IDEAS home Printed from https://ideas.repec.org/a/eee/transe/v170y2023ics1366554522003878.html
   My bibliography  Save this article

Optimal electric vehicle subsidy and pricing decisions with consideration of EV anxiety and EV preference in green and non-green consumers

Author

Listed:
  • Li, Kunpeng
  • Wang, Lan

Abstract

Electric vehicles (EVs) are an important part of the solution to climate change due to their reduction in carbon emissions. Purchase subsidies have been efficient tools in overcoming the cost barrier. In this paper, we formulate an analytical model to study the impact of EV anxiety and EVs’ environmental benefits on optimal subsidy and pricing decisions. We consider a market consisting of a vehicle manufacturer, a social planner and two segments of consumers: green and non-green. Both segments have EV anxiety. The manufacturer produces and sells both EVs and traditional vehicles. EV purchase decisions are influenced by consumers’ EV anxiety, preference for EVs, EV subsidy amounts, and retail prices for both EVs and traditional vehicles. Our results justify the necessity of a subsidy program in promoting EV sales. We identify the optimal subsidy under various market conditions. We further analyze how environmental benefit and consumers’ EV anxiety impact the optimal subsidy decisions. We find that it is optimal to offer the maximum level of subsidy when the environmental benefit is above a certain threshold value. Our results also show that the optimal subsidy either decreases or increases in consumers’ EV anxiety, depending on the level of environmental benefit of EVs. In addition, we show that EV anxiety has both positive and negative effects on the demand for EVs, but overall harms EV adoption.

