Probabilistic inferences under emotional stress: How arousal affects decision processes

Many models of decision making neglect emotional states that could affect individuals' cognitive processes. The present work explores the effect of emotional stress on people's cognitive processes when making probabilistic inferences. Two contrasting hypotheses are tested against one another: the uncertainty-reduction and attention-narrowing hypotheses of how emotional stress affects decision making. In the experimental study, emotional stress was induced through the use of highly aversive pictures immediately before each decision. Emotional state was assessed by both subjective (state anxiety, arousal, and pleasantness ratings) and objective (skin conductance) measures. The results show that emotional stress impacts decision making; in particular, emotionally aroused participants seem to have focused on the most important information and selected simpler decision strategies relative to participants in a control condition. The results are in line with the attention-narrowing hypothesis and suggest that emotional stress can impact decision making through limited predecisional information search and the selection of simpler decision strategies. Copyright © 2015 John Wiley & Sons, Ltd. [ABSTRACT FROM AUTHOR]

[1]  J. Förster,et al.  Implicit affective cues and attentional tuning: an integrative review. , 2010, Psychological bulletin.

[2]  B. Bermond,et al.  Psychosocial stress impairs working memory at high loads: An association with cortisol levels and memory retrieval , 2006, Stress.

[3]  Sander Nieuwenhuis,et al.  Pupil Diameter Predicts Changes in the Exploration–Exploitation Trade-off: Evidence for the Adaptive Gain Theory , 2011, Journal of Cognitive Neuroscience.

[4]  D. Tucker,et al.  Motivating the focus of attention. , 1994 .

[5]  G. Sedek,et al.  Effects of uncontrollability on subsequent decision making: testing the cognitive exhaustion hypothesis. , 1993, Journal of personality and social psychology.

[6]  Jonathan D. Cohen,et al.  Role of locus coeruleus in attention and behavioral flexibility , 1999, Biological Psychiatry.

[7]  J. Lerner,et al.  Feelings and Consumer Decision Making: The Appraisal-Tendency Framework , 2007 .

[8]  B. Scheibehenne,et al.  Selecting decision strategies: The differential role of affect , 2015, Cognition & emotion.

[9]  Jonathan D. Cohen,et al.  An integrative theory of locus coeruleus-norepinephrine function: adaptive gain and optimal performance. , 2005, Annual review of neuroscience.

[10]  John W. Payne,et al.  The adaptive decision maker: Name index , 1993 .

[11]  S. Nieuwenhuis,et al.  The anatomical and functional relationship between the P3 and autonomic components of the orienting response. , 2011, Psychophysiology.

[12]  Marissa A. Gorlick,et al.  Acute Stress Increases Sex Differences in Risk Seeking in the Balloon Analogue Risk Task , 2009, PloS one.

[13]  Sam J. Maglio,et al.  Emotional category data on images from the international affective picture system , 2005, Behavior research methods.

[14]  Daniel J. Bauer,et al.  Computational Tools for Probing Interactions in Multiple Linear Regression, Multilevel Modeling, and Latent Curve Analysis , 2006 .

[15]  H. Critchley.  Neural mechanisms of autonomic, affective, and cognitive integration , 2005, The Journal of comparative neurology.

[16]  R. Lazarus.  Progress on a cognitive-motivational-relational theory of emotion. , 1991, The American psychologist.

[17]  J. Russell,et al.  The circumplex model of affect: An integrative approach to affective neuroscience, cognitive development, and psychopathology , 2005, Development and Psychopathology.

[18]  J. Russell,et al.  Science Current Directions in Psychological the Structure of Current Affect : Controversies and Emerging Consensus on Behalf Of: Association for Psychological Science , 2022 .

[19]  G. Aston-Jones,et al.  Role of the locus coeruleus in emotional activation. , 1996, Progress in brain research.

[20]  J. Rieskamp,et al.  Deliberation’s Blindsight , 2013, Psychological science.

[21]  J. Russell,et al.  A cross-cultural study of a circumplex model of affect. , 1989 .

[22]  L. Tiedens,et al.  Judgment under emotional certainty and uncertainty: the effects of specific emotions on information processing. , 2001, Journal of personality and social psychology.

[23]  H. Mano.  Judgments under distress: Assessing the role of unpleasantness and arousal in judgment formation , 1992 .

[24]  G. Clore,et al.  Mood as Information: 20 Years Later , 2003 .

[25]  P. Lang,et al.  Fear and anxiety: animal models and human cognitive psychophysiology. , 2000, Journal of affective disorders.

[26]  Ralph Hertwig,et al.  Fear shapes information acquisition in decisions from experience , 2014, Cognition.

[27]  Philip A. Gable,et al.  The Blues Broaden, but the Nasty Narrows , 2010, Psychological science.

[28]  J. Easterbrook.  The effect of emotion on cue utilization and the organization of behavior. , 1959, Psychological review.

