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Role played by social factors and privacy concerns in autonomous vehicle adoption

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  • Ljubi, Klara
  • Groznik, Aleš

Abstract

This study aims to test additional AV adoption factors by considering social factors and privacy concerns in the AV era while relying on earlier adoption models and the AV adoption literature. Unlike in most previous studies, the focus is on millennials, namely a group of potential AV adopters with distinct characteristics that must be studied separately. Moreover, fully AVs are considered, i.e., level 5, a more distant and controversial phenomenon of much greater concern for most people. The data were collected in an online questionnaire distributed to a sample of university students and the proposed model was tested with structural equation modelling (SEM). The results show that privacy concerns in the AV era together with perceived safety have a significant effect on general concerns. Alongside general concerns, technological enthusiasm, social factors, perceived benefits, and facilitating conditions affect attitude to AVs. Finally, a more positive attitude to AV, perceived safety, and facilitating conditions is shown to lead to a stronger intention to adopt an AV. Apart from these theoretical contributions, practical contributions include new perspectives for policymakers while designing future AV development strategies. Namely, car manufacturers should strongly emphasize and demonstrate the safety features of their AVs, promote them through technology enthusiasts and focus on forming positive attitude to AVs through different aspects of AVs. Governments should also do their part by establishing support infrastructures that encourage individuals to choose an AV.

