Measuring (In) Equality in Education

  • Zehorit Dadon-Golan
  • Iris BenDavid-Hadar
  • Joseph Klein
Part of the Education, Equity, Economy book series (EEEC, volume 5)


Educational inequality is a key factor leading to future social and economic inequality, suppressing social mobility and accelerating the trend of future poverty. The consequences of educational inequality are key issues in many social and economic aspects, and therefore, highlight the importance of our research.

The objective of this research is threefold. First, this research conceptualizes an innovative framework for measuring educational inequality. Second, trends in educational inequality are measured over time, using Israel as a case study. Israel constitutes an interesting case study, given its educational achievement distribution characterized by large disparities in comparison with other OECD countries. Third, the underlying origins of inequality in education are analyzed, based on an educational equality index developed in this chapter.

A nationwide, unique database of students was especially developed for this research by the Ministry of Education. The data consists of student background characteristics (e.g., parental education), student learning data (e.g.,educational choice of program), and student achievement (e.g., achievement in mathematics matriculation exam) throughout the decade 2001–2011. The research method is based on a Logistic-Regression model enabling the identification of the sources of inequality.

The findings of this study indicate that student background characteristics, ethnicity, parental education, gender, and the number of siblings are related to the achievement gap.

This work is useful for policymakers around the world who may use the index developed to measure inequality in education and the extent to which equal opportunities in education exist in their country.


