The purpose of this dissertation is to investigate the adoption of active mobility through the lens of three fundamental concepts: scale, segment, and neighborhood. Scale refers to both the aggregation of geospatial data and the measurement of latent constructs through behavioral survey instruments. Segment refers to the various clustering approaches...