• No results found

3. Method

6.0 Conclusion

Influencer marketing has become a mainstream form of social media marketing and it is safe to say that it is not going away anytime soon. Therefore, it is essential for marketers to keep up to date on the newest advancements and to be strategic in selecting the most suitable influencers for a brand. This study examined whether virtual and human influencers elicit different users’ willingness to engage with their posts. On top of that, the primary moderating role of influencer size and secondary moderating role of user’s level of identification was investigated. The main contribution of this study is that effect of influencer types on users’

willingness to engage and moderating effect of influencer sizes do not have as strong effects as previously expected but the secondary moderating role of identification does, however, significantly affect this moderated relationship. Thus, the study presents that other

characteristic that are more related to users established feelings might be what make the significant difference in users’ behaviours. Therefore, this study opens a discussion on influencer qualities that evoke such users’ feelings as identification towards an influencer.

References

Abidin, C., & Ots, M. (2015). The Influencer’s dilemma: The shaping of new brand professions between credibility and commerce. In AEJMC 2015, Annual Conference, San Fransisco, CA, August 6-9. Retrieved from: http://urn.kb.se/resolve?urn=urn:nbn:se:hj:diva-27812

Alassani, R., & Göretz, J. (2019, July). Product placements by micro and macro influencers on Instagram. In International conference on human-computer interaction (pp. 251-267).

Springer, Cham. DOI: https://doi.org/10.1007/978-3-030-21905-5_20

Arenas-Márquez, F. J., Martínez-Torres, M. R., & Toral, S. L. (2021). How can trustworthy influencers be identified in electronic word-of-mouth communities?. Technological Forecasting and Social Change, 166, 120596. DOI: https://doi.org/10.1016/j.techfore.2021.120596

Argyris, Y. A., Wang, Z., Kim, Y., & Yin, Z. (2020). The effects of visual congruence on increasing consumers’ brand engagement: An empirical investigation of influencer marketing on Instagram using deep-learning algorithms for automatic image classification. Computers in Human Behavior, 112, 106443. DOI: https://doi.org/10.1016/j.chb.2020.106443

Armenteras, J., Paech, R., & Politiek, I. (2017). Influencer Marketing's Effects on B2C Brand Image: A Case Study of Nike. LBMG Strategic Brand Management-Masters Paper Series.

Aron, A., Aron, E. N., & Smollan, D. (1992). Inclusion of other in the self scale and the

structure of interpersonal closeness. Journal of personality and social psychology, 63(4), 596.

DOI: https://doi.org/10.1037/0022-3514.63.4.596

Arora, A., Bansal, S., Kandpal, C., Aswani, R., & Dwivedi, Y. (2019). Measuring social media influencer index-insights from Facebook, Twitter and Instagram. Journal of Retailing and Consumer Services, 49, 86-101. DOI: https://doi.org/10.1016/j.jretconser.2019.03.012

Arriagada, A., & Bishop, S. (2021). Between Commerciality and Authenticity: The Imaginary of Social Media Influencers in the Platform Economy. Communication, Culture and Critique, 14(4), 568-586. DOI: https://doi.org/10.1093/ccc/tcab050

Arsenyan, J., & Mirowska, A. (2021). Almost human? A comparative case study on the social media presence of virtual influencers. International Journal of Human-Computer Studies, 155, 102694. DOI: https://doi.org/10.1016/j.ijhcs.2021.102694

Ashley, C., & Tuten, T. (2015). Creative strategies in social media marketing: An exploratory study of branded social content and consumer engagement. Psychology & Marketing, 32(1), 15-27. DOI:

https://doi.org/10.1002/mar.20761

Baklanov, N. (2019). The top Instagram virtual influencers in 2019. Retrieved from https://hypeauditor.com/blog/the-top-instagram-virtual-influencers-in-2019/

Barger, V., Peltier, J. W., & Schultz, D. E. (2016). Social media and consumer engagement: a review and research agenda. Journal of Research in Interactive Marketing. DOI:

https://doi.org/10.1108/JRIM-06-2016-0065

Barker, S. (2017). Using Micro-Influencers to successfully promote your brand.

Forbes,(September 29),

https://www.forbes.com/sites/forbescoachescouncil/2017/09/29/using-micro-influen cers-to-successfully-promote-your-brand.

