IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i10p8191-d1149618.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/10/8191/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/10/8191/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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).
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    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.
    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. Christos Gkartzonikas & Lisa Lorena Losada-Rojas & Sharon Christ & V. Dimitra Pyrialakou & Konstantina Gkritza, 2023. "A multi-group analysis of the behavioral intention to ride in autonomous vehicles: evidence from three U.S. metropolitan areas," Transportation, Springer, vol. 50(2), pages 635-675, April.
    2. Tuğba Yeğin & Muhammad Ikram, 2022. "Analysis of Consumers’ Electric Vehicle Purchase Intentions: An Expansion of the Theory of Planned Behavior," Sustainability, MDPI, vol. 14(19), pages 1-27, September.
    3. Kum Fai Yuen & Do Thi Khanh Huyen & Xueqin Wang & Guanqiu Qi, 2020. "Factors Influencing the Adoption of Shared Autonomous Vehicles," IJERPH, MDPI, vol. 17(13), pages 1-17, July.
    4. Hao Zhang & Jie He & Xiaomeng Shi & Qiong Hong & Jie Bao & Shuqi Xue, 2020. "Technology Characteristics, Stakeholder Pressure, Social Influence, and Green Innovation: Empirical Evidence from Chinese Express Companies," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    5. Kum Fai Yuen & Grace Chua & Xueqin Wang & Fei Ma & Kevin X. Li, 2020. "Understanding Public Acceptance of Autonomous Vehicles Using the Theory of Planned Behaviour," IJERPH, MDPI, vol. 17(12), pages 1-19, June.
    6. Jingnan Zhang & Shichun Xu & Zhengxia He & Chengze Li & Xiaona Meng, 2022. "Factors Influencing Adoption Intention for Electric Vehicles under a Subsidy Deduction: From Different City-Level Perspectives," Sustainability, MDPI, vol. 14(10), pages 1-24, May.
    7. Roberta Riverso & Carmela Altamura & Francesco La Barbera, 2023. "Consumer Intention to Buy Electric Cars: Integrating Uncertainty in the Theory of Planned Behavior," Sustainability, MDPI, vol. 15(11), pages 1-13, May.
    8. Muhammad A. Saleem & Hina Ismail & Rao Akmal Ali, 2021. "Actions Speak Louder than Words: Investigating the Interplay between Descriptive and Injunctive Norms to Promote Alternative Fuel Vehicles," Sustainability, MDPI, vol. 13(17), pages 1-17, August.
    9. Liang, Jyun-Kai & Eccarius, Timo & Lu, Chung-Cheng, 2019. "Investigating factors that affect the intention to use shared parking: A case study of Taipei City," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 799-812.
    10. Muhammad Ashraf Javid & Muhammad Abdullah & Nazam Ali & Syed Arif Hussain Shah & Panuwat Joyklad & Qudeer Hussain & Krisada Chaiyasarn, 2022. "Extracting Travelers’ Preferences toward Electric Vehicles Using the Theory of Planned Behavior in Lahore, Pakistan," Sustainability, MDPI, vol. 14(3), pages 1-17, February.
    11. Buranelli de Oliveira, Marina & Moretti Ribeiro da Silva, Hermes & Jugend, Daniel & De Camargo Fiorini, Paula & Paro, Carlos Eduardo, 2022. "Factors influencing the intention to use electric cars in Brazil," Transportation Research Part A: Policy and Practice, Elsevier, vol. 155(C), pages 418-433.
    12. Yang Chen, 2020. "An Investigation of the Influencing Factors of Chinese WeChat Users’ Environmental Information-Sharing Behavior Based on an Integrated Model of UGT, NAM, and TPB," Sustainability, MDPI, vol. 12(7), pages 1-19, March.
    13. Shengqin Zheng & Ye Cheng & Yingjie Ju, 2019. "Understanding the Intention and Behavior of Renting Houses among the Young Generation: Evidence from Jinan, China," Sustainability, MDPI, vol. 11(6), pages 1-18, March.
    14. Muhammad Ahmad Al-Rashid & Hong Ching Goh & Yong Adilah Shamsul Harumain & Zulfiqar Ali & Tiziana Campisi & Tahir Mahmood, 2020. "Psychosocial Barriers of Public Transport Use and Social Exclusion among Older Adults: Empirical Evidence from Lahore, Pakistan," IJERPH, MDPI, vol. 18(1), pages 1-23, December.
    15. Costanza Nosi & Tommaso Pucci & Cecilia Silvestri & Barbara Aquilani, 2017. "Does Value Co-Creation Really Matter? An Investigation of Italian Millennials Intention to Buy Electric Cars," Sustainability, MDPI, vol. 9(12), pages 1-21, November.
    16. Jaiswal, Deepak & Kaushal, Vikrant & Kant, Rishi & Kumar Singh, Pankaj, 2021. "Consumer adoption intention for electric vehicles: Insights and evidence from Indian sustainable transportation," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    17. 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.
    18. Ting Chi & Olabisi Adesanya & Hang Liu & Rebecca Anderson & Zihui Zhao, 2023. "Renting than Buying Apparel: U.S. Consumer Collaborative Consumption for Sustainability," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
    19. Nosheena Yasir & Nasir Mahmood & Hafiz Shakir Mehmood & Osama Rashid & An Liren, 2021. "The Integrated Role of Personal Values and Theory of Planned Behavior to Form a Sustainable Entrepreneurial Intention," Sustainability, MDPI, vol. 13(16), pages 1-21, August.
    20. Wang, Yuanyuan & Chi, Yuanying & Xu, Jin-Hua & Yuan, Yongke, 2022. "Consumers’ attitudes and their effects on electric vehicle sales and charging infrastructure construction: An empirical study in China," Energy Policy, Elsevier, vol. 165(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:gam:jsusta:v:15:y:2023:i:10:p:8191-:d:1149618. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.