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Inequality of opportunity in educational achievement in Western Europe: contributors and channels

Author

Listed:
  • Gustavo A. Marrero

    (Universidad de la Laguna (Spain), IUDR and CEDESOG, and EQUALITAS)

  • Juan C. Palomino

    (Universidad Complutense de Madrid (Spain), INET Oxford and EQUALITAS)

  • Gabriela Sicilia

    (Universidad de la Laguna (Spain) and CEDESOG)

Abstract

We study the contribution of students’ circumstances to inequality of opportunity in educational achievement (IOpE) in Western Europe and explore the role of intermediate channelling variables in translating differences in circumstances into educational inequalities. Using the 2018 Programme for International Student Assessment (PISA) database, we find that differences in households’ cultural environment and in parental occupation are the most important contributing circumstances, with school’s circumstances being relevant mostly in Central Europe. Our results show that the relevant channels of IOpE in most countries are students’ educational and occupational expectations, their reading habits and skills, and grade repetition in previous years. These findings can provide policymakers with key insights to aid in designing educational interventions that effectively increase educational opportunities across European countries.

Suggested Citation

  • Gustavo A. Marrero & Juan C. Palomino & Gabriela Sicilia, 2024. "Inequality of opportunity in educational achievement in Western Europe: contributors and channels," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 22(2), pages 383-410, June.
  • Handle: RePEc:spr:joecin:v:22:y:2024:i:2:d:10.1007_s10888-023-09595-5
    DOI: 10.1007/s10888-023-09595-5
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    1. Sacerdote, Bruce, 2011. "Peer Effects in Education: How Might They Work, How Big Are They and How Much Do We Know Thus Far?," 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 4, pages 249-277, Elsevier.
    2. 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.
    3. Marrero, Gustavo A. & Rodríguez, Juan G., 2013. "Inequality of opportunity and growth," Journal of Development Economics, Elsevier, vol. 104(C), pages 107-122.
    4. Frank Cowell & Carlo Fiorio, 2011. "Inequality decompositions—a reconciliation," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(4), pages 509-528, December.
    5. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    6. Thomas Fuchs & Ludger Wößmann, 2008. "What accounts for international differences in student prformance? A re-examination using PISA data," Studies in Empirical Economics, in: Christian Dustmann & Bernd Fitzenberger & Stephen Machin (ed.), The Economics of Education and Training, pages 209-240, Springer.
    7. 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.
    8. François Bourguignon & Francisco Ferreira & Phillippe Leite, 2008. "Beyond Oaxaca–Blinder: Accounting for differences in household income distributions," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 6(2), pages 117-148, June.
    9. 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.
    10. Grewenig, Elisabeth & Lergetporer, Philipp & Werner, Katharina & Woessmann, Ludger & Zierow, Larissa, 2021. "COVID-19 and educational inequality: How school closures affect low- and high-achieving students," European Economic Review, Elsevier, vol. 140(C).
    11. Jonathan Morduch & Terry Sicular, 2002. "Rethinking Inequality Decomposition, With Evidence from Rural China," Economic Journal, Royal Economic Society, vol. 112(476), pages 93-106, January.
    12. 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.
    13. Francisco H.G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America," Post-Print halshs-00754503, HAL.
    14. Freeman R B. & Machin, S. J. & Viarengo, M.G, 2011. "Inequality of Educational Outcomes: International Evidence from PISA," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 11(3).
    15. Agostinelli, Francesco & Doepke, Matthias & Sorrenti, Giuseppe & Zilibotti, Fabrizio, 2022. "When the great equalizer shuts down: Schools, peers, and parents in pandemic times," Journal of Public Economics, Elsevier, vol. 206(C).
    16. repec:hal:pseose:halshs-01030825 is not listed on IDEAS
    17. Checchi, Daniele & Fiorio, Carlo V. & Leonardi, Marco, 2014. "Parents' risk aversion and children's educational attainment," Labour Economics, Elsevier, vol. 30(C), pages 164-175.
    18. Martins, Lurdes & Veiga, Paula, 2010. "Do inequalities in parents' education play an important role in PISA students' mathematics achievement test score disparities?," Economics of Education Review, Elsevier, vol. 29(6), pages 1016-1033, December.
    19. Hofflinger, Alvaro & Gelber, Denisse & Tellez Cañas, Santiago, 2020. "School choice and parents’ preferences for school attributes in Chile," Economics of Education Review, Elsevier, vol. 74(C).
    20. Cheti Nicoletti & Birgitta Rabe, 2013. "Inequality in Pupils' Test Scores: How Much do Family, Sibling Type and Neighbourhood Matter?," Economica, London School of Economics and Political Science, vol. 80(318), pages 197-218, April.
    21. Stephen V. Cameron & James J. Heckman, 2001. "The Dynamics of Educational Attainment for Black, Hispanic, and White Males," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 455-499, June.
    22. Casilda Lasso De La Vega & Agurtzane Lekuona & Susan Orbe, 2020. "Reexamining the inequality of opportunity in education in some European countries," Applied Economics Letters, Taylor & Francis Journals, vol. 27(7), pages 544-548, April.
    23. Dills, Angela K., 2005. "Does cream-skimming curdle the milk? A study of peer effects," Economics of Education Review, Elsevier, vol. 24(1), pages 19-28, February.
    24. Bin Huang & Rong Zhu, 2020. "Peer effects of low-ability students in the classroom: evidence from China’s middle schools," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(4), pages 1343-1380, October.
    25. Attanasio, Orazio P. & Kaufmann, Katja M., 2014. "Education choices and returns to schooling: Mothers' and youths' subjective expectations and their role by gender," Journal of Development Economics, Elsevier, vol. 109(C), pages 203-216.
    26. 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.
    27. Shorrocks, A F, 1982. "Inequality Decomposition by Factor Components," Econometrica, Econometric Society, vol. 50(1), pages 193-211, January.
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    More about this item

    Keywords

    Educational achievement; Inequality of opportunity; Channels of transmission; Western Europe;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

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