Marion is an urban planner with an MSc in Regional and Urban Planning Studies from the London School of Economics and a Masters in Urban Policy from Sciences Po Paris. Since 2016, she has been managing research projects on new mobility services (car sharing, micromobility, ride hailing) and developing innovative transport policy strategies (free public transport, MaaS). Specialized in modal choice and behaviour change mechanisms, she developed 6t’s VTBC (voluntary travel behaviour change) app, ACCTIV. In addition to her work as project manager, she is a PhD candidate at the University of Oxford; her doctoral research explores the drivers of urban cycling in Japan, with a focus on the Greater Tokyo area.