Suggested Citation

  • Li, Kunpeng & Wang, Lan, 2023. "Optimal electric vehicle subsidy and pricing decisions with consideration of EV anxiety and EV preference in green and non-green consumers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 170(C).
  • Handle: RePEc:eee:transe:v:170:y:2023:i:c:s1366554522003878
    DOI: 10.1016/j.tre.2022.103010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1366554522003878
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tre.2022.103010?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Fan, Zhi-Ping & Cao, Yue & Huang, Chun-Yong & Li, Yongli, 2020. "Pricing strategies of domestic and imported electric vehicle manufacturers and the design of government subsidy and tariff policies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    2. Jonathan Chemama & Maxime C. Cohen & Ruben Lobel & Georgia Perakis, 2019. "Consumer Subsidies with a Strategic Supplier: Commitment vs. Flexibility," Management Science, INFORMS, vol. 65(2), pages 681-713, February.
    3. Shao, Lulu & Yang, Jun & Zhang, Min, 2017. "Subsidy scheme or price discount scheme? Mass adoption of electric vehicles under different market structures," European Journal of Operational Research, Elsevier, vol. 262(3), pages 1181-1195.
    4. Zhang, Juan & Huang, Jian, 2021. "Vehicle product-line strategy under government subsidy programs for electric/hybrid vehicles," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 146(C).
    5. Ho-Yin Mak & Ying Rong & Zuo-Jun Max Shen, 2013. "Infrastructure Planning for Electric Vehicles with Battery Swapping," Management Science, INFORMS, vol. 59(7), pages 1557-1575, July.
    6. He, Fang & Wu, Di & Yin, Yafeng & Guan, Yongpei, 2013. "Optimal deployment of public charging stations for plug-in hybrid electric vehicles," Transportation Research Part B: Methodological, Elsevier, vol. 47(C), pages 87-101.
    7. H, Gopi & K B, Rangappa, 2021. "Utilization Pattern of PM-KISAN Benefits," MPRA Paper 114232, University Library of Munich, Germany, revised 10 Mar 2021.
    8. Bonges, Henry A. & Lusk, Anne C., 2016. "Addressing electric vehicle (EV) sales and range anxiety through parking layout, policy and regulation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 83(C), pages 63-73.
    9. ., 2021. "Rise of the modern electric vehicle," Chapters, in: The Global Rise of the Modern Plug-In Electric Vehicle, chapter 1, pages 1-33, Edward Elgar Publishing.
    10. Jian Huang & Mingming Leng & Liping Liang & Jian Liu, 2013. "Promoting electric automobiles: supply chain analysis under a government’s subsidy incentive scheme," IISE Transactions, Taylor & Francis Journals, vol. 45(8), pages 826-844.
    11. Encarnação, Sara & Santos, Fernando P. & Santos, Francisco C. & Blass, Vered & Pacheco, Jorge M. & Portugali, Juval, 2018. "Paths to the adoption of electric vehicles: An evolutionary game theoretical approach," Transportation Research Part B: Methodological, Elsevier, vol. 113(C), pages 24-33.
    12. 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.
    13. Lan Wang & Gangshu (George) Cai & Andy A. Tsay & Asoo J. Vakharia, 2017. "Design of the Reverse Channel for Remanufacturing: Must Profit-Maximization Harm the Environment?," Production and Operations Management, Production and Operations Management Society, vol. 26(8), pages 1585-1603, August.
    14. Luo, Chunlin & Leng, Mingming & Huang, Jian & Liang, Liping, 2014. "Supply chain analysis under a price-discount incentive scheme for electric vehicles," European Journal of Operational Research, Elsevier, vol. 235(1), pages 329-333.
    15. Lizhi Wang & Anhua Lin & Yihsu Chen, 2010. "Potential impact of recharging plug‐in hybrid electric vehicles on locational marginal prices," Naval Research Logistics (NRL), John Wiley & Sons, vol. 57(8), pages 686-700, December.
    16. Maxime C. Cohen & Ruben Lobel & Georgia Perakis, 2016. "The Impact of Demand Uncertainty on Consumer Subsidies for Green Technology Adoption," Management Science, INFORMS, vol. 62(5), pages 1235-1258, May.
    17. Gallagher, Kelly Sims & Muehlegger, Erich, 2011. "Giving green to get green? Incentives and consumer adoption of hybrid vehicle technology," Journal of Environmental Economics and Management, Elsevier, vol. 61(1), pages 1-15, January.
    18. Breetz, Hanna L. & Salon, Deborah, 2018. "Do electric vehicles need subsidies? Ownership costs for conventional, hybrid, and electric vehicles in 14 U.S. cities," Energy Policy, Elsevier, vol. 120(C), pages 238-249.
    19. Guo, Fang & Yang, Jun & Lu, Jianyi, 2018. "The battery charging station location problem: Impact of users’ range anxiety and distance convenience," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 114(C), pages 1-18.
    20. Asoo J. Vakharia & Lan Wang, 2014. "Uniform vs. Retailer-Specific Pricing: Incentive Alignment to Enhance Supply Chain Efficiency," Production and Operations Management, Production and Operations Management Society, vol. 23(7), pages 1176-1182, July.
    21. 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.
    22. Jenn, Alan & Springel, Katalin & Gopal, Anand R., 2018. "Effectiveness of electric vehicle incentives in the United States," Energy Policy, Elsevier, vol. 119(C), pages 349-356.
