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Modelling impacts of beliefs and attitudes on mode choices. Lessons from a survey of Luxembourg cross-border commuters

Abstract : This article uses structural equation models (SEM) as a data-mining tool to unravel the endogenous relationships among attitudinal measurements, satisfaction and the perceived utility within the theory of planned behaviour. Based on a mobility survey among Luxembourg cross-border workers, this experiment yields a critical view about the specification of measurement indicators to be used for the survey of attitudes and beliefs and to test SEM as an exploration and data-mining tool. The findings show that: the impact of attitudes on mode choice is mediated by self-reported satisfaction with commuting. Furthermore, using SEM with semantic differentials is efficient to estimate attitudes about transport modes in complement of Likert scales used for beliefs.
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https://halshs.archives-ouvertes.fr/halshs-01912734
Contributor : Samuel Carpentier-Postel <>
Submitted on : Monday, November 5, 2018 - 4:11:42 PM
Last modification on : Monday, July 20, 2020 - 1:06:05 PM
Document(s) archivé(s) le : Wednesday, February 6, 2019 - 3:22:34 PM

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Philippe Gerber, Marius Thériault, Christophe Enaux, Samuel Carpentier-Postel. Modelling impacts of beliefs and attitudes on mode choices. Lessons from a survey of Luxembourg cross-border commuters. Transportation Research Procedia, Elsevier, 2018, 32, pp.513 - 523. ⟨10.1016/j.trpro.2018.10.037⟩. ⟨halshs-01912734⟩

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