IDEAS home Printed from https://ideas.repec.org/a/eee/transa/v185y2024ics096585642400154x.html
   My bibliography  Save this article

User acceptance of smart e-bikes: What are the influential factors? A cross-country comparison of five European countries

Author

Listed:
  • Kapousizis, Georgios
  • Sarker, Rumana
  • Baran Ulak, M.
  • Geurs, Karst

Abstract

Electric bicycles (e-bikes) have been promoted in many countries to replace motorised transport modes and mitigate transport externalities such as traffic congestion and emissions. However, there are also concerns about crash risks and crash severity for e-bike users. Leveraging new technologies could help improve e-bike safety, amongst other safety enhancing measures, but there is little knowledge of the users’ acceptance of such technologies. This study aims to explore the user acceptance of e-bikes (pedelec with power assistance up to 25 km/h or speed-pedelec with assistance up to 45 km/h) with active road safety assistance (in short: Smart e-bikes) to improve cycling safety by adopting the extended unified theory of acceptance and use of technology 2 (UTAUT2). A cross-country survey was administered in five European countries-Austria, Belgium, Germany, Greece, and the Netherlands, each differing in population, cycling culture and e-bike market sizes. A sample of 1,589 respondents, including e-bike owners and people interested in buying an e-bike, was analysed using a structural equation model (SEM). Conclusions indicate that performance expectancy, hedonic motivation and perceived safety were the strongest constructs of behavioural intention to use Smart e-bikes in the aggregated sample. All constructs vary significantly across the five countries, which can partly be explained by socio-demographic factors. Geographical factors such as city size, low availability of cycle paths and population density do not explain differences in user acceptance.

