Evidence map›Paper›PMID 42211333›Full record

ArticleFrontiers in veterinary science2026

Analysis of human-oriented facial signals of the domestic dog using eye tracker technology.

Julia Sheidin, Sara Youssef Asaad, Samah Ghazawi, Helena Chaloupková, Petra Eretová, Lucie Přibylová, Péter Pongrácz, Anna Zamansky

Abstract read
In one paragraph

Article in Frontiers in veterinary science, 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

8 authors.

Julia SheidinDepartment of Software Engineering & Information Systems, Braude College of Engineering, Karmiel, Israel.
Sara Youssef AsaadDepartment of Software Engineering & Information Systems, Braude College of Engineering, Karmiel, Israel.
Samah GhazawiDepartment of Software Engineering & Information Systems, Braude College of Engineering, Karmiel, Israel.
Helena ChaloupkováDepartment of Ethology and Companion Animal Sciences, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Prague, Czechia.
Petra EretováDepartment of Ethology and Companion Animal Sciences, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Prague, Czechia.
Lucie PřibylováDepartment of Ethology and Companion Animal Sciences, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences Prague, Prague, Czechia.
Péter PongráczDepartment of Ethology, ELTE Eötvös Loránd University, Budapest, Hungary.
Anna ZamanskyTech4Animals Lab, Computer and Information Sciences Faculty, University of Haifa, Haifa, Israel.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Understanding canine facial signals is crucial for responsible dog ownership and animal welfare, yet how humans visually process these signals in breeds with extreme morphology remains under-researched. Methods: This study examined visual attention patterns using eye-tracking when humans viewed brachycephalic versus normocephalic dog faces. Forty-four undergraduate students viewed photographs of Boston Terriers (brachycephalic) and Jack Russell Terriers (normocephalic) depicting four emotional contexts: positive (Called by Name, Play) and negative (Separation, Stranger Threat). Eye-tracking measured fixation duration, number of visits, and saccades across eight facial regions (eyes, ears, cheeks, forehead, snout). Participants also self-reported which regions they believed they attended to most. Results: Brachycephalic dogs elicited 45-46% more visual attention across all frequency- based measures: longer total fixation duration (M = 1103.62 ms, SD = 1364.14 vs. M = 760.08 ms, SD = 1165.99; Discussion: These findings suggest that extreme brachycephaly is associated with increased visual processing demands, potentially requiring more frequent sampling to interpret facial signals. This may impair signal readability with important implications for animal welfare, veterinary practice, and human-dog communication.

Indexed as

area of interest (AOI)brachycephalydog-human communicationdog-human relationshipeye trackerfacial expressionmorphology

Identifiers

PMID42211333
PMCPMC13212098

What Socratic holds

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LicenceCC BY
Read underepoch 390

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 Socratic graph.