Evidence map›Paper›PMID 42359296›Full record

ArticleFrontiers in psychology2026

Visual search behavior and decision-making in expert and less-experienced football referees across different foul situations: an eye-tracking study.

Zilu Zhou, Rancheng Tao, Kongyun Huang, Changjing Zhou

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.

0numbers the graph read from it
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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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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

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Zilu ZhouSchool of Football, Shanghai University of Sport, Shanghai, China.
Rancheng TaoSchool of Football, Shanghai University of Sport, Shanghai, China.
Kongyun HuangComplex Systems Group & GISC (Grupo Interdisciplinar de Sistemas Complejos), Universidad Rey Juan Carlos, Móstoles, Spain.
Changjing ZhouSchool of Football, Shanghai University of Sport, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Modern football imposes considerable demands on referees' rapid foul judgements, yet the dissociation between accuracy and efficiency of officiating expertise across different foul situations remains poorly characterized. Methods: The present study compared 15 national-level and 15 Class-3 male football referees in three typical situations: ball-contesting, tactical foul and handball. Participants viewed 30 real-match video clips and made one technical and one disciplinary decision per clip while an EyeLink 1000 Plus eye tracker recorded global eye-movement indices and area-of-interest (AOI) measures. Data were analyzed with 2 (group) × 3 (situation) mixed-design ANOVAs and independent-samples Results: Decision accuracy did not differ between groups for either technical or disciplinary judgements, although a robust situation main effect was observed [technical accuracy Discussion: Within this video-based task, expertise-related differences emerged primarily in efficiency-related indices rather than overall accuracy; sample size, the simulated nature of the stimuli and ceiling-or-near-chance effects in some conditions limit generalization, and the findings warrant validation in real-match settings.

Indexed as

expertise differenceseye movementfootball refereefoul judgementperceptual–cognitive expertisevisual search

Identifiers

PMID42359296
PMCPMC13290559

What OpenQuestion holds

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Registered trials

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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.