Feeling like cycling? Psychological factors related to cycling as a mode choice

Gabrhel, 2019, in Transactions on Transport Sciences

doi:10.5507/tots.2019.006
Location Litomerice, Czech Republic
Population General
Sample size 1301
Factor analysis type exploratory factor analysis, varimax rotation
Stepwise regression no
Removal of insignificant variables no
Reviewed by LCM

Abstract

Despite the undeniable benefits of cycling, this mode of transport is still somewhat underdeveloped in many European countries such as in the Czech Republic. The limited number of trips by bike may be explained by the objective factors, like the natural environment inconvenient for cycling. However, objective factors play the role only to some degree. There are also subjective or psychological factors associated with choosing a mode of transport. This study focuses on the perceptions and attitudes related to riding a bicycle. The data was collected through a survey in the Czech municipality Litomerice, as a part of Litomerice's sustainable urban mobility plan. The sample consisted of 1 301 inhabitants of Litomerice of the age of 6 and older. The mean age was 48 years and the median age 49 years. Women represented 52% (682 persons) of the sample. Overall, 34% (i.e. 400) respondents stated that they ride bicycles as their leisure. Another 10% (111) of them also ride a bike when they travel to work, school or shop. The remaining 57% (i.e. 671) of the respondents indicated that they do not cycle at all. Also, the respondents answered 12 statements covering their opinions related to cycling in Litomerice based on the theory of planned behaviour. Answers of the respondents on these variables correlated and the exploratory factor analysis with the minimum residual estimator and varimax rotation indicated three underlying factors. The first one contained attitudes towards traffic safety when riding a bike and the state of cycling infrastructure in Litomerice. The second factor represented subjective views on the landscape as a barrier for cycling in Litomerice. The third factor reflected the normative dimension of cycling. Multinomial logistic regression included subjective views as well as sociodemography in the model predicting bicycle usage. It was found that when a person valued cycling in terms of norms, this person was more likely to ride a bicycle in comparison to a person who indicated no cycling at all. Also, respondents who cycled did not tend to see the landscape in Litomerice as something discouraging them from riding a bike, at least in comparison to those who did not cycle at all. Finally, respondents who saw the current traffic in Litomerice as safe for cyclists, as well as those who considered the cycling infrastructure as developed, were less likely to be those who rode a bike in reality. These findings could be used for the preparation as well as for the implementation of the transport policy as they reveal psychological barriers for riding a bike. Also, the results of this study provide support for including psychological measures in sustainable urban mobility plans, as well as in travel behaviour surveys in general. © 2019 Palacky University in Olomouc. All rights reserved.

Factors

Models

Dependent variable Cycle for recreational purposes versus not cycling at all
Model type Multinomial logit
Sample size 1301
R2 nan
Adjusted R2
Pseudo R2 (nan) nan
AIC nan
BIC nan
Log-likelihood at zero nan
Log-likelihood at constants nan
Log-likelihood at convergence nan
Variable Coefficient p-value
Intercept 2.29 0.0
Gender (women) -0.53 0.021
Age -0.02 0.046
Landscape -0.48 0.001
Lifestyle 0.34 0.015
Safety infrastrucure -0.26 0.004
Low quality of air in Litomerice decreases my willingness to ride a bike (agree) -0.46 0.056
The town should build a network of bike paths even if it meant reducing the number of parking slots for cars (agree) -0.18 0.453
Number of cars in the streets of Litomerice reduces my willingness to ride a bicycle (agree) 0.04 0.873
Dependent variable Cycle for all purposes versus not cycling at all
Model type Multinomial logit
Sample size 1301
R2 nan
Adjusted R2
Pseudo R2 (nan) nan
AIC nan
BIC nan
Log-likelihood at zero nan
Log-likelihood at constants nan
Log-likelihood at convergence nan
Variable Coefficient p-value
Intercept -0.23 0.787
Gender (women) -0.31 0.333
Age -0.01 0.317
Landscape -0.47 0.014
Lifestyle 0.64 0.008
Safety infrastrucure -0.46 0.0
Low quality of air in Litomerice decreases my willingness to ride a bike (agree) -0.19 0.565
The town should build a network of bike paths even if it meant reducing the number of parking slots for cars (agree) 0.14 0.681
Number of cars in the streets of Litomerice reduces my willingness to ride a bicycle (agree) -0.34 0.332

The Attitudes and Travel Database is produced with support from the Center for Teaching Old Models New Tricks at Arizona State University, a University Transportation Center sponsored by the US Department of Transportation through Grant No. 69A3551747116.

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