IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i11p8765-d1158662.html
   My bibliography  Save this article

Investigation of Influential Factors of Intention to Adopt Electric Vehicles for Motorcyclists in Vietnam

Author

Listed:
  • Thanh Tung Ha

    (Faculty of Transport—Economics, University of Transport and Communications, Hanoi 100000, Vietnam)

  • Thanh Chuong Nguyen

    (Faculty of Transport—Economics, University of Transport and Communications, Hanoi 100000, Vietnam)

  • Sy Sua Tu

    (Faculty of Transport—Economics, University of Transport and Communications, Hanoi 100000, Vietnam)

  • Minh Hieu Nguyen

    (Faculty of Transport—Economics, University of Transport and Communications, Hanoi 100000, Vietnam)

Abstract

(1) Background and aims: The exploration of the intention to adopt electric vehicles has been intensively studied in developed countries where passenger cars are the most common private motorized vehicle. However, the same is not true for motorcycle-dependent countries such as Vietnam. This study aimed to advance our understanding of the determinants of motorcyclists’ intention to use electric vehicles (i.e., electric passenger cars) in settings where the motorcycle is the dominant mode. (2) Data and methods: The partial least squares structural equation modeling (PLS-SEM) and the data from 330 motorcycle owners in Hanoi, Vietnam, were utilized to empirically test a research framework formulated based on the push–pull–mooring migration model. (3) Results: The results indicated that the push factor was formulated by safety concerns and environmental concerns while the pull factor was established by perceived usefulness, perceived ease of use, and financial incentive policy. Both the push factor and the pull factor significantly contributed to the adoption intention but the effect of the latter was stronger. Knowledge did not affect the intention; however, it moderated the link between the pull factor and the intention. For the respondents with a higher level of knowledge, the positive impact of the pull factor on the intention was lower (compared to those with a lower level of knowledge). (4) Conclusions: Based on the findings of the associated factors, policy implications were suggested to increase the prevalence of electric vehicles. Although the theoretical and practical contributions of this study may be significant to the literature regarding developing countries, more research is needed to validate and extend them.

