Estimation of Technical Change and TFP Growth Based on Observable Technology Shifters
This paper models and estimates total factor productivity (TFP) growth parametrically. The model is a generalization of the traditional production model where technology is represented by a time trend. TFP growth is decomposed into unobservable technical change, scale economies and observable technology shifter index components. The empirical results are based on an unbalanced panel data at the global level for 190 countries observed over the period 1996-2013. A number of exogenous growth factors are used in modeling four technology shifter indices to explore development infrastructure, finances, technology and human development determinants of TFP growth. Our results show that unobservable technical changes remain the most important component of TFP growth. The observable technology indices-based component is lower than the simple unobserved time trend model based one. By comparing the performance of the time trend and technology index models in terms of TFP growth rates, we arrive at the conclusion that the technology index model predicts a more realistic picture of the TFP growth pattern as compared to the traditional time trend model. Our results also indicate that technical change and TFP growth are negative across country groups and years in the technology index model influenced by the global economic crisis.
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- Almas Heshmati & Subal C. Kumbhakar, 2014.
"A general model of technical change with an application to the OECD countries,"
Economics of Innovation and New Technology,
Taylor & Francis Journals, vol. 23(1), pages 25-48, January.
- Heshmati, Almas & Kumbhakar, Subal C., 2011. "A General Model of Technical Change with an Application to the OECD Countries," IZA Discussion Papers 6004, Institute for the Study of Labor (IZA).
- Rachel Griffith & Stephen Redding & John Van Reenen, 2000.
"Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries,"
CEP Discussion Papers
dp0458, Centre for Economic Performance, LSE.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
- Griffith, Rachel & Redding, Stephen J. & Van Reenen, John, 2000. "Mapping The Two Faces Of R&D: Productivity Growth In A Panel Of OECD Industries," CEPR Discussion Papers 2457, C.E.P.R. Discussion Papers.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2000. "Mapping the two faces of R&D : productivity growth in a panel of OECD industries," LSE Research Online Documents on Economics 784, London School of Economics and Political Science, LSE Library.
- Rachel Griffith & Stephen Redding & John Van Reenen, 2000. "Mapping the two faces of R&D: productivity growth in a panel of OECD industries," IFS Working Papers W00/02, Institute for Fiscal Studies.
- Robert J. Barro, 1989.
"Economic Growth in a Cross Section of Countries,"
NBER Working Papers
3120, National Bureau of Economic Research, Inc.
- Catherine J. Morrison, 1985.
"Productivity Measurement with Nonstatic Expectations and Varying Capacity Utilization: An Integrated Approach,"
NBER Working Papers
1561, National Bureau of Economic Research, Inc.
- Morrison, Catherine J., 1986. "Productivity measurement with non-static expectations and varying capacity utilization : An integrated approach," Journal of Econometrics, Elsevier, vol. 33(1-2), pages 51-74.
- Aghion, Philippe & Meghir, Costas & Vandenbussche, Jérôme, 2005.
"Growth, Distance to Frontier and Composition of Human Capital,"
CEPR Discussion Papers
4860, C.E.P.R. Discussion Papers.
- Jérôme Vandenbussche & Philippe Aghion & Costas Meghir, 2004. "Growth, distance to frontier and composition of human capital," IFS Working Papers W04/31, Institute for Fiscal Studies.
- Vandenbussche, JÃ©rÃ´me & Aghion, Philippe & Meghir, Costas, 2006. "Growth, distance to frontier and composition of human capital," Scholarly Articles 12490648, Harvard University Department of Economics.
- Romer, Paul M, 1990.
"Endogenous Technological Change,"
Journal of Political Economy,
University of Chicago Press, vol. 98(5), pages 71-102, October.
- Michael Danquah & Enrique Moral-Benito & Bazoumana Ouattara, 2014. "TFP growth and its determinants: a model averaging approach," Empirical Economics, Springer, vol. 47(1), pages 227-251, August.
- Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
- 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.
- Henderson, Daniel & Russell, Robert, 2001. "Human Capital and Macroeconomic Convergence: A Production-Frontier Approach," Efficiency Series Papers 2001/07, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
- Richard Kneller & Philip Andrew Stevens, 2006. "Frontier Technology and Absorptive Capacity: Evidence from OECD Manufacturing Industries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(1), pages 1-21, 02.
- Stephen M. Miller & Mukti P. Upadhyay, 2002. "Total Factor Productivity, Human Capital and Outward Orientation: Differences by Stage of Ddevelopment and Geographic Regions," Working papers 2002-33, University of Connecticut, Department of Economics.
- Winston, Clifford, 1993. "Economic Deregulation: Days of Reckoning for Microeconomists," Journal of Economic Literature, American Economic Association, vol. 31(3), pages 1263-1289, September.
- Joaquin Maudos & Jose Manuel Pastor & Lorenzo Serrano, 2000.
"Convergence in OECD countries: technical change, efficiency and productivity,"
Taylor & Francis Journals, vol. 32(6), pages 757-765.
- Joaquín Maudos Villarroya & José Manuel Pastor Monsálvez & Lorenzo Serrano Martínez, 1998. "- Convergence In Oecd Countries: Technical Change, Efficiency And Productivity," Working Papers. Serie EC 1998-21, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Donald S. Siegel & Catherine J. Morrison Paul, 1999. "Scale Economies and Industry Agglomeration Externalities: A Dynamic Cost Function Approach," American Economic Review, American Economic Association, vol. 89(1), pages 272-290, March.
- Dong-hyun Oh & Almas Heshmati & Hans Loof, 2009.
"Technical Change and Total Factor Productivity Growth for Swedish Manufacturing and Service Industries,"
TEMEP Discussion Papers
200912, Seoul National University; Technology Management, Economics, and Policy Program (TEMEP), revised Sep 2009.
- Donghyun Oh & Almas Heshmati & Hans Lööf, 2012. "Technical change and total factor productivity growth for Swedish manufacturing and service industries," Applied Economics, Taylor & Francis Journals, vol. 44(18), pages 2373-2391, June.
- Donghyun Oh & Almas Heshmati & Hans Lööf, 2011. "Technical Change and Total Factor Productivity Growth for Swedish Manufacturing and Service Industries," Post-Print hal-00693831, HAL.
- Oh, Donghyun & Heshmati, Almas & Lööf, Hans, 2009. "Technical Change and Total Factor Productivity Growth for Swedish Manufacturing and Service Industries," Working Paper Series in Economics and Institutions of Innovation 193, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
- Mastromarco, Camilla & Zago, Angelo, 2012. "On modeling the determinants of TFP growth," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 373-382.
- Hulya Ulku, 2004. "R&D, Innovation, and Economic Growth; An Empirical Analysis," IMF Working Papers 04/185, International Monetary Fund.
- Miller, Stephen M. & Upadhyay, Mukti P., 2000. "The effects of openness, trade orientation, and human capital on total factor productivity," Journal of Development Economics, Elsevier, vol. 63(2), pages 399-423, December.
- 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.
- Vickers, John, 1995. "Concepts of Competition," Oxford Economic Papers, Oxford University Press, vol. 47(1), pages 1-23, January.
- Susan M. Collins & Barry P. Bosworth, 1996. "Economic Growth in East Asia: Accumulation versus Assimilation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(2), pages 135-204.
- 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.
- Koop, Gary & Osiewalski, Jacek & Steel, Mark F J, 1999. " The Components of Output Growth: A Stochastic Frontier Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(4), pages 455-487, November.
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