ArticleScientific reports2021
Cognitive load influences oculomotor behavior in natural scenes.
Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 71 citations in OpenAlex.
- Acute Administration of 10 mg Methylphenidate on Cognitive Performance and Visual Scanning in Healthy Adults: Randomised, Double-Blind, Placebo-Controlled Study.Human psychopharmacology · 2025Trial
- Behavioral and Physiological Responses to Sensory and Cognitive Demands in an Immersive Virtual Reality Shopping Task in Unimpaired Young Adults: Within-Subjects Experimental Study.JMIR serious games · 2026Article
- Gaze Allocation and Performance Across Task-Demand Conditions During Squat-Based Exergaming: Pilot Study Using Eye Tracking.JMIR rehabilitation and assistive technologies · 2026Article
- The modulating role of memory load on language switching in sentence comprehension: evidence from eye movements.BMC psychology · 2026Article
- The Brain, Body, and Behavior Dataset (BBBD): Multimodal Recordings during Educational Videos.Scientific data · 2026Article
- Dissociable Pupil and Oculomotor Markers of Attention Allocation and Distractor Suppression during Listening.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- Adaptive Responses of Accommodation and Vergence Following Exposure to Augmented Reality in a Head-Mounted Display.Investigative ophthalmology & visual science · 2025Article
- Different effects of verbal and visual working memory loads on Language prediction.Scientific reports · 2025Article
- Effort drives saccade selection.eLife · 2025Article
- Prediction of intrinsic and extraneous cognitive load with oculometric and biometric indicators.Scientific reports · 2025Article
- Cognitive load and visual attention assessment using physiological eye tracking measures in multimedia learning.PloS one · 2025Article
- Eye-Movement Suppression in the Visual World Paradigm.Open mind : discoveries in cognitive science · 2024Article
- Article
- Eye Movements Decrease during Effortful Speech Listening.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2023Article
- Article
- Change Blindness in Adolescents With Attention-Deficit/Hyperactivity Disorder: Use of Eye-Tracking.Frontiers in psychiatry · 2022Article
- Cognitive Load Estimation in VR Flight Simulator.Journal of eye movement research · 2022Article
- Vestibular/ocular motor symptoms in concussed adolescents are linked to retrosplenial activation.Brain communications · 2022Article
- Low-level factors increase gaze-guidance under cognitive load: A comparison of image-salience and semantic-salience models.PloS one · 2022Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
Cognitive neuroscience researchers have identified relationships between cognitive load and eye movement behavior that are consistent with oculomotor biomarkers for neurological disorders. We develop an adaptive visual search paradigm that manipulates task difficulty and examine the effect of cognitive load on oculomotor behavior in healthy young adults. Participants (N = 30) free-viewed a sequence of 100 natural scenes for 10 s each, while their eye movements were recorded. After each image, participants completed a 4 alternative forced choice task in which they selected a target object from one of the previously viewed scenes, among 3 distracters of the same object type but from alternate scenes. Following two correct responses, the target object was selected from an image increasingly farther back (N-back) in the image stream; following an incorrect response, N decreased by 1. N-back thus quantifies and individualizes cognitive load. The results show that response latencies increased as N-back increased, and pupil diameter increased with N-back, before decreasing at very high N-back. These findings are consistent with previous studies and confirm that this paradigm was successful in actively engaging working memory, and successfully adapts task difficulty to individual subject's skill levels. We hypothesized that oculomotor behavior would covary with cognitive load. We found that as cognitive load increased, there was a significant decrease in the number of fixations and saccades. Furthermore, the total duration of saccades decreased with the number of events, while the total duration of fixations remained constant, suggesting that as cognitive load increased, subjects made fewer, longer fixations. These results suggest that cognitive load can be tracked with an adaptive visual search task, and that oculomotor strategies are affected as a result of greater cognitive demand in healthy adults.
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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.