How do people judge risks: availability heuristic, affect heuristic, or both?

How does the public reckon which risks to be concerned about? The availability heuristic and the affect heuristic are key accounts of how laypeople judge risks. Yet, these two accounts have never been systematically tested against each other, nor have their predictive powers been examined across different measures of the public's risk perception. In two studies, we gauged risk perception in student samples by employing three measures (frequency, value of a statistical life, and perceived risk) and by using a homogeneous (cancer) and a classic set of heterogeneous causes of death. Based on these judgments of risk, we tested precise models of the availability heuristic and the affect heuristic and different definitions of availability and affect. Overall, availability-by-recall, a heuristic that exploits people's direct experience of occurrences of risks in their social network, conformed to people's responses best. We also found direct experience to carry a high degree of ecological validity (and one that clearly surpasses that of affective information). However, the relative impact of affective information (as compared to availability) proved more pronounced in value-of-a-statistical-life and perceived-risk judgments than in risk-frequency judgments. Encounters with risks in the media, in contrast, played a negligible role in people's judgments. Going beyond the assumption of exclusive reliance on either availability or affect, we also found evidence for mechanisms that combine both, either sequentially or in a composite fashion. We conclude with a discussion of policy implications of our results, including how to foster people's risk calibration and the success of education campaigns.

[1]  D. Kahneman Thinking, Fast and Slow , 2011 .

[2]  Tilmann Betsch,et al.  Etc. frequency processing and cognition , 2002 .

[3]  Karol Sikora,et al.  Delivering affordable cancer care in high-income countries. , 2011, The Lancet. Oncology.

[4]  Gordon D. A. Brown,et al.  Decision by sampling , 2006, Cognitive Psychology.

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

[6]  E. Brunswik Representative design and probabilistic theory in a functional psychology. , 1955, Psychological review.

[7]  J. Lerner,et al.  Beyond valence: Toward a model of emotion-specific influences on judgement and choice , 2000 .

[8]  Maximiliano E. Korstanje Risk and Reason: Safety, Law, and the Environment , 2012 .

[9]  B. Fischhoff,et al.  Judged frequency of lethal events , 1978 .

[10]  P. Slovic,et al.  The affect heuristic , 2007, European Journal of Operational Research.

[11]  Thorsten Pachur,et al.  Recognition-based inference: When is less more in the real world? , 2010, Psychonomic bulletin & review.

[12]  R. Eisenman Belief that drug usage in the United States is increasing when it is really decreasing: an example of the availability heuristic , 1993 .

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

[14]  G. Clore,et al.  Mood, misattribution, and judgments of well-being: Informative and directive functions of affective states. , 1983 .

[15]  F. Strack,et al.  Ease of retrieval as information: Another look at the availability heuristic. , 1991 .

[16]  Jin Seong Park,et al.  The Social Reality of Depression: DTC Advertising of Antidepressants and Perceptions of the Prevalence and Lifetime Risk of Depression , 2008 .

[17]  D. Kahneman,et al.  Heuristics and Biases: The Psychology of Intuitive Judgment , 2002 .

[18]  R. Siegler,et al.  Metrics and mappings: a framework for understanding real-world quantitative estimation. , 1993, Psychological review.

[19]  P. Meyer News media responsiveness to public health. , 1990 .

[20]  Shelley E. Taylor,et al.  Stalking the elusive "vividness" effect. , 1982 .

[21]  "Integration of the cognitive and the psychodynamic unconscious": Comment. , 1995 .

[22]  R. Carnap,et al.  INTERNATIONAL ENCYCLOPEDIA OF UNIFIED SCIENCE. , 1939, Science.

[23]  P Slovic,et al.  Informing and educating the public about risk. , 1986, Risk analysis : an official publication of the Society for Risk Analysis.

[24]  Jeanne X. Kasperson,et al.  Perilous Progress: Managing The Hazards Of Technology , 1985 .

[25]  L. Jacoby,et al.  Becoming Famous Overnight: Limits on the Ability to Avoid Unconscious Influences of the Past , 1989 .

[26]  P. Slovic,et al.  FACTS AND FEARS: UNDERSTANDING PERCEIVED RISK.: P/3 , 1980 .

[27]  J. L. Myers,et al.  Regression analyses of repeated measures data in cognitive research. , 1990, Journal of experimental psychology. Learning, memory, and cognition.

[28]  T. Tyler,et al.  The mass media and judgments of risk: Distinguishing impact on personal and societal level judgments. , 1984 .

[29]  L. Sjöberg Emotions and Risk Perception , 2007 .

[30]  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.

[31]  M. Allen,et al.  A Meta-Analysis of Fear Appeals: Implications for Effective Public Health Campaigns , 2000, Health education & behavior : the official publication of the Society for Public Health Education.

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

[33]  B. Fischhoff,et al.  Journal of Experimental Psychology: Human Learning and Memory , 1980 .