Belanche, D., Flavián, M., & Ibáñez-Sánchez, S. (2020). Followers’ reactions to influencers’

Instagram posts. Spanish Journal of Marketing-ESIC. DOI: https://doi.org/10.1108/SJME-11-2019-0100

Bhargava, H. K. (2021). The Creator Economy: Managing Ecosystem Supply, Revenue-Sharing, and Platform Design. Management Science (Forthcoming). DOI:

https://ssrn.com/abstract=3858140

Blanch, K. (2016). New Spaces, Blurred Boundaries, and Embodied Performances on Facebook 21.

Space, Place, and Environment, 3, 441. DOI: 10.1007/978-981-287-044-5

Bond, B. J., & Drogos, K. L. (2014). Sex on the shore: Wishful identification and parasocial relationships as mediators in the relationship between Jersey Shore exposure and emerging

adults' sexual attitudes and behaviors. Media Psychology, 17(1), 102-126. DOI:

https://doi.org/10.1080/15213269.2013.872039

Brewster, M. L., & Lyu, J. (2020, December). Exploring the Parasocial Impact of Nano, Micro and Macro Influencers. In International Textile and Apparel Association Annual Conference

Proceedings (Vol. 77, No. 1). Iowa State University Digital Press. DOI:

https://doi.org/10.31274/itaa.12254

Brown, W. J. (2015). Examining four processes of audience involvement with media personae:

transportation, parasocial interaction, identification, and worship. Communication Theory, 25(3), 259–283. DOI: https://doi.org/10.1111/comt.12053

Callahan, K. (2021). CGI Social Media Influencers: Are They above the FTC's Influence?. J.

Bus. & Tech. L., 16, 361.

Casaló, L. V., Flavián, C., & Ibáñez-Sánchez, S. (2017). Understanding consumer interaction on Instagram: The role of satisfaction, hedonism, and content characteristics. Cyberpsychology, Behavior, and Social Networking, 20(6), 369-375. DOI:

https://doi.org/10.1089/cyber.2016.0360

Chen, Y. (2016, April 8). The rise of ‘micro-influencers’ on Instagram. Digiday. Retrieved from: http://digiday.com/marketing/micro-influencers/

Chen, Y. (2017). The rise of ‘micro-influencers’ on Instagram. Retrieved from https://digiday.com/marketing/micro-influencers/.

Childers, C. C., Lemon, L. L., & Hoy, M. G. (2019). # Sponsored# Ad: Agency perspective on influencer marketing campaigns. Journal of Current Issues & Research in Advertising, 40(3), 258-274. DOI: https://doi.org/10.1080/10641734.2018.1521113

Coelho, R. L. F., de Oliveira, D. S., & de Almeida, M. I. S. (2016). Does social media matter for post typology? Impact of post content on Facebook and Instagram metrics. Online

Information Review. DOI: https://doi.org/10.1108/OIR-06-2015-0176

Copeland, L., Lyu, J., & Han, J. (2021). Does Familiarity Matter? Examining Model Familiarity in Instagram Advertisements. Journal of Internet Commerce, 1-25. DOI:

https://doi.org/10.1080/15332861.2021.2011600

da Silva Oliveira, A. B., & Chimenti, P. (2021). " Humanized Robots": A Proposition of Categories to Understand Virtual Influencers. Australasian Journal of Information Systems, 25. DOI: https://doi.org/10.3127/ajis.v25i0.3223

Darling, K., Nandy, P., & Breazeal, C. (2015, August). Empathic concern and the effect of stories in human-robot interaction. In 2015 24th IEEE international symposium on robot and human

interactive communication (RO-MAN) (pp. 770-775). IEEE. DOI: 10.1109/ROMAN.2015.7333675

De Veirman, M., Cauberghe, V., & Hudders, L. (2017). Marketing through Instagram influencers: the impact of number of followers and product divergence on brand attitude. International journal of advertising, 36(5), 798-828. DOI: https://doi.org/10.1080/02650487.2017.1348035

De Veirman, M., Hudders, L., & Nelson, M. R. (2019). What is influencer marketing and how does it target children? A review and direction for future research. Frontiers in psychology, 10, 2685. DOI: https://doi.org/10.3389/fpsyg.2019.02685

De Vries, L., Gensler, S., & Leeflang, P. S. (2017). Effects of traditional advertising and social messages on brand-building metrics and customer acquisition. Journal of Marketing, 81(5), 1-15. DOI: https://doi.org/10.1509/jm.15.0178

Delbaere, M., Michael, B., & Phillips, B. J. (2021). Social media influencers: A route to brand engagement for their followers. Psychology & Marketing, 38(1), 101-112. DOI:

https://doi.org/10.1002/mar.21419

Denisova, A. (2021). Fashion media and Sustainability: Encouraging ethical consumption VIA journalism and influencers. University of Westminster Press.

