Yoo, Sunbin and Kumagai, Junya and Kawabata, Yuta and Keeley, Alexander and Managi, Shunsuke (2021): Willingness to Buy and/or Pay Disparity: Evidence from Fully Autonomous Vehicles.
Preview |
PDF
MPRA_paper_108882.pdf Download (770kB) | Preview |
Abstract
We seek to understand whether environmental concerns, fears of potential accidents, and merits regarding fully autonomous vehicles (FAVs) are motivators of willingness to buy (WTB) and willingness to pay (WTP) of FAVs. To do so, a large-scale survey on FAVs of more than 180,000 respondents was collected in Japan, and structural equation modeling (SEM) validated our findings. Interestingly, this study implicates a form of WTB-WTP disparity: those interested in natural environment conservation would purchase FAVs because they show high interest in overall social problems, and new technologies such as FAVs can resolve such problems, according to previous works. However, our result implies that they would not show high WTP because adopting FAVs does not `directly' contribute to natural environment conservation. Additionally, our results indicate that those who appreciate potential merits would have higher WTB and WTP, while those who fear FAV technology would not purchase FAVs and would have lower WTP. The results bear crucial policy implications for planners by showing the complexity between the factors of FAV WTB and WTP.
Item Type: | MPRA Paper |
---|---|
Original Title: | Willingness to Buy and/or Pay Disparity: Evidence from Fully Autonomous Vehicles |
English Title: | Willingness to Buy and/or Pay Disparity: Evidence from Fully Autonomous Vehicles |
Language: | English |
Keywords: | Fully autonomous vehicle; WTP; structural equation model; environmental concerns. |
Subjects: | R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R4 - Transportation Economics R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R4 - Transportation Economics > R40 - General R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R4 - Transportation Economics > R41 - Transportation: Demand, Supply, and Congestion ; Travel Time ; Safety and Accidents ; Transportation Noise |
Item ID: | 108882 |
Depositing User: | Dr Sunbin Yoo |
Date Deposited: | 03 Aug 2021 00:43 |
Last Modified: | 03 Aug 2021 00:43 |
References: | 1. Abe, Ryosuke. “Introducing Autonomous Buses and Taxis: Quantifying the Potential Benefits in Japanese Transportation Systems.” Transportation Research Part A: Policy and Practice.Volume 126, 2019, Pages 94-113. 2. Acheampong, Ransford A., and Federico Cugurullo. “Capturing the Behavioural Determinants behind the Adoption of Autonomous Vehicles: Conceptual Frameworks and Measurement Models to Predict Public Transport, Sharing and Ownership Trends of Self-Driving Cars.” Transportation Research Part F: Traffic Psychology and Behaviour. Volume 62, 2019, Pages 349-375. 3. Adnan, Nadia, Shahrina Md Nordin, Mohamad Ariff Bin Bahruddin, and Murad Ali. “How Trust Can Drive Forward the User Acceptance to the Technology? In-Vehicle Technology for Autonomous Vehicle.” Transportation Research Part A: Policy and Practice. Volume 118, 2018, Pages 819-836. 4. Ajzen, Icek, “The theory of planned behavior”, Organizational Behavior and Human Decision Processes, Volume 50, Issue 2, 1991, Pages 179-211. 5. Allahviranloo, Mahdieh, and Joseph Y. J. Chow. “A Fractionally Owned Autonomous Vehicle Fleet Sizing Problem with Time Slot Demand Substitution Effects.” Transportation Research Part C: Emerging Technologies. Volume 98, 2019, Pages 37-53. 6. Amed, Sheikh Shahriar Sarvani Sonduru Pantangi, Ugur Eker, Grigorios Fountas, Stephen E. Still, Panagiotis Ch. Anastasopoulos,“Analysis of Safety Benefits and Security Concerns from the Use of Autonomous Vehicles: A Grouped Random Parameters Bivariate Probit Approach with Heterogeneity in Means.” Analytic Methods in Accident Research, Volume 28, 2020, 100134. 