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Attitudinal Factors Associated with the Use of Bicycles and Electric Scooters

Author

Listed:
  • Paula Andrea Rodríguez-Correa

    (Centro de Investigaciones—CIES, Institución Universitaria Escolme, Medellin 050040, Colombia)

  • Sebastián Franco-Castaño

    (Departamento de Ciencias Administrativas, Instituto Tecnológico Metropolitano, Medellin 050036, Colombia)

  • Jonathan Bermúdez-Hernández

    (Departamento de Ciencias Administrativas, Instituto Tecnológico Metropolitano, Medellin 050036, Colombia)

  • Alejandro Valencia-Arias

    (Escuela de Ingeniería Industrial, Universidad Señor de Sipán, Chiclayo 14001, Peru)

  • José Manuel Barandiarán-Gamarra

    (Escuela de Ingeniería Industrial, Universidad Señor de Sipán, Chiclayo 14001, Peru)

Abstract

The use of personal mobility vehicles (PMVs) has increased, given the consumption characteristics of the population as well as the impact on the environment that other means of transport generate. In this work, the attitudinal factors associated with the use of PMVs are identified, making use of the theory of planned behaviour and a modified technological acceptance model. For the collection of information, a sample of 457 individuals was used. For the analysis of this information, a structural equation model was generated through SmartPLS 4. The results reveal that of the attitudinal factors associated with the use of these vehicles, green attitudes, perceived green value and loyalty stand out, with the latter being one of the latent predictive variables of the model, which is why feelings of enjoyment, usefulness generated and a perception of caring for the environment by PMV users have a greater influence on their loyalty to this type of green technology.

Suggested Citation

  • Paula Andrea Rodríguez-Correa & Sebastián Franco-Castaño & Jonathan Bermúdez-Hernández & Alejandro Valencia-Arias & José Manuel Barandiarán-Gamarra, 2023. "Attitudinal Factors Associated with the Use of Bicycles and Electric Scooters," Sustainability, MDPI, vol. 15(10), pages 1-16, May.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:10:p:8191-:d:1149618
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    References listed on IDEAS

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    1. 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.
    2. Peng Shao & Jie Liang, 2019. "An Analysis of the Factors Influencing the Sustainable Use Intention of Urban Shared Bicycles in China," Sustainability, MDPI, vol. 11(10), pages 1-13, May.
    3. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    4. Roos, Daniel & Hahn, Rüdiger, 2017. "Does shared consumption affect consumers' values, attitudes, and norms? A panel study," Journal of Business Research, Elsevier, vol. 77(C), pages 113-123.
    5. Kim, Soo Hyun & Seock, Yoo-Kyoung, 2019. "The roles of values and social norm on personal norms and pro-environmentally friendly apparel product purchasing behavior: The mediating role of personal norms," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 83-90.
    6. Ziegler, Andreas, 2019. "The Relevance of Attitudinal Factors for the Acceptance of Energy Policy Measures: A Micro-econometric Analysis," Ecological Economics, Elsevier, vol. 157(C), pages 129-140.
    7. Petschnig, Martin & Heidenreich, Sven & Spieth, Patrick, 2014. "Innovative alternatives take action – Investigating determinants of alternative fuel vehicle adoption," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 68-83.
    8. Ingrid Moons & Patrick De Pelsmacker, 2015. "An Extended Decomposed Theory of Planned Behaviour to Predict the Usage Intention of the Electric Car: A Multi-Group Comparison," Sustainability, MDPI, vol. 7(5), pages 1-34, May.
    9. Samira Dibaj & Aryan Hosseinzadeh & Miloš N. Mladenović & Robert Kluger, 2021. "Where Have Shared E-Scooters Taken Us So Far? A Review of Mobility Patterns, Usage Frequency, and Personas," Sustainability, MDPI, vol. 13(21), pages 1-27, October.
    10. Chao Wu & Shuling Liang & Weijiong Wu & Yuxiang Hong, 2021. "Practicing Green Residence Business Model Based on TPB Perspective," Sustainability, MDPI, vol. 13(13), pages 1-11, July.
    11. Maja Rožman & Polona Tominc & Borut Milfelner, 2020. "A Comparative Study Using Two SEM Techniques on Different Samples Sizes for Determining Factors of Older Employee’s Motivation and Satisfaction," Sustainability, MDPI, vol. 12(6), pages 1-15, March.
    12. John Hulland, 1999. "Use of partial least squares (PLS) in strategic management research: a review of four recent studies," Strategic Management Journal, Wiley Blackwell, vol. 20(2), pages 195-204, February.
    13. Stefania Boglietti & Benedetto Barabino & Giulio Maternini, 2021. "Survey on e-Powered Micro Personal Mobility Vehicles: Exploring Current Issues towards Future Developments," Sustainability, MDPI, vol. 13(7), pages 1-34, March.
    14. Chen, Shang-Yu, 2016. "Using the sustainable modified TAM and TPB to analyze the effects of perceived green value on loyalty to a public bike system," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 58-72.
    15. Tiziana Campisi & Nurten Akgün & Dario Ticali & Giovanni Tesoriere, 2020. "Exploring Public Opinion on Personal Mobility Vehicle Use: A Case Study in Palermo, Italy," Sustainability, MDPI, vol. 12(13), pages 1-15, July.
    16. 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).
    17. Duc Nguyen Huu & Van Nguyen Ngoc, 2021. "Analysis Study of Current Transportation Status in Vietnam’s Urban Traffic and the Transition to Electric Two-Wheelers Mobility," Sustainability, MDPI, vol. 13(10), pages 1-27, May.
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