4.7 Article

A study on possibility of commuting trip using private motorized modes in cities around the world: Application of multilevel model

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Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.trd.2015.10.008

Keywords

Commuting trip possibility; Private motorized modes; Disaggregated traffic data in the world; Hierarchical logistic regression model; Principle component analysis

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The focus of the current research was to evaluate how the individual's social characteristics and urban infrastructure impacts the usage of Private Motorized Modes (PMM). Based on individual and urban characteristics a multilevel analysis was conducted on the possibility of commuting trip by private motorized modes on the rush time of 78 cities around the world. Also the selected cities were classified through a principal component analysis, and based on the classification the impact of and urban variables on the possibility of commuting trips made by private motorized modes (POP) was verified. Results showed a diverse range of variables related to the usage of PMM, as well as the urban structure and railway lengths being an important variable in travel behavior. (C) 2015 Elsevier Ltd. All rights reserved.

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