“…Key principles of the ecological model of health behavior are (a) factors at multiple levels (intrapersonal, interpersonal, environmental, and policy) can influence behaviors, (b) these factors at different levels interact, and (c) interventions that involve multilevel influences are more effective (Sallis & Owen, 2015). These principles are underpinned by the behavior settings construct, which emphasizes the place-specific nature of human behaviors that are affected by the physical and social characteristics of the settings (Barker, 1968; Scott, 2005). It is now widely recognized that educational or motivational approaches alone are not sufficient for public health initiatives such as physical activity promotion (Schilling, Giles-Corti, & Sallis, 2009), and that addressing knowledge and motivation will have limited success in promoting long-term behavioral changes (Marcus et al, 2000).…”