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What determines consumers' acceptance of electric vehicles: A survey in Shanghai, China

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  • Zhao, Xingrong
  • Ma, Ye
  • Shao, Shuai
  • Ma, Tieju

Abstract

In China, although the number of registered electric vehicles (EVs) has recently risen, the market share of EVs is not comparable to that of conventional internal combustion engine vehicles (ICEVs). To identify the determinants of EV acceptance, this study performs a questionnaire survey in Shanghai, the economic center of China and one of the earliest pilot cities for promoting EVs, using the structural equation model (SEM) to investigate the influences of five external factors and eight demographic characteristics on consumers' EV purchases. In particular, we examine the peer effect of consumers to explore the impact of consumer interaction on EV diffusion. Although rarely considered in previous studies, peer effects have a significant impact on the diffusion of new products. In addition, we conduct a heterogeneity analysis between consumers who have bought EVs and those who have not. The results demonstrate that the main buyer of EVs in Shanghai is younger, mainly between 31 and 40 years old. Consumers with high income, high education and living in the city center are more willing to choose EVs, while families with large family members prefer not to buy EVs. Consumers who have not bought EVs are more concerned about EV performance. Consumers who have already purchased EVs pay more attention to the availability of charging facilities and government policies related to EVs, especially the free license plate policy in Shanghai. Particularly, peer effects play a significant role in consumers' EV purchase decisions of the two types of consumers, which proves that the information exchange between peers has a great influence on their purchase decisions. This study provides evidence for the catalytic role of peer effects in consumers' purchasing of EVs. The outcomes of this paper provide evidence for governments and enterprises on the importance of the role of peer effects and consumer heterogeneity in EV diffusion.

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  • Zhao, Xingrong & Ma, Ye & Shao, Shuai & Ma, Tieju, 2022. "What determines consumers' acceptance of electric vehicles: A survey in Shanghai, China," Energy Economics, Elsevier, vol. 108(C).
    • Handle: RePEc:eee:eneeco:v:108:y:2022:i:c:s014098832100640x
    DOI: 10.1016/j.eneco.2021.105805
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    References listed on IDEAS

