Evidence map›Paper›PMID 42364317›Full record

ArticleVision research2026

Driving with autism spectrum disorder: Exploring the impact of tactile hazard warnings on gaze behavior and hazard responses.

Shan Brady, Alex R Bowers, Jing Xu

Abstract read
In one paragraph

Article in Vision 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.

Shan BradySchepens Eye Research Institute of Mass Eye and Ear, Harvard Medical School Department of Ophthalmology, Boston, MA, United States; New England College of Optometry, Boston, MA, United States.
Alex R BowersSchepens Eye Research Institute of Mass Eye and Ear, Harvard Medical School Department of Ophthalmology, Boston, MA, United States; New England College of Optometry, Boston, MA, United States.
Jing XuSchepens Eye Research Institute of Mass Eye and Ear, Harvard Medical School Department of Ophthalmology, Boston, MA, United States. Electronic address: jing_xu@meei.harvard.edu.

Funding

Training for Optometry StudentsT35EY007139 · NEI · UNIVERSITY OF CALIFORNIA BERKELEY · PI Susana T Chung, CHRISTINE FRANCES WILDSOET · 1994 to 2026
$2.1M
SHORT TERM RES TRAINING AT THE NEW ENGLAND COLLEGE OFT35EY007149 · NEI · NEW ENGLAND COLLEGE OF OPTOMETRY · PI Athanasios Panorgias · 1999 to 2026
$1.5M
NEI NIH HHS T35 EY007139NEI NIH HHS T35 EY007149
6 · The paper itself

Abstract

Autistic people are less likely to obtain a driver's license than neurotypical peers and may face higher collision risks when driving. While advanced driver assistance systems (e.g. hazard warnings) could enhance driving safety for this population, their efficacy remains understudied. In this study, licensed drivers with low and high levels of autistic traits, and non-autistic controls, completed simulated city drives, avoiding pedestrian hazards with and without a vibrotactile warning device. Gaze fixation, braking responses, and subjective workload were compared across warning conditions and between groups. Without warnings, autistic trait level had no effect on gaze fixation or brake responses to hazards. However, when driving with warnings, drivers low in autistic traits exhibited delayed initial fixation, shorter total fixation duration, and slower braking responses, but did not have increased collisions. While drivers with high autistic traits showed no behavioral changes when using warnings and reported high frustration, they achieved the greatest reduction in collisions. Unique gaze patterns were seen among drivers high in autistic traits, which might suggest differing adaptive behaviors developed by individuals in this group to manage hazard situations. These findings highlight the potential of driver assistance systems to enhance safety in this population and demonstrate the need to consider autistic trait levels when evaluating driving and the potential benefits and limitations of such driver assistance systems.

Indexed as

Accidents, TrafficAutism Spectrum DisorderAutomobile DrivingFixation, OcularProtective DevicesTouchAdultAttentionEye MovementsFemaleHumansMalePsychomotor PerformanceYoung AdultAutismDriver assistance systemsDriving safetyEye-trackingGaze behaviorsHazard warningsNeurodiversity

Identifiers

PMID42364317
PMCPMC13640469

What OpenQuestion 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 OpenQuestion graph.