7. Anania, Emily C., Stephen Rice, Nathan W. Walters, Matthew Pierce, Scott R. Winter, and Mattie N. Milner. “The Effects of Positive and Negative Information on Consumers’ Willingness to Ride in a Driverless Vehicle.” Transport Policy. Volume 72, December 2018, Pages 218-224 8. Asmussen, Katherine E., Aupal Mondal, and Chandra R. Bhat. “A Socio-Technical Model of Autonomous Vehicle Adoption Using Ranked Choice Stated Preference Data.” Transportation Research Part C: Emerging Technologies. Volume 121, December 2020, 102835. 9. Bamberg, Sebastian and Guido Moser, “Twenty Years after Hines, Hungerford, and Tomera: A New Meta-Analysis of Psycho-Social Determinants of pro-Environmental Behaviour.” Journal of Environmental Psychology, Volume 27, Issue 1, 2007, Pages 14–25. 10. Bansal, Prateek, and Kara M. Kockelman. “Forecasting Americans’ Long-Term Adoption of Connected and Autonomous Vehicle Technologies.” Transportation Research Part A: Policy and Practice. Volume 95, January 2017, Pages 49-63. 11. Barber, N., Kuo, P, Bishop, M. and Goodman, R. "Measuring psychographics to assess purchase intention and willingness to pay", Journal of Consumer Marketing, Volume 29, Issue 4, 2012, Pages 280-292. 12. Ben-Akiva, Moshe, Daniel Mcfadden, Kenneth Train, Joan Walker, Chandra Bhat, Michel Bierlaire, Denis Bolduc, Axel Boersch-Supan, David Brownstone, David S. Bunch, Andrew Daly, Andre De Palma, Dinesh Gopinath, Anders Karlstrom, and Marcela A. Munizaga, “Hybrid Choice Models: Progress and Challenges,” Marketing Letters, Volume 13, Issue 3, August 2002, Pages 163-175. 13. Benleulmi, Ahmed Ziad, and Thorsten Blecker. 2017. Investigating the Factors Influencing the Acceptance of Fully Autonomous Cars. doi:10.15480/882.1449 14. Bergquist, Magnus., Andreas Nilson and Paul Wesley Schultz. “A Meta-Analysis of Field-Experiments Using Social Norms to Promote pro-Environmental Behaviors.” 2019. Global Environmental Change: Human and Policy Dimensions, Volume 59, 2019, 101941. 15. Brouhle Keith and Madhu Khanna, “Determinants of Participation versus Consumption in the Nordic Swan Eco-Labeled Market.” 2012. Ecological Economics: The Journal of the International Society for Ecological Economics Volume 73, 2012, Pages 142-152. 16. Brown, Austin, Jeffrey Gonder, and Brittany Repac. 2014. “An Analysis of Possible Energy Impacts of Automated Vehicles.” Road Vehicle Automation. 2014. Lecture Notes in Mobility. Springer, Cham. https://doi.org/10.1007/978-3-319-05990-7_13 17. Chen, Shukai, Hua Wang, and Qiang Meng. “Designing Autonomous Vehicle Incentive Program with Uncertain Vehicle Purchase Price.” Transportation Research Part C: Emerging Technologies. Volume 103, June 2019, Pages 226-245 18. Chen, Yuche, Jeffrey Gonder, Stanley Young, and Eric Wood. “Quantifying Autonomous Vehicles National Fuel Consumption Impacts: A Data-Rich Approach.” Transportation Research Part A: Policy and Practice. Volume 122, April 2019, Pages 134-145. 19. Cherchi, Elisabetta. “A Stated Choice Experiment to Measure the Effect of Informational and Normative Conformity in the Preference for Electric Vehicles.” Transportation Research Part A: Policy and Practice. Volume 100, June 2017, Pages 88-104. 20. Center for American Progress, “The Impact of Vehicle Automation on Carbon Emissions, Where Uncertainty Lies”, 2016. https://www.americanprogress.org/issues/green/reports/2016/11/18/292588/the-impact-of-vehicle-automation-on-carbon-emissions-where-uncertainty-lies/ 21. Childress, Suzanne, Brice Nichols, Billy Charlton, and Stefan Coe. “Using an Activity-Based Model to Explore the Potential Impacts of Automated Vehicles.” Transportation Research Record: Journal of the Transportation Research Board. Vol 2493, Issue 1, 2015 Pages 99-106. 