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Socioeconomic Inequality in Achievement

Conceptual Foundations and Empirical Measurement

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International Handbook of Comparative Large-Scale Studies in Education

Part of the book series: Springer International Handbooks of Education ((SIHE))

Abstract

The study of social inequality in student achievement is based on ideas of justice which are often not sufficiently explicated. Furthermore, there is a large set of measures used to quantify socioeconomic inequality in achievement. The first part of this chapter explains conceptual principles underlying measures of social inequality in achievement. For this purpose, we first introduce the concepts of adequacy and equality and discuss how social inequality extends them. In this respect, we emphasize the nature of education and its intrinsic, instrumental, individual, and societal value. The second part of the chapter discusses key measurement issues researchers deal with when studying achievement gaps between students of different socioeconomic status. We summarize research on commonly used indicators of socioeconomic background and compare children and parent reports. Different sets of statistical measures for continuous, categorical, single, and multiple background variables are reviewed, and the distinction between relative and absolute inequality measures is discussed with a focus on the implications for cross-national comparisons, and trend studies within countries over time.

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References

  • Anscombe, F. J. (1973). Graphs in statistical analysis. The American Statistician, 27(1), 17–21.

    Google Scholar 

  • Atkinson, A. B., & Bourguignon, F. (Eds.). (2000). Handbook of income distribution (Vol. I). North-Holland.

    Google Scholar 

  • Atkinson, A. B., & Bourguignon, F. (Eds.). (2015). Handbook of income distribution (Vol. II). North-Holland.

    Google Scholar 

  • Beaton, A. E., Mullis, I. V. S., Martin, M. O., Gonzales, E. J., Kelly, D. L., & Smith, T. A. (1996). Mathematics achievement in the middle school years: IEA’s third international mathematics and science study. Center for the Study of Testing, Evaluation, and Educational Policy, Boston College.

    Google Scholar 

  • Brese, F., & Mirazchiyski, P. (2013). Measuring students’ family background in large-scale international education studies. IEA–ETS Research Institute.

    Google Scholar 

  • Brighouse, H., Ladd, H. F., Loeb, S., & Swift, A. (2018). Educational goods. Values, evidence, and decision-making. The University of Chicago Press.

    Book  Google Scholar 

  • Duncan, O. D., Featherman, D. L., & Duncan, B. (1972). Socio-economic background and achievement. Seminar Press.

    Google Scholar 

  • Engzell, P. (2019). What do books in the home proxy for? A cautionary tale. Sociological Methods & Research, 50(4), 1487–1514. https://doi.org/10.1177/0049124119826143.

    Article  Google Scholar 

  • Ganzeboom, H. B. G., De Graaf, P. M., & Treiman, D. J. (1992). A standard international socio-economic index of occupational status. Social Science Research, 21(1), 1–56.

    Article  Google Scholar 

  • Gottfried, A. (1985). Measures of socioeconomic status in child development research: Data and recommendations. Merrill-Palmer Quarterly, 31(1), 85–92.

    Google Scholar 

  • Hanushek, E. A., & Woessmann, L. (2011). The economics of international differences in educational achievement. In E. A. Hanushek, S. Machin, & L. WĂ¶ĂŸmann (Eds.), Handbook of the economics of education (Vol. 3). Elsevier.

    Google Scholar 

  • Hauser, R. M. (1994). Measuring socioeconomic status in studies of child development. Child Development, 65(6), 1541–1545.

    Article  Google Scholar 

  • Heisig, J. P., Elbers, B., & Solga, H. (2019). Cross-national differences in social background effects on educational attainment and achievement: Absolute vs. relative inequalities and the role of education systems. Compare, 50(2), 165–184. https://doi.org/10.1080/03057925.2019.1677455

    Article  Google Scholar 

  • Jerrim, J., Volante, L., Klinger, D. A., & Schnepf, S. V. (2019). Socioeconomic inequality and student outcomes across education systems. In Socioeconomic inequality and student outcomes (pp. 3–16). Springer.

    Chapter  Google Scholar 

  • Luyten, H. (2006). An empirical assessment of the absolute effect of schooling: Regression-discontinuity applied to TIMSS-95. Oxford Review of Education, 32(3), 397–429.

    Article  Google Scholar 

  • Martin, M. O., Mullis, I. V. S., & Hooper, M. (Eds.). (2016). Methods and procedures in TIMSS 2015. TIMSS & PIRLS International Study Center, Boston College.

    Google Scholar 

  • Moore, J. C., Stinson, L. L., & Welniak, E. J., Jr. (2000). Income measurement error in surveys: A review. Journal of Official Statistics, 16(4), 331–361.

