Impulsivity influences betting under stress in laboratory gambling

Although recent research suggests that acute stress influences subsequent decision-making under ambiguity, less is known about the role of personality variables in this relationship. This study tested whether impulsivity traits and acute stress differentially influence the way in which a prior feedback is incorporated into further decisions involving ambiguity. Sixty college students (50% male; aged 18–25 years) were randomly assigned to a stress versus a non-stress condition before completing a laboratory gambling task. The results revealed that independently of the stress condition, subjects behaved as if the odds of winning increase after a single loss. Additionally, stress effects varied as a function of impulsivity traits. Individuals who lacked perseverance (i.e., had difficulty focusing on a difficult or boring task) gambled more after experiencing a loss in the stress condition than did those in the control condition. The present study supports that impulsivity traits can explain the differential effect of stress on the relationship between prior feedback and choices made under ambiguity.

[1]  M. Sherman,et al.  A Preliminary Report , 1953 .

[2]  Elizabeth A. Phelps,et al.  Acute stress does not affect risky monetary decision-making , 2016, Neurobiology of Stress.

[3]  M. Van der Linden,et al.  A multifactorial and integrative approach to impulsivity in neuropsychology: insights from the UPPS model of impulsivity , 2018, Journal of clinical and experimental neuropsychology.

[4]  Charles T. Clotfelter,et al.  The "Gambler&Apos;S Fallacy" in Lottery Play , 1991 .

[5]  Mauricio R. Delgado,et al.  Acute Stress Modulates Risk Taking in Financial Decision Making , 2009, Psychological science.

[6]  A. Schulz,et al.  Stress Strengthens Memory of First Impressions of Others' Positive Personality Traits , 2011, PloS one.

[7]  M. Mather,et al.  Risk and Reward Are Processed Differently in Decisions Made Under Stress , 2012, Current directions in psychological science.

[8]  Esther Fujiwara,et al.  Decision-making deficits of korsakoff patients in a new gambling task with explicit rules: associations with executive functions. , 2005, Neuropsychology.

[9]  Scott O Lilienfeld,et al.  Parsing the heterogeneity of impulsivity: A meta-analytic review of the behavioral implications of the UPPS for psychopathology. , 2015, Psychological assessment.

[10]  Mark D. Griffiths,et al.  The efficacy of a web-based gambling intervention program for high school students: A preliminary randomized study , 2016, Comput. Hum. Behav..

[11]  I. Janis,et al.  Decision Making: A Psychological Analysis of Conflict, Choice, and Commitment , 1977 .

[12]  Carsten Nicolas Boehler,et al.  Response inhibition and its relation to multidimensional impulsivity , 2014, NeuroImage.

[13]  J. Mellerio,et al.  The Compulsive Gambler , 1964, British medical journal.

[14]  A. Bechara Decision making, impulse control and loss of willpower to resist drugs: a neurocognitive perspective , 2005, Nature Neuroscience.

[15]  Gregory T. Smith,et al.  Emotion-based dispositions to rash action: positive and negative urgency. , 2008, Psychological bulletin.

[16]  J. Ambrus,et al.  Critical evaluation. , 1965, The Wistar Institute symposium monograph.

[17]  C. Niolu,et al.  Development and validation of a short Italian UPPS-P Impulsive Behavior Scale , 2015, Addictive behaviors reports.

[18]  L. Clark,et al.  Reduced inhibitory control predicts persistence in laboratory slot machine gambling , 2015 .

[19]  Joël Billieux,et al.  The role of urgency and its underlying psychological mechanisms in problematic behaviours. , 2010, Behaviour research and therapy.

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

[21]  A. de Rugy,et al.  Different mechanisms contributing to savings and anterograde interference are impaired in Parkinson's disease , 2013, Front. Hum. Neurosci..

[22]  E. Keogh,et al.  Comparing acceptance‐ and control‐based coping instructions on the cold‐pressor pain experiences of healthy men and women , 2005, European journal of pain.

[23]  Lin Xiao,et al.  Affective decision-making predictive of Chinese adolescent drinking behaviors , 2009, Journal of the International Neuropsychological Society.

[24]  S Seri,et al.  Quantitative EEG modifications during the Cold Water Pressor Test: hemispheric and hand differences. , 1994, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[25]  A. Bonci,et al.  Effects of stress and aversion on dopamine neurons: Implications for addiction , 2010, Neuroscience & Biobehavioral Reviews.

[26]  M. Griffiths,et al.  The Extent and Distribution of Gambling-Related Harms and the Prevention Paradox in a British Population Survey , 2016, Journal of behavioral addictions.

[27]  M. Cecchini,et al.  Ultrastructural Characterization of the Lower Motor System in a Mouse Model of Krabbe Disease , 2016, Scientific Reports.

[28]  D. Bates,et al.  Linear Mixed-Effects Models using 'Eigen' and S4 , 2015 .

[29]  R. Volberg,et al.  A hierarchy of gambling disorders in the community. , 2003, Addiction.

