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Consumer preferences for business models in electric vehicle adoption

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  • Liao, Fanchao
  • Molin, Eric
  • Timmermans, Harry
  • van Wee, Bert

Abstract

Successful market penetration of electric vehicles may not only rely on the characteristics of the technology but also on the business models available on the market. This study aims to assess and quantify consumer preferences for business models in the context of Electric Vehicle (EV) adoption. In particular, we explore the impact of attitudes on preferences and choices regarding business models. We examine three business models in the present study: battery leasing, vehicle leasing and mobility guarantee. We design a stated choice experiment to disentangle the effect of business models from other factors and estimate a hybrid choice model. According to the results, the preferences for business models depend on the vehicle type: for battery electric vehicle (BEV), vehicle leasing is the most preferred option and battery leasing is the least preferred, while for conventional cars (CV) and plug-in hybrids (PHEV) the traditional business model of full purchase remains more popular. The attitudes of pro-convenience, pro-ownership and pro-EV leasing are all significantly associated with the choice of business models. As for mobility guarantee, we do not find any significant effect on utility. Finally, we discuss the implications for business strategy and government policy derived from our results.

Suggested Citation

  • Liao, Fanchao & Molin, Eric & Timmermans, Harry & van Wee, Bert, 2019. "Consumer preferences for business models in electric vehicle adoption," Transport Policy, Elsevier, vol. 73(C), pages 12-24.
  • Handle: RePEc:eee:trapol:v:73:y:2019:i:c:p:12-24
    DOI: 10.1016/j.tranpol.2018.10.006
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    1. Zellner, Arnold, 1970. "Estimation of Regression Relationships Containing Unobservable Independent Variables," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 11(3), pages 441-454, October.
    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. Bohnsack, René & Pinkse, Jonatan & Kolk, Ans, 2014. "Business models for sustainable technologies: Exploring business model evolution in the case of electric vehicles," Research Policy, Elsevier, vol. 43(2), pages 284-300.
    4. Romain Beaume & Christophe Midler, 2009. "From technology competition to reinventing individual ecomobility: new design strategies for electric vehicles," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 9(2), pages 174-190.
    5. Budde Christensen, Thomas & Wells, Peter & Cipcigan, Liana, 2012. "Can innovative business models overcome resistance to electric vehicles? Better Place and battery electric cars in Denmark," Energy Policy, Elsevier, vol. 48(C), pages 498-505.
    6. Christoph Zott & Raphael Amit, 2008. "The fit between product market strategy and business model: implications for firm performance," Strategic Management Journal, Wiley Blackwell, vol. 29(1), pages 1-26, January.
    7. Valeri, Eva & Danielis, Romeo, 2015. "Simulating the market penetration of cars with alternative fuelpowertrain technologies in Italy," Transport Policy, Elsevier, vol. 37(C), pages 44-56.
    8. Daniel McFadden, 1986. "The Choice Theory Approach to Market Research," Marketing Science, INFORMS, vol. 5(4), pages 275-297.
    9. Liao, Fanchao & Molin, Eric & Timmermans, Harry & van Wee, Bert, 2018. "The impact of business models on electric vehicle adoption: A latent transition analysis approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 531-546.
    10. Hoen, Anco & Koetse, Mark J., 2014. "A choice experiment on alternative fuel vehicle preferences of private car owners in the Netherlands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 199-215.
    11. Ben-Akiva, Moshe & McFadden, Daniel & Train, Kenneth & Börsch-Supan, Axel, 2002. "Hybrid Choice Models: Progress and Challenges," Sonderforschungsbereich 504 Publications 02-29, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
    12. Kim, Jinhee & Rasouli, Soora & Timmermans, Harry, 2014. "Expanding scope of hybrid choice models allowing for mixture of social influences and latent attitudes: Application to intended purchase of electric cars," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 71-85.
    13. Aurélie Glerum & Lidija Stankovikj & Michaël Thémans & Michel Bierlaire, 2014. "Forecasting the Demand for Electric Vehicles: Accounting for Attitudes and Perceptions," Transportation Science, INFORMS, vol. 48(4), pages 483-499, November.
    14. Kley, Fabian & Lerch, Christian & Dallinger, David, 2011. "New business models for electric cars--A holistic approach," Energy Policy, Elsevier, vol. 39(6), pages 3392-3403, June.
    15. Zubaryeva, Alyona & Thiel, Christian & Barbone, Enrico & Mercier, Arnaud, 2012. "Assessing factors for the identification of potential lead markets for electrified vehicles in Europe: expert opinion elicitation," Technological Forecasting and Social Change, Elsevier, vol. 79(9), pages 1622-1637.
    16. Bubeck, Steffen & Tomaschek, Jan & Fahl, Ulrich, 2016. "Perspectives of electric mobility: Total cost of ownership of electric vehicles in Germany," Transport Policy, Elsevier, vol. 50(C), pages 63-77.
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