IDEAS home Printed from https://ideas.repec.org/a/eee/joreco/v84y2025ics0969698924003849.html

Product-independent or product-dependent: The impact of virtual influencers’ primed identity on purchase intention

Author

Listed:
  • Wang, Xueying
  • Zhang, Yuexian

Abstract

With the wide application of virtual influencers (VIs), consumers are increasingly exposed to VIs with different primed identities. However, research on how VIs influence purchase intention from the perspective of primed identity remains limited. This study introduces a novel classification for VIs from the perspective of primed identity, namely product-independent VIs and product-dependent VIs, and explores whether different types of VIs have different effects on purchase intention. Three online experiments involving a total of 1025 participants were conducted, and the data were analyzed using SPSS 26. The findings indicate that compared to a product-independent VI, a product-dependent VI generates higher purchase intention, and cognitive and emotional trust play mediating roles. Additionally, linguistic style and brand prominence moderate the relationship between VIs and purchase intention via cognitive and emotional trust. This research expands VIs studies from the perspective of primed identity and reinforces the importance of selecting the appropriate VIs, offering practical advice to marketers on how to choose VIs with different primed identities.

Suggested Citation

  • Wang, Xueying & Zhang, Yuexian, 2025. "Product-independent or product-dependent: The impact of virtual influencers’ primed identity on purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
  • Handle: RePEc:eee:joreco:v:84:y:2025:i:c:s0969698924003849
    DOI: 10.1016/j.jretconser.2024.104088
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969698924003849
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jretconser.2024.104088?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Liang, Chih-Chin & Gao, Ying-Ting, 2024. "The rise of online group purchases in the age of pandemics," Technology in Society, Elsevier, vol. 77(C).
    2. Deng, Fengyi & Tuo, Muyuan & Chen, Si & Zhang, Zichen, 2024. "Born for marketing? The effects of virtual versus human influencers on brand endorsement effectiveness: The role of advertising recognition," Journal of Retailing and Consumer Services, Elsevier, vol. 80(C).
    3. De Cicco, Roberta & Iacobucci, Serena & Cannito, Loreta & Onesti, Gianni & Ceccato, Irene & Palumbo, Riccardo, 2024. "Virtual vs. human influencer: Effects on users’ perceptions and brand outcomes," Technology in Society, Elsevier, vol. 77(C).
    4. Volles, Barbara Kobuszewki & Park, Jaewoo & Van Kerckhove, Anneleen & Geuens, Maggie, 2024. "How and when do virtual influencers positively affect consumer responses to endorsed brands?," Journal of Business Research, Elsevier, vol. 183(C).
    5. Yang, Defeng & Zhang, Jiaen & Sun, Yu & Huang, Zan, 2024. "Showing usage behavior or not? The effect of virtual influencers’ product usage behavior on consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    6. Tan, Yingsi & Geng, Shuang & Katsumata, Sotaro & Xiong, Xiaojun, 2021. "The effects of ad heuristic and systematic cues on consumer brand awareness and purchase intention: Investigating the bias effect of heuristic information processing," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    7. Chen, Xiayu & Shen, Junya & Wei, Shaobo, 2023. "What reduces product uncertainty in live streaming e-commerce? From a signal consistency perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    8. Wongkitrungrueng, Apiradee & Assarut, Nuttapol, 2020. "The role of live streaming in building consumer trust and engagement with social commerce sellers," Journal of Business Research, Elsevier, vol. 117(C), pages 543-556.
    9. Wang, Bin & Xie, Fengyuan & Kandampully, Jay & Wang, Jin, 2022. "Increase hedonic products purchase intention through livestreaming: The mediating effects of mental imagery quality and customer trust," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    10. Zhai, Mengfan & Chen, Yuan, 2023. "How do relational bonds affect user engagement in e-commerce livestreaming? The mediating role of trust," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    11. 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).
    12. Guo, Yuanyuan & Zhang, Kexin & Wang, Chaoyou, 2022. "Way to success: Understanding top streamer's popularity and influence from the perspective of source characteristics," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    13. Xiao, Tingwen & Wei, Haiying & Chen, Siyun, 2024. "Prominent or subtle: The impact of brand prominence on social media advertisement engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 80(C).
    14. Wang, Qiuzhen & Ma, Da & Chen, Hanyue & Ye, Xuhong & Xu, Qing, 2020. "Effects of background complexity on consumer visual processing: An eye-tracking study," Journal of Business Research, Elsevier, vol. 111(C), pages 270-280.
    15. Meng, Lu (Monroe) & Bie, Yongyue & Yang, Mengya & Wang, Yijie, 2024. "Watching it motivates me to become stronger: Virtual influencers' impact on consumer self-improvement product preferences," Journal of Business Research, Elsevier, vol. 178(C).
