Evidence map›Paper›PMID 41947955›Full record

ArticleFrontiers in psychology2026

From balance to perception: vestibular-cognitive integration predicts signal discrimination in a Multirule Visual Monitoring Task.

Yuan Zhou, Yuxuan Chen, Jing Zhang, Ying Long, Jianbo Lei, Ming Chang

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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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Yuan ZhouSchool of Psychology, Shaanxi Normal University, Xi'an, China.
Yuxuan ChenCollege of Sociology, Nankai University, Tianjin, China.
Jing ZhangSchool of Physical Education, Shaanxi Normal University, Xi'an, China.
Ying LongSchool of Psychology, Shaanxi Normal University, Xi'an, China.
Jianbo LeiSchool of Psychology, Shaanxi Normal University, Xi'an, China.
Ming ChangSchool of Psychology, Shaanxi Normal University, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: The vestibular system has been hypothesized to serve as a cognitive anchor for spatial processing, yet its functional contribution under conditions of high cognitive load remains unclear. This study investigated how vestibular function interacts with attentional processes, specifically attentional breadth, to support perceptual discrimination during a demanding Multirule Visual Monitoring Task. Methods: Participants performed a visual discrimination task with varying time pressure and load. Vestibular function, attentional shifting, and attentional breadth were assessed. Binary logistic regression and ROC analyses evaluated these factors' ability to distinguish between high- and low-performance groups. Results: In-sample classification analyses indicated that models incorporating both vestibular function and attentional breadth achieved higher classification performance in both simple (AUC = 0.961) and difficult (AUC = 0.945) task conditions than single-predictor model. Conversely, analysis of variance based on continuous performance scores revealed no significant interaction between vestibular function and attention. This divergence suggests that the joint contribution may be nonlinear or threshold-dependent, primarily captured through categorical classification rather than linear modulation of performance. Conclusion: The findings are consistent with theoretical accounts of vestibular-cognitive interactions and indicate a joint contribution of vestibular function and attentional breadth to perceptual performance. The divergence between categorical and continuous analyses suggests this contribution may be nonlinear or threshold-dependent. Future work employing cross-validation and direct tests of nonlinear models is needed to further elucidate this relationship.

Indexed as

attentional breadthinteroceptionmultisensory integrationperceptual sensitivityvestibular processingvigilance

Identifiers

PMID41947955
PMCPMC13050905

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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.