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Education as a driver of income inequality in twentieth-century Africa

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  • Van Leeuwen, Bas
  • van Leeuwen-Li, Jieli
  • Foldvari, Peter

Abstract

In this paper, we address the issue of how education affected income inequality in twentieth-century Africa. Three channels are identified through which education may affect income inequality. First, an increase in the average educational level is correlated with an increase in average income, which, ceteris paribus, reduces inequality. Second, a reduction in educational inequality may, given a positive correlation between education level and income, reduce income inequality. Thirdly, an increase in the supply of education may decrease the price of skilled labour thus lowering income inequality. We find that in the long-run education does not affect income growth, indicating that in twentieth-century Africa it was inspiration (i.e., Total Factor Productivity [TFP]) rather than perspiration (i.e., education and physical capital) that drove economic development. Testing for the effects of the remaining two channels, we found a significant non-linear relationship between educational and income inequality suggesting that, contrary to the level of education, these two channels were important in determining income inequality in Africa. Taking an example from the end of the twentieth century, if educational equality had been eliminated, then income inequality would decline by no less than 81%.

Suggested Citation

  • Van Leeuwen, Bas & van Leeuwen-Li, Jieli & Foldvari, Peter, 2012. "Education as a driver of income inequality in twentieth-century Africa," MPRA Paper 43574, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:43574
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    as
    1. Phyllis Deane, 1946. "Measuring National Income in Colonial Territories," NBER Chapters, in: Studies in Income and Wealth, Volume 8, pages 145-174, National Bureau of Economic Research, Inc.
    2. Jan Luiten van Zanden & Joerg Baten & Peter Foldvari & Bas van Leeuwen, 2011. "The Changing Shape of Global Inequality - exploring a new dataset," Working Papers 0001, Utrecht University, Centre for Global Economic History.
    3. Jeffrey D. Sachs & Andrew M. Warner, 1995. "Economic Convergence and Economic Policies," NBER Working Papers 5039, National Bureau of Economic Research, Inc.
    4. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    5. Daniel Cohen & Marcelo Soto, 2002. "Why are Some Countries so Poor?: Another Look at the Evidence and a Message of Hope," OECD Development Centre Working Papers 197, OECD Publishing.
    6. Jutta Bolt & Dirk Bezemer, 2009. "Understanding Long-Run African Growth: Colonial Institutions or Colonial Education?," Journal of Development Studies, Taylor & Francis Journals, vol. 45(1), pages 24-54.
    7. 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.
    8. Bas van Leeuwen & Peter Földvári, 2013. "Capital Accumulation and Growth in Central Europe, 1920-2006," Eastern European Economics, Taylor & Francis Journals, vol. 51(5), pages 69-93, September.
    9. Amparo Castello & Rafael Domenech, 2002. "Human Capital Inequality and Economic Growth: Some New Evidence," Economic Journal, Royal Economic Society, vol. 112(478), pages 187-200, March.
    10. Prados de la Escosura, Leandro, 2013. "Human development in Africa: A long-run perspective," Explorations in Economic History, Elsevier, vol. 50(2), pages 179-204.
    11. Scott L. Baier & Gerald P. Dwyer & Robert Tamura, 2006. "How Important are Capital and Total Factor Productivity for Economic Growth?," Economic Inquiry, Western Economic Association International, vol. 44(1), pages 23-49, January.
    12. Tarik M. Yousef, 2002. "Egypt's Growth Performance Under Economic Liberalism: A Reassessment with New GDP Estimates, 1885-1945," Working Papers 0211, Economic Research Forum, revised 11 Apr 2002.
    13. Van Leeuwen, Bas & van Leeuwen-Li, Jieli & Foldvari, Peter, 2011. "Regional human capital in Republican and New China: Its spread, quality and effects on economic growth," MPRA Paper 43582, University Library of Munich, Germany.
    14. Milanovic, Branko, 1997. "A simple way to calculate the Gini coefficient, and some implications," Economics Letters, Elsevier, vol. 56(1), pages 45-49, September.
