acceptance adoption

Public acceptance and adoption of vehicle automation: attitudes, intention to use, willingness to ride or buy, technology acceptance model (TAM/UTAUT) applications to automated vehicles, survey studies of consumer readiness for driverless technology, and determinants of AV adoption. The societal/consumer uptake question, distinct from trust_calibration (a driver dynamically matching reliance to system capability during use) and from adas_effectiveness (measured safety benefit).

702 paper(s) · ranked by relevance to this topic

  1. Customer Intentions Towards Autonomous Vehicles in South Africa: An Extended UTAUT Model · 2020 · MORRISON, GORDON MACKAY et al. · indexed
  2. User Acceptance of Adoption of Autonomous Vehicles · 2023 · Alshkeili, Afnan et al. · indexed
  3. Assessing public perception of self-driving cars · 2019 · Hewitt, Charlie et al. · indexed
  4. Perceptions of Autonomous Vehicles: A Case Study of Jordan · 2023 · Abudayyeh, Dana et al. · indexed
  5. The Impacts and Adoption of Connected and Automated Vehicles in Tennessee · 2021 · Mishra, Sabyasachee et al. · archived
  6. Barriers to AV Bus Acceptance: A National Survey and Research Agenda · 2021 · Esterwood, Connor et al. · indexed
  7. Consumer Comfort with Vehicle Automation: Changes Over Time · 2019 · Lee, Chaiwoo et al. · archived
  8. Self-Driving Vehicles: Determinants of Adoption and Conditions of Usage · 2016 · Zmud, Johanna et al. · indexed
  9. User Acceptance of Fully Autonomous Public Transport · 2017 · Pakusch, Christina et al. · indexed
  10. Investigating the Importance of Trust on Adopting an Autonomous Vehicle · 2015 · Choi, Jong Kyu et al. · indexed
  11. What Drives Commuters to Pay for Autonomous Vehicles? · 2021 · Rahimi, Alireza et al. · indexed
  12. Public Understanding and Perception of Automated Vehicles, United States, 2018 – 2020 · 2022 · AAA Foundation for Traffic Safety · archived
  13. Consumer Acceptance in Measuring Greece’s Readiness for Transport Automation · 2022 · Gaitanidou, Evangelia et al. · indexed
  14. Young adults’ acceptance of shared autonomous vehicles in an urban-university setting · 2025 · Etminani-Ghasrodashti, Roya et al. · archived
  15. The Perception of Autonomous Driving in Rural Communities · 2023 · Chang, Kevin et al. · archived
  16. Expectations and Trust in Automated Vehicles · 2020 · Zhang, Qiaoning et al. · archived
  17. A Review of Empirical Studies on User Acceptance of Driver Assistance Systems · 2015 · Md Isa, Mohd Hafzi et al. · indexed
  18. Preparing for a Driverless Future · 2020 · Piatkowski, Daniel P et al. · archived
  19. Modeling User Acceptance of In-Vehicle Applications for Safer Road Environment · 2022 · Razak, Siti Fatimah Abdul et al. · indexed
  20. Exploring willingness to use shared autonomous vehicles · 2023 · Patel, Ronik Ketankumar et al. · indexed
  21. Enhanced mobility for aging populations using automated vehicles. · 2015 · Duncan, Mike et al. · archived
  22. Users’ Trust in and Concerns about Automated Driving Systems · 2021 · AAA Foundation for Traffic Safety · archived
  23. Individual Differences and Expectations of Automated Vehicles · 2021 · Zhang, Qiaoning · archived
  24. Predicting information technology usage in the car · 2012 · Osswald, Sebastian et al. · indexed
  25. Training Drivers to Automated Vehicles · 2023 · Mangharam, Rahul et al. · archived
  26. Autonomous Last-Mile Logistics in Emerging Markets: A Study on Consumer Acceptance · 2025 · Sinesio, Emerson Philipe et al. · indexed
