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Who is more likely to buy an EV? A descriptive and integrated choice model analysis in the US Midwest

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  • Armantalab, Omid
  • Afzal, Hania
  • Hawkins, Jason

Abstract

This study uses a combined revealed and stated preference approach to analyze vehicle ownership in the US Midwest. We apply integrated choice and latent variable (ICLV) models to survey data that includes current vehicle details, future vehicle preferences, and responses to stated choice tasks. By comparing these approaches, we explore how choice varies between free selection and structured stated choice tasks, and assess the impact of latent attitudinal factors on individual choice variation. Our findings reveal that increasing awareness of electric vehicle (EV) attributes can substantially boost adoption rates. Conversely, concerns regarding long charging times are significant deterrents to EV adoption, while motivations related to environmental benefits, such as reduced air pollution and greenhouse gas (GHG) emissions, serve as strong incentives. Elasticity analysis reveals that the choice of electric vehicles is most sensitive to purchase price, with elasticities of 0.91% for small electric cars, 1.11% for large electric cars, and 0.80% for electric pickup trucks for a one percent change in price. Driving range exhibits the second-highest elasticity, underscoring the critical role of affordability and performance improvements in fostering EV adoption in the US Midwest.

Suggested Citation

  • Armantalab, Omid & Afzal, Hania & Hawkins, Jason, 2026. "Who is more likely to buy an EV? A descriptive and integrated choice model analysis in the US Midwest," Transport Policy, Elsevier, vol. 175(C).
  • Handle: RePEc:eee:trapol:v:175:y:2026:i:c:s0967070x25004202
    DOI: 10.1016/j.tranpol.2025.103877
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    1. Hidrue, Michael K. & Parsons, George R. & Kempton, Willett & Gardner, Meryl P., 2011. "Willingness to pay for electric vehicles and their attributes," Resource and Energy Economics, Elsevier, vol. 33(3), pages 686-705, September.
    2. Sina Sahebi & Sahand Heshami & Mohammad Khojastehpour & Ali Rahimi & Mahyar Mollajani, 2024. "Assessing Public Perception of Car Automation in Iran: Acceptance and Willingness to Pay for Adaptive Cruise Control," Papers 2401.17329, arXiv.org.
    3. 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.
    4. Marco Boeri & Daniel Saure & Alexander Schacht & Elisabeth Riedl & Brett Hauber, 2020. "Modeling Heterogeneity in Patients’ Preferences for Psoriasis Treatments in a Multicountry Study: A Comparison Between Random-Parameters Logit and Latent Class Approaches," PharmacoEconomics, Springer, vol. 38(6), pages 593-606, June.
    5. Diamond, David, 2009. "The impact of government incentives for hybrid-electric vehicles: Evidence from US states," Energy Policy, Elsevier, vol. 37(3), pages 972-983, March.
    6. Afzal, Hania & Hawkins, Jason, 2024. "Electric vehicle and supply equipment adoption dynamics in the United States," Energy Policy, Elsevier, vol. 193(C).
    7. Katarzyna Sobiech-Grabka & Anna Stankowska & Krzysztof Jerzak, 2022. "Determinants of Electric Cars Purchase Intention in Poland: Personal Attitudes v. Economic Arguments," Energies, MDPI, vol. 15(9), pages 1-26, April.
    8. Ivan K. W. Lai & Yide Liu & Xinbo Sun & Hao Zhang & Weiwei Xu, 2015. "Factors Influencing the Behavioural Intention towards Full Electric Vehicles: An Empirical Study in Macau," Sustainability, MDPI, vol. 7(9), pages 1-22, September.
    9. Zhang, Cong & Greenblatt, Jeffery B. & MacDougall, Pamela & Saxena, Samveg & Jayam Prabhakar, Aditya, 2020. "Quantifying the benefits of electric vehicles on the future electricity grid in the midwestern United States," Applied Energy, Elsevier, vol. 270(C).
    10. Anil Khurana & V. V. Ravi Kumar & Manish Sidhpuria, 2020. "A Study on the Adoption of Electric Vehicles in India: The Mediating Role of Attitude," Vision, , vol. 24(1), pages 23-34, March.
    11. 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.
    12. 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.
