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Understanding continuance intention of artificial intelligence (AI)-enabled mobile banking applications: an extension of AI characteristics to an expectation confirmation model

Author

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  • Jung-Chieh Lee

    (Beijing Normal University at Zhuhai)

  • Yuyin Tang

    (Beijing Normal University at Zhuhai)

  • SiQi Jiang

    (Beijing Normal University at Zhuhai)

Abstract

Artificial intelligence (AI) has been proven to be a disruptive financial technology in the context of mobile banking that can provide more practical value to users and banks. AI is a critical way of facilitating user acceptance and adoption of mobile banking applications (apps). Nevertheless, the ways in which AI features influence users’ continuance intention towards AI-enabled mobile banking apps have not been investigated from the perspective of an expectation confirmation model (ECM). To address this research gap, this paper develops a research model by combining two constructs pertaining to AI characteristics, namely, perceived intelligence and perceived anthropomorphism, and by using the ECM to explore users’ continuance intentions in this context. We employed a survey research method using a random sampling approach to collect 365 valid responses. A partial least squares approach was used to examine the model. The results show that both intelligence and anthropomorphism can increase user satisfaction via confirmation and perceived usefulness, which in turn fosters users’ willingness to continue to engage in mobile banking. This paper offers theoretical advancements, discusses future directions for mobile banking research and provides practical guidance to app developers with respect to designing and developing proper mobile banking apps using AI technology.

Suggested Citation

  • Jung-Chieh Lee & Yuyin Tang & SiQi Jiang, 2023. "Understanding continuance intention of artificial intelligence (AI)-enabled mobile banking applications: an extension of AI characteristics to an expectation confirmation model," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    • Handle: RePEc:pal:palcom:v:10:y:2023:i:1:d:10.1057_s41599-023-01845-1
    DOI: 10.1057/s41599-023-01845-1
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    1. Cao, Guangming & Duan, Yanqing & Edwards, John S. & Dwivedi, Yogesh K., 2021. "Understanding managers’ attitudes and behavioral intentions towards using artificial intelligence for organizational decision-making," Technovation, Elsevier, vol. 106(C).
    2. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    3. Merhi, Mohamed & Hone, Kate & Tarhini, Ali, 2019. "A cross-cultural study of the intention to use mobile banking between Lebanese and British consumers: Extending UTAUT2 with security, privacy and trust," Technology in Society, Elsevier, vol. 59(C).
    4. MacKenzie, Scott B. & Podsakoff, Philip M., 2012. "Common Method Bias in Marketing: Causes, Mechanisms, and Procedural Remedies," Journal of Retailing, Elsevier, vol. 88(4), pages 542-555.
    5. Hair, Joe F. & Howard, Matt C. & Nitzl, Christian, 2020. "Assessing measurement model quality in PLS-SEM using confirmatory composite analysis," Journal of Business Research, Elsevier, vol. 109(C), pages 101-110.
    6. Sonal Purohit & Rakhi Arora, 2021. "Adoption of mobile banking at the bottom of the pyramid: an emerging market perspective," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 18(1), pages 200-222, April.
    7. Mousa Albashrawi & Luvai Motiwalla, 2019. "Privacy and Personalization in Continued Usage Intention of Mobile Banking: An Integrative Perspective," Information Systems Frontiers, Springer, vol. 21(5), pages 1031-1043, October.
    8. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    9. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    10. Zhou, Qingji & Lim, Fong Jie & Yu, Han & Xu, Gaoqian & Ren, Xiaoyu & Liu, Dan & Wang, Xiangxin & Mai, Xinda & Xu, Hong, 2021. "A study on factors affecting service quality and loyalty intention in mobile banking," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    11. Baabdullah, Abdullah M. & Alalwan, Ali Abdallah & Rana, Nripendra P. & Kizgin, Hatice & Patil, Pushp, 2019. "Consumer use of mobile banking (M-Banking) in Saudi Arabia: Towards an integrated model," International Journal of Information Management, Elsevier, vol. 44(C), pages 38-52.
    12. Nguyen Hong Quan & Nguyen Thi Binh & Bui Thi Ly, 2022. "Impact of smart locker use on customer satisfaction of online shoppers in Vietnam," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    13. Jung-Chieh Lee & Wen-Chin Hsu & Chung-Yang Chen, 2018. "Impact of absorptive capability on software process improvement and firm performance," Information Technology and Management, Springer, vol. 19(1), pages 21-35, March.
    14. Zeleke Siraye Asnakew, 2020. "Customers’ Continuance Intention to Use Mobile Banking: Development and Testing of an Integrated Model," The Review of Socionetwork Strategies, Springer, vol. 14(1), pages 123-146, April.
    15. Phaninee Naruetharadhol & Chavis Ketkaew & Niracha Hongkanchanapong & Piranat Thaniswannasri & Techin Uengkusolmongkol & Sirapassorn Prasomthong & Nathatenee Gebsombut, 2021. "Factors Affecting Sustainable Intention to Use Mobile Banking Services," SAGE Open, , vol. 11(3), pages 21582440211, July.
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    2. Giang-Do Nguyen & Thu-Hien Thi Dao, 2024. "Factors influencing continuance intention to use mobile banking: an extended expectation-confirmation model with moderating role of trust," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    3. Wenjia Li & Huangyi Ding & Jingjing Gui & Qinghe Tang, 2024. "Patient acceptance of medical service robots in the medical intelligence era: an empirical study based on an extended AI device use acceptance model," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
    4. Elnadi, Moustafa & Troise, Ciro & Jones, Paul & Gheith, Mohamed Hani, 2024. "Exploring post-usage behaviour in app-based ride-sourcing services: Evidence from Egypt," Technological Forecasting and Social Change, Elsevier, vol. 207(C).

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