ArticleCognitive, affective & behavioral neuroscience2021
Task-evoked pupillary responses track effort exertion: Evidence from task-switching.
Article in Cognitive, affective & behavioral neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 11 papers.
What it found
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The trial behind it
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Who cites it
11 citing papers in PubMed.
- Effort Mobilization and Lapses of Sustained Attention.Cognitive, affective & behavioral neuroscience · 2022Trial
- Measuring Mental Effort in Real Time Using Pupillometry.Journal of eye movement research · 2025Article
- The Role of Cognitive Effort in Emotion Regulation.Affective science · 2025Review
- The Interplay Between Tonic and Phasic Pupil Activity and Cognitive Flexibility and Stability.Psychophysiology · 2025Article
- Using pupillometry to predict outcome in cognitive behavioral therapy for negative symptoms of schizophrenia.Schizophrenia research · 2025Article
- Pupil Response in Visual Tracking Tasks: The Impacts of Task Load, Familiarity, and Gaze Position.Sensors (Basel, Switzerland) · 2024Article
- Parsing the contributions of negative affect vs. aversive motivation to cognitive control: an experimental investigation.Frontiers in behavioral neuroscience · 2023Article
- Value-driven modulation of visual perception by visual and auditory reward cues: The role of performance-contingent delivery of reward.Frontiers in human neuroscience · 2022Article
- Time-On-Task Effects on Working Memory Gating Processes-A Role of Theta Synchronization and the Norepinephrine System.Cerebral cortex communications · 2022Article
- Meta-control: From psychology to computational neuroscience.Cognitive, affective & behavioral neuroscience · 2021Review
- Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A spate of research has examined how individuals regulate effortful processing in service of goal-directed behaviors. One key challenge in developing an account of this regulation is quantifying the momentary amount of cognitive effort exerted by an individual in service of their goals. A growing body of literature has suggested using task-evoked pupil dilations as a potential psychophysiological index of cognitive effort; however, it remains unclear whether pupil diameter indexes effort exertion or merely reflects task load, as both are tightly intertwined. Here, we attempt to disentangle these disparate accounts of pupil diameter by leveraging individual differences in executive function (as measured by Stroop interference) and a motivational manipulation (i.e., monetary incentives) while participants complete a task-switching paradigm. In line with both the effort and demand accounts, we observed larger task-evoked pupillary responses (TEPRs) for trials in which there was a task switch versus a task repetition. Additionally, we found that larger phasic pupillary responses at baseline (without reward incentives) predicted smaller switch costs. Mirroring this pattern, individual differences in reward-induced switch cost reductions were predicted by reward-induced increases in phasic pupil diameter. Finally, we observed that the interrelationship between effort and pupil diameter at baseline was modulated by individual differences in Stroop interference costs. Together, these findings provide support for an effort account of TEPRs, and suggest that pupillometry is a viable index of cognitive effort.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.