telematics ubi feedback
Usage-based-insurance telematics: monitoring driving via devices or phone apps to price insurance and feed scored behavior (speeding, braking, mileage) back to drivers to change habits. Defined by the insurance-data and risk-scoring context. Differs from in_vehicle_coaching, which corrects the driver in real time during the drive, and from gamification_driving, which adds game mechanics rather than insurance-linked scoring, though UBI programs may borrow either.
Also in Training, Education & Intervention
Related elsewhere in the corpus
Topics that co-occur with this one far more than chance predicts — these sit in other categories, so the hierarchy would not have shown them to you.
Narrow by how the study was done
Counts are papers in this topic that declare the facet — these facets are sparsely declared, so a small number means few papers said, not few papers did. All facets.
169 paper(s) · ranked by relevance to this topic
-
A national randomized field experiment testing the impact of simulated usage-based insurance programs on driver safety ↗ · 2025 · Ebert, Jeffrey P. et al. · indexed
-
In-car usage-based insurance feedback strategies. A comparative driving simulator study ↗ · 2016 · Dijksterhuis, Chris et al. · indexed
-
A survey on driving behavior analysis in usage based insurance using big data · 2019 · Arumugam, Subramanian et al. · archived
-
Smartphone-Based Measurement Systems for Road Vehicle Traffic Monitoring and Usage-Based Insurance ↗ · 2014 · Handel, Peter et al. · indexed
-
A Randomized Field Trial of Smartphone-Based Feedback Designed to Encourage Safe Driving: Comparing Focused and Self-Chosen Goals to Standard Usage-Based Insurance Messaging · 2025 · AAA Foundation for Traffic Safety · archived
-
Assessing Driving Risk Using Internet of Vehicles Data: An Analysis Based on Generalized Linear Models ↗ · 2020 · Sun, Shuai et al. · indexed
-
MobiDriveScore — A system for mobile sensor based driving analysis: A risk assessment model for improving one's driving ↗ · 2013 · Chakravarty, Tapas et al. · indexed
-
Data-driven Robust Scoring Approach for Driver Profiling Applications ↗ · 2018 · Abdelrahman, Abdalla et al. · indexed
-
Assessing Risk of Collision with Fleet Telematics for Usage-Based Insurance: Case Study from South Korean Car Rental Operations ↗ · 2025 · Gentile, Davide et al. · indexed
-
Profiling drivers to assess safe and eco-driving behavior – A systematic review of naturalistic driving studies ↗ · 2021 · Singh, Harpreet et al. · indexed
-
Incentive-Based Telematics and Driver Safety: Insights from a Naturalistic Study of Behavioral Change ↗ · 2025 · Kontaxi, Armira et al. · indexed
-
A systematic review of the use of in-vehicle telematics in monitoring driving behaviours ↗ · 2024 · Boylan, James et al. · indexed
-
Real-time coaching programs for Manage-How-You-Drive insurance schemes: Analysis of retention after feedback removal · 2025 · Orsini, Federico et al. · archived
-
-
Driving Risk Assessment Using Near-Miss Events Based on Panel Poisson Regression and Panel Negative Binomial Regression ↗ · 2021 · Sun, Shuai et al. · indexed
-
Summary Report: Comparative Effectiveness of Alternative Smartphone-Based Nudges to Reduce Cellphone Use While Driving: Final Report · 2022 · Ebert, Jeffrey et al. · archived
-
Safe Driving Is Sustainable Driving: An Interpretable Telematics Methodology ↗ · 2025 · Pinals, Lisa et al. · indexed
-
Individual Driver’s Undesirable Driving Events—A Temporal Analysis ↗ · 2011 · Musicant, Oren et al. · indexed
