A model-based approach to select case sites for walkability audits

►Promotion of active travel as a physical activity necessitates an understanding of the influence of built environments. ► Walkability audits used to collect data on pedestrian environments are costly and time-consuming. ► A model-based approach is proposed to select sites for walkability audits. ► A case study based demonstrates that the proposed approach can help to better target scarce resources.