Modeling cross-national differences in automated vehicle acceptance

The technology that allows fully automated driving already exists and it may gradually enter the market over the forthcoming decades. Technology assimilation and automated vehicle acceptance in different countries is of high interest to many scholars, manufacturers, and policymakers worldwide. We mo...

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Published in:Sustainability
Main Authors: Etzioni S., Hamadneh J., Elvarsson A. B., Esztergar-Kiss D., Djukanovic M., Neophytou S. N., Sodnik J., Polydoropoulou A., Tsouros I., Pronello C., Thomopoulos N., Shiftan Y.
Other Authors: Etzioni, S., Hamadneh, J., Elvarsson, A. B., Esztergar-Kiss, D., Djukanovic, M., Neophytou, S. N., Sodnik, J., Polydoropoulou, A., Tsouros, I., Pronello, C., Thomopoulos, N., Shiftan, Y.
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2020
Subjects:
Online Access:http://hdl.handle.net/11583/2871017
https://doi.org/10.3390/su12229765
https://www.mdpi.com/2071-1050/12/22/9765
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spelling ftpoltorinoiris:oai:iris.polito.it:11583/2871017 2024-02-11T10:05:04+01:00 Modeling cross-national differences in automated vehicle acceptance Etzioni S. Hamadneh J. Elvarsson A. B. Esztergar-Kiss D. Djukanovic M. Neophytou S. N. Sodnik J. Polydoropoulou A. Tsouros I. Pronello C. Thomopoulos N. Shiftan Y. Etzioni, S. Hamadneh, J. Elvarsson, A. B. Esztergar-Kiss, D. Djukanovic, M. Neophytou, S. N. Sodnik, J. Polydoropoulou, A. Tsouros, I. Pronello, C. Thomopoulos, N. Shiftan, Y. 2020 ELETTRONICO http://hdl.handle.net/11583/2871017 https://doi.org/10.3390/su12229765 https://www.mdpi.com/2071-1050/12/22/9765 eng eng MDPI AG info:eu-repo/semantics/altIdentifier/wos/WOS:000594617900001 volume:12 issue:22 firstpage:1 lastpage:22 numberofpages:22 journal:SUSTAINABILITY info:eu-repo/grantAgreement/EC/H2020/WISE-ACT Action CA 16222 http://hdl.handle.net/11583/2871017 doi:10.3390/su12229765 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85095716667 https://www.mdpi.com/2071-1050/12/22/9765 info:eu-repo/semantics/openAccess Automated vehicle Cross-national survey Discrete choice Mixed logit model Panel data User acceptance User preferences info:eu-repo/semantics/article 2020 ftpoltorinoiris https://doi.org/10.3390/su12229765 2024-01-23T23:18:41Z The technology that allows fully automated driving already exists and it may gradually enter the market over the forthcoming decades. Technology assimilation and automated vehicle acceptance in different countries is of high interest to many scholars, manufacturers, and policymakers worldwide. We model the mode choice between automated vehicles and conventional cars using a mixed multinomial logit heteroskedastic error component type model. Specifically, we capture preference heterogeneity assuming a continuous distribution across individuals. Different choice scenarios, based on respondents’ reported trip, were presented to respondents from six European countries: Cyprus, Hungary, Iceland, Montenegro, Slovenia, and the UK. We found that large reservations towards automated vehicles exist in all countries with 70% conventional private car choices, and 30% automated vehicles choices. We found that men, under the age of 60, with a high income who currently use private car, are more likely to be early adopters of automated vehicles. We found significant differences in automated vehicles acceptance in different countries. Individuals from Slovenia and Cyprus show higher automated vehicles acceptance while individuals from wealthier countries, UK, and Iceland, show more reservations towards them. Nontrading mode choice behaviors, value of travel time, and differences in model parameters among the different countries are discussed. Article in Journal/Newspaper Iceland PORTO@iris (Publications Open Repository TOrino - Politecnico di Torino) Sustainability 12 22 9765
institution Open Polar
collection PORTO@iris (Publications Open Repository TOrino - Politecnico di Torino)
op_collection_id ftpoltorinoiris
language English
topic Automated vehicle
Cross-national survey
Discrete choice
Mixed logit model
Panel data
User acceptance
User preferences
spellingShingle Automated vehicle
Cross-national survey
Discrete choice
Mixed logit model
Panel data
User acceptance
User preferences
Etzioni S.
