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Predicting consumer intention toward eco-friendly smart home services: extending the theory of planned behavior

Author

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  • Wenqing Zhang

    (Nanjing University of Finance & Economics)

  • Biao Luo

    (Hefei University of Technology)

Abstract

Although smart home services have been acknowledged to promote environmental protection, few studies have explored the willingness of consumers to adopt eco-friendly smart home services. This study aims to investigate the influencing factors that affect Chinese consumers’ intention to adopt eco-friendly smart home services. The theory of planned behavior is used as the basic theoretical background and is further extended by adding the constructs of environmental knowledge, ambiguity tolerance, compatibility, and living habits. Data were collected from 629 respondents in China through a self-administered questionnaire survey and analyzed by structural equation modeling. Results indicate that attitude and perceived behavioral control have positive and significant effects on consumers’ intention toward adopting eco-friendly smart home services, whereas subjective norm does not have any effect. Moreover, environmental knowledge, ambiguity tolerance, compatibility significantly and positively affect consumer intention toward eco-friendly smart home services. Living habits have a negative effect on consumers’ intention under eco-friendly smart home services context. The implications for promoting the popularization of smart home services are discussed to motivate consumers to adopt eco-friendly smart home services on the basis of empirical results.

Suggested Citation

  • Wenqing Zhang & Biao Luo, 2023. "Predicting consumer intention toward eco-friendly smart home services: extending the theory of planned behavior," Economic Change and Restructuring, Springer, vol. 56(5), pages 3335-3352, October.
    • Handle: RePEc:kap:ecopln:v:56:y:2023:i:5:d:10.1007_s10644-022-09477-2
    DOI: 10.1007/s10644-022-09477-2
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    References listed on IDEAS

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    1. Schill, Marie & Godefroit-Winkel, Delphine & Diallo, Mbaye Fall & Barbarossa, Camilla, 2019. "Consumers’ intentions to purchase smart home objects: Do environmental issues matter?," Ecological Economics, Elsevier, vol. 161(C), pages 176-185.
    2. Hazen, Benjamin T. & Overstreet, Robert E. & Jones-Farmer, L. Allison & Field, Hubert S., 2012. "The role of ambiguity tolerance in consumer perception of remanufactured products," International Journal of Production Economics, Elsevier, vol. 135(2), pages 781-790.
    3. Mitsutaka Matsumoto & Kenichiro Chinen & Hideki Endo, 2017. "Comparison of U.S. and Japanese Consumers’ Perceptions of Remanufactured Auto Parts," Journal of Industrial Ecology, Yale University, vol. 21(4), pages 966-979, August.
    4. 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.
    5. Liu, Wenling & Zhang, Jinyun & Bluemling, Bettina & Mol, Arthur P.J. & Wang, Can, 2015. "Public participation in energy saving retrofitting of residential buildings in China," Applied Energy, Elsevier, vol. 147(C), pages 287-296.
    6. Kamonthip Maichum & Surakiat Parichatnon & Ke-Chung Peng, 2016. "Application of the Extended Theory of Planned Behavior Model to Investigate Purchase Intention of Green Products among Thai Consumers," Sustainability, MDPI, vol. 8(10), pages 1-20, October.
    7. Muhammad Mohiuddin & Abdullah Al Mamun & Fazal Ali Syed & Muhammad Mehedi Masud & Zhan Su, 2018. "Environmental Knowledge, Awareness, and Business School Students’ Intentions to Purchase Green Vehicles in Emerging Countries," Sustainability, MDPI, vol. 10(5), pages 1-18, May.
    8. Hongyi Sun & Pei‐Lee Teh & Jonathan D. Linton, 2018. "Impact of environmental knowledge and product quality on student attitude toward products with recycled/remanufactured content: Implications for environmental education and green manufacturing," Business Strategy and the Environment, Wiley Blackwell, vol. 27(7), pages 935-945, November.
    9. Alexandra-Gwyn Paetz & Elisabeth Dütschke & Wolf Fichtner, 2012. "Smart Homes as a Means to Sustainable Energy Consumption: A Study of Consumer Perceptions," Journal of Consumer Policy, Springer, vol. 35(1), pages 23-41, March.
    10. Imdadullah Hidayat-ur-Rehman & Saeed Alzahrani & Mohd Ziaur Rehman & Fahim Akhter, 2022. "Determining the factors of m-wallets adoption. A twofold SEM-ANN approach," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-24, January.
    11. Marie Schill & Delphine Godefroit-Winkel & Mbaye Fall Diallo & Camilla Barbarossa, 2019. "Consumers’ intentions to purchase smart home objects: Do environmental issues matter?," Post-Print hal-02091348, HAL.
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