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From human to virtual: Unmasking consumer switching intentions to virtual influencers by an integrated fsQCA and NCA method

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  • Shao, Zhucheng

Abstract

The growing prominence of Human-Computer Interaction and Artificial Intelligence has propelled the popularity of virtual influencers in social media. Nevertheless, the widespread adoption of the trend hinges on a thorough comprehension of consumers' switching intention from traditional human influencers to virtual influencers as viable alternatives. Given that past studies have primarily concentrated on assessing the overall impact of determinants without delving into the intricacies of behaviours, this study endeavours to develop and substantiate an asymmetric framework incorporating AI technology-like (here, hedonic motivation, expected performance and privacy disclosure concern), human-like (here, anthropomorphism and perceived intelligence), social attributes (here, social influence) and consumer personalities (here, extroversion, introversion and open-mindedness) shedding light on consumers' switching intention to virtual influencers. An online questionnaire was conducted in the United Kingdom and was analysed using an integrated approach that combines fuzzy-set Qualitative Comparative Analysis (fsQCA) and Necessary Conditions Analysis. The results unveiled six configurations of arrangements, each characterised by a unique combination of causation. This study contributes value to virtual influencers and endorsement literature by developing an innovative research method for uncovering the intricacies associated with the switching intention. Furthermore, it provides practical recommendations for social media practitioners on how to optimise the balance between AI technology-like, human-like and social attributes based on consumer personalities, thus enhancing the successful implementation of virtual influencers.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:joreco:v:78:y:2024:i:c:s0969698924000110
    DOI: 10.1016/j.jretconser.2024.103715
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    References listed on IDEAS

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    1. 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).
    2. Hew, Jun-Jie & Lee, Voon-Hsien & Leong, Lai-Ying, 2023. "Why do mobile consumers resist mobile commerce applications? A hybrid fsQCA-ANN analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    3. Li, Huajun & Lei, Yueqiu & Zhou, Qi & Yuan, Hong, 2023. "Can you sense without being human? Comparing virtual and human influencers endorsement effectiveness," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    4. Sukhov, Alexandre & Friman, Margareta & Olsson, Lars E., 2023. "Unlocking potential: An integrated approach using PLS-SEM, NCA, and fsQCA for informed decision making," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    5. Chang, Yu-Ting & Yu, Hueiju & Lu, Hsi-Peng, 2015. "Persuasive messages, popularity cohesion, and message diffusion in social media marketing," Journal of Business Research, Elsevier, vol. 68(4), pages 777-782.
    6. Pappas, Ilias O. & Papavlasopoulou, Sofia & Mikalef, Patrick & Giannakos, Michail N., 2020. "Identifying the combinations of motivations and emotions for creating satisfied users in SNSs: An fsQCA approach," International Journal of Information Management, Elsevier, vol. 53(C).
    7. Woodside, Arch G., 2014. "Embrace•perform•model: Complexity theory, contrarian case analysis, and multiple realities," Journal of Business Research, Elsevier, vol. 67(12), pages 2495-2503.
    8. Loh, Xiu-Ming & Lee, Voon-Hsien & Leong, Lai-Ying & Aw, Eugene Cheng-Xi & Cham, Tat-Huei & Tang, Yun-Chia & Hew, Jun-Jie, 2023. "Understanding consumers’ resistance to pay with cryptocurrency in the sharing economy: A hybrid SEM-fsQCA approach," Journal of Business Research, Elsevier, vol. 159(C).
    9. Yinan Yu & Liangfei Qiu & Hailiang Chen & Benjamin Yen, 2023. "Movie fit uncertainty and interplay between traditional advertising and social media marketing," Marketing Letters, Springer, vol. 34(3), pages 429-448, September.
    10. Wu, Daoyou & Guo, Kun & He, Qiuyan & Zhang, Ju, 2023. "The impact of live streamers' improvisational responses to unexpected events on their entrepreneurial performance," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    11. Gao, Wei & Jiang, Ning & Guo, Qingqing, 2023. "How do virtual streamers affect purchase intention in the live streaming context? A presence perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    12. Jabeen, Fauzia & Kaur, Puneet & Talwar, Shalini & Malodia, Suresh & Dhir, Amandeep, 2022. "I love you, but you let me down! How hate and retaliation damage customer-brand relationship," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    13. Pappas, Ilias O. & Woodside, Arch G., 2021. "Fuzzy-set Qualitative Comparative Analysis (fsQCA): Guidelines for research practice in Information Systems and marketing," International Journal of Information Management, Elsevier, vol. 58(C).
    14. Kevin Lane Keller, 2023. "Looking forward, looking back: developing a narrative of the past, present and future of a brand," Journal of Brand Management, Palgrave Macmillan, vol. 30(1), pages 1-8, January.
    15. Sham, Rohana & Chong, Han Xi & Cheng-Xi Aw, Eugene & Bibi Tkm Thangal, Thahira & Abdamia, Noranita binti, 2023. "Switching up the delivery game: Understanding switching intention to retail drone delivery services," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    16. Gutierrez, Anabel & Punjaisri, Khanyapuss & Desai, Bhavini & Syed Alwi, Sharifah Faridah & O'Leary, Simon & Chaiyasoonthorn, Wornchanok & Chaveesuk, Singha, 2023. "Retailers, don't ignore me on social media! The importance of consumer-brand interactions in raising purchase intention - Privacy the Achilles heel," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
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    1. Akhtar, Naeem & Siddiqi, Umar Iqbal & Gugnani, Ritika & Islam, Tahir & Attri, Rekha, 2024. "The potency of audiovisual attractiveness and influencer marketing: The road to customer behavioral engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    2. Cheah, Chee Wei & Koay, Kian Yeik & Lim, Weng Marc, 2024. "Social media influencer over-endorsement: Implications from a moderated-mediation analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).

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