Skip to main content

Measuring (In) Equality in Education

  • Chapter
  • First Online:

Part of the book series: Education, Equity, Economy ((EEEC,volume 5))

Abstract

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.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  • 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 

  • 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 

  • BenDavid-Hadar, I. (2013a). Education in times of fiscal constraints and globalization. International Journal of Educational Management, 27, 762–774. https://doi.org/10.1108/IJEM-02-2013-0019

    Article  Google Scholar 

  • BenDavid-Hadar, I. (2013b). Entitlement to education: Fairness analysis. Education and Society, 31(3), 41–46. https://doi.org/10.7459/es/31.3.04

    Article  Google Scholar 

  • 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 

  • BenDavid-Hadar, I. (2014a). Analyzing school finance policy: Beyond a quantitative approach. International Journal of Public Administration, 37, 271–280. https://doi.org/10.1080/01900692.2013.831101

    Article  Google Scholar 

  • BenDavid-Hadar, I. (2014b). Education, cognitive development, and poverty: Implications for school finance policy. Journal of Education Finance, 40, 131–155.

    Google Scholar 

  • BenDavid-Hadar, I. (2014c). The state of education funding in Israel. Educational Considerations, 41(2), 43–45.

    Article  Google Scholar 

  • 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 

  • 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. https://doi.org/10.1080/09645291003726467

    Article  Google Scholar 

  • 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 

  • Browning, E. K., & Johnson, W. R. (1984). The trade-off between equality and efficiency. Journal of Political Economy, 92, 175–203.

    Article  Google Scholar 

  • 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 

  • 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 http://www.cbs.gov.il/webpub/pub/text_page.html?publ=54&CYear=2008&CMonth.

  • COAG Reform Council. (2012). Education 2011: Comparing performance across Australia – Report to the Council of Australian Governments. Sydney, Australia: Author.

    Google Scholar 

  • 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 

  • 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 

  • Digdowiseiso, K. (2010, January 9). Measuring Gini coefficient of education: The Indonesian cases (MPRA Paper no. 19865). Munich, Germany: Munich University Library. Retrieved from https://mpra.ub.uni-muenchen.de/19865/1/MPRA_paper_19865.pdf.

  • 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 

  • Ersado, L., & Gignoux, J. (2014). Egypt: Inequality of opportunity in education (Policy Research Working Paper, no. 6996). Washington, DC: World Bank Group. https://doi.org/10.1596/1813-9450-6996.

  • 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 http://siteresources.worldbank.org/INTTURKEY/147254-1268836253913/22597335/InequalityOfOpportunityInEducation.pdf.

  • 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. https://doi.org/10.1596/1813-9450-5873.

  • 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 

  • 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. https://doi.org/10.1353/csd.2004.0057

    Article  Google Scholar 

  • 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 

  • Karen, D. (2002). Changes in access to higher education in the United States: 1980–1992. Sociology of Education, 75, 191–210. https://doi.org/10.2307/3090265

    Article  Google Scholar 

  • 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. https://doi.org/10.1016/0304-3878(91)90088-D

    Article  Google Scholar 

  • Lee, J. W., & Barro, R. J. (2001). Schooling quality in a cross-section of countries. Economica, 68, 465–488.

    Article  Google Scholar 

  • 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 

  • Lin, C.-H. A. (2007). Education expansion, educational inequality and income inequality: Evidence from Taiwan. Social Indicators Research, 80, 601–615. https://doi.org/10.1007/s11205-006-0009-8

    Article  Google Scholar 

  • 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. https://doi.org/10.3102/0013189X031006003

    Article  Google Scholar 

  • Mesa, E. P. (2007). Measuring education inequality in the Philippines. Philippines Review of Economics, 44(2), 33–70. Retrieved from http://pre.econ.upd.edu.ph/index.php/pre/article/view/227/630

    Google Scholar 

  • Munoz, P., & Redondo, A. (2013). Inequality and academic achievement in Chile. Cepal Review, 109, 99–114. Retrieved from http://repositorio.cepal.org/bitstream/handle/11362/11628/109099114I_en.pdf?sequence=1&isAllowed=y

    Google Scholar 

  • O’Neil, D. (1995). Education and income growth: Implications for cross-country inequality. Journal of Political Economy, 103, 1289–1301.

    Article  Google Scholar 

  • 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. https://doi.org/10.1525/aeq.1998.29.2.155

    Article  Google Scholar 

  • Organisation for Economic Co-operation and Development [OECD]. (2007). PISA 2006: Science competencies for tomorrow’s world (2 vol.). Paris: Author.

    Google Scholar 

  • 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 

  • 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 

  • 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. https://doi.org/10.1080/00220670209598786

    Article  Google Scholar 

  • Ram, R. (1984). Population increase, economic growth, educational inequality and income distribution: Some recent evidence. Journal of Development Economics, 14, 419–428. https://doi.org/10.1016/0304-3878(84)90069-5

    Article  Google Scholar 

  • Ram, R. (1990). Educational expansion and schooling inequality: International evidence and some implication. Review of Economics and Statistics, 72, 266–274. https://doi.org/10.2307/2109716

    Article  Google Scholar 

  • Rawls, J. (2001). Justice as fairness: A restatement. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • 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 

  • Roemer, J. E. (1998). Equality of opportunity. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Roksa, J. (2011). Differentiation and work: Inequality in degree attainment in U.S. higher education. Higher Education, 61, 293–308. https://doi.org/10.1007/s10734-010-9378-7

    Article  Google Scholar 

  • 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. https://doi.org/10.1007/BF00974434

    Article  Google Scholar 

  • 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. https://doi.org/10.1016/0272-7757(88)90070-2

    Article  Google Scholar 

  • 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 http://adva.org/wp-content/uploads/2015/08/bidul-ve-e-shivion-bachinuch.pdf.

  • 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 

  • 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 

  • Tomul, E. (2011). Educational inequality in Turkey: An evaluation by Gini index. Eğitim ve Bilim [Education and Science], 36(160), 135–143. Retrieved from http://egitimvebilim.ted.org.tr/index.php/EB/article/download/403/265.

  • Torres, C. A. (2009). Education and neoliberal globalization. New York, NY: Routledge.

    Google Scholar 

  • 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 

  • 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. https://doi.org/10.1162/ADEV_a_00042

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Dadon-Golan, Z., BenDavid-Hadar, I., Klein, J. (2018). Measuring (In) Equality in Education. In: BenDavid-Hadar, I. (eds) Education Finance, Equality, and Equity. Education, Equity, Economy, vol 5. Springer, Cham. https://doi.org/10.1007/978-3-319-90388-0_11

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-90388-0_11

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-90387-3

  • Online ISBN: 978-3-319-90388-0

  • eBook Packages: EducationEducation (R0)

Publish with us

Policies and ethics