Investigating the Neural Correlates of the Affect Heuristic Using Functional Magnetic Resonance Imaging

Abstract This study investigated the neural correlates of the so-called affect heuristic, which refers to the phenomenon whereby individuals tend to rely on affective states rather than rational deliberation of utility and probabilities during judgments of risk and utility of a given event or scenario. The study sought to explore whether there are shared regional activations during both judgments of relative risk and relative benefit of various scenarios, thus being a potential candidate of the affect heuristic. Using functional magnetic resonance imaging, we developed a novel risk perception task, based on a preexisting behavioral task assessing the affect heuristic. A whole-brain voxel-wise analysis of a sample of participants (n = 42) during the risk and benefit conditions revealed overlapping clusters in the left insula, left inferior frontal gyrus, and left medial frontal gyrus across conditions. Extraction of parameter estimates of these clusters revealed that activity of these regions during both tasks was inversely correlated with a behavioral measure assessing the inclination to use the affect heuristic. More activity in these areas during risk judgments reflect individuals' ability to disregard momentary affective impulses. The insula may be involved in integrating viscero-somatosensory information and forming a representation of the current emotional state of the body, whereas activity in the left inferior frontal gyrus and medial frontal gyrus indicates that executive processes may be involved in inhibiting the impulse of making judgments in favor of deliberate risk evaluations.

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

[2]  Bruce W. Smith,et al.  Neural Substrates of Reward Magnitude, Probability, and Risk during a Wheel of Fortune Decision-making Task Nih Public Access Cingulate Cortex in Decision-making , 2022 .

[3]  Luis C. Corchón,et al.  Addiction and Cue-Triggered Decision Processes. , 2004, The American economic review.

[4]  John A. Detre,et al.  Neural correlates of voluntary and involuntary risk taking in the human brain: An fMRI Study of the Balloon Analog Risk Task (BART) , 2008, NeuroImage.

[5]  S. Cappa,et al.  The Functional and Structural Neural Basis of Individual Differences in Loss Aversion , 2013, The Journal of Neuroscience.

[6]  Melissa L. Finucane,et al.  Risk as Analysis and Risk as Feelings: Some Thoughts about Affect, Reason, Risk, and Rationality , 2004, Risk analysis : an official publication of the Society for Risk Analysis.

[7]  C. Montag,et al.  Loss aversion is associated with bilateral insula volume. A voxel based morphometry study , 2016, Neuroscience Letters.

[8]  N. Srinivasan,et al.  Role of affect in decision making. , 2013, Progress in brain research.

[9]  Joshua W. Brown,et al.  Decision making in the Balloon Analogue Risk Task (BART): Anterior cingulate cortex signals loss aversion but not the infrequency of risky choices , 2012, Cognitive, Affective, & Behavioral Neuroscience.

[10]  The Affect Heuristic and Risk Perception – Stability Across Elicitation Methods and Individual Cognitive Abilities , 2020, Frontiers in Psychology.

[11]  Jean-Luc Anton,et al.  Region of interest analysis using an SPM toolbox , 2010 .

[12]  George I. Christopoulos,et al.  Neural Correlates of Value, Risk, and Risk Aversion Contributing to Decision Making under Risk , 2009, The Journal of Neuroscience.

[13]  Sean A. Spence,et al.  Descartes' Error: Emotion, Reason and the Human Brain , 1995 .

[14]  P. Slovic,et al.  The Arithmetic of Emotion: Integration of Incidental and Integral Affect in Judgments and Decisions , 2016, Front. Psychol..

[15]  S. Quartz,et al.  Human Insula Activation Reflects Risk Prediction Errors As Well As Risk , 2008, The Journal of Neuroscience.

[16]  L. Tassi,et al.  Features of somatosensory manifestations induced by intracranial electrical stimulations of the human insula , 2011, Clinical Neurophysiology.

[17]  Shihui Han,et al.  Parsing neural mechanisms of social and physical risk identifications , 2009, Human brain mapping.

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

[19]  Eliza Congdon,et al.  Decreasing Ventromedial Prefrontal Cortex Activity During Sequential Risk-Taking: An fMRI Investigation of the Balloon Analog Risk Task , 2012, Frontiers in Neuroscience.