22. Choi, Jong Kyu, and Yong Gu Ji. “Investigating the Importance of Trust on Adopting an Autonomous Vehicle.” International Journal of Human-Computer Interaction. Volume 31, Issue 10, 2015, Pages 692-702. 23. Cunningham, Mitchell L. Michael A. Regan, Selena A. Ledger, Joanne M. Bennett,“To Buy or Not to Buy? Predicting Willingness to Pay for Automated Vehicles Based on Public Opinion.” Transportation Research. Part F, Traffic Psychology and Behaviour Volume 65, 2019, Pages 418–438. 24. Daziano, Ricardo A., Mauricio Sarrias, and Benjamin Leard. “Are Consumers Willing to Pay to Let Cars Drive for Them? Analyzing Response to Autonomous Vehicles.” SSRN Electronic Journal. 2017. https://doi.org/10.2139/ssrn.2851943. 25. Dias, Felipe F., Gopindra S. Nair, Natalia Ruíz-Juri, Chandra R. Bhat, and Arash Mirzaei. “Incorporating Autonomous Vehicles in the Traditional Four-Step Model.” Transportation Research Record: Journal of the Transportation Research Board. Volume 2674, Issue 7, 2020, Pages 348-360 26. Dimatulac, Terence, and Hanna Maoh. 2016. “Modeling the Demand for Renting Electric Vehicles in Canada: A Stated Preference Choice Approach.” World Electric Vehicle Journal. Volume 8, Issue 1, 2016, Pages 225-236. 27. Dai Jingchen, Ruimin Li and Zhiyong Liu, “Does Initial Experience Affect Consumers’ Intention to Use Autonomous Vehicles? Evidence from a Field Experiment in Beijing.” 2021. Accident; Analysis and Prevention Volume 149, 2021, 105778. 28. Ha Taehyun, Sangyeon Kim, Donghak Seo, Sangwon Lee,“Effects of Explanation Types and Perceived Risk on Trust in Autonomous Vehicles.” Transportation Research. Part F, Traffic Psychology and Behaviour Volume 73, 2020, Pages 271-280. 29. Fagnant, Daniel J., and Kara Kockelman. 2014. “The travel and environmental implications of shared autonomous vehicles, using agent-based model scenarios,” Transportation Research Part C: Emerging Technologies. Volume 40, 2014, Pages 1-13. 30. Fagnant, Daniel J., and Kara Kockelman. “Preparing a Nation for Autonomous Vehicles: Opportunities, Barriers and Policy Recommendations.” Transportation Research Part A: Policy and Practice. Volume 77, July 2015, Pages 167-181. 31. Fernández-Heredia, Álvaro, Andrés Monzón and Sergio Jara-Díaz, Understanding cyclists’ perceptions, keys for a successful bicycle promotion. Transportation Research Part A: Policy and Practice, Volume 63, 2014, Pages 1-11. 32. Fernández-Heredia, Álvaro, Sergio Jara-Díaz, and Andrés Monzón. "Modelling bicycle use intention: the role of perceptions." Transportation. Volume 43, Issue 1, 2016, Pages 1-23. 33. Follows, S.B. and Jobber, D. "Environmentally responsible purchase behaviour: a test of a consumer model", European Journal of Marketing, Volume 34. Issue 5, 2000, Pages 723-746. 34. Figliozzi, Miguel A. “Carbon Emissions Reductions in Last Mile and Grocery Deliveries Utilizing Air and Ground Autonomous Vehicles.” Transportation Research Part D: Transport and Environment Volume 85, 2020, 102443. 35. Gkartzonikas, Christos, and Konstantina Gkritza. “What Have We Learned? A Review of Stated Preference and Choice Studies on Autonomous Vehicles.” Transportation Research Part C: Emerging Technologies. Volume 98, January 2019, Pages 323-337. 36. Greenwald, Judith M. and Alain Kornhauser, “It’s up to us: Policies to improve climate outcomes from automated vehicles,”Energy Policy, Volume 127, 2019, Pages 445–451. 37. Haboucha, Chana J., Robert Ishaq, and Yoram Shiftan. “User Preferences Regarding Autonomous Vehicles.” Transportation Research Part C: Emerging Technologies. Volume 78, May 2017, Pages 37-49. 38. Hagl, Maria, and Dongo Rémi Kouabenan. “Safe on the Road – Does Advanced Driver-Assistance Systems Use Affect Road Risk Perception?” Transportation Research Part F: Traffic Psychology and Behaviour. Volume 73, August 2020, Pages 488-498. 