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Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation

  • Hanushek, Eric A.
  • Wößmann, Ludger

We develop a new metric for the distribution of educational achievement across countries that can further track the cognitive skill distribution within countries and over time. Cross-country growth regressions generate a close relationship between educational achievement and GDP growth that is remarkably stable across extensive sensitivity analyses of specification, time period, and country samples. In a series of now-common microeconometric approaches for addressing causality, we narrow the range of plausible interpretations of this strong cognitive skills-growth relationship. These alternative estimation approaches, including instrumental variables, difference-in-differences among immigrants on the U. S. labor market, and longitudinal analysis of changes in cognitive skills and in growth rates, leave the stylized fact of a strong impact of cognitive skills unchanged. Moreover, the results indicate that school policy can be an important instrument to spur growth. The shares of basic literates and high performers have independent relationships with growth, the latter being larger in poorer countries.

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Paper provided by University of Munich, Department of Economics in its series Munich Reprints in Economics with number 20400.

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Date of creation: 2012
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Publication status: Published in Journal of Economic Growth 4 17(2012): pp. 267-321
Handle: RePEc:lmu:muenar:20400
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  1. Jess Benhabib & Mark M. Spiegel, 2002. "Human capital and technology diffusion," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
  2. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 407-443.
  3. Daniel Cohen & Marcelo Soto, 2001. "Growth and Human Capital: Good Data, Good Results," OECD Development Centre Working Papers 179, OECD Publishing.
  4. Ludger Woessmann, 2007. "Fundamental Determinants of School Efficiency and Equity: German States as a Microcosm for OECD Countries," CESifo Working Paper Series 1981, CESifo Group Munich.
  5. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
  6. Paul M Romer, 1999. "Endogenous Technological Change," Levine's Working Paper Archive 2135, David K. Levine.
  7. Heckman, James J. & Lochner, Lance John & Todd, Petra E., 2008. "Earnings Functions and Rates of Return," IZA Discussion Papers 3310, Institute for the Study of Labor (IZA).
  8. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, Oxford University Press, vol. 87(3), pages 355-374.
  9. Wößmann, Ludger, 2000. "Schooling Resources, Educational Institutions, and Student Performance: The International Evidence," Kiel Working Papers 983, Kiel Institute for the World Economy (IfW).
  10. Lee, Jong-Wha & Barro, Robert J, 2001. "Schooling Quality in a Cross-Section of Countries," Economica, London School of Economics and Political Science, vol. 68(272), pages 465-88, November.
  11. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
  12. 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.
  13. Hanushek, Eric A. & Woessmann, Ludger, 2010. "Sample Selectivity and the Validity of International Student Achievement Tests in Economic Research," IZA Discussion Papers 4926, Institute for the Study of Labor (IZA).
  14. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, October.
  15. Eric A. Hanushek & Ludger Woessmann, 2010. "How much do Educational Outcomes Matter in OECD Countries?," CESifo Working Paper Series 3238, CESifo Group Munich.
  16. Martin R. West & Ludger Woessmann, 2008. "“Every Catholic Child in a Catholic School”: Historical Resistance to State Schooling, Contemporary Private Competition, and Student Achievement across Countries," CESifo Working Paper Series 2332, CESifo Group Munich.
  17. Antonio Ciccone & Elias Papaioannou, 2005. "Human capital, the structure of production and growth," Economics Working Papers 902, Department of Economics and Business, Universitat Pompeu Fabra.
  18. Cingano, Federico & Leonardi, Marco & Messina, Julián & Pica, Giovanni, 2009. "The Effect of Employment Protection Legislation and Financial Market Imperfections on Investment: Evidence from a Firm-Level Panel of EU Countries," IZA Discussion Papers 4158, Institute for the Study of Labor (IZA).
  19. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
  20. Lutz Hendricks, 2002. "How Important Is Human Capital for Development? Evidence from Immigrant Earnings," American Economic Review, American Economic Association, vol. 92(1), pages 198-219, March.
  21. Melissa Osborne & Herbert Gintis & Samuel Bowles, 2001. "The Determinants of Earnings: A Behavioral Approach," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1137-1176, December.
