Values, attitudes and travel behavior: a hierarchical latent variable mixed logit model of travel mode choice

M Paulssen, D Temme, A Vij, JL Walker - Transportation, 2014 - Springer
Values lie at the heart of an individual's belief system, serving as prototypes from which
attitudes and behaviors are subsequently manufactured. Attitudes and behaviors may …

Exploring the role of individual attitudes and perceptions in predicting the demand for cycling: a hybrid choice modelling approach

R Maldonado-Hinarejos, A Sivakumar, JW Polak - Transportation, 2014 - Springer
Cycling is often promoted as a means of reducing urban congestion and improving health,
social and environmental outcomes. However, the quantification of these potential benefits …

A new estimation approach to integrate latent psychological constructs in choice modeling

CR Bhat, SK Dubey - Transportation Research Part B: Methodological, 2014 - Elsevier
In the current paper, we propose a new multinomial probit-based model formulation for
integrated choice and latent variable (ICLV) models, which, as we show in the paper, has …

[HTML][HTML] Incorporating social interaction into hybrid choice models

M Kamargianni, M Ben-Akiva, A Polydoropoulou - Transportation, 2014 - Springer
The aim of this paper is to develop a methodological framework for the incorporation of
social interaction effects into choice models. The developed method provides insights for …

Integrating psychometric indicators in latent class choice models

R Hurtubia, MH Nguyen, A Glerum… - … Research Part A: Policy …, 2014 - Elsevier
Latent class models are a convenient and intuitive way to introduce taste heterogeneity in
discrete choice models by relating attributes of the decision makers with unobserved …

Why do passengers choose a specific car of a metro train during the morning peak hours?

H Kim, S Kwon, SK Wu, K Sohn - Transportation research part A: policy and …, 2014 - Elsevier
Crowding on metro trains is an important measure of passenger satisfaction and also
provides a criterion for determining service frequency and the number of cars necessary for …

Hybrid choice models: The identification problem

A Vij, JL Walker - Handbook of choice modelling, 2014 - elgaronline.com
Conventional microeconomic theory has tended to regard individual consumers as rational
self-interested actors engaged in a constant process of evaluating the costs and benefits …

Understanding the formation and influence of attitudes in patients' treatment choices for lower back pain: Testing the benefits of a hybrid choice model approach

ME Kløjgaard, S Hess - Social Science & Medicine, 2014 - Elsevier
A growing number of studies across different fields are making use of a new class of choice
models, labelled variably as hybrid model structures or integrated choice and latent variable …

Contrasting imputation with a latent variable approach to dealing with missing income in choice models

N Sanko, S Hess, J Dumont, A Daly - Journal of choice modelling, 2014 - Elsevier
Income is a key variable in many choice models. It is also one of the most salient examples
of a variable affected by data problems. Issues with income arise as measurement errors in …

On the variability of hybrid discrete choice models

FJ Bahamonde-Birke, JD Ortúzar - Transportmetrica A: Transport …, 2014 - Taylor & Francis
It is well-known that not all the variables affecting decisions in a discrete choice situation are
objective characteristics of the alternatives. Some of them are associated with difficult to …