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Stochastic Valuation of Hybrid Rice Technology in Arkansas

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  • Lyman, Nathaniel
  • Nalley, Lawton Lanier

Abstract

Despite the rapid producer adoption of hybrid rice (Oryza sativa L.) in recent years, the economic advantage of hybrid rice in the mid-Southern United States remains disputed. This study compares the economic risk and return of three popularly sown hybrid rice varieties: XL723, Clearfield® (CL) XL729, and CL XL745; and eight conventional rice varieties: Cheniere, CL 142-AR, CL 151, Francis, Roy J, Taggart, Templeton, and Wells; using University of Arkansas experimental test plot data from 2006 – 2010. Paddy and milling yield data on each variety are used to estimate a Just-Pope production function, allowing comparison of mean yields and mean yield variances across varieties. A Monte Carlo simulation is used to compare net returns and net return variance (risk) across hybrid and conventional varieties. Just-Pope estimation results indicate that hybrid varieties exhibit mean paddy yield premiums of 1.1 to 1.8 Mg ha-1 relative to the best performing conventional variety (Francis), furthermore the hybrid yield advantage is not associated with increased yield risk. Among hybrid-CL® and conventional-CL®, varieties, hybrid milling quality is not statistically different than conventional varieties. Among non-CL varieties, the hybrid XL723 exhibits a mean head rice yield (HRY) premium relative to conventional alternatives. Monte Carlo simulation results suggest that the net revenue advantage of hybrid-CL and conventional-CL® varieties makes them preferable to and non-CL conventional alternatives, respectively, across the entire range of producer risk preferences considered in this study.

