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Education and Cross-Country Productivity Differences

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Abstract

In this paper, we study the effects of education on the total factor productivity (TFP) of a large number of countries. We estimate TFP using a variant of augmented Solow growth model in which health capital is one of the factors of production. We find that quantity of education significantly and positively affects TFP. This result is in contrast to the findings of the previous literature, that suggest that either the quantity of education does not matter for growth (e.g. Benhabib and Spiegel 1994, Caselli et al. 1996) or only the quality of education matters for growth (e.g. Hanushek and Kimko 2000). We also find that TFP differences explain about 1/3rd of per-capita real income differences across countries. This estimate is substantially lower than the existing estimates (e.g. Klenow and Rogriguez-Clare 1997, Hall and Jones 1999) which suggest that TFP differences are the dominant source of per-capita real income differences across countries.

Suggested Citation

  • Alok Kumar & Brianne Kober, 2014. "Education and Cross-Country Productivity Differences," Department Discussion Papers 1404, Department of Economics, University of Victoria.
    • Handle: RePEc:vic:vicddp:1404
    Note: ISSN 1914-2838
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    1. Philippe Aghion & Diego Comin & Peter Howitt & Isabel Tecu, 2016. "When Does Domestic Savings Matter for Economic Growth?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(3), pages 381-407, August.
    2. 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.
    3. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    4. Sudhir Anand & Martin Ravallion, 1993. "Human Development in Poor Countries: On the Role of Private Incomes and Public Services," Journal of Economic Perspectives, American Economic Association, vol. 7(1), pages 133-150, Winter.
    5. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1203-1250.
    6. Miller, Stephen M. & Upadhyay, Mukti P., 2000. "The effects of openness, trade orientation, and human capital on total factor productivity," Journal of Development Economics, Elsevier, vol. 63(2), pages 399-423, December.
    7. McDonald, Scott & Roberts, Jennifer, 2002. "Growth and multiple forms of human capital in an augmented Solow model: a panel data investigation," Economics Letters, Elsevier, vol. 74(2), pages 271-276, January.
    8. Klenow, Peter J. & Rodriguez-Clare, Andres, 1997. "Economic growth: A review essay," Journal of Monetary Economics, Elsevier, vol. 40(3), pages 597-617, December.
    9. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    10. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    11. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    12. Philippe Aghion & Peter Howitt, 2009. "The Economics of Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262012634, December.
    13. David N. Well, 2007. "Accounting for the Effect Of Health on Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1265-1306.
    14. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    15. Knowles, Stephen & Owen, P. Dorian, 1995. "Health capital and cross-country variation in income per capita in the Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 48(1), pages 99-106, April.
    16. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    17. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    18. Temple, Jonathan, 1999. "A positive effect of human capital on growth," Economics Letters, Elsevier, vol. 65(1), pages 131-134, October.
    19. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    20. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    21. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    Cited by:

    1. Li, Zongzhang & Ma, Yanan, 2015. "Rural Education, Technological Progress and Productivity Growth in China's Agriculture," 2015 Conference, August 9-14, 2015, Milan, Italy 212048, International Association of Agricultural Economists.

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    More about this item

    Keywords

    Augmented Solow Growth Model; TFP; Quantity and Quality of Education; Health;
    All these keywords.

    JEL classification:

    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • N10 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - General, International, or Comparative
    • N30 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - General, International, or Comparative
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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