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Quantifying Quantitative Literacy: Age Heaping and the History of Human Capital

  • A'Hearn, Brian
  • Baten, Jörg
  • Crayen, Dorothee

Age data frequently display excess frequencies at attractive numbers, such as multiples of five. We use this "age heaping" to measure cognitive ability in quantitative reasoning, or "numeracy". We construct a database of age heaping estimates with exceptional geographic and temporal coverage, and demonstrate a robust correlation of literacy and numeracy, where both can be observed. Extending the temporal and geographic range of our knowledge of human capital, we show that Western Europe had already diverged from the East and reached high numeracy levels by 1600, long before the rise of mass schooling or the onset of industrialization.

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Article provided by Cambridge University Press in its journal The Journal of Economic History.

Volume (Year): 69 (2009)
Issue (Month): 03 (September)
Pages: 783-808

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Handle: RePEc:cup:jechis:v:69:y:2009:i:03:p:783-808_00
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  1. Robert C. Allen, 2003. "Progress and poverty in early modern Europe," Economic History Review, Economic History Society, vol. 56(3), pages 403-443, 08.
  2. Becker, Gary S & Murphy, Kevin M & Tamura, Robert, 1990. "Human Capital, Fertility, and Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages S12-37, October.
  3. Kevin M. Murphy & Andrei Shleifer & Robert W. Vishny, 1990. "The Allocation of Talent: Implications for Growth," NBER Working Papers 3530, National Bureau of Economic Research, Inc.
  4. 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.
  5. A'Hearn, Brian & Baten, Jörg & Crayen, Dorothee, 2009. "Quantifying Quantitative Literacy: Age Heaping and the History of Human Capital," CEPR Discussion Papers 7277, C.E.P.R. Discussion Papers.
  6. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
  7. 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.
  8. 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.
  9. Samuel Preston & Irma Elo & Ira Rosenwaike & Mark Hill, 1996. "African-american mortality at older ages: Results of a matching study," Demography, Springer, vol. 33(2), pages 193-209, May.
  10. 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.
  11. Jörg Baten & Dorothee Crayen, 2008. "Global Trends in Numeracy 1820-1949 and its Implications for Long-Run Growth," CESifo Working Paper Series 2218, CESifo Group Munich.
  12. Robert Myers, 1976. "An instance of reverse heaping of ages," Demography, Springer, vol. 13(4), pages 577-580, November.
  13. Heckman, James J, 1995. "Lessons from the Bell Curve," Journal of Political Economy, University of Chicago Press, vol. 103(5), pages 1091-1120, October.
  14. Dennis D. Kimko & Eric A. Hanushek, 2000. "Schooling, Labor-Force Quality, and the Growth of Nations," American Economic Review, American Economic Association, vol. 90(5), pages 1184-1208, December.
  15. Oded Galor & David N. Weil, 1998. "Population, Technology, and Growth: From the Malthusian Regime to the Demographic Transition," Working Papers 98-1, Brown University, Department of Economics, revised 19 Aug 1998.
  16. Long, Jason, 2005. "Rural-Urban Migration and Socioeconomic Mobility in Victorian Britain," The Journal of Economic History, Cambridge University Press, vol. 65(01), pages 1-35, March.
  17. Chiswick, Barry R. & Lee, Yew Liang & Miller, Paul W., 2002. "Schooling, Literacy, Numeracy and Labor Market Success," IZA Discussion Papers 450, Institute for the Study of Labor (IZA).
  18. Ross Finnie & Ronald Meng, 2001. "Cognitive skills and the youth labour market," Applied Economics Letters, Taylor & Francis Journals, vol. 8(10), pages 675-679.
  19. Matteo Cervellati & Uwe Sunde, 2005. "Human Capital Formation, Life Expectancy, and the Process of Development," American Economic Review, American Economic Association, vol. 95(5), pages 1653-1672, December.
  20. Barro, Robert J. & Lee, Jong-Wha, 1994. "Sources of economic growth," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 1-46, June.
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