A pupillary index of susceptibility to decision biases
Eran EldariD, Valkyrie FelsoiD, Jonathan D. CoheniD, Yael NiviD
Abstract
Under what conditions do humans systematically deviate from rational decision making? Here we show that pupillary indices of low neural gain are associated with strong and consistent biases across six different extensively-studied decision making tasks, whereas indices of high gain are associated with weak or absent biases. Lower susceptibility to biases, however, comes at the cost of indecisiveness, or alternatively, prolonged deliberation time. We explain the association between low gain and strong biases as reflecting a broader information integration process that gives greater weight to weak biasing influences. The findings underscore the role of pupil-linked brain states in the generation of decision making biases.\n\nSignificance\"Framing effects\" are demonstrations that peoples decisions can be biased by the way a decision problem is presented, and consequently, people can make decisions that violate the principles of rationality. Using a set of classic decision-making tasks, we show that pupil dilation, previously linked to levels of the neuromodulator norepinephrine and to a tradeoff between narrowly focused and broadly integrative modes of information processing, distinguishes between people who are consistently biased and people who are relatively immune to these effects. Our findings suggest that norepinephrine may drive these individual differences, and that a narrowly focused mode of information processing confers relative immunity to these decision making biases, whereas the integration of a wider range of information results in greater susceptibility.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 13
- FWCI
- 1.84
- Field percentile
- top 15%
- Organism
- Assay
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Regulation of evidence accumulation by pupil-linked arousal processes
Waitsang Keung, Todd A. Hagen, Robert C. Wilson·Nature Human BehaviourPeer-reviewed·Mar 11, 2019
- Pupil-linked arousal biases evidence accumulation towards desirable percepts during perceptual decision-making
Yuan Chang Leong, Roma Dziembaj, Mark D’Esposito·Psychological SciencePeer-reviewed·Sep 1, 2021
- Eye pupil signals information gain
Alexandre Zénon·Proceedings of the Royal Society B Biological SciencesPeer-reviewed·Sep 18, 2019
- Phasic arousal suppresses biases in mice and humans across domains of decision-making
Jan Willem de Gee, Konstantinos Tsetsos, … Tobias H. Donner·eLifePeer-reviewed·Jun 16, 2020
- Seeing, fast and slow: the effects of processing time on perceptual bias
Ron Dekel, Dov Sagi·Communications BiologyPeer-reviewed·Feb 10, 2020
- Pupil responses as indicators of value-based decision-making
Joanne C. Van Slooten, Sara Jahfari, … Jan Theeuwes·PLoS Computational BiologyPeer-reviewed·Nov 30, 2018