“…As a mode of transportation, walking is widely regarded as the most sustainable option, offering numerous benefits, such as enhancing mobility, cost savings, efficient land use, decreased greenhouse gas emissions, improved community well-being, and better public health. Furthermore, pedestrians and walking play a critical role in urban life, contributing significantly to society's prosperity, the economy, and the environment [5,6,9]. Factors influencing the rise of walking include road user behavior, land use, proximity to public transportation, sidewalk connectivity, safety, and accessibility [10][11][12][13][14][15][16].…”