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Explaining the Negative Coefficient Associated with Human Capital in Augmented Solow Growth Regressions

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Author Info
Arcand Jean-Louis (CERDI-CNRS, University of Auvergne & European Development Network)
Béatrice d'Hombres (CERDI-CNRS, University of Auvergne & University of Padua)

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Abstract

In this paper we consider different explanations for why the coefficient associated with human capital is often negative in growth regressions once country-specific effects are controlled for, whereas the coefficient in question is strongly positive in cross-sectional or panel results based on the pooling estimator. In turn, we explore: (i) additional sources of unobserved heterogeneity stemming from country- specific rates of labor-augmenting technological change, (ii) measurement error in the human capital series being used, and (iii) the lack of variability in the human capital series once the usual covariance transformations are implemented. Remaining unobserved country-specific heterogeneity and measurement error alone are shown to be inadequate explanations. The lack of variability in the human capital series is tackled using a modified version of the Hausman-Taylor (1981) approach whose identifying assumptions are found to be reasonable in the context of the Solow model.

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Paper provided by EconWPA in its series Macroeconomics with number 0510010.

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Length: 32 pages
Date of creation: 11 Oct 2005
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Handle: RePEc:wpa:wuwpma:0510010

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Keywords: Economic growth human capital measurement error panel estimation

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E13 - Macroeconomics and Monetary Economics - - General Aggregative Models - - - Neoclassical

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  1. Lau, Lawrence J. & Jamison, Dean T. & Louat, Frederic F., 1991. "Education and productivity in developing countries : an aggregate production function approach," Policy Research Working Paper Series 612, The World Bank. [Downloadable!]
  2. Nelson, Daniel B., 1995. "Vector attenuation bias in the classical errors-in-variables model," Economics Letters, Elsevier, vol. 49(4), pages 345-349, October. [Downloadable!] (restricted)
  3. Breusch, Trevor S & Mizon, Grayham E & Schmidt, Peter, 1989. "Efficient Estimation Using Panel Data," Econometrica, Econometric Society, vol. 57(3), pages 695-700, May. [Downloadable!] (restricted)
  4. 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. [Downloadable!] (restricted)
    Other versions:
  5. Hamilton, James D. & Monteagudo, Josefina, 1998. "The augmented Solow model and the productivity slowdown," Journal of Monetary Economics, Elsevier, vol. 42(3), pages 495-509, October. [Downloadable!] (restricted)
    Other versions:
  6. 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. [Downloadable!] (restricted)
  7. Robert J. Barro & Jong-Wha Lee, 1993. "International Comparisons of Educational Attainment," NBER Working Papers 4349, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  8. 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. [Downloadable!] (restricted)
  9. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    Other versions:
  10. 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.
  11. Richard Blundell & Steve Bond & Frank Windmeijer, 2000. "Estimation in dynamic panel data models: improving on the performance of the standard GMM estimator," IFS Working Papers W00/12, Institute for Fiscal Studies. [Downloadable!]
  12. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July. [Downloadable!] (restricted)
    Other versions:
  13. Buse, A, 1992. "The Bias of Instrumental Variable Estimators," Econometrica, Econometric Society, vol. 60(1), pages 173-80, January. [Downloadable!] (restricted)
  14. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August. [Downloadable!] (restricted)
    Other versions:
  15. Kevin Lee & M. Hashem Pesaran & Ron Smith, 1998. "Growth Empirics: A Panel Data Approach- A Comment," The Quarterly Journal of Economics, MIT Press, vol. 113(1), pages 319-323, February. [Downloadable!] (restricted)
  16. Douglas Gollin, 2001. "Getting Income Shares Right," Department of Economics Working Papers 192, Department of Economics, Williams College. [Downloadable!]
    Other versions:
  17. Michael J. Boskin & Lawrence J. Lau, 2000. "Generalized Solow-Neutral Technical Progress and Postwar Economic Growth," NBER Working Papers 8023, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  18. 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. [Downloadable!] (restricted)
    Other versions:
  19. Mark Bils & Peter J. Klenow, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December. [Downloadable!] (restricted)
  20. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor and Francis Journals, vol. 19(3), pages 321-340. [Downloadable!] (restricted)
    Other versions:
  21. Gemmell, Norman, 1996. "Evaluating the Impacts of Human Capital Stocks and Accumulation on Economic Growth: Some New Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(1), pages 9-28, February.
    Other versions:
  22. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February. [Downloadable!] (restricted)
    Other versions:
  23. Bowsher, Clive G., 2002. "On testing overidentifying restrictions in dynamic panel data models," Economics Letters, Elsevier, vol. 77(2), pages 211-220, October. [Downloadable!] (restricted)
  24. 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.
    Other versions:
  25. Amemiya, Takeshi & MaCurdy, Thomas E, 1986. "Instrumental-Variable Estimation of an Error-Components Model," Econometrica, Econometric Society, vol. 54(4), pages 869-80, July. [Downloadable!] (restricted)
  26. Islam, Nazrul, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, MIT Press, vol. 110(4), pages 1127-70, November. [Downloadable!] (restricted)
  27. Jinyong Hahn & Jerry Hausman, 2003. "Weak Instruments: Diagnosis and Cures in Empirical Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 118-125, May. [Downloadable!] (restricted)
  28. Alan B. Krueger & Mikael Lindahl, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December. [Downloadable!] (restricted)
    Other versions:
  29. Dagenais, Marcel G., 1994. "Parameter estimation in regression models with errors in the variables and autocorrelated disturbances," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 145-163. [Downloadable!] (restricted)
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  1. Konseiga, Adama, 2005. "Regionalism in West Africa: Do Polar Countries Reap the Benefits? A Role for Migration," IZA Discussion Papers 1516, Institute for the Study of Labor (IZA). [Downloadable!]
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