Suggested Citation

  • Thanh Tung Ha & Thanh Chuong Nguyen & Sy Sua Tu & Minh Hieu Nguyen, 2023. "Investigation of Influential Factors of Intention to Adopt Electric Vehicles for Motorcyclists in Vietnam," Sustainability, MDPI, vol. 15(11), pages 1-16, May.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:11:p:8765-:d:1158662
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/11/8765/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/11/8765/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Acheampong, Ransford A. & Siiba, Alhassan, 2018. "Examining the determinants of utility bicycling using a socio-ecological framework: An exploratory study of the Tamale Metropolis in Northern Ghana," Journal of Transport Geography, Elsevier, vol. 69(C), pages 1-10.
    2. Lorena Cadavid & Kathleen Salazar-Serna, 2021. "Mapping the Research Landscape for the Motorcycle Market Policies: Sustainability as a Trend—A Systematic Literature Review," Sustainability, MDPI, vol. 13(19), pages 1-22, September.
    3. Abdul Majeed & Ishfaq Ahmed & Abdul Rasheed, 2022. "Investigating influencing factors on consumers’ choice behavior and their environmental concerns while purchasing green products in Pakistan," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 65(6), pages 1110-1134, May.
    4. Quy Nguyen-Phuoc, Duy & An Ngoc Nguyen, Nguyen & Nguyen, Minh Hieu & Ngoc Thi Nguyen, Ly & Oviedo-Trespalacios, Oscar, 2022. "Factors influencing road safety compliance among food delivery riders: An extension of the job demands-resources (JD-R) model," Transportation Research Part A: Policy and Practice, Elsevier, vol. 166(C), pages 541-556.
    5. 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.
    6. Adnan, Nadia & Nordin, Shahrina Md & Rahman, Imran & Rasli, Amran Md, 2017. "A new era of sustainable transport: An experimental examination on forecasting adoption behavior of EVs among Malaysian consumer," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 279-295.
    7. Peng Jing & Ye Zha & Kewen Pan & Ying Xue, 2023. "Investigating Multidimensional Factors Influencing Switching Intention on School Bus among Chinese Parents—A Push–Pull–Mooring Framework," Sustainability, MDPI, vol. 15(10), pages 1-24, May.
    8. Margareta Friman & Katrin Lättman & Lars E. Olsson, 2020. "Public Transport Quality, Safety, and Perceived Accessibility," Sustainability, MDPI, vol. 12(9), pages 1-14, April.
    9. Hoen, Anco & Koetse, Mark J., 2014. "A choice experiment on alternative fuel vehicle preferences of private car owners in the Netherlands," Transportation Research Part A: Policy and Practice, Elsevier, vol. 61(C), pages 199-215.
    10. Everett Lee, 1966. "A theory of migration," Demography, Springer;Population Association of America (PAA), vol. 3(1), pages 47-57, March.
    11. Krause, Rachel M. & Carley, Sanya R. & Lane, Bradley W. & Graham, John D., 2013. "Perception and reality: Public knowledge of plug-in electric vehicles in 21 U.S. cities," Energy Policy, Elsevier, vol. 63(C), pages 433-440.
    12. Jones, Luke R. & Cherry, Christopher R. & Vu, Tuan A. & Nguyen, Quang N., 2013. "The effect of incentives and technology on the adoption of electric motorcycles: A stated choice experiment in Vietnam," Transportation Research Part A: Policy and Practice, Elsevier, vol. 57(C), pages 1-11.
    13. Xingping Zhang & Jian Xie & Rao Rao & Yanni Liang, 2014. "Policy Incentives for the Adoption of Electric Vehicles across Countries," Sustainability, MDPI, vol. 6(11), pages 1-23, November.
    14. Dorina Pojani & Dominic Stead, 2015. "Sustainable Urban Transport in the Developing World: Beyond Megacities," Sustainability, MDPI, vol. 7(6), pages 1-22, June.
    15. Hsin-Ping Hsu & Jean-Daniel Saphores, 2014. "Impacts of parental gender and attitudes on children’s school travel mode and parental chauffeuring behavior: results for California based on the 2009 National Household Travel Survey," Transportation, Springer, vol. 41(3), pages 543-565, May.
    16. Park, C Whan & Mothersbaugh, David L & Feick, Lawrence, 1994. "Consumer Knowledge Assessment," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(1), pages 71-82, June.
    17. Wang, Shanyong & Wang, Jing & Li, Jun & Wang, Jinpeng & Liang, Liang, 2018. "Policy implications for promoting the adoption of electric vehicles: Do consumer’s knowledge, perceived risk and financial incentive policy matter?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 58-69.
    18. Ning, Yu & Yan, Mian & Xu, Su Xiu & Li, Yina & Li, Lixu, 2021. "Shared parking acceptance under perceived network externality and risks: Theory and evidence," Transportation Research Part A: Policy and Practice, Elsevier, vol. 150(C), pages 1-15.
    19. Sarstedt, Marko & Hair, Joseph F. & Cheah, Jun-Hwa & Becker, Jan-Michael & Ringle, Christian M., 2019. "How to specify, estimate, and validate higher-order constructs in PLS-SEM," Australasian marketing journal, Elsevier, vol. 27(3), pages 197-211.
    20. Yu Wang & Shanyong Wang & Jing Wang & Jiuchang Wei & Chenglin Wang, 2020. "An empirical study of consumers’ intention to use ride-sharing services: using an extended technology acceptance model," Transportation, Springer, vol. 47(1), pages 397-415, February.
    21. Hagen, Jonas Xaver & Pardo, CarlosFelipe & Valente, Johanna Burbano, 2016. "Motivations for motorcycle use for Urban travel in Latin America: A qualitative study," Transport Policy, Elsevier, vol. 49(C), pages 93-104.
    22. Yan, Shiyu, 2018. "The economic and environmental impacts of tax incentives for battery electric vehicles in Europe," Energy Policy, Elsevier, vol. 123(C), pages 53-63.
    23. Ziwen Ling & Christopher R. Cherry & Yi Wen, 2021. "Determining the Factors That Influence Electric Vehicle Adoption: A Stated Preference Survey Study in Beijing, China," Sustainability, MDPI, vol. 13(21), pages 1-22, October.
    24. Sukhov, Alexandre & Olsson, Lars E. & Friman, Margareta, 2022. "Necessary and sufficient conditions for attractive public Transport: Combined use of PLS-SEM and NCA," Transportation Research Part A: Policy and Practice, Elsevier, vol. 158(C), pages 239-250.
