IDEAS home Printed from https://ideas.repec.org/a/bcp/journl/v10y2026i2p931-946.html

Factors Influencing Willingness to Purchase Electric Bicycles among Malaysian Private University Students

Author

Listed:
  • Mohamed Ikhlas Ardinata

    (School of Social Business and Social Sciences, Albukhary International University)

  • Salfarina Abdul Gapor

    (School of Social Business and Social Sciences, Albukhary International University)

  • Muhiadin Abdi Awl

    (School of Social Business and Social Sciences, Albukhary International University)

  • Abdalrawf Mohammed Mohammed Noor Ali

    (School of Social Business and Social Sciences, Albukhary International University)

  • Osaid N. A. Abdaljawwad

    (School of Social Business and Social Sciences, Albukhary International University)

  • Ismail Osman Ismail Abdelgadir

    (School of Social Business and Social Sciences, Albukhary International University)

Abstract

Electric bicycles have emerged as a promising sustainable mobility option capable of reducing emissions, alleviating traffic congestion, and promoting healthier transportation choices. However, purchase remains uneven among young adults, and the determinants influencing their purchase intentions are not well established. This study investigates regional differences and key predictors of electric bicycles purchase willingness among students in Malaysian private universities. Quantitative research design was employed using an online survey, comprising a pilot study (n = 10) and a main study (n = 162). Data analysis included reliability assessment, frequency distribution, and correlation testing. The findings reveal no significant regional variation in students’ willingness to purchase electric bicycles. Instead, purchase intentions were positively associated with familiarity with electric bicycles, knowledge of their benefits, affordability, and the availability of charging infrastructure. Demographic and social factors including gender, age, environmental concern, lifestyle, and peer influence did not exhibit significant relationships with purchase intention. These results underscore that practical and structural considerations, rather than demographic attributes, play a more decisive role in shaping students’ purchasing behaviour. The study highlights opportunities for Malaysian private universities to promote sustainable mobility by reducing cost barriers, enhancing infrastructure, and increasing awareness of electric bicycle’s functionality and maintenance. The findings provide valuable insights for policymakers, industry stakeholders, and educational institutions seeking to advance sustainable transportation initiatives among young adult populations.

Suggested Citation

  • Mohamed Ikhlas Ardinata & Salfarina Abdul Gapor & Muhiadin Abdi Awl & Abdalrawf Mohammed Mohammed Noor Ali & Osaid N. A. Abdaljawwad & Ismail Osman Ismail Abdelgadir, 2026. "Factors Influencing Willingness to Purchase Electric Bicycles among Malaysian Private University Students," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 10(2), pages 931-946, February.
  • Handle: RePEc:bcp:journl:v:10:y:2026:i:2:p:931-946
    as

    Download full text from publisher

    File URL: https://rsisinternational.org/journals/ijriss/uploads/vol10-iss2-pg931-946-202602_pdf.pdf
    Download Restriction: no

    File URL: https://rsisinternational.org/journals/ijriss/view/factors-influencing-willingness-to-purchase-electric-bicycles-among-malaysian-private-university-students/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cherry, Christopher & Cervero, Robert, 2007. "Use characteristics and mode choice behavior of electric bike users in China," Transport Policy, Elsevier, vol. 14(3), pages 247-257, May.
    2. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    Full references (including those not matched with items on IDEAS)

