Analysing the acceptance of autonomous buses in real-life traffic environments: pilot project with tourists in Malaga, Spain

References

• Abe, R. 2019. “Introducing Autonomous Buses and Taxis: Quantifying the Potential Benefits in Japanese Transportation Systems.” Transportation Research Part A: Policy and Practice 126: 94–113. doi:10.1016/j.tra.2019.06.003.
   Web of Science ®Google Scholar
• Ainsalu, J., V. Arffman, M. Bellone, M. Ellner, T. Haapamäki, N. Haavisto, E. Josefson, et al. 2018. “State of the Art of Automated Buses.” Sustainability (Switzerland) 10: 9. doi:10.3390/su10093118.
   Web of Science ®Google Scholar
• Anania, E. C., S. Rice, N. W. Walters, M. Pierce, S. R. Winter, and M. N. Milner. 2018. “The Effects of Positive and Negative Information on Consumers’ Willingness to Ride in a Driverless Vehicle.” Transport Policy 72: 218–224. doi:10.1016/j.tranpol.2018.04.002.
   Web of Science ®Google Scholar
• Bae, I., J. Moon, and J. Seo. 2019. “Toward a Comfortable Driving Experience for a Self-Driving Shuttle Bus.” Electronics (Switzerland) 8: 9. doi:10.3390/electronics8090943.
   Web of Science ®Google Scholar
• Bennett, R., R. Vijaygopal, and R. Kottasz. 2019. “Willingness of People with Mental Health Disabilities to Travel in Driverless Vehicles.” Journal of Transport and Health 12: 1–12. doi:10.1016/j.jth.2018.11.005.
   Web of Science ®Google Scholar
• Bösch, P. M., F. Becker, H. Becker, and K. W. Axhausen. 2018. “Cost-Based Analysis of Autonomous Mobility Services.” Transport Policy 64: 76–91. doi:10.1016/j.tranpol.2017.09.005.
   Web of Science ®Google Scholar
• Cao, Z., and A. (Avi) Ceder. 2019. “Autonomous Shuttle Bus Service Timetabling and Vehicle Scheduling Using Skip-Stop Tactic.” Transportation Research Part C: Emerging Technologies 102: 370–395. doi:10.1016/j.trc.2019.03.018.
   Web of Science ®Google Scholar
• Chehri, A., and H. T. Mouftah. 2019. “Autonomous Vehicles in the Sustainable Cities, the Beginning of a Green Adventure.” Sustainable Cities and Society 51 : 101751 . doi:10.1016/j.scs.2019.101751.
   Web of Science ®Google Scholar
• Chen, Y., J. Gonder, S. Young, and E. Wood. 2019. “Quantifying Autonomous Vehicles National Fuel Consumption Impacts: A Data-Rich Approach.” Transportation Research Part A: Policy and Practice 122: 134–145. doi:10.1016/j.tra.2017.10.012.
   Web of Science ®Google Scholar
• Cohen, S. A., and D. Hopkins. 2019. “Autonomous Vehicles and the Future of Urban Tourism.” Annals of Tourism Research 74: 33–42. doi:10.1016/j.annals.2018.10.009.
   Web of Science ®Google Scholar
• Dai, Z., X. C. Liu, X. Chen, and X. Ma. 2020. “Joint Optimization of Scheduling and Capacity for Mixed Traffic with Autonomous and Human-Driven Buses: A Dynamic Programming Approach.” Transportation Research Part C: Emerging Technologies 114: 598–619. doi:10.1016/j.trc.2020.03.001.
   Web of Science ®Google Scholar
• Deveci, M., D. Pamucar, and I. Gokasar. 2021. “Fuzzy Power Heronian Function Based CoCoSo Method for the Advantage Prioritization of Autonomous Vehicles in Real-Time Traffic Management.” Sustainable Cities and Society 69: 102846. doi:10.1016/j.scs.2021.102846.
   Web of Science ®Google Scholar
• Dirsehan, T., and C. Can. 2020. “Examination of Trust and Sustainability Concerns in Autonomous Vehicle Adoption.” Technology in Society 63: 101361. doi:10.1016/j.techsoc.2020.101361.
   Web of Science ®Google Scholar
• Dong, X., M. DiScenna, and E. Guerra. 2019. “Transit User Perceptions of Driverless Buses.” Transportation 46 (1): 35–50. doi:10.1007/s11116-017-9786-y.
