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Do Better Schools Lead to More Growth? Cognitive Skills, Economic Outcomes, and Causation

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  • Eric A. Hanushek
  • Ludger Woessmann

Abstract

We provide evidence that the robust association between cognitive skills and economic growth reflects a causal effect of cognitive skills and supports the economic benefits of effective school policy. We develop a new common metric that allows tracking student achievement across countries, over time, and along the within-country distribution. Extensive sensitivity analyses of cross-country growth regressions generate remarkably stable results across specifications, time periods, and country samples. In addressing causality, we find, first, significant growth effects of cognitive skills when instrumented by institutional features of school systems. Second, home-country cognitive-skill levels strongly affect the earnings of immigrants on the U.S. labor market in a difference-in-differences model that compares home-educated to U.S.-educated immigrants from the same country of origin. Third, countries that improved their cognitive skills over time experienced relative increases in their growth paths. From a policy perspective, the shares of basic literates and high performers have independent significant effects on growth that are complementary to each other, and the high-performer effect is larger in poorer countries.

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Bibliographic Info

Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 14633.

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Date of creation: Jan 2009
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Publication status: published as Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
Handle: RePEc:nbr:nberwo:14633

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  1. 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.
  2. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
  3. Antonio Ciccone & Elias Papaioannou, 2005. "Human Capital, the Structure of Production, and Growth," Working Papers 245, Barcelona Graduate School of Economics.
  4. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2008. "Earnings Functions and Rates of Return," NBER Working Papers 13780, National Bureau of Economic Research, Inc.
  5. Eric Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Discussion Papers 07-034, Stanford Institute for Economic Policy Research.
  6. Barro, Robert J, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, MIT Press, vol. 106(2), pages 407-43, May.
  7. Marek Jarocinski & Antonio Ciccone, 2009. "Determinants of Economic Growth: Will Data Tell?," Working Papers 2009-36, FEDEA.
  8. 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.
  9. Spence, A Michael, 1973. "Job Market Signaling," The Quarterly Journal of Economics, MIT Press, vol. 87(3), pages 355-74, August.
  10. 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.
  11. Jess Benhabib & Mark Spiegel, 2002. "Human capital and technology diffusion," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
  12. 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.
  13. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
  14. Coulombe Serge & Tremblay Jean-François, 2006. "Literacy and Growth," The B.E. Journal of Macroeconomics, De Gruyter, vol. 6(2), pages 1-34, August.
  15. 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.
  16. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
  17. Lee, J.-W. & Barro, R.J., 1998. "Schooling Quality in a Cross Section of Countries," Papers 659, Harvard - Institute for International Development.
  18. 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.
  19. Ludger Woesmann, 2003. "Schooling Resources, Educational Institutions and Student Performance: the International Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(2), pages 117-170, 05.
  20. 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.
  21. Cunha, Flavio & Heckman, James J. & Lochner, Lance, 2006. "Interpreting the Evidence on Life Cycle Skill Formation," Handbook of the Economics of Education, Elsevier.
  22. 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.
  23. 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.
  24. Eric A. Hanushek & Ludger Woessmann, 2010. "Sample Selectivity and the Validity of International Student Achievement Tests in Economic Research," NBER Working Papers 15867, National Bureau of Economic Research, Inc.
  25. 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.
  26. 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.
  27. 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.
  28. 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.
  29. Welch, F, 1970. "Education in Production," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 35-59, Jan.-Feb..
  30. 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.
  31. Woessmann, Ludger, 2007. "Fundamental Determinants of School Efficiency and Equity: German States as a Microcosm for OECD Countries," IZA Discussion Papers 2880, Institute for the Study of Labor (IZA).
  32. Eric A. Hanushek & Ludger Woessmann, 2010. "How Much Do Educational Outcomes Matter in OECD Countries?," NBER Working Papers 16515, National Bureau of Economic Research, Inc.
  33. 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(65), pages 5-55, January.
  34. Hanushek, Eric A., 2002. "Publicly provided education," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 4, chapter 30, pages 2045-2141 Elsevier.
  35. 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.
  36. 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.
  37. Vandenbussche, Jérôme & Aghion, Philippe & Meghir, Costas, 2006. "Growth, distance to frontier and composition of human capital," Scholarly Articles 12490648, Harvard University Department of Economics.
  38. Eric A. Hanushek & Lei Zhang, 2006. "Quality-Consistent Estimates of International Returns to Skill," NBER Working Papers 12664, National Bureau of Economic Research, Inc.
  39. Gundlach, Erich & Wossmann, Ludger & Gmelin, Jens, 2001. "The Decline of Schooling Productivity in OECD Countries," Economic Journal, Royal Economic Society, vol. 111(471), pages C135-47, May.
  40. 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.
  41. Gernot Doppelhofer & Ronald I. Miller & Xavier Sala-i-Martin, 2000. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," NBER Working Papers 7750, National Bureau of Economic Research, Inc.
  42. 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.
  43. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
  44. 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.
  45. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
  46. Murnane, Richard J & Willett, John B & Levy, Frank, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 251-66, May.
  47. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-63, September.
  48. Randall Filer & Dana Hajkova & Jan Hanousek, 2007. "A Rise by Any Other Name? Sensitivity of Growth Regressions to Data Source," CESifo Working Paper Series 2064, CESifo Group Munich.
  49. Nicoletti, Giuseppe & Scarpetta, Stefano, 2003. "Regulation, productivity, and growth : OECD evidence," Policy Research Working Paper Series 2944, The World Bank.
  50. Ricardo Hausmann & Lant Pritchett & Dani Rodrik, 2004. "Growth Accelerations," NBER Working Papers 10566, National Bureau of Economic Research, Inc.
  51. 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.
  52. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
  53. Federico Cingano & Marco Leonardi & Julián Messina & Giovanni Pica, 2010. "The effects of employment protection legislation and financial market imperfections on investment: evidence from a firm-level panel of EU countries," Economic Policy, CEPR & CES & MSH, vol. 25, pages 117-163, 01.
  54. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
  55. 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.
  56. Marcelo J. Moreira, 2003. "A Conditional Likelihood Ratio Test for Structural Models," Econometrica, Econometric Society, vol. 71(4), pages 1027-1048, 07.
  57. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages S71-102, October.
  58. McCleary, Rachel & Barro, Robert, 2003. "Religion and Economic Growth across Countries," Scholarly Articles 3708464, Harvard University Department of Economics.
  59. Todd Schoellman, 2012. "Education Quality and Development Accounting," Review of Economic Studies, Oxford University Press, vol. 79(1), pages 388-417.
  60. Pritchett, Lant, 2006. "Does Learning to Add up Add up? The Returns to Schooling in Aggregate Data," Handbook of the Economics of Education, Elsevier.
  61. 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.
  62. 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.
  63. Benjamin F. Jones & Benjamin A. Olken, 2008. "The Anatomy of Start-Stop Growth," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 582-587, August.
  64. 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.
  65. 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.
  66. Fuller, Wayne A, 1977. "Some Properties of a Modification of the Limited Information Estimator," Econometrica, Econometric Society, vol. 45(4), pages 939-53, May.
  67. Andrew Weiss, 1995. "Human Capital vs. Signalling Explanations of Wages," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 133-154, Fall.
  68. 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.
  69. 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.
  70. 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.
  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.
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