    25. Dash, Ganesh & Paul, Justin, 2021. "CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    26. 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.
    27. Sarmad Zaman Rajper & Johan Albrecht, 2020. "Prospects of Electric Vehicles in the Developing Countries: A Literature Review," Sustainability, MDPI, vol. 12(5), pages 1-19, March.
    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. Pietro Lanzini & Tra Thu Nguyen & Debora Slanzi, 2024. "The Role of Market Insights in Shaping Sustainable Mobility in Fast Developing Countries: The Case of Vietnam," Sustainability, MDPI, vol. 16(2), pages 1-18, January.
    2. Nguyen, Minh Hieu & Pojani, Dorina, 2024. "The effect of fuel price fluctuations on utilitarian cycling rates: A survey of cyclists in Vietnam," Journal of Transport Geography, Elsevier, vol. 115(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. Nguyen-Phuoc, Duy Quy & Truong, Thi Minh & Nguyen, Minh Hieu & Pham, Huong-Giang & Li, Zhi-Chun & Oviedo-Trespalacios, Oscar, 2024. "What factors influence the intention to use electric motorcycles in motorcycle-dominated countries? An empirical study in Vietnam," Transport Policy, Elsevier, vol. 146(C), pages 193-204.
    2. Meilinda Fitriani Nur Maghfiroh & Andante Hadi Pandyaswargo & Hiroshi Onoda, 2021. "Current Readiness Status of Electric Vehicles in Indonesia: Multistakeholder Perceptions," Sustainability, MDPI, vol. 13(23), pages 1-25, November.
    3. Peng Jing & Hao Huang & Bin Ran & Fengping Zhan & Yuji Shi, 2019. "Exploring the Factors Affecting Mode Choice Intention of Autonomous Vehicle Based on an Extended Theory of Planned Behavior—A Case Study in China," Sustainability, MDPI, vol. 11(4), pages 1-20, February.
    4. Long Chen & Xiaokun Liu & Peng Jing, 2023. "Do Unprecedented Gasoline Prices Affect the Consumer Switching to New Energy Vehicles? An Integrated Social Cognitive Theory Model," Sustainability, MDPI, vol. 15(10), pages 1-25, May.
    5. Suchi Kapoor Malhotra & Howard White & Nina Ashley O. Dela Cruz & Ashrita Saran & John Eyers & Denny John & Ella Beveridge & Nina Blöndal, 2021. "Studies of the effectiveness of transport sector interventions in low‐ and middle‐income countries: An evidence and gap map," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(4), December.
    6. Kwon, Yeongmin & Son, Sanghoon & Jang, Kitae, 2018. "Evaluation of incentive policies for electric vehicles: An experimental study on Jeju Island," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 404-412.
    7. Phasiri Manutworakit & Kasem Choocharukul, 2022. "Factors Influencing Battery Electric Vehicle Adoption in Thailand—Expanding the Unified Theory of Acceptance and Use of Technology’s Variables," Sustainability, MDPI, vol. 14(14), pages 1-16, July.
    8. Hackbarth, André & Madlener, Reinhard, 2018. "Combined Vehicle Type and Fuel Type Choices of Private Households: An Empirical Analysis for Germany," FCN Working Papers 17/2018, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN), revised May 2019.
    9. Nguyen-Phuoc, Duy Quy & Nguyen, Nguyen An Ngoc & Tran, Phuong Thi Kim & Pham, Huong-Giang & Oviedo-Trespalacios, Oscar, 2023. "The influence of environmental concerns and psychosocial factors on electric motorbike switching intention in the global south," Journal of Transport Geography, Elsevier, vol. 113(C).
    10. Majumder, Suman & De, Krishnarti & Kumar, Praveen & Sengupta, Bodhisattva & Biswas, Pabitra Kumar, 2021. "Techno-commercial analysis of sustainable E-bus-based public transit systems: An Indian case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
    11. Chun Yang & Jui-Che Tu & Qianling Jiang, 2020. "The Influential Factors of Consumers’ Sustainable Consumption: A Case on Electric Vehicles in China," Sustainability, MDPI, vol. 12(8), pages 1-16, April.
    12. Svenja Damberg & Yide Liu & Christian M. Ringle, 2024. "Does culture matter? Corporate reputation and sustainable satisfaction in the Chinese and German banking sector," Journal of Marketing Analytics, Palgrave Macmillan, vol. 12(1), pages 6-24, March.
    13. Reema Bera & Bhargab Maitra, 2021. "Analyzing Prospective Owners’ Choice Decision towards Plug-in Hybrid Electric Vehicles in Urban India: A Stated Preference Discrete Choice Experiment," Sustainability, MDPI, vol. 13(14), pages 1-24, July.
    14. Ajanovic, Amela & Haas, Reinhard, 2016. "Dissemination of electric vehicles in urban areas: Major factors for success," Energy, Elsevier, vol. 115(P2), pages 1451-1458.
    15. Singfat Chu, 2018. "Singapore’s Vehicle Quota System and its impact on motorcycles," Transportation, Springer, vol. 45(5), pages 1419-1432, September.
    16. Chen, Yang & Tao, Kan & Jiao, Wen & Yang, Dong, 2020. "Investigating the underlying social psychology of the innovation adoption in container trucking industry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 137(C), pages 259-270.
    17. Wojciech Keblowski & Frédéric Dobruszkes & Kobe Boussauw, 2022. "Moving past sustainable transport studies: Towards a critical perspective on urban transport," ULB Institutional Repository 2013/341191, ULB -- Universite Libre de Bruxelles.
    18. Adu-Gyamfi, Gibbson & Song, Huaming & Asamoah, Ama Nyarko & Li, Liang & Nketiah, Emmanuel & Obuobi, Bright & Adjei, Mavis & Cudjoe, Dan, 2022. "Towards sustainable vehicular transport: Empirical assessment of battery swap technology adoption in China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    19. Scorrano, Mariangela & Danielis, Romeo & Giansoldati, Marco, 2020. "Dissecting the total cost of ownership of fully electric cars in Italy: The impact of annual distance travelled, home charging and urban driving," Research in Transportation Economics, Elsevier, vol. 80(C).
    20. Xinyuan Zhang & Emmanuel Nketiah & Victor Shi & Jinfu Cheng, 2023. "Who Will Save Energy? An Extension of Social Cognitive Theory with Place Attachment to Understand Residents’ Energy-Saving Behaviors," Sustainability, MDPI, vol. 16(1), pages 1-21, December.

    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:11:p:8765-:d:1158662. 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.