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How Important is Human Capital? A Quantitative Theory Assessment of World Income Inequality

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Author Info
Andres Erosa
Tatyana Koreshkova
Diego Restuccia

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Abstract

We develop a quantitative theory of human capital investment in order to evaluate the magnitude of cross-country differences in total factor productivity (TFP) that explains the variation in per-capita incomes across countries. We build a heterogeneous-agent economy with cross-sectional variation in ability, schooling, and expenditures on schooling quality. In our theory, the parameters governing human capital production and random ability process have important implications for a set of cross-sectional statistics - Mincer return, variance of earnings, variance of schooling, and intergenerational correlation of earnings. These restrictions of the theory and U.S. household data are used to pin down the key parameters driving the quantitative implications of the theory. Our main finding is that human capital accumulation strongly amplifies TFP differences across countries. In particular, we find an elasticity of output per worker with respect to TFP of 2.8: a 3-fold difference in TFP explains a 20-fold difference in output per worker. We argue that the cross-country differences in human capital implied by the theory are consistent with a wide array of evidence including earnings of immigrants in the United States, average mincer returns across countries, and the relationship between average years of schooling and per-capita income across countries. The theory implies that using Mincer returns to measure human capital understates differences across countries by a factor of 2.

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Paper provided by University of Toronto, Department of Economics in its series Working Papers with number tecipa-280.

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Length: 47 pages
Date of creation: 06 Mar 2007
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Handle: RePEc:tor:tecipa:tecipa-280

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Related research
Keywords: output per worker TFP human capital heterogeneity inequality

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Find related papers by JEL classification:
O1 - Economic Development, Technological Change, and Growth - - Economic Development

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Luisa Fuster, 2000. "Capital Accumulation in an Economy with Dynasties and Uncertain Lifetimes," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 3(4), pages 650-674, October. [Downloadable!] (restricted)
  2. Ananth Seshadri & Rodolfo Manuelli, 2005. "Human Capital and the Wealth of Nations," 2005 Meeting Papers 56, Society for Economic Dynamics.
  3. Erosa, Andres & Koreshkova, Tatyana, 2007. "Progressive taxation in a dynastic model of human capital," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 667-685, April. [Downloadable!] (restricted)
  4. Hendricks, Lutz A., 2004. "How Important is Human Capital for Development? Evidence from Immigrant Earnings," Staff General Research Papers 11409, Iowa State University, Department of Economics.
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  5. Tauchen, George, 1986. "Finite state markov-chain approximations to univariate and vector autoregressions," Economics Letters, Elsevier, vol. 20(2), pages 177-181. [Downloadable!] (restricted)
  6. Robert Haveman & Barbara Wolfe, 1995. "The Determinants of Children's Attainments: A Review of Methods and Findings," Journal of Economic Literature, American Economic Association, vol. 33(4), pages 1829-1878, December. [Downloadable!] (restricted)
  7. 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 218-23, May. [Downloadable!] (restricted)
  8. Mankiw, N Gregory & Romer, David & Weil, David N, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, MIT Press, vol. 107(2), pages 407-37, May. [Downloadable!] (restricted)
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  9. Mark Bils & Peter J. Klenow, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December. [Downloadable!] (restricted)
  10. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September. [Downloadable!] (restricted)
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  11. James Davies & John Whalley, 1989. "Taxes and Capital Formation: How Important is Human Capital?," NBER Working Papers 2899, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  12. Keane, Michael P & Wolpin, Kenneth I, 2001. "The Effect of Parental Transfers and Borrowing Constraints on Educational Attainment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 42(4), pages 1051-1103, November.
  13. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-95, October. [Downloadable!] (restricted)
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  14. Restuccia, Diego & Urrutia, Carlos, 2001. "Relative prices and investment rates," Journal of Monetary Economics, Elsevier, vol. 47(1), pages 93-121, February. [Downloadable!] (restricted)
  15. Borjas, George J, 1987. "Self-Selection and the Earnings of Immigrants," American Economic Review, American Economic Association, vol. 77(4), pages 531-53, September. [Downloadable!] (restricted)
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  16. Trostel, Philip A, 1993. "The Effect of Taxation on Human Capital," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 327-50, April. [Downloadable!] (restricted)
  17. Aiyagari, S Rao, 1994. "Uninsured Idiosyncratic Risk and Aggregate Saving," The Quarterly Journal of Economics, MIT Press, vol. 109(3), pages 659-84, August. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Diego Restuccia, 2008. "The Latin American Development Problem," Working Papers tecipa-318, University of Toronto, Department of Economics. [Downloadable!]
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