Hamadneh J.
Elvarsson A. B.
Esztergar-Kiss D.
Djukanovic M.
Neophytou S. N.
Sodnik J.
Polydoropoulou A.
Tsouros I.
Pronello C.
Thomopoulos N.
Shiftan Y.
Modeling cross-national differences in automated vehicle acceptance
topic_facet Automated vehicle
Cross-national survey
Discrete choice
Mixed logit model
Panel data
User acceptance
User preferences
description The technology that allows fully automated driving already exists and it may gradually enter the market over the forthcoming decades. Technology assimilation and automated vehicle acceptance in different countries is of high interest to many scholars, manufacturers, and policymakers worldwide. We model the mode choice between automated vehicles and conventional cars using a mixed multinomial logit heteroskedastic error component type model. Specifically, we capture preference heterogeneity assuming a continuous distribution across individuals. Different choice scenarios, based on respondents’ reported trip, were presented to respondents from six European countries: Cyprus, Hungary, Iceland, Montenegro, Slovenia, and the UK. We found that large reservations towards automated vehicles exist in all countries with 70% conventional private car choices, and 30% automated vehicles choices. We found that men, under the age of 60, with a high income who currently use private car, are more likely to be early adopters of automated vehicles. We found significant differences in automated vehicles acceptance in different countries. Individuals from Slovenia and Cyprus show higher automated vehicles acceptance while individuals from wealthier countries, UK, and Iceland, show more reservations towards them. Nontrading mode choice behaviors, value of travel time, and differences in model parameters among the different countries are discussed.
author2 Etzioni, S.
Hamadneh, J.
Elvarsson, A. B.
Esztergar-Kiss, D.
Djukanovic, M.
Neophytou, S. N.
Sodnik, J.
Polydoropoulou, A.
Tsouros, I.
Pronello, C.
Thomopoulos, N.
Shiftan, Y.
format Article in Journal/Newspaper
author Etzioni S.
Hamadneh J.
Elvarsson A. B.
Esztergar-Kiss D.
Djukanovic M.
Neophytou S. N.
Sodnik J.
Polydoropoulou A.
Tsouros I.
Pronello C.
Thomopoulos N.
Shiftan Y.
author_facet Etzioni S.
Hamadneh J.
Elvarsson A. B.
Esztergar-Kiss D.
Djukanovic M.
Neophytou S. N.
Sodnik J.
Polydoropoulou A.
Tsouros I.
Pronello C.
Thomopoulos N.
Shiftan Y.
author_sort Etzioni S.
title Modeling cross-national differences in automated vehicle acceptance
title_short Modeling cross-national differences in automated vehicle acceptance
title_full Modeling cross-national differences in automated vehicle acceptance
title_fullStr Modeling cross-national differences in automated vehicle acceptance
title_full_unstemmed Modeling cross-national differences in automated vehicle acceptance
title_sort modeling cross-national differences in automated vehicle acceptance
publisher MDPI AG
publishDate 2020
url http://hdl.handle.net/11583/2871017
https://doi.org/10.3390/su12229765
https://www.mdpi.com/2071-1050/12/22/9765
genre Iceland
genre_facet Iceland
op_relation info:eu-repo/semantics/altIdentifier/wos/WOS:000594617900001
volume:12
issue:22
firstpage:1
lastpage:22
numberofpages:22
journal:SUSTAINABILITY
info:eu-repo/grantAgreement/EC/H2020/WISE-ACT Action CA 16222
http://hdl.handle.net/11583/2871017
doi:10.3390/su12229765
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85095716667
https://www.mdpi.com/2071-1050/12/22/9765
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.3390/su12229765
container_title Sustainability
container_volume 12
container_issue 22
container_start_page 9765
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