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The Contribution of Schooling in Development Accounting: Results from a Nonparametric Upper Bound

  • Caselli, Francesco
  • Ciccone, Antonio

How much would output increase if underdeveloped economies were to increase their levels of schooling? We contribute to the development accounting literature by describing a non-parametric upper bound on the increase in output that can be generated by more schooling. The advantage of our approach is that the upper bound is valid for any number of schooling levels with arbitrary patterns of substitution/complementarity. Another advantage is that the upper bound is robust to certain forms of endogenous technology response to changes in schooling. We also quantify the upper bound for all economies with the necessary data, compare our results with the standard development accounting approach, and provide an update on the results using the standard approach for a large sample of countries.

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Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 8683.

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Date of creation: Dec 2011
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Handle: RePEc:cpr:ceprdp:8683
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  1. Fallon, P R & Layard, P R G, 1975. "Capital-Skill Complementarity, Income Distribution, and Output Accounting," Journal of Political Economy, University of Chicago Press, vol. 83(2), pages 279-301, April.
  2. Francesco Caselli, 2004. "Accounting for Cross-Country Income Differences," NBER Working Papers 10828, National Bureau of Economic Research, Inc.
  3. 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.
  4. David Lagakos & Benjamin Moll & Tommaso Porzio & Nancy Qian, 2012. "Experience Matters: Human Capital and Development Accounting," Working Papers 2012-021, Human Capital and Economic Opportunity Working Group.
  5. Chris Papageorgiou & John Duffy & Fidel Perez-Sebastian, . "Capital-Skill complementarity? Evidence from a Panel of Countries," Departmental Working Papers 2003-012, Department of Economics, Louisiana State University.
  6. Acemoglu, Daron, 1997. "Why Do New Technologies Complement Skills? Directed Technical Change and Wage Inequality," CEPR Discussion Papers 1707, C.E.P.R. Discussion Papers.
  7. Douglas Gollin, 2002. "Getting Income Shares Right," Journal of Political Economy, University of Chicago Press, vol. 110(2), pages 458-474, April.
  8. Hendricks, Lutz A., 2002. "How Important is Human Capital for Development? Evidence from Immigrant Earnings," Staff General Research Papers Archive 11409, Iowa State University, Department of Economics.
  9. Robert J. Barro, 1989. "Economic Growth in a Cross Section of Countries," NBER Working Papers 3120, National Bureau of Economic Research, Inc.
  10. Francesco Caselli & James Feyrer, 2005. "The Marginal Product of Capital," NBER Working Papers 11551, National Bureau of Economic Research, Inc.
  11. Susanto Basu & David N. Weil, 1998. "Appropriate Technology and Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1025-1054.
  12. 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.
  13. David N. Well, 2007. "Accounting for the Effect Of Health on Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 122(3), pages 1265-1306.
  14. Per Krusell & Lee E. Ohanian & Jose-Victor Rios-Rull & Giovanni L. Violante, 1997. "Capital-skill complementarity and inequality: a macroeconomic analysis," Staff Report 239, Federal Reserve Bank of Minneapolis.
  15. Ciccone Antonio & Peri Giovanni, 2007. "Identifying Human Capital Externalities. Theory with Applications," Working Papers 201098, Fundacion BBVA / BBVA Foundation.
  16. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
  17. Paul M Romer, 1999. "Increasing Returns and Long-Run Growth," Levine's Working Paper Archive 2232, David K. Levine.
  18. Lawrence F. Katz & Kevin M. Murphy, 1991. "Changes in Relative Wages, 1963-1987: Supply and Demand Factors," NBER Working Papers 3927, National Bureau of Economic Research, Inc.
  19. 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, Oxford University Press, vol. 114(1), pages 83-116.
  20. Hanushek, Eric A. & Wößmann, Ludger, 2008. "The role of cognitive skills in economic development," Munich Reprints in Economics 20454, University of Munich, Department of Economics.
  21. 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.
  22. Antonio Ciccone & Giovanni Peri, 2004. "Long-run substitutability between more and less educated workers: Evidence from U.S. States 1950-1990," Economics Working Papers 764, Department of Economics and Business, Universitat Pompeu Fabra.
  23. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2006. "The Polarization of the U.S. Labor Market," American Economic Review, American Economic Association, vol. 96(2), pages 189-194, May.
  24. Eric Hanushek & Ludger Woessmann, 2010. "The Economics of International Differences in Educational Achievement," Discussion Papers 09-013, Stanford Institute for Economic Policy Research.
  25. Andrés Erosa & Tatyana Koreshkova & Diego Restuccia, 2010. "How Important Is Human Capital? A Quantitative Theory Assessment of World Income Inequality," Review of Economic Studies, Oxford University Press, vol. 77(4), pages 1421-1449.
  26. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
  27. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, Oxford University Press, vol. 125(2), pages 515-548.
  28. Claudia Goldin & Lawrence F. Katz, 1998. "The Origins of Technology-Skill Complementarity," The Quarterly Journal of Economics, Oxford University Press, vol. 113(3), pages 693-732.
  29. 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 363-89, September.
  30. Francesco Caselli & Wilbur John Coleman II, 2000. "The World Technology Frontier," NBER Working Papers 7904, National Bureau of Economic Research, Inc.
  31. Kaivan Munshi & Mark Rosenzweig, 2006. "Traditional Institutions Meet the Modern World: Caste, Gender, and Schooling Choice in a Globalizing Economy," American Economic Review, American Economic Association, vol. 96(4), pages 1225-1252, September.
  32. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555 Elsevier.
  33. Giovanni Peri & Susana Iranzo, 2006. "Schooling Externalities, Technology and Productivity:Theory and Evidence from U.S. States," Working Papers 635, University of California, Davis, Department of Economics.
  34. 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.
  35. repec:lsu:lsuwpp:2003-12 is not listed on IDEAS
  36. Benjamin F. Jones, 2011. "The Human Capital Stock: A Generalized Approach," NBER Working Papers 17487, National Bureau of Economic Research, Inc.
  37. 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.
  38. Joshua D. Angrist, 1995. "The Economic Returns to Schooling in the West Bank and Gaza Strip," Working papers 95-5, Massachusetts Institute of Technology (MIT), Department of Economics.
  39. 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.
  40. 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.
  41. 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.
  42. T. Paul Schultz, 2001. "School Subsidies for the Poor: Evaluating the Mexican Progresa Poverty Program," Working Papers 834, Economic Growth Center, Yale University.
  43. 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.
  44. Esther Duflo, 2000. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," NBER Working Papers 7860, National Bureau of Economic Research, Inc.
  45. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
  46. Enrico Moretti, 2004. "Workers' Education, Spillovers, and Productivity: Evidence from Plant-Level Production Functions," American Economic Review, American Economic Association, vol. 94(3), pages 656-690, June.
  47. Daron Acemoglu, 2002. "Directed Technical Change," Review of Economic Studies, Oxford University Press, vol. 69(4), pages 781-809.
  48. Griliches, Zvi, 1969. "Capital-Skill Complementarity," The Review of Economics and Statistics, MIT Press, vol. 51(4), pages 465-68, November.
  49. 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.
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