What are the Odds? Using Constituency-level Betting Markets to Forecast Seat Shares in the 2010 UK General Elections

This article investigates methodologies for translating data from constituency betting markets in each of the UK's 650 constituencies into national-level predictions of parties' seat shares for the 2010 House of Commons election. We argue that information from betting markets is highly disaggregated (offering candidate-level predictions), adjustable throughout the campaign, and free to access – meaning that such data should be a useful resource for electoral forecasters. However, we find that constituency-market gambling data from the site Betfair.com proved to be a relatively poor basis for predicting party seat shares, and we also find evidence suggesting that the data were systematically biased in several ways. Nonetheless, we argue that future research in this area should compensate for these biases to harness the potential of constituency prediction markets for electoral forecasting.

[1]  Matthew J. Lebo,et al.  The PM and the Pendulum: Dynamic Forecasting of British Elections , 2006, British Journal of Political Science.

[2]  David Rothschild,et al.  Forecasting Elections Comparing Prediction Markets, Polls, and Their Biases , 2009 .

[3]  M. Shugart Inherent and Contingent Factors in Reform Initiation in Plurality Systems , 2008 .

[4]  M. Kroh,et al.  Rethinking the dependent variable in voting behavior: On the measurement and analysis of electoral utilities , 2006 .

[5]  M. Lewis-Beck,et al.  Election Forecasting in the United Kingdom: A Two‐Step Model , 2009 .

[6]  Matthew J. Lebo,et al.  Yes, Prime Minister: The key to forecasting British elections , 2011 .

[7]  Robert S. Erikson,et al.  Are Political Markets Really Superior to Polls as Election Predictors , 2008 .

[8]  The election as horse race: betting and the election , 2008 .

[9]  P. Whiteley,et al.  Forecasting Seats from Votes in British General Elections , 2005 .

[10]  Thomas A. Rietz,et al.  Results from a Dozen Years of Election Futures Markets Research , 2008 .

[11]  Michael S. Lewis-Beck,et al.  Methodologies of election forecasting: Calling the 2010 UK "hung parliament" , 2011 .

[12]  Christopher Wlezien,et al.  From polls to votes to seats: Forecasting the 2010 British general election , 2011 .

[13]  熊谷 ユリヤ,et al.  James Surowiecki, 『The Wisdom of Crowds: Why the Many Are Smarter Than the Few and How Collective Wisdom Shapes Business, Economies, Societies and Nations』, Random House, 5,2004, $24.95 , 2005 .

[14]  David Firth,et al.  Exit polling in a cold climate: the BBC–ITV experience in Britain in 2005 , 2008 .

[15]  P. Brown,et al.  Election Night Forecasting , 1975 .

[16]  Michael S. Lewis-Beck,et al.  Citizen forecasting: Can UK voters see the future? ☆ , 2011 .

[17]  E. Tufte The Relationship between Seats and Votes in Two-Party Systems , 1973, American Political Science Review.

[18]  R. M. Griffith,et al.  Odds adjustments by American horse-race bettors. , 1949, The American journal of psychology.

[19]  Should a Two-and-a-Half Law Replace the Cube Law in British Elections? , 1979 .

[20]  Jason Wittenberg,et al.  Making the Most Of Statistical Analyses: Improving Interpretation and Presentation , 2000 .

[21]  Justin Wolfers,et al.  Nber Working Paper Series Explaining the Favorite-longshot Bias: Is It Risk-love or Misperceptions? , 2022 .

[22]  Nick Moon Exit Polls - they Whys and Wherefores (and more importantly the Hows) , 2010 .

[23]  Mogens N. Pedersen,et al.  THE DYNAMICS OF EUROPEAN PARTY SYSTEMS: CHANGING PATTERNS OF ELECTORAL VOLATILITY , 1979 .

[24]  Thomas A. Rietz,et al.  Accuracy and Forecast Standard Error of Prediction Markets , 2003 .

[25]  P. Whiteley,et al.  Aggregate Level Forecasting of the 2010 General Election in Britain: The Seats-Votes Model , 2011 .

[26]  A. Tversky,et al.  Prospect theory: an analysis of decision under risk — Source link , 2007 .

[27]  J. Curtice,et al.  Confounding the Commentators: How the 2010 Exit Poll Got it (More or Less) Right , 2011 .

[28]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[29]  Michael S. Lewis-Beck,et al.  Election Forecasting: Principles and Practice , 2005 .

[30]  Koleman Strumpf,et al.  Historical presidential betting markets , 2004 .

[31]  C. Granger,et al.  Economic and Statistical Measures of Forecast Accuracy , 1999 .