    13. Milad Ghasri & Ali Ardeshiri & Taha Rashidi, 2019. "Perceived Advantage in Perspective Application of Integrated Choice and Latent Variable Model to Capture Electric Vehicles Perceived Advantage from Consumers Perspective," Papers 1905.11606, arXiv.org, revised Nov 2019.
    14. Andrew Daly & Stephane Hess & Kenneth Train, 2012. "Assuring finite moments for willingness to pay in random coefficient models," Transportation, Springer, vol. 39(1), pages 19-31, January.
    15. Cecere, Grazia & Corrocher, Nicoletta & Guerzoni, Marco, 2018. "Price or performance? A probabilistic choice analysis of the intention to buy electric vehicles in European countries," Energy Policy, Elsevier, vol. 118(C), pages 19-32.
    16. 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.
    17. Anders F. Jensen & Elisabetta Cherchi & Stefan L. Mabit & Juan de Dios Ortúzar, 2017. "Predicting the Potential Market for Electric Vehicles," Transportation Science, INFORMS, vol. 51(2), pages 427-440, May.
    18. Jose J. Soto & Victor Cantillo & Julian Arellana, 2018. "Incentivizing alternative fuel vehicles: the influence of transport policies, attitudes and perceptions," Transportation, Springer, vol. 45(6), pages 1721-1753, November.
    19. Hsu, Chih-Wei & Fingerman, Kevin, 2021. "Public electric vehicle charger access disparities across race and income in California," Transport Policy, Elsevier, vol. 100(C), pages 59-67.
    20. Higgins, Christopher D. & Mohamed, Moataz & Ferguson, Mark R., 2017. "Size matters: How vehicle body type affects consumer preferences for electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 100(C), pages 182-201.
    21. Plananska, Jana & Gamma, Karoline, 2022. "Product bundling for accelerating electric vehicle adoption: A mixed-method empirical analysis of Swiss customers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    22. Laxman Prasad Ghimire & Yeonbae Kim & Nawa Raj Dhakal, 2023. "Which Policies and Factors Drive Electric Vehicle Use in Nepal?," Energies, MDPI, vol. 16(21), pages 1-19, November.
    23. Vergis, Sydney & Chen, Belinda, 2015. "Comparison of plug-in electric vehicle adoption in the United States: A state by state approach," Research in Transportation Economics, Elsevier, vol. 52(C), pages 56-64.
    24. Ziwen Ling & Christopher R. Cherry & Yi Wen, 2021. "Determining the Factors That Influence Electric Vehicle Adoption: A Stated Preference Survey Study in Beijing, China," Sustainability, MDPI, vol. 13(21), pages 1-22, October.
    25. 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.
    26. Austmann, Leonhard M., 2021. "Drivers of the electric vehicle market: A systematic literature review of empirical studies," Finance Research Letters, Elsevier, vol. 41(C).
    27. Eazaz Sadeghvaziri & Ramina Javid & Hananeh Omidi & Mahmoud Arafat, 2024. "A Machine Learning Approach to Understanding Sociodemographic Factors in Electric Vehicle Ownership in the U.S," Sustainability, MDPI, vol. 16(23), pages 1-17, November.
    28. Vij, Akshay & Walker, Joan L., 2016. "How, when and why integrated choice and latent variable models are latently useful," Transportation Research Part B: Methodological, Elsevier, vol. 90(C), pages 192-217.
    29. Jia, Wenjian & Chen, T. Donna, 2023. "Investigating heterogeneous preferences for plug-in electric vehicles: Policy implications from different choice models," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
    30. Stephane Hess & Mark Fowler & Thomas Adler & Aniss Bahreinian, 2012. "A joint model for vehicle type and fuel type choice: evidence from a cross-nested logit study," Transportation, Springer, vol. 39(3), pages 593-625, May.
    31. Chakraborty, Debapriya & Bunch, David S. & Brownstone, David & Xu, Bingzheng & Tal, Gil, 2022. "Plug-in electric vehicle diffusion in California: Role of exposure to new technology at home and work," Transportation Research Part A: Policy and Practice, Elsevier, vol. 156(C), pages 133-151.
    32. Iogansen, Xiatian & Wang, Kailai & Bunch, David & Matson, Grant & Circella, Giovanni, 2023. "Deciphering the factors associated with adoption of alternative fuel vehicles in California: An investigation of latent attitudes, socio-demographics, and neighborhood effects," Transportation Research Part A: Policy and Practice, Elsevier, vol. 168(C).
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