Heterogeneous Valuation of Quality Dimensions of Railway Freight Service by Chinese Shippers: Choice-Based Conjoint Analysis

This paper operationalizes and tests approaches to identify market segments for rail freight services and measures the importance that customers attach to rail service attributes (i.e., transport cost, time, frequency, reliability, and safety). The approach is based on choice-based conjoint analysis in which heterogeneity is captured by means of latent-class analysis. The research is novel in several respects. First, it addresses the diverse valuation of service preferences by shippers who use rail transport. Second, besides estimates for rail users who contract for transport services, the analysis also arrives at new estimates for forwarders as immediate clients for rail services. Third, in addition to the conventional random utility maximization (RUM) model, the paper discusses trials with a random regret minimization (RRM) model and a hybrid RUM-RRM model. Finally, the research produces unique values for China, one of the largest rail transport markets in the world.

[2]  Mogens Fosgerau,et al.  Investigating the distribution of the value of travel time savings , 2006 .

[3]  C Terence,et al.  The Value of Time and Reliability: Measurement from a Value Pricing Experiment , 2003 .

[4]  Gin-Shuh Liang,et al.  Applying fuzzy quality function deployment to identify service management requirements for an ocean freight forwarder , 2006 .

[5]  K. Train,et al.  Estimation on stated-preference experiments constructed from revealed-preference choices , 2008 .

[6]  R. Gray,et al.  Factors Influencing Freight Service Choice for Shippers and Freight Suppliers , 1993 .

[7]  Caspar G. Chorus,et al.  Stated choices and benefit estimates in the context of traffic calming schemes: utility maximization, regret minimization, or both? , 2014 .

[8]  Yaron Hollander,et al.  Direct versus indirect models for the effects of unreliability , 2006 .

[9]  Caspar G. Chorus,et al.  Random regret minimization for consumer choice modeling: Assessment of empirical evidence , 2013 .

[10]  G. Shainesh,et al.  Service Quality Measurement: The Case of Railway Freight Services , 2000 .

[11]  W. Dullaert,et al.  Monetary values of freight transport quality attributes: A sample of Tanzanian firms , 2011 .

[12]  Juha Mikola,et al.  Value of Time in Freight Transport in Finland , 2000 .

[13]  Chin-Shan Lu.  The impact of carrier service attributes on shipper–carrier partnering relationships: a shipper’s perspective , 2003 .

[14]  Gerard de Jong,et al.  Value of Freight Travel-Time Savings , 2007 .

[15]  Tony Fowkes,et al.  The design and interpretation of freight stated preference experiments seeking to elicit behavioural valuations of journey attributes , 2007 .

[16]  Angela Stefania Bergantino,et al.  Monetary values of transport service attributes: land versus maritime ro-ro transport. An application using adaptive stated preferences , 2008 .

[17]  C. Chorus.  A New Model of Random Regret Minimization , 2010, European Journal of Transport and Infrastructure Research.

[18]  Marit Killi,et al.  Values of transport time and reliability for railway freight , 2012 .

[19]  Richard T. Carson,et al.  A Common Nomenclature for Stated Preference Elicitation Approaches , 2011 .

[20]  Marco Kouwenhoven,et al.  Preliminary monetary values for the reliability of travel times in freight transport , 2009 .

[21]  M. A. Mcginnis,et al.  Shipper Attitudes Toward Freight Transportation Choice: A Factor Analytic Study , 1979 .

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

[23]  Rong-Tsu Wang,et al.  Improving service quality using quality function deployment: The air cargo sector of China airlines , 2007 .

[24]  Merja Halme,et al.  Estimation methods for choice-based conjoint analysis of consumer preferences , 2011, Eur. J. Oper. Res..

[25]  Hsing-chung Chu.  Exploring preference heterogeneity of air freight forwarders in the choices of carriers and routes , 2014 .

[26]  Vithala R. Rao,et al.  Choice Based Conjoint Studies: Design and Analysis , 2014 .

[27]  Chris Nash,et al.  Investigating the market for inter-modal freight technologies , 1991 .

[28]  Aura Reggiani,et al.  Freight Transport and the Value of Travel Time Savings: A Meta‐analysis of Empirical Studies , 2007 .

[29]  T. Oum.  A CROSS SECTIONAL STUDY OF FREIGHT TRANSPORT DEMAND AND RAIL-TRUCK COMPETITION IN CANADA , 1979 .

[30]  Romeo Danielis,et al.  Logistics managers’ stated preferences for freight service attributes , 2005 .

[31]  Romeo Danielis,et al.  Attribute cut-offs in freight service selection , 2007 .

[32]  Teodor Gabriel Crainic,et al.  Service network design in freight transportation , 2000, Eur. J. Oper. Res..

[33]  K. Cullinane,et al.  IDENTIFYING INFLUENTIAL ATTRIBUTES IN FREIGHT ROUTE/MODE CHOICE DECISIONS: A CONTENT ANALYSIS , 2000 .

[34]  L. García-Menéndez,et al.  Valuing Freight Transport Time using Transport Demand Modelling: A Bibliographical Review , 2011 .

[35]  Cynthia Barnhart,et al.  Network Design for Express Shipment Delivery , 2002, Comput. Optim. Appl..

[36]  A S Fowkes,et al.  FREIGHT ROAD USER VALUATIONS OF THREE DIFFERENT ASPECTS OF DELAY , 2001 .

[37]  G. de Jong,et al.  Modelling freight transport , 2014 .

[38]  David M Levinson,et al.  Value of Travel Time Reliability: A Review of Current Evidence , 2010 .

[39]  Mark D. Uncles,et al.  Discrete Choice Analysis: Theory and Application to Travel Demand , 1987 .

[40]  Andrew Daly,et al.  Allowing for heterogeneous decision rules in discrete choice models: an approach and four case studies , 2011 .

[41]  Marco Boeri,et al.  Regret minimisation and utility maximisation in a freight transport context , 2014 .

[42]  Marco Kouwenhoven,et al.  New SP-values of time and reliability for freight transport in the Netherlands , 2014 .

[43]  Murtaza Haider,et al.  Shipper Preferences Suggest Strong Mistrust of Rail , 2007 .

[44]  Luiz Francisco Modenese Vieira,et al.  The value of service in freight transportation , 1992 .

[45]  Kriangkrai Arunotayanun,et al.  Taste heterogeneity and market segmentation in freight shippers’ mode choice behaviour , 2011 .