2018
DOI: 10.1016/j.trf.2018.06.016
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Modelling determinants of walking and cycling adoption: A stage-of-change perspective

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Cited by 36 publications
(31 citation statements)
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“…Furthermore, it should be noted that ordinal regression models have been developed for the estimation of the perceived level of service (LOS) for pedestrian facilities [68,69]. Alongside, ordinal regression has been used to reveal the factors for the adoption of active modes of transport (walking, cycling) [70] as well as for the service quality' analysis of coach terminals [71].…”
Section: Methodsmentioning
confidence: 99%
“…Furthermore, it should be noted that ordinal regression models have been developed for the estimation of the perceived level of service (LOS) for pedestrian facilities [68,69]. Alongside, ordinal regression has been used to reveal the factors for the adoption of active modes of transport (walking, cycling) [70] as well as for the service quality' analysis of coach terminals [71].…”
Section: Methodsmentioning
confidence: 99%
“…The logit model is an established method used for analysis in the transport literature, including in cycling adoption studies [27,51]. The use of the model allows for the identification of factors that affect the probability of respondents choosing to adopt cycling as a method of transport.…”
Section: Logit Modelmentioning
confidence: 99%
“…Many authors have reviewed the available theoretical frameworks for cycling adoption and/or have developed new ones [11,27]. Most of the available studies have grown out of the Theory of Planned Behavior (TPB) proposed by Ajzen [28], which states that behavior can be predicted based on attitudes, perceptions, and social norms [29].…”
Section: Introductionmentioning
confidence: 99%
“…It has been argued that the combination of continuous models and stage-change models, e.g., the Theory of Planned Behavior (TPB) and the Transtheoretical Model of change (TTM), can explain the process of behavior change [21,22]. According to the TPB [23], behavior is guided by beliefs about the likely consequences of a behavior (defined as a favorable or unfavorable attitude), by beliefs about the normative expectations of others (the support of important others as well as inner values and principles), and by beliefs about the presence of factors that may support or hinder the performance of a behavior (defined as perceived behavioral control).…”
Section: Psychological Mechanisms and Stage Changementioning
confidence: 99%
“…In addition to a stage diagnosis, Biehl et al [21] also included strategies for change in order to better understand the adoption process. Out of the ten strategies identified in the TTM, three were chosen; i.e., self-reevaluation (behavior change as an important part of self-identity), self-liberation (commitment linked to personal and social norms), and environmental reevaluation (defined as spatial ability, a sense of community, and evaluation of the built environment).…”
Section: Psychological Mechanisms and Stage Changementioning
confidence: 99%