   Web of Science ®Google Scholar
• Duchéne, C. 2011. “Gender and Transport.” International Transport Forum Discussion Papers. No. 2011/11, OECD Publishing.
   Google Scholar
• Eurobarometer. 2020. “Expectations and Concerns of Connected and Automated Driving.” Special Eurobarometer Report, No. 496.
   Google Scholar
• European Parliament. 2021. “Women and Transport.” Policy Department for Citizens’ Rights and Constitutional Affairs Directorate-General for Internal Policies. PE 701.004 https://www.europarl.europa.eu/thinktank/en/document/IPOL_STU(2021)701004.
   Google Scholar
• Fagnant, D. J., and K. Kockelman. 2015. “Preparing a Nation for Autonomous Vehicles: Opportunities, Barriers and Policy Recommendations.” Transportation Research Part A: Policy and Practice 77: 167–181. doi:10.1016/j.tra.2015.04.003.
   Web of Science ®Google Scholar
• Fraedrich, E., D. Heinrichs, F. J. Bahamonde-Birke, and R. Cyganski. 2019. “Autonomous Driving, the Built Environment and Policy Implications.” Transportation Research Part A: Policy and Practice 122: 162–172. doi:10.1016/j.tra.2018.02.018.
   Web of Science ®Google Scholar
• Gkartzonikas, C., and K. Gkritza. 2019. “What have We Learned? A Review of Stated Preference and Choice Studies on Autonomous Vehicles.” Transportation Research Part C: Emerging Technologies 98: 323–337. doi:10.1016/j.trc.2018.12.003.
   Web of Science ®Google Scholar
• Goel, R., O. Oyebode, L. Foley, L. Tatah, C. Millett, and J. Woodcock. 2022. “Gender Differences in Active Travel in Major Cities Across the World.” Transportation 1–17. doi:10.1007/s11116-021-10259-4.
   Web of Science ®Google Scholar
• González-González, E., S. Nogués, and D. Stead. 2019. “Automated Vehicles and the City of Tomorrow: A Backcasting Approach.” Cities 94: 153–160. doi:10.1016/j.cities.2019.05.034.
   Web of Science ®Google Scholar
• Haboucha, C. J., R. Ishaq, and Y. Shiftan. 2017. “User Preferences Regarding Autonomous Vehicles.” Transportation Research Part C: Emerging Technologies 78: 37–49. doi:10.1016/j.trc.2017.01.010.
   Web of Science ®Google Scholar
• Hardman, S., J. H. Lee, and G. Tal. 2019. “How Do Drivers Use Automation? Insights from a Survey of Partially Automated Vehicle Owners in the United States.” Transportation Research Part A: Policy and Practice 129: 246–256. doi:10.1016/j.tra.2019.08.008.
   Web of Science ®Google Scholar
• Hatzenbühler, J., O. Cats, and E. Jenelius. 2020. “Transitioning Towards the Deployment of Line-Based Autonomous Buses: Consequences for Service Frequency and Vehicle Capacity.” Transportation Research Part A: Policy and Practice 138: 491–507. doi:10.1016/j.tra.2020.06.019.
   Web of Science ®Google Scholar
• Hawkins, T. R., B. Singh, G. Majeau-Bettez, and A. H. Strømman. 2013. “Comparative Environmental Life Cycle Assessment of Conventional and Electric Vehicles.” Journal of Industrial Ecology 17 (1): 53–64. doi:10.1111/j.1530-9290.2012.00532.x.
   Web of Science ®Google Scholar
• Herrenkind, B., I. Nastjuk, A. B. Brendel, S. Trang, and L. M. Kolbe. 2019. “Young People’s Travel Behavior – Using the Life-Oriented Approach to Understand the Acceptance of Autonomous Driving.” Transportation Research Part D: Transport and Environment 74: 214–233. doi:10.1016/j.trd.2019.07.023.
   Web of Science ®Google Scholar
• Kamolsook, A., Y. F. Badir, and B. Frank. 2019. “Consumers’ Switching to Disruptive Technology Products: The Roles of Comparative Economic Value and Technology Type.” Technological Forecasting and Social Change 140: 328–340. doi:10.1016/j.techfore.2018.12.023.