39. Hatzenbühler, Jonas, Oded Cats, and Erik Jenelius. “Transitioning towards the Deployment of Line-Based Autonomous Buses: Consequences for Service Frequency and Vehicle Capacity.” Transportation Research Part A: Policy and Practice. Volume 138, August 2020, Pages 491-507. 40. Hardman, Scott, Rosaria Berliner, Gil Tal, “Who will be the early adopters of automated vehicles? Insights from a survey of electric vehicle owners in the United States”, Transportation Research Part D: Transport and Environment, Volume 71, 2019, Pages 248-264. 41. Herrenkind, Bernd, Ilja Nastjuk, Alfred Benedikt Brendel, Simon Trang, and Lutz M. Kolbe. ,“Young People’s Travel Behavior – Using the Life-Oriented Approach to Understand the Acceptance of Autonomous Driving.” Transportation Research Part D: Transport and Environment.Volume 74, September 2019, Pages 214-233 42. Hidaka, Ken, and Takahiro Shiga. 2018. “Forecasting Travel Demand for New Mobility Services Employing Autonomous Vehicles.” Transportation Research Procedia. https://doi.org/10.1016/j.trpro.2018.11.025. 43. Hilgarter, Kethrin and Peter Granig, “Public Perception of Autonomous Vehicles: A Qualitative Study Based on Interviews after Riding an Autonomous Shuttle.” 2020. Transportation Research. Part F, Traffic Psychology and Behaviour 72 (July): 226–43. 44. Hidrue, Michael K. George R. Parsons, Willett Kempton, Meryl P. Gardner, “Willingness to pay for electric vehicles and their attributes”, Resource and Energy Economics, Volume 33, Issue 3, 2011, Pages 686-705. 45. Hong, Zoe Le, Zoe Le Hong, and Naomi Zimmerman. “Air Quality and Greenhouse Gas Implications of Autonomous Vehicles in Vancouver, Canada.” Transportation Research Part D: Transport and Environment. Volume 90, January 2021, 102676 46. House of Councillors, The National Diet of Japan, Chikyūkankyōmondai to senshinkoku no kankyō seisaku (Global environmental problem and environmental policy of a developed country), 2015. 47. Imai Takeyoshi, “Legal regulation of autonomous driving technology: Current conditions and issues in Japan”, IATSS Research, Volume 43, Issue 4, 2019, Pages 263-267. 48. Jain, Manisha, Anand B. Rao, and Anand Patwardhan. “Appliance Labeling and Consumer Heterogeneity: A Discrete Choice Experiment in India.” Applied Energy. Volume 226, September 2018, Pages 213-224 49. Jiang, Zhenling and Chan, Tat and Che, Hai and Wang, Youwei, Consumer Search and Purchase: An Empirical Investigation of Retargeting Based on Consumer Online Behaviors (March 9, 2020). Marketing Science, Forthcoming. 50. Jones, Erick C., and Benjamin D. Leibowicz. “Contributions of Shared Autonomous Vehicles to Climate Change Mitigation.” Transportation Research Part D: Transport and Environment. Volume 72, July 2019, Pages 279-298. 51. Kassens-Noor, Eva, Zeenat Kotval-Karamchandani, and Meng Cai. 2020. “Willingness to Ride and Perceptions of Autonomous Public Transit.” Transportation Research Part A: Policy and Practice. https://doi.org/10.1016/j.tra.2020.05.010. 52. Kowalska-Pyzalska, Anna. 2018. “What Makes Consumers Adopt to Innovative Energy Services in the Energy Market? A Review of Incentives and Barriers.” Renewable and Sustainable Energy Reviews. https://doi.org/10.1016/j.rser.2017.10.103. 53. Kröger, Lars, Tobias Kuhnimhof, and Stefan Trommer. “Does Context Matter? A Comparative Study Modelling Autonomous Vehicle Impact on Travel Behaviour for Germany and the USA.” Transportation Research Part A: Policy and Practice. Volume 138, August 2020, Pages 92-104. 54. Krueger, Rico, Taha H. Rashidi, and John M. Rose. “Preferences for Shared Autonomous Vehicles.” Transportation Research Part C: Emerging Technologies. Volume 69, August 2016, Pages 343-355. 55. Kumagai, Junya, Mihoko Wakamatsu, and Shunsuke Managi. “Do Commuters Adapt to in-Vehicle Crowding on Trains?” Transportation, July 2020, Pages 1–43. 