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Profiling Spanish Prospective Buyers of Electric Vehicles Based on Demographics

Author

Listed:
  • Jose Esteves

    (Department of Information Systems and Technology, IE Business School, 28006 Madrid, Spain)

  • Daniel Alonso-Martínez

    (Facultad de Ciencias Económicas y Empresariales, Campus de Vegazana s/n, Universidad de León, 24071 León, Spain)

  • Guillermo de Haro

    (Departamento de Dirección Estratégica, Emprendimiento e Innovación, EAE Business School, 28002 Madrid, Spain)

Abstract

As traffic congestion and air pollution rise at alarming rates in many cities worldwide, new smart technologies are emerging to meet the urban mobility challenge. In addition, automotive firms have transformed their business models to make them more sustainable and to adjust to demand response. Electric vehicles (EVs) represent a viable option to reduce ecological damage and improve public health. However, in the previous literature, no consensus has been reached on the profile of prospective buyers of EVs. Based on a large-scale sample of Spanish citizens and using cluster analysis, our study provides a better understanding of the demographics of such prospective buyers. We identified four types of EV prospective buyers. Our results show that although men have a strong preference for EVs, low-income older women prove to be the most EV-aware group; their automotive driving experience and concern for sustainability could be among the underlying causes of this particular interest. Another valuable insight is the greater partiality of older people for EVs. These findings have many implications for managers, especially in the automotive industry, policymakers, and sustainability strategists. They show that EV prospective buyers should not be approached as a homogeneous group but as a heterogeneous group with different socio-demographic characteristics that might help decision-makers make better business decisions.

Suggested Citation

  • Jose Esteves & Daniel Alonso-Martínez & Guillermo de Haro, 2021. "Profiling Spanish Prospective Buyers of Electric Vehicles Based on Demographics," Sustainability, MDPI, vol. 13(16), pages 1-22, August.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:16:p:9223-:d:616004
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    References listed on IDEAS