-
Longitudinal Risky Driving Behavior Recognition Based on Naturalistic Driving Study ↗ · 2018 · Sun, Zhengwei et al. · indexed
-
Evaluation of the Impact of App-Based Feedback and Monetary Incentives on Teen Driver Safety · 2024 · Radlbeck, Joshua et al. · archived
-
FEEDBACK trial - A randomised control trial to investigate the effect of personalised feedback and financial incentives on reducing the incidence of road crashes · 2023 · Stevenson, Mark et al. · archived
-
Experimental Research on Driver Behavior Monitoring Device apply to Transportation and Insurance Field ↗ · 2021 · Cong, Sang Nguyen et al. · indexed
-
-
Smartphone Use While Driving: An Investigation of Young Novice Driver (YND) Behaviour ↗ · 2021 · Jannusch, Tim et al. · indexed
-
-
The impact of immediate or delayed feedback on driving behaviour in a simulated Pay-As-You-Drive system ↗ · 2015 · Dijksterhuis, Chris et al. · indexed
-
-
Portable System for Monitoring and Controlling Driver Behavior and the Use of a Mobile Phone While Driving ↗ · 2019 · Khandakar, Amith et al. · indexed
-
-
Driver Behavior Profiling Using Smartphones: A Low-Cost Platform for Driver Monitoring ↗ · 2015 · Castignani, German et al. · indexed
-
Driver Behavior Classification in Crash and Near-Crash Events Using 100-CAR Naturalistic Data Set ↗ · 2017 · Abdelrahman, Abdalla et al. · indexed
-
Impacts of different feedback features on driver behaviour: Findings from a multiphase naturalistic study ↗ · 2026 · Kontaxi, Armira et al. · indexed
-
Teen Driver Support System Technology Transfer · 2019 · Davis, Brian · archived
-
Incentivizing Safer Driving Using Peer-Pressure · 2018 · Pentland, Alex et al. · archived
-
Analysis of an Incentive-Based Smartphone Application for Young Drivers · 2021 · Henk, Russell H. et al. · archived
-
-
Analyzing driver behavior under naturalistic driving conditions: A review ↗ · 2021 · Singh, Harpreet et al. · indexed
-
Smartphone-based Vehicle Telematics For Naturalistic Driving Studies ↗ · 2022 · Tarlochan, Faris et al. · indexed
-
Driving Behavior Based Relative Risk Evaluation Using a Nonparametric Optimization Method ↗ · 2021 · Bao, Qiong et al. · indexed
-
Smartphone-Based Vehicle Telematics: A Ten-Year Anniversary · 2017 · Wahlström, Johan et al. · archived
-
Optimized Road Status Level Grading Method in Driving Style Evaluation for Pay-How-You-Drive Commercial Vehicle Insurance ↗ · 2020 · Nai, Wei et al. · indexed
-
Validation study of risky event classification using driving pattern factors ↗ · 2015 · Castignani, German et al. · indexed
-
Improving driving behavior by allowing drivers to browse their own recorded driving data ↗ · 2011 · Takeda, Kazuya et al. · indexed
-
Driver Rating: a mobile application to evaluate driver behavior ↗ · 2021 · Trindade, Nielson S. et al. · indexed
-
Associations between drivers’ safety records and driving styles ↗ · 2013 · Merrikhpour, Maryam et al. · indexed
-
Enhancing claim classification with feature extraction from anomaly‐detection‐derived routine and peculiarity profiles ↗ · 2023 · Duval, Francis et al. · indexed
-
Smartphone-Based Adaptive Driving Maneuver Detection: A Large-Scale Evaluation Study ↗ · 2017 · Castignani, German et al. · indexed
-
Drivers’ behavioral responses to driving risk diagnosis and real-time warning information provision on expressways: A smartphone app–based driving experiment ↗ · 2018 · Jiang, Ying et al. · indexed
-