    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. Jun Li & Jiachao Shen & Bicen Jia, 2021. "Exploring Intention to Use Shared Electric Bicycles by the Extended Theory of Planned Behavior," Sustainability, MDPI, vol. 13(8), pages 1-13, April.
    2. Fu, Xuemei & Juan, Zhicai, 2017. "Exploring the psychosocial factors associated with public transportation usage and examining the “gendered” difference," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 70-82.
    3. Maria Andersson & Ola Eriksson & Chris Von Borgstede, 2012. "The Effects of Environmental Management Systems on Source Separation in the Work and Home Settings," Sustainability, MDPI, vol. 4(6), pages 1-17, June.
    4. Tran Huy Phuong & Thanh Trung Hieu, 2015. "Predictors of Entrepreneurial Intentions of Undergraduate Students in Vietnam: An Empirical Study," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 5(8), pages 46-55, August.
    5. Clara Cardone-Riportella & María José Casasola-Martinez & Isabel Feito-Ruiz, 2014. "Do Entrepreneurs Come From Venus Or Mars? Impact Of Postgraduate Studies: Gender And Family Business Background," Working Papers 14.04, Universidad Pablo de Olavide, Department of Financial Economics and Accounting (former Department of Business Administration), revised Sep 2014.
    6. Peng Cheng & Zhe Ouyang & Yang Liu, 0. "The effect of information overload on the intention of consumers to adopt electric vehicles," Transportation, Springer, vol. 0, pages 1-20.
    7. Ruijie Zhu & Guojing Zhao & Zehai Long & Yangjie Huang & Zhaoxin Huang, 2022. "Entrepreneurship or Employment? A Survey of College Students’ Sustainable Entrepreneurial Intentions," Sustainability, MDPI, vol. 14(9), pages 1-15, May.
    8. Alsalem, Amani & Fry, Marie-Louise & Thaichon, Park, 2020. "To donate or to waste it: Understanding posthumous organ donation attitude," Australasian marketing journal, Elsevier, vol. 28(3), pages 87-97.
    9. Pan, Jing Yu & Liu, Dahai, 2022. "Mask-wearing intentions on airplanes during COVID-19 – Application of theory of planned behavior model," Transport Policy, Elsevier, vol. 119(C), pages 32-44.
    10. Zhang, Kai & Cheng, Xiaoting, 2025. "Determinants of consumers’ intentions to use smart home devices from the perspective of perceived value: A mixed SEM, NCA, and fsQCA study," Journal of Retailing and Consumer Services, Elsevier, vol. 87(C).
    11. Mohammed Akhmaaj, Asmaeil Ali & Sharif, Mohamed Omar, 2024. "The effects of planned behavior model constructs and technology acceptance model constructs on online purchasing behavior: An empirical study on internet users in the Libya city of Tripoli," Technology in Society, Elsevier, vol. 79(C).
    12. Benoît Lécureux & Adrien Bonnet & Ouassim Manout & Jaâfar Berrada & Louafi Bouzouina, 2022. "Acceptance of Shared Autonomous Vehicles: A Literature Review of stated choice experiments," Working Papers hal-03814947, HAL.
    13. Jacqueline Ruth & Steffen Willwacher & Oliver Korn, 2022. "Acceptance of Digital Sports: A Study Showing the Rising Acceptance of Digital Health Activities Due to the SARS-CoV-19 Pandemic," IJERPH, MDPI, vol. 19(1), pages 1-16, January.
    14. Jariyasunant, Jerald & Carrel, Andre & Ekambaram, Venkatesan & Gaker, David & Sengupta, Raja & Walker, Joan L., 2012. "The Quantified Traveler: Changing transport behavior with personalized travel data feedback," University of California Transportation Center, Working Papers qt3047k0dw, University of California Transportation Center.
    15. Brown, Philip & Roper, Simon, 2017. "Innovation and networks in New Zealand farming," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 61(3), July.
    16. Teodora Roman, 2009. "Study regarding entrepreneurial intentions among students," THE YEARBOOK OF THE "GH. ZANE" INSTITUTE OF ECONOMIC RESEARCHES, Gheorghe Zane Institute for Economic and Social Research ( from THE ROMANIAN ACADEMY, JASSY BRANCH), vol. 18, pages 87-94.
    17. Xingchen Yan & Tao Wang & Xiaofei Ye & Jun Chen & Zhen Yang & Hua Bai, 2018. "Recommended Widths for Separated Bicycle Lanes Considering Abreast Riding and Overtaking," Sustainability, MDPI, vol. 10(9), pages 1-16, September.
    18. Messele Kumilachew Aga, 2023. "The mediating role of perceived behavioral control in the relationship between entrepreneurship education and entrepreneurial intentions of university students in Ethiopia," Journal of Innovation and Entrepreneurship, Springer, vol. 12(1), pages 1-18, December.
    19. Kristin Thomas & Evalill Nilsson & Karin Festin & Pontus Henriksson & Mats Lowén & Marie Löf & Margareta Kristenson, 2020. "Associations of Psychosocial Factors with Multiple Health Behaviors: A Population-Based Study of Middle-Aged Men and Women," IJERPH, MDPI, vol. 17(4), pages 1-17, February.
    20. Andreas Falke & Nadine Schröder & Claudia Hofmann, 2022. "The influence of values in sustainable consumption among millennials," Journal of Business Economics, Springer, vol. 92(6), pages 899-928, August.

    More about this item

    Statistics

    Access and download statistics

    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:bcp:journl:v:10:y:2026:i:2:p:931-946. 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: Dr. Pawan Verma (email available below). General contact details of provider: https://rsisinternational.org/journals/ijriss/ .

    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.