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(In)equality in Education and Economic Development

Author

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  • Petra Sauer

    (Department of Economics, Vienna University of Economics and Business)

  • Martin Zagler

    (Department of Economics, Vienna University of Economics and Business)

Abstract

This paper investigates the relationship between economic development and the average level of education as well as the degree of inequality in the distribution of education, respectively. Approaching this question in a dynamic panel over 60 years and 143 countries with a system GMM estimator reveals strong support for the inclusion of an interaction term between the education Gini coeffcient and average years of schooling, indicating the existence of nonlinear effects. We contribute to the literature in providing strong evidence that more schooling is good for economic growth - irrespective of its distribution - but that the coeffcient is variable and substantially declining in inequality. On the other hand, inequality is positively related to economic growth for low average levels of education, whereas highly educated countries exhibit a statistically insignificant negative relationship between inequality and economic growth. From this it follows that at least a slight increase in the degree of inequality is necessary in order to haul initially poor and low educated economies out of the poverty trap. However, as economies become educated, the effect of educational inequality mainly works indirectly. Accordingly, countries that show greater educational inequality experience lower macro economic returns to education than more equal economies, on average.

Suggested Citation

  • Petra Sauer & Martin Zagler, 2014. "(In)equality in Education and Economic Development," Department of Economics Working Papers wuwp163, Vienna University of Economics and Business, Department of Economics.
  • Handle: RePEc:wiw:wiwwuw:wuwp163
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    1. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    2. Lopez, Ramon & Thomas, Vinod & Yan Wang, 1998. "Addressing the education puzzle : the distribution of education and economic reform," Policy Research Working Paper Series 2031, The World Bank.
    3. Birdsall, Nancy & Londono, Juan Luis, 1997. "Asset Inequality Matters: An Assessment of the World Bank's Approach to Poverty Reduction," American Economic Review, American Economic Association, vol. 87(2), pages 32-37, May.
    4. Topel, Robert, 1999. "Labor markets and economic growth," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 44, pages 2943-2984, Elsevier.
    5. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
    6. Alberto Alesina & Dani Rodrik, 1994. "Distributive Politics and Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 109(2), pages 465-490.
    7. 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.
    8. Francisco H.G. Ferreira, 2001. "Education for the masses? The interaction between wealth, educational and political inequalities," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 9(2), pages 533-552, July.
    9. Günther Rehme, 2007. "Education, Economic Growth and Measured Income Inequality," Economica, London School of Economics and Political Science, vol. 74(295), pages 493-514, August.
    10. Eric A. Hanushek & Dongwook Kim, 1995. "Schooling, Labor Force Quality, and Economic Growth," NBER Working Papers 5399, National Bureau of Economic Research, Inc.
    11. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    12. Omer Moav, 2005. "Cheap Children and the Persistence of Poverty," Economic Journal, Royal Economic Society, vol. 115(500), pages 88-110, January.
    13. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    14. Cecilia Garcia-Penalosa & Eve Caroli & Philippe Aghion, 1999. "Inequality and Economic Growth: The Perspective of the New Growth Theories," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1615-1660, December.
    15. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," Review of Economic Studies, Oxford University Press, vol. 60(1), pages 35-52.
    16. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    17. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    18. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    19. Günther Rehme, 2002. "(Re-)Distribution of Personal Incomes, Education and Economic Performance Across Countries," CESifo Working Paper Series 711, CESifo.
    20. David de la Croix & Matthias Doepke, 2003. "Inequality and Growth: Why Differential Fertility Matters," American Economic Review, American Economic Association, vol. 93(4), pages 1091-1113, September.
    21. repec:dau:papers:123456789/10091 is not listed on IDEAS
    22. Oded Galor & Omer Moav, 2004. "From Physical to Human Capital Accumulation: Inequality and the Process of Development," Review of Economic Studies, Oxford University Press, vol. 71(4), pages 1001-1026.
    23. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    24. Persson, Torsten & Tabellini, Guido, 1994. "Is Inequality Harmful for Growth?," American Economic Review, American Economic Association, vol. 84(3), pages 600-621, June.
    25. Alwyn Young, 2012. "The African Growth Miracle," NBER Working Papers 18490, National Bureau of Economic Research, Inc.
    26. Glomm, Gerhard & Ravikumar, B, 1992. "Public versus Private Investment in Human Capital Endogenous Growth and Income Inequality," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 818-834, August.
    27. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    28. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 107(2), pages 407-437.
    29. 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.
    30. 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.
    31. Aghion, Philippe & Howitt, Peter, 1996. "Research and Development in the Growth Process," Journal of Economic Growth, Springer, vol. 1(1), pages 49-73, March.
    32. Oded Galor, 2009. "Inequality and Economic Development: An Overview," Working Papers 2009-3, Brown University, Department of Economics.
    33. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    34. Checchi, D., 2000. "Does Educational Achievement Help to Explain Income Inequality?," Research Paper 208, World Institute for Development Economics Research.
    35. 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.
    36. Alwyn Young, 2012. "The African Growth Miracle," Journal of Political Economy, University of Chicago Press, vol. 120(4), pages 696-739.
    37. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    38. Oded Galor (ed.), 2009. "Inequality and Economic Development: The Modern Perspective," Books, Edward Elgar Publishing, number 12993.
    39. Xavier X. Sala-i-Martin, 1997. "I Just Ran Four Million Regressions," NBER Working Papers 6252, National Bureau of Economic Research, Inc.
    40. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    41. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    42. Thomas, Vinod & Wang, Yan & Fan, Xibo, 2001. "Measuring education inequality - Gini coefficients of education," Policy Research Working Paper Series 2525, The World Bank.
    43. Sala-i-Martin, Xavier, 1997. "I Just Ran Two Million Regressions," American Economic Review, American Economic Association, vol. 87(2), pages 178-183, May.
    44. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
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    Cited by:

    1. Guido Neidhöfer, 2019. "Intergenerational mobility and the rise and fall of inequality: Lessons from Latin America," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(4), pages 499-520, December.
    2. Raggl, Anna K., 2014. "Economic growth in Ghana : determinants and prospect," Policy Research Working Paper Series 6750, The World Bank.
    3. Jean-François Brun & Constantin Thierry Compaore, 2021. "Public Expenditures Efficiency On Education Distribution in Developing Countries," Working Papers hal-03116615, HAL.
    4. Thomas Ziesemer, 2016. "Gini Coefficients of Education for 146 Countries, 1950-2010," Bulletin of Applied Economics, Risk Market Journals, vol. 3(2), pages 1-8.
    5. Xinxin Wang & Jingjing Hong & Pengpeng Fan & Shidan Xu & Zhixian Chai & Yubo Zhuo, 2021. "Is China’s urban–rural difference in population aging rational? An international comparison with key indicators," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1866-1891, September.
    6. Kanwal, Ayesha & Munir, Kashif, 2015. "The Impact of Educational and Gender Inequality on Income Inequality in South Asia," MPRA Paper 66661, University Library of Munich, Germany.

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    More about this item

    Keywords

    education; economic growth; distribution of education;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • I00 - Health, Education, and Welfare - - General - - - General
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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