56. Kumar, Rajeev Ranjan, and Kumar Alok. “Adoption of Electric Vehicle: A Literature Review and Prospects for Sustainability.” Journal of Cleaner Production. Volume 253, April 2020, 119911 57. Lavieri, Patrícia S., and Chandra R. Bhat. “Investigating Objective and Subjective Factors Influencing the Adoption, Frequency, and Characteristics of Ride-Hailing Trips.” Transportation Research Part C: Emerging Technologies. Volume 105, August 2019, Pages 100-125. 58. Lee, Jihye, Daeho Lee, Yuri Park, Sangwon Lee, and Taehyun Ha. “Autonomous Vehicles Can Be Shared, but a Feeling of Ownership Is Important: Examination of the Influential Factors for Intention to Use Autonomous Vehicles.” Transportation Research Part C: Emerging Technologies. Volume 107, October 2019, Pages 411-422 59. Li, Shunxi, Pang-Chieh Sui, Jinsheng Xiao, and Richard Chahine. “Policy Formulation for Highly Automated Vehicles: Emerging Importance, Research Frontiers and Insights.” Transportation Research Part A: Policy and Practice. Volume 124, June 2019, Pages 573-586. 60. Litman, Todd. Autonomous Vehicle Implementation Predictions: Implications for Transport Planning, 2013. 61. Liu, Peng, Qianru Guo, Fei Ren, Lin Wang, and Zhigang Xu. “Willingness to Pay for Self-Driving Vehicles: Influences of Demographic and Psychological Factors.” Transportation Research Part C: Emerging Technologies. Volume 100, March 2019, Pages 306-317. 62. Liu, Yuewen, Luo Junlong and Long Zhang. “The Effects of Mobile Payment on Consumer Behavior”, Journal of Consumer Behavior, Volume 20, 2021, Pages 512-520. 63. Liu, Zhaocai and Ziqi Song, “Strategic planning of dedicated autonomous vehicle lanes and autonomous vehicle/toll lanes in transportation networks,”Transportation Research Part C: Emerging Technologies, Volume 106, September 2019, Pages 381–403. 64. Loureiro, Maria L., and Justus Lotade. “Do Fair Trade and Eco-Labels in Coffee Wake up the Consumer Conscience?” Ecological Economics. Volume 53, Issue 1, April 2005, Pages 129-138 65. Lu, Zoe Y., and Christopher K. Hsee. “Less Willing to Pay but More Willing to Buy: How the Elicitation Method Impacts the Valuation of a Promotion.” Journal of Behavioral Decision Making. Volume32, Issue3, July 2019,Pages 334-345 66. Maldonado-Hinarejos, R. (2014) Modeling with an Attitude: Models That Consider Attitudes and Latent Variables Unpublished paper presented at presented at the 85th TRB Annual Meeting, Washington, DC 67. Malokin Aliaksandr, Giovanni Circella, Patricia L. Mokhtarian, “How do activities conducted While Commuting Influence Mode Choice? Using Revealed Preference Models to Inform Public Transportation Advantage and Autonomous Vehicle Scenarios.” Transportation Research Part A: Policy and Practice, Volume 124, June 2019, Pages 82–114. 68. Martin, George T. Sustainability Prospects for Autonomous Vehicles: Environmental, Social, and Urban. Routledge, 2019. 69. Moore, Michael A., Patrícia S. Lavieri, Felipe F. Dias, and Chandra R. Bhat. “On Investigating the Potential Effects of Private Autonomous Vehicle Use on Home/work Relocations and Commute Times.” Transportation Research Part C: Emerging Technologies. Volume 110, January 2020, Pages 166-185. 70. Mordue, Greig, Anders Yeung, and Fan Wu. “The Looming Challenges of Regulating High Level Autonomous Vehicles.” Transportation Research Part A: Policy and Practice. Volume 132, February 2020, Pages 174-187. 71. Morikawa, Taka, Moshe Ben-Akiva, Daniel McFadden, Discrete choice models incorporating revealed preferences and psychometric data, Volume 16, 2002, Advances in Econometrics (Advances in Econometrics, Vol. 16), Emerald Group Publishing Limited, Bingley, Pages29-55. 72. Morita, Tamaki, and Shunsuke Managi. “Autonomous Vehicles: Willingness to Pay and the Social Dilemma.” Transportation Research Part C: Emerging Technologies. Volume 119, October 2020, 102748. 73. Motoaki, Yutaka and Ricardo A. Daziano, “A hybrid-choice latent-class model for the analysis of the effects of weather on cycling demand”, Transportation Research Part A: Policy and Practice. Volume 75, May 2015, Pages 217-230. 