Predictors of risky foraging behaviour in healthy young people

被引:21
作者
Bach, Dominik R. [1 ,2 ,3 ]
Moutoussis, Michael [1 ,2 ]
Bowler, Aislinn [1 ,2 ]
Dolan, Raymond J. [1 ,2 ]
机构
[1] UCL, Max Planck UCL Ctr Computat Psychiat & Ageing Res, London, England
[2] UCL, Wellcome Ctr Human Neuroimaging, London, England
[3] Univ Zurich, Psychiat Hosp, Dept Psychiat Psychotherapy & Psychosomat, Computat Psychiat Res, Zurich, Switzerland
基金
英国惠康基金; 欧洲研究理事会;
关键词
DECISION-MAKING; GENDER-DIFFERENCES; AVOIDANCE; ANXIETY; CHILD; METAANALYSIS; ADOLESCENTS; UNCERTAINTY; INFERENCE; TASK;
D O I
10.1038/s41562-020-0867-0
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Adolescents are prone to risky decisions. In a two-step approach, splitting a database of adolescents' responses in a foraging task into discovery and confirmation samples, Bach et al. show that sex is the largest predictor of risky decisions. During adolescence and early adulthood, learning when to avoid threats and when to pursue rewards becomes crucial. Using a risky foraging task, we investigated individual differences in this dynamic across 781 individuals aged 14-24 years who were split into a hypothesis-generating discovery sample and a hold-out confirmation sample. Sex was the most important predictor of cautious behaviour and performance. Males earned one standard deviation (or 20%) more reward than females, collected more reward when there was little to lose and reduced foraging to the same level as females when potential losses became high. Other independent predictors of cautiousness and performance were self-reported daringness, IQ and self-reported cognitive complexity. We found no evidence for an impact of age or maturation. Thus, maleness, a high IQ or self-reported cognitive complexity, and self-reported daringness predicted greater success in risky foraging, possibly due to better exploitation of low-risk opportunities in high-risk environments.
引用
收藏
页码:832 / +
页数:19
相关论文
共 67 条
[31]   Assessing callous-unemotional traits in adolescent offenders: Validation of the Inventory of Callous-Unemotional Traits [J].
Kimonis, Eva R. ;
Frick, Paul J. ;
Skeem, Jennifer L. ;
Marsee, Monica A. ;
Cruise, Keith ;
Munoz, Luna C. ;
Aucoin, Katherine J. ;
Morris, Amanda S. .
INTERNATIONAL JOURNAL OF LAW AND PSYCHIATRY, 2008, 31 (03) :241-252
[32]   Animal to human translational paradigms relevant for approach avoidance conflict decision making [J].
Kirlic, Namik ;
Young, Jared ;
Aupperle, Robin L. .
BEHAVIOUR RESEARCH AND THERAPY, 2017, 96 :14-29
[33]   Neural Mechanisms of Foraging [J].
Kolling, Nils ;
Behrens, Timothy E. J. ;
Mars, Rogier B. ;
Rushworth, Matthew F. S. .
SCIENCE, 2012, 336 (6077) :95-98
[34]   Minimizing threat via heuristic and optimal policies recruits hippocampus and medial prefrontal cortex [J].
Korn, Christoph W. ;
Bach, Dominik R. .
NATURE HUMAN BEHAVIOUR, 2019, 3 (07) :733-745
[35]   Heuristic and optimal policy computations in the human brain during sequential decision-making [J].
Korn, Christoph W. ;
Bach, Dominik R. .
NATURE COMMUNICATIONS, 2018, 9
[36]   Amygdala Lesions Reduce Anxiety-like Behavior in a Human Benzodiazepine-Sensitive Approach-Avoidance Conflict Test [J].
Korn, Christoph W. ;
Vunder, Johanna ;
Miro, Julia ;
Fuentemilla, Lluis ;
Hurlemann, Rene ;
Bach, Dominik R. .
BIOLOGICAL PSYCHIATRY, 2017, 82 (07) :522-531
[37]   Maintaining Homeostasis by Decision-Making [J].
Korn, Christoph W. ;
Bach, Dominik R. .
PLOS COMPUTATIONAL BIOLOGY, 2015, 11 (05)
[38]   Psychometrics of a Self-Report Version of the Child and Adolescent Dispositions Scale [J].
Lahey, Benjamin B. ;
Rathouz, Paul J. ;
Applegate, Brooks ;
Tackett, Jennifer L. ;
Waldman, Irwin D. .
JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, 2010, 39 (03) :351-361
[39]   Individual Differences in Risky Decision Making: A Meta-analysis of Sensation Seeking and Impulsivity with the Balloon Analogue Risk Task [J].
Lauriola, Marco ;
Panno, Angelo ;
Levin, Irwin P. ;
Lejuez, Carl W. .
JOURNAL OF BEHAVIORAL DECISION MAKING, 2014, 27 (01) :20-36
[40]   Semantics, Surplus Meaning, and the Science of Fear [J].
LeDoux, Joseph E. .
TRENDS IN COGNITIVE SCIENCES, 2017, 21 (05) :303-306