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

[21]  P. Slovic,et al.  A psychological study of the inverse relationship between perceived risk and perceived benefit. , 1994, Risk analysis : an official publication of the Society for Risk Analysis.

[22]  Wei Li,et al.  Subregions of the human superior frontal gyrus and their connections , 2013, NeuroImage.

[23]  Joy Hirsch,et al.  Functional Specialization within the Medial Frontal Gyrus for Perceptual Go/No-Go Decisions Based on What, When, and Where Related Information: An fMRI Study , 2005, Journal of Cognitive Neuroscience.

[24]  A. Craig,et al.  How do you feel — now? The anterior insula and human awareness , 2009, Nature Reviews Neuroscience.

[25]  Stephan E. Vogel,et al.  The neural correlates of health risk perception in individuals with low and high numeracy , 2016 .

[26]  A. Bechara,et al.  A Neuropsychological Approach to Understanding Risk-Taking for Potential Gains and Losses , 2012, Frontiers in Neuroscience.

[27]  Antonio Damasio,et al.  The somatic marker hypothesis: A neural theory of economic decision , 2005, Games Econ. Behav..

[28]  D. Ansari Effects of development and enculturation on number representation in the brain , 2008, Nature Reviews Neuroscience.

[29]  Simon B. Eickhoff,et al.  A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data , 2005, NeuroImage.

[30]  D. Kumaran,et al.  Frames, Biases, and Rational Decision-Making in the Human Brain , 2006, Science.

[31]  S. Sloman The empirical case for two systems of reasoning. , 1996 .

[32]  Gabriella Vigliocco,et al.  The left inferior frontal gyrus: A neural crossroads between abstract and concrete knowledge , 2018, NeuroImage.

[33]  Hao Sun,et al.  Cognitive Impairment in Pain through Amygdala-Driven Prefrontal Cortical Deactivation , 2010, The Journal of Neuroscience.

[34]  Katia M. Harlé,et al.  The neural mechanisms of affect infusion in social economic decision-making: A mediating role of the anterior insula , 2012, NeuroImage.

[35]  Lucina Q. Uddin,et al.  Demystifying cognitive flexibility: Implications for clinical and developmental neuroscience , 2015, Trends in Neurosciences.

[36]  Bernd Weber,et al.  Amygdala tractography predicts functional connectivity and learning during feedback-guided decision-making , 2008, NeuroImage.

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

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

[39]  Vincent Walsh A theory of magnitude: common cortical metrics of time, space and quantity , 2003, Trends in Cognitive Sciences.

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

[41]  Daniel Västfjäll,et al.  Disentangling Mathematics from Executive Functions by Investigating Unique Functional Connectivity Patterns Predictive of Mathematics Ability , 2019, Journal of Cognitive Neuroscience.

[42]  Jesper Andersson,et al.  Valid conjunction inference with the minimum statistic , 2005, NeuroImage.

[43]  Sabrina M. Tom,et al.  The Neural Basis of Loss Aversion in Decision-Making Under Risk , 2007, Science.

[44]  A. Bechara,et al.  PSYCHOLOGICAL SCIENCE Research Article Neural Correlates of Adaptive Decision Making for Risky Gains and Losses , 2022 .

[45]  R. Poldrack,et al.  Mind the gap: bridging economic and naturalistic risk-taking with cognitive neuroscience , 2011, Trends in Cognitive Sciences.

[46]  Brian Knutson,et al.  FMRI Visualization of Brain Activity during a Monetary Incentive Delay Task , 2000, NeuroImage.

[47]  B. P. Klein,et al.  Topographic Representation of Numerosity in the Human Parietal Cortex , 2013, Science.

[48]  M. Bradley,et al.  Affective Norms for English Words (ANEW): Instruction Manual and Affective Ratings , 1999 .

[49]  G. Fink,et al.  The neural basis of risk ratings: Evidence from a functional magnetic resonance imaging (fMRI) study , 2007, Neuropsychologia.

[50]  K. Stanovich,et al.  Heuristics and Biases: Individual Differences in Reasoning: Implications for the Rationality Debate? , 2002 .