Rural populations in the United States continue to experience persistent disparities in healthcare access, preventive care utilization, and health outcomes. Rurality is commonly operationalized using geographic classification systems such as Rural–Urban Commuting Area (RUCA) codes; however, these measures may not fully capture how individuals perceive, experience, and navigate rural life. This dissertation examines rurality as a multidimensional construct by integrating geographic classification