  27. Let’s Share a Ride into the Future · 2021 · Schuß, Martina et al. · indexed
  28. Investigating Autonomous Vehicle Impacts on Individual Activity-Travel Behavior · 2020 · Dannemiller, Katherine A. et al. · archived
  29. Trust in Automated Vehicles under Normal and Drowsy Driving Conditions · 2023 · Morris, Nichole L. et al. · indexed
  30. Who Wants an Automated Vehicle? · 2022 · Thurlow, David A. et al. · archived
  31. Modelling driver acceptance of driver support systems · 2018 · Rahman, Md Mahmudur et al. · indexed
  32. Who Wants an Automated Vehicle? · 2019 · Thurlow, David A. et al. · archived
  33. Role of Innovativeness in US Electric Air Taxi Adoption Dynamics · 2025 · Subedi, Atul et al. · archived
  34. Automated Driving · 2017 · Diepold, Katharina et al. · indexed
  35. Driver heterogeneity in willingness to give control to conditional automation · 2024 · Ansar, Muhammad Sajjad et al. · archived
  36. Automated Driving System, Male, or Female Driver · 2016 · Wintersberger, Philipp et al. · indexed
  37. Meeting User Needs in Vehicle Automation · 2022 · Drewitz, Uwe et al. · archived
  38. Towards Autonomous Cars · 2014 · Rödel, Christina et al. · indexed
  39. Future cities and autonomous vehicles: analysis of the barriers to full adoption · 2020 · Bezai, Nacer Eddine et al. · indexed
  40. User response to autonomous vehicles and emerging mobility systems · 2018 · Akar, Gulsah et al. · archived
  41. Public Perception of the Collection and Use of Connected Vehicle Data · 2021 · Acharya, Sailesh et al. · archived
  42. Do we trust automated vehicles? A driving simulator study · 2024 · De, Giulia et al. · archived
  43. Consumer Use & Adoption of Advanced Vehicle Systems · 2019 · Seppelt, Bobbie et al. · archived
  44. Perception and Control for Connected and Automated Vehicles · 2020 · Sciarretta, Antonio et al. · archived
  45. Public acceptance of driverless shuttles in Norway · 2019 · Roche-Cerasi, Isabelle · indexed
  46. Examining Driver Takeover Decisions and Trust of AVs at Rural Intersections · 2026 · Morris, Nichole L. et al. · archived
  47. Consumer Education and Training for Vehicle Automation: Outcomes from an Expert Workshop · 2024 · AAA Foundation for Traffic Safety · archived
  48. Motorists' preferences for different levels of vehicle automation · 2015 · Schoettle, Brandon et al. · indexed
  49. A Cross-Cultural Study of Trust Building in Autonomous Vehicles · 2018 · Du, Na et al. · indexed
  50. Building Trust Profiles in Conditionally Automated Driving · 2023 · Avetisyan, Lilit et al. · archived
  51. Pedestrian Behavior and Interaction With Autonomous Vehicles · 2022 · Lownes, Nicholas et al. · archived
  52. Identifying Outcome Measures to Evaluate Drivers’ Knowledge of Vehicle Automation · 2024 · AAA Foundation for Traffic Safety · archived
  53. State-of-the-Art Review of the Key Factors Affecting Electric Vehicle Adoption by Consumers · 2022 · Anastasiadou, Konstantina et al. · indexed
  54. Drivers’ trust in an autonomous system · 2016 · Wright, Timothy J. et al. · indexed
  55. What’s a Connected Vehicle Worth to You? · 2017 · NHTSA · archived
  56. Vehicle Owners’ Experiences with and Reactions to Advanced Driver Assistance Systems · 2018 · AAA Foundation for Traffic Safety · archived
  57. Vehicle Automation Field Test: Impact on Driver Behavior and Trust · 2020 · Morales-Alvarez, Walter et al. · archived
  58. Electric vehicles revisited: a review of factors that affect adoption · 2016 · Coffman, Makena et al. · indexed
  59. Trusting autonomous vehicles: An interdisciplinary approach · 2020 · Raats, Kaspar et al. · indexed
