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Global Dynamics of Gini Coefficients of Education for 146 Countries: Update to 1950-2015 and a Compact Guide to the Literature

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  • Thomas Ziesemer

Abstract

We briefly survey the literature which uses data for Gini coefficients of education. We update the Gini coefficients of education to include the year 2015, added to the Barro-Lee data set recently, and compare them to those of the earlier data set based on older Barro-Lee data. A panel analysis shows that every five years education inequality falls by 2.8 percentage points. A stable average value is predicted to be 0.22. Kernel density world distributions for education Ginis loose their twin peaks when going from 1955 to later years, and the right tail of the distribution with high inequality is losing mass over time.

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  • Thomas Ziesemer, 2022. "Global Dynamics of Gini Coefficients of Education for 146 Countries: Update to 1950-2015 and a Compact Guide to the Literature," Bulletin of Applied Economics, Risk Market Journals, vol. 9(1), pages 85-95.
    • Handle: RePEc:rmk:rmkbae:v:9:y:2022:i:1:p:85-95
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    1. José De Gregorio & Jong–Wha Lee, 2002. "Education and Income Inequality: New Evidence From Cross‐Country Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 395-416, September.
    2. Michela Braga & Daniele Checchi & Elena Meschi, 2011. "GINI DP 22: Institutional Reforms and Educational Attainment in Europe," GINI Discussion Papers 22, AIAS, Amsterdam Institute for Advanced Labour Studies.
    3. Ziesemer, Thomas, 2011. "What Changes Gini Coefficients of Education? On the dynamic interaction between education, its distribution and growth," MERIT Working Papers 2011-053, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Francisco H. G. Ferreira & Jérémie Gignoux, 2014. "The Measurement of Educational Inequality: Achievement and Opportunity," The World Bank Economic Review, World Bank, vol. 28(2), pages 210-246.
    6. Biagio Speciale, 2012. "Are educational policies elitist?," Post-Print hal-00756337, HAL.
    7. Jean-Claude Berthélemy, 2006. "To What Extent are African Education Policies Pro-poor?," Journal of African Economies, Centre for the Study of African Economies, vol. 15(3), pages 434-469, September.
    8. Charles-Coll, Jorge A., 2010. "The optimal rate of inequality: A framework for the relationship between income inequality and economic growth," MPRA Paper 28921, University Library of Munich, Germany.
    9. Quah, Danny, 1993. "Empirical cross-section dynamics in economic growth," European Economic Review, Elsevier, vol. 37(2-3), pages 426-434, April.
    10. Elena Meschi & Francesco Scervini, 2014. "A new dataset on educational inequality," Empirical Economics, Springer, vol. 47(2), pages 695-716, September.
    11. Yulin Hou & Cem Karayalcin, 2019. "Exports of primary goods and human capital accumulation," Review of International Economics, Wiley Blackwell, vol. 27(5), pages 1371-1408, November.
    12. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    13. Petra Sauer & Martin Zagler, 2012. "Economic Growth And The Quantity And Distribution Of Education: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 26(5), pages 933-951, December.
    14. Galor, Oded & Tsiddon, Daniel, 1997. "The Distribution of Human Capital and Economic Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 93-124, March.
    15. Christian Morrisson & Fabrice Murtin, 2010. "The Kuznets Curve of Education: A Global Perspective on Education Inequalities," CEE Discussion Papers 0116, Centre for the Economics of Education, LSE.
    16. Michael A. Clemens, 2004. "The Long Walk to School: International education goals in historical perspective," Development and Comp Systems 0403007, University Library of Munich, Germany.
    17. repec:oup:ecpoli:v:28:y:2013:i:73:p:45-100 is not listed on IDEAS
    18. Audrey Siew Kim LIM & Kam Ki TANG, 2008. "Human Capital Inequality And The Kuznets Curve," The Developing Economies, Institute of Developing Economies, vol. 46(1), pages 26-51, March.
