeton University, Department of Economics, Industrial Relations Section..
    38. 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.
    39. Randall Filer, 1992. "The Effect of Immigrant Arrivals on Migratory Patterns of Native Workers," NBER Chapters, in: Immigration and the Work Force: Economic Consequences for the United States and Source Areas, pages 245-270, National Bureau of Economic Research, Inc.
    40. 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.
    41. John M. Abowd & Richard B. Freeman, 1991. "Immigration, Trade, and the Labor Market," NBER Books, National Bureau of Economic Research, Inc, number abow91-1.
    42. Levi, Maurice D, 1973. "Errors in the Variables Bias in the Presence of Correctly Measured Variables," Econometrica, Econometric Society, vol. 41(5), pages 985-986, September.
    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. Liesbet Okkerse, 2008. "How To Measure Labour Market Effects Of Immigration: A Review," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 1-30, February.
    2. 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.
    3. 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.
    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. Gianmarco I.P. Ottaviano & Giovanni Peri, 2005. "Rethinking the Gains from Immigration: Theory and Evidence from the U.S," NBER Working Papers 11672, National Bureau of Economic Research, Inc.
    6. George J. Borjas, 2021. "Native Internal Migration and the Labor Market Impact of Immigration," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 10, pages 275-312, World Scientific Publishing Co. Pte. Ltd..
    7. Kifle, Temesgen, 2009. "The effect of immigration on the earnings of native-born workers: Evidence from Australia," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(2), pages 350-356, March.
    8. Wozniak, Abigail & Murray, Thomas J., 2012. "Timing is everything: Short-run population impacts of immigration in US cities," Journal of Urban Economics, Elsevier, vol. 72(1), pages 60-78.
    9. Abdurrahman Aydemir & George J. Borjas, 2006. "A Comparative Analysis of the Labor Market Impact of International Migration: Canada, Mexico, and the United States," NBER Working Papers 12327, National Bureau of Economic Research, Inc.
    10. 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.
    11. Leah Platt Boustan & Price V. Fishback & Shawn Kantor, 2010. "The Effect of Internal Migration on Local Labor Markets:American Cities during the Great Depression," Journal of Labor Economics, University of Chicago Press, vol. 28(4), pages 719-746, October.
    12. 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.
    13. 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).
    14. Orrenius, Pia M. & Zavodny, Madeline, 2007. "Does immigration affect wages? A look at occupation-level evidence," Labour Economics, Elsevier, vol. 14(5), pages 757-773, October.
    15. 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.
    16. Chletsos, Michael & Roupakias, Stelios, 2012. "The impact of immigration on the greek labor market," MPRA Paper 39872, University Library of Munich, Germany.
    17. 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..
    18. Marie Howland & Doan Nguyen, 2010. "The Impact of Immigration on Four Low-Wage Industries in the 1990s," Economic Development Quarterly, , vol. 24(2), pages 99-109, May.
    19. Brücker, Herbert & Hauptmann, Andreas & Jahn, Elke J. & Upward, Richard, 2014. "Migration and imperfect labor markets: Theory and cross-country evidence from Denmark, Germany and the UK," European Economic Review, Elsevier, vol. 66(C), pages 205-225.
    20. 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.

    More about this item

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • J0 - Labor and Demographic Economics - - General
    • J6 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and 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:nbr:nberwo:16229. 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/nberrus.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: (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 hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.