ArticleSensors (Basel, Switzerland)2020
The Effects of the Driver's Mental State and Passenger Compartment Conditions on Driving Performance and Driving Stress.
Article in Sensors (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled 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.
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
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 66 citations in OpenAlex.
- Leveraging Wearable Sensors in Virtual Reality Driving Simulators: A Review of Techniques and Applications.Sensors (Basel, Switzerland) · 2024Pooled it
- Quantifying spatial accessibility to inpatient hospices in Germany.BMC health services research · 2026Article
- Inspiratory muscle loading with dyspnea limits simulated driving performance in young adults.European journal of applied physiology · 2026Article
- Recent Advances in Vehicle Driver Health Monitoring Systems.Sensors (Basel, Switzerland) · 2025Review
- Classifying metro drivers' cognitive distractions during manual operations using machine learning and random forest-recursive feature elimination.Scientific reports · 2025Article
- Effects of in-car CO2 concentration on driving: a preliminary study with taxi drivers.Environmental and occupational health practice · 2025Article
- Driving Stress-Induced Effects on the Orofacial Region and Its Functions and Health Behaviors in Riyadh: A Cross-Sectional Survey.Healthcare (Basel, Switzerland) · 2024Article
- Risky behaviors and road safety: An exploration of age and gender influences on road accident rates.PloS one · 2024Article
- Train vs. Play: Evaluating the Effects of Gamified and Non-Gamified Wheelchair Skills Training Using Virtual Reality.Bioengineering (Basel, Switzerland) · 2023Article
- Article
- Driver Stress Detection Using Ultra-Short-Term HRV Analysis under Real World Driving Conditions.Entropy (Basel, Switzerland) · 2023Article
- Intelligent Transportation Related Complex Systems and Sensors.Sensors (Basel, Switzerland) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 2 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Globalization has increased the number of road trips and vehicles. The result has been an intensification of traffic accidents, which are becoming one of the most important causes of death worldwide. Traffic accidents are often due to human error, the probability of which increases when the cognitive ability of the driver decreases. Cognitive capacity is closely related to the driver's mental state, as well as other external factors such as the CO
Indexed as
Identifiers
What OpenQuestion holds
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.