Semantic Approach to Capture Psychological Factors Affecting Mode Choice: Comparative Results from Canada and Chile

Abstract Purpose — Study the causal effect of psychological factors on mode choice, using an instrument which gathered attitudinal, affective and habitual behaviour factors, with an application to a Canadian and Chilean sample. Approach — Ad hoc questionnaire used to collect information related to psychological factors, studying the role of these factors upon mode choice using structural equation modelling, combining a measurement model and the latent variables. Findings — Emotional (affective) factors have a strong influence on mode choice, as well as attitudinal and habitual factors. Car users have a strong positive emotion to the transport mode they use when compared with public transport users and transit utilization. Research limitations — The inclusion of social factors, such as norm, role and self-concept, is desirable for a better understanding of people's behaviour regarding transport mode usage. The structural equation modelling was used to analyse the causal effects among factors, but it is not intended to model mode choice. An advanced approach would be to estimate a hybrid discrete choice model. Practical implications — Realizing the real importance of personal psychological factors on mode choice is a key issue when intending to implement mobility and travel demand management strategies. The success of these strategies strongly relies on people's change of behaviour, which does not depend only on instrumental and socio-demographic factors, such as cost, time and income, but also on these very inner personal aspects. Originality/value — Capture psychological factors through a comprehensive survey, which rests on a psychological framework and considers simultaneously attitudinal, affective and habitual personal factors, as well as instrumental and socio-demographic information. Make a comparison among cities belonging to different countries regarding the role of these factors, cities with a different cultural and social background.

[1]  K. Axhausen,et al.  Introduction: Habitual travel choice , 2003 .

[2]  Hong Kam Lo,et al.  EFFECT OF ATTRIBUTE PERCEPTIONS ON MODE CHOICE BEHAVIOR IN A TRANSIT MARKET , 2005 .

[3]  Kees Maat,et al.  The role of attitudes toward characteristics of bicycle commuting on the choice to cycle to work over various distances , 2011 .

[4]  Icek Ajzen,et al.  From Intentions to Actions: A Theory of Planned Behavior , 1985 .

[5]  I. Ajzen The theory of planned behavior , 1991 .

[6]  S. Bamberg,et al.  Does habitual car use not lead to more resistance to change of travel mode? , 2003 .

[7]  Tommy Gärling,et al.  Reintroducing attitude theory in travel behavior research: The validity of an interactive interview procedure to predict car use , 1998 .

[8]  Yuan Tian,et al.  Modelling commuting mode choice with explicit consideration of carpool in the choice set formation , 2011 .

[9]  J. Russell Evidence of Convergent Validity on the Dimensions of Affect , 1978 .

[10]  B. Verplanken,et al.  ATTITUDE VERSUS GENERAL HABIT -- ANTECEDENTS OF TRAVEL MODE CHOICE / , 1994 .

[11]  R. MacCallum,et al.  Applications of structural equation modeling in psychological research. , 2000, Annual review of psychology.

[12]  C. Osgood,et al.  The Measurement of Meaning , 1958 .

[13]  John M. Rose,et al.  Applied Choice Analysis: List of tables , 2005 .

[14]  John M. Rose,et al.  Applied Choice Analysis: A Primer , 2005 .

[15]  Maria Johansson,et al.  The effects of attitudes and personality traits on mode choice , 2006 .

[16]  B. Verplanken Beyond frequency: habit as mental construct. , 2006, The British journal of social psychology.

[17]  J. Garvill,et al.  Interrupting habitual car use : The importance of car habit strength and moral motivation for personal car use reduction , 2008 .

[18]  Cristian Domarchi,et al.  Effect of attitudes, habit and affective appraisal on mode choice: an application to university workers , 2008 .

[19]  Harry Timmermans,et al.  Measuring user benefits of changes in the transport system when traveler awareness is limited , 2009 .

[20]  Max Bulsara,et al.  Active commuting in a university setting: Assessing commuting habits and potential for modal change , 2006 .

[21]  R. Hoyle Structural equation modeling: concepts, issues, and applications , 1997 .

[22]  John M. Rose,et al.  Applied Choice Analysis: List of tables , 2005 .

[23]  Satoshi Fujii,et al.  What does a one-month free bus ticket do to habitual drivers? An experimental analysis of habit and attitude change , 2003 .

[24]  J. Anable,et al.  All Work and No Play? The role of instrumental and affective factors in work and leisure journeys by different travel modes , 2005 .

[25]  Roger Mackett,et al.  Why do people use their cars for short trips? , 2003 .

[26]  B. Verplanken,et al.  Habit and information use in travel mode choices , 1997 .

[27]  David Lois,et al.  The relationship between instrumental, symbolic and affective factors as predictors of car use: A structural equation modeling approach , 2009 .

[28]  Thomas F. Golob,et al.  Structural Equation Modeling For Travel Behavior Research , 2001 .

[29]  David Banister,et al.  The influence of habit formation on modal choice —a Heuristic model , 1978 .

[30]  Till Dannewald,et al.  Incorporating Latent Variables into Discrete Choice Models — A Simultaneous Estimation Approach Using SEM Software , 2008 .

[31]  Shlomo Bekhor,et al.  Latent variables and route choice behavior , 2012 .

[32]  Denis Bolduc,et al.  Hybrid Choice Modeling of New Technologies for Car Choice in Canada , 2008 .

[33]  Khandker Nurul Habib,et al.  Model of Personal Attitudes towards Transit Service Quality , 2011 .

[34]  J. Reeve,et al.  Understanding motivation and emotion , 1991 .

[35]  Glenn Lyons,et al.  The value of integrated multimodal traveller information and its potential contribution to modal change , 2003 .

[36]  T. Nakatsuji,et al.  Psychological Factors Influencing Behavioral Intention toward Future Sky Train Usage in Phnom Penh, Cambodia , 2011 .

[37]  Sebastián Raveau,et al.  Inclusion of latent variables in Mixed Logit models: Modelling and forecasting , 2010 .

[38]  G. Lyons,et al.  Transport and society1 , 2004 .

[39]  J. Carrasco,et al.  Exploring the Role of Psychological Factors in Mode Choice Models by a Latent Variables Approach , 2011 .

[40]  D. Hensher,et al.  Greenhouse gas emissions and australian commuters’ attitudes and behavior concerning abatement policies and personal involvement , 1997 .

[41]  Juan de Dios Ortúzar,et al.  Modeling Discrete Choices in the Presence of Inertia and Serial Correlation , 2007, Transp. Sci..