  60. The Effect of Vehicle Automation Styles on Drivers' Emotional State · 2023 · Alsaid, Areen et al. · indexed
  61. The Effect of Vehicle Automation Styles on Drivers’ Emotional State · 2023 · Alsaid, Areen et al. · indexed
  62. Interactions of Automated Vehicles with Road Users · 2022 · Dey, Debargha et al. · archived
  63. Autonomous Driving in the Real World · 2016 · Dikmen, Murat et al. · indexed
  64. Drivers' Age and Automated Vehicle Explanations · 2021 · Zhang, Qiaoning · archived
  65. Northeast Autonomous and Connected Vehicle Summit Report · 2018 · Jackson, Eric et al. · archived
  66. Volvo Drivers’ Experiences With Advanced Crash Avoidance and Related Technologies · 2013 · Eichelberger, Angela H. et al. · indexed
  67. Explanations and Expectations · 2018 · Haspiel, Jacob et al. · indexed
  68. A Role for Robots in Automated Driving Systems · 2016 · Bertram, Torsten · archived
  69. Differing Perceptions of Advanced Driver Assistance Systems (ADAS) · 2016 · Crump, Caroline et al. · indexed
  70. Drivers of Electric Vehicle Adoption in Nigeria · 2024 · Ajao, Qasim et al. · archived
  71. Takeover Transition in Autonomous Vehicles: A YouTube Study · 2019 · Zhou, Feng et al. · archived
  72. Bystander Interactions With Failing Vehicle Autonomy · 2018 · Steinfeld, Aaron et al. · archived
  73. Is Greece Ready for Autonomous Vehicles? A Methodological Approach · 2020 · Mylonas, Chrysostomos et al. · indexed
  74. Assessment of Autonomous Vehicle Sharing for Evacuation and Disaster Relief · 2021 · Padmanabhan, Bhavya et al. · archived
  75. To Trust or Not to Trust? A Simulation-Based Experimental Paradigm · 2018 · Knodler Jr., Michael A. et al. · archived
  76. System Dynamics Models of Automated Vehicle Impacts · 2023 · Smith, Scott et al. · archived
  77. Towards Autonomous Vehicles · 2013 · Schwarz, Chris et al. · archived
  78. Building Contextualized Trust Profiles in Conditionally Automated Driving · 2024 · Avetisyan, Lilit et al. · archived
  79. Automated Vehicles, On-Demand Mobility, and Environmental Impacts · 2015 · Greenblatt, Jeffery B. et al. · archived
  80. Human factors issues for automated vehicles · 2012 · Harvey, Catherine · indexed
  81. Context-Adaptive Management of Drivers’ Trust in Automated Vehicles · 2020 · Azevedo-Sa, Hebert et al. · archived
  82. Emissions Impact of Connected and Automated Vehicle Deployment in California · 2021 · Circella, Giovanni et al. · archived
  83. OLDER ADULT DRIVERS’ CHALLENGES AND IN-VEHICLE TECHNOLOGY ACCEPTANCE · 2017 · Motamedi, Sanaz et al. · archived
  84. Benefits estimation framework for automated vehicle operations. · 2015 · Smith, Scott et al. · archived
  85. National Understanding and Acceptance of Occupant Protection Systems · 1986 · Loux, Suzanne B. et al. · archived
  86. Evaluating feedback requirements for trust calibration in automated vehicles · 2021 · Wintersberger, Philipp et al. · indexed
  87. Analysis of a consumer survey on plug-in hybrid electric vehicles · 2014 · Krupa, Joseph S. et al. · archived
  88. Mapping Comprehension of ADAS across Different Road Users · 2023 · AAA Foundation for Traffic Safety · archived
  89. Use of Advanced In-Vehicle Technology by Younger and Older Early Adopters · 2008 · AAA Foundation for Traffic Safety · indexed
  90. Anticipated emotions associated with trust in autonomous vehicles · 2022 · Avetisian, Lilit et al. · archived
  91. Emerging Transportation Innovations: Promises and Pitfalls · 2022 · Labi, Samuel et al. · archived
