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The role of psychological factors on vehicle kilometer travelled (VKT) for battery electric vehicle (BEV) users

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  • Hasan, Saiful
  • Simsekoglu, Özlem

Abstract

Electric vehicles (EVs) are related to various symbols, identities, and beliefs, and are considered much more than a means of transport. Existing literature has investigated the contribution of financial incentives and various psychological factors to the EV purchase decision. However, few studies investigate the effect of psychological factors on post-purchase EV use. We emphasize that the ultimate success in the widespread acceptance of EVs depends acutely on their post-purchase use. This study empirically addressed the effect of perceived attributes related to EVs, perceived accidental risk, self-environmental identity, and general environmental beliefs on the annual vehicle kilometres travelled (VKT) by battery electric vehicle (BEV) owners. Drivers who own only BEVs and those who own both internal combustion engine vehicles and BEVs were compared to identify the role of psychological factors in BEV use in a Norwegian sample. The dataset was analysed using an ordinary least squared regression model. The socio-demographic characteristics and mobility patterns of the two groups are investigated. The findings indicate that economic aspects are positively associated with annual VKT for sole BEV owners, whereas perceived operating barriers have a negative effect on annual VKT for the other group. The results suggest the inclusion of psychological factors in predicting a more precise model of the induced travel demand of EV owners, which, in turn, is necessary to estimate energy demand accurately and to take steps in establishing the required infrastructure.