[30]  A. Damasio The somatic marker hypothesis and the possible functions of the prefrontal cortex. , 1996, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[31]  M. Rabin Inference by Believers in the Law of Small Numbers , 2000 .

[32]  George E. Brown,et al.  The cold pressor test for measuring the reactibility of the blood pressure: Data concerning 571 normal and hypertensive subjects , 1936 .

[33]  A. Bechara,et al.  Impulsivity and Decision Making , 2005, The Journal of nervous and mental disease.

[34]  M. Van der Linden,et al.  Do emotional stimuli interfere with two distinct components of inhibition? , 2015, Cognition & emotion.

[35]  Matthias Brand,et al.  Neuropsychological correlates of decision-making in ambiguous and risky situations , 2006, Neural Networks.

[36]  A. Raftery Bayesian Model Selection in Social Research , 1995 .

[37]  L. Clark,et al.  Impulsivity and cognitive distortions in pathological gamblers attending the UK National Problem Gambling Clinic: a preliminary report , 2011, Psychological Medicine.

[38]  M. Brand,et al.  Decision making under stress: A selective review , 2012, Neuroscience & Biobehavioral Reviews.

[39]  Katrin Starcke,et al.  Effects of stress on decisions under uncertainty: A meta-analysis. , 2016, Psychological bulletin.

[40]  C. Baird,et al.  The pilot study. , 2000, Orthopedic nursing.

[41]  P. Philippot,et al.  A Mindfulness-Based Group Intervention for Enhancing Self-Regulation of Emotion in Late Childhood and Adolescence: A Pilot Study , 2016, International Journal of Mental Health and Addiction.

[42]  A. Tversky,et al.  Subjective Probability: A Judgment of Representativeness , 1972 .

[43]  J. Roiser,et al.  Anxiety promotes memory for mood-congruent faces but does not alter loss aversion , 2016, Scientific Reports.

[44]  Chasing, arousal and sensation seeking in off-course gamblers. , 1987, British journal of addiction.

[45]  Z. Kunda,et al.  The case for motivated reasoning. , 1990, Psychological bulletin.

[46]  Donald J. Reichard,et al.  A SELECTIVE REVIEW , 2007 .

[47]  J. Roiser,et al.  The impact of threat of shock on the framing effect and temporal discounting: executive functions unperturbed by acute stress? , 2015, Front. Psychol..

[48]  N. Volkow,et al.  Association between age-related decline in brain dopamine activity and impairment in frontal and cingulate metabolism. , 2000, The American journal of psychiatry.

[49]  D. Beversdorf,et al.  Effect of the Cold Pressor Test on Memory and Cognitive Flexibility , 2007, Neurocase.

[50]  N. Bolger,et al.  Personality and the problems of everyday life: the role of neuroticism in exposure and reactivity to daily stressors. , 1991, Journal of personality.

[51]  A. Lawrence,et al.  The somatic marker hypothesis: A critical evaluation , 2006, Neuroscience & Biobehavioral Reviews.

[52]  Marissa A. Gorlick,et al.  Stress modulates reinforcement learning in younger and older adults. , 2013, Psychology and aging.

[53]  A. Vieno,et al.  The benefits of using the UPPS model of impulsivity rather than the Big Five when assessing the relationship between personality and problem gambling. , 2017, Addiction.

[54]  L. Pessoa How do emotion and motivation direct executive control? , 2009, Trends in Cognitive Sciences.

[55]  Eve H. Limbrick-Oldfield,et al.  ‘Put Your Money Where Your Mouth Is!’: Effects of Streaks on Confidence and Betting in a Binary Choice Task , 2014, Journal of behavioral decision making.

[56]  F. Strack,et al.  Reflective and Impulsive Determinants of Social Behavior , 2004, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[57]  C. Colder,et al.  Differentiating between sensation seeking and impulsivity through their mediated relations with alcohol use and problems. , 2007, Addictive behaviors.

[58]  R. Dolan,et al.  Acute stress selectively impairs learning to act , 2016, Scientific Reports.

[59]  J. Roiser,et al.  The impact of stress on financial decision-making varies as a function of depression and anxiety symptoms , 2015, PeerJ.

[60]  James G. Surles,et al.  Model-Dependent Variance Inflation Factor Cutoff Values , 2002 .

[61]  Alberto Megías,et al.  Emotional and non-emotional pathways to impulsive behavior and addiction , 2013, Front. Hum. Neurosci..

[62]  M. Dickerson,et al.  Definition and Measurement of Chasing in Off-Course Betting and Gaming Machine Play , 2004, Journal of Gambling Studies.

[63]  Philip J. Cook,et al.  Notes: The Gambler's Fallacy in Lottery Play , 1993 .

[64]  K. Kassam,et al.  Decisions Under Distress , 2009, Psychological science.

[65]  Antoine Bechara,et al.  Decision-making and impulse control after frontal lobe injuries , 2005, Current opinion in neurology.

