Talking Cars, Doubtful Users-A Population Study in Virtual Reality
DC Element | Wert | Sprache |
---|---|---|
dc.contributor.author | Derakhshan, Shadi | |
dc.contributor.author | Nezami, Farbod Nosrat | |
dc.contributor.author | Wachter, Maximilian Alexander | |
dc.contributor.author | Czeszumski, Artur | |
dc.contributor.author | Keshava, Ashima | |
dc.contributor.author | Lukanov, Hristofor | |
dc.contributor.author | De Palol, Marc Vidal | |
dc.contributor.author | Pipa, Gordon | |
dc.contributor.author | Koenig, Peter | |
dc.date.accessioned | 2023-02-17T11:35:50Z | - |
dc.date.available | 2023-02-17T11:35:50Z | - |
dc.date.issued | 2022 | |
dc.identifier.issn | 2168-2291 | |
dc.identifier.uri | http://osnascholar.ub.uni-osnabrueck.de/handle/unios/65528 | - |
dc.description.abstract | Autonomous vehicles represent a significant development in our society, and their acceptance will largely depend on trust. This study investigates strategies to increase trust and acceptance by making the cars' decisions. For this purpose, we created a virtual reality (VR) experiment with a self-explaining autonomous car, providing participants with verbal cues about crucial traffic decisions. First, we investigated attitudes toward self-driving cars among 7850 participants using a simplified version of the Technology Acceptance Model (TAM) questionnaire. Results revealed that female participants are less accepting than male participants, and that there is a general decline among all genders. Otherwise in general, a self-explaining car has a positive impact on trust and perceived usefulness. Surprisingly, it adversely affected the intention to use and perceived ease of use. This entails dissociation of trust from the other items of the questionnaire. Second, we analyzed behavioral of 26 750 participants to investigate the effect of self-explaining systems on head movements during the VR drive. We observed significant differences in head movements during the critical events and the baseline periods of the drive between the three driving conditions. Additionally, we demonstrated positive correlations between head movement parameters and the TAM scores, where trust showed the lowest correlation. This provides further evidence of the dissociation of trust from other TAM items. These findings illustrate the benefits of combining subjective questionnaire data with objective behavioral data. Overall, the outcomes indicate a partial dissociation of self-reported trust from intention to use and objective behavioral data. | |
dc.description.sponsorship | University of Osnabruck; German Research Foundation DFG [GRK 2185/1]; German Federal Ministry of Education and Research [16SV8052]; GMH foundation; This work was supported in part by the University of Osnabruck in cooperation with graduate college ``Vertrauen und Akzeptanz in erweiterten und virtuellen Arbeitswelten'' (FN), in part by German Research Foundation DFG, which supported this project in the context of funding the Research Training Group ``Situated Cognition'' under Grant GRK 2185/1.(SD), in part by the German Federal Ministry of Education and Research for the Project ErgoVR (Entwicklung eines Ergonomie-Analyse-Tools in der virtuellen Realitat zur Planung von Arbeitsplatzen in der industriellen Fertigung) under Grant 16SV8052(AK), in part by NBank cooperation Project ``Smart Fidelity Interaktionssystem zur Steigerung der Realitatsnahe bei der Durchfuhrung handwerklicher Tatigkeitenin Virtual Reality(SmartFi),'' and in part by GMH foundation ``Stiftung Stahlwerk Georgsmarienhutte'' (MW). This article was recommended by Associate Editor G. Serra. | |
dc.language.iso | en | |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | |
dc.relation.ispartof | IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS | |
dc.subject | Analysis of variance | |
dc.subject | Angular velocity | |
dc.subject | AUTOMATION | |
dc.subject | Automobiles | |
dc.subject | Autonomous vehicles | |
dc.subject | Computer Science | |
dc.subject | Computer Science, Artificial Intelligence | |
dc.subject | Computer Science, Cybernetics | |
dc.subject | COORDINATION | |
dc.subject | Correlation | |
dc.subject | demographic differences | |
dc.subject | DRIVER | |
dc.subject | HEAD | |
dc.subject | head movement | |
dc.subject | Magnetic heads | |
dc.subject | Resists | |
dc.subject | technology acceptance | |
dc.subject | TECHNOLOGY ACCEPTANCE MODEL | |
dc.subject | TRUST | |
dc.subject | virtual reality (VR) | |
dc.subject | Visualization | |
dc.title | Talking Cars, Doubtful Users-A Population Study in Virtual Reality | |
dc.type | journal article | |
dc.identifier.doi | 10.1109/THMS.2022.3168437 | |
dc.identifier.isi | ISI:000800773600001 | |
dc.description.volume | 52 | |
dc.description.issue | 4 | |
dc.description.startpage | 602 | |
dc.description.endpage | 612 | |
dc.contributor.orcid | 0000-0003-1599-6958 | |
dc.contributor.orcid | 0000-0002-5317-7948 | |
dc.contributor.orcid | 0000-0003-3654-5267 | |
dc.contributor.orcid | 0000-0002-4068-7498 | |
dc.contributor.researcherid | AAQ-9546-2021 | |
dc.contributor.researcherid | AAI-1334-2020 | |
dc.identifier.eissn | 2168-2305 | |
dc.publisher.place | 445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA | |
dcterms.isPartOf.abbreviation | IEEE T. Hum.-Mach. Syst. | |
dcterms.oaStatus | hybrid, Green Submitted | |
local.import.remains | affiliations : University Osnabruck; Vrije Universiteit Amsterdam; University of Hamburg; University Medical Center Hamburg-Eppendorf | |
local.import.remains | earlyaccessdate : MAY 2022 | |
local.import.remains | web-of-science-index : Science Citation Index Expanded (SCI-EXPANDED) | |
crisitem.author.dept | Institut für Kognitionswissenschaft | - |
crisitem.author.dept | Institut für Kognitionswissenschaft | - |
crisitem.author.dept | Institut für Kognitionswissenschaft | - |
crisitem.author.dept | Institut für Kognitionswissenschaft | - |
crisitem.author.dept | FB 05 - Biologie/Chemie | - |
crisitem.author.deptid | institute28 | - |
crisitem.author.deptid | institute28 | - |
crisitem.author.deptid | institute28 | - |
crisitem.author.deptid | institute28 | - |
crisitem.author.deptid | fb05 | - |
crisitem.author.orcid | 0000-0002-7541-4369 | - |
crisitem.author.orcid | 0000-0002-3416-2652 | - |
crisitem.author.orcid | 0000-0003-3654-5267 | - |
crisitem.author.parentorg | FB 08 - Humanwissenschaften | - |
crisitem.author.parentorg | FB 08 - Humanwissenschaften | - |
crisitem.author.parentorg | FB 08 - Humanwissenschaften | - |
crisitem.author.parentorg | FB 08 - Humanwissenschaften | - |
crisitem.author.parentorg | Universität Osnabrück | - |
crisitem.author.grandparentorg | Universität Osnabrück | - |
crisitem.author.grandparentorg | Universität Osnabrück | - |
crisitem.author.grandparentorg | Universität Osnabrück | - |
crisitem.author.grandparentorg | Universität Osnabrück | - |
crisitem.author.netid | CzAr973 | - |
crisitem.author.netid | KeAs045 | - |
crisitem.author.netid | PiGo340 | - |
crisitem.author.netid | KoPe298 | - |
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geprüft am 14.05.2024