  92. Macroscopic Safety Requirements for Highly Automated Driving · 2019 · Junietz, Philipp et al. · indexed
  93. Conference proceedings of the Northeast Autonomous Vehicle Summit. · 2017 · Simler, Tara et al. · archived
  94. From Manual Driving to Automated Driving · 2019 · Ayoub, Jackie et al. · archived
  95. Changing technology in transportation : automated vehicles in freight. · 2017 · Ginsburg, Robert et al. · archived
  96. Vehicle Automation and Operator Training: A Systematic Review · 2026 · Hungund, Apoorva Pramod et al. · indexed
  97. Editorial: Interaction between automated vehicles and other road users · 2023 · Wintersberger, Philipp et al. · archived
  98. Social aspect of anthropogenic adaptation to autonomous vehicles · 2018 · Malinovsky, Mikhail et al. · indexed
  99. Attitudes Towards Impaired Driving Countermeasures · 2025 · AAA Foundation for Traffic Safety · archived
  100. Automation · 2020 · NHTSA et al. · archived
  101. A data–information–knowledge cycle for modeling driving behavior · 2022 · Al Haddad, Christelle et al. · archived
  102. Multifaceted Synthesis of Autonomous Vehicles’ Emerging Landscape · 2020 · Abdelgawad, Hossam et al. · indexed
  103. Automated and Connected Vehicle Implications and Analysis · 2017 · Block, David et al. · archived
  104. MAVERIC: A Data-Driven Approach to Personalized Autonomous Driving · 2024 · Schrum, Mariah et al. · archived
  105. Battery Electric Vehicle adoption in regions without strong policies · 2020 · Brückmann, Gracia et al. · indexed
  106. Analysis of autonomous vehicle policies. · 2017 · Gibson, Bryan · archived
  107. Trust in Level 3 Automated Vehicles: A Systematic Literature Review · 2025 · Alkurdi, Duha et al. · indexed
  108. Toward Shared Control Between Automated Vehicles and Users · 2020 · Terken, Jacques et al. · archived
  109. Driver Reactions to Automated Vehicles · 2018 · Eriksson, Alexander et al. · archived
  110. Planning for Automated Vehicles with Human Trust · 2022 · Sheng, Shili et al. · archived
  111. Psychological factors impacts on carsharing use · 2024 · Abouelela, Mohamed et al. · archived
  112. THE INFLUENCE OF RISK ON DRIVER TRUST IN AUTONOMOUS DRIVING SYSTEMS · 2018 · Petersen, Luke et al. · archived
  113. Communicating Intent of Automated Vehicles to Pedestrians · 2018 · Habibovic, Azra et al. · archived
  114. In-Vehicle Technology Use and Associated Factors Among Older Drivers · 2023 · AAA Foundation for Traffic Safety · archived
  115. Developing Socially Acceptable Autonomous Vehicles · 2016 · VINKHUYZEN, ERIK et al. · indexed
  116. Older Adults, New Mobility, and Automated Vehicles · 2021 · Fraade-Blanar, Laura et al. · archived
  117. Technology Influence on Travel Demand and Behaviors · 2019 · Sisiopiku, Virginia P. et al. · archived
  118. Older Drivers and Advanced Driver Assistance Systems · 2020 · AAA Foundation for Traffic Safety · archived
  119. Multi-Scale Model of the U.S. Transportation Energy Market for Policy Assessment · 2013 · Eppstein, Margaret J. et al. · archived
  120. Trust-based route planning for automated vehicles · 2021 · Sheng, Shili et al. · archived
  121. An Expansion of System Wide Trust Theory Using In-Vehicle Automation · 2012 · Blair, Kasha et al. · indexed
  122. Transporting Children in Autonomous Vehicles: An Exploratory Study · 2020 · Tremoulet, Patrice D. et al. · indexed
  123. Public Attitudes toward Passive Restraints · 1978 · Hart, Peter D. · archived
  124. A Case Study of Trust on Autonomous Driving · 2019 · Sheng, Shili et al. · archived
