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Human Capital, the Structure of Production, and Growth

  • Antonio Ciccone

    (ICREA and Universitat Pompeu Fabra, Department of Economics and Business)

  • Elias Papaioannou

    (Dartmouth College, Economics Department)

We document that countries with higher initial education levels experienced faster value-added and employment growth in schooling-intensive industries in the 1980s and 1990s. This effect is robust to controls for other determinants of international specialization and becomes stronger when we focus on economies open to international trade. Our finding is consistent with schooling fostering the adoption of new technologies if such technologies are skilled-labor augmenting, as was the case in the 1980s and the 1990s. In line with international specialization theory, we also find that countries where education levels increased rapidly experienced stronger shifts in production toward schooling-intensive industries. Copyright by the President and Fellows of Harvard College and the Massachusetts Institute of Technology.

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Article provided by MIT Press in its journal The Review of Economics and Statistics.

Volume (Year): 91 (2009)
Issue (Month): 1 (February)
Pages: 66-82

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Handle: RePEc:tpr:restat:v:91:y:2009:i:1:p:66-82
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  1. Daron Acemoglu & Fabrizio Zilibotti, 2001. "Productivity Differences," The Quarterly Journal of Economics, MIT Press, vol. 116(2), pages 563-606, May.
  2. Peter Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114 National Bureau of Economic Research, Inc.
  3. Kahn, J. & Lim, J.S., 1997. "Skilled Labor-Augmenting Technical Progress in U.S. Manufacturing," RCER Working Papers 437, University of Rochester - Center for Economic Research (RCER).
  4. James A. Kahn & Jong-Soo Lim, 1998. "Skilled Labor-Augmenting Technical Progress In U.S. Manufacturing," The Quarterly Journal of Economics, MIT Press, vol. 113(4), pages 1281-1308, November.
  5. Jeffrey D. Sachs & Andrew Warner, 1995. "Economic Reform and the Process of Global Integration," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 1-118.
  6. James Heckman & Pedro Carneiro, 2003. "Human Capital Policy," NBER Working Papers 9495, National Bureau of Economic Research, Inc.
  7. Fitzgerald, Doireann & Hallak, Juan Carlos, 2004. "Specialization, factor accumulation and development," Journal of International Economics, Elsevier, vol. 64(2), pages 277-302, December.
  8. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages S71-102, October.
  9. Cohen, Daniel & Soto, Marcelo, 2001. "Growth and Human Capital: Good Data, Good Results," CEPR Discussion Papers 3025, C.E.P.R. Discussion Papers.
  10. Angel de la Fuente & Rafael Doménech, 2006. "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 1-36, 03.
  11. Gauri Kartini Shastry & David N. Weil, 2003. "How Much of Cross-Country Income Variation is Explained By Health?," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 387-396, 04/05.
  12. Johnson, Paul & Durlauf, Steven N & Temple, Johnathan R. W., 2004. "Growth Econometrics," Vassar College Department of Economics Working Paper Series 61, Vassar College Department of Economics.
    • Durlauf, Steven N. & Johnson, Paul A. & Temple, Jonathan R.W., 2005. "Growth Econometrics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 8, pages 555-677 Elsevier.
  13. N. Gregory Mankiw & David Romer & David N. Weil, 1990. "A Contribution to the Empirics of Economic Growth," NBER Working Papers 3541, National Bureau of Economic Research, Inc.
  14. Robert J. Barro, 1989. "Economic Growth in a Cross Section of Countries," NBER Working Papers 3120, National Bureau of Economic Research, Inc.
  15. Djankov, Simeon & La Porta, Rafael & López-de-Silanes, Florencio & Shleifer, Andrei, 2001. "The Regulation of Entry," CEPR Discussion Papers 2953, C.E.P.R. Discussion Papers.
  16. Acemoglu, D., 1997. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," Working papers 97-14, Massachusetts Institute of Technology (MIT), Department of Economics.
  17. 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 541-63, July.
  18. Francesco Caselli & Wilbur John Coleman, 2001. "Cross-Country Technology Diffusion: The Case of Computers," American Economic Review, American Economic Association, vol. 91(2), pages 328-335, May.
  19. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
  20. Angel de la Fuente & Rafael Domenech, 2001. "Schooling Data, Technological Diffusion, and the Neoclassical Model," American Economic Review, American Economic Association, vol. 91(2), pages 323-327, May.
  21. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
  22. Paul M. Romer, 1989. "Human Capital And Growth: Theory and Evidence," NBER Working Papers 3173, National Bureau of Economic Research, Inc.
  23. Daron Acemoglu & Simon Johnson & James A. Robinson, 2000. "The Colonial Origins of Comparative Development: An Empirical Investigation," NBER Working Papers 7771, National Bureau of Economic Research, Inc.
  24. Daron Acemoglu, 2002. "Directed Technical Change," Review of Economic Studies, Oxford University Press, vol. 69(4), pages 781-809.
  25. Francesco Caselli, 2004. "Accounting for Cross-Country Income Differences," NBER Working Papers 10828, National Bureau of Economic Research, Inc.
  26. Francesco Caselli & Wilbur John Coleman II, 2002. "The U.S. Technology Frontier," American Economic Review, American Economic Association, vol. 92(2), pages 148-152, May.