Road Rage and Aggressive Driving Behaviour Detection in Usage-Based Insurance Using Machine Learning ↗ · 2023 · Arumugam, Subramanian et al. · indexed
-
-
Driver Coach Study: Using Real-time and Post Hoc Feedback to Improve Teen Driving Habits · 2017 · Klauer, Charlie et al. · archived
-
Study of the Impact of a Telematics System on Safe and Fuel-Efficient Driving in Trucks · 2014 · Boodlal, Leverson et al. · archived
-
Gamified Mobile Applications for Improving Driving Behavior: A Systematic Mapping Study ↗ · 2021 · El hafidy, Abderrahim et al. · indexed
-
A Cloud-based Driver Monitoring for Inefficient Driving Behavior using OBD2 Telematics ↗ · 2016 · Dixit, Swati et al. · indexed
-
Techniques for Reducing Speeding Beyond Licensure: Young Drivers' Preferences · 2015 · Lee, Yi-Ching et al. · archived
-
The use of monitoring and feedback devices in driving: An assessment of acceptability and its key determinants ↗ · 2023 · Picco, Angèle et al. · indexed
-
-
Effects of in-vehicle monitoring on the driving behavior of teenagers ↗ · 2010 · Farmer, Charles M. et al. · indexed
-
Performance Assessment of an Onboard Monitoring System for Commercial Motor Vehicle Drivers: A Field Operational Test · 2016 · Boyle, Linda Ng et al. · archived
-
Rewarding Safe Driving: An Arduino-Powered System for Real-Time Driver Behavior Monitoring in Smart Auto Insurance ↗ · 2025 · Sathyan S, Diljith et al. · indexed
-
Driver behavior indices from large-scale fleet telematics data as surrogate safety measures ↗ · 2023 · Alrassy, Patrick et al. · indexed
-
Teen driver support system (TDSS) field operational test : final report. · 2015 · Creaser, Janet et al. · archived
-
-
Video and Non-video Feedback Interventions for Teen Drivers · 2016 · Reyes, M. L. et al. · archived
-
-
Applying Technology and Innovative Solutions to Enhance Driver Engagement and Performance ↗ · 2020 · Perez, Freddy et al. · indexed
-
Methods and Tools for Monitoring Driver's Behavior · 2022 · Jan, Muhammad Tanveer et al. · archived
-
Identifying Mature Driver Risk from Naturalistic Driving ↗ · 2025 · Nasr, Malak Saif El et al. · indexed
-
Forecasting Markers of Habitual Driving Behaviors Associated With Crash Risk ↗ · 2020 · Panagopoulos, George et al. · indexed
-
Driver behavior monitoring system based on traffic violation ↗ · 2012 · Aliane, Nourdine et al. · indexed
-
INTELLIGENT MANAGING THE DRIVING STYLE OF THE ADR DRIVER IN REAL TIME ↗ · 2026 · Stefanovic, M. et al. · indexed
-
-
-
Critical factors affecting mobile phone use while driving through the exploitation of smartphone sensor data ↗ · 2023 · Akritidou, Sofia et al. · indexed
-
Electronic Device Use: A Review of the Literature on Addictive Behaviors · 2023 · Hoekstra-Atwood, Liberty et al. · archived
-
Unsupervised driving performance assessment using free-positioned smartphones in vehicles ↗ · 2016 · Zheng, Yang et al. · indexed
-
Identification of Driving Safety Profiles in Vehicle to Vehicle Communication System Based on Vehicle OBD Information ↗ · 2021 · Ameen, Hussein Ali et al. · indexed
-
Objective Driving Data in the LongROAD Study: An Overview of Changes to Data Collection Procedures from a Datalogger to a Travel App · 2021 · AAA Foundation for Traffic Safety · archived
-
Can a Smartphone Application Be Used to Measure Practice Driving Behavior During the Learner Permit Period? A Step Toward Performance-Based Licensing ↗ · 2023 · Johnathon P. Ehsani, PhD et al. · indexed
-
Driving event detection and driving style classification using artificial neural networks ↗ · 2017 · Brombacher, Patrick et al. · indexed
