Travel Mode Choice Models Considering Heterogeneity of Decision Maker using SP, RP and Attitudinal Data

Data-driven modeling and analysis of household travel mode choice

One of the important problems studied in the area of travel behavior analysis is travel mode choice which is one of the four crucial steps in transportation demand estimation for urban planning. State of the art models in travel demand modelling can be classified as trip based; tour based; and activity based. In trip based approach, each individual trips is modelled as independent and isolated ...

Transferability of Mode Choice Models of Urban Travel

Transferability is an important issue in travel demand analysis and forecasting. Without transferability in time, the use of models for forecasting has no foundation; without transferability between regions, models developed in one region cannot be applied elsewhere; and without transferability of models from one part of a region to another part of the same region, taste and value differences t...

Observing Unobserved Heterogeneity: Using Process Data to Enhance Choice Models

Incorporating Observed and Unobserved Heterogeneity in Urban Work Travel Mode Choice Modeling

An individual's intrinsic mode preference and responsiveness to level-of-service variables affects her or his travel mode choice for a trip. The mode preference and responsiveness will, in general, vary across individuals based on observed (to an analyst) and unobserved (to an analyst) individual characteristics. The current paper formulates a multinomial-logit based model of travel mode choice...

Beyond distance: children's school travel mode choice.

BACKGROUND Long distance is a leading environmental barrier to walking to school and requires long-term, multilevel interventions. Meanwhile, childhood obesity remains highly prevalent, calling for more immediate solutions. PURPOSE The purpose of this study was to examine attitudinal and environmental correlates of walking to the elementary school, controlling for distance. METHODS Using pa...