    as
    1. Guadalupe González-Sánchez & María Isabel Olmo-Sánchez & Elvira Maeso-González, 2021. "Challenges and Strategies for Post-COVID-19 Gender Equity and Sustainable Mobility," Sustainability, MDPI, vol. 13(5), pages 1-19, February.
    2. David A. Price & Zhu Wang, 2012. "Explaining the car industry cluster: the case of U.S. car makers from 1895-1969," Richmond Fed Economic Brief, Federal Reserve Bank of Richmond, issue Oct.
    3. Jan Johanson & Jan-Erik Vahlne, 2009. "The Uppsala internationalization process model revisited: From liability of foreignness to liability of outsidership," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(9), pages 1411-1431, December.
    4. Li, Xiaomin & Chen, Pu & Wang, Xingwu, 2017. "Impacts of renewables and socioeconomic factors on electric vehicle demands – Panel data studies across 14 countries," Energy Policy, Elsevier, vol. 109(C), pages 473-478.
    5. Gatignon, Hubert & Robertson, Thomas S, 1985. "A Propositional Inventory for New Diffusion Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 11(4), pages 849-867, March.
    6. Micha T. Kahlen & Wolfgang Ketter & Jan van Dalen, 2018. "Electric Vehicle Virtual Power Plant Dilemma: Grid Balancing Versus Customer Mobility," Production and Operations Management, Production and Operations Management Society, vol. 27(11), pages 2054-2070, November.
    7. Musti, Sashank & Kockelman, Kara M., 2011. "Evolution of the household vehicle fleet: Anticipating fleet composition, PHEV adoption and GHG emissions in Austin, Texas," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(8), pages 707-720, October.
    8. Crozier, Constance & Apostolopoulou, Dimitra & McCulloch, Malcolm, 2018. "Mitigating the impact of personal vehicle electrification: A power generation perspective," Energy Policy, Elsevier, vol. 118(C), pages 474-481.
    9. Cecere, Grazia & Corrocher, Nicoletta & Gossart, Cédric & Ozman, Muge, 2014. "Technological pervasiveness and variety of innovators in Green ICT: A patent-based analysis," Research Policy, Elsevier, vol. 43(10), pages 1827-1839.
    10. Caulfield, Brian & Farrell, Séona & McMahon, Brian, 2010. "Examining individuals preferences for hybrid electric and alternatively fuelled vehicles," Transport Policy, Elsevier, vol. 17(6), pages 381-387, November.
    11. Miltiadis D. Lytras & Anna Visvizi, 2018. "Who Uses Smart City Services and What to Make of It: Toward Interdisciplinary Smart Cities Research," Sustainability, MDPI, vol. 10(6), pages 1-16, June.
    12. Simmons, Geoff & Giraldo, Jorge Esteban Diez & Truong, Yann & Palmer, Mark, 2018. "Uncovering the link between governance as an innovation process and socio-economic regime transition in cities," Research Policy, Elsevier, vol. 47(1), pages 241-251.
    13. Mouter, Niek & van Cranenburgh, Sander & van Wee, Bert, 2017. "An empirical assessment of Dutch citizens' preferences for spatial equality in the context of a national transport investment plan," Journal of Transport Geography, Elsevier, vol. 60(C), pages 217-230.
    14. Sorrell, Steve, 2015. "Reducing energy demand: A review of issues, challenges and approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 74-82.
    15. Crane, Randall, 2007. "Is There a Quiet Revolution in Women's Travel? Revisiting the Gender Gap in Commuting," University of California Transportation Center, Working Papers qt8nj9n8nb, University of California Transportation Center.
    16. 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.
    17. Chenlei Xue & Huaguo Zhou & Qunqi Wu & Xueying Wu & Xingbo Xu, 2021. "Impact of Incentive Policies and Other Socio-Economic Factors on Electric Vehicle Market Share: A Panel Data Analysis from the 20 Countries," Sustainability, MDPI, vol. 13(5), pages 1-12, March.
    18. Lieven, Theo, 2015. "Policy measures to promote electric mobility – A global perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 82(C), pages 78-93.
    19. Yanbo Ge & Christopher R. Knittel & Don MacKenzie & Stephen Zoepf, 2016. "Racial and Gender Discrimination in Transportation Network Companies," NBER Working Papers 22776, National Bureau of Economic Research, Inc.
    20. Hardman, Scott & Lee, Jae Hyun & Tal, Gil, 2019. "How do drivers use automation? Insights from a survey of partially automated vehicle owners in the United States," Transportation Research Part A: Policy and Practice, Elsevier, vol. 129(C), pages 246-256.
    21. She, Zhen-Yu & Qing Sun, & Ma, Jia-Jun & Xie, Bai-Chen, 2017. "What are the barriers to widespread adoption of battery electric vehicles? A survey of public perception in Tianjin, China," Transport Policy, Elsevier, vol. 56(C), pages 29-40.
    22. 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.
    23. Guan, Jian Cheng & Yan, Yan, 2016. "Technological proximity and recombinative innovation in the alternative energy field," Research Policy, Elsevier, vol. 45(7), pages 1460-1473.
    24. 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.
    25. Zhang, Yong & Yu, Yifeng & Zou, Bai, 2011. "Analyzing public awareness and acceptance of alternative fuel vehicles in China: The case of EV," Energy Policy, Elsevier, vol. 39(11), pages 7015-7024.