Dhanesh, Ganga S. "Putting engagement in its PRoper place: State of the field, definition and model of engagement in public relations." Public Relations Review 43.5 (2017): 925-933. DOI:

Dhanik, T. (2016). Micro, not macro: Rethinking influencer marketing. Retrieved from https://adage.

com/article/digitalnext/micro-macro-influencer-marketing-im-kardashian/307118/

Djafarova, E., & Rushworth, C. (2017). Exploring the credibility of online celebrities' Instagram profiles in influencing the purchase decisions of young female users. Computers in human behavior, 68, 1-7. DOI: https://doi.org/10.1016/j.chb.2016.11.009

Drenten, J., & Brooks, G. (2020). Celebrity 2.0: Lil Miquela and the rise of a virtual star system.

Feminist Media Studies, 20(8), 1319-1323. DOI:

https://doi.org/10.1080/14680777.2020.1830927

Eigenraam, A. W., Eelen, J., & Verlegh, P. W. (2021). Let Me Entertain You? The Importance of Authenticity in Online Customer Engagement. Journal of Interactive Marketing, 54, 53-68. DOI: https://doi.org/10.1016/j.intmar.2020.11.001

El Hafi, L., Isobe, S., Tabuchi, Y., Katsumata, Y., Nakamura, H., Fukui, T., ... & Taniguchi, T.

(2020). System for augmented human–robot interaction through mixed reality and robot training by non-experts in customer service environments. Advanced Robotics, 34(3-4), 157-172. DOI: https://doi.org/10.1080/01691864.2019.1694068

Erz, A., & Christensen, A. B. H. (2018). Transforming consumers into brands: tracing transformation processes of the practice of blogging. Journal of Interactive Marketing, 43, 69-82. DOI: https://doi.org/10.1016/j.intmar.2017.12.002

Erkan, I. (2015). Electronic word of mouth on Instagram: Customers’ engagements with brands in different sectors. International Journal of Management, Accounting and Economics, 2(12), 1435-1444.

Evans, N. J., Phua, J., Lim, J., & Jun, H. (2017). Disclosing Instagram influencer advertising: The effects of disclosure language on advertising recognition, attitudes, and behavioral intent. Journal of interactive advertising, 17(2), 138-149. DOI: https://doi.org/10.1080/15252019.2017.1366885

Faddoul, G., & Chatterjee, S. (2020). A quantitative measurement model for persuasive technologies using storytelling via a virtual narrator. International Journal of Human–

Computer Interaction, 36(17), 1585-1604. DOI:

https://doi.org/10.1080/10447318.2020.1768670

Fan, S., & Yost, H. (2019). Keeping connected: exploring the potential of social media as a new avenue for communication and collaboration in early childhood education. International Journal of Early Years Education, 27(2), 132-142. DOI: https://doi.org/10.1080/09669760.2018.1454301

Feng, Y., Chen, H., & Kong, Q. (2021). An expert with whom I can identify: The role of narratives in influencer marketing. International Journal of Advertising, 40(7), 972-993.

DOI: https://doi.org/10.1080/02650487.2020.1824751

Ferina, N., Sri, G., & Putu, L. (2021). Does Influencer Marketing Really Improve Sustainable Brand Awareness and Sales?. Inovbiz: Jurnal Inovasi Bisnis, 9(1), 167-174. DOI:

https://doi.org/10.35314/inovbiz.v9i1.1889

Fernando, E., Syahbani, T. H. M., Darmawan, M. N., Amalina, A. N., & Ikhsan, R. B. (2021, September). Influencer Marketing Social Media influences Brand Awareness and Customer Trust to Increase Purchase Intention (Conceptual Framework Development). In 2021 8th International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE) (pp. 95-100). IEEE. DOI: 10.1109/ICITACEE53184.2021.9617517

Fuller, C. M., Simmering, M. J., Atinc, G., Atinc, Y., & Babin, B. J. (2016). Common methods variance detection in business research. Journal of Business Research, 69(8), 3192-3198.

