Toward a Rational and Mechanistic Account of Mental Effort

被引:623
作者
Shenhav, Amitai [1 ,2 ]
Musslick, Sebastian [3 ]
Lieder, Falk [4 ]
Kool, Wouter [5 ]
Griffiths, Thomas L. [6 ]
Cohen, Jonathan D. [3 ,7 ]
Botvinick, Matthew M. [8 ,9 ]
机构
[1] Brown Univ, Dept Cognit Linguist & Psychol Sci, Providence, RI 02912 USA
[2] Brown Univ, Brown Inst Brain Sci, Providence, RI 02912 USA
[3] Princeton Univ, Princeton Neurosci Inst, Princeton, NJ 08544 USA
[4] Univ Calif Berkeley, Helen Wills Neurosci Inst, Berkeley, CA 94720 USA
[5] Harvard Univ, Dept Psychol, 33 Kirkland St, Cambridge, MA 02138 USA
[6] Univ Calif Berkeley, Dept Psychol, 3210 Tolman Hall, Berkeley, CA 94720 USA
[7] Princeton Univ, Dept Psychol, Princeton, NJ 08540 USA
[8] Google DeepMind, London M1C 4AG, England
[9] UCL, Gatsby Computat Neurosci Unit, London W1T 4JG, England
来源
ANNUAL REVIEW OF NEUROSCIENCE, VOL 40 | 2017年 / 40卷
关键词
motivation; cognitive control; decision making; reward; prefrontal cortex; executive function; ANTERIOR CINGULATE CORTEX; MEDIAL-FRONTAL-CORTEX; COGNITIVE CONTROL; SELF-CONTROL; DECISION-MAKING; EGO-DEPLETION; INTEGRATIVE THEORY; PREFRONTAL CORTEX; WORKING-MEMORY; COST-BENEFIT;
D O I
10.1146/annurev-neuro-072116-031526
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In spite of its familiar phenomenology, the mechanistic basis for mental effort remains poorly understood. Although most researchers agree that mental effort is aversive and stems from limitations in our capacity to exercise cognitive control, it is unclear what gives rise to those limitations and why they result in an experience of control as costly. The presence of these control costs also raises further questions regarding how best to allocate mental effort to minimize those costs and maximize the attendant benefits. This review explores recent advances in computational modeling and empirical research aimed at addressing these questions at the level of psychological process and neural mechanism, examining both the limitations to mental effort exertion and how we manage those limited cognitive resources. We conclude by identifying remaining challenges for theoretical accounts of mental effort as well as possible applications of the available findings to understanding the causes of and potential solutions for apparent failures to exert the mental effort required of us.
引用
收藏
页码:99 / 124
页数:26
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