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Input Usage, Ouput Mix and Industry Deregulation: An Analysis of the Australian Dairy Manufacturing Industry

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Author Info
Kevin Balcombe
Hristos Doucouliagos ()
Iain Fraseer ()

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Abstract

In 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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File URL: http://www.deakin.edu.au/buslaw/aef/workingpapers/papers/2006_27eco.pdf
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Publisher Info
Paper provided by Deakin University, Faculty of Business and Law, School of Accounting, Economics and Finance in its series Economics Series with number 2006_27.

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Date of creation: 30 Oct 2006
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Handle: RePEc:dkn:econwp:eco_2006_27

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Related research
Keywords: deregulation; output distance function; Bayesian;

References listed on IDEAS
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  1. 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). [Downloadable!]
  2. William Greene, 2002. "Fixed and Random Effects in Stochastic Frontier Models," Working Papers 02-16, New York University, Leonard N. Stern School of Business, Department of Economics. [Downloadable!]
  3. 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. [Downloadable!] (restricted)
  4. 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. [Downloadable!] (restricted)
  5. 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. [Downloadable!] (restricted)
  6. 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. [Downloadable!] (restricted)
    Other versions:
  7. 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. [Downloadable!] (restricted)
  8. 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. [Downloadable!] (restricted)
  9. 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.
  10. 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. [Downloadable!] (restricted)
  11. Geoff Edwards, 2003. "The story of deregulation in the dairy industry," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society and Blackwell Publishing Asia Pty Ltd., vol. 47(1), pages 75-98, 03. [Downloadable!] (restricted)
  12. 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.
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