DOI: https://doi.org/10.1016/j.jbusres.2015.12.008

Gannon, V., & Prothero, A. (2018). Beauty bloggers and YouTubers as a community of practice. Journal of Marketing Management, 34(7-8), 592-619. DOI:

https://doi.org/10.1080/0267257X.2018.1482941

Gräve, J. F. (2017, July). Exploring the perception of influencers vs. traditional celebrities: are social media stars a new type of endorser?. In Proceedings of the 8th international conference on Social

Griethuijsen, R. A. L. F., Eijck, M. W., Haste, H., Brok, P. J., Skinner, N. C., Mansour, N., et al.

(2014). Global patterns in students’ views of science and interest in science. Research in Science Education, 45(4), 581–603. DOI:10.1007/s11165-014-9438-6

Haenlein, M., Anadol, E., Farnsworth, T., Hugo, H., Hunichen, J., & Welte, D. (2020).

Navigating the New Era of Influencer Marketing: How to be Successful on Instagram, TikTok, & Co. California Management Review, 63(1), 5-25. DOI:

https://doi.org/10.1177/0008125620958166

Hair Jr, J. F., Celsi, M. W., Ortinau, D. J., & Bush, R. P. (2014). Fundamentos de pesquisa de marketing-3. AMGH Editora.

Harmeling, C. M., Moffett, J. W., Arnold, M. J., & Carlson, B. D. (2017). Toward a theory of customer engagement marketing. Journal of the Academy of marketing science, 45(3), 312-335. DOI: 10.1007/s11747-016-0509-2

Hart, W., Albarracín, D., Eagly, A. H., Brechan, I., Lindberg, M. J., & Merrill, L. (2009). Feeling validated versus being correct: a meta-analysis of selective exposure to information. Psychological bulletin, 135(4), 555. DOI: 10.1037/A0015701

Hennessy, B. (2018). Influencer: Building your personal brand in the age of social media. Citadel Press.

Hodkinson, P., & Lincoln, S. (2008). Online journals as virtual bedrooms? Young people, identity and personal space. Young, 16(1), 27-46.DOI:

https://doi.org/10.1177/110330880701600103

Hoffner, C., & Buchanan, M. (2005). Young adults' wishful identification with television characters: The role of perceived similarity and character attributes. Media psychology, 7(4), 325-351. DOI: https://doi.org/10.1207/S1532785XMEP0704_2

Hollebeek, L. D., Glynn, M. S., & Brodie, R. J. (2014). Consumer brand engagement in social media: Conceptualization, scale development and validation. Journal of interactive

marketing, 28(2), 149-165. DOI: https://doi.org/10.1016/j.intmar.2013.12.002

Holt, D. (2016). Branding in the age of social media. Harvard business review, 94(3), 40-50. Retrieved from:

https://talkinginfluence.com/2018/11/13/virtualinfluencers-what-you-need-to-know/

Hu, L., Min, Q., Han, S., & Liu, Z. (2020). Understanding followers’ stickiness to digital influencers:

The effect of psychological responses. International Journal of Information Management, 54, 102169. DOI: https://doi.org/10.1016/j.ijinfomgt.2020.102169

Importance of Authenticity in Online Customer Engagement. Journal of Interactive Marketing, 54, 53-68. DOI: https://doi.org/10.1016/j.intmar.2020.11.001

Jiménez-Castillo, D., & Sánchez-Fernández, R. (2019). The role of digital influencers in brand recommendation: Examining their impact on engagement, expected value and purchase intention.

International Journal of Information Management, 49, 366-376. DOI:

https://doi.org/10.1016/j.ijinfomgt.2019.07.009

Jin, S. V., & Ryu, E. (2020). “I'll buy what she's# wearing”: The roles of envy toward and parasocial interaction with influencers in Instagram celebrity-based brand endorsement and social commerce.

Journal of Retailing and Consumer Services, 55, 102121. DOI:

https://doi.org/10.1016/j.jretconser.2020.102121

Kapitan, S., & Silvera, D. H. (2016). From digital media influencers to celebrity endorsers: attributions drive endorser effectiveness. Marketing Letters, 27(3), 553-567. DOI:

https://doi.org/10.1007/s11002-015-9363-0

Kay, S., Mulcahy, R., & Parkinson, J. (2020). When less is more: the impact of macro and micro social media influencers’ disclosure. Journal of Marketing Management, 36(3-4), 248–278.

