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Influence of pro-environmental behaviour towards behavioural intention of electric vehicles

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  • Shanmugavel, Nagarajan
  • Balakrishnan, Janarthanan

Abstract

Governments and businesses are exploring innovative ways to sustain pro-environmental behaviours among the people. One such initiative is electric vehicles, which can lead to environment-oriented sustainable development. However, limited studies have tried to uncover the norms underlying behavioural intention towards electric vehicles. The present research adapts to the extended Theory of Planned Behaviour (TPB) framework and integrates pro-environment variables to understand the direct and indirect relationship with behavioural intention. Four hundred sample data were analysed using the structural equation modeling technique to examine the validity of the proposed model. Personal norm is found to be playing a significant role in developing positive behavioural intention towards e-vehicles. Environmental knowledge is found to have a significant indirect effect on the model. The study's conclusions will enhance the evidence on electric vehicle acceptance in India and provide meaningful implications for practitioners.

Suggested Citation

  • Shanmugavel, Nagarajan & Balakrishnan, Janarthanan, 2023. "Influence of pro-environmental behaviour towards behavioural intention of electric vehicles," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    • Handle: RePEc:eee:tefoso:v:187:y:2023:i:c:s0040162522007272
    DOI: 10.1016/j.techfore.2022.122206
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    as
    1. Adrián Saldarriaga-Isaza, C. & Vergara, Carlos, 2009. "Who switches to hybrids? A study of a fuel conversion program in Colombia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 43(5), pages 572-579, June.
    2. Beibei Yue & Guanghua Sheng & Shengxiang She & Jiaqi Xu, 2020. "Impact of Consumer Environmental Responsibility on Green Consumption Behavior in China: The Role of Environmental Concern and Price Sensitivity," Sustainability, MDPI, vol. 12(5), pages 1-16, March.
    3. Landers, Richard N. & Behrend, Tara S., 2015. "An Inconvenient Truth: Arbitrary Distinctions Between Organizational, Mechanical Turk, and Other Convenience Samples," Industrial and Organizational Psychology, Cambridge University Press, vol. 8(2), pages 142-164, June.
    4. 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.
    5. Dwivedi, Yogesh K. & Hughes, Laurie & Kar, Arpan Kumar & Baabdullah, Abdullah M. & Grover, Purva & Abbas, Roba & Andreini, Daniela & Abumoghli, Iyad & Barlette, Yves & Bunker, Deborah & Chandra Kruse,, 2022. "Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action," International Journal of Information Management, Elsevier, vol. 63(C).
    6. Huang, Youlin & Qian, Lixian & Tyfield, David & Soopramanien, Didier, 2021. "On the heterogeneity in consumer preferences for electric vehicles across generations and cities in China," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    7. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    8. Martin Achtnicht, 2012. "German car buyers’ willingness to pay to reduce CO 2 emissions," Climatic Change, Springer, vol. 113(3), pages 679-697, August.
    9. repec:bla:kyklos:v:54:y:2001:i:2-3:p:317-42 is not listed on IDEAS
    10. Gao, Shengyi & Mokhtarian, Patricia L. & Johnston, Robert A., 2008. "Non-normality of Data in Structural Equation Models," University of California Transportation Center, Working Papers qt7nf8f0v7, University of California Transportation Center.
    11. Liu, Hu-Chen & You, Xiao-Yue & Xue, Yi-Xi & Luan, Xue, 2017. "Exploring critical factors influencing the diffusion of electric vehicles in China: A multi-stakeholder perspective," Research in Transportation Economics, Elsevier, vol. 66(C), pages 46-58.
    12. Hardman, Scott, 2019. "Understanding the impact of reoccurring and non-financial incentives on plug-in electric vehicle adoption – A review," Transportation Research Part A: Policy and Practice, Elsevier, vol. 119(C), pages 1-14.
    13. Shanyong Wang & Jin Fan & Dingtao Zhao & Shu Yang & Yuanguang Fu, 2016. "Predicting consumers’ intention to adopt hybrid electric vehicles: using an extended version of the theory of planned behavior model," Transportation, Springer, vol. 43(1), pages 123-143, January.