-
-
Considering Traffic and Roadway Context in Driver Behavior Assessments ↗ · 2016 · Liang, Yulan et al. · indexed
-
The Potential Application of Behavior-Based Safety in the Trucking Industry · 2000 · NHTSA · archived
-
Effects of Behavior-Based Driver Feedback Systems on the Speeding Violations of Commercial Long-Haul Truck Drivers ↗ · 2024 · Pradhan, Anuj K. et al. · indexed
-
Effect of Motor Insurance Premiums on Driver Behavior and Road Safety ↗ · 2013 · Alfaki, Ibrahim M Abdalla · indexed
-
Evaluation Method of Naturalistic Driving Behaviour for Shared-Electrical Car ↗ · 2022 · Ji, Shaobo et al. · indexed
-
AutoSup: Driving Behaviors Recognition Supervision via Incentive Mechanism ↗ · 2021 · Cao, Sheng et al. · indexed
-
Driving Risk Rating for Driver Monitoring Based on Satellite Data ↗ · 2016 · Winitthumkul, Natt et al. · indexed
-
How AI from Automated Driving Systems Can Contribute to the Assessment of Human Driving Behavior ↗ · 2024 · Driessen, Tom et al. · indexed
-
A Naturalistic Driving Study of Feedback Timing and Financial Incentives in Promoting Speed Limit Compliance ↗ · 2022 · Chen, Winnie et al. · indexed
-
MobiScout: A scalable cloud-based driving and activity monitoring platform featuring an IOS app and a WatchOS extension ↗ · 2023 · Adu-Gyamfi, Kojo Konadu et al. · indexed
-
Effects of Behavior-Based Driver Feedback Systems on Commercial Long Haul Operator Safety ↗ · 2017 · Pradhan, Anuj K et al. · indexed
-
Using mobile devices for driving test assessment: a study of acceleration and GPS data ↗ · 2024 · Driessen, Tom et al. · indexed
-
Smartphone sensing for understanding driving behavior: Current practice and challenges ↗ · 2020 · Mantouka, Eleni G. et al. · indexed
-
Comparison of GPS and MEMS Support for Smartphone-Based Driver Behavior Monitoring ↗ · 2015 · Bruwer, Frederick J. et al. · indexed
-
A Study Of Dangerous Driving Detection Application Using by Mobile Sensor ↗ · 2015 · Yoo, Jae-Gon et al. · indexed
-
Development of Methodology for Defining a Pattern of Drivers Mobile Phone Usage While Driving ↗ · 2022 · Čolić, Petar et al. · indexed
-
The role of the instrumented vehicle in the collection of data on driver behaviour ↗ · 1997 · McDonald, M. · indexed
-
Exploring speeding behavior using naturalistic car driving data from smartphones ↗ · 2023 · Kontaxi, Armira et al. · indexed
-
-
-
Blockchain and Machine Learning Integrated Secure Driver Behavior Centric Electric Vehicle Insurance Model ↗ · 2024 · Sahu, Brijmohan Lal et al. · indexed
-
Distributed Adaptive Recommendation & Time-stamp based Estimation of Driver-Behaviour ↗ · 2022 · Satrawala, Anamika et al. · indexed
-
Evaluating the effectiveness of a smartphone speed limit advisory application: An on-road study in Port-Harcourt, Nigeria ↗ · 2021 · Etika, Anderson et al. · indexed
-
Vehicular Data Space: The Data Point of View · 2019 · Rettore, Paulo H. L. et al. · archived
-
Driver Behaviour Profiling Using Dynamic Bayesian Network · 2018 · Obuhuma, James et al. · archived
-
Monitoring Technologies for Truck Drivers: A Systematic Review of Safety and Driving Behavior · 2025 · Fonseca, Tiago et al. · archived
-
Monitoring Distracted Driving Behaviours with Smartphones: An Extended Systematic Literature Review ↗ · 2023 · Papatheocharous, Efi et al. · indexed
-
-
Collision Risk Assessment Using Naturalistic Data from a Rent-A-Car Fleet ↗ · 2019 · Min, Dongsoon et al. · indexed
-