Equality Achievement gap Education policy Equality measurements 


  1. Adler, H., & Bells, N. (2003). Ee shivyon baHinukh be’Israel [Inequality in education in Israel]. In Y. Kop (Ed.), Resource allocation for social services – 2003 (pp. 287–313). Jerusalem, Israel: Taub Center for Research the Israeli Social Policy.Google Scholar
  2. BenDavid-Hadar, I. (2009). Shivyon uMetzuyanut baHinukh: Ramat haHesegim mul haPe’arim baHesegim beBatey-haSefer haTichoniyim be’Israel [Excellency and equality in education: The level of achievements and achievements gaps in high schools in Israel]. Megamot, 46, 356–379.Google Scholar
  3. BenDavid-Hadar, I. (2013a). Education in times of fiscal constraints and globalization. International Journal of Educational Management, 27, 762–774. CrossRefGoogle Scholar
  4. BenDavid-Hadar, I. (2013b). Entitlement to education: Fairness analysis. Education and Society, 31(3), 41–46. CrossRefGoogle Scholar
  5. BenDavid-Hadar, I. (2013c). Is it really fair? A critical analysis of Israel’s school finance policy. International Journal of Educational Administration, 5, 63–79.Google Scholar
  6. BenDavid-Hadar, I. (2014a). Analyzing school finance policy: Beyond a quantitative approach. International Journal of Public Administration, 37, 271–280. CrossRefGoogle Scholar
  7. BenDavid-Hadar, I. (2014b). Education, cognitive development, and poverty: Implications for school finance policy. Journal of Education Finance, 40, 131–155.Google Scholar
  8. BenDavid-Hadar, I. (2014c). The state of education funding in Israel. Educational Considerations, 41(2), 43–45.CrossRefGoogle Scholar
  9. BenDavid-Hadar, I., & Hovav, H. (2013). Zikot haGomlin haBen doriyot ben hinukh leBen oni uMashma’utan avur mediniyut haMimun shel haHinukh be’Israel [Intergenerational linkage between education and poverty and its meaning regarding the Israeli educational funding policy]. Iyunim beMinhal uBeirgun HaHinukh [Studies in Educational Administration and Organization], 33, 261–281.Google Scholar
  10. BenDavid-Hadar, I., & Ziderman, A. (2011). A new model for equitable and efficient resource allocation to schools: The Israeli case. Education Economics, 19, 341–362. CrossRefGoogle Scholar
  11. Birdsall, N., & Londono, J. L. (1997). Asset inequality matter: An assessment of the World Bank’s approach to poverty reduction. The American Economic Review, 87(2), 32–37.Google Scholar
  12. Browning, E. K., & Johnson, W. R. (1984). The trade-off between equality and efficiency. Journal of Political Economy, 92, 175–203.CrossRefGoogle Scholar
  13. Cabrera, A. F. (1994). Logistic regression analysis in higher education: An applied perspective. In J. C. Smart (Ed.), Higher education: Handbook of theory and research (Vol. 10, pp. 225–256). New York, NY: Springer.Google Scholar
  14. Central Bureau of Statistics [CBS]. (2010). Pney haHevra be’Israel – Doh 3: Pe’arim ben merkaz lePeriferiya [The face of society in Israel – Report no. 3: Gaps between the center and the Periphery]. Jerusalem, Israel: Author. Retrieved from
  15. COAG Reform Council. (2012). Education 2011: Comparing performance across Australia – Report to the Council of Australian Governments. Sydney, Australia: Author.Google Scholar
  16. Dadon-Golan, Z. (2010). Tfisat haLogistica veHamuKhanut haLogistit be’Eney ha’Oved beZmaney herum ubeZmaney regia: BaMishor haIski ubaMishor haTzva’ee [The perception of logistics and the logistic readiness in the eyes of the employee in states of emergency and peace: In the business and military arenas]. Master’s thesis. Department of Management, Bar Ilan University, Ramat Gan.Google Scholar
  17. Dahan, M., Mironichev, N., Dvir, A., & Shay, S. (2001). Ha’eem hitzamzemu haPe’arim baHinukh [Does the gaps in education have narrowed down]. Jerusalem, Israel: Van Leer Jerusalem Institute.Google Scholar
  18. Digdowiseiso, K. (2010, January 9). Measuring Gini coefficient of education: The Indonesian cases (MPRA Paper no. 19865). Munich, Germany: Munich University Library. Retrieved from
  19. Dvir, K., Maagan, D., & Shapira, L. (2009). HaBhina haPsikhometrit be’Israel 1991–2006 [The psychometric exam in Israel 1991–2006]. Jerusalem, Israel: The Central Bureau of Statistics.Google Scholar
  20. Ersado, L., & Gignoux, J. (2014). Egypt: Inequality of opportunity in education (Policy Research Working Paper, no. 6996). Washington, DC: World Bank Group.
  21. Ferreira, F. G. H., & Gignoux, J. (2010). Inequality of opportunity for education: The case of Turkey (Working paper 4). Washington, DC: World Bank Group. Retrieved from
  22. Ferreira, F. G. H., & Gignoux, J. (2011). The measurement of educational inequality: Achievement and opportunity (Policy Research Working Paper, no. 5873). Washington, DC: World Bank Group.
  23. Friedlander, D., Eisenbach, Z., Ben-Moshe, E., Ben-Hur, D., Luniavski, S., Hliel, A., … Elmakias, L. (2000). Tahalikhey shinuy beHesegey haskala be’Israel me’az shnot haHamishim: HaShpa’ot haDat, haMotza uMe’afyeney haMishpaha [Religion, ethnicity, type of locality and educational attainments among Israel’s population: An analysis of change overtime]. Jerusalem, Israel: Hebrew University.Google Scholar
  24. Hans-Vaughn, D. (2004). The impact of parents’ education level on college students: An analysis using the beginning postsecondary students longitudinal study 1990–92/94. Journal of College Student Development, 45, 483–500. CrossRefGoogle Scholar
  25. Horn, L., & Bobbitt, L. (2000). Mapping the road to college: First generation students’ math track, planning strategies, and context of support (NCES Publication No. 2000-153). Washington, DC: National Center for Education Statistics, U.S. Department of Education.Google Scholar
  26. Karen, D. (2002). Changes in access to higher education in the United States: 1980–1992. Sociology of Education, 75, 191–210. CrossRefGoogle Scholar
