Analysis of harsh braking and harsh acceleration occurrence via explainable imbalanced machine learning using high-resolution smartphone telematics and traffic …

A Ziakopoulos - Accident Analysis & Prevention, 2024 - Elsevier
Harsh driving events such as harsh brakings (HBs) and harsh accelerations (HAs) are
promising Surrogate Safety Measures, already extensively utilised in road safety research …

A randomized trial of behavioral interventions yielding sustained reductions in distracted driving

JP Ebert, RA Xiong, N Khan, D Abdel-Rahman… - Proceedings of the …, 2024 - pnas.org
Distracted driving is responsible for nearly 1 million crashes each year in the United States
alone, and a major source of driver distraction is handheld phone use. We conducted a …

Driving risk prevention in usage-based insurance services based on interpretable machine learning and telematics data

HJ Li, XG Luo, ZL Zhang, W Jiang, SW Huang - Decision Support Systems, 2023 - Elsevier
Usage-based insurance (UBI) adjusts premiums based on an individual policyholder's
dynamic risk evaluation, incentivizing policyholders to maintain safe driving behavior in …

The transformation of the insurance industry and road safety by driver safety behaviour telematics

A Ziakopoulos, V Petraki, A Kontaxi, G Yannis - Case studies on transport …, 2022 - Elsevier
In contemporary motorized societies, human factors remain overwhelmingly responsible for
road crash occurrence. Urged by considerable technological developments, insurers have …

Handheld Cellphone Use and Risky Driving in Adolescents

CC McDonald, K Rix, JP Ebert, S Aryal… - JAMA Network …, 2024 - jamanetwork.com
Importance Handheld cellphone use while driving is associated with increased motor
vehicle crash risk among adolescents. Objective To examine the association of handheld …

Uses of mHealth in injury prevention and control: a critical review

ML Ranney, EG Stettenbauer, MK Delgado… - Current Epidemiology …, 2022 - Springer
Abstract Purpose of Reviews The purpose of this review was to summarize the current state
of the literature on the use of “mHealth”(the use of mobile devices for health promotion) for …

Impact of feedback on powered two-wheeler riding behaviour: Insights from naturalistic data

SS Chouhan, A Kathuria, RS Chalumuri - Transportation Research Part F …, 2025 - Elsevier
In India, road crash reports highlighted that more than 74,000 Powered Two-Wheeler (PTW)
riders lost their lives in the year 2022 and risky driving behaviour was the primary cause of …

Evaluating the effects of safety incentives on worker safety behavior control through image-based activity classification

B Lee, H Kim - Frontiers in Public Health, 2024 - frontiersin.org
Introduction Construction worker safety remains a major concern even as task automation
increases. Although safety incentives have been introduced to encourage safety …

From Actuarial to Behavioural Valuation. The impact of telematics onmotor insurance

A Cevolini, E Esposito - Valuation Studies, 2022 - cris.unibo.it
Algorithmic predictions are used in insurance to assess the risk exposure of potential
customers. This article examines the impact of digital tools on the field of motor insurance …

Managing the road safety risks of last mile deliveries: Do telematics have a role to play?

N Christie, S O'Toole, A Holcombe, N Bull… - Traffic Injury …, 2024 - Taylor & Francis
Objective The research aimed to understand the impact of telematics in reducing traffic
violations and crashes among drivers working in parcel delivery and the perceived utility …