    19. Shay Tsur & Eyal Argov, 2019. "Conditional Convergence and Future TFP Growth in Israel," Bank of Israel Working Papers 2019.05, Bank of Israel.
    20. Tomokazu Nomura, 2007. "Contribution of education and educational equality to economic growth," Applied Economics Letters, Taylor & Francis Journals, vol. 14(9), pages 627-630.
    21. Galor, Oded & Tsiddon, Daniel, 1997. "The Distribution of Human Capital and Economic Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 93-124, March.
    22. Cruces, Guillermo & Gasparini, Leonardo, 2011. "Inequality in Education: Evidence for Latin America," WIDER Working Paper Series 093, World Institute for Development Economic Research (UNU-WIDER).
    23. IBOURK, Aomar & AMAGHOUSS, Jabrane, 2015. "Inequality In Education In The Mena Region: A Macroeconometric Investigation Using Normative Indicators," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 15(2), pages 129-146.
    24. Elena Meschi & Francesco Scervini, 2014. "Expansion of schooling and educational inequality in Europe: the educational Kuznets curve revisited," Oxford Economic Papers, Oxford University Press, vol. 66(3), pages 660-680.
    25. Mejia, Daniel & St-Pierre, Marc, 2008. "Unequal opportunities and human capital formation," Journal of Development Economics, Elsevier, vol. 86(2), pages 395-413, June.
    26. Zheng, Zhijie & Huang, Chien-Yu & Wan, Xi, 2020. "Human Capital and Income Inequality in a Monetary Schumpeterian Growth Model," MPRA Paper 101912, University Library of Munich, Germany.
    27. Bowman, Kevin James, 2007. "Knowledge stocks by distance to frontier: Linking low education inequality to high growth in developing countries," Journal of Asian Economics, Elsevier, vol. 18(4), pages 613-635, August.
    28. P�ter F�ldv�ri & Bas van Leeuwen, 2011. "Should less inequality in education lead to a more equal income distribution?," Education Economics, Taylor & Francis Journals, vol. 19(5), pages 537-554, February.
    29. Biagio Speciale, 2012. "Are educational policies elitist?," Oxford Economic Papers, Oxford University Press, vol. 64(3), pages 439-463, July.
    30. Morgan Kelly, 2000. "Inequality And Crime," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 530-539, November.
    31. Castelló-Climent, Amparo & Mukhopadhyay, Abhiroop, 2013. "Mass education or a minority well educated elite in the process of growth: The case of India," Journal of Development Economics, Elsevier, vol. 105(C), pages 303-320.
    32. Miki Malul & Daniel Shapira & Amir Shoham, 2013. "Practical modified Gini index," Applied Economics Letters, Taylor & Francis Journals, vol. 20(4), pages 324-327, March.
    33. Jong-Wha Lee & Hanol Lee, 2018. "Human capital and income inequality," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 23(4), pages 554-583, October.
    34. Michela Braga & Daniele Checchi & Elena Meschi, 2013. "Educational policies in a long-run perspective [The governance and performance of universities: evidence from Europe and the U.S]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 28(73), pages 45-100.
    35. Eyal Argov & Shay Tsur, 2019. "A Long-Run Growth Model for Israel," Bank of Israel Working Papers 2019.04, Bank of Israel.
    36. Ahuja,Vinod Kumar & Filmer,Deon P. & Ahuja, Vinod*Filmer, Deon, 1995. "Educational attainments in developing countries : new estimates and projections disaggregated by gender," Policy Research Working Paper Series 1489, The World Bank.
    37. Guillermo Cruces & Carolina García Domench & Leonardo Gasparini, 2011. "Inequality in Education: Evidence for Latin America," WIDER Working Paper Series wp-2011-093, World Institute for Development Economic Research (UNU-WIDER).
    38. Dustin Chambers & Patrick A. McLaughlin & Laura Stanley, 2019. "Barriers to prosperity: the harmful impact of entry regulations on income inequality," Public Choice, Springer, vol. 180(1), pages 165-190, July.
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    More about this item

    Keywords

    Gini coefficients of education; guide to literature; new data; trend; changing global distribution.;
    All these keywords.

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • Y1 - Miscellaneous Categories - - Data: Tables and Charts

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