Prediction markets: an experimental approach to forecasting cattle on feed
Purpose - The purpose of this paper is to use prediction markets to forecast an agricultural event: United States Department of Agriculture's number of cattle on feed (COF). Prediction markets are increasingly popular forecast tools due to their flexibility and proven accuracy to forecast a diverse array of events. Design/methodology/approach - During spring 2008, a market was constructed comprised of student traders in which they bought and sold contracts whose value was contingent on the number of COF to be reported on April 18, 2008. During a nine-week period, students were presented three types of contracts to forecast the number of COF. To estimate forecasts a uniform price sealed bid auction mechanism was used. Findings - The results showed that prediction markets forecasted 11.5 million head on feed, which was about 1.6 percent lower than the actual number of COF (11.684 million). The prediction market also fared slightly worse than analysts' predictions, which on average suggested there would be about 11.795 million head (an over-estimate of about 1 percent). Originality/value - The contribution of this study was not to provide conclusive evidence on the efficacy of using prediction markets to forecast COF, but rather to present an empirical example that will spark interest among agricultural economists on the promises and pitfalls of a research method that has been relatively underutilized in the agricultural economics literature.
Volume (Year): 70 (2010)
Issue (Month): 3 (November)
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- Wolfers, Justin & Zitzewitz, Eric, 2006.
"Five Open Questions About Prediction Markets,"
CEPR Discussion Papers
5562, C.E.P.R. Discussion Papers.
- Justin Wolfers & Eric Zitzewitz, 2006. "Five Open Questions About Prediction Markets," NBER Working Papers 12060, National Bureau of Economic Research, Inc.
- Wolfers, Justin & Zitzewitz, Eric, 2006. "Five Open Questions About Prediction Markets," IZA Discussion Papers 1975, Institute for the Study of Labor (IZA).
- Justin Wolfers & Eric Zitzewitz, 2006. "Five open questions about prediction markets," Working Paper Series 2006-06, Federal Reserve Bank of San Francisco.
- repec:reg:rpubli:259 is not listed on IDEAS
- Frank, Julieta & Garcia, Philip & Irwin, Scott H., 2008. "To What Surprises Do Hog Futures Markets Respond?," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 40(01), pages 73-87, April.
- John M. Marsh, 2003. "Impacts of Declining U.S. Retail Beef Demand on Farm-Level Beef Prices and Production," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(4), pages 902-913.
- Shiller, Robert J., 1999. "Human behavior and the efficiency of the financial system," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 20, pages 1305-1340 Elsevier.
- Robert J. Shiller, 1998. "Human Behavior and the Efficiency of the Financial System," Cowles Foundation Discussion Papers 1172, Cowles Foundation for Research in Economics, Yale University.
- Robert J. Shiller, 1998. "Human Behavior and the Efficiency of the Financial System," NBER Working Papers 6375, National Bureau of Economic Research, Inc.
- Frank, Julieta & Garcia, Philip & Irwin, Scott H., 2008. "To What Surprises Do Hog Futures Markets Respond?," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(01), April.
- Frank, Julieta & Garcia, Philip & Irwin, Scott H., 2007. "To What Surprises Do Hog Futures Markets Respond?," 2007 Conference, April 16-17, 2007, Chicago, Illinois 37573, NCCC-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
- Forsythe, Robert & Forrest Nelson & George R. Neumann & Jack Wright, 1992. "Anatomy of an Experimental Political Stock Market," American Economic Review, American Economic Association, vol. 82(5), pages 1142-1161, December.
- Good, Darrel L. & Irwin, Scott H. & Isengildina, Olga, 2006. "The Value of USDA Situation and Outlook Information in Hog and Cattle Markets," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(02), August.
- Isengildina, Olga & Irwin, Scott H. & Good, Darrel L., 2005. "The Value of USDA Situation and Outlook Information in Hog and Cattle Markets," 2005 Conference, April 18-19, 2005, St. Louis, Missouri 19050, NCR-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management.
- Kahneman, Daniel & Tversky, Amos, 1979. "Prospect Theory: An Analysis of Decision under Risk," Econometrica, Econometric Society, vol. 47(2), pages 263-291, March.
- Amos Tversky & Daniel Kahneman, 1979. "Prospect Theory: An Analysis of Decision under Risk," Levine's Working Paper Archive 7656, David K. Levine.
- Dhuyvetter, Kevin C. & Schroeder, Ted C. & Parcell, Joseph L., 1997. "The Effect of USDA Cattle on Feed Reports on Feeder Cattle Futures Prices," 1997 Annual Meeting, July 13-16, 1997, Reno\Sparks, Nevada 35751, Western Agricultural Economics Association.
- Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
- Paul W. Rhode & Koleman S. Strumpf, 2004. "Historical Presidential Betting Markets," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 127-141, Spring. Full references (including those not matched with items on IDEAS)
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