Suggested Citation

  • Lyman, Nathaniel & Nalley, Lawton Lanier, 2013. "Stochastic Valuation of Hybrid Rice Technology in Arkansas," 2013 Annual Meeting, February 2-5, 2013, Orlando, Florida 142505, Southern Agricultural Economics Association.
  • Handle: RePEc:ags:saea13:142505
    DOI: 10.22004/ag.econ.142505
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    as
    1. Bishop, Carol D. & Curtis, Kynda R. & Kim, Man-Keun, 2010. "Conserving water in arid regions: Exploring the economic feasibility of alternative crops," Agricultural Systems, Elsevier, vol. 103(8), pages 535-542, October.
    2. Annou, Mamane M. & Wailes, Eric J. & Thomsen, Michael R., 2005. "A Dynamic Decision Model of Technology Adoption under Uncertainty: Case of Herbicide-Resistant Rice," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 37(1), pages 161-172, April.
    3. Barham, E. Hart Bise & Robinson, John R.C. & Richardson, James W. & Rister, M. Edward, 2011. "Mitigating Cotton Revenue Risk Through Irrigation, Insurance, and Hedging," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 43(4), pages 1-12, November.
    4. Deliberto, Michael A. & Salassi, Michael E., 2011. "Hybrid Rice Production Possibilities in the Southern Rice Producing Region," Journal of the ASFMRA, American Society of Farm Managers and Rural Appraisers, vol. 2011, pages 1-10, June.
    5. Andrés J. Picazo‐Tadeo & Alan Wall, 2011. "Production risk, risk aversion and the determination of risk attitudes among Spanish rice producers," Agricultural Economics, International Association of Agricultural Economists, vol. 42(4), pages 451-464, July.
    6. J. Brian Hardaker & James W. Richardson & Gudbrand Lien & Keith D. Schumann, 2004. "Stochastic efficiency analysis with risk aversion bounds: a simplified approach," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(2), pages 253-270, June.
    7. Richardson, James W. & Klose, Steven L. & Gray, Allan W., 2000. "An Applied Procedure For Estimating And Simulating Multivariate Empirical (Mve) Probability Distributions In Farm-Level Risk Assessment And Policy Analysis," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 32(2), pages 1-17, August.
    8. Hans P. Binswanger, 1980. "Attitudes Toward Risk: Experimental Measurement in Rural India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 395-407.
    9. Brorsen, B. Wade & Grant, Warren R. & Rister, M. Edward, 1988. "Some Effects of Rice Quality on Rough Rice Prices," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 20(1), pages 131-140, July.
    10. Greg Traxler & Jose Falck-Zepeda & J.I. Ortiz-Monasterio R. & Ken Sayre, 1995. "Production Risk and the Evolution of Varietal Technology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(1), pages 1-7.
    11. Dustin L. Pendell & Jeffery R. Williams & Scott B. Boyles & Charles W. Rice & Richard G. Nelson, 2007. "Soil Carbon Sequestration Strategies with Alternative Tillage and Nitrogen Sources under Risk," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 29(2), pages 247-268.
    12. Antle, John M & Crissman, Charles C, 1990. "Risk, Efficiency, and the Adoption of Modern Crop Varieties: Evidence from the Philippines," Economic Development and Cultural Change, University of Chicago Press, vol. 38(3), pages 517-537, April.
    13. Williams, Jeffery R. & Pachta, Matthew J. & Roozeboom, Kraig L. & Llewelyn, Richard V. & Claassen, Mark M. & Bergtold, Jason S., 2012. "Risk Analysis of Tillage and Crop Rotation Alternatives with Winter Wheat," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 44(4), pages 1-16, November.
    14. John M. Antle, 1987. "Econometric Estimation of Producers' Risk Attitudes," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 69(3), pages 509-522.
    15. Jesse Tack & Ardian Harri & Keith Coble, 2012. "More than Mean Effects: Modeling the Effect of Climate on the Higher Order Moments of Crop Yields," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(5), pages 1037-1054.
    16. Lawton L. Nalley & Andrew P. Barkley & Allen M. Featherstone, 2010. "The genetic and economic impact of the CIMMYT wheat breeding program on local producers in the Yaqui Valley, Sonora Mexico," Agricultural Economics, International Association of Agricultural Economists, vol. 41(5), pages 453-462, September.
    17. Nalley, L. Lanier & Moldenhauer, Karen A. & Lyman, Nate, 2011. "The Genetic and Economic Impact of the University of Arkansas's Rice Breeding Program: 1983-2007," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 43(1), pages 131-142, February.
    18. 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.
    19. William Lin & G. W. Dean & C. V. Moore, 1974. "An Empirical Test of Utility vs. Profit Maximization in Agricultural Production," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 56(3), pages 497-508.
    20. Nalley, Lawton Lanier & Moldenhauer, Karen A. & Lyman, Nathaniel, 2011. "The Genetic and Economic Impact of the University of Arkansas’s Rice Breeding Program: 1983–2007," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 43(1), pages 1-12, February.
    21. Saha Atanu & H. Alan Love & Robert Schwart, 1994. "Adoption of Emerging Technologies Under Output Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(4), pages 836-846.
    22. Annou, Mamane Malam & Wailes, Eric J. & Thomsen, Michael R., 2005. "A Dynamic Decision Model of Technology Adoption under Uncertainty: Case of Herbicide-Resistant Rice," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 37(1), pages 1-12, April.
    23. Durand-Morat, Alvaro & Wailes, Eric J. & Chavez, Eddie C., 2011. "Hybrid Rice And Its Impact On Food Security And The Pattern Of Global Production And Trade," 2011 Annual Meeting, February 5-8, 2011, Corpus Christi, Texas 98845, Southern Agricultural Economics Association.
    24. Bryant, Kelly J. & Reeves, Jeanne M. & Nichols, Robert L. & Greene, Jeremy K. & Tingle, Christopher H. & Studebaker, Glenn E. & Bourland, Fred M. & Capps, Charles D. & Groves, Frank E., 2008. "Valuing Transgenic Cotton Technologies Using a Risk/Return Framework," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(3), pages 1-9, December.
    25. Melinda Smale & Jason Hartell & Paul W. Heisey & Ben Senauer, 1998. "The Contribution of Genetic Resources and Diversity to Wheat Production in the Punjab of Pakistan," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(3), pages 482-493.
    26. Salvatore Di Falco & Jean‐Paul Chavas & Melinda Smale, 2007. "Farmer management of production risk on degraded lands: the role of wheat variety diversity in the Tigray region, Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 36(2), pages 147-156, March.
    27. Hignight, Jeffrey A. & Watkins, K. Bradley & Anders, Merle M., 2010. "An Economic Risk Analysis of Tillage and Cropping Systems on the Arkansas Grand Prairie," 2010 Annual Meeting, February 6-9, 2010, Orlando, Florida 56354, Southern Agricultural Economics Association.
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    Keywords

    Crop Production/Industries; Farm Management; Production Economics; Risk and Uncertainty;
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