Factor-Augmenting Technical Change: An Empirical Assessment
Starting from a system of factor demands, an empirical model that allows estimating factor-augmenting technical change is derived. Factor-augmenting technical change is defined as the improvement in factor productivities that can occur either exogenously or endogenously, with changes in other macroeconomic variables. This paper provides additional estimates for the substitution possibilities among inputs and it offers new empirical evidence on the direction and sources of factor-augmenting technical change, an issue that has not yet been explored by the empirical literature on growth determinants. The empirical findings suggest that technical change is directed. Technical change tends to be more energy-saving than capital- and labour-saving. Both R&D investments and international trade are important determinants of growth in energy and capital productivity whereas technical change for labour is positively related to education expenditure. Therefore, the sources of factor-augmenting technical change go beyond R&D investments, as proposed in the theory of directed technical change, and they differ across inputs. In other words, not only is technical change directed, the sources of factor-augmenting technical change appear to be input specific.
|Date of creation:||Mar 2009|
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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.
- Edwin van der Werf, 2007.
"Production Functions for Climate Policy Modeling: An Empirical Analysis,"
Kiel Working Papers
1316, Kiel Institute for the World Economy.
- 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," Working Papers 2007.47, Fondazione Eni Enrico Mattei.
- 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.
- Anil Markandya & Suzette Pedroso-Galinato, 2007.
"How substitutable is natural capital?,"
Environmental & Resource Economics,
Springer;European Association of Environmental and Resource Economists, vol. 37(1), pages 297-312, May.
- J. Bradford De Long & Lawrence H. Summers, 1991.
"Equipment Investment and Economic Growth,"
The Quarterly Journal of Economics,
Oxford University Press, vol. 106(2), pages 445-502.
- J. Bradford De Long & Lawrence H. Summers, 1990. "Equipment Investment and Economic Growth," NBER Working Papers 3515, National Bureau of Economic Research, Inc.
- J. Bradford De Long & Lawrence H. Summers, . "Equipment Investment and Economic Growth," J. Bradford De Long's Working Papers _122, University of California at Berkeley, Economics Department.
- 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.
- 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.
- Romer, Paul M, 1990.
"Endogenous Technological Change,"
Journal of Political Economy,
University of Chicago Press, vol. 98(5), pages S71-102, October.
- 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.
- 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.
- 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.
- 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.
- Mansfield, Edwin, 1980. "Basic Research and Productivity Increase in Manufacturing," American Economic Review, American Economic Association, vol. 70(5), pages 863-73, December.
- John W. Kendrick, 1956. "Productivity Trends: Capital and Labor," NBER Books, National Bureau of Economic Research, Inc, number kend56-1.
- Daron Acemoglu, 2002.
"Directed Technical Change,"
Review of Economic Studies,
Oxford University Press, vol. 69(4), pages 781-809.
- 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.
- Rosenberg,Nathan, 1983. "Inside the Black Box," Cambridge Books, Cambridge University Press, number 9780521273671, December.
- 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.
- 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.
- Sanstad, Alan H. & Roy, Joyashree & Sathaye, Jayant A., 2006. "Estimating energy-augmenting technological change in developing country industries," Energy Economics, Elsevier, vol. 28(5-6), pages 720-729, November.
- Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
- 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.
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