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Barriers to the adoption of fuel cell vehicles: A qualitative investigation into early adopters attitudes

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  • Hardman, Scott
  • Shiu, Eric
  • Steinberger-Wilckens, Robert
  • Turrentine, Thomas

Abstract

Fuel Cell Vehicles (FCVs) are now approaching wider spread consumer adoption, with some of the largest OEMs having released or about to release commercial products. However, research into consumer perceptions of FCVs has been extremely limited to date. This paper investigates automotive early adopter attitudes toward FCVs by performing interviews with high-end BEV owners. This sample was chosen as based on a preceding study it was expected that these adopters would have a greater level of awareness and knowledge of FCVs compared to the general population. It was expected that this would lead to more insightful results. In this study 5 consumer barriers to FCV adoption emerge. These are; the lack of hydrogen infrastructure, the source of hydrogen, the inability of FCVs to be recharged from home, cost issues and also concerns about hydrogen safety. This paper goes on to make recommendations on how to solve these consumer barriers stating that; hydrogen infrastructure needs to be pre-developed, hydrogen should be sustainably generated, FCVs should have the ability to be partially charged at home, hydrogen fuel will need to be subsidised in the early market, vehicles need to be positioned in the correct markets, and safety concerns can be mitigated partly through education and outreach. Finally this paper finds that consumers do desire the range of a FCV and there is also consumer demand for FCVs ability to provide emergency back-up power.

