Evidence map›Paper›PMID 40871933›Full record

ArticleSensors (Basel, Switzerland)2025

Integrating Low-Cost Eye-Trackers to Enhance Design Education: A Case Study in University Course.

Juan-Carlos Rojas, Juan Luis Higuera-Trujillo, Margarita Vergara

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. 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.

Juan-Carlos RojasSchool of Architecture, Art and Design, Tecnologico de Monterrey, Monterrey 64700, Mexico.ORCID 0000-0001-7718-4555
Juan Luis Higuera-TrujilloDepartment of Mechanical Engineering and Industrial Design, University of Cadiz, 11519 Puerto Real, Spain.ORCID 0000-0003-1870-2388
Margarita VergaraDepartment of Mechanical Engineering and Construction, Universitat Jaume I, 12071 Castelló, Spain.ORCID 0000-0001-9158-247X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The integration of technology in the classroom should be based on low-cost devices and affordable solutions, allowing educators to fully explore their potential benefits. Product design education is undergoing a profound transformation in response to these changes. The aim of this study is to demonstrate the integration of low-cost eye-tracking (ET) technology within a product design process. This research presents a practical case involving a group of design students who incorporated an ET device, as well as an alternative tracking method (AT) that simulates eye movement, to develop a product following a custom design methodology. The impact of both the methodology and the low-cost technology was evaluated through surveys administered to forty-seven students. The evaluation focused primarily on "utility, novelty, and relevance" as key aspects. The results showed consistently high approval ratings for both technologies. However, ET received significantly higher and more favorable evaluations. A detailed analysis of the evaluated elements indicated a strong preference for ET in terms of utility, novelty, and relevance. Furthermore, a correlational analysis revealed that students associated the integration of low-cost technology with usefulness and a positive experience. The findings of this case study highlight that low-cost devices and innovative methodologies are effective tools for enhancing teaching and learning experiences for students, educators, and researchers.

Indexed as

Eye MovementsEye-Tracking TechnologyFemaleHumansMaleStudentsSurveys and QuestionnairesUniversitiesdesign processeducational innovationeye-trackerhigher educationlow-cost

Identifiers

PMID40871933
PMCPMC12390550

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.