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Erschienen in: Transportation 1/2016

01.01.2016

Modelling bicycle use intention: the role of perceptions

verfasst von: Álvaro Fernández-Heredia, Sergio Jara-Díaz, Andrés Monzón

Erschienen in: Transportation | Ausgabe 1/2016

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Abstract

Users’ perceptions are identified as key elements to understand bicycle use, whose election cannot be explained with usual mobility variables and socio-economic characteristics. A hybrid model is proposed to model the intention of bicycle use; it combines a structural equations model that captures intentions and a choice model. The framework is applied to a case of a university campus in Madrid that is studying a new internal bike system. Results show that four latent variables (convenience, pro-bike, physical determinants and external restrictions) help explaining intention to use bike, representing a number of factors that are linked to individual perceptions.

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Fußnoten
1
Several actions were carried out to limit the effect of repeated observations and possible overestimation of certain statistics. A correlation panel analysis was performed among duplicate observations using the test Wooldridge with the software STRATA. The results indicated that the serial correlation levels were low. When assessing the logit model, estimators were applied with a Panel- Corrected Standard Errors (PCSE) to correct the effects of these autocorrelations. In our study data showed no correlation among alternatives nor heteroscedasticity, so we did not go beyond model structure (1)–(3) to keep the analysis simple.
 
2
Leisure purpose was introduced as an attribute or factor because non-commuters trips are residuals, which prevented the estimation of a purpose specific model.
 
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Metadaten
Titel
Modelling bicycle use intention: the role of perceptions
verfasst von
Álvaro Fernández-Heredia
Sergio Jara-Díaz
Andrés Monzón
Publikationsdatum
01.01.2016
Verlag
Springer US
Erschienen in
Transportation / Ausgabe 1/2016
Print ISSN: 0049-4488
Elektronische ISSN: 1572-9435
DOI
https://doi.org/10.1007/s11116-014-9559-9

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