“…Land use as a principal determinant of trips is one of the main influencing factors for road-based environments and its related variables which include traffic flows, speed limits and pedestrian activities (Lupton et al, 1999). As reported by Ben-Akiva and Bowman (1995), land use has been shown to be the major factor in the generation and attraction of traffic.…”