IDEAS home Printed from https://ideas.repec.org/a/eee/joreco/v78y2024ics0969698924000389.html
   My bibliography  Save this article

Avatars of influence: Understanding how virtual influencers trigger consumer engagement on online booking platforms

Author

Listed:
  • Akhtar, Naeem
  • Hameed, Zahid
  • Islam, Tahir
  • Pant, Manoj Kumar
  • Sharma, Anshuman
  • Rather, Raouf Ahmad
  • Kuzior, Aleksandra

Abstract

Given the existing gaps and the widespread popularity of virtual influencers, this study develops and applies a paradigm based on social influence theory to probe the effect of virtual influencers on consumers' behavioral engagement. We explore the effect of virtual influencers on consumers' normative and informational social influence, which, in turn, affects their behavioral engagement. We also investigate the relationships between virtual influencers and normative and informational social influences, using perceived interactivity and source credibility as boundary conditions. Through stratified sampling, we collected 443 responses from consumers in the hospitality industry. Structural equation modeling was utilized in AMOS 26.0 for analysis. The findings exhibit a positive association between virtual influencers and both informational and normative social influence, as well as behavioral engagement. Furthermore, this study confirms that customers' normative and informational social influence positively causes behavioral engagement. The significance of both boundary conditions is further highlighted by this research. This work improves theoretical knowledge in social impact, trust, and engagement, with implications for developing marketing strategies on online platforms. Additionally, we acknowledge limitations and offer suggestions for future studies.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:joreco:v:78:y:2024:i:c:s0969698924000389
    DOI: 10.1016/j.jretconser.2024.103742
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969698924000389
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jretconser.2024.103742?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Chung, Namho & Han, Heejeong, 2017. "The relationship among tourists' persuasion, attachment and behavioral changes in social media," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 370-380.
    2. Siddiqi, Umar Iqbal & Akhtar, Naeem & Islam, Tahir, 2022. "Restaurant hygiene attributes and consumers’ fear of COVID-19: Does psychological distress matter?," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    3. El Hedhli, Kamel & Zourrig, Haithem & Al Khateeb, Amr & Alnawas, Ibrahim, 2023. "Stereotyping human-like virtual influencers in retailing: Does warmth prevail over competence?," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    4. Wahab, Hamza Kaka Abdul & Tao, Meng & Tandon, Anushree & Ashfaq, Muhammad & Dhir, Amandeep, 2022. "Social media celebrities and new world order. What drives purchasing behavior among social media followers?," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    5. Kristine de Valck & Gerrit H. van Bruggen & Berendt Wierenga, 2009. "Virtual communities: A marketing perspective," Post-Print hal-00458421, HAL.
    6. 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.
    7. Wonseok (Eric) Jang & Jihoon (Jay) Kim & Soojin Kim & Jung Won Chun, 2021. "The role of engagement in travel influencer marketing: the perspectives of dual process theory and the source credibility model," Current Issues in Tourism, Taylor & Francis Journals, vol. 24(17), pages 2416-2420, September.
    8. 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).
    9. 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).
    10. Kim, Hyojung & Park, Minjung, 2024. "When digital celebrity talks to you: How human-like virtual influencers satisfy consumer's experience through social presence on social media endorsements," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    11. Islam, Tahir & Pitafi, Abdul Hameed & Akhtar, Naeem & Xiaobei, Liang, 2021. "Determinants of purchase luxury counterfeit products in social commerce: The mediating role of compulsive internet use," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    12. Xiang, Li & Zheng, Xiabing & Lee, Matthew K.O. & Zhao, Dingtao, 2016. "Exploring consumers’ impulse buying behavior on social commerce platform: The role of parasocial interaction," International Journal of Information Management, Elsevier, vol. 36(3), pages 333-347.
    13. 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).
    14. Karagür, Zeynep & Becker, Jan-Michael & Klein, Kristina & Edeling, Alexander, 2022. "How, why, and when disclosure type matters for influencer marketing," International Journal of Research in Marketing, Elsevier, vol. 39(2), pages 313-335.
    15. Patricia Baudier & Elodie de Boissieu & Marie-Hélène Duchemin, 2023. "Source Credibility and Emotions generated by Robot and Human Influencers: The perception of luxury brand representatives," Post-Print hal-04314434, HAL.
    16. Edward C. S. Ku & Chun-Der Chen, 2015. "Cultivating travellers' revisit intention to e-tourism service: the moderating effect of website interactivity," Behaviour and Information Technology, Taylor & Francis Journals, vol. 34(5), pages 465-478, May.
    17. Fu, Jen-Ruei & Lu, I-Wei & Chen, Jessica H.F. & Farn, Cheng-Kiang, 2020. "Investigating consumers’ online social shopping intention: An information processing perspective," International Journal of Information Management, Elsevier, vol. 54(C).
    18. Goldberg, Marvin E & Hartwick, Jon, 1990. "The Effects of Advertiser Reputation and Extremity of Advertising Claim on Advertising Effectiveness," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 17(2), pages 172-179, September.
    19. 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).
    20. Gil Appel & Lauren Grewal & Rhonda Hadi & Andrew T. Stephen, 2020. "The future of social media in marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 79-95, January.
    21. Belanche, Daniel & Casaló, Luis V. & Flavián, Marta & Ibáñez-Sánchez, Sergio, 2021. "Building influencers' credibility on Instagram: Effects on followers’ attitudes and behavioral responses toward the influencer," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    22. 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.
    23. Ittefaq, Huma & Akhtar, Naeem & Siddiqi, Umar Iqbal & Islam, Tahir & Kuzior, Aleksandra, 2024. "The betrayal puzzle: Unraveling the connection between inauthenticity, corporate wrongdoing and brand betrayal with avoidance and reparation," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    24. Baudier, Patricia & de Boissieu, Elodie & Duchemin, Marie-Hélène, 2023. "Source Credibility and Emotions generated by Robot and Human Influencers: The perception of luxury brand representatives," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    25. Wang, Xia & Yu, Chunling & Wei, Yujie, 2012. "Social Media Peer Communication and Impacts on Purchase Intentions: A Consumer Socialization Framework," Journal of Interactive Marketing, Elsevier, vol. 26(4), pages 198-208.
    26. Burnkrant, Robert E & Cousineau, Alain, 1975. "Informational and Normative Social Influence in Buyer Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 2(3), pages 206-215, December.
    27. Brodie, Roderick J. & Ilic, Ana & Juric, Biljana & Hollebeek, Linda, 2013. "Consumer engagement in a virtual brand community: An exploratory analysis," Journal of Business Research, Elsevier, vol. 66(1), pages 105-114.
    Full references (including those not matched with items on IDEAS)