  22. 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.
  23. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
  24. Glaeser, Edward L. & La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei, 2004. "Do Institutions Cause Growth?," Scholarly Articles 27867242, Harvard University Department of Economics.
  25. Levine, Ross & Renelt, David, 1991. "A sensitivity analysis of cross-country growth regressions," Policy Research Working Paper Series 609, The World Bank.
  26. Eric Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Discussion Papers 07-034, Stanford Institute for Economic Policy Research.
  27. Marcelo J. Moreira, 2003. "A Conditional Likelihood Ratio Test for Structural Models," Econometrica, Econometric Society, vol. 71(4), pages 1027-1048, 07.
  28. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2006. "The Polarization of the U.S. Labor Market," NBER Working Papers 11986, National Bureau of Economic Research, Inc.
  29. Amparo Castello & Rafael Domenech, 2002. "Human Capital Inequality and Economic Growth: Some New Evidence," Economic Journal, Royal Economic Society, vol. 112(478), pages C187-C200, March.
  30. Andrews, Donald W.K. & Moreira, Marcelo J. & Stock, James H., 2007. "Performance of conditional Wald tests in IV regression with weak instruments," Journal of Econometrics, Elsevier, vol. 139(1), pages 116-132, July.
  31. Antonio Ciccone & Marek Jarociński, 2010. "Determinants of Economic Growth: Will Data Tell?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(4), pages 222-46, October.
  32. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
  33. John G. Riley, 2001. "Silver Signals: Twenty-Five Years of Screening and Signaling," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 432-478, June.
  34. Eric A. Hanushek, 2002. "Publicly Provided Education," NBER Working Papers 8799, National Bureau of Economic Research, Inc.
  35. Nicoletti, Giuseppe & Scarpetta, Stefano, 2003. "Regulation, productivity, and growth : OECD evidence," Policy Research Working Paper Series 2944, The World Bank.
  36. Eric A. Hanushek & Lei Zhang, 2009. "Quality-Consistent Estimates of International Schooling and Skill Gradients," Journal of Human Capital, University of Chicago Press, vol. 3(2), pages 107-143.
  37. Ludger Woessmann & Elke Luedemann & Gabriela Schuetz & Martin R. West, 2009. "School Accountability, Autonomy and Choice Around the World," Books, Edward Elgar Publishing, number 13540.
  38. Flavio Cunha & James J. Heckman & Lance Lochner & Dimitriy V. Masterov, 2005. "Interpreting the Evidence on Life Cycle Skill Formation," NBER Working Papers 11331, National Bureau of Economic Research, Inc.
  39. Gernot Doppelhofer & Ronald I. Miller & Xavier Sala-i-Martin, 2000. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (Bace) Approach," OECD Economics Department Working Papers 266, OECD Publishing.
  40. Richard J. Murnane & John B. Willett & Frank Levy, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," NBER Working Papers 5076, National Bureau of Economic Research, Inc.
  41. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2004. "Growth, distance to frontier and composition of human capital," IFS Working Papers W04/31, Institute for Fiscal Studies.
  42. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
  43. Peter Dolton & Oscar D. Marcenaro‐Gutierrez, 2011. "If you pay peanuts do you get monkeys? A cross‐country analysis of teacher pay and pupil performance," Economic Policy, CEPR;CES;MSH, vol. 26(01), pages 5-55, January.
  44. Jinyong Hahn & Jerry Hausman & Guido Kuersteiner, 2004. "Estimation with weak instruments: Accuracy of higher-order bias and MSE approximations," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 272-306, 06.
  45. McCleary, Rachel & Barro, Robert, 2003. "Religion and Economic Growth across Countries," Scholarly Articles 3708464, Harvard University Department of Economics.
  46. Cunha, Flavio & Heckman, James J., 2007. "The Technology of Skill Formation," IZA Discussion Papers 2550, Institute for the Study of Labor (IZA).
  47. Hausmann, Ricardo & Pritchett, Lant & Rodrik, Dani, 2004. "Growth Accelerations," CEPR Discussion Papers 4538, C.E.P.R. Discussion Papers.