    14. 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.
    15. Elgaaied-Gambier, Leila & Monnot, Elisa & Reniou, Fanny, 2018. "Using descriptive norm appeals effectively to promote green behavior," Journal of Business Research, Elsevier, vol. 82(C), pages 179-191.
    16. Munir Ahmad & Nadeem Akhtar & Gul Jabeen & Muhammad Irfan & Muhammad Khalid Anser & Haitao Wu & Cem Işık, 2021. "Intention-Based Critical Factors Affecting Willingness to Adopt Novel Coronavirus Prevention in Pakistan: Implications for Future Pandemics," IJERPH, MDPI, vol. 18(11), pages 1-28, June.
    17. Lai-Ying Leong & Teck-Soon Hew & Keng-Boon Ooi & Binshan Lin, 2012. "The determinants of customer loyalty in Malaysian mobile telecommunication services: a structural analysis," International Journal of Services, Economics and Management, Inderscience Enterprises Ltd, vol. 4(3), pages 209-235.
    18. Xianbing Liu & Can Wang & Tomohiro Shishime & Tetsuro Fujitsuka, 2012. "Sustainable consumption: Green purchasing behaviours of urban residents in China," Sustainable Development, John Wiley & Sons, Ltd., vol. 20(4), pages 293-308, July.
    19. Hsu, Chin-Lung & Lin, Judy Chuan-Chuan, 2016. "Effect of perceived value and social influences on mobile app stickiness and in-app purchase intention," Technological Forecasting and Social Change, Elsevier, vol. 108(C), pages 42-53.
    20. Siegwart Lindenberg, 2001. "Intrinsic Motivation in a New Light," Kyklos, Wiley Blackwell, vol. 54(2‐3), pages 317-342, May.
    21. Liobikienė, Genovaitė & Dagiliūtė, Renata & Juknys, Romualdas, 2021. "The determinants of renewable energy usage intentions using theory of planned behaviour approach," Renewable Energy, Elsevier, vol. 170(C), pages 587-594.
    22. Huang, Youlin & Qian, Lixian & Soopramanien, Didier & Tyfield, David, 2021. "Buy, lease, or share? Consumer preferences for innovative business models in the market for electric vehicles," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    23. MacKenzie, Scott B. & Podsakoff, Philip M., 2012. "Common Method Bias in Marketing: Causes, Mechanisms, and Procedural Remedies," Journal of Retailing, Elsevier, vol. 88(4), pages 542-555.
    24. Joseph F. Hair & G. Tomas M. Hult & Christian M. Ringle & Marko Sarstedt & Kai Oliver Thiele, 2017. "Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods," Journal of the Academy of Marketing Science, Springer, vol. 45(5), pages 616-632, September.
    25. Sujan, Mita, 1985. "Consumer Knowledge: Effects on Evaluation Strategies Mediating Consumer Judgments," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 12(1), pages 31-46, June.
    26. Helveston, John Paul & Liu, Yimin & Feit, Elea McDonnell & Fuchs, Erica & Klampfl, Erica & Michalek, Jeremy J., 2015. "Will subsidies drive electric vehicle adoption? Measuring consumer preferences in the U.S. and China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 73(C), pages 96-112.
    27. Yang, Xiaofang & Jin, Wen & Jiang, Hai & Xie, Qianyan & Shen, Wei & Han, Weijian, 2017. "Car ownership policies in China: Preferences of residents and influence on the choice of electric cars," Transport Policy, Elsevier, vol. 58(C), pages 62-71.
    28. Zhenghui Li & Gaoke Liao & Khaldoon Albitar, 2020. "Does corporate environmental responsibility engagement affect firm value? The mediating role of corporate innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 1045-1055, March.
    29. Nidal Ismail Abu-Alkeir, 2020. "Factors Influencing Consumers Buying Intentions Towards Electric Cars: The Arab Customers’ Perspective," International Journal of Marketing Studies, Canadian Center of Science and Education, vol. 12(2), pages 127-127, July.
    30. Qian, Lixian & Grisolía, Jose M. & Soopramanien, Didier, 2019. "The impact of service and government-policy attributes on consumer preferences for electric vehicles in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 122(C), pages 70-84.
    31. Sheppard, Blair H & Hartwick, Jon & Warshaw, Paul R, 1988. "The Theory of Reasoned Action: A Meta-analysis of Past Research with Recommendations for Modifications and Future Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 15(3), pages 325-343, December.
