Literature DB >> 30526339

Gaze Amplifies Value in Decision Making.

Stephanie M Smith1, Ian Krajbich1,2.   

Abstract

When making decisions, people tend to choose the option they have looked at more. An unanswered question is how attention influences the choice process: whether it amplifies the subjective value of the looked-at option or instead adds a constant, value-independent bias. To address this, we examined choice data from six eye-tracking studies ( Ns = 39, 44, 44, 36, 20, and 45, respectively) to characterize the interaction between value and gaze in the choice process. We found that the summed values of the options influenced response times in every data set and the gaze-choice correlation in most data sets, in line with an amplifying role of attention in the choice process. Our results suggest that this amplifying effect is more pronounced in tasks using large sets of familiar stimuli, compared with tasks using small sets of learned stimuli.

Entities:  

Keywords:  attention; computational modeling; decision making; drift-diffusion model; eye tracking

Mesh:

Year:  2018        PMID: 30526339     DOI: 10.1177/0956797618810521

Source DB:  PubMed          Journal:  Psychol Sci        ISSN: 0956-7976


  16 in total

1.  Contribution of cannabis-related cues to concurrent reinforcer choice in humans.

Authors:  Justin C Strickland; Joshua A Lile; William W Stoops
Journal:  Drug Alcohol Depend       Date:  2019-04-17       Impact factor: 4.492

2.  How peer influence shapes value computation in moral decision-making.

Authors:  Hongbo Yu; Jenifer Z Siegel; John A Clithero; Molly J Crockett
Journal:  Cognition       Date:  2021-03-16

3.  Optimal policy for attention-modulated decisions explains human fixation behavior.

Authors:  Anthony I Jang; Ravi Sharma; Jan Drugowitsch
Journal:  Elife       Date:  2021-03-26       Impact factor: 8.140

Review 4.  Filling the gaps: Cognitive control as a critical lens for understanding mechanisms of value-based decision-making.

Authors:  R Frömer; A Shenhav
Journal:  Neurosci Biobehav Rev       Date:  2021-12-10       Impact factor: 8.989

5.  Medial Frontal Cortex Activity Predicts Information Sampling in Economic Choice.

Authors:  Paula Kaanders; Hamed Nili; Jill X O'Reilly; Laurence Hunt
Journal:  J Neurosci       Date:  2021-08-19       Impact factor: 6.167

Review 6.  Decision neuroscience and neuroeconomics: Recent progress and ongoing challenges.

Authors:  Jeffrey B Dennison; Daniel Sazhin; David V Smith
Journal:  Wiley Interdiscip Rev Cogn Sci       Date:  2022-02-08

7.  Visual attention modulates the integration of goal-relevant evidence and not value.

Authors:  Pradyumna Sepulveda; Marius Usher; Ned Davies; Amy A Benson; Pietro Ortoleva; Benedetto De Martino
Journal:  Elife       Date:  2020-11-17       Impact factor: 8.140

8.  How top-down and bottom-up attention modulate risky choice.

Authors:  Yonatan Vanunu; Jared M Hotaling; Mike E Le Pelley; Ben R Newell
Journal:  Proc Natl Acad Sci U S A       Date:  2021-09-28       Impact factor: 11.205

9.  Fixation patterns in simple choice reflect optimal information sampling.

Authors:  Frederick Callaway; Antonio Rangel; Thomas L Griffiths
Journal:  PLoS Comput Biol       Date:  2021-03-26       Impact factor: 4.475

10.  Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making.

Authors:  Romy Frömer; Carolyn K Dean Wolf; Amitai Shenhav
Journal:  Nat Commun       Date:  2019-10-29       Impact factor: 14.919

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