[29]  G Gigerenzer,et al.  Reasoning the fast and frugal way: models of bounded rationality. , 1996, Psychological review.

[30]  Michel Tuan Pham,et al.  All Negative Moods Are Not Equal: Motivational Influences of Anxiety and Sadness on Decision Making. , 1999, Organizational behavior and human decision processes.

[31]  C. Tsigos,et al.  Hypothalamic-pituitary-adrenal axis, neuroendocrine factors and stress. , 2002, Journal of psychosomatic research.

[32]  Haim Mano,et al.  Multi-attribute choice and affect: The influence of naturally occurring and manipulated moods on choice processes , 1993 .

[33]  J. Rieskamp,et al.  SSL: a theory of how people learn to select strategies. , 2006, Journal of experimental psychology. General.

[34]  E. Gordon,et al.  Separating individual skin conductance responses in a short interstimulus-interval paradigm , 2005, Journal of Neuroscience Methods.

[35]  Karin Roelofs,et al.  Cortisol-induced impairments of working memory require acute sympathetic activation. , 2005, Behavioral neuroscience.

[36]  A. Bröder.  Assessing the empirical validity of the "take-the-best" heuristic as a model of human probabilistic inference. , 2000, Journal of experimental psychology. Learning, memory, and cognition.

[37]  Ruud van den Bos,et al.  Stress and decision-making in humans: Performance is related to cortisol reactivity, albeit differently in men and women , 2009, Psychoneuroendocrinology.

[38]  Berrin Maraşligil,et al.  İnsanlarda Yenilik N2 Yanıtı Hedef Uyaranların Zamansal Sınıflamasını Yansıtır , 2011 .

[39]  Karl J. Friston,et al.  Analytic measures for quantification of arousal from spontaneous skin conductance fluctuations , 2010, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[40]  C. Carver,et al.  Anger is an approach-related affect: evidence and implications. , 2009, Psychological bulletin.

[41]  M. F. Luce,et al.  Choice Processing in Emotionally Difficult Decisions , 1997 .

[42]  M. Bradley,et al.  Emotion and motivation I: defensive and appetitive reactions in picture processing. , 2001, Emotion.

[43]  A. Bröder.  Decision making with the "adaptive toolbox": influence of environmental structure, intelligence, and working memory load. , 2003, Journal of experimental psychology. Learning, memory, and cognition.

[44]  J. Russell.  A circumplex model of affect. , 1980 .

[45]  Eric R. Kandel,et al.  Individual Differences in Trait Anxiety Predict the Response of the Basolateral Amygdala to Unconsciously Processed Fearful Faces , 2004, Neuron.

[46]  A. Mathews,et al.  A Cognitive Model of Selective Processing in Anxiety , 1998, Cognitive Therapy and Research.

[47]  Mollie E. Brooks,et al.  Generalized linear mixed models: a practical guide for ecology and evolution. , 2009, Trends in ecology & evolution.

[48]  L. Schooler,et al.  The aging decision maker: cognitive aging and the adaptive selection of decision strategies. , 2007, Psychology and aging.

[49]  C. Nemeroff,et al.  Physiology and pharmacology of corticotropin-releasing factor. , 1991, Pharmacological reviews.

[50]  Ulrich Hoffrage,et al.  Inferences under time pressure: how opportunity costs affect strategy selection. , 2008, Acta psychologica.

[51]  Bruce S. McEwen,et al.  The relationship between stress induced cortisol levels and memory differs between men and women , 2001, Psychoneuroendocrinology.

[52]  Clemens Kirschbaum,et al.  Dissociation Between Reactivity of the Hypothalamus-Pituitary-Adrenal Axis and the Sympathetic-Adrenal-Medullary System to Repeated Psychosocial Stress , 2003, Psychosomatic medicine.

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

[54]  M. Bradley,et al.  Emotion, attention, and the startle reflex. , 1990, Psychological review.

[55]  E. Weber,et al.  Affective and deliberative processes in risky choice: age differences in risk taking in the Columbia Card Task. , 2009, Journal of experimental psychology. Learning, memory, and cognition.

[56]  Jörg Rieskamp,et al.  Perspectives of probabilistic inferences: Reinforcement learning and an adaptive network compared. , 2006, Journal of experimental psychology. Learning, memory, and cognition.

[57]  Mario Mikulincer Peri Kedem,et al.  The impact of trait anxiety and situational stress on the categorization of natural objects , 1990 .

[58]  N. Schwarz.  Emotion, cognition, and decision making , 2000 .

[59]  A. Damasio,et al.  Deciding Advantageously Before Knowing the Advantageous Strategy , 1997, Science.

[60]  S. Christianson.  Emotional stress and eyewitness memory: a critical review. , 1992, Psychological bulletin.

[61]  M. Eysenck,et al.  Working Memory Capacity in High Trait-anxious and Repressor Groups , 1998 .