    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. Zafar, Abaid Ullah & Shahzad, Mohsin & Ashfaq, Muhammad & Shahzad, Khuram, 2023. "Forecasting impulsive consumers driven by macro-influencers posts: Intervention of followers' flow state and perceived informativeness," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    2. Moorlock, Emily & Dekel-Dachs, Ofer & Stokes, Peter & Larsen, Gretchen, 2023. "Constructing Consumer-Masstige brand relationships in a volatile social reality," Journal of Business Research, Elsevier, vol. 155(PA).
    3. Allal-Chérif, Oihab & Puertas, Rosa & Carracedo, Patricia, 2024. "Intelligent influencer marketing: how AI-powered virtual influencers outperform human influencers," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    4. 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).
    5. Jiang, Kan & Zheng, Junyuan & Luo, Shaohua, 2024. "Green power of virtual influencer: The role of virtual influencer image, emotional appeal, and product involvement," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    6. Kim, Hyojung & Park, Minjung, 2024. "When digital celebrity talks to you: How human-like virtual influencers satisfy consumer's experience through social presence on social media endorsements," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    7. Rand Al-Dmour & Ola H. Alkhatib & Hani Al-Dmour & Eatedal Basheer Amin, 2023. "The Influence of Social Marketing Drives on Brand Loyalty via the Customer Satisfaction as a Mediating Factor in Travel and Tourism Offices," SAGE Open, , vol. 13(2), pages 21582440231, June.
    8. Kee-Young Kwahk & Byoungsoo Kim, 2017. "Effects of social media on consumers’ purchase decisions: evidence from Taobao," Service Business, Springer;Pan-Pacific Business Association, vol. 11(4), pages 803-829, December.
    9. Agrawal, Shiv Ratan & Mittal, Divya, 2022. "Optimizing customer engagement content strategy in retail and E-tail: Available on online product review videos," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    10. Fujita, Momoko & Harrigan, Paul & Soutar, Geoffrey N. & Kumar Roy, Sanjit & Roy, Rajat, 2020. "Enhancing member-institution relationships through social media: The role of other-user engagement behavior and similarity perceptions," Journal of Business Research, Elsevier, vol. 121(C), pages 642-654.
    11. Raza, Ali & Ishaq, Muhammad Ishtiaq & Khan, Ayesha & Ahmad, Rehan & Haj Salem, Narjes, 2023. "How fashion cewebrity influences customer engagement behavior in emerging economy? Social network influence as moderator," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    12. 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).
    13. Sharma, Purva & Srivastava, Ankur & Sharma, Veenu & Singh, Nidhi & Nijjer, Shivinder, 2024. "Understanding consumer repurchase intentions towards luxury retail brands: Evidence from an emerging market," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    14. Yao, Qi & Hu, Chao & Zhou, Wenkai, 2024. "The impact of customer privacy concerns on service robot adoption intentions: A credence/experience service typology perspective," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    15. Syed Sardar Muhammad & Bidit Lal Dey & Vishanth Weerakkody, 2018. "Analysis of Factors that Influence Customers’ Willingness to Leave Big Data Digital Footprints on Social Media: A Systematic Review of Literature," Information Systems Frontiers, Springer, vol. 20(3), pages 559-576, June.
    16. 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).
    17. Matti J. Haverila & Kai Haverila & Caitlin McLaughlin & Mehak Arora, 2023. "The influence of the number of brand community memberships on customer centric measures," Journal of Marketing Analytics, Palgrave Macmillan, vol. 11(1), pages 5-20, March.
    18. Shah, Denish & Webster, Emily & Kour, Gurpreet, 2023. "Consuming for content? Understanding social media-centric consumption," Journal of Business Research, Elsevier, vol. 155(PB).
    19. Ming Xing Wang & Ki Su Kim & Jeoung Kun Kim, 2023. "Investigating the Determinants of IoT Device Continuance Intentions: An Empirical Study of Smart Speakers Through the Lens of Expectation-Confirmation Theory," SAGE Open, , vol. 13(3), pages 21582440231, September.
    20. (Chloe) Ki, Chung-Wha & Park, Sangsoo & Kim, Youn-Kyung, 2022. "Investigating the mechanism through which consumers are “inspired by” social media influencers and “inspired to” adopt influencers’ exemplars as social defaults," Journal of Business Research, Elsevier, vol. 144(C), pages 264-277.

    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:78:y:2024:i:c:s0969698924000389. 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.