DOI: https://doi.org/10.1080/0267257X.2020.1718740

Khamis, S., Ang, L., & Welling, R. (2017). Self-branding,‘micro-celebrity’and the rise of Social Media Influencers. Celebrity studies, 8(2), 191-208. DOI:

https://doi.org/10.1080/19392397.2016.1218292

Khan, R. F., & Sutcliffe, A. (2014). Attractive agents are more persuasive. International Journal of Human-Computer Interaction, 30(2), 142-150. DOI:

https://doi.org/10.1080/10447318.2013.839904

Kim, D. Y., & Kim, H. Y. (2021). Influencer advertising on social media: The multiple inference model on influencer-product congruence and sponsorship disclosure. Journal of Business Research, 130, 405-415. DOI: https://doi.org/10.1016/j.jbusres.2020.02.020

Kirwan, D. (2018). Are social media influencers worth the investment. Forbes, August 21.

Kowalczyk, C. M., & Pounders, K. R. (2016). Transforming celebrities through social media:

the role of authenticity and emotional attachment. Journal of Product & Brand Management.

DOI: https://doi.org/10.1108/JPBM-09-2015-0969

Ladhari, R., Massa, E., & Skandrani, H. (2020). YouTube vloggers’ popularity and influence:

The roles of homophily, emotional attachment, and expertise. Journal of Retailing and Consumer Services, 54, 102027. DOI: https://doi.org/10.1016/j.jretconser.2019.102027

Lee, J. A., & Eastin, M. S. (2020). I like what she’s# endorsing: The impact of female social media influencers’ perceived sincerity, consumer envy, and product type. Journal of

Interactive Advertising, 20(1), 76-91. DOI: https://doi.org/10.1080/15252019.2020.1737849

Leite, F. P., & Baptista, P. D. P. (2021). The effects of social media influencers’ self-disclosure on behavioral intentions: the role of source credibility, parasocial relationships, and brand trust. Journal of Marketing Theory and Practice, 1-17. DOI:

https://doi.org/10.1080/10696679.2021.1935275

Linqia,. 2017. “The State of Influencer Marketing 2018.” Accessed March 2, 2018. Retrieved from:

http://www.linqia.com/insights/ report-the-state-of-influencer-marketing-2018/.

Lou, C., & Yuan, S. (2019). Influencer marketing: how message value and credibility affect consumer trust of branded content on social media. Journal of Interactive Advertising, 19(1), 58-73. DOI: https://doi.org/10.1080/15252019.2018.1533501

Lutfeali, S., Ward, T., Greene, T., Arshonsky, J., Seixas, A., Dalton, M., & Bragg, M. A. (2020).

Understanding the extent of adolescents’ willingness to engage with food and beverage companies’ Instagram accounts: experimental survey study. JMIR public health and surveillance, 6(4), e20336. DOI: 10.2196/20336

Machleit, K. A., Eroglu, S. A., & Mantel, S. P. (2000). Perceived retail crowding and shopping satisfaction: what modifies this relationship?. Journal of consumer psychology, 9(1), 29-42.

DOI: https://doi.org/10.1207/s15327663jcp0901_3

Mahmoud, A. B., Ball, J., Rubin, D., Fuxman, L., Mohr, I., Hack-Polay, D., ... & Wakibi, A.

(2021). Pandemic pains to Instagram gains! COVID-19 perceptions effects on behaviours towards fashion brands on Instagram in sub-Saharan Africa: tech-native vs non-native generations. Journal of Marketing Communications, 1-25. DOI:

https://doi.org/10.1080/13527266.2021.1971282

Martikainen, I., & Pitkänen, A. (2019). The Significance of Consumers’ Perceived Authenticity to Engagement: Explorative Research of Influencer Marketing in Instagram.

Marwick, A. E. (2018). The algorithmic celebrity: The future of Internet fame and

microcelebrity studies. Microcelebrity around the globe, 161-169. DOI: 10.1108/978-1-78756-749-820181015

Maughan, J., (2018), “Virtual Influencers: What You Need to Know, Talking Influence”.

Collected 2019-03-28.

MediaKix (2019), “CGI Influencers: Why Brands & Consumers should pay attention”.

