Relating Pupil Dilation and Metacognitive Confidence during Auditory Decision-Making

被引:60
作者
Lempert, Karolina M. [1 ]
Chen, Yu Lin [1 ]
Fleming, Stephen M. [2 ,3 ]
机构
[1] NYU, Dept Psychol, New York, NY 10003 USA
[2] NYU, Ctr Neural Sci, New York, NY 10003 USA
[3] Univ Oxford, Dept Expt Psychol, Oxford OX1 3UD, England
来源
PLOS ONE | 2015年 / 10卷 / 05期
基金
美国国家卫生研究院; 英国惠康基金;
关键词
SIGNAL-DETECTION; NEURAL BASIS; UNCERTAINTY; ATTENTION; REPRESENTATION; INFORMATION; DYNAMICS; HUMANS; CHOICE; SYSTEM;
D O I
10.1371/journal.pone.0126588
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The sources of evidence contributing to metacognitive assessments of confidence in decision-making remain unclear. Previous research has shown that pupil dilation is related to the signaling of uncertainty in a variety of decision tasks. Here we ask whether pupil dilation is also related to metacognitive estimates of confidence. Specifically, we measure the relationship between pupil dilation and confidence during an auditory decision task using a general linear model approach to take into account delays in the pupillary response. We found that pupil dilation responses track the inverse of confidence before but not after a decision is made, even when controlling for stimulus difficulty. In support of an additional post-decisional contribution to the accuracy of confidence judgments, we found that participants with better metacognitive ability - that is, more accurate appraisal of their own decisions - showed a tighter relationship between post-decisional pupil dilation and confidence. Together our findings show that a physiological index of uncertainty, pupil dilation, predicts both confidence and metacognitive accuracy for auditory decisions.
引用
收藏
页数:12
相关论文
共 50 条
  • [21] How pupil responses track value-based decision-making during and after reinforcement learning
    Van Slooten, Joanne C.
    Jahfari, Sara
    Knapen, Tomas
    Theeuwes, Jan
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2018, 14 (11)
  • [22] Verbal and Numeric Eyewitness Confidence Differentially Affect Decision-Making
    Pennekamp, Pia
    [J]. APPLIED COGNITIVE PSYCHOLOGY, 2025, 39 (01)
  • [23] Heuristic and optimal policy computations in the human brain during sequential decision-making
    Korn, Christoph W.
    Bach, Dominik R.
    [J]. NATURE COMMUNICATIONS, 2018, 9
  • [24] How Awareness Changes the Relative Weights of Evidence During Human Decision-Making
    de Lange, Floris P.
    van Gaal, Simon
    Lamme, Victor A. F.
    Dehaene, Stanislas
    [J]. PLOS BIOLOGY, 2011, 9 (11)
  • [25] Causal contributions of parietal cortex to perceptual decision-making during stimulus categorization
    Zhong, Lin
    Zhang, Yuan
    Duan, Chunyu A.
    Deng, Ji
    Pan, Jingwei
    Xu, Ning-long
    [J]. NATURE NEUROSCIENCE, 2019, 22 (06) : 963 - +
  • [26] Differentiating between Models of Perceptual Decision Making Using Pupil Size Inferred Confidence
    Kawaguchi, Katsuhisa
    Clery, Stephane
    Pourriahi, Paria
    Seillier, Lenka
    Haefner, Staff M.
    Nienborg, Hendrikje
    [J]. JOURNAL OF NEUROSCIENCE, 2018, 38 (41) : 8874 - 8888
  • [27] Integrating Metacognitive and Psychometric Decision-Making Approaches for Bank Customer Loyalty Measurement
    Jalali, Marjan S.
    Ferreira, Fernando A. F.
    Ferreira, Joao J. M.
    Meidute-Kavaliauskiene, Ieva
    [J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2016, 15 (04) : 815 - 837
  • [28] Improving Medical Image Decision-Making by Leveraging Metacognitive Processes and Representational Similarity
    Hasan, Eeshan
    Eichbaum, Quentin
    Seegmiller, Adam C.
    Stratton, Charles
    Trueblood, Jennifer S.
    [J]. TOPICS IN COGNITIVE SCIENCE, 2022, 14 (02) : 400 - 413
  • [29] Predicting User Confidence During Visual Decision Making
    Smith, Jim
    Legg, Phil
    Matovic, Milos
    Kinsey, Kristofer
    [J]. ACM TRANSACTIONS ON INTERACTIVE INTELLIGENT SYSTEMS, 2018, 8 (02)
  • [30] Pupil Size Variations Reveal Information About Hierarchical Decision-Making Processes
    Yahyaie, Leyla
    Ebrahimpour, Reza
    Koochari, Abbas
    [J]. COGNITIVE COMPUTATION, 2024, 16 (03) : 1049 - 1060