Affiliations and biosAhmed El-Geneidy is an Associate Professor of Urban Planning at McGill University. His research interests include land use and transportation planning, transit operations and planning, travel behavior analysis and measurements of accessibility and mobility in urban contexts. Michael Grimsrud has a Master's in Urban Planning from McGill University. His research interests are in land use and transport interaction, trend modeling, behavior change, and sustainability policy. Rania Wasfi is a PhD candidate at the Department of Geography, McGill University. She has a Master's in Urban and Regional Planning from Portland State University. Her research interests are in travel behavior, and planning for active transportation and its relation to obesity and health. Paul Tétreault has a Master's of Urban Planning from McGill University. He currently works for GENIVAR as a transportation planner and engineer. His research interests are in the fields of active transport, public transit, traffic, parking, geospatial analysis, traffic calming and traveldemand management. Julien Surprenant-Legault has a Master's of Urban Planning , McGill University and a baccalaureate in Economics from the Université de Montréal. He works in public transit planning and transportation modelling in Montréal. His research interests include land use and transport planning, urban economics, public transit planning and operations, travel behaviour, and public policy.ABSTRACT The percentage of the population being served by a transit system in a metropolitan region is a key system performance measure but depends heavily on the definition of service area. Observing existing service areas can help identify transit system gaps and redundancies. In the public transit industry, buffers at 400 meters (0.25 miles) around bus stops and 800 meters (0.5 miles) around rail stations are commonly used to identify the area from which most transit users will access the system by foot. This study uses detailed origin-destination survey information to generate service areas that define walking catchment areas around transit services in Montreal, Canada. The 85 th percentile walking distance to bus transit service is around 524 meters from home-based trip origins, 1,259 meters for commuter rail. Yet these values are found to vary based on our analysis using two statistical models. Walking distances vary based on route and trip qualities (such as type of transit service, transfers and wait time), as well as personal, household, and neighbourhood characteristics. Accordingly, service areas around transit stations should vary based on the service offered and attributes of the people and places served. The generated service areas derived from the generalized statistical model are then used to identify gaps and redundancies at the system and route level using Montreal region as an example. This study can be of benefit to transport engineers and planners trying to maximize transit service coverage in a region while avoiding oversupply of service.