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Inequality of Opportunity in Tertiary Education: Evidence from Europe

Author

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  • Flaviana Palmisano

    (Sapienza University of Rome)

  • Federico Biagi

    (JRC European Commission)

  • Vito Peragine

    (University of Bari)

Abstract

This study provides comparable lower-bound estimates of inequality of opportunity for tertiary education (EIOp) for 31 countries in Europe, by using the two EU-SILC waves for which information on family background is available (2005 and 2011). The results reveal an important degree of heterogeneity, with Northern European countries showing low levels of inequality of opportunity and Mediterranean and Eastern European countries characterized by significant degrees of unfair educational inequalities. Parental education and occupation are the most relevant circumstances in the great majority of the countries considered. This study also exploits the two point-in-time observations available and analyses the relationship between some country-specific characteristics and inequality of opportunity in tertiary education. The analysis documents a negative association between EIOp and real GDP per capita, possibly indicating that higher equality of opportunity in tertiary education and economic growth are complementary objectives. Two results emerge as especially robust: in all the specifications we find a positive association between EIOp and the students/teacher ratio, and a negative one between EIOp and public spending in tertiary education. While we do not claim that such correlations should be interpreted causally, we think that they might indicate a meaningful underlying relationship between equality of opportunity in tertiary education and the availability of financial and non-financial resources.

