The Multiple Faces of Risk-Taking

Abstract. The Balloon-Analogue Risk Task (BART; Lejuez et al., 2002) is one of the most popular behavioral tasks suggested to assess risk-taking in the laboratory. Previous research has shown that the conventionally computed score is predictive, but neglects available information in the data. We suggest a number of alternative scores that are motivated by theories of risk-taking and that exploit more of the available data. These scores can be grouped around (1) risk-taking, (2) task performance, (3) impulsive decision making, and (4) reinforcement sequence modulation. Their theoretical rationale is detailed and their validity is tested within the nomological network of risk-taking, deviance, and scholastic achievement. Two multivariate studies were conducted with youths (n = 435) and with adolescents/young adults (n = 316). Additionally, we tested formal models suggested for the BART that decompose observed behavior into a set of meaningful parameters. A simulation study with parameter recovery was conduc...

[1]  R. Cattell.  A need for alertness to multivariate experimental findings in integrative surveys. , 1958, Psychological bulletin.

[2]  R. Kail.  Developmental change in speed of processing during childhood and adolescence. , 1991, Psychological bulletin.

[3]  A. Tversky,et al.  Advances in prospect theory: Cumulative representation of uncertainty , 1992 .

[4]  C. Carver,et al.  Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: The BIS/BAS Scales , 1994 .

[5]  M. Zuckerman.  Item revisions in the Sensation Seeking Scale Form V (SSS-V) , 1996 .

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

[7]  B. Leigh,et al.  Peril, chance, adventure: concepts of risk, alcohol use and risky behavior in young adults. , 1999, Addiction.

[8]  M. Zuckerman,et al.  Personality and risk-taking: common biosocial factors. , 2000, Journal of personality.

[9]  Robert D. Abbott,et al.  Predictors of Early High School Dropout: A Test of Five Theories. , 2000 .

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

[11]  Stefan Debener,et al.  Eine deutschsprachige Version des BIS/BAS-Fragebogens von Carver und White , 2001 .

[12]  C. Ávila,et al.  The Sensitivity to Punishment and Sensitivity to Reward Questionnaire (SPSRQ) as a measure of Gray's anxiety and impulsivity dimensions. , 2001 .

[13]  R. Abbott,et al.  Mediational and deviance theories of late high school failure: Process roles of structural strains, academic competence, and general versus specific problem behavior. , 2002 .

[14]  Gregory L. Stuart,et al.  Evaluation of a behavioral measure of risk taking: the Balloon Analogue Risk Task (BART). , 2002, Journal of experimental psychology. Applied.

[15]  J. Busemeyer,et al.  A contribution of cognitive decision models to clinical assessment: decomposing performance on the Bechara gambling task. , 2002, Psychological assessment.

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

[17]  K. Kirby,et al.  Impatience and grades: Delay-discount rates correlate negatively with college GPA , 2002 .

[18]  Will M Aklin,et al.  Evaluation of the Balloon Analogue Risk Task (BART) as a predictor of adolescent real-world risk-taking behaviours. , 2003, Journal of adolescence.

[19]  André Beauducel,et al.  Psychometrische Eigenschaften und Normen einer deutschsprachigen Fassung der Sensation Seeking-Skalen, Form V , 2003 .

[20]  Laura J. Summerfeldt,et al.  Emotional intelligence and academic success: examining the transition from high school to university , 2004 .

[21]  Jerome R Busemeyer,et al.  Cognitive modeling analysis of decision-making processes in cocaine abusers , 2004, Psychonomic bulletin & review.

[22]  G. Knyazev.  Behavioural activation as predictor of substance use: mediating and moderating role of attitudes and social relationships. , 2004, Drug and alcohol dependence.

[23]  A. Miyake,et al.  The relations among inhibition and interference control functions: a latent-variable analysis. , 2004, Journal of experimental psychology. General.

[24]  S. Dawe,et al.  The role of impulsivity in the development of substance use and eating disorders , 2004, Neuroscience & Biobehavioral Reviews.

[25]  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.

[26]  Michael F. Bunting,et al.  Working memory span tasks: A methodological review and user’s guide , 2005, Psychonomic bulletin & review.

[27]  C. Correia,et al.  An affective-motivational model of marijuana and alcohol problems among college students. , 2005, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[28]  Brian A. Nosek,et al.  What moderates implicit—explicit consistency? , 2005 .

[29]  Carla J. Groom,et al.  Separating multiple processes in implicit social cognition: the quad model of implicit task performance. , 2005, Journal of personality and social psychology.

[30]  Jerome R. Busemeyer,et al.  Using Cognitive Models to Map Relations Between Neuropsychological Disorders and Human Decision-Making Deficits , 2005, Psychological science.

[31]  G. Tellis,et al.  Losers, Winners and Biased Trades , 2005 .

