Modelling users' behaviour in inter-urban carsharing program: A stated preference approach

被引:131
作者
de Luca, Stefano [1 ]
Di Pace, Roberta [1 ]
机构
[1] Univ Salerno, Dept Civil Engn, I-84084 Fisciano, SA, Italy
关键词
Carsharing; Inter-urban; Mode choice; Random utility theory; Stated preferences; Switching behaviour; MOBILITY; IMPACTS; DEMAND;
D O I
10.1016/j.tra.2014.11.001
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this paper, the effects of a inter-urban carsharing program on users' mode choice behaviour were investigated and modelled through specification, calibration and validation of different modelling approaches founded on the behavioural paradigm of the random utility theory. To this end, switching models conditional on the usually chosen transport mode, unconditional switching models and holding models were investigated and compared. The aim was threefold: (i) to analyse the feasibility of a inter-urban carsharing program; (ii) to investigate the main determinants of the choice behaviour; (iii) to compare different approaches (switching vs. holding; conditional vs. unconditional); (iv) to investigate different modelling solutions within the random utility framework (homoscedastic, heteroscedastic and cross-correlated closed-form solutions). The set of models was calibrated on a stated preferences survey carried out on users commuting within the metropolitan area of Salerno, in particular with regard to the home-to-work trips from/to Salerno (the capital city of the Salerno province) to/from the three main municipalities belonging to the metropolitan area of Salerno. All of the involved municipalities significantly interact each other, the average trip length is about 30 km a day and all are served by public transport. The proposed carsharing program was a one-way service, working alongside public transport, with the possibility of sharing the same car among different users, with free parking slots and free access to the existent restricted traffic areas. Results indicated that the interurban carsharing service may be a substitute of the car transport mode, but also it could be a complementary alternative to the transit system in those time periods in which the service is not guaranteed or efficient. Estimation results highlighted that the conditional switching approach is the most effective one, whereas travel monetary cost, access time to carsharing parking slots, gender, age, trip frequency, car availability and the type of trip (home-based) were the most significant attributes. Elasticity results showed that access time to the parking slots predominantly influences choice probability for bus and carpool users; change in carsharing travel costs mainly affects carpool users; change in travel costs of the usually chosen transport mode mainly affects car and carpool users. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:59 / 76
页数:18
相关论文
共 59 条
[1]  
Abraham J. E., 2000, J WORLD TRANSPORT PO
[2]  
[Anonymous], 2009, Expand. Expanding Sphere of Travel Behaviour Research: Selected Papers from the 11th International Conference on Travel Behaviour Research, DOI DOI 10.1016/j.ecolecon.2018.12.016
[3]  
Barth M, 2006, TRANSPORT RES REC, P106
[4]  
Ben-Akiva M., 1985, Discrete Choice Analysis: Theory and Application to Travel Demand, V2, P575
[5]   ESTIMATION OF SWITCHING MODELS FROM REVEALED PREFERENCES AND STATED INTENTIONS [J].
BENAKIVA, M ;
MORIKAWA, T .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 1990, 24 (06) :485-495
[6]  
Burkhardt JE, 2006, TRANSPORT RES REC, P98
[7]   Smarter choices: Assessing the potential to achieve traffic reduction using 'soft measures' [J].
Cairns, S. ;
Sloman, L. ;
Newson, C. ;
Anable, J. ;
Kirkbride, A. ;
Goodwin, P. .
TRANSPORT REVIEWS, 2008, 28 (05) :593-618
[8]   Multilayer feedforward networks for transportation mode choice analysis: An analysis and a comparison with random utility models [J].
Cantarella, GE ;
de Luca, S .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2005, 13 (02) :121-155
[9]  
Cascetta E., 2009, TRANSPORTATION SYSTE
[10]  
Cascetta E., 2014, RES TRANSPO IN PRESS