    Google Scholar 

  • Mueller, C. W., & Parcel, T. L. (1981). Measures of socioeconomic status: Alternatives and recommendations. Child Development, 52(1). https://doi.org/10.2307/1129211

  • Mullis, I. V. S., Martin, M. O., Foy, P., & Arora, A. (2012). TIMSS 2011 international results in mathematics. TIMSS & PIRLS International Study Center, Boston College.

    Google Scholar 

  • Mullis, I. V. S., Cotter, K. E., Centurino, V. A. S., Fishbein, B. G., & Liu, J. (2016). Using scale anchoring to interpret the TIMSS 2015 achievement scales. In M. O. Martin, I. V. S. Mullis, & M. Hooper (Eds.), Methods and procedures in TIMSS 2015 (pp. 14.1–14.47). Retrieved from TIMSS & PIRLS International Study Center, Boston College, website: http://timss.bc.edu/publications/timss/2015-methods/chapter-14.html

  • Nozick, R. (1974). Anarchy, state and Utopia. Basic Books.

    Google Scholar 

  • Robeyns, I. (2006). Three models of education: Rights, capabilities and human capital. Theory and Research in Education, 4(1), 69–84. https://doi.org/10.1177/1477878506060683

    Article  Google Scholar 

  • Rutkowski, D., & Rutkowski, L. (2013). Measuring socioeconomic background in PISA: One size might not fit all. Research in Comparative and International Education, 8(3), 259–278. https://doi.org/10.2304/rcie.2013.8.3.259

    Article  Google Scholar 

  • Sirin, S. R. (2005). Socioeconomic status and academic achievement: A meta-analytic review of research. Review of Educational Research, 75(3), 417–453. https://doi.org/10.3102/00346543075003417

    Article  Google Scholar 

  • Strietholt, R. (2014). Studying educational inequality: Reintroducing normative notions. In R. Strietholt, W. Bos, J.-E. Gustafsson, & M. RosĂ©n (Eds.), Educational policy evaluation through international comparative assessments (pp. 51–58). Waxmann.

    Google Scholar 

  • Strietholt, R., RosĂ©n, M., & Bos, W. (2013). A correction model for differences in the sample compositions: The degree of comparability as a function of age and schooling. Large-scale Assessments in Education, 1(1), 1–20. https://doi.org/10.1186/2196-0739-1-1

    Article  Google Scholar 

  • Strietholt, R., Gustafsson, J. E., Hogrebe, N., Rolfe, V., RosĂ©n, M., Steinmann, I., & Yang-Hansen, K. (2019). In L. Volante, S. V. Schnepf, J. Jerrim, & D. A. Klinger (Eds.), The impact of education policies on socioeconomic inequality in student achievement: A review of comparative studies. Springer.

    Google Scholar 

  • UNESCO. (1997). ISCED 1997: International Standard Classification of Education. UNESCO – Institute for Statistics.

    Google Scholar 

  • Van Doorslaer, E., & Van Ourti, T. (2011). Measuring inequality and inequity in health and health care. In S. Glied & P. C. Smith (Eds.), The Oxford handbook of health economics (pp. 837–869). Oxford University Press.

    Google Scholar 

  • Volante, L., Schnepf, S. V., Jerrim, J., & Klinger, D. A. (2019). Socioeconomic inequality and student outcomes. Cross-national trends, policies, and practices. Springer.

    Book  Google Scholar 

  • Watermann, R., Maaz, K., Bayer, S., & Roczen, N. (2016). Social background. In S. Kuger, E. Klieme, N. Jude, & D. Kaplan (Eds.), Assessing contexts of learning (pp. 117–145). Springer.

    Chapter  Google Scholar 

  • White, K. R. (1982). The relation between socioeconomic status and academic achievement. Psychological Bulletin, 91(3), 461–481. https://doi.org/10.1037/0033-2909.91.3.461.

    Article  Google Scholar 

  • Ye, W., Strietholt, R., & Blömeke, S. (2021). Academic resilience: underlying norms and validity of definitions. Educational Assessment, Evaluation and Accountability, 33(1), 169–202. https://doi.org/10.1007/s11092-020-09351-7.

    Article  Google Scholar 

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Correspondence to Rolf Strietholt .

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Strietholt, R., Strello, A. (2021). Socioeconomic Inequality in Achievement. In: Nilsen, T., Stancel-PiÄ…tak, A., Gustafsson, JE. (eds) International Handbook of Comparative Large-Scale Studies in Education. Springer International Handbooks of Education. Springer, Cham. https://doi.org/10.1007/978-3-030-38298-8_11-1

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  • DOI: https://doi.org/10.1007/978-3-030-38298-8_11-1

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  • Print ISBN: 978-3-030-38298-8

  • Online ISBN: 978-3-030-38298-8

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