Collected 2019-03-28. Retrieved from: http://mediakix.com/2019/02/cgi-influencers-instagrammodels/#gs.2bhrm9

Michaelidou, N., Siamagka, N. T., & Christodoulides, G. (2011). Usage, barriers and measurement of social media marketing: An exploratory investigation of small and medium B2B brands. Industrial marketing management, 40(7), 1153-1159. DOI: https://doi.org/10.1016/j.indmarman.2011.09.009

Molin, V., & Nordgren, S. (2019). Robot or Human? The Marketing Phenomenon of Virtual Influencers: A Case Study About Virtual Influencers’ Parasocial Interaction on Instagram.

Moustakas, E., Lamba, N., Mahmoud, D., & Ranganathan, C. (2020, June). Blurring lines between fiction and reality: Perspectives of experts on marketing effectiveness of virtual influencers. In 2020 International Conference on Cyber Security and Protection of Digital Services (Cyber Security) (pp. 1-6). IEEE. DOI: 10.1109/CyberSecurity49315.2020.9138861

Murdough, C. (2009). Social media measurement: It’s not impossible. Journal of interactive advertising, 10(1), 94-99. DOI: https://doi.org/10.1080/15252019.2009.10722165

Nouri, M. (2018). The power of influence: Traditional celebrity vs social media influencer. DOI:

Pansari, A., & Kumar, V. (2017). Customer engagement: the construct, antecedents, and consequences. Journal of the Academy of Marketing Science, 45(3), 294-311. DOI:

10.1007/s11747-016-0485-6

Pavlika, H. (2017, April 11). Which is best: Micro, power middle or celebrity influencers?

Collective bias. Retrieved from: https://collectivebias.com/blog/2017/04/which-isbest-micro-power-middle-or-celebrity-influencers/

Pick, M. (2020). Psychological ownership in social media influencer marketing. European Business Review. DOI: https://doi.org/10.1108/EBR-08-2019-0165

Pierucci, S. (2017, January 18). Why micro-influencer marketing is ‘The Game’ in 2018. The Startup. Retrieved from: https://medium.com/swlh/why-micro-influencer-marketingis-the-game-in-2018-fdeda0993c36

Pittman, M., Oeldorf-Hirsch, A., & Brannan, A. (2021). Green advertising on social media:

Brand authenticity mediates the effect of different appeals on purchase intent and digital engagement. Journal of Current Issues & Research in Advertising, 1-16. DOI:

https://doi.org/10.1080/10641734.2021.1964655

Porteous, J. (2018). Micro influencers vs macro influencers, what’s best for your business.

Acedido a, 5.

Power, D. J., & Phillips-Wren, G. (2011). Impact of social media and Web 2.0 on decision-making. Journal of decision systems, 20(3), 249-261. DOI:

https://doi.org/10.3166/jds.20.249-261

Reinikainen, H., Munnukka, J., Maity, D., & Luoma-aho, V. (2020). ‘You really are a great big sister’–parasocial relationships, credibility, and the moderating role of audience comments in influencer marketing. Journal of marketing management, 36(3-4), 279-298. DOI:

https://doi.org/10.1080/0267257X.2019.1708781

Richters, A. R. (2020). LIL MIQUELA: ROBOT OR NOT A case study of how virtual influencers may afford posthuman roleplay (Bachelor's thesis).

Schouten, A. P., Janssen, L., & Verspaget, M. (2020). Celebrity vs. Influencer endorsements in advertising: the role of identification, credibility, and Product-Endorser fit. International journal of advertising, 39(2), 258-281. DOI: https://doi.org/10.1080/02650487.2019.1634898

Shin, J., & Lee, S. (2020, January). Intimacy Between Actual Users and Virtual Agents:

Interaction through" likes" and" comments". In 2020 14th International Conference on Ubiquitous Information Management and Communication (IMCOM) (pp. 1-4). IEEE. DOI:

10.1109/IMCOM48794.2020.9001810

Shoenberger, H., & Kim, E. (2017). Product placement as leveraged marketing communications: The role of wishful identification, brand trust, and brand buying behaviours. International Journal of Advertising, 38(1), 50–66.DOI: https://doi.org/10. 1080/02650487.2017.1391678.

Silva, M. J. D. B., Farias, S. A. D., Grigg, M. K., & Barbosa, M. D. L. D. A. (2020). Online engagement and the role of digital influencers in product endorsement on Instagram. Journal of Relationship Marketing, 19(2), 133-163. DOI:

https://doi.org/10.1080/15332667.2019.1664872

Smith, B. G., Kendall, M. C., Knighton, D., & Wright, T. (2018). Rise of the brand ambassador: Social stake, corporate social responsibility and influence among the social media influencers.

