The Effects of Prediction Market Design and Price Elasticity on Trading Performance of Users: An Experimental Analysis
We employ a 2x3 factorial experiment to study two central factors in the design of prediction markets (PMs) for idea evaluation: the overall design of the PM, and the elasticity of market prices set by a market maker. The results show that 'multi-market designs' on which each contract is traded on a separate PM lead to significantly higher trading performance than 'single-markets' that handle all contracts one on PM. Price elasticity has no direct effect on trading performance, but a significant interaction effect with market design implies that the performance difference between the market designs is highest in settings of moderate price elasticity. We contribute to the emerging research stream of PM design through an unprecedented experiment which compares current market designs.
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- Karan Girotra & Christian Terwiesch & Karl T. Ulrich, 2010. "Idea Generation and the Quality of the Best Idea," Management Science, INFORMS, vol. 56(4), pages 591-605, April.
- repec:reg:rpubli:259 is not listed on IDEAS
- Armstrong, J. Scott & Collopy, Fred, 1992. "Error measures for generalizing about forecasting methods: Empirical comparisons," International Journal of Forecasting, Elsevier, vol. 8(1), pages 69-80, June.
- Gerrit Kamp & Peter Koen, 2009. "Improving the Idea Screening Process within Organizations using Prediction Markets: A Theoretical Perspective," Journal of Prediction Markets, University of Buckingham Press, vol. 3(2), pages 39-64, August.
- Wolfers, Justin & Zitzewitz, Eric, 2004.
1854, Stanford University, Graduate School of Business.
- Henry Berg & Todd A. Proebsting, 2009. "Hanson's Automated Market Maker," Journal of Prediction Markets, University of Buckingham Press, vol. 3(1), pages 45-59, April.
- Stefan Luckner & Christof Weinhardt, 2007. "How to Pay Traders in Information Markets: Results from a Field Experiment," Journal of Prediction Markets, University of Buckingham Press, vol. 1(2), pages 147-156, July.
- Snowberg, Erik & Wolfers, Justin, 2010.
"Explaining the Favorite-Longshot Bias: Is it Risk-Love or Misperceptions?,"
IZA Discussion Papers
4884, Institute for the Study of Labor (IZA).
- Erik Snowberg & Justin Wolfers, 2010. "Explaining the Favorite-Long Shot Bias: Is it Risk-Love or Misperceptions?," Journal of Political Economy, University of Chicago Press, vol. 118(4), pages 723-746, 08.
- Erik Snowberg & Justin Wolfers, 2010. "Explaining the Favorite-Longshot Bias: Is it Risk-Love or Misperceptions?," CESifo Working Paper Series 3029, CESifo Group Munich.
- Snowberg, Erik & Wolfers, Justin, 2010. "Explaining the Favorite-Longshot Bias: Is it Risk-Love or Misperceptions?," CEPR Discussion Papers 7801, C.E.P.R. Discussion Papers.
- Erik Snowberg & Justin Wolfers, 2010. "Explaining the Favorite-Longshot Bias: Is it Risk-Love or Misperceptions?," NBER Working Papers 15923, National Bureau of Economic Research, Inc.
- Franke, Nikolaus & Shah, Sonali, 2003. "How communities support innovative activities: an exploration of assistance and sharing among end-users," Research Policy, Elsevier, vol. 32(1), pages 157-178, January.
- 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.
- Beardsley, George & Mansfield, Edwin, 1978. "A Note on the Accuracy of Industrial Forecasts of the Profitability of New Products and Processes," The Journal of Business, University of Chicago Press, vol. 51(1), pages 127-35, January.
- Christian Slamka & Wolfgang Jank & Bernd Skiera, 2012. "Second‐Generation Prediction Markets for Information Aggregation: A Comparison of Payoff Mechanisms," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 31(6), pages 469-489, 09.
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