What and when to explain? A survey of the impact of explanation on attitudes toward adopting automated vehicles

Q Zhang, XJ Yang, LP Robert - IEEE Access, 2021 - ieeexplore.ieee.org
Automated vehicles (AV) have the potential to decrease driving-related accidents and traffic
congestion and to reduce fuel consumption and carbon emissions. However, because of a …

[HTML][HTML] Look who's talking now: Implications of AV's explanations on driver's trust, AV preference, anxiety and mental workload

N Du, J Haspiel, Q Zhang, D Tilbury… - … research part C …, 2019 - Elsevier
Explanations given by automation are often used to promote automation adoption. However,
it remains unclear whether explanations promote acceptance of automated vehicles (AVs) …

Drivers' age and automated vehicle explanations

Q Zhang, XJ Yang, LP Robert Jr - Sustainability, 2021 - mdpi.com
Automated vehicles (AV) have the potential to benefit our society. Providing explanations is
one approach to facilitating AV trust by decreasing uncertainty about automated decision …

The Impact of Modality, Technology Suspicion, and NDRT Engagement on the Effectiveness of AV Explanations

Q Zhang, C Esterwood, AK Pradhan, D Tilbury… - IEEE …, 2023 - ieeexplore.ieee.org
Explanations—reasons or justifications for action—are being used to promote the
acceptance of automated vehicles (AVs). Yet, it is unclear whether and how the modality of …

Cross-Cultural Investigation of the Effects of Explanations on Drivers' Trust, Preference, and Anxiety in Highly Automated Vehicles

N Du, L Robert, XJ Yang - Transportation research record, 2023 - journals.sagepub.com
This study explored, in consideration of cultural differences, how explanation timing and
permission of the automated vehicle's (AV's) actions affected drivers' trust in, preference for …

Users' understanding of automated vehicles and perception to improve traffic safety—results from a national survey

W Kim, T Kelley-Baker, IN Sener, J Zmud, M Graham… - 2019 - trid.trb.org
As development and testing of automated vehicle (AV) technologies grow, many advanced
driver assistance systems are rapidly being deployed (Zmud & Reed, 2019). This movement …

People with more misconceptions about automated vehicles might be more positive toward them

P Liu, M Du, Z Xu, Y Chu - Transportation research part F: traffic psychology …, 2022 - Elsevier
Automated vehicle (AV) technology is likely to influence transportation, mobility, and society
dramatically. The year 2020 was a horizon year for the AV, as manufacturers expected …

What drives people to use automated vehicles? A meta-analytic review

T Zhang, W Zeng, Y Zhang, D Tao, G Li, X Qu - Accident Analysis & …, 2021 - Elsevier
Lack of consumer acceptance is a prominent barrier to the large-scale adoption of
automated vehicles (AVs). This study investigated the underlying mechanisms for AV …

Evidence of automated vehicle safety's influence on people's acceptance of the automated driving technology

S Wang, Z Li, Y Wang, W Zhao, T Liu - Accident Analysis & Prevention, 2024 - Elsevier
Existing studies identified targeted audiences showing increases in Automated Vehicles
(AV) acceptance after experiencing automated driving. However, there is still uncertainty …

Critical roles of explainability in shaping perception, trust, and acceptance of autonomous vehicles

T Zhang, W Li, W Huang, L Ma - International Journal of Industrial …, 2024 - Elsevier
Despite the advancements in autonomous vehicles (AVs) and their potential benefits,
widespread acceptance of AVs remains low due to the significant barrier of trust. While prior …