Evidence map›Paper›PMID 41929814›Full record

ArticleFrontiers in psychology2026

Pupil size response within direct and random exploration and exploitation behaviors selectively reflects value of control.

Gili Barkay, Shai Gabay, Uri Hertz

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Gili BarkaySchool of Psychological Sciences, University of Haifa, Haifa, Israel.
Shai GabaySchool of Psychological Sciences, University of Haifa, Haifa, Israel.
Uri HertzThe Institute of Information Processing and Decision Making, University of Haifa, Haifa, Israel.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Balancing exploration and exploitation is central to adaptive decision-making and is thought to depend on interactions between arousal-related neuromodulation and strategic control. The present study examined how pupil-indexed arousal corresponds to different aspects of exploration and exploitation decisions. Method: We used the Horizon Task, which independently manipulated value of control through value uncertainty, information asymmetries, and choice horizon. Thirty-five participants completed 320 mini-games while pupil diameter was continuously recorded, with analyses focused on the first free-choice trial. Results: Behaviorally, participants exploited more when value gaps were larger, preferentially sampled the option with fewer prior observations and showed increased exploration in long-horizon conditions, where additional choices enabled the use of newly acquired information. These patterns replicate established patterns of directed and random exploration. Pupillary responses, however, showed a selective profile. For exploitative choices, though not for exploratory choices, pupil size increased when horizons were short and when value differences were small, indicating greater arousal during decisions with higher immediate importance or increased discrimination demands, reflecting increased value of control. Trial-by-trial analyses revealed sustained pre-decision modulation rather than discrete phasic peaks. Conclusion: Together, these findings allow integration of value of control approach and exploitative and exploratory control modes, indicating highlighting how strategic demands within each mode shape pupil-linked arousal.

Indexed as

arousalcognitive controlexploration-exploitationpupillometryvalue of control

Identifiers

PMID41929814
PMCPMC13040367

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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.