   Web of Science ®Google Scholar
• Keszey, T. 2020. “Behavioural Intention to use Autonomous Vehicles: Systematic Review and Empirical Extension.” Transportation Research Part C: Emerging Technologies 119: 102732. doi:10.1016/j.trc.2020.102732.
   Web of Science ®Google Scholar
• Krueger, R., T. H. Rashidi, and J. M. Rose. 2016. “Preferences for Shared Autonomous Vehicles.” Transportation Research Part C: Emerging Technologies 69: 343–355. doi:10.1016/j.trc.2016.06.015.
   Web of Science ®Google Scholar
• Kyriakidis, M., R. Happee, and J. C. F. De Winter. 2015. “Public Opinion on Automated Driving: Results of an International Questionnaire among 5000 Respondents.” Transportation Research Part F: Traffic Psychology and Behaviour 32: 127–140. doi:10.1016/j.trf.2015.04.014.
   Web of Science ®Google Scholar
• Lee, Y.-C., A. Momen, and J. LaFreniere. 2021. “Attributions of Social Interactions: Driving Among Self-Driving Vs. Conventional Vehicles.” Technology in Society 66: 101631. doi:10.1016/j.techsoc.2021.101631.
   Web of Science ®Google Scholar
• López-Lambas, M. E., and A. Alonso. 2019. “The Driverless Bus: An Analysis of Public Perceptions and Acceptability.” Sustainability (Switzerland) 11: 18. doi:10.3390/su11184986.
   Web of Science ®Google Scholar
• Madigan, R., T. Louw, M. Wilbrink, A. Schieben, and N. Merat. 2017. “What Influences the Decision to use Automated Public Transport? Using UTAUT to Understand Public Acceptance of Automated Road Transport Systems.” Transportation Research Part F: Traffic Psychology and Behaviour 50: 55–64. doi:10.1016/j.trf.2017.07.007.
   Web of Science ®Google Scholar
• Malaga City Council. 2020. “Plan de Movilidad Urbana Sostenible de Málaga.” https://movilidad.malaga.eu/es/lineas-de-trabajo/plan-de-movilidad-urbana-sostenible-pmus/.
   Google Scholar
• Marletto, G. 2019. “Who Will Drive the Transition to Self-Driving? A Socio-Technical Analysis of the Future Impact of Automated Vehicles.” Technological Forecasting and Social Change 139: 221–234. doi:10.1016/j.techfore.2018.10.023.
   Web of Science ®Google Scholar
• McLeay, F., H. Olya, H. Liu, C. Jayawardhena, and C. Dennis. 2022. “A Multi-Analytical Approach to Studying Customers Motivations to use Innovative Totally Autonomous Vehicles.” Technological Forecasting and Social Change 174: 121252. doi:10.1016/j.techfore.2021.121252.
   Web of Science ®Google Scholar
• Mouratidis, K., and V. Cobeña Serrano. 2021. “Autonomous Buses: Intentions to use, Passenger Experiences, and Suggestions for Improvement.” Transportation Research Part F: Traffic Psychology and Behaviour 76: 321–335. doi:10.1016/j.trf.2020.12.007.
   Web of Science ®Google Scholar
• Nordhoff, S., J. de Winter, R. Madigan, N. Merat, B. van Arem, and R. Happee. 2018. “User Acceptance of Automated Shuttles in Berlin-Schöneberg: A Questionnaire Study.” Transportation Research Part F: Traffic Psychology and Behaviour 58: 843–854. doi:10.1016/j.trf.2018.06.024.
   Web of Science ®Google Scholar
• Nordhoff, S., J. de Winter, W. Payre, B. van Arem, and R. Happee. 2019. “What Impressions do Users Have After a Ride in an Automated Shuttle? An Interview Study.” Transportation Research Part F: Traffic Psychology and Behaviour 63: 252–269. doi:10.1016/j.trf.2019.04.009.
   Web of Science ®Google Scholar
• Paddeu, D., G. Parkhurst, and I. Shergold. 2020. “Passenger Comfort and Trust on First-Time use of a Shared Autonomous Shuttle Vehicle.” Transportation Research Part C: Emerging Technologies 115: 102604. doi:10.1016/j.trc.2020.02.026.
   Web of Science ®Google Scholar
• Pel, B., R. Raven, and R. van Est. 2020. “Transitions Governance with a Sense of Direction: Synchronization Challenges in the Case of the Dutch ‘Driverless Car’ Transition.” Technological Forecasting and Social Change 160: 120244. doi:10.1016/j.techfore.2020.120244.
