Prediction and analysis of likelihood of freeway crash occurrence considering risky driving behavior

Y Ma, J Zhang, J Lu, S Chen, G Xing, R Feng - Accident Analysis & …, 2023 - Elsevier
The prediction of the likelihood of vehicle crashes constitutes an indispensable component
of freeway safety management. Due to data collection limitations, studies have used mainly …

A systematic review of studies investigating the impact of sleep deprivation on drivers' physiology and driving performance

M Tomson, TV Mathew, NR Velaga - Transportation Research Part F: Traffic …, 2025 - Elsevier
Driving is a multifaceted and risky activity that requires activation and utilisation of both
cognitive and physiological capabilities. Sleep deprivation tends to impair cognitive function …

[HTML][HTML] Monitoring fatigue and drowsiness in motor vehicle occupants using electrocardiogram and heart rate− a systematic review

A Freitas, R Almeida, H Gonçalves, G Conceição… - … research part F: traffic …, 2024 - Elsevier
Background Fatigue is a complex state resulting in decreased alertness, often accompanied
by drowsiness. Driving fatigue has significantly contributed to traffic accidents globally …

[HTML][HTML] Sharing roads with automated vehicles: A questionnaire investigation from drivers', cyclists' and pedestrians' perspectives

X Li, SA Kaye, AP Afghari… - Accident Analysis & …, 2023 - Elsevier
Despite the promised benefits, the introduction of Automated Vehicles (AVs) on roads will be
confronted by many challenges, including public readiness to use those vehicles and share …

Addressing endogeneity between hazardous actions and motorcyclist injury severity by integrating generalized propensity score approach and instrumental variable …

Q Yu, Y Zhou, EA Atumo, L Qu, N Zhang… - Accident Analysis & …, 2023 - Elsevier
Motorcyclist hazardous actions (eg, particularly speed too fast or failing to stop in assured
clear distance (ACD)) are commonly identified as risk factors that significantly impact the …

Correcting for endogeneity of crash type in crash injury severity at highway ramp areas

P Song, NN Sze, S Chen, S Labi - Accident Analysis & Prevention, 2024 - Elsevier
Crash type, a key contributory factor of crash injury severity level, is typically included in
crash severity models as an explanatory variable. However, certain unobserved factors …

[HTML][HTML] Time-series clustering for pattern recognition of speed and heart rate while driving: a magnifying lens on the seconds around harsh events

DI Tselentis, E Papadimitriou - … research part F: traffic psychology and …, 2023 - Elsevier
Driving pattern recognition has been applied for the purposes of driving styles identification
and harsh driving events detection. However, the evolution of driving behavior around and …

[HTML][HTML] “I did not see that coming”: A latent variable structural equation model for understanding the effect of road predictability on crashes along horizontal curves

AP Afghari, J Vos, H Farah, E Papadimitriou - Accident Analysis & …, 2023 - Elsevier
Driver anticipation plays a crucial role in crashes along horizontal curves. Anticipation is
related to road predictability and can be influenced by roadway geometric design. Therefore …

A Driving Risk Assessment Framework Considering Driver's Fatigue State and Distraction Behavior

J Chen, Q Zhang, J Chen, J Wang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Fatigue and distraction are the most common long-term poor state and short-term abnormal
behavior of drivers, significantly increasing the driving risk of vehicles equipped with the …

[HTML][HTML] How effective is reducing traffic speed for safer work zones? Methodology and a case study in Pennsylvania

Z Zhang, B Akinci, S Qian - Accident Analysis & Prevention, 2023 - Elsevier
Transportation agencies post and enforce reduced speed limits in work zones to ensure
work zone safety, since traffic speed is found to be associated with work zone crash risks …