Attitudes towards mode choice in Switzerland

Atasoy, Glerum, Bierlaire, 2013, in DISP

doi:10.1080/02513625.2013.827518

Location	Switzerland
Population	General
Sample size	1763
Factor analysis type	exploratory factor analysis, nan rotation
Stepwise regression	no
Removal of insignificant variables	no
Reviewed by	LCM

Abstract

We integrate latent attitudes of the individuals into a transport mode choice model through latent variable and latent class models. Psychometric indicators are used to measure these attitudes. The aim of the inclusion of attitudes is to better understand the underlying choice preferences of travelers and therefore increase the forecasting power of the choice model. We first present an integrated choice and latent variable model, where we include attitudes towards public transport and environmental issues, explaining the utility of public transport. Secondly, we present an integrated choice and latent class model, where we identify two segments of individuals having different sensitivities to the attributes of the alternatives, resulting from their individual characteristics. The calibration of these types of advanced models on our sample has demonstrated the importance of attitudinal variables in the characterization of heterogeneity of mode preferences within the population. © 2013 Copyright Taylor and Francis Group, LLC.

Factors

Models