IDEAS home Printed from https://ideas.repec.org/a/tpr/restat/v83y2001i4p663-674.html
   My bibliography  Save this article

Language Fluency And Earnings: Estimation With Misclassified Language Indicators

Author

Listed:
  • Christian Dustmann
  • Arthur van Soest

Abstract

We use panel data to analyze the determinants of speaking fluency and wages of immigrants. Our model takes account of two problems that may bias OLS estimates of the impact of speaking fluency on earnings. First, subjective variables on an ordinal discrete scale, such as self-reported language ability, can suffer from misclassification errors. The model decomposes misclassification errors into a time-persistent and a time-varying component. Second, the model accounts for correlated unobserved heterogeneity in language and earnings equation. The main finding is that these two generalizations of the standard model both lead to substantial changes in the estimated effect of speaking fluency on earnings. © 2001 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology

Suggested Citation

  • Christian Dustmann & Arthur van Soest, 2001. "Language Fluency And Earnings: Estimation With Misclassified Language Indicators," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 663-674, November.
    • Handle: RePEc:tpr:restat:v:83:y:2001:i:4:p:663-674
    as

    Download full text from publisher

    File URL: http://www.mitpressjournals.org/doi/pdf/10.1162/003465301753237740
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    2. McManus, Walter & Gould, William & Welch, Finis, 1983. "Earnings of Hispanic Men: The Role of English Language Proficiency," Journal of Labor Economics, University of Chicago Press, vol. 1(2), pages 101-130, April.
    3. Francisco L. Rivera-Batiz, 2018. "English Language Proficiency and the Economic Progress of Immigrants," World Scientific Book Chapters, in: Francisco L Rivera-Batiz (ed.), International and Interregional Migration Theory and Evidence, chapter 11, pages 165-173, World Scientific Publishing Co. Pte. Ltd..
    4. Kossoudji, Sherrie A, 1988. "English Language Ability and the Labor Market Opportunities of Hispanic and East Asian Immigrant Men," Journal of Labor Economics, University of Chicago Press, vol. 6(2), pages 205-228, April.
    5. Dustmann, Christian, 1994. "Speaking Fluency, Writing Fluency and Earnings of Migrants," Journal of Population Economics, Springer;European Society for Population Economics, vol. 7(2), pages 133-156.
    6. Chiswick, Barry R & Miller, Paul W, 1995. "The Endogeneity between Language and Earnings: International Analyses," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 246-288, April.
    7. George J. Borjas, 2021. "Assimilation, Changes in Cohort Quality, and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 2, pages 3-29, World Scientific Publishing Co. Pte. Ltd..
    8. Gilles Grenier, 1984. "The Effects of Language Characteristics on the Wages of Hispanic-American Males," Journal of Human Resources, University of Wisconsin Press, vol. 19(1), pages 35-52.
    9. Geoffrey Carliner, 1981. "Wage Differences by Language Group and the Market for Language Skills in Canada," Journal of Human Resources, University of Wisconsin Press, vol. 16(3), pages 384-399.
    10. Douglas, Stratford M & Conway, Karen Smith & Ferrier, Gary D, 1995. "A Switching Frontier Model for Imperfect Sample Separation Information: With an Application to Constrained Labor Supply," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 36(2), pages 503-529, May.
    11. Chiswick, Barry R, 1991. "Speaking, Reading, and Earnings among Low-Skilled Immigrants," Journal of Labor Economics, University of Chicago Press, vol. 9(2), pages 149-170, April.
    12. 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..
    13. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-764, May.
    14. Lee, Lung-Fei & Porter, Robert H, 1984. "Switching Regression Models with Imperfect Sample Separation Information-With an Application on Cartel Stability," Econometrica, Econometric Society, vol. 52(2), pages 391-418, March.
    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. Gil S. Epstein & Erez Siniver, 2012. "Can an ethnic group climb up from the bottom of the ladder?," Economics Bulletin, AccessEcon, vol. 32(3), pages 2414-2441.
