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

International audience ; 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-report... Mehr ...

Verfasser: Gerber, Philippe
Thériault, Marius
Enaux, Christophe
Carpentier-Postel, Samuel
Dokumenttyp: Artikel
Erscheinungsdatum: 2018
Verlag/Hrsg.: HAL CCSD
Schlagwörter: Semantic differentials / Data-mining / Mobility survey / Structural equation modelling / Attitudes and beliefs / Satisfaction / [SHS.GEO]Humanities and Social Sciences/Geography
Sprache: Englisch
Permalink: https://search.fid-benelux.de/Record/base-27128197
Datenquelle: BASE; Originalkatalog
Powered By: BASE
Link(s) : https://halshs.archives-ouvertes.fr/halshs-01912734

International audience ; 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.