Investigation of the Use and Feasibility of Speed Warning Systems · 2014 · De Leonardis, D. et al. · archived
-
Driving Behavior Recognition Based on Sensors in Mobile Phone ↗ · 2013 · Lu, Jianxin et al. · indexed
-
Safe Driving Using Mobile Phones · 2012 · Fazeen, Mohamed et al. · archived
-
Spatial Deep Learning Approach to Older Driver Classification ↗ · 2024 · Boateng, Charles et al. · indexed
-
Driving coach: A smartphone application to evaluate driving efficient patterns ↗ · 2012 · Araújo, Rui Esteves et al. · indexed
-
Above and Beyond Intention: The Role of Habits, Perceived Risk and Anticipated Regret in Mobile Phone Use While Driving ↗ · 2026 · Demir, Sila et al. · indexed
-
Predicting the monitoring/reading of communications on a smartphone among young drivers using an extended theory of planned behaviour · 2020 · Murphy, Georgia et al. · archived
-
Electronic Device Use: A Review of the Literature on Addictive Behaviors [Traffic Tech] · 2023 · NHTSA · archived
-
-
Analysis of mobile phone use engagement during naturalistic driving through explainable imbalanced machine learning ↗ · 2023 · Ziakopoulos, Apostolos et al. · indexed
-
The Impact of an Event-Triggered Video Intervention on Rural Teenage Driving ↗ · 2007 · McGehee, Daniel V et al. · indexed
-
Contribution of traffic behavior surveys for monitoring safety performance indicators in Germany: Case of mobile phone use while driving ↗ · 2022 · Kröling, Sophie et al. · indexed
-
A TECHNOLOGY TO MEASURE MULTIPLE DRIVING BEHAVIORS WITHOUT SELF‐REPORT OR PARTICIPANT REACTIVITY ↗ · 2001 · Boyce, Thomas E. et al. · indexed
-
Driver categorization based on vehicle motion and trajectory data ↗ · 2015 · Mihaly, Andras et al. · indexed
-
Driver Behavior Monitoring Based on Smartphone Sensor Data and Machine Learning Methods ↗ · 2019 · Lindow, Friedrich et al. · indexed
-
Car Insurance: An Analysis of Risk Factors, Claim Behaviour And Global Car Insurance Frameworks ↗ · 2026 · Mohanraju, Bhargavi · indexed
-
Drivers’ response to speed warnings provided by a smart phone app ↗ · 2020 · Starkey, Nicola J. et al. · indexed
-
Teen Driver Cell Phone Blocker · 2012 · Benden, Mark et al. · archived
-
Self-reported and observed risky driving behaviors among frequent and infrequent cell phone users ↗ · 2013 · Zhao, Nan et al. · indexed
-
-
Learning-based methods for spatial road safety analysis using in-vehicle telematics data: A systematic review ↗ · 2026 · Paradiso, Simone et al. · indexed
-
-
<scp>The Incentive Effects of Increasing Per‐Claim Deductible Contracts in Automobile Insurance</scp> ↗ · 2007 · Li, Chu‐Shiu et al. · indexed
-
S-road assist: Road surface conditions and driving behavior analysis using smartphones ↗ · 2015 · Sharma, Harit et al. · indexed
-
The development and implementation of driving information collection and recording system for driving behavior analysis ↗ · 2020 · Wu, Chien-Chung · indexed
-
-
Insurance Discounts: Traffic Safety Tips · 1996 · NHTSA · archived
-
INNOVATIVE AND DIGITAL DEVELOPMENT OF THE NATIONAL AUTO INSURANCE MARKET IN THE CONDITIONS OF CONVERGENCE WITH THE EUROPEAN MARKET OF INSURANCE SERVICES ↗ · 2023 · Suruchanu, Andriana et al. · indexed
-
The Impact of Rate Regulation on Claims: Evidence From Massachusetts Automobile Insurance ↗ · 2011 · Derrig, Richard A. et al. · indexed
-
Lifeline: A Traffic Jam, Road Safety, and Driver Assistant Smartphone Application With Driving License Application and Fitness Checking Features ↗ · 2025 · Chowdhury, Mahfuzulhoq et al. · indexed
-
