The Role of Experience Sampling and Graphical Displays on One's Investment Risk Appetite

Financial professionals have a great deal of discretion concerning how to relay information about the risk of financial products to their clients. This paper introduces a new risk tool to communicate the risk of investment products, and it examines how different risk-presentation modes influence risk-taking behavior and investors' recall ability of the risk-return profile of financial products. We analyze four different ways of communicating risk: i numerical descriptions, ii experience sampling, iii graphical displays, and iv a combination of these formats in the “risk tool.” Participants receive information about a risky and a risk-free fund and make an allocation between the two in an experimental investment portfolio. We find that risky allocations are elevated in both the risk tool and experience sampling conditions. Greater risky allocations in the risk tool condition are associated with decreased risk perception, increased confidence in the risky fund, and a lower estimation of the probability of a loss. In addition to these favorable perceptions of the risky fund, participants in the risk tool condition are more accurate on recall questions regarding the expected return and the probability of a loss. We find no evidence of greater dissatisfaction with returns in these conditions, and we observe a willingness to take on similar levels of risk in subsequent allocations. This paper was accepted by Teck Ho, behavioral economics.

[1]  A. Lusardi,et al.  Financial Literacy and Stock Market Participation , 2007 .

[2]  Craig R. Fox,et al.  Information asymmetry in decision from description versus decision from experience , 2009, Judgment and Decision Making.

[3]  L. James,et al.  Mediators, Moderators, and Tests for Mediation. , 1984 .

[4]  Christine Kaufmann,et al.  Sometimes Less Is More – The Influence of Information Aggregation on Investment Decisions , 2013 .

[5]  Martin Weber,et al.  Investment Decisions and Time Horizon: Risk Perception and Risk Behavior in Repeated Gambles , 2005, Manag. Sci..

[6]  W. Sharpe,et al.  Measuring Consumer Risk-Return Tradeoffs , 2006 .

[7]  Corina Paraschiv,et al.  Do Couples Discount Future Consequences Less than Individuals , 2013 .

[8]  E. Weber,et al.  Predicting Risk-Sensitivity in Humans and Lower Animals: Risk as Variance or Coefficient of Variation , 2004, Psychological review.

[9]  Craig R. Fox,et al.  “Decisions from experience” = sampling error + prospect theory: Reconsidering Hertwig, Barron, Weber & Erev (2004) , 2006, Judgment and Decision Making.

[10]  S. Zeldes,et al.  How do household portfolio shares vary with age? Unpub-lished working paper , 2000 .

[11]  John R. Nofsinger,et al.  Behavioral Finance : Investors , Corporations , and Markets , , 2009 .

[12]  W. Sharpe,et al.  Choosing Outcomes Versus Choosing Products: Consumer-Focused Retirement Investment Advice , 2008 .

[13]  E. Rowland Theory of Games and Economic Behavior , 1946, Nature.

[14]  Yaniv Hanoch,et al.  Domain Specificity in Experimental Measures and Participant Recruitment , 2006, Psychological science.

[15]  I. Erev,et al.  Small feedback‐based decisions and their limited correspondence to description‐based decisions , 2003 .

[16]  S. Sitkin,et al.  Determinants of Risky Decision-Making Behavior: A Test of the Mediating Role of Risk Perceptions and Propensity , 1995 .

[17]  John Beshears,et al.  Can Psychological Aggregation Manipulations Affect Portfolio Risk-Taking ? Evidence from a Framed Field Experiment , 2009 .

[18]  D. Goldstein,et al.  Using Preferred Outcome Distributions to Estimate Value and Probability Weighting Functions in Decisions Under Risk , 2013 .

[19]  Michael Haliassos,et al.  Portfolio Choice and Liquidity Constraints , 2000, SSRN Electronic Journal.

[20]  Tomás Lejarraga When experience is better than description: Time delays and complexity , 2010 .

[21]  J. Baron,et al.  Outcome bias in decision evaluation. , 1988, Journal of personality and social psychology.

[22]  José E. Vila,et al.  Statistical formats to optimize evidence-based decision making: a behavioral approach , 2014 .

[23]  K. Arrow Essays in the theory of risk-bearing , 1958 .

