Factor-Augmenting Technical Change: an Empirical Assessment
AbstractThis paper estimates factor-specific technical change and input substitution using a structural approach. It improves upon the existing literature by introducing technology drivers for factor productivities and by assessing the impact of endogenous technical change on the estimates of substitution elasticities. The empirical results suggest that factor-productivities are indeed endogenous. In addition, technology drivers are factor-specific. Whereas R&D investments and machinery imports are important determinants of energy and capital productivity, education is found to be statistically related to labour productivity. The rate of energy-augmenting technical change is larger than that of either labour or capital. By contrast, the productivity of these two factors grows at similar rates. Estimates of the elasticities of substitution are within the ranges identified by previous literature. In addition, our results suggest that endogenous technical change lowers the estimated values of the substitution elasticity.
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Bibliographic InfoPaper provided by Department of Economics, University of Venice "Ca' Foscari" in its series Working Papers with number 2009_29.
Date of creation: 2009
Date of revision:
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Postal: Cannaregio, S. Giobbe no 873 , 30121 Venezia
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More information through EDIRC
Technical change; Technology spillovers; Endogenous growth; Panel regression;
Other versions of this item:
- Enrica De Cian, 2009. "Factor-Augmenting Technical Change: An Empirical Assessment," Working Papers 2009.18, Fondazione Eni Enrico Mattei.
- C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
- O47 - Economic Development, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Measurement of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
- Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
- Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
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- Nadiri, M Ishaq, 1970. "Some Approaches to the Theory and Measurement of Total Factor Productivity: A Survey," Journal of Economic Literature, American Economic Association, vol. 8(4), pages 1137-77, December.
- Goulder, Lawrence H. & Schneider, Stephen H., 1999. "Induced technological change and the attractiveness of CO2 abatement policies," Resource and Energy Economics, Elsevier, vol. 21(3-4), pages 211-253, August.
- Pindyck, Robert S, 1979. "Interfuel Substitution and the Industrial Demand for Energy: An International Comparison," The Review of Economics and Statistics, MIT Press, vol. 61(2), pages 169-79, May.
- Jorgenson, Dale W & Fraumeni, Barbara M, 1992. " Investment in Education and U.S. Economic Growth," Scandinavian Journal of Economics, Wiley Blackwell, vol. 94(0), pages S51-70, Supplemen.
- Jorgenson, Dale W. & Wilcoxen, Peter J., 1990. "Intertemporal general equilibrium modeling of U.S. environmental regulation," Journal of Policy Modeling, Elsevier, vol. 12(4), pages 715-744.
- Romer, Paul M, 1990.
"Endogenous Technological Change,"
Journal of Political Economy,
University of Chicago Press, vol. 98(5), pages S71-102, October.
- Edwin van der Werf, 2007.
"Production Functions for Climate Policy Modeling: An Empirical Analysis,"
2007.47, Fondazione Eni Enrico Mattei.
- van der Werf, Edwin, 2008. "Production functions for climate policy modeling: An empirical analysis," Energy Economics, Elsevier, vol. 30(6), pages 2964-2979, November.
- Edwin van der Werf, 2007. "Production Functions for Climate Policy Modeling: An Empirical Analysis," Kiel Working Papers 1316, Kiel Institute for the World Economy.
- Sue Wing, Ian, 2006. "Representing induced technological change in models for climate policy analysis," Energy Economics, Elsevier, vol. 28(5-6), pages 539-562, November.
- John W. Kendrick, 1956. "Productivity Trends: Capital and Labor," NBER Books, National Bureau of Economic Research, Inc, number kend56-1.
- Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
- Slade, Margaret E., 1989. "Modelling stochastic and cyclical components of technical change : An application of the Kalman filter," Journal of Econometrics, Elsevier, vol. 41(3), pages 363-383, July.
- Acemoglu, Daron, 2002.
"Directed Technical Change,"
Review of Economic Studies,
Wiley Blackwell, vol. 69(4), pages 781-809, October.
- J. Bradford De Long & Lawrence H. Summers, 1990.
"Equipment Investment and Economic Growth,"
NBER Working Papers
3515, National Bureau of Economic Research, Inc.
- Cameron, Gavin & Proudman, James & Redding, Stephen, 2005. "Technological convergence, R&D, trade and productivity growth," European Economic Review, Elsevier, vol. 49(3), pages 775-807, April.
- Lopez Ramon, 1994. "The Environment as a Factor of Production: The Effects of Economic Growth and Trade Liberalization," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 163-184, September.
- Markandya, Anil & Pedroso-Galinato, Suzette, 2006.
"How substitutable is natural capital ?,"
Policy Research Working Paper Series
3803, The World Bank.
- Edenhofer, Ottmar & Bauer, Nico & Kriegler, Elmar, 2005. "The impact of technological change on climate protection and welfare: Insights from the model MIND," Ecological Economics, Elsevier, vol. 54(2-3), pages 277-292, August.
- John Kendrick, 1956. "Productivity Trends: Capital and Labor," NBER Chapters, in: Productivity Trends: Capital and Labor, pages -3-23 National Bureau of Economic Research, Inc.
- 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.
- Gerlagh, Reyer, 2008. "A climate-change policy induced shift from innovations in carbon-energy production to carbon-energy savings," Energy Economics, Elsevier, vol. 30(2), pages 425-448, March.
- Mansfield, Edwin, 1980. "Basic Research and Productivity Increase in Manufacturing," American Economic Review, American Economic Association, vol. 70(5), pages 863-73, December.
- Carlo Carraro & Enrica De Cian & Massimo Tavoni, 2009.
"Human Capital Formation and Global Warming Mitigation: Evidence from an Integrated Assessment Model,"
CESifo Working Paper Series
2874, CESifo Group Munich.
- Carlo Carraro & Enrica De Cian & Massimo Tavoni, 2009. "Human capital formation and global warming mitigation: evidence from an integrated assessment model," Working Papers 2009_30, Department of Economics, University of Venice "Ca' Foscari".
- Hübler, Michael & Glas, Alexander, 2013. "The energy-bias of North-South technology spillovers: A global, bilateral, bisectoral trade analysis," ZEW Discussion Papers 13-031, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Carlo Carraro & Enrica De Cian & Lea Nicita, 2009.
"Modeling Biased Technical Change. Implications For Climate Policy,"
2009_27, Department of Economics, University of Venice "Ca' Foscari".
- Enrica De Cian & Carlo Carraro & Lea Nicita, 2010. "Modeling Biased Technical Change. Implications for Climate Policy," Working Papers 2010.4, Fondazione Eni Enrico Mattei.
- Gnidchenko, Andrey, 2011.
"Моделирование Технологических И Институциональных Эффектов В Макроэкономическом Прогнозировании
[Technologica," MPRA Paper 35484, University Library of Munich, Germany, revised May 2011.
- Enrica De Cian & Ramiro Parrado, 2012. "Technology Spillovers Embodied in International Trade: Intertemporal, regional and sectoral effects in a global CGE," Working Papers 2012.27, Fondazione Eni Enrico Mattei.
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