Sport and physical activity can be encouraged by planning public spaces appropriately. GPS tracking and movement sensors are used to monitor peoples’ physical activity in order to determine which elements in public spaces encourage or impede physical exercise. The aim of this project is to formulate recommendations for a policy that enables public spaces to be planned in a way that encourages people to take physical exercise.