How does environmental concern influence mode choice habits? A mediation analysis

Bouscasse, Joly, Bonnel, 2018, in Transportation Research Part D: Transport and Environment

doi:10.1016/j.trd.2018.01.007
Location Rhône-Alpes region, France
Population General
Sample size 1061
Factor analysis type exploratory factor analysis, promax rotation
Stepwise regression no
Removal of insignificant variables yes
Reviewed by LCM

Abstract

Starting from the intuition that people with high environmental concern have a better perception of public transport and therefore a better perception of the utility of public transport, we construct a theoretical model in which the effect of environmental concern on mode choice habits is mediated by the indirect utility of travel. Travel procures the direct utility of providing access to activities, but it also offers an indirect utility that is inherently personal and perceptual. We approach the indirect utility of public transport by measuring perceptions of time and feelings. The indirect utility of the car is approached by measuring affective and symbolic motives. Taking into account car use habits and habits of public transport use, the results show that people who have a high environmental concern perceive public transport use as easier, more useful and more pleasurable than people who do not have that environmental motivation. Such positive attitudes foster public transport use. Conversely, low environmental concern generates non-instrumental motives for car use, such as affective and symbolic motives. However, the relationship between affective and symbolic motives and car use habits is not robust. We can conclude that environmental concern influences mode choice habits and that the effect is partially mediated by perceptions and feelings towards public transport but not significantly by affective and symbolic motives for car use. © 2018 Elsevier Ltd

Factors

Models

Source variable Target variable Effect p-value Effect type
Environmental concern Car use habits -0.678 0.0 direct_effect
Source variable Target variable Effect p-value Effect type
Environmental concern Affective and symbolic motives for car use -0.483 0.0 direct_effect
Affective and symbolic motives for car use Car use habits 0.471 0.0 direct_effect
Source variable Target variable Effect p-value Effect type
Environmental concern PT habits 0.778 0.0 direct_effect
Source variable Target variable Effect p-value Effect type
Environmental concern Perceptions and feelings towards public transport 0.662 0.0 direct_effect
Perceptions and feelings towards public transport PT habits 0.467 0.0 direct_effect
Source variable Target variable Effect p-value Effect type
Age Environmental concern 0.02 0.001 direct_effect
Age2 Environmental concern -0.0002 0.0 direct_effect
Gender Environmental concern -0.051 0.059 direct_effect
Environmental concern Affective and symbolic motives for car use -0.443 0.0 direct_effect
Age Affective and symbolic motives for car use -0.015 0.012 direct_effect
Age2 Affective and symbolic motives for car use 9e-05 0.0 direct_effect
Gender Affective and symbolic motives for car use 0.105 0.0 direct_effect
Affective and symbolic motives for car use Car use habits 0.114 0.098 direct_effect
Environmental concern Car use habits -0.585 0.0 direct_effect
Age Car use habits 0.053 0.0 direct_effect
Age2 Car use habits -0.001 0.0 direct_effect
Gender Car use habits 0.047 0.366 direct_effect
Urban Car use habits -0.236 0.002 direct_effect
Household Car use habits 0.168 0.0 direct_effect
Source variable Target variable Effect p-value Effect type
Age Environmental concern 0.025 0.002 direct_effect
Age2 Environmental concern -0.0002 0.0 direct_effect
Gender Environmental concern -0.057 0.084 direct_effect
Environmental concern Perceptions and feelings towards public transport 0.645 0.0 direct_effect
Age Perceptions and feelings towards public transport -0.007 0.382 direct_effect
Age2 Perceptions and feelings towards public transport 0.0001 0.0 direct_effect
Gender Perceptions and feelings towards public transport 0.072 0.058 direct_effect
Perceptions and feelings towards public transport PT habits 0.241 0.004 direct_effect
Environmental concern PT habits 0.39 0.0 direct_effect
Age PT habits -0.081 0.0 direct_effect
Age2 PT habits 0.001 0.0 direct_effect
Gender PT habits 0.053 0.422 direct_effect
Urban PT habits 0.346 0.003 direct_effect
Source variable Target variable Effect p-value Effect type
Age Environmental concern 0.024 0.003 direct_effect
Age2 Environmental concern -0.0002 0.0 direct_effect
Gender Environmental concern -0.06 0.069 direct_effect
Environmental concern Perceptions and feelings towards public transport 0.651 0.0 direct_effect
Age Perceptions and feelings towards public transport -0.006 0.453 direct_effect
Age2 Perceptions and feelings towards public transport 0.0001 0.0 direct_effect
Gender Perceptions and feelings towards public transport 0.077 0.043 direct_effect
Perceptions and feelings towards public transport PT habits 0.233 0.007 direct_effect
Environmental concern PT habits 0.438 0.0 direct_effect
Age PT habits -0.082 0.0 direct_effect
Age2 PT habits 0.001 0.0 direct_effect
Gender PT habits 0.073 0.29 direct_effect
Urban PT habits 0.385 0.002 direct_effect
Environmental concern Car use habits -0.563 0.0 direct_effect
Age Car use habits 0.057 0.0 direct_effect
Age2 Car use habits -0.001 0.0 direct_effect
Gender Car use habits 0.057 0.3 direct_effect
Urban Car use habits -0.254 0.002 direct_effect
Household Car use habits 0.155 0.0 direct_effect
PT habits Car use habits -0.233 0.0 covariance
Source variable Target variable Effect p-value Effect type
Age Environmental concern 0.024 0.003 direct_effect
Age2 Environmental concern -0.0002 0.0 direct_effect
Gender Environmental concern -0.061 0.065 direct_effect
Environmental concern Affective and symbolic motives for car use -0.376 0.0 direct_effect
Age Affective and symbolic motives for car use -0.015 0.012 direct_effect
Age2 Affective and symbolic motives for car use 9e-05 0.0 direct_effect
Gender Affective and symbolic motives for car use 0.105 0.0 direct_effect
Environmental concern Perceptions and feelings towards public transport 0.698 0.0 direct_effect
Age Perceptions and feelings towards public transport -0.007 0.382 direct_effect
Age2 Perceptions and feelings towards public transport 0.001 0.0 direct_effect
Gender Perceptions and feelings towards public transport 0.08 0.046 direct_effect
Perceptions and feelings towards public transport PT habits 0.221 0.009 direct_effect
Environmental concern PT habits 0.445 0.0 direct_effect
Age PT habits -0.082 0.0 direct_effect
Age2 PT habits 0.001 0.0 direct_effect
Gender PT habits 0.074 0.29 direct_effect
Urban PT habits 0.385 0.002 direct_effect
Affective and symbolic motives for car use Car use habits 0.091 0.194 direct_effect
Environmental concern Car use habits -0.521 0.0 direct_effect
Age Car use habits 0.057 0.0 direct_effect
Age2 Car use habits -0.001 0.0 direct_effect
Gender Car use habits 0.048 0.383 direct_effect
Urban Car use habits -0.249 0.002 direct_effect
Household Car use habits 0.16 0.0 direct_effect
PT habits Car use habits -0.229 0.0 covariance

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.

sha256:a08d9e369743bf7e6d1c40d27347318209b40a7fb1543813fdcf31b898918815