Suggested Citation

  • Flaviana Palmisano & Federico Biagi & Vito Peragine, 2022. "Inequality of Opportunity in Tertiary Education: Evidence from Europe," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(3), pages 514-565, May.
  • Handle: RePEc:spr:reihed:v:63:y:2022:i:3:d:10.1007_s11162-021-09658-4
    DOI: 10.1007/s11162-021-09658-4
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    1. Vignoles Anna F & Powdthavee Nattavudh, 2009. "The Socioeconomic Gap in University Dropouts," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-36, April.
    2. Fernando Galindo-Rueda & Oscar Marcenaro-Gutierrez & Anna Vignoles, 2004. "The Widening Socio-Economic Gap in UK Higher Education," National Institute Economic Review, National Institute of Economic and Social Research, vol. 190(1), pages 75-88, October.
    3. Aaberge, Rolf & Mogstad, Magne & Peragine, Vito, 2011. "Measuring long-term inequality of opportunity," Journal of Public Economics, Elsevier, vol. 95(3), pages 193-204.
    4. Cristiano Perugini & Gaetano Martino, 2008. "Income Inequality Within European Regions: Determinants And Effects On Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(3), pages 373-406, September.
    5. Paolo Brunori & Flaviana Palmisano & Vitorocco Peragine, 2019. "Inequality of opportunity in sub-Saharan Africa," Applied Economics, Taylor & Francis Journals, vol. 51(60), pages 6428-6458, December.
    6. Roemer, John E. & Aaberge, Rolf & Colombino, Ugo & Fritzell, Johan & Jenkins, Stephen P. & Lefranc, Arnaud & Marx, Ive & Page, Marianne & Pommer, Evert & Ruiz-Castillo, Javier, 2003. "To what extent do fiscal regimes equalize opportunities for income acquisition among citizens?," Journal of Public Economics, Elsevier, vol. 87(3-4), pages 539-565, March.
    7. Ariga, Kenn & Brunello, Giorgio, 2007. "Does Secondary School Tracking Affect Performance? Evidence from IALS," IZA Discussion Papers 2643, Institute of Labor Economics (IZA).
    8. Suhonen, Tuomo & Karhunen, Hannu, 2019. "The intergenerational effects of parental higher education: Evidence from changes in university accessibility," Journal of Public Economics, Elsevier, vol. 176(C), pages 195-217.
    9. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    10. Xavier Ramos & Dirk gaer, 2016. "Approaches To Inequality Of Opportunity: Principles, Measures And Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 855-883, December.
    11. Francisco H. G. Ferreira & Jérémie Gignoux, 2014. "The Measurement of Educational Inequality: Achievement and Opportunity," The World Bank Economic Review, World Bank, vol. 28(2), pages 210-246.
    12. Francine D. Blau & Lawrence M. Kahn, 2005. "Do Cognitive Test Scores Explain Higher U.S. Wage Inequality?," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 184-193, February.
    13. Giorgio Di Pietro & Federico Biagi & Patricia Costa & Zbigniew Karpinski & Jacopo Mazza, 2020. "The likely impact of COVID-19 on education: Reflections based on the existing literature and recent international datasets," JRC Research Reports JRC121071, Joint Research Centre.
    14. Page, Lindsay C. & Scott-Clayton, Judith, 2016. "Improving college access in the United States: Barriers and policy responses," Economics of Education Review, Elsevier, vol. 51(C), pages 4-22.
    15. Brunori, Paolo & Peragine, Vito & Serlenga, Laura, 2012. "Fairness in education: The Italian university before and after the reform," Economics of Education Review, Elsevier, vol. 31(5), pages 764-777.
    16. Eric A. Hanushek & Ludger Wössmann, 2006. "Does Educational Tracking Affect Performance and Inequality? Differences- in-Differences Evidence Across Countries," Economic Journal, Royal Economic Society, vol. 116(510), pages 63-76, March.
    17. Elena Meschi & Francesco Scervini, 2014. "Expansion of schooling and educational inequality in Europe: the educational Kuznets curve revisited," Oxford Economic Papers, Oxford University Press, vol. 66(3), pages 660-680.
    18. Lefranc, Arnaud & Pistolesi, Nicolas & Trannoy, Alain, 2009. "Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1189-1207, December.
    19. Djavad Salehi-Isfahani & Nadia Hassine & Ragui Assaad, 2014. "Equality of opportunity in educational achievement in the Middle East and North Africa," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(4), pages 489-515, December.
    20. Gabriela Schütz & Heinrich W. Ursprung & Ludger Wößmann, 2008. "Education Policy and Equality of Opportunity," Kyklos, Wiley Blackwell, vol. 61(2), pages 279-308, May.
    21. Claire Crawford & Paul Gregg & Lindsey Macmillan & Anna Vignoles & Gill Wyness, 2016. "Higher education, career opportunities, and intergenerational inequality," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 32(4), pages 553-575.
    22. Magali Jaoul-Grammare & Brice Magdalou, 2013. "Opportunities in Higher Education: An Application to France," Annals of Economics and Statistics, GENES, issue 111-112, pages 295-325.
    23. George Psacharopoulos & Harry Anthony Patrinos, 2018. "Returns to investment in education: a decennial review of the global literature," Education Economics, Taylor & Francis Journals, vol. 26(5), pages 445-458, September.
    24. Giorgio Brunello & Daniele Checchi, 2007. "Does school tracking affect equality of opportunity? New international evidence [‘Educational opportunities and the role of institutions’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(52), pages 782-861.
    25. Heckman, James J. & Moon, Seong Hyeok & Pinto, Rodrigo & Savelyev, Peter A. & Yavitz, Adam, 2010. "The rate of return to the HighScope Perry Preschool Program," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 114-128, February.
    26. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
    27. Gustavo A. Marrero & Juan Gabriel Rodríguez, 2012. "Inequality of Opportunity in Europe," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 58(4), pages 597-621, December.
    28. Márcia de Carvalho & Luis Fernando Gamboa & Fábio D. Waltenberg, 2012. "Equality of Educational Ppportunity Employing PISA Data: Taking both Achievement and Access into Account," Working Papers 277, ECINEQ, Society for the Study of Economic Inequality.
    29. Steve Machin & Anna Vignoles, 2004. "Educational inequality: the widening socio-economic gap," Fiscal Studies, Institute for Fiscal Studies, vol. 25(2), pages 107-128, June.
    30. Daniele Checchi & Vito Peragine, 2010. "Inequality of opportunity in Italy," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(4), pages 429-450, December.
    31. François Bourguignon & Francisco Ferreira & Michael Walton, 2007. "Equity, efficiency and inequality traps: A research agenda," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 5(2), pages 235-256, August.
    32. Betts, Julian & Roemer, John E., 2005. "Equalizing Opportunity for Racial and Socioeconomic Groups in the United States Through Educational Finance Reform," University of California at San Diego, Economics Working Paper Series qt0gq4z4m9, Department of Economics, UC San Diego.
    33. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    34. Philip Oreopoulos & Kjell G. Salvanes, 2011. "Priceless: The Nonpecuniary Benefits of Schooling," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 159-184, Winter.
    35. Francisco H. G. Ferreira & Jérémie Gignoux, 2011. "The Measurement Of Inequality Of Opportunity: Theory And An Application To Latin America," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 622-657, December.
    36. Jan Stuhler, 2018. "A Review of Intergenerational Mobility and its Drivers," JRC Research Reports JRC112247, Joint Research Centre.
    37. Francisco H.G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America," PSE-Ecole d'économie de Paris (Postprint) halshs-00754503, HAL.
    38. Heisig, Jan Paul & Elbers, Benjamin & Solga, Heike, 2020. "Cross-national differences in social background effects on educational attainment and achievement: absolute vs. relative inequalities and the role of education systems," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 50(2), pages 165-184.
    39. Azzolini, Davide & Martini, Alberto & Romano, Barbara & Vergolini, Loris, 2018. "Affording college with the help of asset building: First experimental impacts from Italy," Economics Letters, Elsevier, vol. 169(C), pages 27-30.
    40. Peragine, Vitorocco, 2002. "Opportunity egalitarianism and income inequality," Mathematical Social Sciences, Elsevier, vol. 44(1), pages 45-64, September.
    41. Roemer, John E. & Aaberge, Rolf & Colombino, Ugo & Fritzell, Johan & Jenkins, Stephen P. & Lefranc, Arnaud & Marx, Ive & Page, Marianne & Pommer, Evert & Ruiz-Castillo, Javier, 2003. "To what extent do fiscal regimes equalize opportunities for income acquisition among citizens?," Journal of Public Economics, Elsevier, vol. 87(3-4), pages 539-565, March.
    42. Gamboa, Luis Fernando & Waltenberg, Fábio D., 2012. "Inequality of opportunity for educational achievement in Latin America: Evidence from PISA 2006–2009," Economics of Education Review, Elsevier, vol. 31(5), pages 694-708.
    43. Gema Zamarro & Collin Hitt & Ildefonso Mendez, 2019. "When Students Don’t Care: Reexamining International Differences in Achievement and Student Effort," Journal of Human Capital, University of Chicago Press, vol. 13(4), pages 519-552.
    44. repec:adr:anecst:y:2013:i:111-112:p:12 is not listed on IDEAS
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    More about this item

    Keywords

    Inequality of opportunity; Higher education; Europe; Social inequality;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • I2 - Health, Education, and Welfare - - Education
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General

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