[32]  Charles S. Carver,et al.  Impulse and Constraint: Perspectives From Personality Psychology, Convergence With Theory in Other Areas, and Potential for Integration , 2005, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[33]  Timothy J. Pleskac,et al.  Modeling behavior in a clinically diagnostic sequential risk-taking task. , 2005, Psychological review.

[34]  T. Gilreath,et al.  A systematic literature review of tobacco use among adults 15 years and older in sub-Saharan Africa. , 2006, Drug and alcohol dependence.

[35]  J. Richards,et al.  Dimensions of impulsive behavior: Personality and behavioral measures , 2006 .

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

[37]  Karl Christoph Klauer,et al.  Process components of the Implicit Association Test: a diffusion-model analysis. , 2007, Journal of personality and social psychology.

[38]  Klaus Oberauer,et al.  Individual differences in components of reaction time distributions and their relations to working memory and intelligence. , 2007, Journal of experimental psychology. General.

[39]  G. King,et al.  A Systematic Review of the Relationship between High School Dropout and Substance Use , 2007, Clinical child and family psychology review.

[40]  B. Reynolds,et al.  Dimensions of impulsive behavior in adolescents: laboratory behavioral assessments. , 2008, Experimental and clinical psychopharmacology.

[41]  J. Simons,et al.  Methamphetamine use in a rural college population: associations with marijuana use, sensitivity to punishment, and sensitivity to reward. , 2008, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[42]  A. Furnham,et al.  Personality, intelligence and approaches to learning as predictors of academic performance , 2008 .

[43]  A. Poropat.  A meta-analysis of the five-factor model of personality and academic performance. , 2009, Psychological bulletin.

[44]  K. Kubinger.  The technique of objective personality-tests sensu R. B. Cattell nowadays: The Viennese pool of computerized tests aimed at experiment-based assessment of behavior , 2009 .

[45]  Peter Olausson,et al.  REVIEW: Understanding the construct of impulsivity and its relationship to alcohol use disorders , 2010, Addiction biology.

[46]  Karl Christoph Klauer,et al.  Understanding the role of executive control in the Implicit Association Test: Why flexible people have small IAT effects , 2010, Quarterly journal of experimental psychology.

[47]  L. Steinberg.  A dual systems model of adolescent risk-taking. , 2010, Developmental psychobiology.

[48]  Elke U. Weber,et al.  The Decision Making Individual Differences Inventory and guidelines for the study of individual differences in judgment and decision-making research , 2011, Judgment and Decision Making.

[49]  E. Wagenmakers,et al.  Cognitive model decomposition of the BART: Assessment and application , 2011 .

[50]  D. Zald,et al.  The Balloon Analog Insurance Task (BAIT): A Behavioral Measure of Protective Risk Management , 2011, PloS one.

[51]  Reinout W. Wiers,et al.  Addiction, adolescence, and the integration of control and motivation , 2011, Developmental Cognitive Neuroscience.

[52]  Gary King,et al.  Amelia II: A Program for Missing Data , 2011 .

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

[54]  Melissa A. Cyders,et al.  Measurement of constructs using self-report and behavioral lab tasks: is there overlap in nomothetic span and construct representation for impulsivity? , 2011, Clinical psychology review.

[55]  E. Tucker-Drob,et al.  Individual differences in the development of sensation seeking and impulsivity during adolescence: further evidence for a dual systems model. , 2011, Developmental psychology.

[56]  M. Cyders,et al.  The relationship between self-report and lab task conceptualizations of impulsivity , 2012 .

[57]  O. Wilhelm,et al.  What is working memory capacity, and how can we measure it? , 2013, Front. Psychol..

[58]  Todd D Little,et al.  Why the items versus parcels controversy needn't be one. , 2013, Psychological methods.

[59]  Sihua Xu,et al.  Assessment of risk-taking and impulsive behaviors: A comparison between three tasks. , 2013, Social behavior and personality.

[60]  H. Marsh,et al.  Why item parcels are (almost) never appropriate: two wrongs do not make a right--camouflaging misspecification with item parcels in CFA models. , 2013, Psychological methods.

[61]  Christiane Waller,et al.  Neural correlates of experimentally induced flow experiences , 2014, NeuroImage.

[62]  J. Jentsch,et al.  Modeling behavioral reactivity to losses and rewards on the Balloon Analogue Risk Task (BART): moderation by alcohol problem severity. , 2014, Experimental and clinical psychopharmacology.

[63]  C. Lejuez,et al.  Individual Differences in Risky Decision Making: A Meta‐analysis of Sensation Seeking and Impulsivity with the Balloon Analogue Risk Task , 2014 .

[64]  Christoph Stahl,et al.  Behavioral components of impulsivity. , 2014, Journal of experimental psychology. General.