[24]  N. Chater,et al.  Are Probabilities Overweighted or Underweighted When Rare Outcomes Are Experienced (Rarely)? , 2009, Psychological science.

[25]  Martin Weber,et al.  The Influence of Different Investment Horizons on Risk Behavior , 2004 .

[26]  Mohammed Abdellaoui,et al.  Experienced vs. Described Uncertainty: Do We Need Two Prospect Theory Specifications? , 2011, Manag. Sci..

[27]  James M. Poterba,et al.  Stock Market Wealth and Consumption , 2000 .

[28]  S. Oskamp OVERCONFIDENCE IN CASE-STUDY JUDGMENTS. , 1965, Journal of consulting psychology.

[29]  Markus Glaser,et al.  Opening the Black Box: From an Individual Bias to Portfolio Performance , 2011 .

[30]  John C. Butler,et al.  Measures of Perceived Risk , 1999 .

[31]  E. Weber,et al.  Perceived risk attitudes: relating risk perception to risky choice , 1997 .

[32]  B. Newell,et al.  Biased samples not mode of presentation: Re-examining the apparent underweighting of rare events in experience-based choice , 2008 .

[33]  Martin Weber,et al.  How should private investors diversify? : An empirical evaluation of alternative asset allocation policies to construct a "world market portfolio" , 2009 .

[34]  Ben R. Newell,et al.  Degrees of uncertainty: An overview and framework for future research on experience‐based choice , 2010 .

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

[36]  Doron Sonsino,et al.  Informational overconfidence in return prediction – More properties , 2013 .

[37]  L. ROBINKELLER,et al.  Empirical Investigation of Some Properties of the Perceived Riskiness of Gambles , 2003 .

[38]  R. C. Merton,et al.  Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case , 1969 .

[39]  P. Samuelson LIFETIME PORTFOLIO SELECTION BY DYNAMIC STOCHASTIC PROGRAMMING , 1969 .

[40]  E. Weber,et al.  A Domain-Specific Risk-Attitude Scale: Measuring Risk Perceptions and Risk Behaviors , 2002 .

[41]  François Haas,et al.  The Markets in Financial Instruments Directive , 2007 .

[42]  E. Weber,et al.  Communicating Asset Risk: How Name Recognition and the Format of Historic Volatility Information Affect Risk Perception and Investment Decisions , 2005, Risk analysis : an official publication of the Society for Risk Analysis.

[43]  R. Thaler,et al.  Risk Aversion Or Myopia? Choices in Repeated Gambles and Retirement Investments , 1999 .

[44]  Martin Weber,et al.  How Risky Do I Invest: The Role of Risk Attitudes, Risk Perceptions, and Overconfidence , 2010, Decis. Anal..

[45]  R. Hertwig,et al.  Decisions from Experience and the Effect of Rare Events in Risky Choice , 2004, Psychological science.

[46]  Rakesh K. Sarin,et al.  Risk-value models , 1993 .

[47]  Markus Glaser,et al.  Overconfidence and trading volume , 2003 .

[48]  R. Mehra,et al.  THE EQUITY PREMIUM A Puzzle , 1985 .

[49]  Timothy J. Pleskac,et al.  The Description-Experience Gap in Risky Choice: The Role of Sample Size and Experienced Probabilities , 2008 .

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

[51]  David M. Rothschild,et al.  Lay understanding of probability distributions , 2014, Judgment and Decision Making.

[52]  R. Hertwig,et al.  The description–experience gap in risky choice , 2009, Trends in Cognitive Sciences.

[53]  R. C. Merton,et al.  Optimum Consumption and Portfolio Rules in a Continuous-Time Model* , 1975 .

[54]  Amy L. Pablo,et al.  Reconceptualizing the Determinants of Risk Behavior , 1992 .

[55]  Klaus Fiedler,et al.  Lottery attractiveness and presentation mode of probability and value information , 2011 .

[56]  Francisco J. Gomes,et al.  Optimal Life-Cycle Asset Allocation: Understanding the Empirical Evidence , 2003 .

[57]  Steffen Andersen,et al.  Participation Constraints in the Stock Market: Evidence from Unexpected Inheritance Due to Sudden Death , 2010 .

[58]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.