  27. Lam, D., & Levinson, D. (1990). Declining inequality in schooling in Brazil and its effects on inequality in earnings. Journal of Development Economics, 37, 199–225. CrossRefGoogle Scholar
  28. Lee, J. W., & Barro, R. J. (2001). Schooling quality in a cross-section of countries. Economica, 68, 465–488.CrossRefGoogle Scholar
  29. Levin-Epstien, N. (2000). Mishpaha veRivud: Dfusey shi’atuk shel ee shivyon be’Israel [Family and augmentation: Patterns of reproduction of inequality in education in Israel]. In N. Mautner (Ed.), Distributive justice in Israel (pp. 121–145). Tel Aviv, Israel: Ramot.Google Scholar
  30. Lin, C.-H. A. (2007). Education expansion, educational inequality and income inequality: Evidence from Taiwan. Social Indicators Research, 80, 601–615. CrossRefGoogle Scholar
  31. Linn, R. L., Baker, E. L., & Betebenner, D. W. (2002). Accountability systems: Implications of requirements of the No Child Left Behind Act of 2001. Educational Researcher, 31(6), 3–16. CrossRefGoogle Scholar
  32. Mesa, E. P. (2007). Measuring education inequality in the Philippines. Philippines Review of Economics, 44(2), 33–70. Retrieved from Google Scholar
  33. Munoz, P., & Redondo, A. (2013). Inequality and academic achievement in Chile. Cepal Review, 109, 99–114. Retrieved from Google Scholar
  34. O’Neil, D. (1995). Education and income growth: Implications for cross-country inequality. Journal of Political Economy, 103, 1289–1301.CrossRefGoogle Scholar
  35. Ogbu, J. U., & Simons, H. D. (1998). Voluntary and involuntary minorities: A cultural ecological theory of school performance with some implications for education. Anthropology & Education Quarterly, 29, 155–188. CrossRefGoogle Scholar
  36. Organisation for Economic Co-operation and Development [OECD]. (2007). PISA 2006: Science competencies for tomorrow’s world (2 vol.). Paris: Author.Google Scholar
  37. Organisation for Economic Co-operation and Development [OECD]. (2010). PISA 2009 results: Vol. 1. What students know and can do: Student performance in reading, mathematics and science. Paris, France: Author.Google Scholar
  38. Organisation for Economic Co-operation and Development [OECD]. (2014). PISA 2012 results in focus: What 15-year-olds know and what they can do with what they know. Paris: Author.Google Scholar
  39. Peng, C.-Y. J., Lee, K. L., & Ingersoll, G. M. (2002). An introduction to logistic regression analysis and reporting. Journal of Educational Research, 96, 3–14. CrossRefGoogle Scholar
  40. Ram, R. (1984). Population increase, economic growth, educational inequality and income distribution: Some recent evidence. Journal of Development Economics, 14, 419–428. CrossRefGoogle Scholar
  41. Ram, R. (1990). Educational expansion and schooling inequality: International evidence and some implication. Review of Economics and Statistics, 72, 266–274. CrossRefGoogle Scholar
  42. Rawls, J. (2001). Justice as fairness: A restatement. Cambridge, MA: Harvard University Press.Google Scholar
  43. Resh, N., & Benavot, A. (2004). Ma melamdim beBet-haSefer? Shonut ve’Ahidut beYisum tokhnit limudim rishmit behativot beynayim beShlosha migzarey hinukh [What schools are teaching? Uniformity and diversity in Israeli junior high school curriculum implementation]. Megamot, 43, 109–144.Google Scholar
  44. Roemer, J. E. (1998). Equality of opportunity. Cambridge, MA: Harvard University Press.Google Scholar
  45. Roksa, J. (2011). Differentiation and work: Inequality in degree attainment in U.S. higher education. Higher Education, 61, 293–308. CrossRefGoogle Scholar
  46. St. John, E. P. (1991). What really influence minority attendance? Sequential analysis of the high school and beyond sophomore cohort. Research in Higher Education, 32, 141–158. CrossRefGoogle Scholar
  47. Stampen, J. O., & Cabrera, A. F. (1988). The targeting and packaging of student aid and its effect on attrition. Economics of Education Review, 7, 29–46. CrossRefGoogle Scholar
  48. Svirsky, S., & Dagan-Buzaglo, N. (2009). Bidud, ee shivyon veShlita mitrofefet: Tmunat matzav shel haHinukh be’Israel [Isolation of inequality and loosening control: Snapshot of the Israeli education]. Tel Aviv, Israel: Adva Center. Retrieved from
  49. Thomas, V., Wang, Y., & Fan, X. (2002). A new dataset on inequality in education: Gini and Theil indices of schooling for 140 countries, 1960–2000. Washington, DC: World Bank Group.Google Scholar
  50. Tilak, J. B. G. (1989). Education and its relation to economic growth, poverty and income distribution: Past evidence and further analysis. Washington, DC: World Bank Group.Google Scholar
  51. Tomul, E. (2011). Educational inequality in Turkey: An evaluation by Gini index. Eğitim ve Bilim [Education and Science], 36(160), 135–143. Retrieved from
  52. Torres, C. A. (2009). Education and neoliberal globalization. New York, NY: Routledge.Google Scholar
  53. Vanneman, A., Hamilton, L., Baldwin, A. J., & Rahman, T. (2009). Achievement gaps: How black and white students in public schools perform in mathematics and reading on the National Assessment of Educational Progress: Statistical analysis report. Washington, DC: National Assessment of Educational Progress, Education Statistics Services Institute. Retrieved from ERIC database. (ED505903).Google Scholar
  54. Zhang, D., Li, X., & Xue, J. (2015). Education inequality between rural and urban areas of the people’s republic of China, migrants’ children education, and some implications. Asian Development Review, 32(1), 196–224. CrossRefGoogle Scholar

Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  • Zehorit Dadon-Golan
    • 1
    • 2
  • Iris BenDavid-Hadar
    • 1
  • Joseph Klein
    • 1
  1. 1.School of EducationBar Ilan UniversityRamat GanIsrael
  2. 2.Hemdat Hadarom College of EducationNetivotIsrael

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