Marie-Soleil is full professor at the Centre Urbanisation Culture Société at INRS and Director of the Laboratoire piéton et espace urbain. Her research combines use of quantitative (spatial analysis, and statistics) and qualitative datasets (risk perceptions) for a better understanding of road risk behavior. Her expertise in health geography and in urban studies have informed the impact of different urban forms on pedestrian’s safety in different cities of Canada. One of her latest publications focuses on understanding how public health approaches informed road safety practices during the first wave of COVID in Toronto.81 Amberber… Cloutier et al. 2021 She has authored more than 100 articles (h-index: 16).