This research aims to explore the dual consideration of amenity and accessibility to facilitate effective place-based planning. By identifying Croydon South as a 'Low-amenity suburb' with high car dependency, a regression analysis revealed that bus stop density and commercial activity were variables that contributed to the increased percentage of walking.