Deciding How To Decide: Self-Control and Meta-Decision Making

被引:129
作者
Boureau, Y-Lan [1 ]
Sokol-Hessner, Peter [1 ]
Daw, Nathaniel D. [1 ]
机构
[1] NYU, New York, NY 10003 USA
关键词
WORKING-MEMORY CAPACITY; COGNITIVE CONTROL; EGO-DEPLETION; STRENGTH MODEL; PERFORMANCE; CHOICE; AUTONOMY; EMOTION; COST; INFORMATION;
D O I
10.1016/j.tics.2015.08.013
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Many different situations related to self control involve competition between two routes to decisions: default and frugal versus more resource-intensive. Examples include habits versus deliberative decisions, fatigue versus cognitive effort, and Pavlovian versus instrumental decision making. We propose that these situations are linked by a strikingly similar core dilemma, pitting the opportunity costs of monopolizing shared resources such as executive functions for some time, against the possibility of obtaining a better outcome. We offer a unifying normative perspective on this underlying rational meta-optimization, review how this may tie together recent advances in many separate areas, and connect several independent models. Finally, we suggest that the crucial mechanisms and meta-decision variables may be shared across domains.
引用
收藏
页码:700 / 710
页数:11
相关论文
共 100 条
[1]  
[Anonymous], 1989, Multi-armed Bandit Allocation Indices
[2]  
Armel K.C., 2008, BIASING SIMPLE CHOIC
[3]  
Armel K.C., 2008, IMPACT COMPUTATION T
[4]   Working Memory: Theories, Models, and Controversies [J].
Baddeley, Alan .
ANNUAL REVIEW OF PSYCHOLOGY, VOL 63, 2012, 63 :1-29
[5]  
Bandura A., 1997, Self-efficacy: the Exercise of Control
[6]   A Bayesian approach to relevance in game playing [J].
Baum, EB ;
Smith, WD .
ARTIFICIAL INTELLIGENCE, 1997, 97 (1-2) :195-242
[7]   The strength model of self-control [J].
Baumeister, Roy F. ;
Vohs, Kathleen D. ;
Tice, Dianne M. .
CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE, 2007, 16 (06) :351-355
[8]   The physics of optimal decision making: A formal analysis of models of performance in two-alternative forced-choice tasks [J].
Bogacz, Rafal ;
Brown, Eric ;
Moehlis, Jeff ;
Holmes, Philip ;
Cohen, Jonathan D. .
PSYCHOLOGICAL REVIEW, 2006, 113 (04) :700-765
[9]   The Computational and Neural Basis of Cognitive Control: Charted Territory and New Frontiers [J].
Botvinick, Matthew M. ;
Cohen, Jonathan D. .
COGNITIVE SCIENCE, 2014, 38 (06) :1249-1285
[10]   Cognitive and emotional influences in anterior cingulate cortex [J].
Bush, G ;
Luu, P ;
Posner, MI .
TRENDS IN COGNITIVE SCIENCES, 2000, 4 (06) :215-222