Paving the way for autonomous Vehicles: Understanding autonomous vehicle adoption and vehicle fuel choice under user heterogeneity

Y Guo, D Souders, S Labi, S Peeta, I Benedyk… - … Research Part A: Policy …, 2021 - Elsevier
… to use AVs and to purchase battery-electric AVs (EAVs) and gasoline-powered AVs (GAVs)
under travel and user heterogeneity. … factors of their intention to use AVs and purchase EAVs. …

Heterogeneity of autonomous vehicle adoption behavior due to peer effects and prior-AV knowledge

Y Ding, R Li, X Wang, J Schmid - Transportation, 2022 - Springer
… To date, there is relatively little study on how peer effects influence autonomous vehicles (AVs…
, the use of susceptibility and market penetration rate can capture the heterogeneity of peer …

Understanding the impact of heterogeneous rider preferences on a shared autonomous vehicle system

M Lokhandwala, H Cai - Transportation Research Part F: Traffic Psychology …, 2020 - Elsevier
… We use an agent-based model to simulate these preferences in a system of pooled
autonomous vehicles. We use mixture experiments to vary the proportion of riders within these five …

Modeling consumer affinity towards adopting partially and fully automated vehicles–The role of preference heterogeneity at different geographic levels

B Wali, P Santi, C Ratti - Transportation research part C: emerging …, 2021 - Elsevier
… (CAVs) and fully AVs (FAVs) (Level 5 automation), and how it relates to sustainable travel
behavior, user valuation of different vehicle attributes, (electric) vehicle ownership, and safety …

Modeling connected and autonomous vehicles in heterogeneous traffic flow

L Ye, T Yamamoto - Physica A: Statistical Mechanics and its Applications, 2018 - Elsevier
… Since the heterogeneous flow model established in our work is a two-lane flow model. We
cannot use the empirical data directly in the validation process. In order to take into account …

User preferences regarding autonomous vehicles

CJ Haboucha, R Ishaq, Y Shiftan - Transportation research part C …, 2017 - Elsevier
… Despite the advantages, individuals are often hesitant to embrace new technology; this paper
aims to better understand who will use autonomous vehicles under various scenarios and …

Heterogeneous attitudes toward autonomous vehicles: evaluation of consumer acceptance of vehicle automation technology using a latent class approach

H Kim, HB Moon - Technology Analysis & Strategic Management, 2022 - Taylor & Francis
… from vehicle automation. This study analyzes consumers’ heterogeneous preferences for
autonomous vehicles … and higher innovativeness tend to belong to the technology-friendly user

Preference heterogeneity in mode choice for car-sharing and shared automated vehicles

F Zhou, Z Zheng, J Whitehead, S Washington… - … Research Part A: Policy …, 2020 - Elsevier
… across individuals towards shared automated vehicles (SAVs… the likelihood of choosing to
use privately owned travel tools, … this study reveal that these user groups in fact hold negative …

A tale of two modes: Who will use single user and shared autonomous vehicles

C Gkartzonikas, Y Ke, K Gkritza - Case studies on transport policy, 2022 - Elsevier
… also used to capture heterogeneous preferences. Therefore, … ) to capture preference
heterogeneity. The results suggest that … half of commuters do not use their private vehicles for their …

Latent heterogeneity in autonomous driving preferences and in-vehicle activities by travel distance

J Lee, E Lee, J Yun, JH Chung, J Kim - Journal of transport geography, 2021 - Elsevier
heterogeneity across classes and travel distances. The estimation results show that three
classes, we labeled as competitive, autonomous vehicle oriented, human-driven vehicleuse