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Who are Portuguese followers of social media influencers (SMIs), and their attitudes towards SMIs? An exploratory study


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Ajzen, I. (1985). From intentions to actions: A theory of planned behavior. In Kuhl, J., Beckmann, J. (Eds.). Action control: From cognition to behavior (pp. 11-39). Berlin Heidelberg: Springer. Search in Google Scholar

An, J., & Weber, I. (2016). Greys anatomy vs. yankees: Demographics and Hashtag Use on Twitter. arXiv preprint. Retrieved from https://arxiv.org/abs/1603.01973. Search in Google Scholar

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. Search in Google Scholar

Auxier, B., & Anderson, M. (2021). Social media use in 2021. Pew Research Center, 1, 1-4. Search in Google Scholar

Aw, E. C. X., & Chuah, S. H. W. (2021). Stop the unattainable ideal for an ordinary me! fostering parasocial relationships with social media influencers: The role of self-discrepancy. Journal of Business Research, 132, 146-157. Search in Google Scholar

Bandura, A. (1969). Social-learning theory of identificatory processes. Handbook of socialization theory and research, 213, 262. Search in Google Scholar

Belanche, D., Casaló, L. V., Flavián, M., & Ibáñez-Sánchez, S. (2021). Understanding influencer marketing: The role of congruence between influencers, products and consumers. Journal of Business Research, 132, 186-195. Search in Google Scholar

Bergkvist, L., & Zhou, K. Q. (2016). Celebrity endorsements: a literature review and research agenda. International Journal of Advertising, 35(4), 642-663. Search in Google Scholar

Bhattacharya, A. (2023). Parasocial interaction in social media influencer-based marketing: An SEM approach. Journal of Internet Commerce, 22(2), 272-292. Search in Google Scholar

Breves, P., Amrehn, J., Heidenreich, A., Liebers, N., & Schramm, H. (2021). Blind trust? The importance and interplay of parasocial relationships and advertising disclosures in explaining influencers’ persuasive effects on their followers. International Journal of Advertising, 40(7), 1209-1229. Search in Google Scholar

Britt, R. K., Hayes, J. L., Britt, B. C., & Park, H. (2020). Too big to sell? A computational analysis of network and content characteristics among mega and micro beauty and fashion social media influencers. Journal of Interactive Advertising, 20(2), 111-118. Search in Google Scholar

Brunborg, G. S., & Andreas, J. B. (2019). Increase in time spent on social media is associated with modest increase in depression, conduct problems, and episodic heavy drinking. Journal of Adolescence, 74, 201-209. https://doi.org/10.1016/j.adolescence.2019.06.013 Search in Google Scholar

Brunborg, G. S., Skogen, J. C., & Andreas, J. B. (2022). Time spent on social media and alcohol use among adolescents: A longitudinal study. Addictive Behaviors, 130, 107294. Search in Google Scholar

Budree, A., Fietkiewicz, K., & Lins, E. (2019). Investigating usage of social media platforms in South Africa. The African Journal of Information Systems, 11(4), 314-336. Search in Google Scholar

Bush, A. J., Martin, C. A., & Bush, V. D. (2004). Sports celebrity influence on the behavioral intentions of generation Y. Journal of Advertising Research, 44(1), 108-118. Search in Google Scholar

Caruelle, D. (2023). Influencer Marketing: A Triadically Interactive Relationship Between Influencers, Followers, and Brands. In Wang, C.L. (Ed.) The Palgrave Handbook of Interactive Marketing (pp. 623-640). Palgrave Macmillan, Cham. Search in Google Scholar

Castillo-Abdul, B., Romero-Rodríguez, L. M., & Balseca, J. (2021). Hola followers! Content analysis of YouTube channels of female fashion influencers in Spain and Ecuador. Sage Open, 11(4), 21582440211056609. Search in Google Scholar

Chaiken, S. (1980). Heuristic versus systematic information processing and the use of source versus message cues in persuasion. Journal of Personality and Social Psychology, 39(5), 752. Search in Google Scholar

Cheung, M. L., Leung, W. K., Aw, E. C. X., & Koay, K. Y. (2022). “I follow what you post!”: The role of social media influencers’ content characteristics in consumers’ online brand-related activities (COBRAs). Journal of Retailing and Consumer Services, 66, Article number 102940. Search in Google Scholar

