scholarly journals Effects of cost adjustment on travel mode choice: analysis and comparison of different logit models

2017 ◽  
Vol 25 ◽  
pp. 2649-2659 ◽  
Author(s):  
Tongzhou Bai ◽  
Xuemei Li ◽  
Zhiyuan Sun
Keyword(s):  
Mode Choice ◽  
Logit Models ◽  
Travel Mode ◽  
Choice Analysis ◽  
Travel Mode Choice

Examining the Effects of the Built Environment on Travel Mode Choice across Different Age Groups in Seoul using a Random Forest Method

2021 ◽  
pp. 036119812110007
Author(s):  
Kyusik Kim ◽  
Kyusang Kwon ◽  
Mark W. Horner
Keyword(s):  
Random Forest ◽  
Built Environment ◽  
Mode Choice ◽  
Age Groups ◽  
Travel Mode ◽  
Linear Relationships ◽  
Heterogeneous Effects ◽  
Choice Analysis ◽  
Travel Mode Choice ◽  
Selection For

It is important to analyze factors that influence travel mode choice and to predict individual mode choice because this shapes people’s movement and determines their level of mobility. While there have been studies investigating how built-environment elements are associated with travel mode choice, most efforts have neglected evaluating the heterogeneity of effects that the built environment has on travel mode choice across different age groups. This study aims to examine the effects of the built environment in influencing travel mode choice across age groups in Seoul, South Korea, using a random forest approach. Our random forest model demonstrates what factors are important and how they are associated with the effects on travel mode choice. As a result, the built environment has a greater impact on the subway selection for older adults than other age groups and the random forest approach captures non-linear relationships between certain predictors and travel mode choices. Applying this approach to the travel mode choice analysis, we can examine the heterogeneous effects of the built environment on travel mode choice across different age groups.

scholarly journals From attitude to satisfaction: introducing the travel mode choice cycle

2021 ◽  
pp. 1-18
Author(s):  
Jonas De Vos ◽  
Patrick A. Singleton ◽  
Tommy Gärling
Keyword(s):  
Mode Choice ◽  
Travel Mode ◽  
Travel Mode Choice
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