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Identifying risk-efficient strategies using stochastic frontier analysis and simulation: An application to irrigated cropping in Australia

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  • Power, Brendan
  • Cacho, Oscar J

Abstract

In irrigated cropping, as with any other industry, profit and risk are inter-dependent. An increase in profit would normally coincide with an increase in risk, and this means that risk can be traded for profit. It is desirable to manage a farm so that it achieves the maximum possible profit for the desired level of risk. This paper identifies risk-efficient cropping strategies that allocate land and water between crop enterprises for a case study of an irrigated farm in Southern Queensland, Australia. This is achieved by applying stochastic frontier analysis to the output of a simulation experiment. The simulation experiment involved changes to the levels of business risk by systematically varying the crop sowing rules in a bioeconomic model of the case study farm. This model utilises the multi-field capability of the process based Agricultural Production System Simulator (APSIM) and is parameterised using data collected from interviews with a collaborating farmer.

Suggested Citation

  • Power, Brendan & Cacho, Oscar J, 2014. "Identifying risk-efficient strategies using stochastic frontier analysis and simulation: An application to irrigated cropping in Australia," Agricultural Systems, Elsevier, vol. 125(C), pages 23-32.
    • Handle: RePEc:eee:agisys:v:125:y:2014:i:c:p:23-32
    DOI: 10.1016/j.agsy.2013.11.002
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    1. Meinke, H. & Baethgen, W. E. & Carberry, P. S. & Donatelli, M. & Hammer, G. L. & Selvaraju, R. & Stockle, C. O., 2001. "Increasing profits and reducing risks in crop production using participatory systems simulation approaches," Agricultural Systems, Elsevier, vol. 70(2-3), pages 493-513.
    2. John M. Antle, 1983. "Incorporating Risk in Production Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 65(5), pages 1099-1106.
    3. Cacho, O. J. & Bywater, A. C. & Dillon, J. L., 1999. "Assessment of production risk in grazing models," Agricultural Systems, Elsevier, vol. 60(2), pages 87-98, May.
    4. Keating, B. A. & McCown, R. L., 2001. "Advances in farming systems analysis and intervention," Agricultural Systems, Elsevier, vol. 70(2-3), pages 555-579.
    5. Garnaut,Ross, 2011. "The Garnaut Review 2011," Cambridge Books, Cambridge University Press, number 9781107691681, October.
    6. Lien, Gudbrand & Brian Hardaker, J. & Flaten, Ola, 2007. "Risk and economic sustainability of crop farming systems," Agricultural Systems, Elsevier, vol. 94(2), pages 541-552, May.
    7. Antle, John M., 1983. "Incorporating Risk In Production Analysis," 1983 Annual Meeting, July 31-August 3, West Lafayette, Indiana 279106, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    8. Anderson, Jock R. & Dillon, John L. & Hardaker, Brian, 1977. "Agricultural Decision Analysis," Monographs: Applied Economics, AgEcon Search, number 288652, November.
    9. Cliff J. Huang & Anthony M. Tang & Faqir S. Bagi, 1986. "Two Views of Efficiency in Indian Agriculture," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 34(2), pages 209-226, July.
    10. Yotopoulos, Pan A. & Lau, Lawrence J. & Somel, Kutlu, 1970. "Labor Intensity and Relative Efficiency in Indian Agriculture," Food Research Institute Studies, Stanford University, Food Research Institute, vol. 9(1), pages 1-14.
    11. Hardaker, J. Brian, 2000. "Some Issues in Dealing with Risk in Agriculture," Working Papers 12912, University of New England, School of Economics.
    12. Renato Villano & Euan Fleming, 2006. "Technical Inefficiency and Production Risk in Rice Farming: Evidence from Central Luzon Philippines," Asian Economic Journal, East Asian Economic Association, vol. 20(1), pages 29-46, March.
    13. Robert J. Farquharson & Oscar J. Cacho & John D. Mullen & Graeme D. Schwenke, 2008. "An economic approach to soil fertility management for wheat production in north-eastern Australia," Agricultural Economics, International Association of Agricultural Economists, vol. 38(2), pages 181-192, March.
    14. Hansen, J. W. & Jones, J. W., 1996. "A systems framework for characterizing farm sustainability," Agricultural Systems, Elsevier, vol. 51(2), pages 185-201, June.
    15. Thi Bich Tran & R. Quentin Grafton & Tom Kompas, 2008. "Firm Efficiency in a Transitional Economy: Evidence from Vietnam," Asian Economic Journal, East Asian Economic Association, vol. 22(1), pages 47-66, March.
    16. Jirong Wang & Eric J. Wailes & Gail L. Cramer, 1996. "A Shadow-Price Frontier Measurement of Profit Efficiency in Chinese Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(1), pages 146-156.
    17. Wilson, Paul & Hadley, David & Asby, Carol, 2001. "The influence of management characteristics on the technical efficiency of wheat farmers in eastern England," Agricultural Economics, Blackwell, vol. 24(3), pages 329-338, March.
    18. Tim Coelli & Sergio Perelman & Elliot Romano, 1999. "Accounting for Environmental Influences in Stochastic Frontier Models: With Application to International Airlines," Journal of Productivity Analysis, Springer, vol. 11(3), pages 251-273, June.
    19. Robert P. King & Lindon J. Robison, 1981. "An Interval Approach to Measuring Decision Maker Preferences," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 63(3), pages 510-520.
    20. Gaydon, D.S. & Meinke, H. & Rodriguez, D. & McGrath, D.J., 2012. "Comparing water options for irrigation farmers using Modern Portfolio Theory," Agricultural Water Management, Elsevier, vol. 115(C), pages 1-9.
    21. Schoemaker, Paul J H, 1982. "The Expected Utility Model: Its Variants, Purposes, Evidence and Limitations," Journal of Economic Literature, American Economic Association, vol. 20(2), pages 529-563, June.
    22. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    23. Pandey, Sushil & Hardaker, J. Brian, 1995. "The role of modelling in the quest for sustainable farming systems," Agricultural Systems, Elsevier, vol. 47(4), pages 439-450.
    24. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    25. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
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