Chopra, A., Avhad, V., & Jaju, A. S. (2021). Influencer marketing: An exploratory study to identify antecedents of consumer behavior of millennial. Business Perspectives and Research, 9(1), 77-91. Search in Google Scholar

Coyne, S. M., Rogers, A. A., Zurcher, J. D., Stockdale, L., & Booth, M. (2020). Does time spent using social media impact mental health?: An eight year longitudinal study. Computers in Human Behavior, 104, Article number 106160. Search in Google Scholar

Croes, E., & Bartels, J. (2021). Young adults’ motivations for following social influencers and their relationship to identification and buying behavior. Computers in Human Behavior, 124, Article number 106910. Search in Google Scholar

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

Duffy, B. E., & Hund, E. (2015). “Having it all” on social media: Entrepreneurial femininity and self-branding among fashion bloggers. Social Media+ Society, 1(2), 2056305115604337. Search in Google Scholar

Farivar, S., Wang, F., & Turel, O. (2022). Followers’ problematic engagement with influencers on social media: An attachment theory perspective. Computers in Human Behavior, 133, Article number 107288. Search in Google Scholar

Fu, J. R., & Chen, J. H. (2012). An investigation of factors that influence blog advertising effectiveness. International Journal of Electronic Business Management, 10(3). Search in Google Scholar

Gerrath, M. H., & Usrey, B. (2021). The impact of influencer motives and commonness perceptions on follower reactions toward incentivized reviews. International Journal of Research in Marketing, 38(3), 531-548. Search in Google Scholar

Hassan, S. H., Teo, S. Z., Ramayah, T., & Al-Kumaim, N. H. (2021). The credibility of social media beauty gurus in young millennials’ cosmetic product choice. Plos one, 16(3), Article number e0249286. Search in Google Scholar

Hair, J.F., Hult, G.T.M., Ringle, C.M., Sarstedt, M., Danks, N.P., & Ray, S. (2021). Evaluation of Reflective Measurement Models. In: Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R. Classroom Companion: Business. Springer, Cham. https://doi.org/10.1007/978-3-030-80519-7_4 Search in Google Scholar

Hovland, C. I., & Weiss, W. (1951). The influence of source credibility on communication effectiveness. Public Opinion Quarterly, 15(4), 635-650. Search in Google Scholar

Jones, A. R., & Lee, S. E. (2022). Factors influencing engagement in fashion brands’ Instagram posts. Fashion Practice, 14(1), 99-123. Search in Google Scholar

Keles, B., McCrae, N., & Grealish, A. (2020). A systematic review: the influence of social media on depression, anxiety and psychological distress in adolescents. International Journal of Adolescence and Youth, 25(1), 79-93. Search in Google Scholar

Khan, M. L. (2017). Social media engagement: What motivates user participation and consumption on YouTube?. Computers in Human Behavior, 66, 236-247. Search in Google Scholar

Ki, C. W. C., Cuevas, L. M., Chong, S. M., & Lim, H. (2020). Influencer marketing: Social media influencers as human brands attaching to followers and yielding positive marketing results by fulfilling needs. Journal of Retailing and Consumer Services, 55, Article number 102133. Search in Google Scholar

Ki, C. W., Chow, T. C., & Li, C. (2022). Bridging the trust gap in influencer marketing: Ways to sustain consumers’ trust and assuage their distrust in the social media influencer landscape. International Journal of Human–Computer Interaction, 1-16. Search in Google Scholar

Kircaburun, K., Alhabash, S., Tosuntaş, Ş. B., & Griffiths, M. D. (2020). Uses and gratifications of problematic social media use among university students: A simultaneous examination of the Big Five of personality traits, social media platforms, and social media use motives. International Journal of Mental Health and Addiction, 18, 525-547. Search in Google Scholar

Lam, S. K., Ahearne, M., Hu, Y., & Schillewaert, N. (2010). Resistance to brand switching when a radically new brand is introduced: A social identity theory perspective. Journal of Marketing, 74(6), 128-146. Search in Google Scholar