74. Nazari, Fatemeh, Mohamadhossein Noruzoliaee, and Abolfazl (kouros) Mohammadian. “Shared versus Private Mobility: Modeling Public Interest in Autonomous Vehicles Accounting for Latent Attitudes.” Transportation Research Part C: Emerging Technologies. Volume 97, December 2018, Pages 456-477. 75. Nordhoff, Sina, Joost de Winter, Miltos Kyriakidis, Bart van Arem, and Riender Happee. 2018. “Acceptance of Driverless Vehicles: Results from a Large Cross-National Questionnaire Study.” Journal of Advanced Transportation. 2018, 5382192. 76. Nordlund, Annika M., and Jörgen Garvill. “Effects of Values, Problem Awareness, and Personal Norm on Willingness to Reduce Personal Car Use.” Journal of Environmental Psychology. Volume 23, Issue 4, December 2003, Pages 339-347. 77. Noruzoliaee, Mohamadhossein, Bo Zou, and Yang Liu. “Roads in Transition: Integrated Modeling of a Manufacturer-Traveler-Infrastructure System in a Mixed Autonomous/human Driving Environment.” Transportation Research Part C: Emerging Technologies. Volume 90, May 2018, Pages 307-333. 78. Nyga, Andreas, Aljoscha Minnich, and Jan Schlüter. “The Effects of Susceptibility, Eco-Friendliness and Dependence on the Consumers’ Willingness to Pay for a Door-to-Door DRT System.” Transportation Research Part A: Policy and Practice. Volume 132, February 2020, Pages 540-558. 79. Oerlemans, Leon A. G., Kai-Ying Chan, and Jako Volschenk. “Willingness to Pay for Green Electricity: A Review of the Contingent Valuation Literature and Its Sources of Error.” Renewable and Sustainable Energy Reviews. Volume 66, December 2016, Pages 875-885. 80. Okada, Takanori, Tetsuya Tamaki, and Shunsuke Managi. “Effect of Environmental Awareness on Purchase Intention and Satisfaction Pertaining to Electric Vehicles in Japan.” Transportation Research Part D: Transport and Environment. Volume 67, February 2019, Pages 503-513. 81. Payre, William, Julien Cestac, and Patricia Delhomme. “Intention to Use a Fully Automated Car: Attitudes and a Priori Acceptability.” Transportation Research Part F: Traffic Psychology and Behaviour. Volume 27, Part B, November 2014, Pages 252-263. 82. Raj, Alok, J. Ajith Kumar, and Prateek Bansal. “A Multicriteria Decision Making Approach to Study Barriers to the Adoption of Autonomous Vehicles.” Transportation Research Part A: Policy and Practice. Volume 133, March 2020, Pages 122-137. 83. Rey, David, and Michael W. Levin. “Blue Phase: Optimal Network Traffic Control for Legacy and Autonomous Vehicles.” Transportation Research Part B: Methodological. Volume 130, December 2019, Pages 105-129. 84. Saleh, Marc, and Marianne Hatzopoulou. “Greenhouse Gas Emissions Attributed to Empty Kilometers in Automated Vehicles.” Transportation Research Part D: Transport and Environment. Volume 88, November 2020, 102567. 85. Shen, Yu, Hongmou Zhang, and Jinhua Zhao. “Integrating Shared Autonomous Vehicle in Public Transportation System: A Supply-Side Simulation of the First-Mile Service in Singapore.” Transportation Research Part A: Policy and Practice. Volume 113, July 2018, Pages 125-136. 86. Shin, Kongjoo, and Shunsuke Managi, “Consumer Demand for Fully Automated Driving Technology: Evidence from Japan”, The Research Institute of Economy, Trade and Industry, 2017. 87. Shin, Kongjoo, Naoto Tada, Shunsuke Managi, “Consumer demand for fully automated driving technology”, Economic Analysis and Policy, Volume 61, 2019, Pages 16-28. 88. Shin, Jungwoo, Chandra R. Bhat, Daehyun You, Venu M. Garikapati, and Ram M. Pendyala. “Consumer Preferences and Willingness to Pay for Advanced Vehicle Technology Options and Fuel Types.” Transportation Research Part C: Emerging Technologies. Volume 60, November 2015, Pages 511-524. 