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The importance of quality in a complex behavioral model dependent on the analytical: an example of adopting eco-friendly cars among young consumers in the United States

Author

Listed:
  • Yuchen Wang

    (University of Massachusetts Boston)

  • Adeela Gulzari

    (Texas Woman’s University)

  • Lu Xu

    (University of North Georgia)

  • Victor Prybutok

    (University of North Texas)

Abstract

Environmentally friendly cars are in the spotlight because they represent a rapidly expanding segment of the automobile market and appear to be the market's future. This research explores the intention of young consumers to purchase a hybrid vehicle (HV), builds a hybrid vehicle purchasing intention model (HVPIM), and extends the theory of planned behavior. Partial least squares structural equation modeling, regression model, and an artificial neural network (ANN) model allowed for testing of the model and comparison of the methods. The results show that environmental concerns do not significantly stimulate young consumer behavior. Generation Z of the U.S. holds a contrarian view of HV products. The HVPIM effectively predicted young consumers' purchase intention of an HV. The empirical results show that self-presentation, perceived quality, and green switching intention are the key factors that affect the intention and propensity to pursue an HV. The insights gained from the model have practical implications for the government, sustainable transportation product manufacturers, and research modelers related to HV production strategies. These insights also allow better addressing of young consumers’ behaviors and characteristics.

Suggested Citation

  • Yuchen Wang & Adeela Gulzari & Lu Xu & Victor Prybutok, 2024. "The importance of quality in a complex behavioral model dependent on the analytical: an example of adopting eco-friendly cars among young consumers in the United States," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(6), pages 5947-5975, December.
    • Handle: RePEc:spr:qualqt:v:58:y:2024:i:6:d:10.1007_s11135-024-01916-8
    DOI: 10.1007/s11135-024-01916-8
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    1. Gennaro Punzo & Demetrio Panarello & Rosalia Castellano, 2022. "Sustainable urban mobility: evidence from three developed European countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(5), pages 3135-3157, October.
    2. Aîda Mimouni-Chaabane & Pierre Volle, 2010. "Perceived Benefits of Loyalty Programs: Scale Development and Implications for Relational Strategies," Post-Print halshs-00638594, HAL.
    3. Sirgy, M. Joseph, 1985. "Using self-congruity and ideal congruity to predict purchase motivation," Journal of Business Research, Elsevier, vol. 13(3), pages 195-206, June.
    4. Sheshadri Chatterjee & Kalyan Kumar Bhattacharjee & Chia-Wen Tsai & Amit Kumar Agrawal, 2021. "Impact of peer influence and government support for successful adoption of technology for vocational education: A quantitative study using PLS-SEM technique," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(6), pages 2041-2064, December.
    5. repec:dau:papers:123456789/1603 is not listed on IDEAS
    6. 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.
    7. Sovacool, Benjamin K. & Kester, Johannes & Heida, Vimke, 2019. "Cars and kids: Childhood perceptions of electric vehicles and sustainable transport in Denmark and the Netherlands," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 182-192.
    8. Bolton, Ruth N & Drew, James H, 1991. "A Multistage Model of Customers' Assessments of Service Quality and Value," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 17(4), pages 375-384, March.
    9. Yujin Beak & Kayoung Kim & Kyuho Maeng & Youngsang Cho, 2020. "Is the environment‐friendly factor attractive to customers when purchasing electric vehicles? Evidence from South Korea," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 996-1006, March.
    10. Steg, Linda, 2005. "Car use: lust and must. Instrumental, symbolic and affective motives for car use," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(2-3), pages 147-162.
    11. Wang, Yacan & Hazen, Benjamin T., 2016. "Consumer product knowledge and intention to purchase remanufactured products," International Journal of Production Economics, Elsevier, vol. 181(PB), pages 460-469.
    12. 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).
    13. Sharma, Varinder M. & Klein, Andreas, 2020. "Consumer perceived value, involvement, trust, susceptibility to interpersonal influence, and intention to participate in online group buying," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    14. John Hulland, 1999. "Use of partial least squares (PLS) in strategic management research: a review of four recent studies," Strategic Management Journal, Wiley Blackwell, vol. 20(2), pages 195-204, February.
    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. Mimouni-Chaabane, Aîda & Volle, Pierre, 2010. "Perceived benefits of loyalty programs: Scale development and implications for relational strategies," Journal of Business Research, Elsevier, vol. 63(1), pages 32-37, January.
    17. Tchetchik, Anat & Zvi, Liat I. & Kaplan, Sigal & Blass, Vered, 2020. "The joint effects of driving hedonism and trialability on the choice between internal combustion engine, hybrid, and electric vehicles," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    18. 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.
    19. Eltoumi, Fouad M. & Becherif, Mohamed & Djerdir, Abdesslem & Ramadan, Haitham.S., 2021. "The key issues of electric vehicle charging via hybrid power sources: Techno-economic viability, analysis, and recommendations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
    20. Papadas, Karolos-Konstantinos & Avlonitis, George J. & Carrigan, Marylyn, 2017. "Green marketing orientation: Conceptualization, scale development and validation," Journal of Business Research, Elsevier, vol. 80(C), pages 236-246.
    21. Boakye, Kwabena G. & Natesan, Prathiba & Prybutok, Victor R., 2020. "A correlated uniqueness model of service quality measurement among users of cloud-based service platforms," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    22. Kuen-Hung Tsai & Hui-Chen Chang & Chen-Yi Peng, 2016. "Extending the link between entrepreneurial self-efficacy and intention: a moderated mediation model," International Entrepreneurship and Management Journal, Springer, vol. 12(2), pages 445-463, June.
    23. Kim, Wonyoung & Jun, Ho Mun & Walker, Matthew & Drane, Dan, 2015. "Evaluating the perceived social impacts of hosting large-scale sport tourism events: Scale development and validation," Tourism Management, Elsevier, vol. 48(C), pages 21-32.
    24. Ozaki, Ritsuko & Sevastyanova, Katerina, 2011. "Going hybrid: An analysis of consumer purchase motivations," Energy Policy, Elsevier, vol. 39(5), pages 2217-2227, May.
    25. Bagozzi, Richard P & Baumgartner, Hans & Yi, Youjae, 1992. "State versus Action Orientation and the Theory of Reasoned Action: An Application to Coupon Usage," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 18(4), pages 505-518, March.
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