Input usage, output mix and industry deregulation: an analysis of the Australian dairy manufacturing industry
AbstractIn this paper we estimate a Translog output distance function for a balanced panel of state level data for the Australian dairy processing sector. We estimate a fixed effects specification employing Bayesian methods, with and without the imposition of monotonicity and curvature restrictions. Our results indicate that Tasmania and Victoria are the most technically efficient states with New South Wales being the least efficient. The imposition of theoretical restrictions marginally affects the results especially with respect to estimates of technical change and industry deregulation. Importantly, our bias estimates show changes in both input use and output mix that result from deregulation. Specifically, we find that deregulation has positively biased the production of butter, cheese and powders.
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Bibliographic InfoArticle provided by Australian Agricultural and Resource Economics Society in its journal Australian Journal of Agricultural and Resource Economics.
Volume (Year): 51 (2007)
Issue (Month): 2 (June)
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Bayesian; deregulation; output distance function; Agribusiness;
Other versions of this item:
- Kevin Balcombe & Hristos Doucouliagos & Iain Fraseer, 2006. "Input Usage, Ouput Mix and Industry Deregulation: An Analysis of the Australian Dairy Manufacturing Industry," Economics Series 2006_27, Deakin University, Faculty of Business and Law, School of Accounting, Economics and Finance.
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- Knopke, Philip, 1988. "Measuring Productivity Change Under Different Levels Of Assistance: The Australian Dairy Industry," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 32(02-03).
- Tim Coelli & Sergio Perelman, 2000. "Technical efficiency of European railways: a distance function approach," Applied Economics, Taylor and Francis Journals, vol. 32(15), pages 1967-1976.
- Grosskopf, S. & Margaritis, D. & Valdmanis, V., 1995. "Estimating output substitutability of hospital services: A distance function approach," European Journal of Operational Research, Elsevier, vol. 80(3), pages 575-587, February.
- Geoff Edwards, 2003. "The story of deregulation in the dairy industry," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(1), pages 75-98, 03.
- Pooran Lall & Allen Featherstone & David Norman, 2002. "Productivity Growth in the Western Hemisphere (1978–94): The Caribbean in Perspective," Journal of Productivity Analysis, Springer, vol. 17(3), pages 213-231, May.
- Doucouliagos, Hristos & Hone, Phillip, 2000. "The efficiency of the Australian dairy processing industry," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 44(3), September.
- Edwards, Geoff W., 2003. "The story of deregulation in the dairy industry," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(1), March.
- Lee C. Adkins & Ronald L. Moomaw & Andreas Savvides, 2002. "Institutions, Freedom, and Technical Efficiency," Southern Economic Journal, Southern Economic Association, vol. 69(1), pages 92-108, July.
- Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-74, October.
- Watson, Alistair S., 2005. "Productivity and the Dairy Industry," Australasian Agribusiness Review, University of Melbourne, Melbourne School of Land and Environment, vol. 13.
- Catherine J. Morrison Paul & Warren E. Johnston & Gerald A. G. Frengley, 2000. "Efficiency in New Zealand Sheep and Beef Farming: The Impacts of Regulatory Reform," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 325-337, May.
- Coelli, Tim & Perelman, Sergio, 1999. "A comparison of parametric and non-parametric distance functions: With application to European railways," European Journal of Operational Research, Elsevier, vol. 117(2), pages 326-339, September.
- Chib, Siddhartha & Greenberg, Edward, 1995. "Hierarchical analysis of SUR models with extensions to correlated serial errors and time-varying parameter models," Journal of Econometrics, Elsevier, vol. 68(2), pages 339-360, August.
- Tom Kompas & Tuong Nhu Che, 2003.
"Productivity in the Australian Dairy Industry,"
International and Development Economics Working Papers
idec03-8, International and Development Economics.
- Kelvin Balcombe & Iain Fraser & Jae Kim, 2006. "Estimating technical efficiency of Australian dairy farms using alternative frontier methodologies," Applied Economics, Taylor and Francis Journals, vol. 38(19), pages 2221-2236.
- Atkinson, Scott E. & Dorfman, Jeffrey H., 2005. "Bayesian measurement of productivity and efficiency in the presence of undesirable outputs: crediting electric utilities for reducing air pollution," Journal of Econometrics, Elsevier, vol. 126(2), pages 445-468, June.
- Rafael Cuesta & José Zofío, 2005. "Hyperbolic Efficiency and Parametric Distance Functions: With Application to Spanish Savings Banks," Journal of Productivity Analysis, Springer, vol. 24(1), pages 31-48, 09.
- Doucouliagos, Hristos & Hone, Phillip, 2000. "Deregulation and Subequilibrium in the Australian Dairy Processing Industry," The Economic Record, The Economic Society of Australia, vol. 76(233), pages 152-62, June.
- Tim J. Coelli & Chris O'Donnell, 2003.
"A Bayesian Approach To Imposing Curvature On Distance Functions,"
CEPA Working Papers Series
WP032003, School of Economics, University of Queensland, Australia.
- O'Donnell, Christopher J. & Coelli, Timothy J., 2005. "A Bayesian approach to imposing curvature on distance functions," Journal of Econometrics, Elsevier, vol. 126(2), pages 493-523, June.
- Fraser, Iain & Graham, Mary, 2005. "Efficiency Measurement of Australian Dairy Farms: National and Regional Performance," Australasian Agribusiness Review, University of Melbourne, Melbourne School of Land and Environment, vol. 13.
- Scott E. Atkinson & Rolf Färe & Daniel Primont, 2003. "Stochastic Estimation of Firm Inefficiency Using Distance Functions," Southern Economic Journal, Southern Economic Association, vol. 69(3), pages 596-611, January.
- William C. Horrace & Peter Schmidt, 2002. "Confidence Statements for Efficiency Estimates from Stochastic Frontier Models," Econometrics 0206006, EconWPA.
- Paul, Catherine J. Morrison & Nehring, Richard, 2005. "Product diversification, production systems, and economic performance in U.S. agricultural production," Journal of Econometrics, Elsevier, vol. 126(2), pages 525-548, June.
- Johannes Sauer, 2010. "Deregulation and dairy production systems: a Bayesian distance function approach," Journal of Productivity Analysis, Springer, vol. 34(3), pages 213-237, December.
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