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- Human Capital In Oecd Countries: Technical Change, Efficency And Productivity

Author

Listed:
  • Joaquín Maudos Villarroya

    (Instituto Valenciano de Investigaciones Económicas)

  • José Manuel Pastor Monsálvez

    (Universitat de València)

  • Lorenzo Serrano Martínez

    (Universitat de València)

Abstract

The aim of this paper is to analyse the role of human capital in the productivity gains of the countries of the OECD in the period 1965-90, breaking down the productivity gains into technicalchange and gains in efficiency. For this purpose we use both a stochastic frontier production function and a non-parametric approach and calculate Malmquist indices of productivity. Theresults obtained indicate the existence of both a level effect and a rate effect (a higher level of human capital affects positively the rate of technical progress) associated with human capital. Thedifferences among countries in endowments of human capital have worked against labour productivity convergence, since the richer countries, thanks to their greater endowment of human capital, have experienced higher rates of technical progress. El objetivo de este trabajo es analizar el papel del capital humano en las ganancias de productividad de los países de la OCDE en el periodo 1965-90, descomponiendo las ganancias de productividad en cambio técnico y ganancias de eficiencia. Para ello se estima tanto una función de producción frontera de carácter estocástica como una aproximación no paramétrica y se calculan índices de Malmquist de productividad. Los resultados obtenidos indican la existencia tanto de un efecto nivel como de un efecto tasa (un mayor nivel de capital humano afecta positivamente a la tasa de progreso técnico) asociada al capital humano. Las diferencias de dotaciones de capital humano entre países han actuado en contra de la convergencia en productividad del trabajo ya que los países más ricos, gracias a su mayor dotaciones de capital humano, han experimentado tasas mayores de progreso técnico.

Suggested Citation

  • Joaquín Maudos Villarroya & José Manuel Pastor Monsálvez & Lorenzo Serrano Martínez, 1998. "- Human Capital In Oecd Countries: Technical Change, Efficency And Productivity," Working Papers. Serie EC 1998-19, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    • Handle: RePEc:ivi:wpasec:1998-19
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    1. Edward F. Denison, 1972. "Classification Of Sources Of Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 18(1), pages 1-25, March.
    2. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    3. Rolf Färe & Emili Grifell‐Tatjé & Shawna Grosskopf & C. A. Knox Lovell, 1997. "Biased Technical Change and the Malmquist Productivity Index," Scandinavian Journal of Economics, Wiley Blackwell, vol. 99(1), pages 119-127, March.
    4. Bernard, Andrew B & Jones, Charles I, 1996. "Productivity across Industries and Countries: Time Series Theory and Evidence," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 135-146, February.
    5. Ray, Subhash C & Desli, Evangelia, 1997. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries: Comment," American Economic Review, American Economic Association, vol. 87(5), pages 1033-1039, December.
    6. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    7. Barro, Robert J. & Lee, Jong-Wha, 1993. "International comparisons of educational attainment," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 363-394, December.
    8. Robert J. Barro & Paul Romer, 1993. "Economic Growth (1992)," NBER Books, National Bureau of Economic Research, Inc, number barr93-1.
    9. Maudos, Joaquin & Pastor, Jose Manuel & Serrano, Lorenzo, 1999. "Total factor productivity measurement and human capital in OECD countries," Economics Letters, Elsevier, vol. 63(1), pages 39-44, April.
    10. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    11. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    12. 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.
    13. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    14. 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.
    15. Trostel, Philip & Walker, Ian & Woolley, Paul, 2002. "Estimates of the economic return to schooling for 28 countries," Labour Economics, Elsevier, vol. 9(1), pages 1-16, February.
    16. repec:bla:scandj:v:99:y:1997:i:1:p:119-27 is not listed on IDEAS
    17. Fried, Harold O. & Lovell, C. A. Knox & Schmidt, Shelton S. (ed.), 1993. "The Measurement of Productive Efficiency: Techniques and Applications," OUP Catalogue, Oxford University Press, number 9780195072181.
    18. Wolff, Edward N, 1991. "Capital Formation and Productivity Convergence over the Long Term," American Economic Review, American Economic Association, vol. 81(3), pages 565-579, June.
    19. Richard R. Nelson & Edmond S. Phelps, 1965. "Investment in Humans, Technological Diffusion and Economic Growth," Cowles Foundation Discussion Papers 189, Cowles Foundation for Research in Economics, Yale University.
    20. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    21. Walter Nonneman & Patrick Vanhoudt, 1996. "A Further Augmentation of the Solow Model and the Empirics of Economic Growth for OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 943-953.
    22. Taskin, Fatma & Zaim, Osman, 1997. "Catching-up and innovation in high- and low-income countries," Economics Letters, Elsevier, vol. 54(1), pages 93-100, January.
    23. Theodore W. Schultz, 1962. "Reflections on Investment in Man," NBER Chapters, in: Investment in Human Beings, pages 1-8, National Bureau of Economic Research, Inc.
    24. Vasudeva Murthy, N. R. & Chien, I. S., 1997. "The empirics of economic growth for OECD countries: Some new findings," Economics Letters, Elsevier, vol. 55(3), pages 425-429, September.
    25. Welch, F, 1970. "Education in Production," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 35-59, Jan.-Feb..
    26. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    27. Romer, Paul M, 1987. "Growth Based on Increasing Returns Due to Specialization," American Economic Review, American Economic Association, vol. 77(2), pages 56-62, May.
    28. repec:bla:ecorec:v:78:y:2002:i:243:p:375-80 is not listed on IDEAS
    29. Baumol, William J & Wolff, Edward N, 1988. "Productivity Growth, Convergence, and Welfare: Reply," American Economic Review, American Economic Association, vol. 78(5), pages 1155-1159, December.
    30. Engelbrecht, Hans-Jurgen, 1997. "International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation," European Economic Review, Elsevier, vol. 41(8), pages 1479-1488, August.
    31. Joaquin Maudos & Jose Manuel Pastor & Lorenzo Serrano, 2000. "Convergence in OECD countries: technical change, efficiency and productivity," Applied Economics, Taylor & Francis Journals, vol. 32(6), pages 757-765.
    32. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    33. Bernard, Andrew B & Jones, Charles I, 1996. "Technology and Convergence," Economic Journal, Royal Economic Society, vol. 106(437), pages 1037-1044, July.
    34. Oulton,Nicholas & O'Mahony,Mary, 1994. "Productivity and Growth," Cambridge Books, Cambridge University Press, number 9780521453455.
    35. Richard H. Moorsteen, 1961. "On Measuring Productive Potential and Relative Efficiency," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(3), pages 451-467.
    36. Richard E. Caves, 1992. "Industrial Efficiency in Six Nations," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262031930, December.
    37. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
    38. Abramovitz, Moses, 1990. "The Catch-Up Factor in Postwar Economic Growth," Economic Inquiry, Western Economic Association International, vol. 28(1), pages 1-18, January.
    39. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    40. Baumol, William J. & Nelson, Richard R. & Wolff, Edward N. (ed.), 1994. "Convergence of Productivity: Cross-National Studies and Historical Evidence," OUP Catalogue, Oxford University Press, number 9780195083903.
    41. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    More about this item

    Keywords

    Cambio técnico; eficiencia; productividad. Technical change; efficiency and productivity;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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