• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 56 Issue 6
Dec.  2021
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Article Contents
YAO Ronghan, YANG Lan, WANG Zhong. Leasing Behavior for Autonomous VehiclesConsidering Latent Variables[J]. Journal of Southwest Jiaotong University, 2021, 56(6): 1153-1160. doi: 10.3969/j.issn.0258-2724.20200593
Citation: YAO Ronghan, YANG Lan, WANG Zhong. Leasing Behavior for Autonomous VehiclesConsidering Latent Variables[J]. Journal of Southwest Jiaotong University, 2021, 56(6): 1153-1160. doi: 10.3969/j.issn.0258-2724.20200593

Leasing Behavior for Autonomous VehiclesConsidering Latent Variables

doi: 10.3969/j.issn.0258-2724.20200593
  • Received Date: 04 Sep 2020
  • Rev Recd Date: 26 Mar 2021
  • Available Online: 01 Apr 2021
  • Publish Date: 01 Apr 2021
  • Combining autonomous vehicle (AV) with time-sharing leasing or peer-to-peer (P2P) leasing, two novel travel modes are provided for travelers. To explore the behavior characteristics of AV rental, travelers’ preferences and influence factors for choosing AV time-sharing leasing, AV P2P leasing, private cars and public transit are analyzed. Based on the preference survey data of travel mode choice, the structural equation-multinomial Logit (SE-MNL) model combining structural equation model (SEM) with multinomial Logit (MNL) model is established, which calibrates the parameters of the observed and latent variables. The comparative analyses are done for the parameter calibration results of the MNL and SE-MNL models. The results show that at 95% confidence level, both the observed variables of travel cost, in-vehicle time, driver’s license status, travel purpose, marital status and the latent variables of convenience, safety, ride experience, ride comfort have significant effects on travelers’ choice of AV time-sharing leasing or P2P leasing. The goodness of fit of the SE-MNL model is 2%~3% higher than that of the MNL model.

     

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