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.
References
Anscombe, F. J. (1973). Graphs in statistical analysis. The American Statistician, 27(1), 17–21.
Atkinson, A. B., & Bourguignon, F. (Eds.). (2000). Handbook of income distribution (Vol. I). North-Holland.
Atkinson, A. B., & Bourguignon, F. (Eds.). (2015). Handbook of income distribution (Vol. II). North-Holland.
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.
Brese, F., & Mirazchiyski, P. (2013). Measuring students’ family background in large-scale international education studies. IEA–ETS Research Institute.
Brighouse, H., Ladd, H. F., Loeb, S., & Swift, A. (2018). Educational goods. Values, evidence, and decision-making. The University of Chicago Press.
Duncan, O. D., Featherman, D. L., & Duncan, B. (1972). Socio-economic background and achievement. Seminar Press.
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.
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.
Gottfried, A. (1985). Measures of socioeconomic status in child development research: Data and recommendations. Merrill-Palmer Quarterly, 31(1), 85–92.
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.
Hauser, R. M. (1994). Measuring socioeconomic status in studies of child development. Child Development, 65(6), 1541–1545.
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
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.
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.
Martin, M. O., Mullis, I. V. S., & Hooper, M. (Eds.). (2016). Methods and procedures in TIMSS 2015. TIMSS & PIRLS International Study Center, Boston College.
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.
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.
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.
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
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
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
Strietholt, R. (2014). Studying educational inequality: Reintroducing normative notions. In R. Strietholt, W. Bos, J.-E. Gustafsson, & M. Rosén (Eds.), Educational policy evaluation through international comparative assessments (pp. 51–58). Waxmann.
Strietholt, R., Rosén, 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
Strietholt, R., Gustafsson, J. E., Hogrebe, N., Rolfe, V., Rosén, 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.
UNESCO. (1997). ISCED 1997: International Standard Classification of Education. UNESCO – Institute for Statistics.
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.
Volante, L., Schnepf, S. V., Jerrim, J., & Klinger, D. A. (2019). Socioeconomic inequality and student outcomes. Cross-national trends, policies, and practices. Springer.
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.
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.
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.
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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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