    26. Banister, David & Bowling, Ann, 2004. "Quality of life for the elderly: the transport dimension," Transport Policy, Elsevier, vol. 11(2), pages 105-115, April.
    27. Shaheen, Susan PhD & Chan, Nelson, 2016. "Mobility and the Sharing Economy: Potential to Overcome First- and Last-Mile Public Transit Connections," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt8042k3d7, Institute of Transportation Studies, UC Berkeley.
    28. Zeinab Rezvani & Johan Jansson & Maria Bengtsson, 2018. "Consumer motivations for sustainable consumption: The interaction of gain, normative and hedonic motivations on electric vehicle adoption," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1272-1283, December.
    29. Axsen, Jonn & TyreeHageman, Jennifer & Lentz, Andy, 2012. "Lifestyle practices and pro-environmental technology," Ecological Economics, Elsevier, vol. 82(C), pages 64-74.
    30. Manel Arribas-Ibar & Petra A. Nylund & Alexander Brem, 2021. "The Risk of Dissolution of Sustainable Innovation Ecosystems in Times of Crisis: The Electric Vehicle during the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(3), pages 1-14, January.
    31. Canepa, Kathryn & Hardman, Scott & Tal, Gil, 2019. "An early look at plug-in electric vehicle adoption in disadvantaged communities in California," Transport Policy, Elsevier, vol. 78(C), pages 19-30.
    32. Almeida Neves, Sónia & Cardoso Marques, António & Alberto Fuinhas, José, 2019. "Technological progress and other factors behind the adoption of electric vehicles: Empirical evidence for EU countries," Research in Transportation Economics, Elsevier, vol. 74(C), pages 28-39.
    33. Elena Higueras-Castillo & Sebastian Molinillo & J. Andres Coca-Stefaniak & Francisco Liébana-Cabanillas, 2020. "Potential Early Adopters of Hybrid and Electric Vehicles in Spain—Towards a Customer Profile," Sustainability, MDPI, vol. 12(11), pages 1-18, May.
    34. Zulfiqar Ali Lashari & Joonho Ko & Junseok Jang, 2021. "Consumers’ Intention to Purchase Electric Vehicles: Influences of User Attitude and Perception," Sustainability, MDPI, vol. 13(12), pages 1-14, June.
    35. Docherty, Iain & Marsden, Greg & Anable, Jillian, 2018. "The governance of smart mobility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 115(C), pages 114-125.
    36. Sierzchula, William & Bakker, Sjoerd & Maat, Kees & van Wee, Bert, 2014. "The influence of financial incentives and other socio-economic factors on electric vehicle adoption," Energy Policy, Elsevier, vol. 68(C), pages 183-194.
    37. de Jong, Jeroen P.J. & von Hippel, Eric & Gault, Fred & Kuusisto, Jari & Raasch, Christina, 2015. "Market failure in the diffusion of consumer-developed innovations: Patterns in Finland," Research Policy, Elsevier, vol. 44(10), pages 1856-1865.
    38. Makena Coffman & Paul Bernstein & Sherilyn Wee, 2017. "Electric vehicles revisited: a review of factors that affect adoption," Transport Reviews, Taylor & Francis Journals, vol. 37(1), pages 79-93, January.
    39. Arundel, Anthony & Casali, Luca & Hollanders, Hugo, 2015. "How European public sector agencies innovate: The use of bottom-up, policy-dependent and knowledge-scanning innovation methods," Research Policy, Elsevier, vol. 44(7), pages 1271-1282.
    40. Johannes Conrads & Morten Rasmussen & Niall Winters & Anne Geniet & Laurentz Langer, 2017. "Digital Education Policies in Europe and Beyond: Key Design Principles for More Effective Policies," JRC Research Reports JRC109311, Joint Research Centre.
    41. Panayotis Christidis & Caralampo Focas, 2019. "Factors Affecting the Uptake of Hybrid and Electric Vehicles in the European Union," Energies, MDPI, vol. 12(18), pages 1-16, September.
    42. Tanaka, Makoto & Ida, Takanori & Murakami, Kayo & Friedman, Lee, 2014. "Consumers’ willingness to pay for alternative fuel vehicles: A comparative discrete choice analysis between the US and Japan," Transportation Research Part A: Policy and Practice, Elsevier, vol. 70(C), pages 194-209.
    43. Vassileva, Iana & Campillo, Javier, 2017. "Adoption barriers for electric vehicles: Experiences from early adopters in Sweden," Energy, Elsevier, vol. 120(C), pages 632-641.
    44. Wu, Jingwen & Liao, Hua & Wang, Jin-Wei, 2020. "Analysis of consumer attitudes towards autonomous, connected, and electric vehicles: A survey in China," Research in Transportation Economics, Elsevier, vol. 80(C).
    45. Gabriela D. Oliveira & Luis C. Dias, 2019. "Influence of Demographics on Consumer Preferences for Alternative Fuel Vehicles: A Review of Choice Modelling Studies and a Study in Portugal," Energies, MDPI, vol. 12(2), pages 1-33, January.
    46. Diamantopoulos, Adamantios & Schlegelmilch, Bodo B. & Sinkovics, Rudolf R. & Bohlen, Greg M., 2003. "Can socio-demographics still play a role in profiling green consumers? A review of the evidence and an empirical investigation," Journal of Business Research, Elsevier, vol. 56(6), pages 465-480, June.
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