IDEAS home Printed from https://ideas.repec.org/p/laa/wpaper/28.html
   My bibliography  Save this paper

Education and Earnings Differentials: The Role of Family Background Across European Countries

Author

Listed:
  • Rosalia Castellano

    (Department of Statistics and Mathematics for Economic Research, University of Naples Parthenope)

  • Gennaro Punzo

    (Department of Statistics and Mathematics for Economic Research, University of Naples Parthenope)

Abstract

The crucial aim of this paper is to investigate, in a generational perspective, the effects of specific dimensions of human capital on individuals earnings and earnings differentials across a selected set of six developed economies of Western Europe with structural differences in their formal education systems and, more generally, in their institutional frameworks. In a cross-country comparison, we intend to inspect how formal education and work experience stand for critical predictors of inequality between and within earner-groups and/or educational groups. In this light, the role of family background on individuals’ earnings in relation to the two main occupational status (i.e., wage-employment rather than self-employment) and, in particular, the impact of parental education and abilities on children’s human capital are argued as well. In order to look into the critical determinants of intergenerational im-mobility, in terms of educational and employment decision-making process, and to what extent they vary across countries, two-stage structural probit models with quantile regressions in the second stage are estimated. As we expect that individual earnings also depend on a range of personal and structural factors and on the family background as well, a set of human capital earnings equations, based on extensions of Mincer models, are estimated by the main employment status. Microdata come from EU-SILC survey, the main new reference source for comparative statistics at European level, which also detects a set of retrospective parental information allowing to account for potential generational changes over time. Briefly, empirical results are interesting, taken as a whole. Although not a few determinants appear to be relatively similar across countries, wider national-specific differentials are drawn. Most of all, it emerges how each component of human capital differently affects individuals’ earnings and earnings inequality across European countries and, most importantly, how this impact differs along the whole earnings distributions. Also, quite dissimilar patterns of influence of family-specific background on children’s outcomes across countries is sketched.

Suggested Citation

  • Rosalia Castellano & Gennaro Punzo, 2011. "Education and Earnings Differentials: The Role of Family Background Across European Countries," Working Papers 28, AlmaLaurea Inter-University Consortium.
  • Handle: RePEc:laa:wpaper:28
    as

