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An Approach To The Econometric Estimation Of Attitudes To Risk In Agriculture

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  • Peter Bardsley
  • M. Harris

Abstract

A simple model is developed relating the debt and asset portfolio of the farm to the production decision, which leads to a small non-linear system of equations. The system is estimated with time-series cross-sectional data from Australian broadacre agriculture using non-linear three-stage least squares. This gives a new method of estimating risk aversion coefficients by using actual behaviour of farmers in a realistic economic environment, rather than games played in artificial situations. Australian farmers are found to be risk averse, and the partial coefficient of risk aversion decreases with wealth and increases with income. The results are consistent with the results of studies by Binswanger in India and elsewhere using a completely different method. This consistency suggests that the partial risk aversion coefficient is a relatively robust measure of attitudes to risk.
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  • Peter Bardsley & M. Harris, 1987. "An Approach To The Econometric Estimation Of Attitudes To Risk In Agriculture," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 31(2), pages 112-126, August.
    • Handle: RePEc:bla:ajarec:v:31:y:1987:i:2:p:112-126
    DOI: j.1467-8489.1987.tb00669.x
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    1. Lins, David A. & Gabriel, Stephen C. & Sonka, Steven T., 1981. "An Analysis Of The Risk Aversion Of Farm Operators: An Asset Portfolio Approach," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 6(1), pages 1-16, July.
    2. Masson, Robert Tempest, 1972. "The Creation of Risk Aversion by Imperfect Capital Markets," American Economic Review, American Economic Association, vol. 62(1), pages 77-86, March.
    3. Baltensperger, Ernst, 1978. "Credit Rationing: Issues and Questions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 10(2), pages 170-183, May.
    4. Machina, Mark J, 1982. ""Expected Utility" Analysis without the Independence Axiom," Econometrica, Econometric Society, vol. 50(2), pages 277-323, March.
    5. Menezes, C F & Hanson, D L, 1970. "On the Theory of Risk Aversion," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 11(3), pages 481-487, October.
    6. 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.
    7. A.P. Ockwell & Robert L. Batterham, 1980. "Nonprice Rationing Of Agricultural Credit By Two Trading Banks," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 24(3), pages 183-195, December.
    8. Amemiya, Takeshi, 1977. "The Maximum Likelihood and the Nonlinear Three-Stage Least Squares Estimator in the General Nonlinear Simultaneous Equation Model," Econometrica, Econometric Society, vol. 45(4), pages 955-968, May.
    9. Bond, Gary E. & Wonder, Bernard, 1980. "Risk Attitudes Amongst Australian Farmers," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 24(1), pages 1-19, April.
    10. Gary E. Bond & Bernard Wonder, 1980. "Risk Attitudes Amongst Australian Farmers," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 24(1), pages 16-34, April.
    11. Machina, Mark J., 1984. "Temporal risk and the nature of induced preferences," Journal of Economic Theory, Elsevier, vol. 33(2), pages 199-231, August.
    12. Wilson, Paul N. & Eidman, Vernon R., 1983. "An Empirical Test Of The Interval Approach For Estimating Risk Preferences," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 8(2), pages 1-13, December.
    13. Binswanger, Hans P, 1981. "Attitudes toward Risk: Theoretical Implications of an Experiment in Rural India," Economic Journal, Royal Economic Society, vol. 91(364), pages 867-890, December.
    14. Ockwell, Anthony P. & Batterham, Robert L., 1980. "Nonprice Rationing Of Agricultural Credit By Two Trading Banks," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 24(3), pages 1-13, December.
    15. Gallant, A. Ronald, 1977. "Three-stage least-squares estimation for a system of simultaneous, nonlinear, implicit equations," Journal of Econometrics, Elsevier, vol. 5(1), pages 71-88, January.
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