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Using extended theory of planned behaviour (TPB) to predict adoption intention of electric vehicles in India

Author

Listed:
  • Kumar Shalender

    (Chitkara University)

  • Naman Sharma

    (Entrepreneurship Development Institute of India)

Abstract

Being a major energy consumer, India is under intense pressure to reduce its energy requirements and greenhouse emissions. Electric vehicles (EVs), a sustainable form of automobile transportation, can reduce the country’s dependence on gasoline while greatly reducing its carbon footprints. The study uses an extended TPB model in order to predict adoption intention of 326 customers towards the purchase of EVs. The sample respondents have been taken from 57 dealerships of five different automobile companies. The empirical analysis of the study shows that attitude, subjective norm, perceived behavioural control, moral norm, and environmental concern have a positive relation with adoption intention of buyers. The findings of study also suggest that extended TPB model is appropriate in predicting the adoption intention of the customers towards the EVs. Based on the results, the study discusses the implications for EVs adoption in India and also provides suggestions for future research.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:endesu:v:23:y:2021:i:1:d:10.1007_s10668-020-00602-7
    DOI: 10.1007/s10668-020-00602-7
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    as
    1. Abou-Zeid, Maya & Ben-Akiva, Moshe, 2011. "The effect of social comparisons on commute well-being," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(4), pages 345-361, May.
    2. Hidrue, Michael K. & Parsons, George R. & Kempton, Willett & Gardner, Meryl P., 2011. "Willingness to pay for electric vehicles and their attributes," Resource and Energy Economics, Elsevier, vol. 33(3), pages 686-705, September.
    3. Zhang, Xian & Wang, Ke & Hao, Yu & Fan, Jing-Li & Wei, Yi-Ming, 2013. "The impact of government policy on preference for NEVs: The evidence from China," Energy Policy, Elsevier, vol. 61(C), pages 382-393.
    4. Gadenne, David & Sharma, Bishnu & Kerr, Don & Smith, Tim, 2011. "The influence of consumers' environmental beliefs and attitudes on energy saving behaviours," Energy Policy, Elsevier, vol. 39(12), pages 7684-7694.
    5. 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.
    6. Franck Aggeri & Maria Elmquist & Hans Pohl, 2009. "Managing learning in the automotive industry – the innovation race for electric vehicles," International Journal of Automotive Technology and Management, Inderscience Enterprises Ltd, vol. 9(2), pages 123-147.
    7. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    8. Kumar Shalender, 2018. "Entrepreneurial orientation for sustainable mobility through electric vehicles," Journal of Enterprising Communities: People and Places in the Global Economy, Emerald Group Publishing Limited, vol. 12(1), pages 67-82, March.
    9. Noel, Lance & Brodie, Joseph F. & Kempton, Willett & Archer, Cristina L. & Budischak, Cory, 2017. "Cost minimization of generation, storage, and new loads, comparing costs with and without externalities," Applied Energy, Elsevier, vol. 189(C), pages 110-121.
    10. Axsen, Jonn & Burke, Andy & Kurani, Kenneth S, 2010. "Are Batteries Ready for Plug-in Hybrid Buyers?," Institute of Transportation Studies, Working Paper Series qt7vh184rw, Institute of Transportation Studies, UC Davis.
    11. Zhang, Yong & Yu, Yifeng & Zou, Bai, 2011. "Analyzing public awareness and acceptance of alternative fuel vehicles in China: The case of EV," Energy Policy, Elsevier, vol. 39(11), pages 7015-7024.
    12. Gallagher, Kelly Sims & Muehlegger, Erich, 2011. "Giving green to get green? Incentives and consumer adoption of hybrid vehicle technology," Journal of Environmental Economics and Management, Elsevier, vol. 61(1), pages 1-15, January.
    13. Turrentine, Tom & Kurani, Kenneth S, 2007. "Car buyers and fuel economy?," Institute of Transportation Studies, Working Paper Series qt56x845v4, Institute of Transportation Studies, UC Davis.
