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Stochastic Technology, Risk Preferences, and Adoption of Site-Specific Technologies

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  • Murat Isik
  • Madhu Khanna

Abstract

A model of farmer decision making is developed to determine the extent to which uncertainties about soil fertility and weather affect the value of site-specific technologies (SSTs) using jointly estimated risk and technology parameters. Uncertainty can lead risk-averse farmers to apply more fertilizers and generate more pollution than in the certainty case. Ignoring uncertainty and risk aversion would overestimate the economic and environmental benefits of SSTs and underestimate the subsidy required to induce adoption. Accounting for uncertainties and risk preferences might explain the low observed adoption rates of SSTs. Improving the accuracy of SSTs would increase the incentives for adoption. Copyright 2003, Oxford University Press.

Suggested Citation

  • Murat Isik & Madhu Khanna, 2003. "Stochastic Technology, Risk Preferences, and Adoption of Site-Specific Technologies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(2), pages 305-317.
  • Handle: RePEc:oup:ajagec:v:85:y:2003:i:2:p:305-317
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    File URL: http://hdl.handle.net/10.1111/1467-8276.00121
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    1. Giannis Karagiannis, 1998. "Interactions between Agricultural and Resource Policy: Comment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(2), pages 419-421.
    2. Z. Bar‐Shira & R.E. Just & D. Zilberman, 1997. "Estimation of farmers' risk attitude: an econometric approach," Agricultural Economics, International Association of Agricultural Economists, vol. 17(2-3), pages 211-222, December.
    3. Babcock, Bruce A. & Pautsch, Gregory R., 1998. "Moving From Uniform To Variable Fertilizer Rates On Iowa Corn: Effects On Rates And Returns," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 23(2), pages 1-16, December.
    4. Pope, Rulon D. & Kramer, Randall A., 1978. "Production Uncertainty and Factor Demands for the Competitive Firm," Working Papers 225637, University of California, Davis, Department of Agricultural and Resource Economics.
    5. Just, Richard E. & Pope, Rulon D., 1978. "Stochastic specification of production functions and economic implications," Journal of Econometrics, Elsevier, vol. 7(1), pages 67-86, February.
    6. Bruce A. Babcock, 1992. "The Effects of Uncertainty on Optimal Nitrogen Applications," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 14(2), pages 271-280.
    7. Pollak, Robert A. & Wales, Terence J., 1991. "The likelihood dominance criterion : A new approach to model selection," Journal of Econometrics, Elsevier, vol. 47(2-3), pages 227-242, February.
    8. Harvey, A C, 1976. "Estimating Regression Models with Multiplicative Heteroscedasticity," Econometrica, Econometric Society, vol. 44(3), pages 461-465, May.
    9. Bruce A. Babcock & Alicia L. Carriquiry & Hal S. Stern, 1996. "Evaluation of Soil Test Information in Agricultural Decision‐Making," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 45(4), pages 447-461, December.
    10. Feder, Gershon, 1980. "Farm Size, Risk Aversion and the Adoption of New Technology under Uncertainty," Oxford Economic Papers, Oxford University Press, vol. 32(2), pages 263-283, July.
    11. Howard D. Leathers & John C. Quiggin, 1991. "Interactions between Agricultural and Resource Policy: The Importance of Attitudes toward Risk," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 757-764.
    12. Meyer, Jack, 1987. "Two-moment Decision Models and Expected Utility Maximization," American Economic Review, American Economic Association, vol. 77(3), pages 421-430, June.
    13. Asche, Frank & Tveteras, Ragnar, 1999. "Modeling Production Risk With A Two-Step Procedure," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 24(2), pages 1-16, December.
    14. Babcock, Bruce A. & Shogren, Jason F., 1995. "The cost of agricultural production risk," Agricultural Economics, Blackwell, vol. 12(2), pages 141-150, August.
    15. Just, Richard E & Zilberman, David, 1983. "Stochastic Structure, Farm Size and Technology Adoption in Developing Agriculture," Oxford Economic Papers, Oxford University Press, vol. 35(2), pages 307-328, July.
    16. Hennessy, David A. & Babcock, Bruce A., 1998. "Information, Flexibility, and Value Added," Staff General Research Papers Archive 1362, Iowa State University, Department of Economics.
    17. Khanna, Madhu & Isik, Murat & Winter-Nelson, Alex, 2000. "Investment in site-specific crop management under uncertainty: implications for nitrogen pollution control and environmental policy," Agricultural Economics, Blackwell, vol. 24(1), pages 9-21, December.
    18. Carl H. Nelson & Paul V. Preckel, 1989. "The Conditional Beta Distribution as a Stochastic Production Function," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(2), pages 370-378.
    19. Gary Kachanoski, 1999. "Economic Feasibility of Variable-Rate Technology for Nitrogen on Corn," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(4), pages 914-927.
    20. Thomas, Alban & Bontems, Philippe, 1998. "Information Value And Risk Premium In Agricultural Production Under Risk: The Case Of Split Nitrogen Application For Corn," 1998 Annual meeting, August 2-5, Salt Lake City, UT 20844, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    21. Lambert, David K., 1990. "Risk Considerations In The Reduction Of Nitrogen Fertilizer Use In Agricultural Production," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 15(2), pages 1-11, December.
    22. English, Burton C. & Mahajanashetti, S.B. & Roberts, Roland K., 1999. "Economic And Environmental Benefits Of Variable Rate Application Of Nitrogen To Corn Fields: Role Of Variability And Weather," 1999 Annual meeting, August 8-11, Nashville, TN 21533, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    23. Katz, Eliakim, 1984. "On variability under certainty," European Economic Review, Elsevier, vol. 26(1-2), pages 109-113.
    24. Murat Isik, 2002. "Resource Management under Production and Output Price Uncertainty: Implications for Environmental Policy," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(3), pages 557-571.
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