[66]  Michael J. Walker,et al.  Inconsistency between concept and measurement: The Canadian Problem Gambling Index (CPGI) , 2008 .

[67]  Donald R. Lynam,et al.  A test of the four-factor model of impulsivity-related traits , 2003 .

[68]  K. Markon,et al.  Toward a theory of distinct types of "impulsive" behaviors: A meta-analysis of self-report and behavioral measures. , 2014, Psychological bulletin.

[69]  P. Brockhoff,et al.  lmerTest: Tests for random and fixed effects for linear mixed effect models (lmer objects of lme4 package) , 2014 .

[70]  Richard J. Wise,et al.  Differential effects of social stress on laboratory-based decision-making are related to both impulsive personality traits and gender , 2015, Cognition & emotion.

[71]  Ryuichiro Yamamoto,et al.  The cortisol awakening response and autonomic nervous system activity during nocturnal and early morning periods. , 2010, Neuro endocrinology letters.

[72]  M. Linden,et al.  Can the distinction between intentional and unintentional interference control help differentiate varieties of impulsivity , 2010 .

[73]  H. Lesieur,et al.  Evaluation of patients treated for pathological gambling in a combined alcohol, substance abuse and pathological gambling treatment unit using the Addiction Severity Index. , 1991, British journal of addiction.

[74]  Antoine Bechara,et al.  Executive dysfunction as a risk marker for substance abuse: the role of impulsive personality traits. , 2008, Behavioral sciences & the law.

[75]  P. Costa,et al.  Facet Scales for Agreeableness and Conscientiousness: A Revision of the NEO Personality Inventory☆ , 1991 .

[76]  Arnaud Carré,et al.  Validation of a short French version of the UPPS-P Impulsive Behavior Scale. , 2012, Comprehensive psychiatry.

[77]  Johannes Schiebener,et al.  Decision Making Under Objective Risk Conditions–a Review of Cognitive and Emotional Correlates, Strategies, Feedback Processing, and External Influences , 2015, Neuropsychology Review.

[78]  G. Fernández,et al.  Dynamic adaptation of large-scale brain networks in response to acute stressors , 2014, Trends in Neurosciences.

[79]  M. Griffiths,et al.  Adolescent gambling and impulsivity: Does employment during high school moderate the association? , 2016, Addictive behaviors.

[80]  E. Phelps,et al.  The Effects of Social Context and Acute Stress on Decision Making Under Uncertainty , 2015, Psychological science.

[81]  C. Luzzatti,et al.  Phonological rehabilitation in acquired aphasia , 2015 .

[82]  M. Gluck,et al.  Basal ganglia and dopamine contributions to probabilistic category learning , 2008, Neuroscience & Biobehavioral Reviews.

[83]  Karolina M. Lempert,et al.  Individual Differences in Delay Discounting Under Acute Stress: The Role of Trait Perceived Stress , 2012, Front. Psychology.

[84]  G. Schwarz Estimating the Dimension of a Model , 1978 .

[85]  Elizabeth K. Reynolds,et al.  Influence of social stress on risk-taking behavior in adolescents. , 2013, Journal of anxiety disorders.

[86]  K. Brady,et al.  Stress reactivity: biological and subjective responses to the cold pressor and Trier Social stressors , 2006, Human psychopharmacology.

[87]  Joël Billieux,et al.  Trait gambling cognitions predict near-miss experiences and persistence in laboratory slot machine gambling. , 2012, British journal of psychology.

[88]  T. Kamarck,et al.  A global measure of perceived stress. , 1983, Journal of health and social behavior.

[89]  S. Whiteside,et al.  The Five Factor Model and impulsivity: using a structural model of personality to understand impulsivity , 2001 .

[90]  K. Petrides Psychometric Properties of the Trait Emotional Intelligence Questionnaire (TEIQue) , 2009 .

[91]  F. Q. Ribeiro The meta-analysis , 2017, Brazilian journal of otorhinolaryngology.

[92]  Joël Billieux,et al.  Heterogeneous inhibition processes involved in different facets of self-reported impulsivity: evidence from a community sample. , 2008, Acta psychologica.

[93]  M. Eysenck,et al.  Anxiety and cognitive performance: attentional control theory. , 2007, Emotion.

[94]  M. Griffiths,et al.  Mindfulness as a treatment for gambling disorder: Current directions and issues , 2016 .

[95]  K. Kassam Decisions Under Distress: Stress Profiles Influence Anchoring and Adjustment , 2011 .

[96]  D. Lynam,et al.  Personality Pathways to Impulsive Behavior and Their Relations to Deviance: Results from Three Samples , 2004 .

[97]  Kiki Zanolie,et al.  A heart rate analysis of developmental change in feedback processing and rule shifting from childhood to early adulthood. , 2006, Journal of experimental child psychology.

[98]  M. Dixon,et al.  The personality of pathological gamblers: a meta-analysis. , 2011, Clinical psychology review.