Sustainable mobility: city-wide exposure modelling to advance bicycling. This project aims to develop a world-leading platform for city-wide modelling of cycling exposure. This project will provide unparalleled insights into cycling exposure by combining multiple cycling data sources through the use of advanced spatial statistical and machine learning techniques. The expected outcomes of this project are a novel inventory of cycling infrastructure, a cycling route choice modelling system and rob ....Sustainable mobility: city-wide exposure modelling to advance bicycling. This project aims to develop a world-leading platform for city-wide modelling of cycling exposure. This project will provide unparalleled insights into cycling exposure by combining multiple cycling data sources through the use of advanced spatial statistical and machine learning techniques. The expected outcomes of this project are a novel inventory of cycling infrastructure, a cycling route choice modelling system and robust predictions of cycling volumes on individual streets. This project will deliver a step change in cycling that will lead to increased cycling participation, enhanced safety, and improved infrastructure planning, thereby resulting in substantial gains in population and environmental health.Read moreRead less
Effects of feedback and incentive-based insurance on driving behaviours. This project aims to examine the extent to which direct-feedback and incentive-based insurance modify a drivers’ behaviour. The project plans to apply in-vehicle telematics and to link information obtained from the technology directly to personalised safety messaging. The project then plans to assess the impact of this by calculating individual personal injury and the potential reduction to property damage insurance premium ....Effects of feedback and incentive-based insurance on driving behaviours. This project aims to examine the extent to which direct-feedback and incentive-based insurance modify a drivers’ behaviour. The project plans to apply in-vehicle telematics and to link information obtained from the technology directly to personalised safety messaging. The project then plans to assess the impact of this by calculating individual personal injury and the potential reduction to property damage insurance premiums. The study has the potential to profoundly influence not only the insurance industry by reducing individual risk and insurance scheme liability, but also deliver reductions in road trauma among the target population namely, young drivers.Read moreRead less