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An Analysis of Factors Affecting Bias and Inefficiency in Area Yield Indexes Based on Aggregated Farm Yields

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  • Yehouenou, Lauriane S. M.
  • Barnett, Barry J.
  • Harri, Ardian
  • Coble, Keith H.

Abstract

The Federal Crop Insurance Products offered for major field crops are either yield-based or revenue-based and offered at either the unit-level (farm or sub-farm) or county-level. The 2014 Farm Bill created the Supplemental Coverage Option (SCO) and Stacked Income Protection Plan (STAX) insurance products. These products provide county-level coverage against “shallow-losses” that can be added to the coverage provided by a unit-level yield or revenue insurance product. Historically, county-level insurance products have been based on National Agricultural Statistics Service (NASS) county yield estimates. However, in recent years NASS has reduced the number of counties for which it reports county yield estimates. As a result, the Risk Management Agency (RMA) is now basing all county-level insurance products (including SCO and STAX) on aggregated (to the county-level) farm-level yield data obtained from unit-level yield and revenue insurance policies sold. This paper analyzes how the performance of county-level insurance products might be impacted by this change. Specifically, the paper analyzes how differences across counties in factors such as unit-level insurance participation, the characteristics of producers purchasing unit-level insurance, and spatial yield correlation affect the performance of county-level insurance products based on aggregated unit-level insurance yield data.

Suggested Citation

  • Yehouenou, Lauriane S. M. & Barnett, Barry J. & Harri, Ardian & Coble, Keith H., 2016. "An Analysis of Factors Affecting Bias and Inefficiency in Area Yield Indexes Based on Aggregated Farm Yields," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 230081, Southern Agricultural Economics Association.
  • Handle: RePEc:ags:saea16:230081
    DOI: 10.22004/ag.econ.230081
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    References listed on IDEAS

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    1. Jerry R. Skees & J. Roy Black & Barry J. Barnett, 1997. "Designing and Rating an Area Yield Crop Insurance Contract," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 430-438.
    2. Richard E. Just & Linda Calvin & John Quiggin, 1999. "Adverse Selection in Crop Insurance: Actuarial and Asymmetric Information Incentives," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(4), pages 834-849.
    3. Smith, Vincent H. & Chouinard, Hayley H. & Baquet, Alan E., 1994. "Almost Ideal Area Yield Crop Insurance Contracts," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 23(1), pages 1-9, April.
    4. John C. Quiggin & Giannis Karagiannis & J. Stanton, 1993. "Crop Insurance And Crop Production: An Empirical Study Of Moral Hazard And Adverse Selection," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 37(2), pages 95-113, August.
    5. Dismukes, Robert & Coble, Keith H. & Miller, Corey & O'Donoghue, Erik J., 2013. "The Effects of Area-based Revenue Protection on Producers’ Choices of Farm-level Revenue Insurance," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 149545, Agricultural and Applied Economics Association.
    6. Keith H. Coble & Thomas O. Knight & Rulon D. Pope & Jeffery R. Williams, 1997. "An Expected-Indemnity Approach to the Measurement of Moral Hazard in Crop Insurance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 216-226.
    7. Steven D. Hanson & Robert J. Myers & J. Roy Black, 1998. "The Effects of Crop Yield Insurance Designs on Farmer Participation and Welfare," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(4), pages 806-820.
    8. Cooper, Joseph C. & Langemeier, Michael R. & Schnitkey, Gary D. & Zulauf, Carl R., 2009. "Constructing Farm Level Yield Densities from Aggregated Data: Analysis and Comparison of Approaches," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49216, Agricultural and Applied Economics Association.
    9. Bulut, Harun & Schnapp, Frank & Collins, Keith, 2011. "Systemic Risk: Crop Insurance in Retrospect and Prospect," NCIS Special Reports 160537, National Crop Insurance Services (NCIS).
    10. Barry J. Barnett & Dmitry V. Vedenov, 2007. "Is There a Viable Market for Area-Based Crop Insurance?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 508-519.
    11. Barry J. Barnett, 2000. "The U.S. Federal Crop Insurance Program," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 48(4), pages 539-551, December.
    12. Barnett, Barry J. & Black, J. Roy & Hu, Yingyao & Skees, Jerry R., 2005. "Is Area Yield Insurance Competitive with Farm Yield Insurance?," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 30(2), pages 1-17, August.
    13. Barnaby, Glenn Arthur, Jr. & Skees, Jerry R., 1990. "PUBLIC POLICY FOR CATASTROPIDC YIELD RISK: An Alternative Crop Insurance Program," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 5(2), pages 1-3.
    14. Mario J. Miranda, 1991. "Area-Yield Crop Insurance Reconsidered," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(2), pages 233-242.
    15. Jerry R. Skees & Barry J. Barnett, 1999. "Conceptual and Practical Considerations for Sharing Catastrophic/Systemic Risks," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 21(2), pages 424-441.
    16. Robert G. Chambers, 1989. "Insurability and Moral Hazard in Agricultural Insurance Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(3), pages 604-616.
    17. Olivier Mahul, 1999. "Optimum Area Yield Crop Insurance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 75-82.
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