IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp10064.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp10064.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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.
    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. Pablo Swedberg & Santiago Budria, 2015. "Education and earnings: how immigrants perform across the earnings distribution in Spain," Investigaciones de Economía de la Educación volume 10, in: Marta Rahona López & Jennifer Graves (ed.), Investigaciones de Economía de la Educación 10, edition 1, volume 10, chapter 42, pages 829-842, Asociación de Economía de la Educación.
    2. Santiago Budría & Pedro Telhado-Pereira, 2011. "Educational Qualifications And Wage Inequality: Evidence For Europe," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 19(2), pages 5-34, Autumn.
    3. Chiswick, Barry R. & Miller, Paul W., 2008. "Why is the payoff to schooling smaller for immigrants?," Labour Economics, Elsevier, vol. 15(6), pages 1317-1340, December.
    4. Aysit Tansel & Fatma Bircan Bodur, 2012. "Wage Inequality and Returns to Education in Turkey: A Quantile Regression Analysis," Review of Development Economics, Wiley Blackwell, vol. 16(1), pages 107-121, February.
    5. 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.
    6. Sanromá, Esteban & Ramos, Raul & Simón, Hipólito, 2009. "Immigrant Wages in the Spanish Labour Market: Does the Origin of Human Capital Matter?," IZA Discussion Papers 4157, Institute of Labor Economics (IZA).
    7. Santiago Budría, 2011. "Are Educational Mismatches Responsible for the ‘Inequality Increasing Effect’ of Education?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 102(3), pages 409-437, July.
    8. Valentine Fays & Benoît Mahy & François Rycx, 2023. "Wage differences according to workers' origin: The role of working more upstream in GVCs," LABOUR, CEIS, vol. 37(2), pages 319-342, June.
    9. Anabela Carneiro & Natércia Fortuna & José Varejão, 2012. "Immigrants at new destinations: how they fare and why," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 1165-1185, July.
    10. Leilanie Basilio & Thomas K. Bauer & Anica Kramer, 2017. "Transferability of Human Capital and Immigrant Assimilation: An Analysis for Germany," LABOUR, CEIS, vol. 31(3), pages 245-264, September.
    11. Chiswick, Barry R. & Miller, Paul W., 2009. "An Explanation for the Lower Payoff to Schooling for Immigrants in the Canadian Labour Market," IZA Discussion Papers 4448, Institute of Labor Economics (IZA).
    12. Bedaso, Fenet, 2021. "The Labor Market Integration of Refugees and other Migrants in Germany," GLO Discussion Paper Series 884, Global Labor Organization (GLO).
    13. Akgüç, Mehtap & Ferrer, Ana, 2015. "Educational Attainment and Labor Market Performance: An Analysis of Immigrants in France," IZA Discussion Papers 8925, Institute of Labor Economics (IZA).
    14. Juan D. Barón & Deborah A. Cobb‐Clark, 2010. "Occupational Segregation and the Gender Wage Gap in Private‐ and Public‐Sector Employment: A Distributional Analysis," The Economic Record, The Economic Society of Australia, vol. 86(273), pages 227-246, June.
    15. Santiago Budría & Carlos Martinez de Ibarreta & Pablo Swedberg, 2017. "The impact of host language proficiency across the immigrants’ earning distribution in Spain," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-27, December.
    16. Tushar Agrawal, 2011. "Returns to education in India: Some recent evidence," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2011-017, Indira Gandhi Institute of Development Research, Mumbai, India.
    17. Beenstock, Michael & Chiswick, Barry R. & Paltiel, Ari, 2005. "Endogenous Assimilation and Immigrant Adjustment in Longitudinal Data," IZA Discussion Papers 1840, Institute of Labor Economics (IZA).
    18. Claudia Tello & Raul Ramos & Manuel Artís, 2012. "Changes in wage structure in Mexico going beyond the mean: An analysis of differences in distribution, 1987-2008," Working Papers XREAP2012-07, Xarxa de Referència en Economia Aplicada (XREAP), revised May 2012.
    19. Eva Moreno‐Galbis & Jeremy Tanguy & Ahmed Tritah & Catherine Laffineur, 2019. "Immigrants’ Wage Performance in a Routine Biased Technological Change Era: France 1994–2012," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 58(4), pages 623-673, October.
    20. Valentine Fays & Benoît Mahy & François Rycx & Mélanie Volral, 2021. "Wage discrimination based on the country of birth: do tenure and product market competition matter?," Applied Economics, Taylor & Francis Journals, vol. 53(13), pages 1551-1571, March.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp10064. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    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.