Results 1 to 10 of about 458 (132)

Weather Conditions and Telematics Panel Data in Monthly Motor Insurance Claim Frequency Models

open access: yesRisks, 2023
Risk analysis in motor insurance aims to identify factors that increase the frequency of accidents. Telematics data is used to measure behavioural information of drivers.
Montserrat Guillen   +1 more
exaly   +3 more sources

Validation of a smartphone telematics algorithm for classifying driver trips [PDF]

open access: yesTransportation Research Interdisciplinary Perspectives
This study assessed the accuracy of a smartphone telematics algorithm that classifies car trips as driver or non-driver. Participants’ trips were measured for 4 weeks by Way to Drive, a research telematics application that uses the same data algorithms ...
Jeffrey P. Ebert   +5 more
doaj   +2 more sources

Pricing weekly motor insurance drivers’ with behavioral and contextual telematics data [PDF]

open access: yesHeliyon
Telematics boxes integrated into vehicles are instrumental in capturing driving data encompassing behavioral and contextual information, including speed, distance travelled by road type, and time of day.
Montserrat Guillen   +2 more
doaj   +2 more sources

Spatial Deep Learning Approach to Older Driver Classification [PDF]

open access: yesIEEE Access
Given telemetry datasets (e.g., GPS location, speed, direction, distance.), the Older Driver Classification (ODC) problem identifies two groups of drivers: normal and abnormal.
Charles Boateng   +12 more
doaj   +2 more sources

Analyzing the Influence of Telematics-Based Pricing Strategies on Traditional Rating Factors in Auto Insurance Rate Regulation

open access: yesMathematics
This study examines how telematics variables such as annual percentage driven, total miles driven, and driving patterns influence the distributional behaviour of conventional rating factors when incorporated into predictive models for capturing auto ...
Shengkun Xie
exaly   +3 more sources

Can Telematics Improve Driving Style? The Use of Behavioral Data in Motor Insurance

open access: yesBig Data and Cognitive Computing
Motor insurance can use telematics data not only to understand individual driving style but also to implement innovative coaching strategies that feed back to the drivers, through an app, the aggregated information extracted from the data. The purpose is
Elena Esposito   +2 more
exaly   +3 more sources

A causal inference framework to compare the effectiveness of life-sustaining ICU therapies-using the example of cancer patients with sepsis. [PDF]

open access: yesInt J Cancer
What's new? Rising cancer incidence in the United States is associated with an increased demand on intensive care units (ICUs). Critically ill cancer patients, however, often rely on life‐sustaining therapies, which are linked to greater ICU mortality.
Matos J   +6 more
europepmc   +2 more sources

Implementation of innovative information technologies in the insurance market in Russia: telematics in auto insurance

open access: yesПутеводитель предпринимателя, 2023
To consider the main stages and problems of the introduction of telematics in the insurance industry, to identify the importance and prospects for the development of telematics in motor insurance in Russia.Tasks.
I. Y. Kushelev
doaj   +1 more source

Millennials Acceptance of Insurance Telematics: An Integrative Empirical Study

open access: yesAmerican Business Review, 2020
Insurance telematics is a recent technology-enabled service innovation advanced by insurance companies and adopted by millions of drivers worldwide.
Xiaoguang Tian   +3 more
doaj   +1 more source

Regulatory and Technical Constraints: An Overview of the Technical Possibilities and Regulatory Limitations of Vehicle Telematic Data

open access: yesSensors, 2021
A telematics device is a vehicle instrument that comes preinstalled by the vehicle manufacturer or can be added later. The device records information about driving behavior, including speed, acceleration, and turning force.
Kevin McDonnell   +5 more
doaj   +1 more source

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