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
欧洲研究理事会; 英国惠康基金;
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
[1]  
[Anonymous], 1999, WASI Wechsler abbreviated scale of intelligence manual
[2]   Disentangling Hippocampal and Amygdala Contribution to Human Anxiety-Like Behavior [J].
Bach, Dominik R. ;
Hoffmann, Martina ;
Finke, Carsten ;
Hurlemann, Rene ;
Ploner, Christoph J. .
JOURNAL OF NEUROSCIENCE, 2019, 39 (43) :8517-8526
[3]   Effect of valproate and pregabalin on human anxiety-like behaviour in a randomised controlled trial [J].
Bach, Dominik R. ;
Korn, Christoph W. ;
Vunder, Johanna ;
Bantel, Antonia .
TRANSLATIONAL PSYCHIATRY, 2018, 8
[4]   OPINION Algorithms for survival: a comparative perspective on emotions [J].
Bach, Dominik R. ;
Dayan, Peter .
NATURE REVIEWS NEUROSCIENCE, 2017, 18 (05) :311-319
[5]   Human Hippocampus Arbitrates Approach-Avoidance Conflict [J].
Bach, Dominik R. ;
Guitart-Masip, Marc ;
Packard, Pau A. ;
Miro, Julia ;
Falip, Merce ;
Fuentemilla, Lluis ;
Dolan, Raymond J. .
CURRENT BIOLOGY, 2014, 24 (05) :541-547
[6]   Knowing how much you don't know: a neural organization of uncertainty estimates [J].
Bach, Dominik R. ;
Dolan, Raymond J. .
NATURE REVIEWS NEUROSCIENCE, 2012, 13 (08) :572-586
[7]   The Known Unknowns: Neural Representation of Second-Order Uncertainty, and Ambiguity [J].
Bach, Dominik R. ;
Hulme, Oliver ;
Penny, William D. ;
Dolan, Raymond J. .
JOURNAL OF NEUROSCIENCE, 2011, 31 (13) :4811-4820
[8]  
Barrett LF, 2017, SOC COGN AFFECT NEUR, V12, P1, DOI [10.1093/scan/nsx060, 10.1093/scan/nsw154]
[9]   An elevated plus-maze in mixed reality for studying human anxiety-related behavior [J].
Biedermann, Sarah V. ;
Biedermann, Daniel G. ;
Wenzlaff, Frederike ;
Kurjak, Tim ;
Nouri, Sawis ;
Auer, Matthias K. ;
Wiedemann, Klaus ;
Briken, Peer ;
Haaker, Jan ;
Lonsdorf, Tina B. ;
Fuss, Johannes .
BMC BIOLOGY, 2017, 15
[10]   Multimodel inference - understanding AIC and BIC in model selection [J].
Burnham, KP ;
Anderson, DR .
SOCIOLOGICAL METHODS & RESEARCH, 2004, 33 (02) :261-304