    23. Buket Avci & Karan Girotra & Serguei Netessine, 2015. "Electric Vehicles with a Battery Switching Station: Adoption and Environmental Impact," Management Science, INFORMS, vol. 61(4), pages 772-794, April.
    24. Binshuo Bao & Junhai Ma & Mark Goh, 2020. "Short- and long-term repeated game behaviours of two parallel supply chains based on government subsidy in the vehicle market," International Journal of Production Research, Taylor & Francis Journals, vol. 58(24), pages 7507-7530, December.
    25. 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).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Srivastava, Abhishek & Kumar, Rajeev Ranjan & Chakraborty, Abhishek & Mateen, Arqum & Narayanamurthy, Gopalakrishnan, 2022. "Design and selection of government policies for electric vehicles adoption: A global perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 161(C).
    2. Ding, Yanyan & Jian, Sisi, 2022. "Strategic collaboration between land owners and charging station operators: Lease or outsource?," Transportation Research Part B: Methodological, Elsevier, vol. 166(C), pages 183-211.
    3. 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).
    4. Lingling Shi & Suresh P. Sethi & Metin Çakanyıldırım, 2022. "Promoting electric vehicles: Reducing charging inconvenience and price via station and consumer subsidies," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4333-4350, December.
    5. Gao, Yongling & Leng, Mingming & Zhang, Yaping & Liang, Liping, 2022. "Incentivizing the adoption of electric vehicles in city logistics: Pricing, driving range, and usage decisions under time window policies," International Journal of Production Economics, Elsevier, vol. 245(C).
    6. Shen, Zuo-Jun Max & Feng, Bo & Mao, Chao & Ran, Lun, 2019. "Optimization models for electric vehicle service operations: A literature review," Transportation Research Part B: Methodological, Elsevier, vol. 128(C), pages 462-477.
    7. Khatua, Apalak & Ranjan Kumar, Rajeev & Kumar De, Supriya, 2023. "Institutional enablers of electric vehicle market: Evidence from 30 countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 170(C).
    8. Cheng, Fei & Chen, Tong & Chen, Qiao, 2022. "Cost-reducing strategy or emission-reducing strategy? The choice of low-carbon decisions under price threshold subsidy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
    9. Yoo, Seung Ho & Choi, Thomas Y. & Sheu, Jiuh-Biing, 2021. "Electric vehicles and product–service platforms: Now and in future," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    10. Jiayi Joey Yu & Christopher S. Tang & Musen Kingsley Li & Zuo‐Jun Max Shen, 2022. "Coordinating Installation of Electric Vehicle Charging Stations between Governments and Automakers," Production and Operations Management, Production and Operations Management Society, vol. 31(2), pages 681-696, February.
    11. Deng, Shiming & Li, Wei & Wang, Tian, 2020. "Subsidizing mass adoption of electric vehicles with a risk-averse manufacturer," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 547(C).
    12. Ma, Junhai & Hou, Yaming & Wang, Zongxian & Yang, Wenhui, 2021. "Pricing strategy and coordination of automobile manufacturers based on government intervention and carbon emission reduction," Energy Policy, Elsevier, vol. 148(PA).
    13. Liangui Peng & Ying Li & Hui Yu, 2021. "Effects of Dual Credit Policy and Consumer Preferences on Production Decisions in Automobile Supply Chain," Sustainability, MDPI, vol. 13(11), pages 1-19, May.
    14. Fan, Zhi-Ping & Cao, Yue & Huang, Chun-Yong & Li, Yongli, 2020. "Pricing strategies of domestic and imported electric vehicle manufacturers and the design of government subsidy and tariff policies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 143(C).
    15. Brozynski, Max T. & Leibowicz, Benjamin D., 2022. "A multi-level optimization model of infrastructure-dependent technology adoption: Overcoming the chicken-and-egg problem," European Journal of Operational Research, Elsevier, vol. 300(2), pages 755-770.
    16. Tan, Bing Qing & Kang, Kai & Zhong, Ray Y., 2023. "Electric vehicle charging infrastructure investment strategy analysis: State-owned versus private parking lots," Transport Policy, Elsevier, vol. 141(C), pages 54-71.
    17. Gu, Huaying & Liu, Zhixue & Qing, Qiankai, 2017. "Optimal electric vehicle production strategy under subsidy and battery recycling," Energy Policy, Elsevier, vol. 109(C), pages 579-589.
    18. Huang, Weixiang & Zhu, Han, 2021. "Performance evaluation and improvement for ZEV credit regulation in a competitive environment," Omega, Elsevier, vol. 102(C).
    19. Li Liu & Zhe Wang & Jiangtao Xu & Zaisheng Zhang, 2023. "Green baton: how government interventions advance green technological innovation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11121-11152, October.
    20. Zhang, Juan & Huang, Jian, 2021. "Vehicle product-line strategy under government subsidy programs for electric/hybrid vehicles," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 146(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transe:v:170:y:2023:i:c:s1366554522003878. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600244/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.