  125. Automated driving: Safety blind spots · 2017 · Noy, Ian Y. et al. · indexed
  126. Perceived Risk of Loss of Driving & Alternative Mobility Planning · 2019 · Raue, Martina et al. · archived
  127. Do cyclists need HMIs in future automated traffic? An interview study · 2021 · Berge, Siri Hegna et al. · indexed
  128. User-centered Design Criteria in Next Generation Vehicle Consoles · 2016 · Gibson, Zara et al. · indexed
  129. Changes in Trust after Driving Level 2 Automated Cars · 2018 · Walker, Francesco et al. · indexed
  130. Customer-Relevant Properties of Autonomous Vehicle Concepts · 2020 · Schockenhoff, Ferdinand et al. · indexed
  131. No Risk No Trust · 2019 · Li, Mengyao et al. · indexed
  132. Driving as a Service: Promoting a Sustainable Transition to Automated Driving · 2024 · Duarte, Sérgio Pedro et al. · indexed
  133. AutoPreview: A Framework for Autopilot Behavior Understanding · 2021 · Shen, Yuan et al. · archived
  134. Automation Use: The Roles of Self-Confidence, Trust, and Workload · 2023 · Patton, Colleen E. · indexed
  135. The impacts of vehicle automation on transport-disadvantaged people · 2021 · Wu, Xinyi et al. · indexed
  136. Effects of Autonomous Vehicle Ownership on Trip, Mode, and Route Choice · 2015 · Levin, Michael W. et al. · indexed
  137. Vehicle Connectivity and Automation: A Sibling Relationship · 2020 · Ha, Paul et al. · archived
  138. Heterogeneity in the Preferences of Potential Users of Automated Transit Network (ATN) · 2023 · Kohandel Shirazi, Ardeshir et al. · indexed
  139. The theory of planned behavior (TPB) and texting while driving behavior in college students · 2016 · Shahrzad Bazargan‐Hejazi et al. · indexed
  140. Scenarios of Automated Mobility in Austria: Implications for Future Transport Policy · 2021 · Soteropoulos, Aggelos et al. · indexed
  141. The social dilemma of autonomous vehicles · 2016 · Bonnefon, Jean‐François et al. · archived
  142. Drinking and Driving Behavior: Main Study Under the Theory of Planned Behavior · 2025 · Costa, Samuel Morgan Teixeira et al. · indexed
  143. Ride Sharing: Psychological Factors · 1977 · Dueker, Kenneth J. et al. · indexed
  144. The Effects of Truck Platooning on the Kansas Workforce · 2024 · Kondyli, Alexandra et al. · archived
  145. Gender and Age · 2015 · Abu-Shanab, Emad Ahmed · indexed
  146. Autonomous Taxis and Public Health: High Cost or High Opportunity Cost? · 2019 · Nunes, Ashley et al. · indexed
  147. Which pricing policy do road users accept? · 2023 · Bari, Chintaman Santosh et al. · archived
  148. Will Ride-Hailing Enhance Mobility for Older Adults? A California Survey · 2020 · Agrawal, Asha Weinstein et al. · archived
  149. Walking in the Era of Autonomous Vehicles · 2022 · Pettigrew, Simone et al. · indexed
  150. Exploring the Positive Utility of Travel and Mode Choice · 2017 · Singleton, Patrick A. · archived
  151. Experiences of EV users in the French-German context · 2013 · Ensslen, Axel et al. · archived
  152. Interview with Prof. Moshe Givoni · 2018 · Fleischer, Torsten et al. · archived
  153. RIDE SHARING TO WORK: AN ATTITUDINAL ANALYSIS · 1977 · Horowitz, Abraham D. et al. · indexed
  154. Tailpipe Emissions-Related Knowledge in Northern Climates · 2012 · Macias, Thomas et al. · archived
  155. Transit User Perceptions of the Benefits of Automatic Vehicle Location · 2002 · Peng, Zhong-Ren et al. · indexed
  156. Infrastructure Adaptation Planning for Autonomous Vehicles · 2016 · Chen, Zhibin et al. · archived
  157. How important is vehicle safety in the new vehicle purchase process? · 2008 · Koppel, Sjaan et al. · indexed
