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Mere copycat? The effects of human versus human-like virtual influencers on brand endorsement effectiveness: A moderated serial-mediation model

Author

Listed:
  • Zhou, Qi
  • Li, Bin
  • Li, Huajun
  • Lei, Yueqiu

Abstract

The emergence of virtual influencers, who possess realistic human-like appearances and intelligence, has provided new opportunities for brand endorsement strategy and gradually become an innovative trend. As the effectiveness of influencer endorsement is rooted in parasocial relationships, it remains unknown whether this effect can be extended to virtual influencers. With a focus on endorsement, the current study investigated the impact of human-like virtual influencers on parasocial relationships and their further outcomes. Two scenario-based experiments spanning two cultural contexts (Studies 1 and 2) provided sufficient evidence that users build weaker parasocial relationships with human-like virtual influencers due to the lower emotional engagement involved, which results in lower endorsement effectiveness in terms of brand interest and purchase intention. Moreover, a novel moderation role of influencer post modality (image vs. video) was found to attenuate the negative effect of human-like virtual influencers. The findings contribute to enhancing the understanding of users’ relationship building with virtual influencers, and offer suggestions for influencer endorsements and communication strategies for virtual influencers.

Suggested Citation

  • Zhou, Qi & Li, Bin & Li, Huajun & Lei, Yueqiu, 2024. "Mere copycat? The effects of human versus human-like virtual influencers on brand endorsement effectiveness: A moderated serial-mediation model," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    • Handle: RePEc:eee:joreco:v:76:y:2024:i:c:s0969698923003612
    DOI: 10.1016/j.jretconser.2023.103610
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    References listed on IDEAS

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    1. Alboqami, Hassan, 2023. "Trust me, I'm an influencer! - Causal recipes for customer trust in artificial intelligence influencers in the retail industry," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    2. Casaló, Luis V. & Flavián, Carlos & Ibáñez-Sánchez, Sergio, 2020. "Influencers on Instagram: Antecedents and consequences of opinion leadership," Journal of Business Research, Elsevier, vol. 117(C), pages 510-519.
    3. Li, Jian & Huang, Jinsong & Li, Yaqi, 2023. "Examining the effects of authenticity fit and association fit: A digital human avatar endorsement model," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    4. 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.
    5. Farivar, Samira & Wang, Fang & Yuan, Yufei, 2021. "Opinion leadership vs. para-social relationship: Key factors in influencer marketing," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    6. Hu, Lixia & Min, Qingfei & Han, Shengnan & Liu, Zhiyong, 2020. "Understanding followers’ stickiness to digital influencers: The effect of psychological responses," International Journal of Information Management, Elsevier, vol. 54(C).
    7. Bu, Yi & Parkinson, Joy & Thaichon, Park, 2022. "Influencer marketing: Homophily, customer value co-creation behaviour and purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    8. 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.
    9. Perez-Vega, Rodrigo & Kaartemo, Valtteri & Lages, Cristiana R. & Borghei Razavi, Niloofar & Männistö, Jaakko, 2021. "Reshaping the contexts of online customer engagement behavior via artificial intelligence: A conceptual framework," Journal of Business Research, Elsevier, vol. 129(C), pages 902-910.
    10. Sokolova, Karina & Kefi, Hajer, 2020. "Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    11. Ki, Chung-Wha (Chloe) & Cuevas, Leslie M. & Chong, Sze Man & Lim, Heejin, 2020. "Influencer marketing: Social media influencers as human brands attaching to followers and yielding positive marketing results by fulfilling needs," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    12. Li, Bin & Chen, Shuang & Zhou, Qi, 2023. "Empathy with influencers? The impact of the sensory advertising experience on user behavioral responses," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    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. 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.
    15. Vazquez, Delia & Wu, Xiangran & Nguyen, Bang & Kent, Anthony & Gutierrez, Anabel & Chen, Tuo, 2020. "Investigating narrative involvement, parasocial interactions, and impulse buying behaviours within a second screen social commerce context," International Journal of Information Management, Elsevier, vol. 53(C).
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