Bonus-Malus Premium for Third Party Liability Insurance with Poisson-Lindley Distribution Claim Frequency and Exponential-Inverse Gamma Distribution Claim Severity ↗ · 2025 · Rizkia, Bilqis Nur et al. · indexed
-
Road condition monitoring and alert application: Using in-vehicle Smartphone as Internet-connected sensor ↗ · 2012 · Ghose, Avik et al. · indexed
-
Comparative Study and Evaluation of SCRAM Use, Recidivism Rates, and Characteristics [Traffic Tech] · 2015 · NHTSA · archived
-
Claims Auditing in Automobile Insurance: Fraud Detection and Deterrence Objectives ↗ · 2002 · Tennyson, Sharon et al. · indexed
-
ANALYSIS OF UI & UX DRIVER MOBILE SYSTEM USING HEURISTIC EVALUATION METHOD ↗ · 2024 · Afandi, Fikry Aldi et al. · indexed
-
EnableATIS Strategy Assessment · 2014 · Adler, Jeff et al. · archived
-
Driving Risk Adjustment Accuracy Through HCC Surveillance Automation ↗ · 2025 · Gudipudi, Nachiketh · indexed
-
The Effect of Smartphone and Vehicle Distance on Vehicle Safety System Time Response Based on the Internet of Things ↗ · 2023 · Arkan, Ghazy et al. · indexed
-
Rancang Bangun Aplikasi Mobile Pemeriksaan Kendaraan Operasional ↗ · 2022 · Afriansyah, Afriansyah et al. · indexed
-
ANALYSIS OF APPLICATION-BASED MOTORCYCLE SERVICE COST CALCULATION, CONSUMER BEHAVIOR, PRODUCER BEHAVIOR TOWARD GO-JEK DRIVER WELFARE IN DENPASAR CITY ↗ · 2022 · Udiana, N.W.P.P. et al. · indexed
-
-
Behavioral monitoring of public transport users through a mobile communication system ↗ · 2001 · Asakura, Yasuo et al. · indexed
-
-
Typhoons and Opportunistic Fraud: Claim Patterns of Automobile Theft Insurance in Taiwan ↗ · 2013 · Pao, Tsung‐I et al. · indexed
-
S-DrivingRecords: Blockchain based Enhancing Trust and Transparency in Driving Records Using Hyperledger Fabric ↗ · 2024 · Amin, Ruhul · indexed
-
Experience of using the smart telemetric device “Personal Assistant of the Tractor Driver” for sowing winter wheat ↗ · 2023 · Ivanov, A B · indexed
-
INSURTECH DAN NEW ISLAMIC INSURANCE MODEL: STUDI KASUS SHARING CLAIM DI LAKA BICYCLE INSURANCE, LONDON ↗ · 2020 · Ghoni, Abdul · indexed
-
Smart taxi control system: Bangladesh perspective ↗ · 2015 · Iqbal, Shahid Md. Asif et al. · indexed
-
“Electronic Secure Vehicle Verification System Using Advanced Digi-Locker System” ↗ · 2018 · Ghodke, Ankita V. et al. · indexed
-
Examining Flood Insurance Claims in the United States: Six Key Findings ↗ · 2015 · Kousky, Carolyn et al. · indexed
-
A privacy‐preserving mobile location‐based advertising system for small businesses ↗ · 2021 · Ahmed, Ahmed Abdelmoamen · indexed
-
Designing and Implementing an Innovative SMS-based alert system (RapidSMS-MCH) to monitor pregnancy and reduce maternal and child deaths in Rwanda ↗ · 2012 · Ngabo, Fidele et al. · indexed
-
Exploring hybrid annuities, behaviour tax and whether the choice of annuity affects this tax ↗ · 2025 · Barnard, M · indexed
-
SHAppE After One Year: Community Feedback Driving Seismic Hazard Analysis Forward ↗ · 2026 · Zarodova, Fiona et al. · indexed
-
Development of Linux based USB device driver for portable spectrometer ↗ · 2009 · Xu Zhe et al. · indexed
-
Control of Charging of Electric Vehicles Through Menu-Based Pricing · 2018 · Ghosh, Arnob et al. · archived
-
Upaya Meningkatkan Hasil Belajar Fikih Mawaris Melalui Media Aplikasi Android ‘Kalkulator Waris’ ↗ · 2024 · Latifah Latifah · indexed
-
-
The Role of Fintech and Digital Banking Systems in Commercial Banks in Oman ↗ · 2025 · Jahangir Ali, Dr. Mohammed · indexed