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Artificial intelligence-generated virtual influencer: Examining the effects of emotional display on user engagement

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  • Yu, Joanne
  • Dickinger, Astrid
  • So, Kevin Kam Fung
  • Egger, Roman

Abstract

Focusing on the application of artificial intelligence, this study investigates the impact of emotional display on user engagement with computer-generated imagery influencers through the lens of the computers are social actors (CASA) framework. It breaks down emotions into individual muscle movements (i.e., facial action units). By using facial recognition based on 1,028 pictures shared by Lil Miquela, the findings disclose the significance of happiness, sadness, disgust, and surprise in triggering user engagement when promoting diverse products with visually captivating content. The findings highlight the importance of balancing the intensity of muscle movement to streamline the interplay between technology, human behaviour, and digital communication.

Suggested Citation

  • Yu, Joanne & Dickinger, Astrid & So, Kevin Kam Fung & Egger, Roman, 2024. "Artificial intelligence-generated virtual influencer: Examining the effects of emotional display on user engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
  • Handle: RePEc:eee:joreco:v:76:y:2024:i:c:s0969698923003119
    DOI: 10.1016/j.jretconser.2023.103560
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    1. Rahman, Muhammad Sabbir & Bag, Surajit & Hossain, Md Afnan & Abdel Fattah, Fadi Abdel Muniem & Gani, Mohammad Osman & Rana, Nripendra P., 2023. "The new wave of AI-powered luxury brands online shopping experience: The role of digital multisensory cues and customers’ engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    2. McShane, Lindsay & Pancer, Ethan & Poole, Maxwell & Deng, Qi, 2021. "Emoji, Playfulness, and Brand Engagement on Twitter," Journal of Interactive Marketing, Elsevier, vol. 53(C), pages 96-110.
    3. Elodie Gentina & Jan Kratzer, 2020. "An integrative model of the influence of self-esteem on adolescents’ consumer innovativeness: the mediating role of social network position and need for uniqueness," Industry and Innovation, Taylor & Francis Journals, vol. 27(10), pages 1110-1132, November.
    4. Labrecque, Lauren I., 2014. "Fostering Consumer–Brand Relationships in Social Media Environments: The Role of Parasocial Interaction," Journal of Interactive Marketing, Elsevier, vol. 28(2), pages 134-148.
    5. Shengliang Zhang & Xinfeng Lin & Xiaodong Li & Ai Ren, 2022. "Service robots’ anthropomorphism: dimensions, factors and internal relationships," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 277-295, March.
    6. Zecong Ma & Sergio Palacios, 2021. "Image-mining: exploring the impact of video content on the success of crowdfunding," Journal of Marketing Analytics, Palgrave Macmillan, vol. 9(4), pages 265-285, December.
    7. Stefan Stremersch & Jorge Gonzalez & Albert Valenti & Julian Villanueva, 2023. "The value of context-specific studies for marketing," Journal of the Academy of Marketing Science, Springer, vol. 51(1), pages 50-65, January.
    8. Liubov Skavronskaya & Brent Moyle & Noel Scott & Anna Kralj, 2020. "The psychology of novelty in memorable tourism experiences," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(21), pages 2683-2698, November.
    9. Sands, Sean & Ferraro, Carla & Demsar, Vlad & Chandler, Garreth, 2022. "False idols: Unpacking the opportunities and challenges of falsity in the context of virtual influencers," Business Horizons, Elsevier, vol. 65(6), pages 777-788.
    10. Yu, Joanne & Egger, Roman, 2021. "Color and engagement in touristic Instagram pictures: A machine learning approach," Annals of Tourism Research, Elsevier, vol. 89(C).
    11. 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).
    12. Henrique Fátima Boyol Ngan & Chung-En Yu, 2019. "To smile or not to smile – an eye-tracking study on service recovery," Current Issues in Tourism, Taylor & Francis Journals, vol. 22(19), pages 2327-2332, November.
    13. Deng, Fengyi & Jiang, Xia, 2023. "Effects of human versus virtual human influencers on the appearance anxiety of social media users," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    14. Fine F. Leung & Flora F. Gu & Robert W. Palmatier, 2022. "Online influencer marketing," Journal of the Academy of Marketing Science, Springer, vol. 50(2), pages 226-251, March.
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    Cited by:

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    2. Shao, Zhucheng, 2024. "From human to virtual: Unmasking consumer switching intentions to virtual influencers by an integrated fsQCA and NCA method," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).

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