    as
    1. Bernard J. Jansen & Mimi Zhang & Kate Sobel & Abdur Chowdury, 2009. "Twitter power: Tweets as electronic word of mouth," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(11), pages 2169-2188, November.
    2. Liu, Haoxiang & Wang, David Z.W., 2017. "Locating multiple types of charging facilities for battery electric vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 103(C), pages 30-55.
    3. Bansal, Prateek & Kumar, Rajeev Ranjan & Raj, Alok & Dubey, Subodh & Graham, Daniel J., 2021. "Willingness to pay and attitudinal preferences of Indian consumers for electric vehicles," Energy Economics, Elsevier, vol. 100(C).
    4. Lin, Boqiang & Wu, Wei, 2017. "Economic viability of battery energy storage and grid strategy: A special case of China electricity market," Energy, Elsevier, vol. 124(C), pages 423-434.
    5. Brad Sago & Craig Hinnenkamp, 2014. "The Impact Of Significant Negative News On Consumer Behavior Towards Favorite Brands," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 8(1), pages 65-72.
    6. Anders Jensen & Elisabetta Cherchi & Juan Dios Ortúzar, 2014. "A long panel survey to elicit variation in preferences and attitudes in the choice of electric vehicles," Transportation, Springer, vol. 41(5), pages 973-993, September.
    7. Deconinck, Koen & Swinnen, Johan, 2015. "Peer effects and the rise of beer in Russia," Food Policy, Elsevier, vol. 51(C), pages 83-96.
    8. Wang, Shanyong & Wang, Jing & Li, Jun & Wang, Jinpeng & Liang, Liang, 2018. "Policy implications for promoting the adoption of electric vehicles: Do consumer’s knowledge, perceived risk and financial incentive policy matter?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 58-69.
    9. Gerardo Zarazua de Rubens & Lance Noel & Benjamin K. Sovacool, 2018. "Dismissive and deceptive car dealerships create barriers to electric vehicle adoption at the point of sale," Nature Energy, Nature, vol. 3(6), pages 501-507, June.
    10. Noori, Mehdi & Tatari, Omer, 2016. "Development of an agent-based model for regional market penetration projections of electric vehicles in the United States," Energy, Elsevier, vol. 96(C), pages 215-230.
    11. Michael K. Lim & Ho-Yin Mak & Ying Rong, 2015. "Toward Mass Adoption of Electric Vehicles: Impact of the Range and Resale Anxieties," Manufacturing & Service Operations Management, INFORMS, vol. 17(1), pages 101-119, February.
    12. She, Zhen-Yu & Qing Sun, & Ma, Jia-Jun & Xie, Bai-Chen, 2017. "What are the barriers to widespread adoption of battery electric vehicles? A survey of public perception in Tianjin, China," Transport Policy, Elsevier, vol. 56(C), pages 29-40.
    13. Kumar, Rajeev Ranjan & Chakraborty, Abhishek & Mandal, Prasenjit, 2021. "Promoting electric vehicle adoption: Who should invest in charging infrastructure?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    14. Junquera, Beatriz & Moreno, Blanca & Álvarez, Roberto, 2016. "Analyzing consumer attitudes towards electric vehicle purchasing intentions in Spain: Technological limitations and vehicle confidence," Technological Forecasting and Social Change, Elsevier, vol. 109(C), pages 6-14.
    15. Yongyou Nie & Enci Wang & Qinxin Guo & Junyi Shen, 2018. "Examining Shanghai Consumer Preferences for Electric Vehicles and Their Attributes," Sustainability, MDPI, vol. 10(6), pages 1-16, June.
    16. Yang, Xiaofang & Jin, Wen & Jiang, Hai & Xie, Qianyan & Shen, Wei & Han, Weijian, 2017. "Car ownership policies in China: Preferences of residents and influence on the choice of electric cars," Transport Policy, Elsevier, vol. 58(C), pages 62-71.
    17. Mohamed, Moataz & Higgins, Chris & Ferguson, Mark & Kanaroglou, Pavlos, 2016. "Identifying and characterizing potential electric vehicle adopters in Canada: A two-stage modelling approach," Transport Policy, Elsevier, vol. 52(C), pages 100-112.
    18. Krupa, Joseph S. & Rizzo, Donna M. & Eppstein, Margaret J. & Brad Lanute, D. & Gaalema, Diann E. & Lakkaraju, Kiran & Warrender, Christina E., 2014. "Analysis of a consumer survey on plug-in hybrid electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 64(C), pages 14-31.
    19. Sinan Aral, 2011. "Commentary--Identifying Social Influence: A Comment on Opinion Leadership and Social Contagion in New Product Diffusion," Marketing Science, INFORMS, vol. 30(2), pages 217-223, 03-04.
    20. Qian, Lixian & Grisolía, Jose M. & Soopramanien, Didier, 2019. "The impact of service and government-policy attributes on consumer preferences for electric vehicles in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 122(C), pages 70-84.
    21. Shafiei, Ehsan & Thorkelsson, Hedinn & Ásgeirsson, Eyjólfur Ingi & Davidsdottir, Brynhildur & Raberto, Marco & Stefansson, Hlynur, 2012. "An agent-based modeling approach to predict the evolution of market share of electric vehicles: A case study from Iceland," Technological Forecasting and Social Change, Elsevier, vol. 79(9), pages 1638-1653.
    22. Dagsvik, John K. & Wennemo, Tom & Wetterwald, Dag G. & Aaberge, Rolf, 2002. "Potential demand for alternative fuel vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 36(4), pages 361-384, May.
    23. Sierzchula, William & Bakker, Sjoerd & Maat, Kees & van Wee, Bert, 2014. "The influence of financial incentives and other socio-economic factors on electric vehicle adoption," Energy Policy, Elsevier, vol. 68(C), pages 183-194.
    24. Prateek Bansal & Rajeev Ranjan Kumar & Alok Raj & Subodh Dubey & Daniel J. Graham, 2021. "Willingness to Pay and Attitudinal Preferences of Indian Consumers for Electric Vehicles," Papers 2101.08008, arXiv.org, revised May 2021.
    25. Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 681-704.
    26. Wang, Ning & Tang, Linhao & Pan, Huizhong, 2018. "Analysis of public acceptance of electric vehicles: An empirical study in Shanghai," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 284-291.
    27. Bryan Bollinger & Kenneth Gillingham, 2012. "Peer Effects in the Diffusion of Solar Photovoltaic Panels," Marketing Science, INFORMS, vol. 31(6), pages 900-912, November.
    28. Hu, Xu & Yang, Zhaojun & Sun, Jun & Zhang, Yali, 2021. "Exempting battery electric vehicles from traffic restrictions: Impacts on market and environment under Pigovian taxation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 154(C), pages 53-91.
    29. Noll, Daniel & Dawes, Colleen & Rai, Varun, 2014. "Solar Community Organizations and active peer effects in the adoption of residential PV," Energy Policy, Elsevier, vol. 67(C), pages 330-343.
    30. Ma, Shao-Chao & Xu, Jin-Hua & Fan, Ying, 2019. "Willingness to pay and preferences for alternative incentives to EV purchase subsidies: An empirical study in China," Energy Economics, Elsevier, vol. 81(C), pages 197-215.
    31. Wu, Jingwen & Liao, Hua & Wang, Jin-Wei, 2020. "Analysis of consumer attitudes towards autonomous, connected, and electric vehicles: A survey in China," Research in Transportation Economics, Elsevier, vol. 80(C).
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