Spatially-varying effects of built environment determinants on walking

•This study explores the spatially-varying relationship between walking and built environment.•Geographically Weighted Regression is utilized for a spatially-sensitive analysis.•This approach enhanced the understanding about the influential pattern of variables at various geographic scales.•The coefficients spatially vary depending on the site-specific characteristics.