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Examining factors influencing the user’s loyalty on algorithmic news recommendation service

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  • Chulmin Lim

    (Korea University)

  • Seongcheol Kim

    (Korea University)

Abstract

Based on user-related data, an algorithmic news recommendation service (ANRS) predicts users’ reading preferences and selectively recommends news. Given the double-edged opinions on ANRS, identifying and managing crucial factors influencing users’ satisfaction and trust in this service will be essential for service providers and developers. However, few studies have tried to find these factors or develop a more precise understanding of users’ perceptions of this service. Therefore, this study aims to examine factors affecting users’ loyalty to ANRS with partial least squares structural equation modelling (PLS-SEM). This study conducted an online survey for users of “My News”, the free mobile ANRS of NAVER, Korea’s dominant online portal site, and analyzed the data from 483 responses. This analysis verified that both satisfaction and trust positively affect loyalty to ANRS, and trust positively affects satisfaction. Moreover, it was found that perceived accuracy positively affects satisfaction. The result also showed that perceived news value and perceived transparency positively affect trust, and privacy concerns negatively affect it. Lastly, it was found that perceived usability and pre-existing attitude toward the service provider positively affect satisfaction and trust. The results and discussions will be helpful for service providers and developers to manage ANRS effectively based on users’ responses and perceptions of this service.

Suggested Citation

  • Chulmin Lim & Seongcheol Kim, 2024. "Examining factors influencing the user’s loyalty on algorithmic news recommendation service," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-023-02516-x
    DOI: 10.1057/s41599-023-02516-x
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    References listed on IDEAS

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    1. Mazaheri, Ebrahim & Basil, Debra Z. & Yanamandram, Venkata & Daroczi, Zoltan, 2011. "The impact of pre-existing attitude and conflict management style on customer satisfaction with service recovery," Journal of Retailing and Consumer Services, Elsevier, vol. 18(3), pages 235-245.
    2. Lu, Chih-Cheng & Wu, Ing-Long & Hsiao, Wei-Hung, 2019. "Developing customer product loyalty through mobile advertising: Affective and cognitive perspectives," International Journal of Information Management, Elsevier, vol. 47(C), pages 101-111.
    3. Heo, Cindy Yoonjoung & Kim, Bona & Park, Kwangsoo & Back, Robin M., 2022. "A comparison of Best-Worst Scaling and Likert Scale methods on peer-to-peer accommodation attributes," Journal of Business Research, Elsevier, vol. 148(C), pages 368-377.
    4. Zuiderveen Borgesius, Frederik J. & Trilling, Damian & Möller, Judith & Bodó, Balázs & de Vreese, Claes H. & Helberger, Natali, 2016. "Should we worry about filter bubbles?," Internet Policy Review: Journal on Internet Regulation, Alexander von Humboldt Institute for Internet and Society (HIIG), Berlin, vol. 5(1), pages 1-16.
    5. Martin, Kirsten, 2018. "The penalty for privacy violations: How privacy violations impact trust online," Journal of Business Research, Elsevier, vol. 82(C), pages 103-116.
    6. Zhang, Hong & Zhao, Ling & Gupta, Sumeet, 2018. "The role of online product recommendations on customer decision making and loyalty in social shopping communities," International Journal of Information Management, Elsevier, vol. 38(1), pages 150-166.
    7. Coelho, Pedro Simões & Rita, Paulo & Santos, Zélia Raposo, 2018. "On the relationship between consumer-brand identification, brand community, and brand loyalty," Journal of Retailing and Consumer Services, Elsevier, vol. 43(C), pages 101-110.
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