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A deep dive into the factors affecting household solar photovoltaic adoption: An extended perspective of the value-based adoption model

Author

Listed:
  • Ho, Chien-Wei
  • Kuo, Cheng-Chien
  • Chang, Hong-Chan

Abstract

Solar photovoltaic (PV) products have emerged as a promising solution to address environmental and green energy issues in light of increasing concerns about carbon emissions, environmental awareness, and renewable energy. This research uses the value-based adoption model (VAM) to examine how perceived benefits and sacrifices impact the adoption intention of PV technology. It additionally explores the role of familiarity with the service as a moderator and its impact on perceived harm risk, perceived value, and adoption intention. The results reveal that economic and environmental benefits significantly influence perceived value, while perceived financial and harm risks also play substantial roles in shaping perceived value. Moreover, the study shows a positive relationship between perceived value and the intention to adopt solar PV and also suggests that familiarity with solar services moderates the relationship between perceived harm risk and perceived value. These insights are valuable for policymakers and energy companies seeking to understand consumers’ perspectives better and increase their intentions to adopt PV technology.

Suggested Citation

  • Ho, Chien-Wei & Kuo, Cheng-Chien & Chang, Hong-Chan, 2025. "A deep dive into the factors affecting household solar photovoltaic adoption: An extended perspective of the value-based adoption model," Evaluation and Program Planning, Elsevier, vol. 108(C).
    • Handle: RePEc:eee:epplan:v:108:y:2025:i:c:s0149718924001162
    DOI: 10.1016/j.evalprogplan.2024.102514
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    References listed on IDEAS

