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Returns to Schooling among Immigrants in Spain: A Quantile Regression Approach

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  • Budría, Santiago

    (Universidad Nebrija)

  • Swedberg, Pablo

    (St. Louis University)

  • Fonseca, Marlene

Abstract

This paper explores the impact of educational attainment on immigrant earnings in Spain using a Quantile Regression approach. Most of the previous research on the impact schooling on earnings has focused on the mean effect neglecting the discrepancies that arise from unobserved heterogeneity. This paper uses the Spanish National Immigrant Survey (NIS), a large-scale immigration survey published by the Spanish National Statistics Institute in 2008. We find that the return to higher education is on average roughly 17%. Interestingly, the impact is twice as strong (20.7%) for immigrants at the top two quintile(s) of the conditional earnings distribution than for those at the bottom of the distribution (10%). This result suggests that the benefits derived from higher education are particularly relevant for individuals with stronger unobserved abilities and marketable skills. By contrast, individuals in the middle and particularly lower quintiles fail to reap a significant return. The large degree of heterogeneity for the returns to schooling found in our research suggests that higher education may be less effective among specific population groups.

Suggested Citation

  • Budría, Santiago & Swedberg, Pablo & Fonseca, Marlene, 2016. "Returns to Schooling among Immigrants in Spain: A Quantile Regression Approach," IZA Discussion Papers 10064, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp10064
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    References listed on IDEAS

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    1. Joop Hartog & Pedro Pereira & Jose Vieira, 2001. "Changing returns to education in Portugal during the 1980s and early 1990s: OLS and quantile regression estimators," Applied Economics, Taylor & Francis Journals, vol. 33(8), pages 1021-1037.
    2. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    3. William Fellner, 1979. "Contemporary Economic Problems, 1979," Books, American Enterprise Institute, number 918293, September.
    4. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    5. Elena Bárcena-Mart�n & Santiago Budr�a & Ana I. Moro-Egido, 2012. "Skill mismatches and wages among European university graduates," Applied Economics Letters, Taylor & Francis Journals, vol. 19(15), pages 1471-1475, October.
    6. Michael Beenstock & Barry Chiswick & Ari Paltiel, 2010. "Testing the immigrant assimilation hypothesis with longitudinal data," Review of Economics of the Household, Springer, vol. 8(1), pages 7-27, March.
    7. Friedberg, Rachel M, 2000. "You Can't Take It with You? Immigrant Assimilation and the Portability of Human Capital," Journal of Labor Economics, University of Chicago Press, vol. 18(2), pages 221-251, April.
    8. McGuinness, Seamus & Bennett, Jessica, 2007. "Overeducation in the graduate labour market: A quantile regression approach," Economics of Education Review, Elsevier, vol. 26(5), pages 521-531, October.
    9. Alicia Adsera & Barry Chiswick, 2007. "Are there gender and country of origin differences in immigrant labor market outcomes across European destinations?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 20(3), pages 495-526, July.
    10. José‐Ignacio Antón & Rafael Muñoz de Bustillo & Miguel Carrera, 2010. "From guests to hosts: immigrant‐native wage differentials in Spain," International Journal of Manpower, Emerald Group Publishing Limited, vol. 31(6), pages 645-659, September.
    11. José A. F. Machado & José Mata, 2001. "Earning functions in Portugal 1982-1994: Evidence from quantile regressions," Empirical Economics, Springer, vol. 26(1), pages 115-134.
    12. Chiswick, Barry R, 1978. "The Effect of Americanization on the Earnings of Foreign-born Men," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 897-921, October.
    13. Chiswick, Barry R. & Miller, Paul W., 2007. "The International Transferability of Immigrants’ Human Capital Skills," IZA Discussion Papers 2670, Institute of Labor Economics (IZA).
    14. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    15. Billger, Sherrilyn M. & Lamarche, Carlos, 2010. "Immigrant Heterogeneity and the Earnings Distribution in the United Kingdom and United States: New Evidence from a Panel Data Quantile Regression Analysis," IZA Discussion Papers 5260, Institute of Labor Economics (IZA).
    16. Bernt Bratsberg & James F. Ragan Jr., 2002. "The Impact of Host-Country Schooling on Earnings: A Study of Male Immigrants in the United States," Journal of Human Resources, University of Wisconsin Press, vol. 37(1), pages 63-105.
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    More about this item

    Keywords

    returns to education; quantile regression; wage inequality;
    All these keywords.

    JEL classification:

    • C29 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Other
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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