    14. Kaplan, Sigal & Gruber, Johannes & Reinthaler, Martin & Klauenberg, Jens, 2016. "Intentions to introduce electric vehicles in the commercial sector: A model based on the theory of planned behaviour," Research in Transportation Economics, Elsevier, vol. 55(C), pages 12-19.
    15. 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.
    16. Axsen, Jonn & TyreeHageman, Jennifer & Lentz, Andy, 2012. "Lifestyle practices and pro-environmental technology," Ecological Economics, Elsevier, vol. 82(C), pages 64-74.
    17. 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.
    18. 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.
    19. Martin Achtnicht, 2012. "German car buyers’ willingness to pay to reduce CO 2 emissions," Climatic Change, Springer, vol. 113(3), pages 679-697, August.
    20. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    21. 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.
    22. Kumar Shalender & Rajesh Kumar Yadav, 2018. "Promoting e-mobility in India: challenges, framework, and future roadmap," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(6), pages 2587-2607, December.
    23. Yiyi Wang & Kara Kockelman & Paul Damien, 2014. "A spatial autoregressive multinomial probit model for anticipating land-use change in Austin, Texas," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 52(1), pages 251-278, January.
    24. Krupa, Joseph S. & Rizzo, Donna M. & Eppstein, Margaret J. & Brad Lanute, D. & Gaalema, Diann E. & Lakkaraju, Kiran & Warrender, Christina E., 2014. "Analysis of a consumer survey on plug-in hybrid electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 64(C), pages 14-31.
    25. Kahn, Matthew E., 2007. "Do greens drive Hummers or hybrids? Environmental ideology as a determinant of consumer choice," Journal of Environmental Economics and Management, Elsevier, vol. 54(2), pages 129-145, September.
    26. Hsu, Chia-Lin & Chang, Chi-Ya & Yansritakul, Chutinart, 2017. "Exploring purchase intention of green skincare products using the theory of planned behavior: Testing the moderating effects of country of origin and price sensitivity," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 145-152.
    27. Goh, Edmund & Ritchie, Brent & Wang, Jie, 2017. "Non-compliance in national parks: An extension of the theory of planned behaviour model with pro-environmental values," Tourism Management, Elsevier, vol. 59(C), pages 123-127.
    28. Yetano Roche, María & Mourato, Susana & Fischedick, Manfred & Pietzner, Katja & Viebahn, Peter, 2010. "Public attitudes towards and demand for hydrogen and fuel cell vehicles: A review of the evidence and methodological implications," Energy Policy, Elsevier, vol. 38(10), pages 5301-5310, October.
    29. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    30. Axsen, Jonn & Kurani, Kenneth S. & Burke, Andrew, 2010. "Are batteries ready for plug-in hybrid buyers?," Transport Policy, Elsevier, vol. 17(3), pages 173-182, May.
    31. Ziegler, Andreas, 2012. "Individual characteristics and stated preferences for alternative energy sources and propulsion technologies in vehicles: A discrete choice analysis for Germany," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(8), pages 1372-1385.
    32. Sovacool, Benjamin K. & Hirsh, Richard F., 2009. "Beyond batteries: An examination of the benefits and barriers to plug-in hybrid electric vehicles (PHEVs) and a vehicle-to-grid (V2G) transition," Energy Policy, Elsevier, vol. 37(3), pages 1095-1103, March.
    33. Han, Heesup & Hsu, Li-Tzang (Jane) & Sheu, Chwen, 2010. "Application of the Theory of Planned Behavior to green hotel choice: Testing the effect of environmental friendly activities," Tourism Management, Elsevier, vol. 31(3), pages 325-334.
    34. Ozaki, Ritsuko & Sevastyanova, Katerina, 2011. "Going hybrid: An analysis of consumer purchase motivations," Energy Policy, Elsevier, vol. 39(5), pages 2217-2227, May.
    35. Turrentine, Thomas S. & Kurani, Kenneth S., 2007. "Car buyers and fuel economy?," Energy Policy, Elsevier, vol. 35(2), pages 1213-1223, February.
    36. 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.
    37. Franck Aggeri & Maria Elmquist & Hans Pohl, 2009. "Managing learning in the automotive industry - the innovation race for electric vehicles," Post-Print hal-00468338, HAL.
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