   Web of Science ®Google Scholar
• Rehrl, K., and C. Zankl. 2018. “Digibus©: Results from the First Self-Driving Shuttle Trial on a Public Road in Austria.” European Transport Research Review 10: 2. doi:10.1186/s12544-018-0326-4.
   Web of Science ®Google Scholar
• Rice, S., and S. R. Winter. 2019. “Do Gender and Age Affect Willingness to Ride in Driverless Vehicles: If so, then Why?” Technology in Society 58: 101145. doi:10.1016/j.techsoc.2019.101145.
   Web of Science ®Google Scholar
• Rice, S., S. R. Winter, R. Mehta, G. Tamilselvan, E. C. Anania, and M. N. Milner. 2021. “Identifying the Factors that Predict a Consumer’s Willingness to Ride in Various Types of Driverless Vehicles.” Technology in Society 64: 101476. doi:10.1016/j.techsoc.2020.101476.
   Web of Science ®Google Scholar
• Ro, Y., and Y. Ha. 2019. “A Factor Analysis of Consumer Expectations for Autonomous Cars.” Journal of Computer Information Systems 59 (1): 52–60. doi:10.1080/08874417.2017.1295791.
   Web of Science ®Google Scholar
• Saeed, T. U., M. W. Burris, S. Labi, and K. C. Sinha. 2020. “An Empirical Discourse on Forecasting the use of Autonomous Vehicles Using Consumers’ Preferences.” Technological Forecasting and Social Change 158: 120130. doi:10.1016/j.techfore.2020.120130.
   Web of Science ®Google Scholar
• SAE International. 2021. Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles. SAE. https://www.sae.org/standards/content/j3016_202104/.
   Google Scholar
• Salonen, A. O., and N. Haavisto. 2019. “Towards Autonomous Transportation. Passengers’ Experiences, Perceptions and Feelings in a Driverless Shuttle Bus in Finland.” Sustainability (Switzerland) 11: 3. doi:10.3390/su11030588.
   Web of Science ®Google Scholar
• Silva, Ó, R. Cordera, E. González-González, and S. Nogués. 2022. “Environmental Impacts of Autonomous Vehicles: A Review of the Scientific Literature.” Science of the Total Environment 830: 154615. doi:10.1016/j.scitotenv.2022.154615.
   PubMed Web of Science ®Google Scholar
• Smith, B. 2019. “Personality Facets and Ethics Positions as Directives for Self-Driving Vehicles.” Technology in Society 57: 115–124. doi:10.1016/j.techsoc.2018.12.006.
   Web of Science ®Google Scholar
• Sohrabi, S., H. Khreis, and D. Lord. 2020. “Impacts of Autonomous Vehicles on Public Health: A Conceptual Model and Policy Recommendations.” Sustainable Cities and Society 63: 102457. doi:10.1016/j.scs.2020.102457.
   Web of Science ®Google Scholar
• Tan, L., C. Ma, X. Xu, and J. Xu. 2020. “Choice Behavior of Autonomous Vehicles Based on Logistic Models.” Sustainability (Switzerland) 12 (1): 1–16. doi:10.3390/SU12010054.
   PubMed Web of Science ®Google Scholar
• Weschke, J., F. J. Bahamonde-Birke, K. Gade, and E. Kazagli. 2021. “Asking the Wizard-of-Oz: How Experiencing Autonomous Buses Affects Preferences Towards Their Use for Feeder Trips in Public Transport.” Transportation Research Part C: Emerging Technologies 133: 103454. doi:10.1016/j.trc.2021.103454.
   Web of Science ®Google Scholar
• Wu, J., H. Liao, J.-W. Wang, and T. Chen. 2019. “The Role of Environmental Concern in the Public Acceptance of Autonomous Electric Vehicles: A Survey from China.” Transportation Research Part F: Traffic Psychology and Behaviour 60: 37–46. doi:10.1016/j.trf.2018.09.029.
   Web of Science ®Google Scholar
• Zhang, W., S. Guhathakurta, J. Fang, and G. Zhang. 2015. “Exploring the Impact of Shared Autonomous Vehicles on Urban Parking Demand: An Agent-Based Simulation Approach.” Sustainable Cities and Society 19: 34–45. doi:10.1016/j.scs.2015.07.006.
   Web of Science ®Google Scholar