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    1. Pi-Chuan Sun & Hsueh-Mei Wang & Hsien-Long Huang & Chien-Wei Ho, 2020. "Consumer attitude and purchase intention toward rooftop photovoltaic installation: The roles of personal trait, psychological benefit, and government incentives," Energy & Environment, , vol. 31(1), pages 21-39, February.
    2. Hong, Areum & Nam, Changi & Kim, Seongcheol, 2020. "What will be the possible barriers to consumers’ adoption of smart home services?," Telecommunications Policy, Elsevier, vol. 44(2).
    3. Ying-Kai Liao & Wann-Yih Wu & Trang Quang Le & Thuy Thi Thu Phung, 2022. "The Integration of the Technology Acceptance Model and Value-Based Adoption Model to Study the Adoption of E-Learning: The Moderating Role of e-WOM," Sustainability, MDPI, vol. 14(2), pages 1-16, January.
    4. Park, C Whan & Lessig, V Parker, 1981. "Familiarity and Its Impact on Consumer Decision Biases and Heuristics," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 8(2), pages 223-230, September.
    5. Syed Shah Alam & Maisarah Ahmad & Abdullah Sanusi Othman & Zullina Bt Hussain Shaari & Mohammad Masukujjaman, 2021. "Factors Affecting Photovoltaic Solar Technology Usage Intention among Households in Malaysia: Model Integration and Empirical Validation," Sustainability, MDPI, vol. 13(4), pages 1-20, February.
    6. Elahi, Ehsan & Khalid, Zainab & Zhang, Zhixin, 2022. "Understanding farmers’ intention and willingness to install renewable energy technology: A solution to reduce the environmental emissions of agriculture," Applied Energy, Elsevier, vol. 309(C).
    7. Hidayatno, Akhmad & Setiawan, Andri D. & Wikananda Supartha, I Made & Moeis, Armand O. & Rahman, Irvanu & Widiono, Eddie, 2020. "Investigating policies on improving household rooftop photovoltaics adoption in Indonesia," Renewable Energy, Elsevier, vol. 156(C), pages 731-742.
    8. Balta-Ozkan, Nazmiye & Davidson, Rosemary & Bicket, Martha & Whitmarsh, Lorraine, 2013. "Social barriers to the adoption of smart homes," Energy Policy, Elsevier, vol. 63(C), pages 363-374.
    9. Song, Mengmeng & Xing, Xinyu & Duan, Yucong & Cohen, Jason & Mou, Jian, 2022. "Will artificial intelligence replace human customer service? The impact of communication quality and privacy risks on adoption intention," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    10. Das, Barun K. & Hasan, Mahmudul & Das, Pronob, 2021. "Impact of storage technologies, temporal resolution, and PV tracking on stand-alone hybrid renewable energy for an Australian remote area application," Renewable Energy, Elsevier, vol. 173(C), pages 362-380.
    11. Jayaraman, K. & Paramasivan, Lavinsaa & Kiumarsi, Shaian, 2017. "Reasons for low penetration on the purchase of photovoltaic (PV) panel system among Malaysian landed property owners," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 562-571.
    12. Chien-Wei Ho, 2024. "Motivating people to adopt electricity management system based on push–pull–mooring model," Energy & Environment, , vol. 35(3), pages 1479-1492, May.
    13. Hasan Huseyin Coban & Wojciech Lewicki & Radosław Miśkiewicz & Wojciech Drożdż, 2022. "The Economic Dimension of Using the Integration of Highway Sound Screens with Solar Panels in the Process of Generating Green Energy," Energies, MDPI, vol. 16(1), pages 1-20, December.
    14. Shiwen Zhao & Liwen Chen, 2021. "Exploring Residents’ Purchase Intention of Green Housings in China: An Extended Perspective of Perceived Value," IJERPH, MDPI, vol. 18(8), pages 1-19, April.
    15. Jinmin Kim & Jaeyoung Kim, 2021. "An Integrated Analysis of Value-Based Adoption Model and Information Systems Success Model for PropTech Service Platform," Sustainability, MDPI, vol. 13(23), pages 1-17, November.
    16. Zeng, Shihong & Tanveer, Arifa & Fu, Xiaolan & Gu, Yuxiao & Irfan, Muhammad, 2022. "Modeling the influence of critical factors on the adoption of green energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    17. Kim, Moon-Koo & Oh, Jeesun & Park, Jong-Hyun & Joo, Changlim, 2018. "Perceived value and adoption intention for electric vehicles in Korea: Moderating effects of environmental traits and government supports," Energy, Elsevier, vol. 159(C), pages 799-809.
    18. Brucks, Merrie, 1985. "The Effects of Product Class Knowledge on Information Search Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 12(1), pages 1-16, June.
    19. Yiwen Li & Norihiro Nishimura & Hisanori Yagami & Hye-Sook Park, 2021. "An Empirical Study on Online Learners’ Continuance Intentions in China," Sustainability, MDPI, vol. 13(2), pages 1-18, January.
    20. Rahul Bhosale & Anand Kumar & Fares AlMomani & Ujjal Ghosh & Mohammad Saad Anis & Konstantinos Kakosimos & Rajesh Shende & Marc A. Rosen, 2016. "Solar Hydrogen Production via a Samarium Oxide-Based Thermochemical Water Splitting Cycle," Energies, MDPI, vol. 9(5), pages 1-15, April.
    21. Seon Hee Kim & Joon Ho Bae & Hyeon Mo Jeon, 2019. "Continuous Intention on Accommodation Apps: Integrated Value-Based Adoption and Expectation–Confirmation Model Analysis," Sustainability, MDPI, vol. 11(6), pages 1-17, March.
    22. Zhong, Junying & Chen, Tiao, 2023. "Antecedents of mobile payment loyalty: An extended perspective of perceived value and information system success model," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    23. Arifa Tanveer & Shihong Zeng & Muhammad Irfan & Rui Peng, 2021. "Do Perceived Risk, Perception of Self-Efficacy, and Openness to Technology Matter for Solar PV Adoption? An Application of the Extended Theory of Planned Behavior," Energies, MDPI, vol. 14(16), pages 1-24, August.
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