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The power of emojis: Enhancing the willingness to adopt chatbot recommendations

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  • Yan, Huili
  • Tian, Tian
  • Xiong, Hao

Abstract

Chatbots have become an integral component of online services in the tourism industry. Emojis, which act as crucial nonverbal cues, have gained widespread attention because of their unique role in enhancing the emotional expression of chatbots. However, the impact of emoji use by chatbots on consumers’ willingness to adopt recommendations has yet to receive sufficient scholarly attention. On the basis of the emotion as social information (EASI) model, this study conducts three online experiments to explore the mechanisms by which emoji use by chatbots influences the willingness to adopt recommendations within the context of tourism services. The findings from the three studies indicate that (1) compared with chatbots that do not use emojis, those that incorporate emojis significantly enhance consumers’ willingness to adopt recommendations; (2) empathy and trust serve as mediators in this relationship; and (3) relationship norm orientation and identity disclosure moderate both the main effect and the mediating effects. This study contributes to the literature on emoji use in chatbots and provides practical insights for tourism companies in the design and deployment of chatbots.

Suggested Citation

  • Yan, Huili & Tian, Tian & Xiong, Hao, 2025. "The power of emojis: Enhancing the willingness to adopt chatbot recommendations," Journal of Retailing and Consumer Services, Elsevier, vol. 87(C).
  • Handle: RePEc:eee:joreco:v:87:y:2025:i:c:s0969698925001675
    DOI: 10.1016/j.jretconser.2025.104388
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    References listed on IDEAS

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    1. Guo, Yuanyuan & Xu, Linlin & Wang, Chaoyou, 2025. "Exploring the effect of empathic response and its boundaries in artificial intelligence service recovery," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    2. Huang, Yu-Shan (Sandy) & Dootson, Paula, 2022. "Chatbots and service failure: When does it lead to customer aggression," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    3. Wang, Cuicui & Li, Yiyang & Fu, Weizhong & Jin, Jia, 2023. "Whether to trust chatbots: Applying the event-related approach to understand consumers’ emotional experiences in interactions with chatbots in e-commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    4. Das, Gopal & Wiener, Hillary J.D. & Kareklas, Ioannis, 2019. "To emoji or not to emoji? Examining the influence of emoji on consumer reactions to advertising," Journal of Business Research, Elsevier, vol. 96(C), pages 147-156.
    5. Liu, Qixuan & Ma, Ning & Zhang, Xiaoyi, 2025. "Can AI-virtual anchors replace human internet celebrities for live streaming sales of products? An emotion theory perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    6. Tobias Maiberger & David Schindler & Nicole Koschate-Fischer, 2024. "Let’s face it: When and how facial emojis increase the persuasiveness of electronic word of mouth," Journal of the Academy of Marketing Science, Springer, vol. 52(1), pages 119-139, January.
    7. Didi Alaoui, Mohamed & Valette-Florence, Pierre & Cova, Véronique, 2022. "How psychological distance shapes hedonic consumption: The moderating role of the need to justify," Journal of Business Research, Elsevier, vol. 146(C), pages 57-69.
    8. Arce-Urriza, Marta & Chocarro, Raquel & Cortiñas, Mónica & Marcos-Matás, Gustavo, 2025. "From familiarity to acceptance: The impact of Generative Artificial Intelligence on consumer adoption of retail chatbots," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
    9. Xie, Yuguang & Liang, Changyong & Zhou, Peiyu & Jiang, Li, 2024. "Exploring the influence mechanism of chatbot-expressed humor on service satisfaction in online customer service," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    10. Xueming Luo & Siliang Tong & Zheng Fang & Zhe Qu, 2019. "Frontiers: Machines vs. Humans: The Impact of Artificial Intelligence Chatbot Disclosure on Customer Purchases," Marketing Science, INFORMS, vol. 38(6), pages 937-947, November.
    11. Mohamed Didi Alaoui & Pierre Valette-Florence & Véronique Cova, 2022. "How psychological distance shapes hedonic consumption: The moderating role of the need to justify," Post-Print hal-03627681, HAL.
    12. Ronan de Kervenoael & Rajibul Hasan & Alexandre Schwob & Edwin Goh, 2020. "Leveraging human-robot interaction in hospitality services: Incorporating the role of perceived value, empathy, and information sharing into visitors’ intentions to use social robots," Post-Print hal-02782265, HAL.
    13. Markovitch, Dmitri G. & Stough, Rusty A. & Huang, Dongling, 2024. "Consumer reactions to chatbot versus human service: An investigation in the role of outcome valence and perceived empathy," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    14. Li, Tian-Ge & Zhang, Chu-Bing & Chang, Ying & Zheng, Wei, 2024. "The impact of AI identity disclosure on consumer unethical behavior: A social judgment perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    15. Wu, Ruijuan & Chen, Jiuqi & Lu Wang, Cheng & Zhou, Liying, 2022. "The influence of emoji meaning multipleness on perceived online review helpfulness: The mediating role of processing fluency," Journal of Business Research, Elsevier, vol. 141(C), pages 299-307.
    16. Lin Li & Kyung Young Lee & Emmanuel Emokpae & Sung-Byung Yang, 2021. "What makes you continuously use chatbot services? Evidence from chinese online travel agencies," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(3), pages 575-599, September.
    17. Chuah, Stephanie Hui-Wen & Yu, Joanne, 2021. "The future of service: The power of emotion in human-robot interaction," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    18. Elizabeth Han & Dezhi Yin & Han Zhang, 2023. "Bots with Feelings: Should AI Agents Express Positive Emotion in Customer Service?," Information Systems Research, INFORMS, vol. 34(3), pages 1296-1311, September.
    19. Tussyadiah, Iis, 2020. "A review of research into automation in tourism: Launching the Annals of Tourism Research Curated Collection on Artificial Intelligence and Robotics in Tourism," Annals of Tourism Research, Elsevier, vol. 81(C).
    20. Liu, Dewen & Lv, Yiliang & Huang, Weidong, 2023. "How do consumers react to chatbots' humorous emojis in service failures," Technology in Society, Elsevier, vol. 73(C).
    21. Miguel Orden-Mejía & Assumpció Huertas, 2022. "Analysis of the attributes of smart tourism technologies in destination chatbots that influence tourist satisfaction," Current Issues in Tourism, Taylor & Francis Journals, vol. 25(17), pages 2854-2869, September.
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