Liu, M., Kamper-DeMarco, K. E., Zhang, J., Xiao, J., Dong, D., & Xue, P. (2022). Time Spent on Social Media and Risk of Depression in Adolescents: A Dose–Response Meta-Analysis. International Journal of Environmental Research and Public Health, 19(9), 5164. Search in Google Scholar

Lou, C. (2022). Social media influencers and followers: Theorization of a trans-parasocial relation and explication of its implications for influencer advertising. Journal of Advertising, 51(1), 4-21. Search in Google Scholar

Lou, C., & Yuan, S. (2018). Understanding social media influencer marketing and its influence on consumer behavior: a theoretical framework and empirical evidence. In American Academy of Advertising. Conference. Proceedings (Online) (pp. 146-146). American Academy of Advertising. Search in Google Scholar

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. Search in Google Scholar

Magrizos, S., Lamprinakos, G., Fang, Y., & Drossos, D. (2021). Taking It a Step Further: When do Followers Adopt Influencers’ Own Brands?. Review of Marketing Science, 19(1), 53-74. Search in Google Scholar

Malinen, S., & Koivula, A. (2020). Influencers and targets on social media: Investigating the impact of network homogeneity and group identification on online influence. First Monday, 25(4). Search in Google Scholar

Montag, C., & Elhai, J. D. (2023). On Social Media Design,(Online-) Time Well-spent and Addictive Behaviors in the Age of Surveillance Capitalism. Current Addiction Reports, 1-7. Search in Google Scholar

Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric Theory. New York. NY: McGraw-Hill. Search in Google Scholar

Petty, R. E., & Cacioppo, J. T. (2012). Communication and persuasion: Central and peripheral routes to attitude change. Springer Science and Business Media. Search in Google Scholar

Pradhan, D., Kuanr, A., Anupurba Pahi, S., & Akram, M. S. (2023). Influencer marketing: When and why gen Z consumers avoid influencers and endorsed brands. Psychology and Marketing, 40(1), 27-47. Search in Google Scholar

Romão, M. T., Moro, S., Rita, P., & Ramos, P. (2019). Leveraging a luxury fashion brand through social media. European Research on Management and Business Economics, 25(1), 15-22. Search in Google Scholar

Kemp, S. (2023). Digital 2022: Global Overview Report. Search in Google Scholar

Tafesse, W., & Wood, B. P. (2022). Social media influencers’ community and content strategy and follower engagement behavior in the presence of competition: an Instagram-based investigation. Journal of Product and Brand Management, 32(3), 406-419. Search in Google Scholar

Thompson, S. H., & Lougheed, E. (2012). Frazzled by Facebook? An exploratory study of gender differences in social network communication among undergraduate men and women. College Student Journal, 46(1), 88-99. Search in Google Scholar

Thomson, M. (2006). Human brands: Investigating antecedents to consumers’ strong attachments to celebrities. Journal of Marketing, 70(3), 104-119. Search in Google Scholar

Van Laer, T., Feiereisen, S., & Visconti, L. M. (2019). Storytelling in the digital era: A meta-analysis of relevant moderators of the narrative transportation effect. Journal of Business Research, 96, 135-146. Search in Google Scholar

Vrontis, D., Makrides, A., Christofi, M., & Thrassou, A. (2021). Social media influencer marketing: A systematic review, integrative framework and future research agenda. International Journal of Consumer Studies, 45(4), 617-644. Search in Google Scholar

We Are Social, DataReportal, & Meltwater (2023). Most popular social networks worldwide as of January 2023, ranked by number of monthly active users (in millions) [Graph]. Retrieved from https://www.statista.com/statistics/272014/global-social-networks-ranked-by-number-of-users/. Search in Google Scholar

Wellman, M. L., Stoldt, R., Tully, M., & Ekdale, B. (2020). Ethics of authenticity: Social media influencers and the production of sponsored content. Journal of Media Ethics, 35(2), 68-82. Search in Google Scholar

Ye, Z., Hashim, N. H., Baghirov, F., & Murphy, J. (2018). Gender differences in Instagram hashtag use. Journal of Hospitality Marketing and Management, 27(4), 386-404. Search in Google Scholar

Yuan, S., & Lou, C. (2020). How social media influencers foster relationships with followers: The roles of source credibility and fairness in parasocial relationship and product interest. Journal of Interactive Advertising, 20(2), 133-147. Search in Google Scholar