  27. David Autor & Lawrence Katz & Alan Krueger, 1997. "Computing Inequality: Have Computers Changed the Labor Market?," Working Papers 756, Princeton University, Department of Economics, Industrial Relations Section..
  28. Daron Acemoglu, 1999. "Patterns of Skill Premia," NBER Working Papers 7018, National Bureau of Economic Research, Inc.
  29. Robert E. Hall & Charles I. Jones, 1999. "Why Do Some Countries Produce So Much More Output per Worker than Others?," NBER Working Papers 6564, National Bureau of Economic Research, Inc.
  30. Eric A. Hanushek, 2004. "Some Simple Analytics of School Quality," NBER Working Papers 10229, National Bureau of Economic Research, Inc.
  31. Alan Krueger & Mikael Lindahl, 2000. "Education for Growth: Why and For Whom?," Working Papers 808, Princeton University, Department of Economics, Industrial Relations Section..
  32. Francesco Caselli, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
  33. Ventura, Jaume, 2005. "Global View of Economic Growth," CEPR Discussion Papers 5059, C.E.P.R. Discussion Papers.
  34. James Harrigan, 2001. "Specialization and the volume of trade: do the data obey the laws?," Staff Reports 140, Federal Reserve Bank of New York.
  35. Raymond Fisman & Inessa Love, 2004. "Financial Development and Growth in the Short and Long Run," NBER Working Papers 10236, National Bureau of Economic Research, Inc.
  36. Juan Botero & Simeon Djankov & Rafael LaPorta & Florencio López-de-Silanes & Andrei Shleifer, . "The Regulation of Labor," Working Paper 19483, Harvard University OpenScholar.
  37. Raghuram G. Rajan & Luigi Zingales, 1996. "Financial Dependence and Growth," NBER Working Papers 5758, National Bureau of Economic Research, Inc.
  38. Ventura, Jaume, 1997. "Growth and Interdependence," The Quarterly Journal of Economics, MIT Press, vol. 112(1), pages 57-84, February.
  39. Klenow, Peter J., 1998. "Ideas versus rival human capital: Industry evidence on growth models," Journal of Monetary Economics, Elsevier, vol. 42(1), pages 3-23, June.
  40. Jess Benhabib & Mark Spiegel, 2002. "Human capital and technology diffusion," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
  41. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-91.
  42. Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007. "Private credit in 129 countries," Journal of Financial Economics, Elsevier, vol. 84(2), pages 299-329, May.
  43. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Educational Studies, Higher School of Economics, issue 1, pages 154-193.
  44. Pritchett, Lant, 1996. "Where has all the education gone?," Policy Research Working Paper Series 1581, The World Bank.
  45. Krugman, Paul, 1980. "Scale Economies, Product Differentiation, and the Pattern of Trade," American Economic Review, American Economic Association, vol. 70(5), pages 950-59, December.
  46. Edward L. Glaeser & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2004. "Do Institutions Cause Growth?," Journal of Economic Growth, Springer, vol. 9(3), pages 271-303, 09.
  47. Francesco Caselli & Gerardo Esquivel & Fernando Lefort, 1997. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Working Papers Central Bank of Chile 03, Central Bank of Chile.
  48. 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.
  49. Francesco Caselli & Wilbur John Coleman II, 2000. "The World Technology Frontier," NBER Working Papers 7904, National Bureau of Economic Research, Inc.
  50. Claessens, Stijn & Laeven, Luc, 2002. "Financial development, property rights, and growth," Policy Research Working Paper Series 2924, The World Bank.
  51. John Romalis, 2004. "Factor Proportions and the Structure of Commodity Trade," American Economic Review, American Economic Association, vol. 94(1), pages 67-97, March.
  52. Deardorff, Alan V, 1982. "The General Validity of the Heckscher-Ohlin Theorem," American Economic Review, American Economic Association, vol. 72(4), pages 683-94, September.
  53. Fisman, Raymond & Love, Inessa, 2001. "Trade credit, financial intermediary development, and industry growth," Policy Research Working Paper Series 2695, The World Bank.
  54. Forstner, Helmut, 1985. "A Note on the General Validity of the Heckscher-Ohlin Theorem," American Economic Review, American Economic Association, vol. 75(4), pages 844-49, September.
  55. N. Gregory Mankiw, 1995. "The Growth of Nations," Harvard Institute of Economic Research Working Papers 1732, Harvard - Institute of Economic Research.
  56. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863 Elsevier.
  57. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
  58. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
  59. Dornbusch, Rudiger & Fischer, Stanley & Samuelson, Paul A, 1980. "Heckscher- Ohlin Trade Theory with a Continuum of Goods," The Quarterly Journal of Economics, MIT Press, vol. 95(2), pages 203-24, September.
  60. Ananth Seshadri & Rodolfo Manuelli, 2005. "Human Capital and the Wealth of Nations," 2005 Meeting Papers 56, Society for Economic Dynamics.
  61. Barry P. Bosworth & Susan M. Collins, 2003. "The Empirics of Growth: An Update," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 113-206.
  62. Richard R. Nelson & Edmond S. Phelps, 1965. "Investment in Humans, Technological Diffusion and Economic Growth," Cowles Foundation Discussion Papers 189, Cowles Foundation for Research in Economics, Yale University.
  63. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
  64. Jaume Ventura, 2005. "A Global View of Economic Growth," Working Papers 203, Barcelona Graduate School of Economics.
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