IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i19p12398-d929037.html
   My bibliography  Save this article

Moderating Effect of Collectivism on Chinese Consumers’ Intention to Adopt Electric Vehicles—An Adoption of VBN Framework

Author

Listed:
  • Weitao Zhang

    (Azman Hashim International Business School, Universiti Teknologi Malaysia, Johor Bahru 81310, Malaysia
    Graduate School, Hebei Finance University, Baoding 071000, China)

  • Adaviah Mas’od

    (Azman Hashim International Business School, Universiti Teknologi Malaysia, Johor Bahru 81310, Malaysia)

  • Zuraidah Sulaiman

    (Azman Hashim International Business School, Universiti Teknologi Malaysia, Johor Bahru 81310, Malaysia)

Abstract

Vehicle electrification has been promoted as an effective way to tackle environmental issues and the energy crisis worldwide. Being the largest auto market, China witnessed a dramatic increase of sale volume and market share of electric vehicles recently, while the incentives kept decreasing. Normative factors have been found to effectively explain consumers’ intention to adopt electric vehicles, but the mechanism remains to be discovered. One of the culture’s orientations, namely collectivism, has been proved to have significant impact on consumption behaviors, but the influence of collectivism on intention to adopt electric vehicles in China needs further discussion. Based on 433 questionnaires collected from Chinese consumers, this study adopted the Value–Belief–Norm (VBN) framework and examined collectivism as a moderator variable on the relationship between personal norms and intention to adopt electric vehicles. Data were analyzed using IBM SPSS 27 and PLS-SEM (SmartPLS 3). The results show that the VBN framework successfully explains the intention to adopt electric vehicles of Chinese consumers, and collectivism has a significant positive moderating effect on the relationship between personal norms and intention to adopt electric vehicles. Insights and suggestions from theoretical and managerial perspectives on how to accelerate electric vehicle adoption are discussed for marketers, policymakers and industry practitioners.

Suggested Citation

  • Weitao Zhang & Adaviah Mas’od & Zuraidah Sulaiman, 2022. "Moderating Effect of Collectivism on Chinese Consumers’ Intention to Adopt Electric Vehicles—An Adoption of VBN Framework," Sustainability, MDPI, vol. 14(19), pages 1-35, September.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12398-:d:929037
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/19/12398/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/19/12398/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    2. Adam Novotny & Inez Szeberin & Sándor Kovács & Domicián Máté, 2022. "National Culture and the Market Development of Battery Electric Vehicles in 21 Countries," Energies, MDPI, vol. 15(4), pages 1-16, February.
    3. 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.
    4. Filippini, Massimo & Wekhof, Tobias, 2021. "The effect of culture on energy efficient vehicle ownership," Journal of Environmental Economics and Management, Elsevier, vol. 105(C).
    5. Johan Jansson, 2011. "Consumer eco‐innovation adoption: assessing attitudinal factors and perceived product characteristics," Business Strategy and the Environment, Wiley Blackwell, vol. 20(3), pages 192-210, March.
    6. 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.
    7. Sovacool, Benjamin K. & Axsen, Jonn, 2018. "Functional, symbolic and societal frames for automobility: Implications for sustainability transitions," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 730-746.
    8. Fanchao Liao & Eric Molin & Bert van Wee, 2017. "Consumer preferences for electric vehicles: a literature review," Transport Reviews, Taylor & Francis Journals, vol. 37(3), pages 252-275, May.
    9. Ivan K. W. Lai & Yide Liu & Xinbo Sun & Hao Zhang & Weiwei Xu, 2015. "Factors Influencing the Behavioural Intention towards Full Electric Vehicles: An Empirical Study in Macau," Sustainability, MDPI, vol. 7(9), pages 1-22, September.
    10. Jui-Che Tu & Chun Yang, 2019. "Key Factors Influencing Consumers’ Purchase of Electric Vehicles," Sustainability, MDPI, vol. 11(14), pages 1-22, July.
    11. Mohamed, Moataz & Higgins, Chris & Ferguson, Mark & Kanaroglou, Pavlos, 2016. "Identifying and characterizing potential electric vehicle adopters in Canada: A two-stage modelling approach," Transport Policy, Elsevier, vol. 52(C), pages 100-112.
    12. Leibao Zhang & Liming Sheng & Wenyu Zhang & Shuai Zhang, 2020. "Do Personal Norms Predict Citizens’ Acceptance of Green Transport Policies in China," Sustainability, MDPI, vol. 12(12), pages 1-16, June.
    13. Khalid Alzahrani & Adrienne Hall-Phillips & Amy Z. Zeng, 2019. "Applying the theory of reasoned action to understanding consumers’ intention to adopt hybrid electric vehicles in Saudi Arabia," Transportation, Springer, vol. 46(1), pages 199-215, February.
    14. TyreeHageman, Jennifer, 2018. "Wired for Gasoline: Consumers and Value Construction in the Plug-in Hybrid and Electric Vehicle Market," Institute of Transportation Studies, Working Paper Series qt0n77992m, Institute of Transportation Studies, UC Davis.
    15. 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.
    16. Theo Lieven & Beatrice Hügler, 2021. "Did Electric Vehicle Sales Skyrocket Due to Increased Environmental Awareness While Total Vehicle Sales Declined during COVID-19?," Sustainability, MDPI, vol. 13(24), pages 1-19, December.
    17. P. Schenk, 2019. "A Matter of Principle: Comparing Norm-Based Explanations for Fair Trade Consumption," Journal of Consumer Policy, Springer, vol. 42(3), pages 397-423, September.
    18. You Kyung Lee, 2017. "A Comparative Study of Green Purchase Intention between Korean and Chinese Consumers: The Moderating Role of Collectivism," Sustainability, MDPI, vol. 9(10), pages 1-17, October.
    19. Bireswar Dutta & Hsin-Ginn Hwang, 2021. "Consumers Purchase Intentions of Green Electric Vehicles: The Influence of Consumers Technological and Environmental Considerations," Sustainability, MDPI, vol. 13(21), pages 1-23, October.
    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. Insook Ahn & Soo Hyun Kim, 2023. "Measuring the Motivation: A Scale for Positive Consequences in Pro-Environmental Behavior," Sustainability, MDPI, vol. 16(1), pages 1-19, December.
    2. Elsy Lediana & Tomy Perdana & Yosini Deliana & Tuhpawana P. Sendjaja, 2023. "Sustainable Entrepreneurial Intention of Youth for Agriculture Start-Up: An Integrated Model," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
    3. Colette Konietzny & Jirka Konietzny & Albert Caruana, 2024. "Drivers of Pro-Ecological Behaviour Norms among Environmentalists, Hunters and the General Public," Sustainability, MDPI, vol. 16(5), pages 1-14, February.
    4. Xue Wang & Suwei Feng & Tianyi Tang, 2023. "Acceptability toward Policy Mix: Impact of Low-Carbon Travel Intention, Fairness, and Effectiveness," Sustainability, MDPI, vol. 15(20), pages 1-22, October.

