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What influences vulnerable road users’ perceptions of autonomous vehicles? A comparative analysis of the 2017 and 2019 Pittsburgh surveys

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  • Xing, Yingying
  • Zhou, Huiyu
  • Han, Xiao
  • Zhang, Meng
  • Lu, Jian

Abstract

Autonomous vehicles (AVs) are expected to eliminate many driver errors to save thousands of lives. As vulnerable road users, pedestrians and bicyclists are more likely to be injured or killed in accidents involving cars. Therefore, understanding the perceptions of vulnerable road users is crucial for developing and deploying AVs and solving public concerns because the acceptance of AVs relies on both AV users and other road users, such as vulnerable road users. This paper analyzed two surveys collected in 2017 and 2019 by BikePGH in Pittsburgh to understand vulnerable road users’ perceptions of AVs in different years. The analysis showed that vulnerable road users’ interactive experiences with AVs increased from 2017 to 2019 in Pittsburgh, and the interactive experiences with AVs positively affected vulnerable road users’ perceived safety and receptivity toward AVs in 2017 and 2019. Specifically, vulnerable road users’ perceived safety of AVs significantly increased from 2017 to 2019, while their receptivity toward AVs did not change significantly during that period. Additionally, autonomous driving accidents negatively affected vulnerable road users’ perceptions of AVs. Therefore, we recommend that policymakers provide opportunities for the public to interact with AVs and guarantee vulnerable road users’ safety and benefits in AV testing.

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  • Xing, Yingying & Zhou, Huiyu & Han, Xiao & Zhang, Meng & Lu, Jian, 2022. "What influences vulnerable road users’ perceptions of autonomous vehicles? A comparative analysis of the 2017 and 2019 Pittsburgh surveys," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
  • Handle: RePEc:eee:tefoso:v:176:y:2022:i:c:s0040162521008891
    DOI: 10.1016/j.techfore.2021.121454
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    1. Kailai Wang & Gulsah Akar, 2019. "Effects of neighborhood environments on perceived risk of self-driving: evidence from the 2015 and 2017 Puget Sound Travel Surveys," Transportation, Springer, vol. 46(6), pages 2117-2136, December.
    2. Peng Liu & Run Yang & Zhigang Xu, 2019. "How Safe Is Safe Enough for Self‐Driving Vehicles?," Risk Analysis, John Wiley & Sons, vol. 39(2), pages 315-325, February.
    3. He, Hongwei & Harris, Lloyd, 2020. "The impact of Covid-19 pandemic on corporate social responsibility and marketing philosophy," Journal of Business Research, Elsevier, vol. 116(C), pages 176-182.
    4. 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.
    5. 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.
    6. Felix Becker & Kay W. Axhausen, 2017. "Literature review on surveys investigating the acceptance of automated vehicles," Transportation, Springer, vol. 44(6), pages 1293-1306, November.
    7. 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.
    8. Brem, Alexander & Viardot, Eric & Nylund, Petra A., 2021. "Implications of the coronavirus (COVID-19) outbreak for innovation: Which technologies will improve our lives?," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    9. Bansal, Prateek & Kockelman, Kara M., 2017. "Forecasting Americans’ long-term adoption of connected and autonomous vehicle technologies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 95(C), pages 49-63.
    10. Bonnefon, Jean-François & Shariff, Azim & Rahwan, Iyad, 2021. "How safe is safe enough? Psychological mechanisms underlying extreme safety demands for self-driving cars," TSE Working Papers 21-1215, Toulouse School of Economics (TSE).
    11. 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).
    12. Hani S. Mahmassani, 2016. "50th Anniversary Invited Article—Autonomous Vehicles and Connected Vehicle Systems: Flow and Operations Considerations," Transportation Science, INFORMS, vol. 50(4), pages 1140-1162, November.
    13. Liu, Peng & Zhang, Yawen & He, Zhen, 2019. "The effect of population age on the acceptable safety of self-driving vehicles," Reliability Engineering and System Safety, Elsevier, vol. 185(C), pages 341-347.
    14. Hohenberger, Christoph & Spörrle, Matthias & Welpe, Isabell M., 2016. "How and why do men and women differ in their willingness to use automated cars? The influence of emotions across different age groups," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 374-385.
    15. 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.
    16. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304.
    17. 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.
    18. 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).
    19. 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.
    20. 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.
    21. Azim Shariff & Jean-François Bonnefon & Iyad Rahwan, 2017. "Psychological roadblocks to the adoption of self-driving vehicles," Nature Human Behaviour, Nature, vol. 1(10), pages 694-696, October.
    22. 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.
    23. Bennett, Roger & Vijaygopal, Rohini & Kottasz, Rita, 2019. "Attitudes towards autonomous vehicles among people with physical disabilities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 127(C), pages 1-17.
    24. Giones, Ferran & Brem, Alexander & Pollack, Jeffrey M. & Michaelis, Timothy L. & Klyver, Kim & Brinckmann, Jan, 2020. "Revising entrepreneurial action in response to exogenous shocks: Considering the COVID-19 pandemic," Journal of Business Venturing Insights, Elsevier, vol. 14(C).
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