  158. ANALYSIS OF COMMUTERS' PERCEPTIONS ABOUT CARPOOLING SERVICE: A CASE STUDY IN LAHORE · 2020 · Javid, Muhammad Ashraf et al. · indexed
  159. Examining and Evaluating the Role of Shared Autonomous Vehicles in Social Equity · 2025 · Ebrahimzadeh, Mohammad Amin et al. · indexed
  160. AUTONOMOUS VEHICLES: SAFETY, SUSTAINABILITY, AND FUEL EFFICIENCY · 2017 · AHMED, MALIK FAHEEM · indexed
  161. Self-Driving Vehicles—an Ethical Overview · 2021 · Hansson, Sven Ove et al. · archived
  162. North Dakota State University Student Transit Survey, 2010–2011 · 2012 · Mattson, Jeremy et al. · archived
  163. Guidelines for Developing Information Systems for the Driving Tourist · 1999 · Eby, David W. et al. · archived
  164. Changes in Motor Vehicle Buyer Attitudes and Market Behavior · 1980 · Green, Paul E. et al. · archived
  165. Otto: An Autonomous School Bus System for Parents and Children · 2020 · Ayoub, Jackie et al. · indexed
  166. Where are Used Electric Vehicles and Who are the Buyers? · 2021 · Tal, Gil et al. · archived
  167. SDDOT 2025 Statewide Customer Satisfaction Assessment · 2025 · Murray, Ryan · archived
  168. Online Platform for Matching and Trading Shares of Autonomous Vehicles · 2022 · Allahviranloo, Mahdieh et al. · indexed
  169. Analysis of the Travel Intent for Park and Ride Based on Perception · 2012 · Qin, Huanmei et al. · indexed
  170. Analysis of Passengers' Perception of Public Transport Quality and Performance · 2015 · Tyrinopoulos, Yannis et al. · indexed
  171. Prospects for Electric Vehicles · 2020 · Barkenbus, Jack N. · indexed
  172. The Italian Way to Carsharing · 2012 · Laurino, Antonio et al. · archived
  173. Modeling, Optimization and Analysis of Electromobility Systems · 2018 · Domingues, Gabriel · indexed
  174. Can product service systems support electric vehicle adoption? · 2018 · Ensslen, Axel et al. · indexed
  175. Views of the Highway: Infrastructure Reality, Perceptions, and Politics · 2020 · Fogg, Linda M. et al. · indexed
  176. UK policy and the low carbon vehicle sector · 2012 · Begley, Jason et al. · indexed
  177. Intelligent Transportation System User Service Selection and Prioritization · 2010 · Khademi, Navid et al. · indexed
  178. The impact of temperature on battery electric vehicle penetration · 2026 · Cervini, Gaia et al. · archived
  179. Environmental and economic impact of electric vehicle adoption in the U.S · 2021 · Chen, Zhenhua et al. · indexed
  180. AI-Powered Traffic Management Systems in Smart Cities · 2026 · Nurzhanova, Ainur et al. · indexed
  181. Designing an immersive visit for public space assessment · 2024 · Issa, Elie et al. · archived
  182. Towards the Sustainability of Electric Vehicles in Africa: An Overview · 2024 · Olayode, Isaac Oyeyemi et al. · indexed
  183. Estimating Public Charging Demand of Electric Vehicles · 2019 · Hardinghaus, Michael et al. · indexed
  184. Survey of Autonomous Vehicles’ Collision Avoidance Algorithms · 2025 · Hamidaoui, Meryem et al. · indexed
  185. Assessment of Sustainable Mobility Patterns of University Students: Case of Cameroon · 2024 · Fondzenyuy, Stephen Kome et al. · archived
  186. Engineering the EV future · 1998 · Riezenman, M.J. · indexed
  187. Electric vehicles in China: BYD strategies and government subsidies · 2016 · Masiero, Gilmar et al. · archived
  188. Optimizing PHEV Electric Range with Battery Degradation · 2025 · Lin, Alexander et al. · archived
  189. Future transport fuels · 1976 · Chapman, P M et al. · indexed