    32. Muhammad Irfan & Nadeem Akhtar & Munir Ahmad & Farrukh Shahzad & Rajvikram Madurai Elavarasan & Haitao Wu & Chuxiao Yang, 2021. "Assessing Public Willingness to Wear Face Masks during the COVID-19 Pandemic: Fresh Insights from the Theory of Planned Behavior," IJERPH, MDPI, vol. 18(9), pages 1-22, April.
    33. Gao, Shengyi & Mokhtarian, Patricia L. & Johnston, Robert A., 2008. "Non-normality of Data in Structural Equation Models," University of California Transportation Center, Working Papers qt7nf8f0v7, University of California Transportation Center.
    34. Roberts, James A. & Bacon, Donald R., 1997. "Exploring the Subtle Relationships between Environmental Concern and Ecologically Conscious Consumer Behavior," Journal of Business Research, Elsevier, vol. 40(1), pages 79-89, September.
    35. Mastini, Riccardo & Kallis, Giorgos & Hickel, Jason, 2021. "A Green New Deal without growth?," Ecological Economics, Elsevier, vol. 179(C).
    36. Wang, Ning & Tang, Linhao & Pan, Huizhong, 2018. "Analysis of public acceptance of electric vehicles: An empirical study in Shanghai," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 284-291.
    37. Sigurdardottir, Sigrun Birna & Kaplan, Sigal & Møller, Mette, 2014. "The motivation underlying adolescents׳ intended time-frame for driving licensure and car ownership: A socio-ecological approach," Transport Policy, Elsevier, vol. 36(C), pages 19-25.
    38. Kamel Rouibah & Ramayah Thurasamy & Oh Sook May, 2009. "User Acceptance of Internet Banking In Malaysia: Test of Three Competing Models," International Journal of E-Adoption (IJEA), IGI Global, vol. 1(1), pages 1-19, January.
    39. Shanyong Wang & Jin Fan & Dingtao Zhao & Shu Yang & Yuanguang Fu, 2016. "Predicting consumers’ intention to adopt hybrid electric vehicles: using an extended version of the theory of planned behavior model," Transportation, Springer, vol. 43(1), pages 123-143, January.
    40. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    41. Bilal Afsar & Ahsen Maqsoom & Asad Shahjehan & Sajjad Ahmad Afridi & Adnan Nawaz & Hassan Fazliani, 2020. "Responsible leadership and employee's proenvironmental behavior: The role of organizational commitment, green shared vision, and internal environmental locus of control," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(1), pages 297-312, January.
    42. Jaap Sok & Joao Rossi Borges & Peter Schmidt & Icek Ajzen, 2021. "Farmer Behaviour as Reasoned Action: A Critical Review of Research with the Theory of Planned Behaviour," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(2), pages 388-412, June.
    43. Hardman, Scott, 2019. "Understanding the Impact of Reoccurring and Non-Financial Incentives on Plug-in Electric Vehicle Adoption – A Review," Institute of Transportation Studies, Working Paper Series qt7v13w987, Institute of Transportation Studies, UC Davis.
    44. Chen, Chien-fei & Zarazua de Rubens, Gerardo & Noel, Lance & Kester, Johannes & Sovacool, Benjamin K., 2020. "Assessing the socio-demographic, technical, economic and behavioral factors of Nordic electric vehicle adoption and the influence of vehicle-to-grid preferences," Renewable and Sustainable Energy Reviews, Elsevier, vol. 121(C).
    45. Tan, Siow-Hooi & Habibullah, Muzafar Shah & Tan, Siow-Kian, 2017. "Corporate governance and environmental responsibility," Annals of Tourism Research, Elsevier, vol. 63(C), pages 213-215.
    46. Nihat Ay & Daniel Polani, 2008. "Information Flows In Causal Networks," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 11(01), pages 17-41.
    47. Diamantopoulos, Adamantios & Schlegelmilch, Bodo B. & Sinkovics, Rudolf R. & Bohlen, Greg M., 2003. "Can socio-demographics still play a role in profiling green consumers? A review of the evidence and an empirical investigation," Journal of Business Research, Elsevier, vol. 56(6), pages 465-480, June.
    48. Schuitema, Geertje & Anable, Jillian & Skippon, Stephen & Kinnear, Neale, 2013. "The role of instrumental, hedonic and symbolic attributes in the intention to adopt electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 48(C), pages 39-49.
    49. Paul, Justin & Modi, Ashwin & Patel, Jayesh, 2016. "Predicting green product consumption using theory of planned behavior and reasoned action," Journal of Retailing and Consumer Services, Elsevier, vol. 29(C), pages 123-134.
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