Modelling the influence of peers' attitudes on choice behaviour: Theory and empirical application on electric vehicle preferences

F Manca, A Sivakumar, N Daina, J Axsen… - … Research Part A: Policy …, 2020 - Elsevier
… to account for correlated effects within a social network. … in different hybrid choice model
specifications in the context of EVsocial influence as a latent variable. To investigate the travel …

Does electric car knowledge influence car choice? Evidence from a hybrid choice model

M Giansoldati, L Rotaris, M Scorrano… - Research in …, 2020 - Elsevier
impact of the latent variable EC knowledge on purchasing decisions. We estimate a multinomial,
a mixed and two hybrid mixed logit … several traditional and social media discussed with …

Understanding customers' battery electric vehicle sharing adoption based on hybrid choice model

F Jin, E Yao, K An - Journal of Cleaner Production, 2020 - Elsevier
latent variables, and a multinomial logit model is used to comprehensively investigate the
effects of the key factors on carsharing choice. … Regarding the model specification and model …

Investigating heterogeneous preferences for plug-in electric vehicles: Policy implications from different choice models

W Jia, TD Chen - Transportation Research Part A: Policy and Practice, 2023 - Elsevier
… with mixed logit (MXL), latent class (LC), and latent class-mixed … improvement in battery range
shows a weak impact. Furthermore, the … model component uses a mixed logit specification. …

[HTML][HTML] Heterogeneity in job application decisions in two-adult households under social influence: A latent class mixed logit model

B Han, H Timmermans - Travel Behaviour and Society, 2022 - Elsevier
… In this study, we focus on the influence of attitudes in an individual’s social network. It is not
… to very close, in a study on the effect of peers’ attitudes on the choice of electric vehicles. …

A socio-psychological modal choice approach to modelling mobility and energy demand for electric vehicles

K Nguyen, R Schumann - Energy Informatics, 2020 - Springer
… It is followed by a specification of our agent’s decision-making … approach in choice modelling
is the Multinomial logit model, … In this study, we focus on examine effects of different policies …

Personality traits as drivers of social preferences: a mixed logit model application

F Paetz - Journal of Business Economics, 2021 - Springer
… We determine the interaction effects between sociodemographic and personality … latent
class MNL models with personality and clustering of individual preferences resulting from choice-…

… students' stated preferences between alternative car powertrains to forecast electric car uptake in Italy and China: An application of discrete choice and agent-based …

N Liu - 2023 - air.uniud.it
… model is the principal methodology in our research, and we developed a hybrid mixed logit
… the latent variables used in our research have a statistically significant impact on the choice

From government to market? A discrete choice analysis of policy instruments for electric vehicle adoption

L Li, Z Wang, X Xie - Transportation Research Part A: Policy and Practice, 2022 - Elsevier
… and EVs, we reveal the combined effects of vehicle attributes, three … logit, random parameter
logit, mixed logit, latent class, and … specification of function g is linear; and y in is a choice

[PDF][PDF] Journal of choice modelling

F Manca, A Sivakumar, JW Polak - Journal of Choice Modelling, 2022 - researchgate.net
… rate within a social network, and correlated effects related to … For instance, two distinct
Multinomial Logit models(MNL) … an electric vehicle and an internal combustion engine vehicle