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  • Hasan, Saiful & Simsekoglu, Özlem, 2020. "The role of psychological factors on vehicle kilometer travelled (VKT) for battery electric vehicle (BEV) users," Research in Transportation Economics, Elsevier, vol. 82(C).
  • Handle: RePEc:eee:retrec:v:82:y:2020:i:c:s0739885920300780
    DOI: 10.1016/j.retrec.2020.100880
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    1. Simsekoglu, Özlem, 2018. "Socio-demographic characteristics, psychological factors and knowledge related to electric car use: A comparison between electric and conventional car drivers," Transport Policy, Elsevier, vol. 72(C), pages 180-186.
    2. Egbue, Ona & Long, Suzanna, 2012. "Barriers to widespread adoption of electric vehicles: An analysis of consumer attitudes and perceptions," Energy Policy, Elsevier, vol. 48(C), pages 717-729.
    3. Hymel, Kent M. & Small, Kenneth A. & Dender, Kurt Van, 2010. "Induced demand and rebound effects in road transport," Transportation Research Part B: Methodological, Elsevier, vol. 44(10), pages 1220-1241, December.
    4. 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.
    5. Pasaoglu, G. & Fiorello, D. & Martino, A. & Zani, L. & Zubaryeva, A. & Thiel, C., 2014. "Travel patterns and the potential use of electric cars – Results from a direct survey in six European countries," Technological Forecasting and Social Change, Elsevier, vol. 87(C), pages 51-59.
    6. Turrentine, Tom & Kurani, Kenneth S, 2007. "Car buyers and fuel economy?," Institute of Transportation Studies, Working Paper Series qt56x845v4, Institute of Transportation Studies, UC Davis.
    7. Krause, Rachel M. & Carley, Sanya R. & Lane, Bradley W. & Graham, John D., 2013. "Perception and reality: Public knowledge of plug-in electric vehicles in 21 U.S. cities," Energy Policy, Elsevier, vol. 63(C), pages 433-440.
    8. Plötz, Patrick & Schneider, Uta & Globisch, Joachim & Dütschke, Elisabeth, 2014. "Who will buy electric vehicles? Identifying early adopters in Germany," Transportation Research Part A: Policy and Practice, Elsevier, vol. 67(C), pages 96-109.
    9. 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.
    10. Kaplan, Sigal & Gruber, Johannes & Reinthaler, Martin & Klauenberg, Jens, 2016. "Intentions to introduce electric vehicles in the commercial sector: A model based on the theory of planned behaviour," Research in Transportation Economics, Elsevier, vol. 55(C), pages 12-19.
    11. Figenbaum, Erik & Assum, Terje & Kolbenstvedt, Marika, 2015. "Electromobility in Norway: Experiences and Opportunities," Research in Transportation Economics, Elsevier, vol. 50(C), pages 29-38.
    12. Barbarossa, Camilla & De Pelsmacker, Patrick & Moons, Ingrid, 2017. "Personal Values, Green Self-identity and Electric Car Adoption," Ecological Economics, Elsevier, vol. 140(C), pages 190-200.
    13. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    14. Wu, Geng & Inderbitzin, Alessandro & Bening, Catharina, 2015. "Total cost of ownership of electric vehicles compared to conventional vehicles: A probabilistic analysis and projection across market segments," Energy Policy, Elsevier, vol. 80(C), pages 196-214.
    15. Palmer, Kate & Tate, James E. & Wadud, Zia & Nellthorp, John, 2018. "Total cost of ownership and market share for hybrid and electric vehicles in the UK, US and Japan," Applied Energy, Elsevier, vol. 209(C), pages 108-119.
    16. Peterson, Robert A, 1994. "A Meta-analysis of Cronbach's Coefficient Alpha," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(2), pages 381-391, September.
    17. van Wee, Bert, 2011. "Evaluating the impact of land use on travel behaviour: the environment versus accessibility," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1530-1533.
    18. Kenneth Button, 2010. "Transport Economics, 3rd Edition," Books, Edward Elgar Publishing, number 1863.
    19. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    20. Azadfar, Elham & Sreeram, Victor & Harries, David, 2015. "The investigation of the major factors influencing plug-in electric vehicle driving patterns and charging behaviour," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1065-1076.
    21. Anders Skonhoft & Bjart Holtsmark, 2014. "The Norwegian support and subsidy of electric cars. Should it be adopted by other countries?," Working Paper Series 15814, Department of Economics, Norwegian University of Science and Technology.
    22. Jihye Byun & Sungjin Park & Kitae Jang, 2017. "Rebound Effect or Induced Demand? Analyzing the Compound Dual Effects on VMT in the U.S," Sustainability, MDPI, vol. 9(2), pages 1-10, February.
    23. Steg, Linda, 2005. "Car use: lust and must. Instrumental, symbolic and affective motives for car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 147-162.
    24. Heffner, Reid & Kurani, Kenneth S. & Turrentine, Thomas S., 2007. "Symbolism In Early Markets For Hybrid Electric Vehicles," Institute of Transportation Studies, Working Paper Series qt0v04n3rg, Institute of Transportation Studies, UC Davis.
    25. Franke, Thomas & Krems, Josef F., 2013. "What drives range preferences in electric vehicle users?," Transport Policy, Elsevier, vol. 30(C), pages 56-62.
    26. Turrentine, Thomas S. & Kurani, Kenneth S., 2007. "Car buyers and fuel economy?," Energy Policy, Elsevier, vol. 35(2), pages 1213-1223, February.
    27. Giuliano, Genevieve & Dargay, Joyce, 2006. "Car ownership, travel and land use: a comparison of the US and Great Britain," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(2), pages 106-124, February.
    28. Shimp, Terence A & Bearden, William O, 1982. "Warranty and Other Extrinsic Cue Effects on Consumers' Risk Perceptions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 9(1), pages 38-46, June.
    29. Schuitema, Geertje & Anable, Jillian & Skippon, Stephen & Kinnear, Neale, 2013. "The role of instrumental, hedonic and symbolic attributes in the intention to adopt electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 48(C), pages 39-49.
    30. Ingunn Olea Lund & Trond Nordfjærn & Torbjorn Rundmo, 2012. "Associations between risk judgments and demand for transport risk mitigation," Journal of Risk Research, Taylor & Francis Journals, vol. 15(9), pages 1171-1182, October.
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    2. Kovárník Richard & Staňková Michaela, 2021. "Determinants of Electric Car Sales in Europe," LOGI – Scientific Journal on Transport and Logistics, Sciendo, vol. 12(1), pages 214-225, January.
    3. Silvia Tomasi & Alyona Zubaryeva & Cesare Pizzirani & Margherita Dal Col & Jessica Balest, 2021. "Propensity to Choose Electric Vehicles in Cross-Border Alpine Regions," Sustainability, MDPI, vol. 13(8), pages 1-20, April.
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    5. Huang, Hai-chao & He, Hong-di & Peng, Zhong-ren, 2024. "Urban-scale estimation model of carbon emissions for ride-hailing electric vehicles during operational phase," Energy, Elsevier, vol. 293(C).

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    More about this item

    Keywords

    Battery electric cars; Travel demand; Perceived attributes; Electric vehicles; Psychological factors; Vehicle kilometres travelled; Mobility pattern;
    All these keywords.

    JEL classification:

    • Q28 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Government Policy
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

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