Evidence map›Paper›PMID 41094925›Full record

ArticleSensors (Basel, Switzerland)2025

Utilization of Eye-Tracking Metrics to Evaluate User Experiences-Technology Description and Preliminary Study.

Julia Falkowska, Janusz Sobecki, Michał Falkowski

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Julia FalkowskaDepartment of Computer Science and Systems Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland.ORCID 0000-0001-5098-216X
Janusz SobeckiDepartment of Computer Science and Systems Engineering, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland.ORCID 0000-0001-7444-2627
Michał FalkowskiInstitute of Control and Computational Engineering, Warsaw University of Technology, ul. Nowowiejska 15/19, 00-665 Warsaw, Poland.ORCID 0000-0002-5273-7843

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines the feasibility of applying eye tracking as a rigorous method for assessing user experience in web design. A controlled experiment was conducted with 102 participants, who interacted with both guideline-compliant websites and systematically degraded variants violating specific principles of Material Design 2. Eleven websites were presented in A/B conditions with modifications targeting three design dimensions: contrast, link clarity, and iconography. Eye-tracking indicators-time to first fixation, fixation duration, fixation count, and time to first click-are examined in conjunction with subjective ratings and expert assessments. Mixed-effects models are employed to ensure robust statistical inference. The results demonstrate that reduced contrast and unclear links consistently impair user performance and increase search effort, whereas the influence of icons is more context-dependent. The study contributes by quantifying the usability costs of guideline deviations and by validating a triangulated evaluation framework that combines objective, subjective, and expert data. From a practical perspective, the findings support the integration of eye tracking into A/B testing and guideline validation, providing design teams with empirical evidence to inform and prioritize improvements in user interfaces.

Indexed as

Eye MovementsEye-Tracking TechnologyAdultFemaleFixation, OcularHumansInternetMaleUser-Computer InterfaceYoung Adulteye trackingusability testinguser experiencevisual attention metricsweb design

Identifiers

PMID41094925
PMCPMC12526729

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.