[34]  Deborah A. Small,et al.  Sympathy and callousness: The impact of deliberative thought on donations to identifiable and statistical victims. , 2007 .

[35]  Lennart Sjöberg,et al.  Risk Perception and Movies: A Study of Availability as a Factor in Risk Perception , 2010, Risk analysis : an official publication of the Society for Risk Analysis.

[36]  B. Fischhoff,et al.  Rating the Risks , 1979 .

[37]  T. Betsch,et al.  Tversky and Kahneman's availability approach to frequency judgement: A critical analysis. , 2002 .

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

[39]  Harold D. Lasswell,et al.  The Policy Sciences , 1953 .

[40]  Deborah A. Small,et al.  Recent EFFECTS OF FEAR AND ANGER ON PERCEIVED RISKS OF TERRORISMA National Field Experiment , 2015 .

[41]  Baruch Fischhoff,et al.  Characterizing Perceived Risk , 1985 .

[42]  Thomas T. Hills,et al.  Dynamic search and working memory in social recall. , 2012, Journal of experimental psychology. Learning, memory, and cognition.

[43]  J. Breckenridge,et al.  The Strategy of Terrorism and the Psychology of Mass-Mediated Fear , 2006 .

[44]  N. Sanders,et al.  Journal of behavioral decision making: "The need for contextual and technical knowledge in judgmental forecasting", 5 (1992) 39-52 , 1992 .

[45]  Daniel M. Oppenheimer,et al.  PSYCHOLOGICAL SCIENCE Research Article Spontaneous Discounting of Availability in Frequency Judgment Tasks , 2022 .

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

[47]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[48]  S. Epstein Integration of the cognitive and the psychodynamic unconscious. , 1994, The American psychologist.

[49]  Jacob Cohen,et al.  Applied multiple regression/correlation analysis for the behavioral sciences , 1979 .

[50]  A. Tversky,et al.  Representations of perceptions of risks , 1984 .

[51]  P. Slovic Perception of risk. , 1987, Science.

[52]  The mind as an intuitive pollster : Frugal search in social spaces , 2013 .

[53]  Ulrich Hoffrage,et al.  Simple heuristics in a social world , 2012 .

[54]  L. Thurstone A law of comparative judgment. , 1994 .

[55]  Robert S. Siegler,et al.  Metrics and Mappings: A Framework for Understanding Real-World Quantitative Estimation. , 1993 .

[56]  E. Brunswik,et al.  The Conceptual Framework of Psychology , 1954 .

[57]  Mandeep K. Dhami,et al.  The role of representative design in an ecological approach to cognition. , 2004, Psychological bulletin.

[58]  Baruch Fischhoff,et al.  Judged Lethality: How Much People Seem to Know Depends Upon How They Are Asked , 1983 .

[59]  P. Zimbardo,et al.  Psychology of Terrorism , 2006 .

[60]  Steven K. Jones,et al.  Biases of Probability Assessment: A Comparison of Frequency and Single-Case Judgments , 1995 .

[61]  Gerd Gigerenzer,et al.  Context effects and their interaction with development: Area judgments , 1990 .

[62]  R. Hertwig,et al.  Judgments of risk frequencies: tests of possible cognitive mechanisms. , 2005, Journal of experimental psychology. Learning, memory, and cognition.

[63]  Baruch Fischhoff,et al.  Evolving Judgments of Terror Risks: Foresight, Hindsight, and Emotion. , 2005 .

[64]  Tammy O. Tengs,et al.  Five-hundred life-saving interventions and their cost-effectiveness. , 1995, Risk analysis : an official publication of the Society for Risk Analysis.

[65]  B. Fischhoff,et al.  How safe is safe enough? A psychometric study of attitudes towards technological risks and benefits , 1978 .

[66]  Manoj Thomas,et al.  When Does Feeling of Fluency Matter? , 2011, Psychological science.

[67]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[68]  B. Fischhoff,et al.  Facts and Fears: Understanding Perceived Risk , 2005 .

[69]  P. Ekman,et al.  A new pan-cultural facial expression of emotion , 1986 .

[70]  Thorsten Pachur The limited value of precise tests of the recognition heuristic , 2011, Judgment and Decision Making.

[71]  Thorsten Pachur,et al.  On the psychology of the recognition heuristic: retrieval primacy as a key determinant of its use. , 2006, Journal of experimental psychology. Learning, memory, and cognition.

[72]  R. C. Schwing,et al.  Societal Risk Assessment: How Safe is Safe Enough? , 1980 .

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

[74]  Thorsten Pachur,et al.  Strategy Selection in Risky Choice: The Impact of Numeracy, Affect, and Cross-Cultural Differences , 2013 .

[75]  Cass R. Sunstein,et al.  Risk and Reason , 2002 .

[76]  P. Slovic,et al.  Violence Risk Assessment and Risk Communication: The Effects of Using Actual Cases, Providing Instruction, and Employing Probability Versus Frequency Formats , 2000, Law and human behavior.