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Evaluating consumer attitudes toward electromobility and the moderating effect of perceived consumer effectiveness

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  • Higueras-Castillo, Elena
  • Liébana-Cabanillas, Francisco José
  • Muñoz-Leiva, Francisco
  • García-Maroto, Inmaculada

Abstract

In order to combat environmental problems, electromobility is developing worldwide. The purpose of this study is to assess consumer attitudes for electromobility. Likewise, perceived consumer effectiveness (PCE) is proposed as a moderator. The analysis was carried out approaching a partial least squares technique within a model of structural equations with a sample of 404 users. Results show that the main motivators driving the purchase of an electric or hybrid vehicle are trust and extrinsic incentives, with green self-identity (GSI) influencing significantly but with less intensity. In addition, the level of knowledge is rather low and has a negative impact. In the proposed behavior model, PCE has a significant impact on intention. The impact of GSI on attitude is especially significant among consumers with a high level of PCE. Likewise, the effect of attitude on intention to adopt is also more pronounced among consumers with a high level of PCE. These findings might help revamp marketing strategies aiming to improve consumer attitudes and product adoption while boosting product sales.

Suggested Citation

  • Higueras-Castillo, Elena & Liébana-Cabanillas, Francisco José & Muñoz-Leiva, Francisco & García-Maroto, Inmaculada, 2019. "Evaluating consumer attitudes toward electromobility and the moderating effect of perceived consumer effectiveness," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 387-398.
  • Handle: RePEc:eee:joreco:v:51:y:2019:i:c:p:387-398
    DOI: 10.1016/j.jretconser.2019.07.006
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    as
    1. Kalinic, Zoran & Marinkovic, Veljko & Molinillo, Sebastián & Liébana-Cabanillas, Francisco, 2019. "A multi-analytical approach to peer-to-peer mobile payment acceptance prediction," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 143-153.
    2. 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.
    3. Zhang, Yue-Jun & Peng, Hua-Rong & Liu, Zhao & Tan, Weiping, 2015. "Direct energy rebound effect for road passenger transport in China: A dynamic panel quantile regression approach," Energy Policy, Elsevier, vol. 87(C), pages 303-313.
    4. Belanche, Daniel & Casaló, Luis V. & Guinalíu, Miguel, 2012. "Website usability, consumer satisfaction and the intention to use a website: The moderating effect of perceived risk," Journal of Retailing and Consumer Services, Elsevier, vol. 19(1), pages 124-132.
    5. Lee Cronbach, 1951. "Coefficient alpha and the internal structure of tests," Psychometrika, Springer;The Psychometric Society, vol. 16(3), pages 297-334, September.
    6. 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.
    7. Webster, Frederick E, Jr, 1975. "Determining the Characteristics of the Socially Conscious Consumer," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 2(3), pages 188-196, December.
    8. 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.
    9. 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.
    10. Schubring, Sandra & Lorscheid, Iris & Meyer, Matthias & Ringle, Christian M., 2016. "The PLS agent: Predictive modeling with PLS-SEM and agent-based simulation," Journal of Business Research, Elsevier, vol. 69(10), pages 4604-4612.
    11. Chandra, Ambarish & Gulati, Sumeet & Kandlikar, Milind, 2010. "Green drivers or free riders? An analysis of tax rebates for hybrid vehicles," Journal of Environmental Economics and Management, Elsevier, vol. 60(2), pages 78-93, September.
    12. Coad, Alex & de Haan, Peter & Woersdorfer, Julia Sophie, 2009. "Consumer support for environmental policies: An application to purchases of green cars," Ecological Economics, Elsevier, vol. 68(7), pages 2078-2086, May.
    13. Erin Anderson & Barton Weitz, 1989. "Determinants of Continuity in Conventional Industrial Channel Dyads," Marketing Science, INFORMS, vol. 8(4), pages 310-323.
    14. 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.
    15. Sierzchula, William & Bakker, Sjoerd & Maat, Kees & van Wee, Bert, 2014. "The influence of financial incentives and other socio-economic factors on electric vehicle adoption," Energy Policy, Elsevier, vol. 68(C), pages 183-194.
