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Restoring consumer trust in e-commerce: The role of blockchain technology and its behavioral implications

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  • Uchikoshi, Louisa
  • Frank, Björn

Abstract

Blockchain technology has unique technological features that could help e-commerce firms regain consumer trust lost due to widespread online fraud. However, their effectiveness and underlying mechanisms remain unknown. Drawing on trust formation theory, this article examines the effectiveness of these blockchain technology features and its variation across consumer needs. A multi-method approach combines a randomized between-subjects experiment (Study 1: 727 consumers; pretest: 45) and a multi-wave survey of actual experiences of tech-savvy consumers (Study 2: 563 consumers; pretest: 30) in the U.S. Consistent statistically significant results show that the blockchain technology features of privacy ownership, privacy monetization, and metadata transparency increase consumer trust in e-commerce platforms. The openness of a blockchain platform to criminal sellers, which allows consumers to access illicit products, increases trust only for consumers with illicit purchase needs, while decreasing trust for consumers without such needs. Trust mediates the effects of these blockchain technology features on consumers' willingness to pay additional fees and retail use intentions, which in turn mediate the effects on actual future retail use behavior. These findings extend trust formation theory to the context of blockchain technology and inform retail practitioners of a powerful new technology for increasing consumer purchases in their online stores.

Suggested Citation

  • Uchikoshi, Louisa & Frank, Björn, 2026. "Restoring consumer trust in e-commerce: The role of blockchain technology and its behavioral implications," Technological Forecasting and Social Change, Elsevier, vol. 224(C).
    • Handle: RePEc:eee:tefoso:v:224:y:2026:i:c:s0040162525005268
    DOI: 10.1016/j.techfore.2025.124495
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    1. Koroma, Jonathan & Rongting, Zhou & Muhideen, Sayibu & Akintunde, Tosin Yinka & Amosun, Tunde Simeon & Dauda, Sahr James & Sawaneh, Ibrahim Abdulai, 2022. "Assessing citizens' behavior towards blockchain cryptocurrency adoption in the Mano River Union States: Mediation, moderation role of trust and ethical issues," Technology in Society, Elsevier, vol. 68(C).
    2. D. Harrison McKnight & Vivek Choudhury & Charles Kacmar, 2002. "Developing and Validating Trust Measures for e-Commerce: An Integrative Typology," Information Systems Research, INFORMS, vol. 13(3), pages 334-359, September.
    3. Frank, Björn & Herbas-Torrico, Boris & Schvaneveldt, Shane J., 2021. "The AI-extended consumer: Technology, consumer, country differences in the formation of demand for AI-empowered consumer products," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    4. Frank, Björn, 2024. "Consumer preferences for artificial intelligence-enhanced products: Differences across consumer segments, product types, and countries," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    5. Kamolsook, Apinya & Badir, Yuosre F. & Frank, Björn, 2019. "Consumers' switching to disruptive technology products: The roles of comparative economic value and technology type," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 328-340.
    6. Thomas R. Eisenmann & Geoffrey Parker & Marshall Van Alstyne, 2009. "Opening Platforms: How, When and Why?," Chapters, in: Annabelle Gawer (ed.), Platforms, Markets and Innovation, chapter 6, Edward Elgar Publishing.
    7. Sachin Kamble & Angappa Gunasekaran & Vikas Kumar & Amine Belhadi & Cyril Foropon, 2021. "A machine learning based approach for predicting blockchain adoption in supply chain," Post-Print hal-03539287, HAL.
    8. Boris Herbas Torrico & Björn Frank & Carlos Arandia Tavera, 2018. "Corporate social responsibility in Bolivia: meanings and consequences," International Journal of Corporate Social Responsibility, Springer, vol. 3(1), pages 1-13, December.
    9. Jonathan Lusthaus, 2012. "Trust in the world of cybercrime," Global Crime, Taylor & Francis Journals, vol. 13(2), pages 71-94, May.
    10. Teck Ming Tan & Saila Saraniemi, 2023. "Trust in blockchain-enabled exchanges: Future directions in blockchain marketing," Journal of the Academy of Marketing Science, Springer, vol. 51(4), pages 914-939, July.
    11. Karamchandani, Amit & Srivastava, Samir K. & Srivastava, Rajiv K., 2020. "Perception-based model for analyzing the impact of enterprise blockchain adoption on SCM in the Indian service industry," International Journal of Information Management, Elsevier, vol. 52(C).
    12. Coyle, James R. & Gould, Stephen J. & Gupta, Pola & Gupta, Reetika, 2009. ""To buy or to pirate": The matrix of music consumers' acquisition-mode decision-making," Journal of Business Research, Elsevier, vol. 62(10), pages 1031-1037, October.
    13. Donghee Shin & William T. Bianco, 2020. "In Blockchain We Trust: Does Blockchain Itself Generate Trust?," Social Science Quarterly, Southwestern Social Science Association, vol. 101(7), pages 2522-2538, December.
    14. Venkata Marella & Bikesh Upreti & Jani Merikivi & Virpi Kristiina Tuunainen, 2020. "Understanding the creation of trust in cryptocurrencies: the case of Bitcoin," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(2), pages 259-271, June.
    15. Sean Foley & Jonathan R Karlsen & Tālis J Putniņš, 2019. "Sex, Drugs, and Bitcoin: How Much Illegal Activity Is Financed through Cryptocurrencies?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1798-1853.
    16. Kamble, Sachin S. & Gunasekaran, Angappa & Kumar, Vikas & Belhadi, Amine & Foropon, Cyril, 2021. "A machine learning based approach for predicting blockchain adoption in supply Chain," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    17. Teo, Thompson S.H. & Liu, Jing, 2007. "Consumer trust in e-commerce in the United States, Singapore and China," Omega, Elsevier, vol. 35(1), pages 22-38, February.
    18. Jaehun Joo & Yuming Han, 2021. "An Evidence of Distributed Trust in Blockchain-Based Sustainable Food Supply Chain," Sustainability, MDPI, vol. 13(19), pages 1-15, October.
    19. Wan, Yinglin & Gao, Yuchen & Hu, Yimei, 2022. "Blockchain application and collaborative innovation in the manufacturing industry: Based on the perspective of social trust," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    20. Frank, Björn & Enkawa, Takao & Schvaneveldt, Shane J. & Herbas Torrico, Boris, 2015. "Antecedents and consequences of innate willingness to pay for innovations: Understanding motivations and consumer preferences of prospective early adopters," Technological Forecasting and Social Change, Elsevier, vol. 99(C), pages 252-266.
    21. Kowalski, Michał & Lee, Zach W.Y. & Chan, Tommy K.H., 2021. "Blockchain technology and trust relationships in trade finance," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    22. Liu, Hua & Ma, Ruili & He, Guangyao & Lamrabet, Abdesslam & Fu, Shaoling, 2023. "The impact of blockchain technology on the online purchase behavior of green agricultural products," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    23. Wang, Zeyu & Zhang, Shuting & Zhao, Yuanyuan & Chen, Chuan & Dong, Xiufang, 2023. "Risk prediction and credibility detection of network public opinion using blockchain technology," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
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