Taste heterogeneity and market segmentation in freight shippers’ mode choice behaviour

This paper investigates the prevalence of observed and unobserved taste heterogeneity influencing shippers' mode choice behaviour. The study is based on stated preference data collected in Java, Indonesia. The data were analysed using a mixed logit model, capable of accommodating random taste heterogeneity and panel effects associated with stated preference replications. The results indicate the presence of significant levels of taste heterogeneity, only some of which can be accounted for by conventional commodity-type based segmentations. The analysis goes on to apply latent class methods to identify behaviourally homogeneous segments, which also turn out to not depend on commodity types.

[1]  B G Bisson,et al.  FACTORS THAT DETERMINE MODE CHOICE IN THE TRANSPORTATION OF GENERAL FREIGHT , 1986 .

[2]  Chieh-Hua Wen,et al.  Latent class nested logit model for analyzing high-speed rail access mode choice , 2012 .

[3]  M A McGinnis,et al.  A COMPARATIVE EVALUATION OF FREIGHT TRANSPORTATION CHOICE MODELS. IN: TRANSPORT LOGISTICS , 1989 .

[4]  Moshe Ben-Akiva,et al.  Discrete Choice Analysis: Theory and Application to Travel Demand , 1985 .

[5]  John W. Polak,et al.  Capturing Correlation and Taste Heterogeneity with Mixed GEV Models , 2005 .

[6]  Pradeep K. Chintagunta,et al.  Investigating Heterogeneity in Brand Preferences in Logit Models for Panel Data , 1991 .

[7]  Kang-Soo Kim,et al.  Inherent Random Heterogeneity Logit Model for Stated Preference Freight Mode Choice , 2002 .

[8]  Elisabetta Strazzera,et al.  Modeling Elicitation effects in contingent valuation studies: a Monte Carlo Analysis of the bivariate approach , 2005 .

[9]  Gary J. Russell,et al.  A Probabilistic Choice Model for Market Segmentation and Elasticity Structure , 1989 .

[10]  R. Scarpa,et al.  Destination Choice Models for Rock Climbing in the Northeastern Alps: A Latent-Class Approach Based on Intensity of Preferences , 2005, Land Economics.

[11]  José Holguín-Veras,et al.  Revealed Preference Analysis of Commercial Vehicle Choice Process , 2002 .

[12]  R. Gray,et al.  Behavioural approaches to freight transport modal choice , 1982 .

[13]  Chandra R. Bhat,et al.  An Endogenous Segmentation Mode Choice Model with an Application to Intercity Travel , 1997, Transp. Sci..

[14]  M Catalani,et al.  A model of shipper behaviour choice in a domestic freight transport system , 2001 .

[15]  David A. Hensher,et al.  A latent class model for discrete choice analysis: contrasts with mixed logit , 2003 .

[16]  John W. Polak,et al.  A systematic comparison of continuous and discrete mixture models , 2007 .

[17]  Ki-Chan Nam,et al.  A study on the estimation and aggregation of disaggregate models of mode choice for freight transport , 1997 .

[18]  Riccardo Scarpa,et al.  Effects on Welfare Measures of Alternative Means of Accounting for Preference Heterogeneity in Recreational Demand Models , 2008 .

[19]  Joan L. Walker,et al.  Hybrid Choice Models: Progress and Challenges , 2002 .

[20]  H. Mahmassani In Perpetual Motion: Travel Behaviour Research Opportunities and Application Challenges , 2002 .

[21]  P. Boxall,et al.  Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach , 2002 .

[22]  Bill Provencher,et al.  Does accounting for preference heterogeneity improve the forecasting of a random utility model? A case study , 2004 .

[23]  Paul Johnson,et al.  Freight Demand Characteristics and Mode Choice: An Analysis of the Results of Modeling with Disaggregate Revealed Preference Data , 1999 .

[24]  Junyi Zhang,et al.  Analysis of Mode Choice Behaviours based on Latent Class Models , 2003 .

[25]  Dinesh Gopinath,et al.  Modeling heterogeneity in discrete choice proceses : application to travel demand , 1995 .

[26]  William Young,et al.  A Stated preference freight mode choice model , 2003 .

[27]  George Yannis,et al.  Determinants of combined transport's market share , 1998 .

[28]  T Craig,et al.  A BEHAVIORAL MODEL OF MODAL SELECTION , 1973 .

[29]  Chandra R. Bhat,et al.  Recent Methodological Advances Relevant to Activity and Travel Behavior Analysis , 2002 .

[30]  Kenneth E. Train,et al.  Discrete Choice Methods with Simulation , 2016 .

[31]  David A. Hensher,et al.  The Mixed Logit Model: the State of Practice and Warnings for the Unwary , 2001 .