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Does educational achievement help to explain income inequality?

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  • Daniele Checchi

Abstract

In this paper we propose to measure inequality of educational achievements by constructing a Giniindex on educational attainments. We then use the proposed measure to analyse the relationshi between inequality in incomes and educational achievements (in terms of both the average attainments and its concentration). Even if theoretical considerations suggest a non-linear relationship between these two measures of inequality, actual data indicate that average years of education have a stronger negative impact on measured income inequality. Multivariate regressions also prove that, once we take into account the negative correlation between average educational achievement and its dispersion, the relationship between income inequality and average years of schooling is U-shaped, with a lower turning point at 6. 5 years. Income inequality is also negatively related to per capita income and positively related to capital/output ratio and government expenditure in education. Looking at relative contribution of education to income inequality, we find that it contributes to explain a portion of variance enclosed between 3% and 16%, but this fraction is higher in developed countries and shows a rising trend.

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  • Daniele Checchi, 2000. "Does educational achievement help to explain income inequality?," Departmental Working Papers 2000-11, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
  • Handle: RePEc:mil:wpdepa:2000-11
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    1. Jong–Wha Lee & Robert J. Barro, 2001. "Schooling Quality in a Cross–Section of Countries," Economica, London School of Economics and Political Science, vol. 68(272), pages 465-488, November.
    2. Roberto Perotti, 1993. "Political Equilibrium, Income Distribution, and Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(4), pages 755-776.
    3. Feenstra, Robert C & Hanson, Gordon H, 1996. "Globalization, Outsourcing, and Wage Inequality," American Economic Review, American Economic Association, vol. 86(2), pages 240-245, May.
    4. Deininger, Klaus & Squire, Lyn, 1996. "A New Data Set Measuring Income Inequality," The World Bank Economic Review, World Bank, vol. 10(3), pages 565-591, September.
    5. Derek Neal & Sherwin Rosen, 1998. "Theories of the Distribution of Labor Earnings," NBER Working Papers 6378, National Bureau of Economic Research, Inc.
    6. Deininger, Klaus & Squire, Lyn, 1998. "New ways of looking at old issues: inequality and growth," Journal of Development Economics, Elsevier, vol. 57(2), pages 259-287.
    7. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    8. Robert J. Barro, 1999. "Inequality, Growth, and Investment," NBER Working Papers 7038, National Bureau of Economic Research, Inc.
    9. 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.
    10. Flug, Karnit & Spilimbergo, Antonio & Wachtenheim, Erik, 1998. "Investment in education: do economic volatility and credit constraints matter?," Journal of Development Economics, Elsevier, vol. 55(2), pages 465-481, April.
    11. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    12. Matthew Higgins & Jeffrey G. Williamson, 1999. "Explaining Inequality the World Round: Cohort Size, Kuznets Curves, andOpenness," NBER Working Papers 7224, National Bureau of Economic Research, Inc.
    13. Kevin M. Murphy & W. Craig Riddell & Paul M. Romer, 1998. "Wages, Skills, and Technology in the United States and Canada," NBER Working Papers 6638, National Bureau of Economic Research, Inc.
    14. Ram, Rati, 1990. "Educational Expansion and Schooling Inequality: International Evidence and Some Implications," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 266-274, May.
    15. Richard Breen & Cecilia García‐Peñalosa, 2005. "Income Inequality and Macroeconomic Volatility: An Empirical Investigation," Review of Development Economics, Wiley Blackwell, vol. 9(3), pages 380-398, August.
    16. Oded Galor & Daniel Tsiddon, 1996. "The Distribution of Human Capital and Economic Growth," Working Papers 1996-32, Brown University, Department of Economics.
    17. Roland Bénabou, 1996. "Inequality and Growth," NBER Chapters, in: NBER Macroeconomics Annual 1996, Volume 11, pages 11-92, National Bureau of Economic Research, Inc.
    18. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    19. Thomas Piketty, 1997. "The Dynamics of the Wealth Distribution and the Interest Rate with Credit Rationing," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(2), pages 173-189.
    20. Peter Gottschalk & Timothy M. Smeeding, 1997. "Cross-National Comparisons of Earnings and Income Inequality," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 633-687, June.
    21. Andrew Glyn & Wiemer Salverda, 1999. "Employment Inequalities," Economics Working Paper Archive wp_293, Levy Economics Institute.
    22. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    23. Li, Hongyi & Squire, Lyn & Zou, Heng-fu, 1998. "Explaining International and Intertemporal Variations in Income Inequality," Economic Journal, Royal Economic Society, vol. 108(446), pages 26-43, January.
    24. O'Neill, Donal, 1995. "Education and Income Growth: Implications for Cross-Country Inequality," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1289-1301, December.
    25. Cornia, Giovanni Andrea, "undated". "Liberalization, Globalization and Income Distribution," WIDER Working Papers 295482, United Nations University, World Institute for Development Economic Research (UNU-WIDER).
    26. Mark Gradstein & Branko Milanovic, 2000. "Does Liberté = Egalité? A Survey of the Empirical Evidence on the Links between Political Democracy and Income Inequality," CESifo Working Paper Series 261, CESifo.
    27. Ravallion, Martin & Wodon, Quentin, 2000. "Does Child Labour Displace Schooling? Evidence on Behavioural Responses to an Enrollment Subsidy," Economic Journal, Royal Economic Society, vol. 110(462), pages 158-175, March.
    28. Perotti, Roberto, 1996. "Growth, Income Distribution, and Democracy: What the Data Say," Journal of Economic Growth, Springer, vol. 1(2), pages 149-187, June.
    29. Atkinson, A.B. & Brandolini, A., 2000. "Promise and Pitfalls in the Use of 'Secondary' Data -Sets: Income Inequality in OECD Countries," Papers 379, Banca Italia - Servizio di Studi.
    30. Atkinson, A. B., 1997. "Measurement of Trends in Poverty and the Income Distribution," Cambridge Working Papers in Economics 9712, Faculty of Economics, University of Cambridge.
    31. Nielsen, H.S., 1998. "Child Labor and School Attendance: Two Joint Decisions," Papers 98-15, Centre for Labour Market and Social Research, Danmark-.
    32. Anand, Sudhir & Kanbur, S. M. R., 1993. "The Kuznets process and the inequality--development relationship," Journal of Development Economics, Elsevier, vol. 40(1), pages 25-52, February.
    33. George J. Borjas & Valerie A. Ramey, 1995. "Foreign Competition, Market Power, and Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1075-1110.
    34. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    35. Barro, Robert J & Lee, Jong Wha, 1996. "International Measures of Schooling Years and Schooling Quality," American Economic Review, American Economic Association, vol. 86(2), pages 218-223, May.
    36. Richard Breen, 1999. "Income Inequality and Macroeconomic Volatility: An Empirical Investigation," Economics Series Working Papers 1999-W20, University of Oxford, Department of Economics.
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    Cited by:

    1. Daniele Checchi & Cecilia García‐Peñalosa, 2010. "Labour Market Institutions and the Personal Distribution of Income in the OECD," Economica, London School of Economics and Political Science, vol. 77(307), pages 413-450, July.
    2. Coen Teulings & Thijs van Rens, 2008. "Education, Growth, and Income Inequality," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 89-104, February.
    3. Mazhar Mughal, 2010. "Explaining income inequalities in the developing countries- the role of human capital," Post-Print hal-01881841, HAL.
    4. Petra Sauer & Martin Zagler, 2014. "(In)equality in Education and Economic Development," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S2), pages 353-379, November.
    5. Andrés Rodríguez‐Pose & Vassilis Tselios, 2009. "Education And Income Inequality In The Regions Of The European Union," Journal of Regional Science, Wiley Blackwell, vol. 49(3), pages 411-437, August.
    6. Ghosh, sudeshna, 2017. "Education Attainment Forecasting and Economic Inequality United States," MPRA Paper 89712, University Library of Munich, Germany.
    7. Asplund, Rita, 2004. "A Macroeconomic Perspective on Education and Inequality," Discussion Papers 906, The Research Institute of the Finnish Economy.
    8. Rodríguez, Laura, 2016. "Intrahousehold Inequalities in Child Rights and Well-Being. A Barrier to Progress?," World Development, Elsevier, vol. 83(C), pages 111-134.
    9. Vassilis Tselios, 2008. "Income and educational inequalities in the regions of the European Union: Geographical spillovers under welfare state restrictions," Papers in Regional Science, Wiley Blackwell, vol. 87(3), pages 403-430, August.
    10. Andrea Brandolini & Anthony B. Atkinson, 2001. "Promise and Pitfalls in the Use of "Secondary" Data-Sets: Income Inequality in OECD Countries As a Case Study," Journal of Economic Literature, American Economic Association, vol. 39(3), pages 771-799, September.
    11. Mónica Patricia Ospina, 2014. "El efecto del gasto social en la distribución del ingreso: un análisis para economías latinoamericanas," Revista Ciencias Estratégicas, Universidad Pontificia Bolivariana, December.
    12. Tomaso Pompili & Michela Martinoia, 2011. "Building Synthetic Indicators For Aspects Of Territorial Capital Towards Their Impact On Regional Performance," ERSA conference papers ersa11p1528, European Regional Science Association.
    13. Digdowiseiso, Kumba, 2009. "Education inequality, economic growth, and income inequality: Evidence from Indonesia, 1996-2005," MPRA Paper 17792, University Library of Munich, Germany.
    14. Heshmati, Almas & Kim, Jungsuk, 2014. "A Survey of the Role of Fiscal Policy in Addressing Income Inequality, Poverty Reduction and Inclusive Growth," IZA Discussion Papers 8119, Institute of Labor Economics (IZA).
    15. Patricia Justino, 2012. "Multidimensional welfare distributions: empirical application to household panel data from Vietnam," Applied Economics, Taylor & Francis Journals, vol. 44(26), pages 3391-3405, September.
    16. repec:pru:wpaper:24 is not listed on IDEAS
    17. Salwa TRABELSI, 2013. "Regional Inequality Of Education In Tunisia: An Evaluation By The Gini Index," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 37, pages 95-117.
    18. Rodríguez, Laura, 2016. "Intrahousehold Inequalities in Child Rights and Well-Being. A Barrier to Progress?," World Development, Elsevier, vol. 83(C), pages 111-134.
    19. Rafal Kierzenkowski & Isabell Koske, 2013. "The Drivers Of Labor Income Inequality — A Literature Review," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 4(01), pages 1-32.
    20. Teheni EL GHAK & Hajer ZARROUK, 2010. "Développement Financier Et Écarts De Revenus Des Pays : Une Analyse Empirique Sur Données De Panel," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 32, pages 59-90.
    21. Monica Szeles, 2013. "Re-examining the relationship between economic growth and inequality in the New Member States," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(5), pages 2799-2813, August.
    22. Monica Ospina, 2009. "The effect of social spending on income inequality:An analysis for Latin American countries," Documentos de Trabajo de Valor Público 10620, Universidad EAFIT.
    23. Thorbecke, Erik & Charumilind, Chutatong, 2002. "Economic Inequality and Its Socioeconomic Impact," World Development, Elsevier, vol. 30(9), pages 1477-1495, September.

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