89. Shladover, Steven E., and Christopher Nowakowski. “Regulatory Challenges for Road Vehicle Automation: Lessons from the California Experience.” Transportation Research Part A: Policy and Practice. Volume 122, April 2019, Pages 125-133. 90. Şimşekoğlu, Özlem, Trond Nordfjærn, and Torbjørn Rundmo. “The Role of Attitudes, Transport Priorities, and Car Use Habit for Travel Mode Use and Intentions to Use Public Transportation in an Urban Norwegian Public.” Transport Policy. Volume 42, August 2015, Pages 113-120 91. Stephens, T. S., Gonder, J., Chen, Y., Lin, Z., Liu, C., & Gohlke, D. Estimated Bounds and Important Factors for Fuel Use and Consumer Costs of Connected and Automated Vehicles. NREL (National Renewable Energy Laboratory (NREL), 2016, Golden, CO (United States)). Retrieved from http://www.nrel.gov/docs/fy17osti/67216.pdf 92. Stern, Raphael E., Yuche Chen, Miles Churchill, Fangyu Wu, Maria Laura Delle Monache, Benedetto Piccoli, Benjamin Seibold, Jonathan Sprinkle, and Daniel B. Work. 2019. “Quantifying Air Quality Benefits Resulting from Few Autonomous Vehicles Stabilizing Traffic.” Transportation Research Part D: Transport and Environment. Volume 67, February 2019, Pages 351-365 93. Teisl, Mario F., Brian Roe, Robert L. Hicks,“Can Eco-Labels Tune a Market? Evidence from Dolphin-Safe Labeling.” Journal of Environmental Economics and Management Volume 43, Issue 3, 2002, Pages 339-359. 94. Thogerson, John. “Norms for Environmentally Responsible Behaviour: An Extended Taxonomy.” Journal of Environmental Psychology, Volume 26, Issue 4, 2006, Pages 247-261. 95. Pammer, Kristen, Cassandra Gauld, Angus McKerral, and Caitlin Reeves, “They have to be better than human drivers!” Motorcyclists’ and cyclists’ perceptions of autonomous vehicles,” Transportation Research Part F: Traffic Psychology and Behaviour, Volume 78, 2021, Pages 246-258. 96. Raveau, Sebastin, Ricardo lvarez Daziano, Mara Francisca Yez, Denis Bolduc, andJuan de Dios Ortzar, “Sequential and Simultaneous Estimation of Hybrid Discrete ChoiceModels: Some New Findings,” Transportation Research Record, Volume 2156, Issue 1, 2010, Pages 131-139. 97. Uchida Hirotsugu, Yuko Onozaka, Tamaki Morita, Shunsuke Managi,“Demand for Ecolabeled Seafood in the Japanese Market: A Conjoint Analysis of the Impact of Information and Interaction with Other Labels.” Food Policy, Volume 44, February 2014, Pages 68-76. 98. Upahita, D.P, Y.D. Wong, K.M. Lum, “Effect of driving inactivity on driver’s lateral positioning control: A driving simulator study”, Transportation Research Part F: Traffic Psychology and Behaviour, Volume 58, 2018, Pages 893-905. 99. Walker, Joan, Moshe Ben-Akiva, “Generalized random utility model”, Mathematical Social Sciences, Volume 43, Issue 3, 2002, Pages 303-343. 100. Wu, Jingwen, Hua Liao, Jin-Wei Wang, Tianqi Chen “The Role of Environmental Concern in the Public Acceptance of Autonomous Electric Vehicles: A Survey from China.” 2019. Transportation Research. Part F, Traffic Psychology and Behaviour, Volume 60, January 2019, Pages 37-46. 101. Tardiff, Timothy. J. Causal inferences involving transportation attitudes and behavior. Transportation Research, Volume 11, Issue 6, 1977, Pages 397-404. 102. Tian, Li-Jun, Jiuh-Biing Sheu, and Hai-Jun Huang. “The Morning Commute Problem with Endogenous Shared Autonomous Vehicle Penetration and Parking Space Constraint.” Transportation Research Part B: Methodological. Volume 123, May 2019, Pages 258-278. 103. Panagiotopoulos, Ilias and George Dimitrakopoulos, “An empirical investigation on consumers’ intentions towards autonomous driving”, Transportation Research Part C: Emerging Technologies, Volume 95, 2018, Pages 773-784. 104. Petrović, Dorde, Radomir Mijailović, Dalibor Pešić,“Traffic Accidents with Autonomous Vehicles: Type of Collisions, Manoeuvres and Errors of Conventional Vehicles’ Drivers.” 2020. Transportation Research Procedia, Volume 45, January 2020, Pages 161–168. 