Suggested Citation

  • Ljubi, Klara & Groznik, Aleš, 2023. "Role played by social factors and privacy concerns in autonomous vehicle adoption," Transport Policy, Elsevier, vol. 132(C), pages 1-15.
    • Handle: RePEc:eee:trapol:v:132:y:2023:i:c:p:1-15
    DOI: 10.1016/j.tranpol.2022.12.013
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    1. Alexandra König & Christina Wirth & Jan Grippenkoven, 2021. "Generation Y’s Information Needs Concerning Sharing Rides in Autonomous Mobility on Demand Systems," Sustainability, MDPI, vol. 13(14), pages 1-19, July.
    2. Woldeamanuel, Mintesnot & Nguyen, Dang, 2018. "Perceived benefits and concerns of autonomous vehicles: An exploratory study of millennials’ sentiments of an emerging market," Research in Transportation Economics, Elsevier, vol. 71(C), pages 44-53.
    3. Kassens-Noor, Eva & Dake, Dana & Decaminada, Travis & Kotval-K, Zeenat & Qu, Teresa & Wilson, Mark & Pentland, Brian, 2020. "Sociomobility of the 21st century: Autonomous vehicles, planning, and the future city," Transport Policy, Elsevier, vol. 99(C), pages 329-335.
    4. Rajiv Sabherwal & Anand Jeyaraj & Charles Chowa, 2006. "Information System Success: Individual and Organizational Determinants," Management Science, INFORMS, vol. 52(12), pages 1849-1864, December.
    5. Joseph F. Hair & Marcelo L.D.S. Gabriel & Dirceu da Silva & Sergio Braga Junior, 2019. "Development and validation of attitudes measurement scales: fundamental and practical aspects," RAUSP Management Journal, Emerald Group Publishing Limited, vol. 54(4), pages 490-507, October.
    6. Millard-Ball, Adam, 2019. "The autonomous vehicle parking problem," Transport Policy, Elsevier, vol. 75(C), pages 99-108.
    7. Teresa Brell & Ralf Philipsen & Martina Ziefle, 2019. "sCARy! Risk Perceptions in Autonomous Driving: The Influence of Experience on Perceived Benefits and Barriers," Risk Analysis, John Wiley & Sons, vol. 39(2), pages 342-357, February.
    8. Adnan, Nadia & Md Nordin, Shahrina & bin Bahruddin, Mohamad Ariff & Ali, Murad, 2018. "How trust can drive forward the user acceptance to the technology? In-vehicle technology for autonomous vehicle," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 819-836.
    9. Raj, Alok & Kumar, J. Ajith & Bansal, Prateek, 2020. "A multicriteria decision making approach to study barriers to the adoption of autonomous vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 133(C), pages 122-137.
    10. Fagnant, Daniel J. & Kockelman, Kara, 2015. "Preparing a nation for autonomous vehicles: opportunities, barriers and policy recommendations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 77(C), pages 167-181.
    11. Ismagilova, Elvira & Hughes, Laurie & Dwivedi, Yogesh K. & Raman, K. Ravi, 2019. "Smart cities: Advances in research—An information systems perspective," International Journal of Information Management, Elsevier, vol. 47(C), pages 88-100.
    12. Deborah Compeau & Barbara Marcolin & Helen Kelley & Chris Higgins, 2012. "Research Commentary ---Generalizability of Information Systems Research Using Student Subjects---A Reflection on Our Practices and Recommendations for Future Research," Information Systems Research, INFORMS, vol. 23(4), pages 1093-1109, December.
    13. Guo Chao Alex Peng & Miguel Baptista Nunes & Luqing Zheng, 2017. "Impacts of low citizen awareness and usage in smart city services: the case of London’s smart parking system," Information Systems and e-Business Management, Springer, vol. 15(4), pages 845-876, November.
    14. Manfreda, Anton & Ljubi, Klara & Groznik, Aleš, 2021. "Autonomous vehicles in the smart city era: An empirical study of adoption factors important for millennials," International Journal of Information Management, Elsevier, vol. 58(C).
    15. Kaltenhäuser, Bernd & Werdich, Karl & Dandl, Florian & Bogenberger, Klaus, 2020. "Market development of autonomous driving in Germany," Transportation Research Part A: Policy and Practice, Elsevier, vol. 132(C), pages 882-910.
    16. Wang, Shenhao & Zhao, Jinhua, 2019. "Risk preference and adoption of autonomous vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 126(C), pages 215-229.
    17. János Imre Mezei & Kornélia Lazányi, 2018. "Are We Ready for Smart Transport? Analysis of Attitude Towards Public Transport in Budapest," Interdisciplinary Description of Complex Systems - scientific journal, Croatian Interdisciplinary Society Provider Homepage: http://indecs.eu, vol. 16(3-A), pages 369-375.
    18. Lee, Jung Hoon & Hancock, Marguerite Gong & Hu, Mei-Chih, 2014. "Towards an effective framework for building smart cities: Lessons from Seoul and San Francisco," Technological Forecasting and Social Change, Elsevier, vol. 89(C), pages 80-99.
    19. Yogesh K. Dwivedi & Nripendra P. Rana & Anand Jeyaraj & Marc Clement & Michael D. Williams, 2019. "Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model," Information Systems Frontiers, Springer, vol. 21(3), pages 719-734, June.
    20. Nielsen, Thomas Alexander Sick & Haustein, Sonja, 2018. "On sceptics and enthusiasts: What are the expectations towards self-driving cars?," Transport Policy, Elsevier, vol. 66(C), pages 49-55.
    21. Wadud, Zia & MacKenzie, Don & Leiby, Paul, 2016. "Help or hindrance? The travel, energy and carbon impacts of highly automated vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 86(C), pages 1-18.
    22. Konya-Baumbach, Elisa & Schuhmacher, Monika C. & Kuester, Sabine & Kuharev, Victoria, 2019. "Making a first impression as a start-up: Strategies to overcome low initial trust perceptions in digital innovation adoption," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 385-399.
    23. Peng Jing & Gang Xu & Yuexia Chen & Yuji Shi & Fengping Zhan, 2020. "The Determinants behind the Acceptance of Autonomous Vehicles: A Systematic Review," Sustainability, MDPI, vol. 12(5), pages 1-26, February.
    24. Pettigrew, Simone & Dana, Liyuwork Mitiku & Norman, Richard, 2019. "Clusters of potential autonomous vehicles users according to propensity to use individual versus shared vehicles," Transport Policy, Elsevier, vol. 76(C), pages 13-20.
    25. Nastjuk, Ilja & Herrenkind, Bernd & Marrone, Mauricio & Brendel, Alfred Benedikt & Kolbe, Lutz M., 2020. "What drives the acceptance of autonomous driving? An investigation of acceptance factors from an end-user's perspective," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    26. Skeete, Jean-Paul, 2018. "Level 5 autonomy: The new face of disruption in road transport," Technological Forecasting and Social Change, Elsevier, vol. 134(C), pages 22-34.
    27. Kerschner, Christian & Ehlers, Melf-Hinrich, 2016. "A framework of attitudes towards technology in theory and practice," Ecological Economics, Elsevier, vol. 126(C), pages 139-151.
    28. Cunningham, Mitchell L. & Regan, Michael A. & Horberry, Timothy & Weeratunga, Kamal & Dixit, Vinayak, 2019. "Public opinion about automated vehicles in Australia: Results from a large-scale national survey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 129(C), pages 1-18.
    29. Hudson, John & Orviska, Marta & Hunady, Jan, 2019. "People’s attitudes to autonomous vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 121(C), pages 164-176.
    30. Kalra, Nidhi & Paddock, Susan M., 2016. "Driving to safety: How many miles of driving would it take to demonstrate autonomous vehicle reliability?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 182-193.
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    Cited by:

    1. Margarita Martínez-Díaz & Maximilià-Miquel Montes Carbó, 2024. "Assessing User Acceptance of Automated Vehicles as a Precondition for Their Contribution to a More Sustainable Mobility," Sustainability, MDPI, vol. 16(2), pages 1-22, January.
    2. Jiang, Guoyin & Yang, Wanqiang, 2023. "Signal effect of government regulations on ride-hailing drivers’ intention to mobile-based transportation platform governance: Evidence from China," Transport Policy, Elsevier, vol. 139(C), pages 63-78.
    3. Pettigrew, Simone & Booth, Leon & Farrar, Victoria & Brown, Julie & Karl, Charles & Godic, Branislava & Vidanaarachchi, Rajith & Thompson, Jason, 2024. "Public support for proposed government policies to optimise the social benefits of autonomous vehicles," Transport Policy, Elsevier, vol. 149(C), pages 264-270.
    4. Md. Mokhlesur Rahman & Jean-Claude Thill, 2023. "What Drives People’s Willingness to Adopt Autonomous Vehicles? A Review of Internal and External Factors," Sustainability, MDPI, vol. 15(15), pages 1-29, July.

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