[HTML][HTML] Smartphone sensing for understanding driving behavior: Current practice and challenges

E Mantouka, E Barmpounakis, E Vlahogianni… - International journal of …, 2021 - Elsevier
Understanding driving behavior–even in the rapid emergence of automation-remains in the
spotlight, for decomposing complex driving dynamics, enabling the development of user …

The impact of telematics on the insurability of risks

M Eling, M Kraft - The Journal of Risk Finance, 2020 - emerald.com
Purpose The purpose of this paper is to analyze the use of telematics in insurance and its
consequences for the insurability of risks. Empirical results on monitoring policyholders or …

Near‐miss telematics in motor insurance

M Guillen, JP Nielsen… - Journal of Risk and …, 2021 - Wiley Online Library
We present a method to integrate telematics data in a pay‐how‐you‐drive insurance pricing
scheme that penalizes some near‐miss events. We illustrate our method with a sample of …

Mitigating moral hazard with usage‐based insurance

J Holzapfel, R Peter, A Richter - Journal of Risk and Insurance, 2024 - Wiley Online Library
Technological progress has improved insurers' ability to monitor policyholders and has led
to usage‐based insurance (UBI) contracts that incorporate behavioral risk factors in pricing …

Telematics and gender discrimination: Some usage-based evidence on whether men's risk of accidents differs from women's

M Ayuso, M Guillen, AM Pérez-Marín - Risks, 2016 - mdpi.com
Pay-as-you-drive (PAYD), or usage-based automobile insurance (UBI), is a policy
agreement tied to vehicle usage. In this paper we analyze the effect of the distance traveled …

Telematic driving profile classification in car insurance pricing

W Weidner, FWG Transchel, R Weidner - Annals of actuarial science, 2017 - cambridge.org
This paper presents pricing innovations to German car insurance. The purpose is to provide
an effective approach to adapting actuarial pricing decision to incorporate telematic data …

How is Fintech reshaping the traditional financial markets? New evidence from InsurTech and insurance sectors in China

W Bian, T Ge, Y Ji, X Wang - China Economic Review, 2023 - Elsevier
We examine the effect of Fintech on the market structure of traditional financial markets, and
focus particularly on InsurTech and the insurance sector. We find that InsurTech has …

Improving automobile insurance claims frequency prediction with telematics car driving data

S Meng, H Wang, Y Shi, G Gao - ASTIN Bulletin: The Journal of the …, 2022 - cambridge.org
Novel navigation applications provide a driving behavior score for each finished trip to
promote safe driving, which is mainly based on experts' domain knowledge. In this paper …

[HTML][HTML] What can we learn from telematics car driving data: A survey

G Gao, S Meng, MV Wüthrich - Insurance: Mathematics and Economics, 2022 - Elsevier
We give a survey on the field of telematics car driving data research in actuarial science. We
describe and discuss telematics car driving data, we illustrate the difficulties of telematics …

Pricing weekly motor insurance drivers' with behavioral and contextual telematics data

M Guillen, AM Pérez-Marín, JP Nielsen - Heliyon, 2024 - cell.com
Telematics boxes integrated into vehicles are instrumental in capturing driving data
encompassing behavioral and contextual information, including speed, distance travelled by …