ArticleScientific reports2025
HMI efficiency, usability and workload during take-over in AVs.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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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.
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.
Who cites it
1 citing paper in PubMed.
- The effects of dashboard design form on driving information reading performance under different time pressures.Frontiers in psychology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
In highly automated vehicles the driver benefits from the technology which is able to control movement of the vehicle with only his or her supervision. It rises questions on how to manage driver attention in the face of sudden events that need his intervention. The following paper focuses on the result of the study of different Human-Machine Interfaces for Highway Chauffeur-SAE J3016 level 4 system capable to automatically drive in highway conditions-and the performance of control transition to the human driver in situation of operational domain exceedance. The study performed in high-fidelity car simulator for 81 participants that uses different HMI's: visual, auditory, haptic and personalized auditory shows the directions in which the novel interfaces may be developed to better interact with the users in safety-critical situations. Tactile-haptic interface gave the best prospects both in terms of objective indicators like time of reaction, and workload and in subjective users' opinions.
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Registered trials
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.