Information Salience, Investor Sentiment, and Stock Returns: The Case of British Soccer Betting

Soccer clubs listed on the London Stock Exchange provide a unique way of testing stock price reactions to different types of news. For each firm, two pieces of information are released on a weekly basis: experts' expectations about game outcomes through the betting odds, and the game outcomes themselves. The stock market reacts strongly to news about game results, generating significant abnormal returns and trading volumes. We find evidence that the abnormal returns for the winning teams do not reflect rational expectations but are high due to overreactions induced by investor sentiment. This is not the case for losing teams. There is no market reaction to the release of new betting information although these betting odds are excellent predictors of the game outcomes. The discrepancy between the strong market reaction to game results and the lack of reaction to betting odds may not only be the result from overreaction to game results but also from the lack of informational content or information salience of the betting information. Therefore, we also examine whether betting information can be used to predict short-run stock returns subsequent to the games. We reach mixed results: we conclude that investors ignore some non-salient public information such as betting odds, and betting information predicts a stock price overreaction to game results which is influenced by investors' mood (especially when the teams are strongly expected to win).

[1]  John C. Easterwood,et al.  Inefficiency in Analysts' Earnings Forecasts: Systematic Misreaction or Systematic Optimism? , 1999 .

[2]  Jeffrey D. Kubik,et al.  Security Analysts' Career Concerns and Herding of Earnings Forecasts , 1998 .

[3]  Jialin Yu,et al.  Gone Fishin': Seasonality in Trading Activity and Asset Prices , 2007 .

[4]  Ekkehart Boehmer,et al.  Event-study methodology under conditions of event-induced variance , 1991 .

[5]  Malcolm P. Baker,et al.  Investor Sentiment and the Cross-Section of Stock Returns , 2003 .

[6]  Stefano DellaVigna,et al.  Investor Inattention and Friday Earnings Announcements , 2009 .

[7]  Roni Michaely,et al.  Conflict of interest and the credibility of underwriter analyst recommendations , 1999 .

[8]  Andrea Frazzini,et al.  The Disposition E ff ect and Underreaction to News , 2006 .

[9]  H. White,et al.  Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties☆ , 1985 .

[10]  L. Summers,et al.  Noise Trader Risk in Financial Markets , 1990, Journal of Political Economy.

[11]  Brett Trueman Analyst Forecasts and Herding Behavior , 1994 .

[12]  Kent D. Daniel,et al.  Presentation Slides for 'Investor Psychology and Security Market Under and Overreactions' , 1998 .

[13]  D. Peel,et al.  Information, Prices and Efficiency in a Fixed-Odds Betting Market , 1989 .

[14]  D. Hirshleifer,et al.  Limited Attention, Information Disclosure, and Financial Reporting , 2003 .

[15]  Lisa A. Kramer,et al.  Winter Blues: A Sad Stock Market Cycle , 2003 .

[16]  R. Ball,et al.  An empirical evaluation of accounting income numbers , 1968 .

[17]  Josef Lakonishok,et al.  Momentum Strategies , 1995 .

[18]  F. Cornelius Out of Sight, Out of Mind: The Effects of Expenses on Mutual Fund Flows , 2006 .

[19]  Judith A. Chevalier,et al.  Identifying Investor Sentiment from Price Paths: The Case of Football Betting , 1999 .

[20]  Gur Huberman,et al.  Contagious Speculation and a Cure for Cancer: A Nonevent that Made Stock Prices Soar , 2001 .

[21]  Inter-league competition for talent vs. competitive balance , 2004 .

[22]  I. Welch Herding among security analysts , 2000 .

[23]  Collective vs. Individual Sale of TV Rights in League Sports∗ , 2002 .

[24]  A. Shleifer,et al.  The Limits of Arbitrage , 1995 .

[25]  R. Thaler,et al.  Investor Sentiment and the Closed-End Fund Puzzle , 1990 .

[26]  Thierry Foucault,et al.  Market Making with Costly Monitoring: An Analysis of the SOES Controversy , 2003 .

[27]  H. Simon,et al.  Rationality as Process and as Product of Thought , 1978 .

[28]  D. Hirshleifer,et al.  Driven to Distraction: Extraneous Events and Underreaction to Earnings News , 2007 .

[29]  Jerold B. Warner,et al.  MEASURING SECURITY PRICE PERFORMANCE , 1980 .

[30]  All that Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors , 2006 .

[31]  Tim Kuypers,et al.  Information and efficiency: an empirical study of a fixed odds betting market , 2000 .

[32]  Gregory W. Brown,et al.  Market reaction to public information: The atypical case of the Boston Celtics , 2001 .

[33]  Dan Givoly,et al.  The information content of financial analysts' forecasts of earnings: Some evidence on semi-strong inefficiency , 1979 .

[34]  L. Renneboog,et al.  Share Price Reactions to Sporty Performances of Soccer Clubs listed on the London Stock Exchange and the AIM , 2000 .

[35]  Terence Lim,et al.  Bad News Travels Slowly: Size, Analyst Coverage and the Profitability of Momentum Strategies , 1998 .

[36]  John Goddard,et al.  Forecasting football results and the efficiency of fixed‐odds betting , 2004 .

[37]  W. S. Chan,et al.  Stock Price Reaction to News and No-News: Drift and Reversal after Headlines , 2001 .

[38]  Victor L. Bernard,et al.  POST-EARNINGS-ANNOUNCEMENT DRIFT - DELAYED PRICE RESPONSE OR RISK PREMIUM , 1989 .

[39]  Alex Edmans,et al.  Sports Sentiment and Stock Returns , 2006 .

[40]  Brad M. Barber,et al.  All that Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors , 2006 .

[41]  A. Mackinlay,et al.  Event Studies in Economics and Finance , 1997 .

[42]  Peter Klibanoff,et al.  Investor Reaction to Salient News in Closed-End Country Funds , 1996 .

[43]  Kent L. Womack Do Brokerage Analysts' Recommendations Have Investment Value? , 1996 .

[44]  Raymond D. Sauer,et al.  The Economics of Wagering Markets , 1998 .

[45]  J. Sákovics,et al.  COLLECTIVE VERSUS INDIVIDUAL SALE OF TELEVISION RIGHTS IN LEAGUE SPORTS , 2004 .

[46]  Neil D. Pearson,et al.  Differential Interpretation of Public Signals and Trade in Speculative Markets , 1995, Journal of Political Economy.

[47]  Sarah E. Bonner,et al.  Investor Reaction to Celebrity Analysts: The Case of Earnings Forecast Revisions , 2007 .

[48]  E. Dimson Risk measurement when shares are subject to infrequent trading , 1979 .

[49]  H. White A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity , 1980 .

[50]  G. F. White,et al.  Media and violence: the case of professional football championship games , 1989 .

[51]  Kent D. Daniel,et al.  Chapter 13. Investor Psychology and Security Market Under- and Overreaction , 2005 .