    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. 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.
    2. Jaeyoung Lee & Farrukh Baig & Mir Aftab Hussain Talpur & Sajan Shaikh, 2021. "Public Intentions to Purchase Electric Vehicles in Pakistan," Sustainability, MDPI, vol. 13(10), pages 1-18, May.
    3. Elena Higueras-Castillo & Sebastian Molinillo & J. Andres Coca-Stefaniak & Francisco Liébana-Cabanillas, 2019. "Perceived Value and Customer Adoption of Electric and Hybrid Vehicles," Sustainability, MDPI, vol. 11(18), pages 1-15, September.
    4. Rongqiu Song & Dimitris Potoglou, 2020. "Are Existing Battery Electric Vehicles Adoption Studies Able to Inform Policy? A Review for Policymakers," Sustainability, MDPI, vol. 12(16), pages 1-20, August.
    5. Ye, Fei & Kang, Wanlin & Li, Lixu & Wang, Zhiqiang, 2021. "Why do consumers choose to buy electric vehicles? A paired data analysis of purchase intention configurations," Transportation Research Part A: Policy and Practice, Elsevier, vol. 147(C), pages 14-27.
    6. Brückmann, Gracia, 2022. "Test-drives & information might not boost actual battery electric vehicle uptake?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 160(C), pages 204-218.
    7. Gulnaz Ivanova & António Carrizo Moreira, 2023. "Antecedents of Electric Vehicle Purchase Intention from the Consumer’s Perspective: A Systematic Literature Review," Sustainability, MDPI, vol. 15(4), pages 1-27, February.
    8. Deka, Chayasmita & Dutta, Mrinal Kanti & Yazdanpanah, Masoud & Komendantova, Nadejda, 2023. "Can gain motivation induce Indians to adopt electric vehicles? Application of an extended theory of Planned Behavior to map EV adoption intention," Energy Policy, Elsevier, vol. 182(C).
    9. Sudarsan Jayasingh & T. Girija & Sivakumar Arunkumar, 2021. "Factors Influencing Consumers’ Purchase Intention towards Electric Two-Wheelers," Sustainability, MDPI, vol. 13(22), pages 1-20, November.
    10. Jaiswal, Deepak & Deshmukh, Arun Kumar & Thaichon, Park, 2022. "Who will adopt electric vehicles? Segmenting and exemplifying potential buyer heterogeneity and forthcoming research," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    11. 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.
    12. Bireswar Dutta & Hsin-Ginn Hwang, 2021. "Consumers Purchase Intentions of Green Electric Vehicles: The Influence of Consumers Technological and Environmental Considerations," Sustainability, MDPI, vol. 13(21), pages 1-23, October.
    13. 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.
    14. Goel, Pooja & Kumar, Aalok & Parayitam, Satyanarayana & Luthra, Sunil, 2023. "Understanding transport users' preferences for adopting electric vehicle based mobility for sustainable city: A moderated moderated-mediation model," Journal of Transport Geography, Elsevier, vol. 106(C).
    15. 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.
    16. Gulzari, Adeela & Wang, Yuchen & Prybutok, Victor, 2022. "A green experience with eco-friendly cars: A young consumer electric vehicle rental behavioral model," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    17. Tengku Mohd Azizuddin Tuan Mahmood & Abdullah Al Mamun & Ghazali Bin Ahmad & Mohamed Dahlan Ibrahim, 2019. "Predicting Entrepreneurial Intentions and Pre-Start-Up Behaviour among Asnaf Millennials," Sustainability, MDPI, vol. 11(18), pages 1-26, September.
    18. 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.
    19. Kumar Shalender & Naman Sharma, 2021. "Using extended theory of planned behaviour (TPB) to predict adoption intention of electric vehicles in India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(1), pages 665-681, January.
    20. Elnaz Abotalebi & Mark R. Ferguson & Moataz Mohamed & Darren M. Scott, 2020. "Design of a survey to assess prospects for consumer electric mobility in Canada: a retrospective appraisal," Transportation, Springer, vol. 47(3), pages 1223-1250, June.

    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:14:y:2022:i:19:p:12398-:d:929037. 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.