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Efficiency Measurement of Australian Dairy Farms: National and Regional Performance

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  • Fraser, Iain
  • Graham, Mary

Abstract

In this paper we use Data Envelopment Analysis (DEA) to estimate technical efficiency for a sample of 1742 Australian dairy farms. Bearing in mind data limitations we find that average technical efficiency is 59 per cent, but there are significant regional differences. These results reflect differences in State level milk marketing arrangements in place before dairy deregulation in July 2000 providing an ex post explanation for the changing composition of dairy farms in Australia. We also examine two important technical aspects of DEA implementation. First, how changes in model input specification alter the relative performance of farms. Second, we employ a simple bootstrap procedure to show how changes in sample size affects estimates of technical efficiency. These results have simple but important implications for the use of DEA as an industry-benchmarking tool.

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Bibliographic Info

Article provided by University of Melbourne, Melbourne School of Land and Environment in its journal Australasian Agribusiness Review.

Volume (Year): 13 (2005)
Issue (Month): ()
Pages:

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Handle: RePEc:ags:auagre:126400

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Related research

Keywords: Data Envelopment Analysis; DEA; technical efficiency; Australian dairy farm; marketing; industry-benchmarking tool.; Agribusiness; Farm Management; Livestock Production/Industries; Marketing; Productivity Analysis; Research Methods/ Statistical Methods; ISSN 1442-6951;

References

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  1. Chambers, Robert G. & Fare, Rolf & Jaenicke, Edward & Lichtenberg, Erik, 1998. "Using dominance in forming bounds on DEA models: The case of experimental agricultural data," Journal of Econometrics, Elsevier, vol. 85(1), pages 189-203, July.
  2. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
  3. Fraser, I. & Cordina, D., 1999. "An application of data envelopment analysis to irrigated dairy farms in Northern Victoria, Australia," Agricultural Systems, Elsevier, vol. 59(3), pages 267-282, March.
  4. Alfons Weersink & Calum G. Turvey & Abdulahi Godah, 1990. "Decomposition Measures of Technical Efficiency for Ontario Dairy Farms," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 38(3), pages 439-456, November.
  5. Simar, L. & Wilson, P.W., 1999. "Statistical Inference in Nonparametric Frontier Models: the State of the Art," Papers 9904, Catholique de Louvain - Institut de statistique.
  6. 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.
  7. 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.
  8. Jaforullah, Mohammad & Whiteman, John, 1999. "Scale efficiency in the New Zealand dairy industry: a non-parametric approach," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 43(4), December.
  9. L. Martin Cloutier & Robin Rowley, 1993. "Relative Technical Efficiency: Data Envelopment Analysis and Quebec's Dairy Farms," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 41(2), pages 169-176, 07.
  10. 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.
  11. Kumbhakar, Subal C & Ghosh, Soumendra & McGuckin, J Thomas, 1991. "A Generalized Production Frontier Approach for Estimating Determinants of Inefficiency in U.S. Dairy Farms," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(3), pages 279-86, July.
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Cited by:
  1. Balcombe, Kelvin George & Doucouliagos, Hristos & Fraser, Iain, 2007. "Input usage, output mix and industry deregulation: an analysis of the Australian dairy manufacturing industry," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(2), June.
  2. Mary Graham, 2006. "Sustainability: Meaning and Measurement with Application to Agriculture," Economics Series 2006_31, Deakin University, Faculty of Business and Law, School of Accounting, Economics and Finance.
  3. Watson, Alistair S., 2005. "Productivity and the Dairy Industry," Australasian Agribusiness Review, University of Melbourne, Melbourne School of Land and Environment, vol. 13.
  4. Tao Zhang, 2007. "Part-time farming: off-farm and on-farm household efficiency measurement of Ireland farm households," Working Papers 0705, Rural Economy and Development Programme,Teagasc.
  5. Graham, Mary, 2008. "Biophysical Modelling and Performance Measurement," 2008 Conference (52nd), February 5-8, 2008, Canberra, Australia 6773, Australian Agricultural and Resource Economics Society.

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