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Do inequalities in parents' education play an important role in PISA students' mathematics achievement test score disparities?

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  • Martins, Lurdes
  • Veiga, Paula

Abstract

This paper measures and decomposes socioeconomic-related inequality in mathematics achievement in 15 European Union member states. Data is taken from the 2003 wave of the OECD Programme for International Student Assessment (PISA). There is socioeconomic-related inequality in mathematics achievement, favoring the higher socioeconomic groups in each country. There are important differences among countries. The inequality is higher in Germany, Greece, Great Britain, Belgium, and Portugal and is lower in Sweden and Finland. Socioeconomic factors represent between 14.9% and 34.6% of the overall inequality in education. The decomposition exercises add important insights for policy. Despite the differences, EU-15 member states can be categorized into two main groups. The first includes the Nordic countries plus Great Britain, Ireland, Portugal, Spain, and Greece, where socioeconomic-related inequality appears to be explained mainly by the students' background characteristics. In Portugal and, to a lesser extent, in Spain the high contribution of socioeconomic background is mainly due to the prevalence of high socioeconomic inequality and socioeconomic concentration of educational resources. The second group includes Austria, Belgium, Germany, Italy, Luxembourg, The Netherlands, and France. In these countries, the high impact of schools' composition on individual achievement is the main driver of the studied inequality. Differences between countries are also explored.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:ecoedu:v:29:y:2010:i:6:p:1016-1033
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    1. Brunello, Giorgio & Checchi, Daniele, 2005. "School quality and family background in Italy," Economics of Education Review, Elsevier, vol. 24(5), pages 563-577, October.
    2. Wagstaff, Adam & Paci, Pierella & van Doorslaer, Eddy, 1991. "On the measurement of inequalities in health," Social Science & Medicine, Elsevier, vol. 33(5), pages 545-557, January.
    3. Dearden, Lorraine & Machin, Stephen & Reed, Howard, 1997. "Intergenerational Mobility in Britain," Economic Journal, Royal Economic Society, vol. 107(440), pages 47-66, January.
    4. Fertig, Michael & Schmidt, Christoph M., 2002. "The Role of Background Factors for Reading Literacy: Straight National Scores in the PISA 2000 Study," IZA Discussion Papers 545, Institute of Labor Economics (IZA).
    5. 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.
    6. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    7. Eddy van Doorslaer & Xander Koolman, 2004. "Explaining the differences in income‐related health inequalities across European countries," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 609-628, July.
    8. Simona Comi, 2003. "Intergenerational mobility in Europe: evidence from ECHP," Departmental Working Papers 2003-03, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    9. Saint-Paul, Gilles & Verdier, Thierry, 1993. "Education, democracy and growth," Journal of Development Economics, Elsevier, vol. 42(2), pages 399-407, December.
    10. Basu, Kaushik & Foster, James E, 1998. "On Measuring Literacy," Economic Journal, Royal Economic Society, vol. 108(451), pages 1733-1749, November.
    11. Eric A. Hanushek, 1979. "Conceptual and Empirical Issues in the Estimation of Educational Production Functions," Journal of Human Resources, University of Wisconsin Press, vol. 14(3), pages 351-388.
    12. Eirene P. Mesa, 2007. "Measuring Education Inequality In the Philippines," UP School of Economics Discussion Papers 200704, University of the Philippines School of Economics.
    13. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    14. Ram, Rati, 1990. "Educational Expansion and Schooling Inequality: International Evidence and Some Implications," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 266-274, May.
    15. Wagstaff, Adam & van Doorslaer, Eddy & Watanabe, Naoko, 2003. "On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam," Journal of Econometrics, Elsevier, vol. 112(1), pages 207-223, January.
    16. Arnaud Chevalier, 2004. "Parental Education And Child's Education: A Natural Experiment," Royal Economic Society Annual Conference 2004 42, Royal Economic Society.
