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Public attitude toward self-driving vehicles on public roads: Direct experience changed ambivalent people to be more positive

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  • Liu, Peng
  • Xu, Zhigang

Abstract

The public had expressed their resistance and negative attitudes to self-driving vehicles (SDVs). Positive change in attitudes is critical for their diffusion. However, it gets limited scholarly attention. In a field experiment (N = 300), we recorded changes in attitude structure (positive, negative, ambivalent, and indifferent) toward the issue of whether SDVs should be allowed riding on public roads and three attitude components related to SDVs including cognitive component (perceived benefit and risk), affective component (positive affect, trust), and behavioral component (behavioral intention). Participants’ ambivalence about and interest in the issue were also assessed. Direct experience lead participants to be more positive: five in ten were ambivalent before, whereas six in ten were positive later. Four major groups emerged: two groups without attitude change, keeping positive (n = 120) and keeping ambivalent (n = 88), and two groups with attitude change, ambivalent→positive (n = 55) and positive→ambivalent (n = 16). Two dimensions of attitude strength (ambivalence and inconsistency) might account for attitude change in the latter two groups, respectively. Attitude and its three components changed consistently. Policymakers and automakers need to provide opportunities for the public to experience autonomous vehicles to form more positive attitudes.

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  • Liu, Peng & Xu, Zhigang, 2020. "Public attitude toward self-driving vehicles on public roads: Direct experience changed ambivalent people to be more positive," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    • Handle: RePEc:eee:tefoso:v:151:y:2020:i:c:s0040162519308789
    DOI: 10.1016/j.techfore.2019.119827
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    References listed on IDEAS

    as
    1. George Gaskell & Nick Allum & Wolfgang Wagner & Nicole Kronberger & Helge Torgersen & Juergen Hampel & Julie Bardes, 2004. "GM Foods and the Misperception of Risk Perception," Risk Analysis, John Wiley & Sons, vol. 24(1), pages 185-194, February.
    2. Liu, Peng & Ma, Yanjiao & Zuo, Yaqing, 2019. "Self-driving vehicles: Are people willing to trade risks for environmental benefits?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 125(C), pages 139-149.
    3. Penmetsa, Praveena & Adanu, Emmanuel Kofi & Wood, Dustin & Wang, Teng & Jones, Steven L., 2019. "Perceptions and expectations of autonomous vehicles – A snapshot of vulnerable road user opinion," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 9-13.
    4. Roman Seidl & Corinne Moser & Michael Stauffacher & Pius Krütli, 2013. "Perceived Risk and Benefit of Nuclear Waste Repositories: Four Opinion Clusters," Risk Analysis, John Wiley & Sons, vol. 33(6), pages 1038-1048, June.
    5. Liu, Peng & Xu, Zhigang & Zhao, Xiangmo, 2019. "Road tests of self-driving vehicles: Affective and cognitive pathways in acceptance formation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 354-369.
    6. -, 2018. "Atlas of migration in Northern Central America," Libros y Documentos Institucionales, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 44288 edited by Eclac, September.
    7. ., 2018. "A natural experiment: the Americas," Chapters, in: A History of the Global Economy, chapter 14, pages 239-258, Edward Elgar Publishing.
    8. Lucas S. Lourenço & Claudio R. F. Vasconcelos, 2018. "Nonlinear exchange rate pass-through in Latin America," Economics Bulletin, AccessEcon, vol. 38(3), pages 1566-1582.
    9. Merryn Thomas & Tristan Partridge & Barbara Herr Harthorn & Nick Pidgeon, 2017. "Deliberating the perceived risks, benefits, and societal implications of shale gas and oil extraction by hydraulic fracturing in the US and UK," Nature Energy, Nature, vol. 2(5), pages 1-7, May.
    10. ., 2018. "Tax reform in Latin America: a long-term assessment," Chapters, in: The Ecology of Tax Systems, chapter 9, pages 116-130, Edward Elgar Publishing.
    11. Anania, Emily C. & Rice, Stephen & Walters, Nathan W. & Pierce, Matthew & Winter, Scott R. & Milner, Mattie N., 2018. "The effects of positive and negative information on consumers’ willingness to ride in a driverless vehicle," Transport Policy, Elsevier, vol. 72(C), pages 218-224.
    12. -, 2018. "Capital Flows to Latin America and the Caribbean," Oficina de la CEPAL en Washington (Estudios e Investigaciones) 43747, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    13. 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.
    14. 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.
    15. Wouter Poortinga & Nick F. Pidgeon, 2006. "Exploring the Structure of Attitudes Toward Genetically Modified Food," Risk Analysis, John Wiley & Sons, vol. 26(6), pages 1707-1719, December.
    16. Peng Liu & Run Yang & Zhigang Xu, 2019. "Public Acceptance of Fully Automated Driving: Effects of Social Trust and Risk/Benefit Perceptions," Risk Analysis, John Wiley & Sons, vol. 39(2), pages 326-341, February.
    17. Reece A. Clothier & Dominique A. Greer & Duncan G. Greer & Amisha M. Mehta, 2015. "Risk Perception and the Public Acceptance of Drones," Risk Analysis, John Wiley & Sons, vol. 35(6), pages 1167-1183, June.
    Full references (including those not matched with items on IDEAS)

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