Evidence map›Paper›PMID 41562943›Full record

ArticleJournal of eye movement research2025

Discriminative Capabilities of Eye Gaze Measures for Cognitive Load Evaluation in a Driving Simulation Task.

Anastasiia Bakhchina, Karina Arutyunova, Evgenii Burashnikov, Anastasiya Filatova, Andrei Filimonov, Ivan Shishalov

Abstract read
In one paragraph

Article in Journal of eye movement research, 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

6 authors.

Anastasiia BakhchinaCognitive Systems Lab, Harman Research, Harman International, 30001 Cabot Dr, Novi, MI 48377, USA.
Karina ArutyunovaCognitive Systems Lab, Harman Research, Harman International, 30001 Cabot Dr, Novi, MI 48377, USA.ORCID 0000-0003-3056-5670
Evgenii BurashnikovCognitive Systems Lab, Harman Research, Harman International, 30001 Cabot Dr, Novi, MI 48377, USA.ORCID 0000-0002-0838-0250
Anastasiya FilatovaCognitive Systems Lab, Harman Research, Harman International, 30001 Cabot Dr, Novi, MI 48377, USA.
Andrei FilimonovCognitive Systems Lab, Harman Research, Harman International, 30001 Cabot Dr, Novi, MI 48377, USA.ORCID 0000-0003-1529-5916
Ivan ShishalovCognitive Systems Lab, Harman Research, Harman International, 30001 Cabot Dr, Novi, MI 48377, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Driving is a cognitively demanding task engaging attentional effort and working memory resources, which increases cognitive load. The aim of this study was to evaluate the discriminative capabilities of an objective eye tracking method in comparison to a subjective self-report scale (the NASA-Task Load Index) in distinguishing cognitive load levels during driving. Participants (

Indexed as

cognitive loaddrivingdriving simulationeye gazeeye tracking

Identifiers

PMID41562943
PMCPMC12821647

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.