Evidence map›Paper›PMID 42776641›Full record

ArticleJournal of eye movement research2026

Visual Harmony and Complexity Shape Subjective Judgments More than Detectable Overt Attention: Evidence from Eye-Tracking and Facial Coding.

Horacio Rostro-Gonzalez, Ana M S Gonzalez-Acosta, Victor H Jimenez-Arredondo

Abstract read
In one paragraph

Article in Journal of eye movement research, 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
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

3 authors.

Horacio Rostro-GonzalezDepartment of Electronics Engineering, DICIS-University of Guanajuato, Carretera Salamanca-Valle de Santiago, Salamanca 36885, Guanajuato, Mexico.ORCID 0000-0001-7530-9027
Ana M S Gonzalez-AcostaDoctoral Program in Biosciences, Faculty of Medicine and Surgery, Benito Juárez Autonomous University of Oaxaca, Av. Universidad, Oaxaca 68120, Oaxaca, Mexico.ORCID 0009-0005-8007-3852
Victor H Jimenez-ArredondoDepartment of Art and Business, DICIS-University of Guanajuato, Carretera Salamanca-Valle de Santiago, Salamanca 36885, Guanajuato, Mexico.

Funding

Secretaría de Ciencia, Humanidades, Tecnología e Innovación IH-2025-I-620
6 · The paper itself

Abstract

Understanding how visual structure shapes attentional allocation is central to models of perceptual processing. Less is known about how formal properties like harmony and complexity shape exploration independent of salience or semantic content. This study examined how controlled structural variations relate to attention, facial engagement, and subjective judgment using eye-tracking and webcam-based facial coding. Participants (N=40) viewed stimuli derived from a common geometric base, manipulated into three conditions: high harmony (symmetrical, low complexity), high complexity (asymmetrical, disorganized), and structured complexity (high complexity with underlying order). Eye movements and facial expressions were recorded during free viewing. Metrics included time to first fixation, fixation duration, number of fixations, scanpath entropy, spatial dispersion, and facial-coding indices (neutral, happy, and surprise expression, and the ambient/focal coefficient

Indexed as

eye trackingscanpath entropyvisual attentionvisual complexity

Identifiers

PMID42776641
PMCPMC13600036

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.