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Micro, macro and mega-influencers on instagram: The power of persuasion via the parasocial relationship

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  • Conde, Rita
  • Casais, Beatriz

Abstract

This study analyzes the effect of the parasocial relationship on the audience’s intention to adopt the recommendations of micro, macro and mega-influencers, considering the number of followers, perceived popularity and opinion leadership. A sample of 140 Portuguese social media influencers (SMIs) was classified into micro, macro or mega-influencers. 577 valid responses to a questionnaire were analyzed using Andrew Hayes’ macro PROCESS for SPSS. The findings suggest that the indirect effect between the number of followers and the intention to adopt SMIs’ recommendations is mediated by the perceived popularity and opinion leadership, and are moderated by the parasocial relationship. Significant differences are found between micro, macro and mega-influencers in terms of credibility, attractiveness and established relationship. The categorization into micro, macro and mega-influencers is adapted to the context of a small country. This paper provides relevant information on the process of SMI selection.

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  • 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).
    • Handle: RePEc:eee:jbrese:v:158:y:2023:i:c:s0148296323000668
    DOI: 10.1016/j.jbusres.2023.113708
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    References listed on IDEAS

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    1. Audrezet, Alice & de Kerviler, Gwarlann & Guidry Moulard, Julie, 2020. "Authenticity under threat: When social media influencers need to go beyond self-presentation," Journal of Business Research, Elsevier, vol. 117(C), pages 557-569.
    2. Ladhari, Riadh & Massa, Elodie & Skandrani, Hamida, 2020. "YouTube vloggers’ popularity and influence: The roles of homophily, emotional attachment, and expertise," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    3. 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).
    4. Magno, Francesca, 2017. "The influence of cultural blogs on their readers’ cultural product choices," International Journal of Information Management, Elsevier, vol. 37(3), pages 142-149.
    5. 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).
    6. Sheikhahmadi, Amir & Nematbakhsh, Mohammad Ali & Zareie, Ahmad, 2017. "Identification of influential users by neighbors in online social networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 486(C), pages 517-534.
    7. Teresa Borges-Tiago, Maria & Santiago, Joanna & Tiago, Flavio, 2023. "Mega or macro social media influencers: Who endorses brands better?," Journal of Business Research, Elsevier, vol. 157(C).
    8. Belanche, Daniel & Casaló, Luis V. & Flavián, Marta & Ibáñez-Sánchez, Sergio, 2021. "Understanding influencer marketing: The role of congruence between influencers, products and consumers," Journal of Business Research, Elsevier, vol. 132(C), pages 186-195.
    9. Uzunoğlu, Ebru & Misci Kip, Sema, 2014. "Brand communication through digital influencers: Leveraging blogger engagement," International Journal of Information Management, Elsevier, vol. 34(5), pages 592-602.
    10. Kim, Do Yuon & Kim, Hye-Young, 2021. "Influencer advertising on social media: The multiple inference model on influencer-product congruence and sponsorship disclosure," Journal of Business Research, Elsevier, vol. 130(C), pages 405-415.
    11. Uribe, Rodrigo & Buzeta, Cristian & Velásquez, Milenka, 2016. "Sidedness, commercial intent and expertise in blog advertising," Journal of Business Research, Elsevier, vol. 69(10), pages 4403-4410.
    12. Campbell, Colin & Farrell, Justine Rapp, 2020. "More than meets the eye: The functional components underlying influencer marketing," Business Horizons, Elsevier, vol. 63(4), pages 469-479.
    13. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    14. Sakib, MD Nazmus & Zolfagharian, Mohammadali & Yazdanparast, Atefeh, 2020. "Does parasocial interaction with weight loss vloggers affect compliance? The role of vlogger characteristics, consumer readiness, and health consciousness," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
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