Growiec, Jakub (2009): On the Measurement of Technological Progress Across Countries.
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We construct 14 alternative measures of technological progress for 19 OECD countries over the period 1970--2000, distinguishing between measures of productivity gains actually obtained in a given country (TFP growth, Malmquist index) and technological progress at the world technology frontier (potential TFP growth, the "frontier shift" index). We then compare these measures according to a range of characteristics, shedding light on some of their relative weaknesses and strengths. We find that these characteristics are sensitive to the precision of estimates of the world technology frontier, and then we demonstrate that this precision can be increased substantially by allowing for imperfect substitutability between unskilled and skilled labor and using US state-level data apart from cross-country data for estimating the world technology frontier. Because none of the 14 measures dominates all others on all dimensions, we conclude that the choice of appropriate measurement method should be suited to the question addressed in each particular study.
|Item Type:||MPRA Paper|
|Original Title:||On the Measurement of Technological Progress Across Countries|
|Keywords:||technological progress; world technology frontier; country-level data; US state-level data; production function; DEA|
|Subjects:||O - Economic Development, Technological Change, and Growth > O1 - Economic Development > O11 - Macroeconomic Analyses of Economic Development
O - Economic Development, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O47 - Measurement of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
E - Macroeconomics and Monetary Economics > E2 - Macroeconomics: Consumption, Saving, Production, Employment, and Investment > E23 - Production
O - Economic Development, Technological Change, and Growth > O3 - Technological Change; Research and Development; Intellectual Property Rights > O33 - Technological Change: Choices and Consequences; Diffusion Processes
O - Economic Development, Technological Change, and Growth > O1 - Economic Development > O14 - Industrialization; Manufacturing and Service Industries; Choice of Technology
|Depositing User:||Jakub Growiec|
|Date Deposited:||15. Dec 2009 07:59|
|Last Modified:||20. Feb 2013 15:22|
Antras, P. (2004), "Is the U.S. Aggregate Production Function Cobb-Douglas? New Estimates of the Elasticity of Substitution", Contributions to Macroeconomics 4(1), Article 4.
Badunenko, O., D.J. Henderson, V. Zelenyuk (2008), "Technological Change and Transition: Relative Contributions to Worldwide Growth During the 1990's", Oxford Bulletin of Economics and Statistics 70(4), 461-492.
Barro, R.J., J.-W. Lee (2001), "International Data on Educational Attainment: Updates and Implications", Oxford Economic Papers 53(3), 541-563.
Bils, M., P.J. Klenow (2000), "Does Schooling Cause Growth?", American Economic Review 90(5), 1160-1183.
Burda, M., B. Severgnini (2008), "Solow Residuals Without Capital Stocks", SFB 649 Discussion Paper 2008-040, Humboldt University Berlin.
Caselli F. (2005), "Accounting for Cross-Country Income Differences" [In:] P. Aghion, S. Durlauf (eds.), Handbook of Economic Growth. Elsevier, Amsterdam.
Caselli F., W. J. Coleman (2006), "The World Technology Frontier", American Economic Review 96(3), 499-522.
Cohen, D., M. Soto (2007), "Growth and Human Capital: Good Data, Good Results", Journal of Economic Growth 12(1), 51-76.
de la Fuente, A., R. Domenech (2006), "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?", Journal of the European Economic Association 4(1), 1-36.
Duffy, J., C. Papageorgiou (2000), "The Specification of the Aggregate Production Function: A Cross--Country Empirical Investigation", Journal of Economic Growth 5, 83-116.
Faere, R., S. Grosskopf, M. Noriss, Z. Zhang (1994), "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries", American Economic Review 84(1), 66-83.
Fried, H.O., C.A. Knox Lovell, S.S. Schmidt, eds. (1993), The Measurement of Productive Efficiency: Techniques and Applications. Oxford University Press.
Growiec, J. (2009), "Productivity Differences Across OECD Countries and US States, 1970--2000: The World Technology Frontier Revisited", Warsaw School of Economics, unpublished.
Hall, R.E., C.I. Jones (1999), "Why Do Some Countries Produce So Much More Output Per Worker Than Others?", Quarterly Journal of Economics 114(1), 83-116.
Henderson, D. J., R. R. Russell (2005), "Human Capital and Convergence: A Production--Frontier Approach", International Economic Review 46(4), 1167-1205.
Heston, A., R. Summers, B. Aten (2006), "Penn World Table Version 6.2", Center for International Comparisons of Production, Income and Prices at the University of Pennsylvania.
Jerzmanowski, M. (2007), "Total Factor Productivity Differences: Appropriate Technology Vs. Efficiency", European Economic Review 51, 2080-2110.
Kumar, S., R. R. Russell (2002), "Technological Change, Technological Catch-up, and Capital Deepening: Relative Contributions to Growth and Convergence", American Economic Review 92(3), 527-548.
Kydland, F. E., E. C. Prescott (1982), "Time to Build and Aggregate Fluctuations", Econometrica 50(6), 1345-1370.
OECD (2009), Measuring Capital. OECD Manual, Second Edition. OECD, Paris. ISBN 978-92-64-02563-9.
Pandey, M. (2008), "Human Capital Aggregation and Relative Wages Across Countries", Journal of Macroeconomics 30(4), 1587-1601.
Solow, R.M. (1957), "Technical Change and the Aggregate Production Function", Review of Economics and Statistics 39, 312-320.
Turner, C., R. Tamura, S.E. Mulholland (2008), "How Important are Human Capital, Physical Capital and Total Factor Productivity for Determining State Economic Growth in the United States: 1840 -- 2000?", Nicholls State University, unpublished.
Turner, C., R. Tamura, S.E. Mulholland, S. Baier (2007), "Income and Education of the States of the United States: 1840--2000", Journal of Economic Growth 12(2), 101-158.
van Biesebroeck, J. (2007), "Robustness of Productivity Estimates", Journal of Industrial Economics 40(3), 529-569.
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