As the largest proportion of weekdays trips in Melbourne, Australia, work commutes, even in short distance, are predominantly attributed to cars. This study aims to investigate as to why Melbourne residents are heavily reliant on cars in commuting to workplaces. To better understand variations of car dependencies across different parts of the city and commute distances, this study divides Melbourne into three regions namely inner, middle, and outer Melbourne and set boundaries of commute distances to walkable (≤ 2.5 km), bikeable (2.5 to 15 km), and long (≥ 15 km). Multinomial Logistic models were utilized to explore the Victorian Integrated Survey of Travel and Activity (VISTA) data that contains travel, socio-demographic, and built environment factors. Variables were found to exhibit varying impacts on work commute behaviours across regions and distances. Overall, possessing a car license is associated with car uses across all distances. In walkable distance commutes, a km increase in commute distance significantly increases the likelihood of using cars. Inner Melbourne residents exhibit the tendency of using car in bikeable and long-distance commutes with the increasing number of cars owned. The findings of this study could help stakeholders in developing interventions to mitigate car dependency in work commutes.
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