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  • Hardman, Scott & Shiu, Eric & Steinberger-Wilckens, Robert & Turrentine, Thomas, 2017. "Barriers to the adoption of fuel cell vehicles: A qualitative investigation into early adopters attitudes," Transportation Research Part A: Policy and Practice, Elsevier, vol. 95(C), pages 166-182.
    • Handle: RePEc:eee:transa:v:95:y:2017:i:c:p:166-182
    DOI: 10.1016/j.tra.2016.11.012
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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. Seebauer, Sebastian, 2015. "Why early adopters engage in interpersonal diffusion of technological innovations: An empirical study on electric bicycles and electric scooters," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 146-160.
    3. Offer, G.J. & Contestabile, M. & Howey, D.A. & Clague, R. & Brandon, N.P., 2011. "Techno-economic and behavioural analysis of battery electric, hydrogen fuel cell and hybrid vehicles in a future sustainable road transport system in the UK," Energy Policy, Elsevier, vol. 39(4), pages 1939-1950, April.
    4. 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.
    5. Axsen, Jonn & Kurani, Kenneth S., 2013. "Hybrid, plug-in hybrid, or electric—What do car buyers want?," Energy Policy, Elsevier, vol. 61(C), pages 532-543.
    6. Melaina, Marc W, 2007. "Turn of the century refueling: A review of innovations in early gasoline refueling methods and analogies for hydrogen," Institute of Transportation Studies, Working Paper Series qt8501255w, Institute of Transportation Studies, UC Davis.
    7. Kurani, Kenneth & Turrentine, Thomas & Sperling, Daniel, 1996. "Testing Electric Vehicle Demand in `Hybrid Households' Using a Reflexive Survey," Institute of Transportation Studies, Working Paper Series qt0sb956wq, Institute of Transportation Studies, UC Davis.
    8. Bunch, David S. & Bradley, Mark & Golob, Thomas F. & Kitamura, Ryuichi & Occhiuzzo, Gareth P., 1993. "Demand for clean-fuel vehicles in California: A discrete-choice stated preference pilot project," Transportation Research Part A: Policy and Practice, Elsevier, vol. 27(3), pages 237-253, May.
    9. Park, Sang Yong & Kim, Jong Wook & Lee, Duk Hee, 2011. "Development of a market penetration forecasting model for Hydrogen Fuel Cell Vehicles considering infrastructure and cost reduction effects," Energy Policy, Elsevier, vol. 39(6), pages 3307-3315, June.
    10. Turrentine, Tom & Garas, Dahlia & Lentz, Andy & Woodjack, Justin, 2011. "The UC Davis MINI E Consumer Study," Institute of Transportation Studies, Working Paper Series qt15g9v24c, Institute of Transportation Studies, UC Davis.
    11. 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.
    12. 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.
    13. Brownstone, David & Bunch, David S. & Golob, Thomas F. & Ren, Weiping, 1996. "A Transaction Choice Model for Forecasting Demand for Alternative-Fuel Vehicles," University of California Transportation Center, Working Papers qt0244r8g2, University of California Transportation Center.
    14. 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.
    15. 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.
    16. Kurani, Kenneth S & Turrentine, Tom & Sperling, Daniel, 1994. "Demand for electric vehicles in hybrid households: an exploratory analysis," Transport Policy, Elsevier, vol. 1(4), pages 244-256, October.
    17. Williams, Brett D & Kurani, Kenneth S, 2007. "Commercializing light-duty plug-in/plug-out hydrogen-fuel-cell vehicles: “Mobile Electricity” technologies and opportunities," Institute of Transportation Studies, Working Paper Series qt34x5p0kn, Institute of Transportation Studies, UC Davis.
    18. Mourato, Susana & Saynor, Bob & Hart, David, 2004. "Greening London's black cabs: a study of driver's preferences for fuel cell taxis," Energy Policy, Elsevier, vol. 32(5), pages 685-695, March.
    19. Golob, Thomas F. & Torous, Jane & Bradley, Mark & Brownstone, David & Crane, Soheila Soltani & Bunch, David S., 1997. "Commercial fleet demand for alternative-fuel vehicles in California," Transportation Research Part A: Policy and Practice, Elsevier, vol. 31(3), pages 219-233, May.
    20. Heffner, Reid R. & Kurani, Kenneth S & Turrentine, Tom, 2005. "Effects of Vehicle Image in Gasoline-Hybrid Electric Vehicles," Institute of Transportation Studies, Working Paper Series qt812778bc, Institute of Transportation Studies, UC Davis.
    21. Parente, Stephen L & Prescott, Edward C, 1994. "Barriers to Technology Adoption and Development," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 298-321, April.
    22. Campbell, Amy R. & Ryley, Tim & Thring, Rob, 2012. "Identifying the early adopters of alternative fuel vehicles: A case study of Birmingham, United Kingdom," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(8), pages 1318-1327.
    23. Schoots, K. & Kramer, G.J. & van der Zwaan, B.C.C., 2010. "Technology learning for fuel cells: An assessment of past and potential cost reductions," Energy Policy, Elsevier, vol. 38(6), pages 2887-2897, June.
    24. Yetano Roche, María & Mourato, Susana & Fischedick, Manfred & Pietzner, Katja & Viebahn, Peter, 2010. "Public attitudes towards and demand for hydrogen and fuel cell vehicles: A review of the evidence and methodological implications," Energy Policy, Elsevier, vol. 38(10), pages 5301-5310, October.
    25. Caperello, Nicolette & Kurani, Kenneth S. & TyreeHageman, Jennifer, 2013. "Do You Mind if I Plug-in My Car? How etiquette shapes PEV drivers’ vehicle charging behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 54(C), pages 155-163.
    26. Hardman, Scott & Shiu, Eric & Steinberger-Wilckens, Robert, 2016. "Comparing high-end and low-end early adopters of battery electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 40-57.
    27. Kurani, Kenneth S. & Turrentine, Tom & Sperling, Daniel, 1994. "Demand for Electric Vehicles in Hybrid Households: An Exploratory Analysis," University of California Transportation Center, Working Papers qt1c29r4hr, University of California Transportation Center.
    28. Heffner, Reid R. & Kurani, Ken & Turrentine, Tom, 2005. "Effects of Vehicle Image in Gasoline-Hybrid Electric Vehicles," Institute of Transportation Studies, Working Paper Series qt5gd4n9nc, Institute of Transportation Studies, UC Davis.
    29. Martin, Elliot & Shaheen, Susan A & Lipman, Timothy E & Lidicker, Jeffrey R, 2009. "Behavioral response to hydrogen fuel cell vehicles and refueling: Results of California drive clinics," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt20c342sp, Institute of Transportation Studies, UC Berkeley.
    30. Melaina, Marc W., 2007. "Turn of the century refueling: A review of innovations in early gasoline refueling methods and analogies for hydrogen," Energy Policy, Elsevier, vol. 35(10), pages 4919-4934, October.
    31. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 5-24, February.
    32. Dickerson, Mary Dee & Gentry, James W, 1983. "Characteristics of Adopters and Non-Adopters of Home Computers," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(2), pages 225-235, September.
    33. Dumortier, Jerome & Siddiki, Saba & Carley, Sanya & Cisney, Joshua & Krause, Rachel M. & Lane, Bradley W. & Rupp, John A. & Graham, John D., 2015. "Effects of providing total cost of ownership information on consumers’ intent to purchase a hybrid or plug-in electric vehicle," Transportation Research Part A: Policy and Practice, Elsevier, vol. 72(C), pages 71-86.
    34. Onat, Nuri Cihat & Kucukvar, Murat & Tatari, Omer, 2015. "Conventional, hybrid, plug-in hybrid or electric vehicles? State-based comparative carbon and energy footprint analysis in the United States," Applied Energy, Elsevier, vol. 150(C), pages 36-49.
    35. Brownstone, David & Bunch, David S & Golob, Thomas F & Ren, Weiping, 1996. "A Transactions Choice Model for Forecasting Demand for Alternative-Fuel Vehicles," University of California Transportation Center, Working Papers qt3sm7w9zk, University of California Transportation Center.
    36. Turrentine, Thomas S. & Kurani, Kenneth S., 2007. "Car buyers and fuel economy?," Energy Policy, Elsevier, vol. 35(2), pages 1213-1223, February.
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