    15. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    16. Daron Acemoglu & Simon Johnson & James A. Robinson, 2002. "Reversal of Fortune: Geography and Institutions in the Making of the Modern World Income Distribution," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1231-1294.
    17. Mahadevan, Renuka, 2007. "Perspiration versus inspiration: Lessons from a rapidly developing economy," Journal of Asian Economics, Elsevier, vol. 18(2), pages 331-347, April.
    18. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    19. Nehru, Vikram & Swanson, Eric & Dubey, Ashutosh, 1995. "A new database on human capital stock in developing and industrial countries: Sources, methodology, and results," Journal of Development Economics, Elsevier, vol. 46(2), pages 379-401, April.
    20. Ewout H.P. Frankema, 2012. "The origins of formal education in sub-Saharan Africa: was British rule more benign?," European Review of Economic History, European Historical Economics Society, vol. 16(4), pages 335-355, November.
    21. Gareth Austin, 2008. "Resources, techniques, and strategies south of the Sahara: revising the factor endowments perspective on African economic development, 1500–20001," Economic History Review, Economic History Society, vol. 61(3), pages 587-624, August.
    22. D. C. Krogh & J. J. D. Willers, 1962. "The Preparation Of National Accounting Estimates For South West Africa And A Presentation Of Consolidated Series For South Africa, South West Africa And The Three British Protectorates (1920–59)," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 1962(1), pages 206-232, March.
    23. Daron Acemoglu & Joshua Angrist, 2001. "How Large Are Human Capital Externalities? Evidence from Compulsory Schooling Laws," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 9-74, National Bureau of Economic Research, Inc.
    24. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    25. Yousef, Tarik M, 2002. "Egypt's Growth Performance under Economic Liberalism: A Reassessment with New GDP Estimates, 1886-1945," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(4), pages 561-579, December.
    26. Tarik M. Yousef, 2002. "Egypt’s Growth Performance Under Economic Liberalism: A Reassessment With New GDP Estimates, 1886–1945," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(4), pages 561-579, December.
    27. Ewout Frankema & Marlous van Waijenburg, 2011. "African Real Wages in Asian Perspective, 1880-1940," Working Papers 0002, Utrecht University, Centre for Global Economic History.
    28. Angeles, Luis, 2008. "GDP per capita or real wages? Making sense of conflicting views on pre-industrial Europe," Explorations in Economic History, Elsevier, vol. 45(2), pages 147-163, April.
    29. B. Leeuwen & P. Földvári, 2011. "Capital accumulation and growth in Hungary, 1924–2006," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 61(2), pages 143-164, June.
    30. Theo Eicher & Cecilia García-Peñalosa & Tanguy Ypersele, 2009. "Education, corruption, and the distribution of income," Journal of Economic Growth, Springer, vol. 14(3), pages 205-231, September.
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    Cited by:

    1. Jutta Bolt & Jan Luiten Zanden, 2014. "The Maddison Project: collaborative research on historical national accounts," Economic History Review, Economic History Society, vol. 67(3), pages 627-651, August.
    2. Péter Földvári & Bas van Leeuwen, 2014. "Educational and income inequality in Europe, ca. 1870–2000," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 8(3), pages 271-300, September.
    3. Tomasz Serwach, 2022. "The European Union and within-country income inequalities. The case of the New Member States," Working Papers hal-03548416, HAL.
    4. Maria C. Lo Bue & Kunal Sen & Staffan I. Lindberg, 2021. "Clientelism, public goods provision, and governance," WIDER Working Paper Series wp-2021-98, World Institute for Development Economic Research (UNU-WIDER).

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    More about this item

    Keywords

    Africa; education; history; inequality; economic growth;
    All these keywords.

    JEL classification:

    • N1 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa
    • D6 - Microeconomics - - Welfare Economics
    • N3 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy
    • N17 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - Africa; Oceania

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