Sokolova, K., & Perez, C. (2021). You follow fitness influencers on YouTube. But do you actually exercise? How parasocial relationships, and watching fitness influencers, relate to intentions to exercise. Journal of Retailing and Consumer Services, 58, 102276. DOI:

https://doi.org/10.1016/j.jretconser.2020.102276

Sudha, M., & Sheena, K. (2017). Impact of influencers in consumer decision process: the fashion industry. SCMS Journal of Indian Management, 14(3), 14-30.DOI:

https://doi.org/info:doi/

Tafesse, W., & Wood, B. P. (2021). Followers' engagement with instagram influencers: The role of influencers’ content and engagement strategy. Journal of Retailing and Consumer

Services, 58, 102303. DOI: https://doi.org/10.1016/j.jretconser.2020.102303

Taillon, B. J., Mueller, S. M., Kowalczyk, C. M., & Jones, D. N. (2020). Understanding the relationships between social media influencers and their followers: the moderating role of closeness. Journal of Product & Brand Management. DOI: https://doi.org/10.1108/JPBM-03-2019-2292

Tan, S. M., & Liew, T. W. (2020). Designing embodied virtual agents as product specialists in a multi-product category E-commerce: The roles of source credibility and social presence.

International Journal of Human–Computer Interaction, 36(12), 1136-1149. DOI:

https://doi.org/10.1080/10447318.2020.1722399

Taylor, C. R. (2020). The urgent need for more research on influencer marketing. International Journal of Advertising, 39(7), 889-891. DOI: https://doi.org/10.1080/02650487.2020.1822104

Tengblad-Kreft, V. A. J., Hagman, A. M., & Hessels, E. (2017). Influencer marketing and the effect on brand personality and brand perception. LBMG Strategic Brand Management-Masters Paper Series.

Thornton, I. (2021). " That is a Huge Wardrobe and Clothing Mistake!": The Unethical Consumption Habits of YouTube’ s Fashion Influencers and the Environmental Consequences of a Disposable Lifestyle.

Tiba, D. (2020). The impact of the personality congruence triangle in the level of actual-and ideal personality congruences on online engagement and purchasing intention for fashion brands-The case of My Jewellery brand.

Uzunoğlu, E., & Kip, S. M. (2014). Brand communication through digital influencers: Leveraging blogger engagement. International journal of information management, 34(5), 592-602. DOI:

https://doi.org/10.1016/j.ijinfomgt.2014.04.007

Van Doorn, J., Lemon, K. N., Mittal, V., Nass, S., Pick, D., Pirner, P., & Verhoef, P. C. (2010).

Customer engagement behavior: Theoretical foundations and research directions. Journal of service research, 13(3), 253-266.DOI: https://doi.org/10.1177/1094670510375599

Wills, K., 2019. Meet Lil Miquela: The AI Influencer Taking Over Instagram. March 6. Evening Standard. Retrieved from: https://www.standard.co.uk/lifestyle/esmagazine/lil-miquela -ai-influencer-instagram-a4084566.html.

Xie-Carson, L., Benckendorff, P., & Hughes, K. (2021). Fake it to make it: Exploring Instagram users’ engagement with virtual influencers in tourism.

Yılmaz, M., Sezerel, H., & Uzuner, Y. (2020). Sharing experiences and interpretation of experiences: a phenomenological research on Instagram influencers. Current Issues in Tourism, 23(24), 3034-3041. DOI: https://doi.org/10.1080/13683500.2020.1763270

Zak, S., & Hasprova, M. (2020). The role of influencers in the consumer decision-making process. In SHS web of conferences (Vol. 74, p. 03014). EDP Sciences. DOI:

https://doi.org/10.1051/shsconf/20207403014

Appendices

Appendix 1: Survey

Block 1: Introduction

Block2: Randomized assignment: Virtual Macro-Influencer

Block 2: Randomized assignment: Human Macro-Influencer

Block 2: Randomized assignment: Human Micro-Influencer

Block 2: Randomized assignment: Virtual Micro-Influencer

Block 3: Manipulation Questions

Block 4: Familiarity and Attitude Checks

Block 5: Users ‘Willingness to Engage Measure

Block 6: Level of Identification Measures

Block 6: Level of Identification Measures

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