105. Plötz, Patrick, Uta Schneider, Joachim Globisch, Elisabeth Dütschke, “Who will buy electric vehicles? Identifying early adopters in Germany”, Transportation Research Part A: Policy and Practice, Volume 67, 2014, Pages 96-109. 106. Wang, Ke, Gang Li, Junlan Chen, Yan Long, Tao Chen, Long Chen, and Qin Xia. “The Adaptability and Challenges of Autonomous Vehicles to Pedestrians in Urban China.” Accident; Analysis and Prevention 145 September 2020: 105692. 107. Wang Zhaohua, Chenyao Zhao, Jianhua Yin, Bin Zhang. “Purchasing Intentions of Chinese Citizens on New Energy Vehicles: How Should One Respond to Current Preferential Policy?” 2017. Journal of Cleaner Production 161 (September): 1000–1010. 108. Waterfield, Gina, Kaplan, Scott. and Zilberman, David. “Willingness to Pay versus Willingness to Vote: Consumer and Voter Avoidance of Genetically Modified Foods”. American Journal of Agricultural Economics, Volume 102, 2020, Pages 505-524. 109. Werff, Ellen van der and Linda Steg, “One Model to Predict Them All: Predicting Energy Behaviours with the Norm Activation Model.” 2015. Energy Research & Social Science Volume 6, March 2015, Pages 8–14. 110. Wertenbroch, Klaus, and Bernd Skiera. “Measuring Consumers’ Willingness to Pay at the Point of Purchase.” Journal of Marketing Research. Volume 39, Issue 2, 2002, Pages 228-241. 111. Whitmarsh, Lorraine, and Saffron O’Neill. “Green Identity, Green Living? The Role of pro-Environmental Self-Identity in Determining Consistency across Diverse pro-Environmental Behaviours.” Journal of Environmental Psychology. Volume 30, Issue 3, September 2010, Pages 305-314 112. Xu, Xian, and Chiang-Ku Fan. “Autonomous Vehicles, Risk Perceptions and Insurance Demand: An Individual Survey in China.” Transportation Research Part A: Policy and Practice. Volume 124, June 2019, Pages 549-556. 113. You, Heyuan. “Agricultural Landscape Dynamics in Response to Economic Transition: Comparisons between Different Spatial Planning Zones in Ningbo Region, China.” Land Use Policy. Volume 61, February 2017, Pages 316-328. 114. Yuen, Kum Fai., Yiik Diew Wong, Fei Ma, Xueqin Wang,“The Determinants of Public Acceptance of Autonomous Vehicles: An Innovation Diffusion Perspective.” 2020. Journal of Cleaner Production, Volume 270, October 2020, 121904. 115. Zawojska, Ewa, Anna Bartczak, and Mikoaj Czajkowski, “Disentangling the effects of policy and payment consequentiality and risk attitudes on stated preferences,”Journal of Envi-ronmental Economics and Management, Volume 93, 2019, Pages 63–84. 116. Zhang, Cheng, Fan Yang, Xinyou Ke, Zhifeng Liu, and Chris Yuan. “Predictive Modeling of Energy Consumption and Greenhouse Gas Emissions from Autonomous Electric Vehicle Operations.” Applied Energy. Volume 254, November 2019, 113597 117. Zhao, Can, Li Li, Xin Pei, Zhiheng Li, Fei-Yue Wang, and Xiangbin Wu. 2020. “A Comparative Study of State-of-the-Art Driving Strategies for Autonomous Vehicles.” Accident; Analysis and Prevention Volume 150, December 2020, Article 105937. 118. Zhao, Xiangmo, Zhen Wang, Zhigang Xu, Yu Wang, Xiaopeng Li, and Xiaobo Qu. “Field Experiments on Longitudinal Characteristics of Human Driver Behavior Following an Autonomous Vehicle.” Transportation Research Part C: Emerging Technologies. Volume 114, May 2020, Pages 205-224. 119. Zhao, Yan, Xiaolei Guo, and Henry X. Liu. 2021. “The Impact of Autonomous Vehicles on Commute Ridesharing with Uncertain Work End Time.” Transportation Research Part B: Methodological. Volume 143, January 2021, Pages 221-248. 120. Zhong, Haotian, Wei Li, Mark W. Burris, Alireza Talebpour, and Kumares C. Sinha. “Will Autonomous Vehicles Change Auto Commuters’ Value of Travel Time?” Transportation Research Part D: Transport and Environment. Volume 83, June 2020, 102303. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/108882 |