    16. Akhtar, Naeem & Hameed, Zahid & Islam, Tahir & Pant, Manoj Kumar & Sharma, Anshuman & Rather, Raouf Ahmad & Kuzior, Aleksandra, 2024. "Avatars of influence: Understanding how virtual influencers trigger consumer engagement on online booking platforms," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    17. Conde, Rita & Casais, Beatriz, 2023. "Micro, macro and mega-influencers on instagram: The power of persuasion via the parasocial relationship," Journal of Business Research, Elsevier, vol. 158(C).
    18. Ooi, Keng-Boon & Lee, Voon-Hsien & Hew, Jun-Jie & Leong, Lai-Ying & Tan, Garry Wei-Han & Lim, Ai-Fen, 2023. "Social media influencers: An effective marketing approach?," Journal of Business Research, Elsevier, vol. 160(C).
    19. Yao, Ruiqi & Qi, Guijie & Wu, Zhiqiang & Sun, Hua & Sheng, Dongfang, 2024. "Digital human calls you dear: How do customers respond to virtual streamers’ social-oriented language in e-commerce livestreaming? A stereotyping perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    20. Xu, Ying & Niu, Nan & Zhao, Zixiang, 2023. "Dissecting the mixed effects of human-customer service chatbot interaction on customer satisfaction: An explanation from temporal and conversational cues," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    21. Hu, Hai-hua & Ma, Fang, 2023. "Human-like bots are not humans: The weakness of sensory language for virtual streamers in livestream commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    22. Shamim, Komal & Azam, Muhammad & Islam, Tahir, 2024. "How do social media influencers induce the urge to buy impulsively? Social commerce context," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    23. Thapa, Sajani & Guzmán, Francisco & Paswan, Audhesh, 2024. "We are just 10 feet away! How does location-based advertising affect consumer-brand engagement?," Journal of Business Research, Elsevier, vol. 172(C).
    24. Sehgal, Nidhi & Jham, Vimi & Malhotra, Gunjan, 2023. "Does green brand anthropomorphism influence repurchase intention? Understanding the impact of brand warmth, psychological ownership, and self-brand congruity," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    25. Chang, Woondeog & Park, Jungkun, 2024. "A comparative study on the effect of ChatGPT recommendation and AI recommender systems on the formation of a consideration set," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    26. Filieri, Raffaele & Acikgoz, Fulya & Du, Hao, 2023. "Electronic word-of-mouth from video bloggers: The role of content quality and source homophily across hedonic and utilitarian products," Journal of Business Research, Elsevier, vol. 160(C).
    27. Yang, Hongyan & Xu, Hong & Zhang, Yan & Liang, Yan & Lyu, Ting, 2022. "Exploring the effect of humor in robot failure," Annals of Tourism Research, Elsevier, vol. 95(C).
    28. R. Filieri & F. Acikgoz & D. Hao, 2023. "Electronic word-of-mouth from video bloggers: The role of content quality and source homophily across hedonic and utilitarian products," Post-Print hal-04713695, HAL.
    29. Yan, Ji & Xia, Senmao & Jiang, Amanda & Lin, Zhibin, 2024. "The effect of different types of virtual influencers on consumers’ emotional attachment," Journal of Business Research, Elsevier, vol. 177(C).
    30. Grüner, Alina & Postel, Lea & Schumann, Jan H., 2024. "Sharing is caring? The effect of negative peer-to-peer experiences on loyalty intentions in the sharing economy," Journal of Business Research, Elsevier, vol. 181(C).
    31. Gerrath, Maximilian H.E.E. & Olya, Hossein & Shah, Zahra & Li, Huaiyu, 2024. "Virtual influencers and pro-environmental causes: The roles of message warmth and trust in experts," Journal of Business Research, Elsevier, vol. 175(C).
    32. Yao, Qi & Kuai, Ling & Wang, Cheng Lu, 2022. "How frontline employees' communication styles affect consumers' willingness to interact: The boundary condition of emotional ability similarity," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    33. Han, Min Chung, 2023. "Checkout button and online consumer impulse-buying behavior in social commerce: A trust transfer perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    34. Kim, Inhwa & Ki, Chung-Wha & Lee, Hyunhwan & Kim, Youn-Kyung, 2024. "Virtual influencer marketing: Evaluating the influence of virtual influencers’ form realism and behavioral realism on consumer ambivalence and marketing performance," Journal of Business Research, Elsevier, vol. 176(C).
    35. Argyris, Young Anna & Muqaddam, Aziz & Miller, Steven, 2021. "The effects of the visual presentation of an Influencer's Extroversion on perceived credibility and purchase intentions—moderated by personality matching with the audience," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    36. Ren, Shengnan & Karimi, Sahar & Bravo Velázquez, Alberto & Cai, Jianfeng, 2023. "Endorsement effectiveness of different social media influencers: The moderating effect of brand competence and warmth," Journal of Business Research, Elsevier, vol. 156(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Guan, Biyu & Li, Xin & Zeng, Shiyu & Liu, Pei & Sun, Hailong, 2026. "The power of influencers: How moral image drives suboptimal food consumption," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wang, Xueying & Zhang, Yuexian, 2025. "Brand-transformed or celebrity-transformed? The effect of different role-transformed virtual influencers on purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 86(C).
