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Do Electric Vehicle Users Travel Differently? Findings From Register and Real-World Travel Data

Author

Listed:
  • Lång, Elisabeth

    (Swedish National Road and Transport Research Institute (VTI); Department of Management and Engineering, Linköping University)

  • Adell, Emeli

    (Trivector Traffic)

  • Winslott Hiselius, Lena

    (Department of Technology and Society, Lund University)

Abstract

We examine whether electric vehicle (EV) users travel differently from internal combustion engine vehicle (ICEV) users, and whether any observed differences arise from trip frequency, trip length, or user characteristics. We use two unique and complementary contemporary data sources: national register data on annual vehicle kilometers traveled (VKT) at the car level and multi-month GPS travel diaries capturing daily mobility patterns for battery electric vehicles (BEV), plug-in hybrid electric vehicles (PHEV), and ICEV users. Register-based results show that privately owned BEVs and PHEVs are driven substantially longer annual distances than ICEVs, even after conditioning on registered user sociodemographic characteristics and car attributes. GPS data reveal more modest differences: BEV users drive longer daily distances but do not make more trips. The BEV–ICEV gap diminishes when car class and individual characteristics are controlled for, and PHEV users do not differ systematically from ICEV users. Overall, the higher VKT among EVs and EV users— particularly for BEVs—either reflects selection, whereby high-mileage drivers are more likely to adopt EVs, or behavioral responses, whereby EV ownership lowers the perceived cost of car travel and encourages substitution toward more distant destinations.

Suggested Citation

  • Lång, Elisabeth & Adell, Emeli & Winslott Hiselius, Lena, 2026. "Do Electric Vehicle Users Travel Differently? Findings From Register and Real-World Travel Data," Working Papers 2026:2, Swedish National Road & Transport Research Institute (VTI).
    • Handle: RePEc:hhs:vtiwps:2026_002
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    References listed on IDEAS

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    1. Mullahy, John, 1998. "Much ado about two: reconsidering retransformation and the two-part model in health econometrics," Journal of Health Economics, Elsevier, vol. 17(3), pages 247-281, June.
    2. John Mullahy, 1998. "Much Ado About Two: Reconsidering Retransformation and the Two-Part Model in Health Economics," NBER Technical Working Papers 0228, National Bureau of Economic Research, Inc.
    3. Eva Gutiérrez‐i‐Puigarnau & Jos N. Van Ommeren, 2011. "Welfare Effects Of Distortionary Fringe Benefits Taxation: The Case Of Employer‐Provided Cars," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(4), pages 1105-1122, November.
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    Keywords

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    JEL classification:

    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation
    • 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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