Abstract
This chapter has two principal aims. The first is to measure total factor productivity (TFP) change in Australian coal-fired electricity generation. The second aim is to compare and contrast two alternative approaches to the calculation of Malmquist TFP indices. Namely, a data envelopment analysis (DEA) approach (Färe, Grosskopf, Norris and Zhang, 1994) and a stochastic frontier analysis (SFA) approach (similar to that used in Perelman, 1995). We also compare these results with those obtained using the more traditional Törnqvist index approach (Caves, Christensen and Diewert, 1982).
This is a revision of a paper presented to the International Conference on Public Sector Efficiency, UNSW, Sydney, 27–28 November, 1997. The data used in this study is taken from Coelli (1995), a study which was part-financed by the Australian Electricity Supply Industry Research Board. I am grateful to Prasada Rao, Rolf Fare Kevin Fox and an anonymous referee for comments made on earlier drafts. Any errors that remain are my own.
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References
ABS (1989), “Development of Multifactor Productivity Estimates for Australia 1974–75 to 1987–88”, Australian Bureau of Statistics Information Paper No. 5229.0, Canberra.
Aigner, D.J., and S.F. Chu (1968), “On Estimating the Industry Production Function”, American Economic Review, 58, 826–839.
Battese, G.E. and T.J. Coelli (1995), “A Model for Technical Inefficiency Effects in a Stochastic Frontier production Function for Panel Data”, Empirical Economics, 20, 325–332.
Battese, G.E., and T.J. Coelli (1992), “Frontier Production Functions, Technical Efficiency and Panel Data: With Application to Paddy Farmers in India”, Journal of Productivity Analysis, 3, 153–169.
Berndt, E.R. (1978), “Aggregate Energy, Efficiency, and Productivity Measurement”, Annual Review of Energy, 3, 225–273.
Bureau of Industry Economics (1992), International Performance Indicators — Electricity, Research Report 40, AGPS, Canberra.
Bureau of Industry Economics (1994), International Performance Indicators — Electricity Update, Research Report 54, AGPS, Canberra.
Caves, D.W., L.R. Christensen and W.E. Diewert (1982b), “The Economic Theory of Index Numbers and the Measurement of Input, Output and Productivity”, Econometrica, 50, 1393–1414.
Coelli, T.J. (1995), “Measurement and Sources of Technical Inefficiency in Australian Electricity Generation”, paper presented at the New England Conference on Efficiency and Productivity, University of New England, Armidale, November 23–24, 1995.
Coelli, T.J. (1996a), “A Guide to FRONTIER Version 4.1: A Computer Program for Frontier Production Function Estimation”, CEPA Working Paper 96/07, Department of Econometrics, University of New England, Armidale.
Coelli, T.J. (1996b), “A Guide to DEAP Version 2.1: A Data Envelopment Analysis (Computer) Program”, CEPA Working Paper 96/08, Department of Econometrics, University of New England, Armidale.
Coelli, T.J., D.S. Prasada Rao and G.E. Battese (1998), An Introduction to Efficiency and Productivity Analysis, Kluwer Academic Publishers, Boston.
Cowing, T.G. and Smith, V.K. (1980), “The Estimation of a Production Technology: A Survey of Econometric Analyses of Steam-Electric Generation”, Land Economics, 54, 156–186.
ESAA (1993), Measuring the Efficiency of the Australian Electricity Supply Industry, a report by London Economics (consulting firm) to the Electricity Supply Association of Australia, Sydney.
ESAA (1994), International Performance Measurement for the Australian Electricity Supply Industry 1990–1991, Electricity Supply Association of Australia, Sydney.
Färe, R., S. Grosskopf and P. Roos (1997), “Malmquist Productivity Indexes: A Survey of Theory and Practice”, In R. Färe, S. Grosskopf and R.R. Russell (Eds.), Index Numbers: Essays in Honour of Sten Malmquist, Kluwer Academic Publishers, Boston, Forthcoming.
Färe, R., S. Grosskopf, and C.A.K. Lovell (1985), The Measurement of Efficiency of Production, Boston, Kluwer.
Färe, R., S. Grosskopf, M. Norris and Z. Zhang (1994), “Productivity Growth, Technical Progress, and Efficiency Changes in Industrialised Countries”, American Economic Review, 84, 66–83.
Färe, R., S. Grosskopf, S. Yaisawarng, S.K. Li and Z. Wang (1990), “Productivity Growth in Illinios Electric Utilities”, Resources and Energy, 12, 383–398.
Grifell-Tatjé, E., and C.A.K. Lovell (1995), “A Note on the Malmquist Productivity Index”, Economics Letters, 47, 169–175.
Grosskopf, S. (1993), “Efficiency and Productivity”, in Fried, H.O., C.A.K. Lovell and S.S. Schmidt (Eds.), The Measurement of Productive Efficiency: Techniques and Applications, Oxford University Press, New York, 160–194.
Nishimizu, M., and J.M. Page (1982), “Total Factor Productivity Growth, Technical Progress and Technical Efficiency Change: Dimensions of Productivity Change in Yugoslavia, 1965–78”, Economic Journal, 92, 920–936.
Perelman, S. (1995), “R&D, Technological Progress and Efficiency Change in Industrial Activities”, Review ofIncome and Wealth, 41, 349–366.
Productivity Commission (1996), Electricity 1996 — International Benchmarking, Research Report 96/16, AGPS, Canberra.
Shephard, R.W. (1970), Theory of Cost and Production Functions, Princeton University Press, Princeton.
Swan, P.L. (1990), “Real Rates of Return in Electricity Supply: New South Wales, Tasmania and Victoria”, Economic Record, 66, 93–109.
Swan Consultants (1991), An International Benchmark for Australia ’s Electricity Supply Industry, Report prepared for the Business Council of Australia.
Zeitsch, J. and D. Lawrence (1996), “Decomposing Economic Inefficiency in Base-load Power Plants”, Journal ofProductivity Analysis, 7, 359–378.
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Coelli, T. (2002). A Comparison of Alternative Productivity Growth Measures: With Application to Electricity Generation. In: Fox, K.J. (eds) Efficiency in the Public Sector. Studies in Productivity and Efficiency, vol 1. Springer, Boston, MA. https://doi.org/10.1007/978-1-4757-3592-5_7
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DOI: https://doi.org/10.1007/978-1-4757-3592-5_7
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