    17. Petrakis, P. E. & Stamatakis, D., 2002. "Growth and educational levels: a comparative analysis," Economics of Education Review, Elsevier, vol. 21(5), pages 513-521, October.
    18. Robert Haveman & Barbara Wolfe, 1995. "The Determinants of Children's Attainments: A Review of Methods and Findings," Journal of Economic Literature, American Economic Association, vol. 33(4), pages 1829-1878, December.
    19. Shea, John, 2000. "Does parents' money matter?," Journal of Public Economics, Elsevier, vol. 77(2), pages 155-184, August.
    20. Adam Wagstaff & Eddy van Doorslaer, 2004. "Overall versus socioeconomic health inequality: a measurement framework and two empirical illustrations," Health Economics, John Wiley & Sons, Ltd., vol. 13(3), pages 297-301, March.
    21. Andreas Ammermueller, 2007. "PISA: What makes the difference?," Empirical Economics, Springer, vol. 33(2), pages 263-287, September.
    22. Lam, David & Levison, Deborah, 1991. "Declining inequality in schooling in Brazil and its effects on inequality in earnings," Journal of Development Economics, Elsevier, vol. 37(1-2), pages 199-225, November.
    23. Thomas, Vinod & Wang, Yan & Fan, Xibo, 2001. "Measuring education inequality - Gini coefficients of education," Policy Research Working Paper Series 2525, The World Bank.
    24. Ron W Zimmer & Eugenia F Toma, 2000. "Peer effects in private and public schools across countries," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 19(1), pages 75-92.
    25. Bishop, J., 1991. "Impact of Academic Competencies on Wages, Unemployment & Job Performance," Papers 91-34, Cornell - Center for Advanced Human Resource Studies.
    26. van Doorslaer, Eddy & Wagstaff, Adam & Bleichrodt, Han & Calonge, Samuel & Gerdtham, Ulf-G. & Gerfin, Michael & Geurts, Jose & Gross, Lorna & Hakkinen, Unto & Leu, Robert E., 1997. "Income-related inequalities in health: some international comparisons," Journal of Health Economics, Elsevier, vol. 16(1), pages 93-112, February.
    27. Adam Wagstaff, 2005. "The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality," Health Economics, John Wiley & Sons, Ltd., vol. 14(4), pages 429-432, April.
    28. David M. Blau, 1999. "The Effect Of Income On Child Development," The Review of Economics and Statistics, MIT Press, vol. 81(2), pages 261-276, May.
    29. Gary Solon, 2002. "Cross-Country Differences in Intergenerational Earnings Mobility," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 59-66, Summer.
    30. Eirene P. Mesa, 2007. "Measuring education inequality in the Philippines," Philippine Review of Economics, University of the Philippines School of Economics and Philippine Economic Society, vol. 44(2), pages 33-70, December.
    31. Daouli, Joan & Demoussis, Michael & Giannakopoulos, Nicholas, 2010. "Mothers, fathers and daughters: Intergenerational transmission of education in Greece," Economics of Education Review, Elsevier, vol. 29(1), pages 83-93, February.
    32. Becker, Gary S & Tomes, Nigel, 1979. "An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1153-1189, December.
    33. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    34. Arnaud Chevalier & Gauthier Lanot, 2002. "The Relative Effect of Family Characteristics and Financial Situation on Educational Achievement," Education Economics, Taylor & Francis Journals, vol. 10(2), pages 165-181.
    35. Samuel Bowles & Herbert Gintis, 2002. "The Inheritance of Inequality," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 3-30, Summer.
    36. Frankema, Ewout & Bolt, Jutta, 2006. "Measuring and Analysing Educational Inequality: The Distribution of Grade Enrolment Rates in Latin America and Sub-Saharan Africa," GGDC Research Memorandum GD-86, Groningen Growth and Development Centre, University of Groningen.
    37. repec:dgr:rugggd:gd-86 is not listed on IDEAS
    38. 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.
    39. Summers, Anita A & Wolfe, Barbara L, 1977. "Do Schools Make a Difference?," American Economic Review, American Economic Association, vol. 67(4), pages 639-652, September.
    40. Maasoumi, Esfandiar, 1986. "The Measurement and Decomposition of Multi-dimensional Inequality," Econometrica, Econometric Society, vol. 54(4), pages 991-997, July.
    41. Kakwani, Nanak & Wagstaff, Adam & van Doorslaer, Eddy, 1997. "Socioeconomic inequalities in health: Measurement, computation, and statistical inference," Journal of Econometrics, Elsevier, vol. 77(1), pages 87-103, March.
    Full references (including those not matched with items on IDEAS)

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