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Understanding decision-making dynamics for vehicle-to-grid adoption in China: a hybrid choice model approach

Author

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  • Yan, Qianqian
  • Lin, Zhenhong
  • Chen, Xiaoru

Abstract

Vehicle-to-Grid (V2G) technology enables bidirectional energy flow between electric vehicles (EVs) and the grid, leveraging parked vehicles for energy management and grid stability. As a leading nation in EV and renewable electricity adoption, China is well-positioned to develop and implement V2G technology. However, the success of V2G technology hinges on public engagement. This study examines the public’s willingness to engage with V2G technology in China. Through a web-based stated choice survey, we explore consumer preferences regarding V2G attributes and latent variables using a hybrid choice model (HCM). The results highlight the importance of plugged-in hours and economic incentives in shaping public willingness to engage with V2G. Regarding latent variables, “Benefits”, “Concerns”, and “Technology affinity” are significantly related. The Willingness to Accept (WTA) was also calculated, revealing the monetary compensation consumers expect to be paid with the changes of V2G contract attributes levels. Additionally, pseudo-elasticity analysis quantifies how changes in specific attributes affect the probability of consumer engagement, providing further insights for policy and incentive design. In conclusion, this research provides actionable insights for policymakers to enhance V2G adoption and customer satisfaction.

Suggested Citation

  • Yan, Qianqian & Lin, Zhenhong & Chen, Xiaoru, 2026. "Understanding decision-making dynamics for vehicle-to-grid adoption in China: a hybrid choice model approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 209(C).
    • Handle: RePEc:eee:transa:v:209:y:2026:i:c:s0965856426001679
    DOI: 10.1016/j.tra.2026.105026
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    1. Huang, Bing & Meijssen, Aart Gerard & Annema, Jan Anne & Lukszo, Zofia, 2021. "Are electric vehicle drivers willing to participate in vehicle-to-grid contracts? A context-dependent stated choice experiment," Energy Policy, Elsevier, vol. 156(C).
    2. Fanchao Liao & Eric Molin & Bert van Wee, 2017. "Consumer preferences for electric vehicles: a literature review," Transport Reviews, Taylor & Francis Journals, vol. 37(3), pages 252-275, May.
    3. Pavitra Paul & Claudia Berlin & Maud Maessen & Hannu Valtonen, 2018. "A comparison of regret-based and utility-based discrete choice modelling – an empirical illustration with hospital bed choice," Applied Economics, Taylor & Francis Journals, vol. 50(40), pages 4295-4305, August.
    4. Mehdizadeh, Milad & Nayum, Alim & Nordfjærn, Trond & Klöckner, Christian A., 2024. "Are Norwegian car users ready for a transition to vehicle-to-grid technology?," Transport Policy, Elsevier, vol. 146(C), pages 126-136.
    5. Liao, Zitong & Taiebat, Morteza & Xu, Ming, 2021. "Shared autonomous electric vehicle fleets with vehicle-to-grid capability: Economic viability and environmental co-benefits," Applied Energy, Elsevier, vol. 302(C).
    6. Cherchi, Elisabetta, 2017. "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, Elsevier, vol. 100(C), pages 88-104.
    7. Ho-Yin Mak & Runyu Tang, 2024. "Collaborative Vehicle-to-Grid Operations in Frequency Regulation Markets," Manufacturing & Service Operations Management, INFORMS, vol. 26(3), pages 814-833, May.
    8. Hu, Yang & Bahamonde-Birke, Francisco J. & Ettema, Dick, 2025. "Vehicle-to-grid, why not? An interview with battery electric vehicle users with various driving patterns in Utrecht, the Netherlands," Transport Policy, Elsevier, vol. 164(C), pages 231-240.
    9. Kester, Johannes & Noel, Lance & Zarazua de Rubens, Gerardo & Sovacool, Benjamin K., 2018. "Promoting Vehicle to Grid (V2G) in the Nordic region: Expert advice on policy mechanisms for accelerated diffusion," Energy Policy, Elsevier, vol. 116(C), pages 422-432.
    10. Zhao, Ying & Hu, Yan & Feng, Tao & Zhang, Anming, 2025. "Passengers’ vertiport choices for integrated urban air mobility and airline services," Transport Policy, Elsevier, vol. 171(C), pages 960-969.
    11. Balbontin, Camila & Hensher, David A. & Beck, Matthew J., 2022. "Advanced modelling of commuter choice model and work from home during COVID-19 restrictions in Australia," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 162(C).
    12. Parsons, George R. & Hidrue, Michael K. & Kempton, Willett & Gardner, Meryl P., 2014. "Willingness to pay for vehicle-to-grid (V2G) electric vehicles and their contract terms," Energy Economics, Elsevier, vol. 42(C), pages 313-324.
    13. Zbigniew Bohdanowicz & Jarosław Kowalski & Cezary Biele, 2022. "Intentions to Charge Electric Vehicles Using Vehicle-to-Grid Technology among People with Different Motivations to Save Energy," Sustainability, MDPI, vol. 14(19), pages 1-10, October.
    14. Mehdizadeh, Milad & Nordfjaern, Trond & Klöckner, Christian A., 2023. "Estimating financial compensation and minimum guaranteed charge for vehicle-to-grid technology," Energy Policy, Elsevier, vol. 180(C).
    15. Hidrue, Michael K. & Parsons, George R., 2015. "Is there a near-term market for vehicle-to-grid electric vehicles?," Applied Energy, Elsevier, vol. 151(C), pages 67-76.
    16. Uddin, Kotub & Dubarry, Matthieu & Glick, Mark B., 2018. "The viability of vehicle-to-grid operations from a battery technology and policy perspective," Energy Policy, Elsevier, vol. 113(C), pages 342-347.
    17. Geske, Joachim & Schumann, Diana, 2018. "Willing to participate in vehicle-to-grid (V2G)? Why not!," Energy Policy, Elsevier, vol. 120(C), pages 392-401.
    18. Kubli, Merla & Loock, Moritz & Wüstenhagen, Rolf, 2018. "The flexible prosumer: Measuring the willingness to co-create distributed flexibility," Energy Policy, Elsevier, vol. 114(C), pages 540-548.
    19. Mau, Paulus & Eyzaguirre, Jimena & Jaccard, Mark & Collins-Dodd, Colleen & Tiedemann, Kenneth, 2008. "The 'neighbor effect': Simulating dynamics in consumer preferences for new vehicle technologies," Ecological Economics, Elsevier, vol. 68(1-2), pages 504-516, December.
    20. Martinez-Laserna, E. & Gandiaga, I. & Sarasketa-Zabala, E. & Badeda, J. & Stroe, D.-I. & Swierczynski, M. & Goikoetxea, A., 2018. "Battery second life: Hype, hope or reality? A critical review of the state of the art," Renewable and Sustainable Energy Reviews, Elsevier, vol. 93(C), pages 701-718.
    21. Rishabh Ghotge & Koen Philippe Nijssen & Jan Anne Annema & Zofia Lukszo, 2022. "Use before You Choose: What Do EV Drivers Think about V2G after Experiencing It?," Energies, MDPI, vol. 15(13), pages 1-22, July.
    22. Wynne W. Chin & Abhijit Gopal & W. David Salisbury, 1997. "Advancing the Theory of Adaptive Structuration: The Development of a Scale to Measure Faithfulness of Appropriation," Information Systems Research, INFORMS, vol. 8(4), pages 342-367, December.
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