    16. Matthew J. Beck & John M. Rose & Stephen P. Greaves, 2017. "I can’t believe your attitude: a joint estimation of best worst attitudes and electric vehicle choice," Transportation, Springer, vol. 44(4), pages 753-772, July.
    17. Vermeir, Iris & Verbeke, Wim, 2008. "Sustainable food consumption among young adults in Belgium: Theory of planned behaviour and the role of confidence and values," Ecological Economics, Elsevier, vol. 64(3), pages 542-553, January.
    18. Cook, A. J. & Kerr, G. N. & Moore, K., 2002. "Attitudes and intentions towards purchasing GM food," Journal of Economic Psychology, Elsevier, vol. 23(5), pages 557-572, October.
    19. Arie Beresteanu & Shanjun Li, 2011. "Gasoline Prices, Government Support, And The Demand For Hybrid Vehicles In The United States," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(1), pages 161-182, February.
    20. 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.
    21. Wynne W. Chin & Barbara L. Marcolin & Peter R. Newsted, 2003. "A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic-Mail Emotion/Adoption Study," Information Systems Research, INFORMS, vol. 14(2), pages 189-217, June.
    22. Diamond, David, 2009. "The impact of government incentives for hybrid-electric vehicles: Evidence from US states," Energy Policy, Elsevier, vol. 37(3), pages 972-983, March.
    23. 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.
    24. Plötz, Patrick & Schneider, Uta & Globisch, Joachim & Dütschke, Elisabeth, 2014. "Who will buy electric vehicles? Identifying early adopters in Germany," Transportation Research Part A: Policy and Practice, Elsevier, vol. 67(C), pages 96-109.
    25. Roberts, James A., 1996. "Green Consumers in the 1990s: Profile and Implications for Advertising," Journal of Business Research, Elsevier, vol. 36(3), pages 217-231, July.
    26. Sirgy, M Joseph, 1982. "Self-Concept in Consumer Behavior: A Critical Review," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 9(3), pages 287-300, December.
    27. Barbarossa, Camilla & De Pelsmacker, Patrick & Moons, Ingrid, 2017. "Personal Values, Green Self-identity and Electric Car Adoption," Ecological Economics, Elsevier, vol. 140(C), pages 190-200.
    28. Li, Wenbo & Long, Ruyin & Chen, Hong & Geng, Jichao, 2017. "A review of factors influencing consumer intentions to adopt battery electric vehicles," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 318-328.
    29. Scott Shane, 2000. "Prior Knowledge and the Discovery of Entrepreneurial Opportunities," Organization Science, INFORMS, vol. 11(4), pages 448-469, August.
    30. Sreen, Naman & Purbey, Shankar & Sadarangani, Pradip, 2018. "Impact of culture, behavior and gender on green purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 177-189.
    31. Jaiswal, Deepak & Kant, Rishi, 2018. "Green purchasing behaviour: A conceptual framework and empirical investigation of Indian consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 60-69.
    32. Steenkamp, Jan-Benedict E M & Baumgartner, Hans, 1998. "Assessing Measurement Invariance in Cross-National Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(1), pages 78-90, June.
    33. Flynn, Leisa Reinecke & Goldsmith, Ronald E., 1999. "A Short, Reliable Measure of Subjective Knowledge," Journal of Business Research, Elsevier, vol. 46(1), pages 57-66, September.
    34. She, Zhen-Yu & Qing Sun, & Ma, Jia-Jun & Xie, Bai-Chen, 2017. "What are the barriers to widespread adoption of battery electric vehicles? A survey of public perception in Tianjin, China," Transport Policy, Elsevier, vol. 56(C), pages 29-40.
    35. Axsen, Jonn & Orlebar, Caroline & Skippon, Stephen, 2013. "Social influence and consumer preference formation for pro-environmental technology: The case of a U.K. workplace electric-vehicle study," Ecological Economics, Elsevier, vol. 95(C), pages 96-107.
    36. Allen, Chris T, 1982. "Self-Perception Based Strategies for Stimulating Energy Conservation," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 8(4), pages 381-390, March.
    37. 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.
    38. Dean A. Shepherd & Dawn R. DeTienne, 2005. "Prior Knowledge, Potential Financial Reward, and Opportunity Identification," Entrepreneurship Theory and Practice, , vol. 29(1), pages 91-112, January.
    39. Daziano, Ricardo A. & Chiew, Esther, 2012. "Electric vehicles rising from the dead: Data needs for forecasting consumer response toward sustainable energy sources in personal transportation," Energy Policy, Elsevier, vol. 51(C), pages 876-894.
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