Adoption and willingness to pay for autonomous vehicles: attitudes and latent classes

A Rahimi, G Azimi, H Asgari, X Jin - Transportation research part D …, 2020 - Elsevier
… In this regard, this study applies a two-stage model to a) identify latent classes of the … and
incorporating a distinct set of attitudes for each class. This approach is expected to provide a …

[HTML][HTML] Automated vehicle collisions in California: Applying Bayesian latent class model

S Das, A Dutta, I Tsapakis - IATSS research, 2020 - Elsevier
… A significant finding demonstrated by Class 6 is that when a vehicle was in autonomous
mode, there was a high likelihood of adverse weather collision occurrences when the vehicle's

Preferences for shared automated vehicles: A hybrid latent class modeling approach

S Etzioni, RA Daziano, E Ben-Elia, Y Shiftan - Transportation Research Part …, 2021 - Elsevier
… We use a discrete distribution to capture taste heterogeneity of distinct latent classes. Latent
variables, socio-demographics and travel … User preferences regarding autonomous vehicles

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
… effects from vehicle automation. This study analyzes consumers’ heterogeneous preferences
for autonomous vehicles using a discrete choice experiment and a latent class model, …

Future transport vision propensity segments: A latent class analysis of autonomous taxi market

J Dai, XC Wang, W Ma, R Li - Transportation Research Part A: Policy and …, 2023 - Elsevier
Autonomous vehicle (AV) is considered a promising mode of transport that has been tested
and deployed in various cities worldwide. However, research on how AVs will transform the …

Shared versus private mobility: Modeling public interest in autonomous vehicles accounting for latent attitudes

F Nazari, M Noruzoliaee, AK Mohammadian - Transportation Research Part …, 2018 - Elsevier
… Emerging autonomous vehicles (AVs) and shared mobility systems per se will transform
urban passenger transportation. Coupled together, shared AVs (SAVs) can facilitate widespread …

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
… that three classes, we labeled as competitive, autonomous vehicle oriented, human-driven …
to this study because they applied the latent class models to explore taste heterogeneity of …

Clusters of potential autonomous vehicles users according to propensity to use individual versus shared vehicles

S Pettigrew, LM Dana, R Norman - Transport Policy, 2019 - Elsevier
… This outcome is likely due to the methodological approach adopted in the present study
that involved the generation of latent classes that are based on variables associated with AV-…

Quantifying the consumer's dependence on different information sources on acceptance of autonomous vehicles

I Sharma, S Mishra - Transportation research part A: policy and practice, 2022 - Elsevier
… We utilize latent class analysis to segregate the sample based … As per latent class analysis,
a discrete latent variable can … and conditional on latent class variables (Kemperman and …

Identification of user groups of autonomous shuttle buses: A latent profile analysis

F Schandl, P Fischer, M Hudecek - 2023 - osf.io
… establishment and use of autonomous vehicles. Numerous studies … of autonomous vehicles.
This makes it more relevant to identify potential user profiles to adapt autonomous vehicles