Statistical methods for naturalistic driving studies
F Guo - Annual review of statistics and its application, 2019 - annualreviews.org
The naturalistic driving study (NDS) is an innovative research method characterized by the
continuous recording of driving information using advanced instrumentation under real …
continuous recording of driving information using advanced instrumentation under real …
Delivering improved alerts, warnings, and control assistance using basic safety messages transmitted between connected vehicles
When vehicles share their status information with other vehicles or the infrastructure, driving
actions can be planned better, hazards can be identified sooner, and safer responses to …
actions can be planned better, hazards can be identified sooner, and safer responses to …
Using naturalistic driving data to explore the association between traffic safety-related events and crash risk at driver level
There has been considerable research conducted over the last 40 years using traffic safety-
related events to support road safety analyses. Dating back to traffic conflict studies from the …
related events to support road safety analyses. Dating back to traffic conflict studies from the …
Driving distracted with friends: Effect of passengers and driver distraction on young drivers' behavior
Both passengers and driver distraction can have negative effects on young driver behavior.
However, it is not known how these two concepts interact to influence driver behavior. The …
However, it is not known how these two concepts interact to influence driver behavior. The …
Modeling aggressive driving behavior based on graph construction
The occurrence of aggressive driving behavior is a random process among time-varying
transversion. For modeling aggressive driving behavior, previous studies have typically …
transversion. For modeling aggressive driving behavior, previous studies have typically …
The effect on teenage risky driving of feedback from a safety monitoring system: A randomized controlled trial
BG Simons-Morton, CR Bingham, MC Ouimet… - Journal of Adolescent …, 2013 - Elsevier
PURPOSE: Teenage risky driving may be due to teenagers not knowing what is risky,
preferring risk, or the lack of consequences. Elevated gravitational-force (g-force) events …
preferring risk, or the lack of consequences. Elevated gravitational-force (g-force) events …
The association between crashes and safety-critical events: Synthesized evidence from crash reports and naturalistic driving data among commercial truck drivers
The past decade has witnessed continuous growth of naturalistic driving studies (NDSs).
When analysing NDS data, safety-critical events (SCEs) are commonly used as surrogates …
When analysing NDS data, safety-critical events (SCEs) are commonly used as surrogates …
Naturalistic teenage driving study: Findings and lessons learned
Introduction This paper summarizes the findings on novice teenage driving outcomes (eg,
crashes and risky driving behaviors) from the Naturalistic Teenage Driving Study. Method …
crashes and risky driving behaviors) from the Naturalistic Teenage Driving Study. Method …
Evaluating the impact of real-time coaching programs on drivers overtaking cyclists
Innovative motor insurance schemes involve the use of on-board devices to collect
kinematic driving data as part of the so-called 'Pay-How-You-Drive'schemes, which charge …
kinematic driving data as part of the so-called 'Pay-How-You-Drive'schemes, which charge …
High-risk event prone driver identification considering driving behavior temporal covariate shift
R Zhang, X Wen, H Cao, P Cui, H Chai, R Hu… - Accident Analysis & …, 2024 - Elsevier
Drivers who perform frequent high-risk events (eg, hard braking maneuvers) pose a
significant threat to traffic safety. Existing studies commonly estimated high-risk event …
significant threat to traffic safety. Existing studies commonly estimated high-risk event …