Suggested Citation

  • Kapousizis, Georgios & Sarker, Rumana & Baran Ulak, M. & Geurs, Karst, 2024. "User acceptance of smart e-bikes: What are the influential factors? A cross-country comparison of five European countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 185(C).
  • Handle: RePEc:eee:transa:v:185:y:2024:i:c:s096585642400154x
    DOI: 10.1016/j.tra.2024.104106
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S096585642400154X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tra.2024.104106?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Elliot Fishman & Christopher Cherry, 2016. "E-bikes in the Mainstream: Reviewing a Decade of Research," Transport Reviews, Taylor & Francis Journals, vol. 36(1), pages 72-91, January.
    2. Nikolaeva, Anna & te Brömmelstroet, Marco & Raven, Rob & Ranson, James, 2019. "Smart cycling futures: Charting a new terrain and moving towards a research agenda," Journal of Transport Geography, Elsevier, vol. 79(C), pages 1-1.
    3. Bucher, Dominik & Buffat, René & Froemelt, Andreas & Raubal, Martin, 2019. "Energy and greenhouse gas emission reduction potentials resulting from different commuter electric bicycle adoption scenarios in Switzerland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
    4. Mullen, Caroline & Tight, Miles & Whiteing, Anthony & Jopson, Ann, 2014. "Knowing their place on the roads: What would equality mean for walking and cycling?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 238-248.
    5. Kapser, Sebastian & Abdelrahman, Mahmoud & Bernecker, Tobias, 2021. "Autonomous delivery vehicles to fight the spread of Covid-19 – How do men and women differ in their acceptance?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 148(C), pages 183-198.
    6. Franklin Oliveira & Dilan Nery & Daniel G. Costa & Ivanovitch Silva & Luciana Lima, 2021. "A Survey of Technologies and Recent Developments for Sustainable Smart Cycling," Sustainability, MDPI, vol. 13(6), pages 1-28, March.
    7. Philips, Ian & Anable, Jillian & Chatterton, Tim, 2022. "E-bikes and their capability to reduce car CO2 emissions," Transport Policy, Elsevier, vol. 116(C), pages 11-23.
    8. Kenesei, Zsófia & Ásványi, Katalin & Kökény, László & Jászberényi, Melinda & Miskolczi, Márk & Gyulavári, Tamás & Syahrivar, Jhanghiz, 2022. "Trust and perceived risk: How different manifestations affect the adoption of autonomous vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 164(C), pages 379-393.
    9. Curtale, Riccardo & Liao, Feixiong & van der Waerden, Peter, 2021. "User acceptance of electric car-sharing services: The case of the Netherlands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 149(C), pages 266-282.
    10. Wolf, Angelika & Seebauer, Sebastian, 2014. "Technology adoption of electric bicycles: A survey among early adopters," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 196-211.
    11. Nordhoff, Sina & Stapel, Jork & van Arem, Bart & Happee, Riender, 2020. "Passenger opinions of the perceived safety and interaction with automated shuttles: A test ride study with ‘hidden’ safety steward," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 508-524.
    12. Adnan, Nadia & Md Nordin, Shahrina & bin Bahruddin, Mohamad Ariff & Ali, Murad, 2018. "How trust can drive forward the user acceptance to the technology? In-vehicle technology for autonomous vehicle," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 819-836.
    13. Alexandros Nikitas & Stefanos Tsigdinos & Christos Karolemeas & Efthymia Kourmpa & Efthimios Bakogiannis, 2021. "Cycling in the Era of COVID-19: Lessons Learnt and Best Practice Policy Recommendations for a More Bike-Centric Future," Sustainability, MDPI, vol. 13(9), pages 1-25, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wu, Jiangling & He, Qiang & Singh, Amit Kumar & Tian, Linjie, 2024. "What drives users to accept flying cars for urban air mobility? Findings from an empirical study," Journal of Air Transport Management, Elsevier, vol. 119(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wu, Jiangling & He, Qiang & Singh, Amit Kumar & Tian, Linjie, 2024. "What drives users to accept flying cars for urban air mobility? Findings from an empirical study," Journal of Air Transport Management, Elsevier, vol. 119(C).
    2. Jadwiga Biegańska & Elżbieta Grzelak-Kostulska & Michał Adam Kwiatkowski, 2021. "A Typology of Attitudes towards the E-Bike against the Background of the Traditional Bicycle and the Car," Energies, MDPI, vol. 14(24), pages 1-21, December.
    3. Ziwen Ling & Christopher R. Cherry & John H. MacArthur & Jonathan X. Weinert, 2017. "Differences of Cycling Experiences and Perceptions between E-Bike and Bicycle Users in the United States," Sustainability, MDPI, vol. 9(9), pages 1-18, September.
    4. Meyer de Freitas, Lucas & Axhausen, Kay W., 2024. "The influence of individual physical capabilities for cycling adoption: Understanding its influence and mode-shift potentials," Transportation Research Part A: Policy and Practice, Elsevier, vol. 185(C).
    5. Vanduy Tran & Shengchuan Zhao & El Bachir Diop & Weiya Song, 2019. "Travelers’ Acceptance of Electric Carsharing Systems in Developing Countries: The Case of China," Sustainability, MDPI, vol. 11(19), pages 1-22, September.
    6. Wu, Min & Wang, Nanxi & Yuen, Kum Fai, 2023. "Can autonomy level and anthropomorphic characteristics affect public acceptance and trust towards shared autonomous vehicles?," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    7. Hallberg, Martin & Rasmussen, Thomas Kjær & Rich, Jeppe, 2021. "Modelling the impact of cycle superhighways and electric bicycles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 149(C), pages 397-418.
    8. Ugo N. Castañon & Paulo J. G. Ribeiro, 2021. "Bikeability and Emerging Phenomena in Cycling: Exploratory Analysis and Review," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    9. Genikomsakis, Konstantinos N. & Galatoulas, Nikolaos-Fivos & Ioakimidis, Christos S., 2021. "Towards the development of a hotel-based e-bike rental service: Results from a stated preference survey and techno-economic analysis," Energy, Elsevier, vol. 215(PA).
    10. Mihai Machedon-Pisu & Paul Nicolae Borza, 2019. "Are Personal Electric Vehicles Sustainable? A Hybrid E-Bike Case Study," Sustainability, MDPI, vol. 12(1), pages 1-24, December.
    11. Cheng, Yung-Hsiang & Lai, Yen-Chu, 2024. "Exploring autonomous bus users’ intention: Evidence from positive and negative effects," Transport Policy, Elsevier, vol. 146(C), pages 91-101.
    12. Philips, Ian & Anable, Jillian & Chatterton, Tim, 2022. "E-bikes and their capability to reduce car CO2 emissions," Transport Policy, Elsevier, vol. 116(C), pages 11-23.
    13. Haider Ali Abbasi & Satirenjit Kaur Johl & Zullina Bt Hussain Shaari & Wajiha Moughal & Muhammad Mazhar & Muhammad Ali Musarat & Waqas Rafiq & Asaad Salam Farooqi & Alexey Borovkov, 2021. "Consumer Motivation by Using Unified Theory of Acceptance and Use of Technology towards Electric Vehicles," Sustainability, MDPI, vol. 13(21), pages 1-22, November.
    14. Koh, Le Yi & Yuen, Kum Fai, 2023. "Public acceptance of autonomous vehicles: Examining the joint influence of perceived vehicle performance and intelligent in-vehicle interaction quality," Transportation Research Part A: Policy and Practice, Elsevier, vol. 178(C).
    15. Yanqun Yang & Linwei Wang & Said M. Easa & Xinyi Zheng, 2022. "Analysis of Electric Bicycle Riders’ Use of Mobile Phones While Riding on Campus," IJERPH, MDPI, vol. 19(10), pages 1-15, May.
    16. Wang, Song & Li, Zhixia & Wang, Yi & Aaron Wyatt, Daniel, 2022. "How do age and gender influence the acceptance of automated vehicles? – Revealing the hidden mediating effects from the built environment and personal factors," Transportation Research Part A: Policy and Practice, Elsevier, vol. 165(C), pages 376-394.
    17. Miner, Patrick & Smith, Barbara M. & Jani, Anant & McNeill, Geraldine & Gathorne-Hardy, Alfred, 2024. "Car harm: A global review of automobility's harm to people and the environment," Journal of Transport Geography, Elsevier, vol. 115(C).
    18. Esther Salmeron-Manzano & Francisco Manzano-Agugliaro, 2018. "The Electric Bicycle: Worldwide Research Trends," Energies, MDPI, vol. 11(7), pages 1-16, July.
    19. Steve O’Hern & Nora Estgfaeller, 2020. "A Scientometric Review of Powered Micromobility," Sustainability, MDPI, vol. 12(22), pages 1-21, November.
    20. Charfeddine, Lanouar & Umlai, Mohamed, 2023. "ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transa:v:185:y:2024:i:c:s096585642400154x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/547/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.