    2. Gong, Xiuyuan & Sun, Pengkai, 2026. "How to liberate human labor? Understanding the interplay of virtual streamer type and interaction style in livestreaming e-commerce," Journal of Business Research, Elsevier, vol. 205(C).
    3. Audrezet, Alice & Koles, Bernadett & Moulard, Julie Guidry & Ameen, Nisreen & McKenna, Brad, 2025. "Virtual influencers: Definition and future research directions," Journal of Business Research, Elsevier, vol. 200(C).
    4. Ri Na & Anan Hu & Qingfeng Zeng & Ruyi Ge & Ruohong Hao, 2025. "Unveiling the relationship between virtual streamer characteristics and consumer purchase intention in live streaming commerce: Insights from source credibility perspective," Electronic Markets, Springer;IIM University of St. Gallen, vol. 35(1), pages 1-21, December.
    5. Wang, Ying & Huam, Hon Tat & Hamid, Abu Bakar Abdul, 2026. "Emotional divergence among virtual avatar types: A topic-based study using LDA and DistilBERT," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).
    6. Zhang, Kai & Luo, Biao & Yan, Juanjuan & Weng, Xiuzhen, 2025. "The art and impact of narrative: How streamer narrative styles shape consumers’ purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 87(C).
    7. Benevento, Elisabetta & Aloini, Davide & Roma, Paolo & Bellino, Davide, 2025. "The impact of influencers on brand social network growth: Insights from new product launch events on Twitter," Journal of Business Research, Elsevier, vol. 189(C).
    8. Yao, Ruiqi & Qi, Guijie & Sun, Hua & Sheng, Dongfang, 2025. "A double-edged sword: Exploring the effectiveness of expressed subjectivity in virtual influencer endorsements," Journal of Retailing and Consumer Services, Elsevier, vol. 87(C).
    9. Guo, Zhiwei & Yang, Hongtao & Yang, Wang, 2025. "A new social media programme for brands? A study of the relationship between virtual influencers and brand followers," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
    10. Liu, Hao & Zhang, Peilin & Cheng, Hongqing & Hasan, Najmul & Chiong, Raymond, 2025. "Impact of AI-generated virtual streamer interaction on consumer purchase intention: A focus on social presence and perceived value," Journal of Retailing and Consumer Services, Elsevier, vol. 85(C).
    11. Gong, Xiuyuan & Sun, Pengkai, 2025. "Can virtual streamers express emotions? Understanding the language style of virtual streamers in livestreaming e-commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    12. Wang, Shaofeng & Qiang, Jimeng & Yao, Kaibo, 2025. "How does artificial intelligence digital human live streaming increase TikTok consumer repeat purchase? Interaction between vividness, telepresence, credibility and trust," Journal of Business Research, Elsevier, vol. 201(C).
    13. Yao, Ruiqi & Qi, Guijie & Wu, Zhiqiang & Sun, Hua & Sheng, Dongfang, 2024. "Digital human calls you dear: How do customers respond to virtual streamers’ social-oriented language in e-commerce livestreaming? A stereotyping perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    14. Nattharuja Korsakul & Ja-Shen Chen & Hung-Tai Tsou, 2025. "Influence of the characteristics of dual-role platforms and streamers on consumer trust and purchase intention in live streaming commerce," Service Business, Springer;Pan-Pacific Business Association, vol. 19(3), pages 1-24, September.
    15. Wang, Bin & Han, Yao & Kandampully, Jay & Lu, Xiaoli, 2025. "How language arousal affects purchase intentions in online retailing? The role of virtual versus human influencers, language typicality, and trust," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    16. Shao, Zhucheng, 2026. "Dual congruence in live-streaming commerce: A mixed-method to examine the role of virtual influencers and live content on consumer purchase behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).
    17. Yao, Yuexin & Liu, Qihua & Guo, Mengqian, 2025. "Virtual influencers in brand image recovery: A comparative study of younger and older brands after celebrity endorsement crises," Journal of Retailing and Consumer Services, Elsevier, vol. 86(C).
    18. Kim, Songmee & Youn, Chorong & Cho, Erin & Kim, Sunwoo, 2025. "When virtual influencers cause service failures: The impact of human likeness and beauty types on social psychological distance and consumer intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 87(C).
    19. Zhang, Ruoxi & Fang, Jiaming & Han, Lintong & Liao, Miyan, 2026. "Is more human-like better? The impact of virtual streamer language naturalness on user engagement," Technological Forecasting and Social Change, Elsevier, vol. 222(C).
    20. Wang, Bin & Shu, Min & Liu, Yunyao & Xie, Fengyuan & Wang, Jin, 2024. "Who do you want to purchase with? The effect of naming strategy on consumer participation in online group purchase," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:joreco:v:84:y:2025:i:c:s0969698924003849. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/journal-of-retailing-and-consumer-services .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.