  48. Pritchett, Lant, 2006. "Does Learning to Add up Add up? The Returns to Schooling in Aggregate Data," Handbook of the Economics of Education, Elsevier.
  49. Gundlach, Erich & Wößmann, Ludger & Gmelin, Jens, 2000. "The decline of schooling productivity in OECD countries," Kiel Working Papers 926, Kiel Institute for the World Economy (IfW).
  50. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, May.
  51. 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.
  52. 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.
  53. Randall Filer & Jan Hanousek & Dana Hajkova, 2007. "A Rise By Any Other Name? Sensitivity of Growth Regressions to Data Source," William Davidson Institute Working Papers Series wp889, William Davidson Institute at the University of Michigan.
  54. 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.
  55. Hanushek, Eric A. & Wößmann, Ludger, 2012. "Schooling, educational achievement, and the Latin American growth puzzle," Munich Reprints in Economics 20399, University of Munich, Department of Economics.
  56. Jeffrey Sachs & Andrew Warner, 1995. "Economic Reform and the Progress of Global Integration," Harvard Institute of Economic Research Working Papers 1733, Harvard - Institute of Economic Research.
  57. Casey B. Mulligan, 1999. "Galton versus the Human Capital Approach to Inheritance," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages S184-S224, December.
  58. Bishop, John, 2006. "Drinking from the Fountain of Knowledge: Student Incentive to Study and Learn - Externalities, Information Problems and Peer Pressure," Handbook of the Economics of Education, Elsevier.
  59. Fuller, Wayne A, 1977. "Some Properties of a Modification of the Limited Information Estimator," Econometrica, Econometric Society, vol. 45(4), pages 939-53, May.
  60. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-29, October.
  61. Welch, F, 1970. "Education in Production," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 35-59, Jan.-Feb..
  62. Benjamin F. Jones & Benjamin A. Olken, 2005. "The Anatomy of Start-Stop Growth," NBER Working Papers 11528, National Bureau of Economic Research, Inc.
  63. Robert J. Barro & Jose F. Ursua, 2008. "Macroeconomic Crises since 1870," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(1 (Spring), pages 255-350.
  64. Eric A. Hanushek & Lei Zhang, 2006. "Quality-Consistent Estimates of International Returns to Skill," NBER Working Papers 12664, National Bureau of Economic Research, Inc.
  65. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4 National Bureau of Economic Research, Inc.
  66. Andrew Weiss, 1995. "Human Capital vs. Signalling Explanations of Wages," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 133-154, Fall.
  67. Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2006. "Growth, distance to frontier and composition of human capital," Journal of Economic Growth, Springer, vol. 11(2), pages 97-127, June.
  68. Paul Atherton & Simon Appleton & Michael Bleaney, 2011. "Growth regressions and data revisions in Penn World Tables," Journal of Economic Studies, Emerald Group Publishing, vol. 38(3), pages 301-312, July.
  69. Coulombe Serge & Tremblay Jean-François, 2006. "Literacy and Growth," The B.E. Journal of Macroeconomics, De Gruyter, vol. 6(2), pages 1-34, August.
  70. Richard J. Murnane & John B. Willett & Yves Duhaldeborde & John H. Tyler, 2000. "How important are the cognitive skills of teenagers in predicting subsequent earnings?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 19(4), pages 547-568.
  71. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
  72. Todd Schoellman, 2012. "Education Quality and Development Accounting," Review of Economic Studies, Oxford University Press, vol. 79(1), pages 388-417.
  73. Graham Wagner, 1998. "Universal Service Obligations in a Competitive Telecommunications Environment, Committee on Information, Computer and Communications Policy (ICCP) Organisation for Economic Co-operation and Developmen," Prometheus, Taylor & Francis Journals, vol. 16(1), pages 101-104.
  74. Nuxoll, Daniel A, 1994. "Differences in Relative Prices and International Differences in Growth Rates," American Economic Review, American Economic Association, vol. 84(5), pages 1423-36, December.
  75. 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.
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