Effectiveness of real-time and post-trip interventions from the H2020 i-DREAMS naturalistic driving project: A sneak preview

Brijs, Kris; Adnan, Muhammad; Ross, Veerle; Cuenen, Ariane; Vanrompay, Yves; Khattak, Muhammad Wisal; Katrakazas, Christos; Michelaraki, Eva; Filtness, Ashleigh; Talbot, Rachel; Hancox, Graham; Brown, Laurie; Papazikou, Evita; Gruden, Chiara; Wets, Geert; Yannis, George; Brijs, Tom

Abstract

This paper addrebes the effectiveness of real-time and post-trip interventions from the H2020 i-DREAMS naturalistic driving project. The project aims to setup a framework for the definition, development and validation of a context-aware 'safety tolerance zone (STZ)' for driving. A range of sensors are used to collect a large variety of data, which enables abessment of the STZ, and help designing interventions. Effectiveness evaluation is based on the outcome and process evaluation using the COM-B and RE-AIM frameworks, respectively. Preliminary results for a sample of 27 car drivers from Belgium and 26 car drivers from UK are presented. Overall, the interventions were found effective in improving driving behaviour. UK drivers have performed significantly better, while Belgian car drivers showed mixed results, mainly due to the changing mobility patterns during COVID19 pandemic.

• Presentation Conference Type: Conference Paper (published)
• Conference Name: TRA Lisbon 2022
• Start Date: Nov 14, 2022
• End Date: Nov 17, 2022
• Acceptance Date: Jun 12, 2022
• Online Publication Date: Dec 13, 2023
• Publication Date: 2023
• Deposit Date: Jun 13, 2024
• Publicly Available Date: Jun 14, 2024
• Publisher: Elsevier
• Volume: 72
• Pages: 2133-2140
• Series Title: TRA Lisbon 2022 Conference Proceedings Transport Research Arena (TRA Lisbon 2022),14th-17th November 2022, Lisboa, Portugal
• Book Title: Transportation Research Procedia
• DOI: https://doi.org/10.1016/j.trpro.2023.11.698
• Public URL: https://uwe-repository.worktribe.com/output/12044516