Evidence map›Paper›PMID 40591191›Full record

ArticleCognitive research: principles and implications2025

Eye movements as predictors of student experiences during nursing simulation learning events.

Madison Lee Mason, Caleb Vatral, Clayton Cohn, Eduardo Davalos, Mary Ann Jessee, Gautam Biswas, Daniel T Levin

Abstract read
In one paragraph

Article in Cognitive research: principles and implications, 2025. 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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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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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Madison Lee MasonDepartment of Psychology and Human Development, Vanderbilt University, Nashville, USA. madison.j.lee@vanderbilt.edu.ORCID 0000-0001-6395-0976
Caleb VatralDepartment of Computer Science, Tennessee State University, Nashville, USA.
Clayton CohnDepartment of Computer Science, Vanderbilt University, Nashville, USA.
Eduardo DavalosDepartment of Computer Science, Vanderbilt University, Nashville, USA.
Mary Ann JesseeSchool of Nursing, Colorado Mountain College, Breckenridge, USA.
Gautam BiswasDepartment of Computer Science, Vanderbilt University, Nashville, USA.
Daniel T LevinDepartment of Psychology and Human Development, Vanderbilt University, Nashville, USA.

Funding

National Science Foundation DRL2418602
6 · The paper itself

Abstract

Although the "eye-mind link" hypothesis posits that eye movements provide a direct window into cognitive processing, linking eye movements to specific cognitions in real-world settings remains challenging. This challenge may arise because gaze metrics such as fixation duration, pupil size, and saccade amplitude are often aggregated across timelines that include heterogeneous events. To address this, we tested whether aggregating gaze parameters across participant-defined events could support the hypothesis that increased focal processing, indicated by greater gaze duration and pupil diameter, and decreased scene exploration, indicated by smaller saccade amplitude, would predict effective task performance. Using head-mounted eye trackers, nursing students engaged in simulation learning and later segmented their simulation footage into meaningful events, categorizing their behaviors, task outcomes, and cognitive states at the event level. Increased fixation duration and pupil diameter predicted higher student-rated teamwork quality, while increased pupil diameter predicted judgments of effective communication. Additionally, increased saccade amplitude positively predicted students' perceived self-efficacy. These relationships did not vary across event types, and gaze parameters did not differ significantly between the beginning, middle, and end of events. However, there was a significant increase in fixation duration during the first five seconds of an event compared to the last five seconds of the previous event, suggesting an initial encoding phase at an event boundary. In conclusion, event-level gaze parameters serve as valid indicators of focal processing and scene exploration in natural learning environments, generalizing across event types.

Indexed as

Eye MovementsLearningSimulation TrainingStudents, NursingAdultEye Movement MeasurementsEye-Tracking TechnologyFemaleFixation, OcularHumansMalePupilSelf EfficacyYoung AdultEvent cognitionMobile eye-trackingSimulation education

Identifiers

PMID40591191
PMCPMC12214182

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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.