Crash Beliefs from Investor Surveys

Historical data suggest that the base rate for a severe, single-day stock market crash is relatively low. Surveys of individual and institutional investors, conducted regularly over a 26-year period in the United States, show that they assess the probability to be much higher. We examine factors influencing investor responses and test the role of media influence, finding evidence consistent with an availability bias. Adverse market events made salient by financial press are associated with higher subjective crash probabilities. Exogenous shocks related to earthquakes are also associated with higher probabilities. Finally, subjective crash probabilities are negatively associated with mutual fund flows.

[1]  George P. Gao,et al.  Tail Risk Concerns Everywhere , 2015, Manag. Sci..

[2]  Alan Moreira,et al.  News Implied Volatility and Disaster Concerns , 2015 .

[3]  V. Folkes,et al.  The Availability Heuristic and Perceived Risk , 1988 .

[4]  K. Vohs,et al.  Case Western Reserve University , 1990 .

[5]  Doron Kliger,et al.  The Availability Heuristic and Investors' Reaction to Company-Specific Events , 2010 .

[6]  Diego García The Kinks of Financial Journalism , 2014 .

[7]  P. Slovic,et al.  Risk Perception and Affect , 2006 .

[8]  Tim Loughran,et al.  When is a Liability not a Liability? Textual Analysis, Dictionaries, and 10-Ks , 2010 .

[9]  Yu Yuan,et al.  Market-Wide Attention, Trading, and Stock Returns , 2015 .

[10]  R. Shiller Measuring Bubble Expectations and Investor Confidence , 1999 .

[11]  Daniel Kahneman,et al.  Availability: A heuristic for judging frequency and probability , 1973 .

[12]  John B. Lee,et al.  Time-Varying Rare Disaster Risk and Stock Returns , 2011 .

[13]  David S. Bates Post-'87 crash fears in the S&P 500 futures option market , 2000 .

[14]  Jessica A. Wachter,et al.  Can Time-Varying Risk of Rare Disasters Explain Aggregate Stock Market Volatility? , 2008 .

[15]  G. Barone-Adesi,et al.  Estimating Sentiment, Risk Aversion, and Time Preference from Behavioral Pricing Kernel Theory , 2017 .

[16]  N. Barberis The Psychology of Tail Events: Progress and Challenges , 2013 .

[17]  Tim Bollerslev,et al.  Tails, Fears and Risk Premia , 2009 .

[18]  Diego García Sentiment During Recessions , 2012 .

[19]  W. Newey,et al.  Automatic Lag Selection in Covariance Matrix Estimation , 1994 .

[20]  Irrational Exuberance Irrational exuberance? , 2006, Nature Biotechnology.

[21]  R. Shiller Speculative Prices and Popular Models , 1990 .

[22]  T. Bollerslev,et al.  Tail risk premia and return predictability , 2014 .

[23]  Susana Ferreira,et al.  Do Earthquakes Shake Stock Markets? , 2015, PloS one.

[24]  Avanidhar Subrahmanyam,et al.  Stock salience and the asymmetric market effect of consumer sentiment news , 2012 .

[25]  P. Santa-clara,et al.  Crashes, Volatility, and the Equity Premium: Lessons from S&P 500 Options , 2010, The Review of Economics and Statistics.

[26]  Camelia M. Kuhnen Asymmetric Learning from Financial Information , 2013 .

[27]  Xavier Gabaix,et al.  Variable Rare Disasters: An Exactly Solved Framework for Ten Puzzles in Macro-Finance , 2007 .

[28]  William N. Goetzmann,et al.  Behavioral Factors in Mutual Fund Flows , 1999 .

[29]  Stephen M. Johnson,et al.  The affect heuristic in judgments of risks and benefits , 2000 .

[30]  John R. Nofsinger,et al.  Availability, Recency, and Sophistication in the Repurchasing Behavior of Retail Investors , 2013 .

[31]  M. Rubinstein.,et al.  Recovering Probability Distributions from Option Prices , 1996 .

[32]  Edward B. Royzman,et al.  Negativity Bias, Negativity Dominance, and Contagion , 2001 .

[33]  Jessica A. Wachter,et al.  Disaster Risk and its Implications for Asset Pricing , 2015 .

[34]  M. Siegrist,et al.  The Role of the Affect and Availability Heuristics in Risk Communication , 2006, Risk analysis : an official publication of the Society for Risk Analysis.

[35]  B. Hilbig Sad, thus true: negativity bias in judgments of truth , 2009 .

[36]  Jeff T. Larsen,et al.  Negative information weighs more heavily on the brain: the negativity bias in evaluative categorizations. , 1998, Journal of personality and social psychology.

[37]  Bing Liu,et al.  Mining and summarizing customer reviews , 2004, KDD.

[38]  Christopher K. Hsee,et al.  Risk as Feelings , 2001, Psychological bulletin.

[39]  James Sundali,et al.  Fear in Asset Allocation During and After Stock Market Crashes An Experiment in Behavioral Finance , 2012 .

[40]  A. Tversky,et al.  Affect, Generalization, and the Perception of Risk. , 1983 .

[41]  P. Slovic,et al.  The Use of Narrative Evidence and Explicit Likelihood by Decisionmakers Varying in Numeracy , 2009, Risk analysis : an official publication of the Society for Risk Analysis.

[42]  R. Kräussl,et al.  News Media Sentiment and Investor Behavior , 2014 .

[43]  William N. Goetzmann,et al.  Weather-Induced Mood, Institutional Investors, and Stock Returns , 2014 .

[44]  Zhi Da,et al.  The Sum of All FEARS: Investor Sentiment and Asset Prices , 2013 .

[45]  Paul Slovic,et al.  The affect heuristic , 2007, Eur. J. Oper. Res..

[46]  Chenchuramaiah T. Bathala Giving Content to Investor Sentiment: The Role of Media in the Stock Market , 2007 .

[47]  Joseph Engelberg,et al.  The Causal Impact of Media in Financial Markets , 2009 .

[48]  K. Fiedler,et al.  The cognitive functions of linguistic categories in describing persons: Social cognition and language. , 1988 .

[49]  S. Ross The Recovery Theorem , 2011 .

[50]  Bill McDonald,et al.  Textual Analysis in Accounting and Finance: A Survey , 2016 .

[51]  A. Shleifer,et al.  Expectations of Returns and Expected Returns , 2013 .

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