    3. Aldashev, Alisher & Gernandt, Johannes & Thomsen, Stephan L., 2009. "Language usage, participation, employment and earnings: Evidence for foreigners in West Germany with multiple sources of selection," Labour Economics, Elsevier, vol. 16(3), pages 330-341, June.
    4. Dustmann, Christian, 1997. "The effects of education, parental background and ethnic concentration on language," The Quarterly Review of Economics and Finance, Elsevier, vol. 37(Supplemen), pages 245-262.
    5. Mary Antonia Silles, 2018. "The Effects of Language Skills on the Economic Assimilation of Female Immigrants in the United States," Manchester School, University of Manchester, vol. 86(6), pages 789-815, December.
    6. Dustmann, C. & van Soest, A.H.O., 1999. "Parametric and Semiparametric Estimation in Models with Misclassified Categorical Dependent Variables," Discussion Paper 1999-51, Tilburg University, Center for Economic Research.
    7. Arbel, Yuval & Tobol, Yossef & Siniver, Erez, 2012. "Social Involvement and Level of Household Income among Immigrants: New Evidence from the Israeli Experience," IZA Discussion Papers 6416, Institute of Labor Economics (IZA).
    8. Chiswick, Barry R., 2008. "The Economics of Language: An Introduction and Overview," IZA Discussion Papers 3568, Institute of Labor Economics (IZA).
    9. Sorrenti, Giuseppe, 2017. "The Spanish or the German apartment? Study abroad and the acquisition of permanent skills," Economics of Education Review, Elsevier, vol. 60(C), pages 142-158.
    10. Tam, King Wa & Page, Lionel, 2016. "Effects of language proficiency on labour, social and health outcomes of immigrants in Australia," Economic Analysis and Policy, Elsevier, vol. 52(C), pages 66-78.
    11. Chiswick, Barry R. & Miller, Paul W., 2014. "International Migration and the Economics of Language," IZA Discussion Papers 7880, Institute of Labor Economics (IZA).
    12. Isphording, Ingo E. & Otten, Sebastian, 2014. "Linguistic barriers in the destination language acquisition of immigrants," Journal of Economic Behavior & Organization, Elsevier, vol. 105(C), pages 30-50.
    13. Javier Torres, 2013. "Repeat after me, my name is Javier: immigrants english prociency improvement four years after arrival," Working Papers 13-03, Centro de Investigación, Universidad del Pacífico.
    14. Christian Dustmann, 1999. "Temporary Migration, Human Capital, and Language Fluency of Migrants," Scandinavian Journal of Economics, Wiley Blackwell, vol. 101(2), pages 297-314, June.
    15. Gao, Wenshu & Smyth, Russell, 2011. "Economic returns to speaking 'standard Mandarin' among migrants in China's urban labour market," Economics of Education Review, Elsevier, vol. 30(2), pages 342-352, April.
    16. Verdier, Thierry & Zenou, Yves, 2017. "The role of social networks in cultural assimilation," Journal of Urban Economics, Elsevier, vol. 97(C), pages 15-39.
    17. Prummer, Anja & Siedlarek, Jan-Peter, 2014. "Institutions And The Preservation Of Cultural Traits," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 470, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
    18. Dustmann C. & Van Soest A., 2004. "An Analysis of Speaking Fluency of Immigrants Using Ordered Response Models With Classification Errors," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 312-321, July.
    19. Budría, Santiago & Swedberg, Pablo, 2014. "The Impact of Multilingualism on Spanish Language Acquisition among Immigrants in Spain," IZA Discussion Papers 8748, Institute of Labor Economics (IZA).
    20. Michael A. Shields & Stephen Wheatley Price, 2002. "The English language fluency and occupational success of ethnic minority immigrant men living in English metropolitan areas," Journal of Population Economics, Springer;European Society for Population Economics, vol. 15(1), pages 137-160.

    More about this item

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; 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:tpr:restat:v:83:y:2001:i:4:p:663-674. 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: Kelly McDougall (email available below). General contact details of provider: https://direct.mit.edu/journals .

    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.