    Download full text from publisher

    File URL: http://www2.almalaurea.it/universita/pubblicazioni/wp/pdf/wp28.pdf
    File Function: First version, 2011
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Willis, Robert J & Rosen, Sherwin, 1979. "Education and Self-Selection," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 7-36, October.
    2. Bhashkar Mazumder, 2005. "Fortunate Sons: New Estimates of Intergenerational Mobility in the United States Using Social Security Earnings Data," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 235-255, May.
    3. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    4. 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.
    5. Card, David & Krueger, Alan B, 1992. "Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States," Journal of Political Economy, University of Chicago Press, vol. 100(1), pages 1-40, February.
    6. Pedro Telhado Pereira & Pedro Silva Martins, 2000. "Does education reduce wage inequality? Quantile regressions evidence from fifteen European countries," Nova SBE Working Paper Series wp379, Universidade Nova de Lisboa, Nova School of Business and Economics.
    7. Torrini, Roberto, 2005. "Cross-country differences in self-employment rates: the role of institutions," Labour Economics, Elsevier, vol. 12(5), pages 661-683, October.
    8. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    9. Dunn, Thomas & Holtz-Eakin, Douglas, 2000. "Financial Capital, Human Capital, and the Transition to Self-Employment: Evidence from Intergenerational Links," Journal of Labor Economics, University of Chicago Press, vol. 18(2), pages 282-305, April.
    10. Jacob Mincer, 1962. "On-the-Job Training: Costs, Returns, and Some Implications," NBER Chapters, in: Investment in Human Beings, pages 50-79, National Bureau of Economic Research, Inc.
    11. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    12. Gary S. Becker & Nigel Tomes, 1994. "Human Capital and the Rise and Fall of Families," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 257-298, National Bureau of Economic Research, Inc.
    13. Orley Ashenfelter & David J. Zimmerman, 1997. "Estimates Of The Returns To Schooling From Sibling Data: Fathers, Sons, And Brothers," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 1-9, February.
    14. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    15. Parker,Simon C., 2006. "The Economics of Self-Employment and Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521030632, October.
    16. Behrman, Jere R & Birdsall, Nancy, 1983. "The Quality of Schooling: Quantity Alone is Misleading," American Economic Review, American Economic Association, vol. 73(5), pages 928-946, December.
    17. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    18. Lang, Kevin & Ruud, Paul A, 1986. "Returns to Schooling, Implicit Discount Rates and Black-White Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 68(1), pages 41-47, February.
    19. Axel Dreher & Noel Gaston, 2008. "Has Globalization Increased Inequality?," Review of International Economics, Wiley Blackwell, vol. 16(3), pages 516-536, August.
    20. Omer Gokcekus & Amy Muedin, 2008. "Quantifying corruption by a human capital earnings equation," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 55(3), pages 243-252, September.
    21. Altonji, Joseph G & Dunn, Thomas A, 1996. "The Effects of Family Characteristics on the Return to Education," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 692-704, November.
    22. Peter Dolton & Rita Asplund & Erling Barth (ed.), 2009. "Education and Inequality Across Europe," Books, Edward Elgar Publishing, number 12921.
    23. Thomas Dunn & Douglas Holtz-Eakin, 1996. "Financial Capital, Human Capital, and the Transition to Self-Employment:Evidence from Intergenerational Links," NBER Working Papers 5622, National Bureau of Economic Research, Inc.
    24. Robert Erikson & John H. Goldthorpe, 2002. "Intergenerational Inequality: A Sociological Perspective," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 31-44, Summer.
    25. Allen, W. David, 2000. "Social networks and self-employment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 29(5), pages 487-501.
    26. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    27. Bjorklund, Anders & Jantti, Markus, 1997. "Intergenerational Income Mobility in Sweden Compared to the United States," American Economic Review, American Economic Association, vol. 87(5), pages 1009-1018, December.
    28. Rees, Hedley & Shah, Anup, 1986. "An Empirical Analysis of Self-employment in the U.K," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(1), pages 95-108, January.
    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. Regan, Tracy L. & Burghardt, Galen & Oaxaca, Ronald L., 2006. "A Human Capital Model of the Effects of Abilities and Family Background on Optimal Schooling Levels," IZA Discussion Papers 1927, Institute of Labor Economics (IZA).
    2. Tracy L. Regan & Ronald L. Oaxaca & Galen Burghardt, 2007. "A Human Capital Model Of The Effects Of Ability And Family Background On Optimal Schooling Levels," Economic Inquiry, Western Economic Association International, vol. 45(4), pages 721-738, October.
    3. Ben-Halima, B. & Chusseau, N. & Hellier, J., 2014. "Skill premia and intergenerational education mobility: The French case," Economics of Education Review, Elsevier, vol. 39(C), pages 50-64.
    4. Kazamaki Ottersten, Eugenia & Mellander, Erik & Meyerson, Eva M. & Nilson, Jörgen, 1994. "Pitfalls in the Measurement of the Return to Education: An Assessment Using Swedish Data," Working Paper Series 414, Research Institute of Industrial Economics.
    5. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    6. Necker, Sarah & Voskort, Andrea, 2014. "Intergenerational transmission of risk attitudes – A revealed preference approach," European Economic Review, Elsevier, vol. 65(C), pages 66-89.
    7. Meghir, Costas & Rivkin, Steven, 2011. "Econometric Methods for Research in Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 1, pages 1-87, Elsevier.
    8. Ngo Van Long & Antoine Soubeyran & Raphael Soubeyran, 2014. "Knowledge acquisition within an organization: How to retain a knowledge worker using wage profile and non-monotonic knowledge accumulation," CIRANO Working Papers 2014s-32, CIRANO.
    9. Idrisov, Georgiy (Идрисов, Георгий) & Taganov, B.V. (Таганов, Б.), 2016. "Research of the Effect of Growth of Openness of the Russian Economy on Income Inequality in Russia [Исследование Влияния Роста Открытости Российской Экономики На Неравенство Доходов Населения В Рос," Working Papers 3136, Russian Presidential Academy of National Economy and Public Administration.
    10. Kenneth L. Sørensen & Rune Vejlin, 2014. "Return To Experience And Initial Wage Level: Do Low Wage Workers Catch Up?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(6), pages 984-1006, September.
    11. 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.
    12. Daniel dos Santos, "undated". "The choice of major: effects on wages and an evaluatio of the no-switching majors rule," Working Papers 09_06, Universidade de São Paulo, Faculdade de Economia, Administração e Contabilidade de Ribeirão Preto.
    13. Stefan Gravemeyer & Thomas Gries & Jinjun Xue, 2011. "Income Determination and Income Discrimination in Shenzhen," Urban Studies, Urban Studies Journal Limited, vol. 48(7), pages 1457-1475, May.
    14. Günalp, Burak & Cilasun, Seyit Mümin & Acar, Elif Öznur, 2013. "Male-Female Labor Market Participation and the Extent of Gender-Based Wage Discrimination in Turkey," MPRA Paper 51503, University Library of Munich, Germany.
    15. repec:zna:indecs:v:19:y:2021:i:4:p:189-209 is not listed on IDEAS
    16. Gema Álvarez & Carlos Gradín & Mª Soledad Otero, 2013. "Self-Employment: Transition And Earnings Differential," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 21(2), pages 61-90, Autumn.
    17. Maria Klonowska-Matynia & Radosław Sobko, 2021. "Spatial Analysis of the Relationship between Health Capital and the Level of Health Care Expenditure in Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 1), pages 133-151.
    18. Mai Seki, 2013. "Heterogeneous Returns to U.S. College Selectivity and the Value of Graduate Degree Attainment," Staff Working Papers 13-46, Bank of Canada.
    19. Stefan Gravemeyer & Thomas Gries & Jinjun Xue, 2008. "Discrimination, Income Determination and Inequality – The case of Shenzhen," Working Papers CIE 16, Paderborn University, CIE Center for International Economics.
    20. Hans-Peter Y. Qvist & Anders Holm & Martin D. Munk, 2016. "Demand and Supply Effects and Returns to College Education - Evidence from a Natural Experiment with Engineers in Denmark," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20164, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    21. Orley Ashenfelter & Cecilia Rouse, 1998. "Income, Schooling, and Ability: Evidence from a New Sample of Identical Twins," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 253-284.

    More about this item

    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:laa:wpaper:28. 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: the person in charge (email available below). General contact details of provider: http://www.almalaurea.it .

    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.