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The Causal Effect of Deficiency at English on Female Immigrants' Labor Market Outcomes in the UK

  • Miranda, Alfonso

    ()

    (CIDE, Mexico City)

  • Zhu, Yu

    ()

    (University of Dundee)

We investigate the extent to which deficiency at English as measured by English as Additional Language (EAL), contribute to the immigrant-native wage gap for female employees in the UK, controlling for covariates. To deal with the endogeneity of EAL and a substantial problem of self-selection into employment we suggest a 3-step estimator (TSE). The properties of this estimator are investigated in a Monte Carlo simulation study and we show evidence that TSE delivers a consistent and asymptotically normal estimator. We find a large and statistically significant causal effect of EAL on the immigrant-native wage gap for women.

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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 7841.

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Length: 47 pages
Date of creation: Dec 2013
Date of revision:
Handle: RePEc:iza:izadps:dp7841
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  1. Dustmann, Christian & Fabbri, Francesca, 2000. "Language Proficiency and Labour Market Performance of Immigrants in the UK," CEPR Discussion Papers 2487, C.E.P.R. Discussion Papers.
  2. Hoyt Bleakley & Aimee Chin, 2009. "Age at Arrival, English Proficiency, and Social Assimilation Among U.S. Immigrants," CReAM Discussion Paper Series 0913, Centre for Research and Analysis of Migration (CReAM), Department of Economics, University College London.
  3. Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
  4. Francine D Blau & Lawrence M Kahn & Kerry L Papps, 2011. "Gender, Source Country Characteristics, and Labor Market Assimilation among Immigrants," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 43-58, February.
  5. Giuseppe De Luca, 2008. "SNP and SML estimation of univariate and bivariate binary-choice models," Stata Journal, StataCorp LP, vol. 8(2), pages 190-220, June.
  6. van Ours, Jan C. & Veenman, Justus, 2006. "Age at immigration and educational attainment of young immigrants," Economics Letters, Elsevier, vol. 90(3), pages 310-316, March.
  7. Dustmann, Christian, 1994. "Speaking Fluency, Writing Fluency and Earnings of Migrants," Journal of Population Economics, Springer, vol. 7(2), pages 133-56.
  8. Dustmann, Christian & van Soest, Arthur, 1998. "Language and the Earnings of Immigrants," CEPR Discussion Papers 2012, C.E.P.R. Discussion Papers.
  9. Christian Dustmann & Stephen Machin & Uta Schönberg, 2010. "Ethnicity and Educational Achievement in Compulsory Schooling," Economic Journal, Royal Economic Society, vol. 120(546), pages F272-F297, 08.
  10. Leslie, Derek & Lindley, Joanne, 2001. "The Impact of Language Ability on Employment and Earnings of Britain's Ethnic Communities," Economica, London School of Economics and Political Science, vol. 68(272), pages 587-606, November.
  11. Whitney Newey, 1999. "Two Step Series Estimation of Sample Selection Models," Working papers 99-04, Massachusetts Institute of Technology (MIT), Department of Economics.
  12. Lindley, Joanne, 2002. "The English Language Fluency and Earnings of Ethnic Minorities in Britain," Scottish Journal of Political Economy, Scottish Economic Society, vol. 49(4), pages 467-87, September.
  13. Chiswick, Barry R, 1991. "Speaking, Reading, and Earnings among Low-Skilled Immigrants," Journal of Labor Economics, University of Chicago Press, vol. 9(2), pages 149-70, April.
  14. Gallant, A Ronald & Nychka, Douglas W, 1987. "Semi-nonparametric Maximum Likelihood Estimation," Econometrica, Econometric Society, vol. 55(2), pages 363-90, March.
  15. Miranda, Alfonso & Zhu, Yu, 2013. "English deficiency and the native–immigrant wage gap," Economics Letters, Elsevier, vol. 118(1), pages 38-41.
  16. Hoyt Bleakley & Aimee Chin, 2004. "Language Skills and Earnings: Evidence from Childhood Immigrants," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 481-496, May.
  17. Joanne K. Lindley & Angela Dale & Shirley Dex, 2006. "Ethnic differences in women's employment: the changing role of qualifications," Oxford Economic Papers, Oxford University Press, vol. 58(2), pages 351-378, April.
  18. Paul W. Miller & Barry R. Chiswick, 1999. "Language skills and earnings among legalized aliens," Journal of Population Economics, Springer, vol. 12(1), pages 63-89.
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