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Using Markets to Inform Policy: The Case of the Iraq War

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Author Info
JUSTIN WOLFERS
ERIC ZITZEWITZ

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Abstract

Financial market-based analysis of the expected effects of policy changes has traditionally been exclusively retrospective. In this paper, we demonstrate by example how prediction markets make it possible to use markets to prospectively estimate policy effects. We exploit data from a market trading in contracts tied to the ouster of Saddam Hussein as leader of Iraq to learn about financial market participants' expectations of the consequences of the 2003 Iraq war. We conducted an "ex-ante" analysis, which we disseminated before the war, finding that a 10% increase in the probability of war was accompanied by a $1 increase in spot oil prices that futures markets suggested was expected to dissipate quickly. Equity price movements implied that the same shock led to a 1.5% decline in the S&P 500. Further, the existence of widely-traded equity index options allows us to back out the entire distribution of market expectations of the war's near-term effects, finding that these large effects reflected a negatively skewed distribution, with a substantial probability of an extremely adverse outcome. The flow of war-related news through our sample explains a large proportion of daily oil and equity price movements. Subsequent analysis suggests that these relationships continued to hold out of sample. Our analysis also allows us to characterize which industries and countries were most sensitive to war news and when the immediate consequences of the war were better than "ex-ante" expectations, these sectors recovered, confirming these cross-sectional implications. We highlight the features of this case study that make it particularly amenable to this style of policy analysis and discuss some of the issues in applying this method to other policy contexts. Copyright (c) The London School of Economics and Political Science 2008.

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File URL: http://www.blackwell-synergy.com/doi/abs/10.1111/j.1468-0335.2008.00750.x
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Publisher Info
Article provided by London School of Economics and Political Science in its journal Economica.

Volume (Year): 76 (2009)
Issue (Month): 302 (04)
Pages: 225-250
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Handle: RePEc:bla:econom:v:76:y:2009:i:302:p:225-250

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  1. Wolfers, Justin & Zitzewitz, Eric, 2006. "Prediction Markets in Theory and Practice," CEPR Discussion Papers 5578, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
  2. Ray C. Fair, 2006. "Interpreting the Predictive Uncertainty of Presidential Elections," Levine's Bibliography 321307000000000427, UCLA Department of Economics. [Downloadable!]
  3. Daniel Waldenstrom & Bruno S. Frey, 2006. "Using Markets to Measure Pre-War Threat Assessments: The Nordic Countries facing World War II," CREMA Working Paper Series 2006-27, Center for Research in Economics, Management and the Arts (CREMA). [Downloadable!]
    Other versions:
  4. Ray C. Fair, 2004. "Predicting Electoral College Victory Probabilities from State Probability Data," Cowles Foundation Discussion Papers 1496, Cowles Foundation, Yale University. [Downloadable!]
  5. Massimo Guidolin & Eliana La Ferrara, 2005. "The economic effects of violent conflict: evidence from asset market reactions," Working Papers 2005-066, Federal Reserve Bank of St. Louis. [Downloadable!]
  6. Ray C. Fair, 2006. "Interpreting the Predictive Uncertainty of Elections," Cowles Foundation Discussion Papers 1579, Cowles Foundation, Yale University, revised May 2007. [Downloadable!]
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