THE ILLUSION OF CLOSENESS: HOW CREDIBILITY AND INTIMATE SELF-DISCLOSURE SHAPE IMITATION INTENTION IN INDONESIAN BEAUTY INFLUENCERS
DOI:
https://doi.org/10.32500/jebe.v8i1.11453Keywords:
Perceived Credibility, Intimate Self-Disclosure, Parasocial Relationship, Imitation Intention, Influencer MarketingAbstract
Social media influencers have become central to consumer behavior in Indonesia's beauty industry, yet existing influencer marketing literature has given disproportionate attention to purchase intention while overlooking imitation intention. This study examines how perceived credibility and intimate self-disclosure influence imitation intention among beauty influencer followers in Indonesia, with parasocial relationship as a mediating mechanism. Grounded in Social Learning Theory, Source Credibility Theory, and Parasocial Relationship Theory, the model was tested using PLS-SEM with data from 220 users following beauty influencers specializing in skincare content. Parasocial relationship was modeled as a higher-order construct comprising proximity, similarity, and attraction. Six of seven hypotheses were supported. Perceived credibility positively influenced parasocial relationship and imitation intention, while intimate self-disclosure positively influenced parasocial relationship but showed no significant direct effect on imitation intention. Parasocial relationship partially mediated the credibility–imitation relationship and fully mediated the self-disclosure–imitation relationship. These findings reveal a meaningful asymmetry: credibility operates through both relational and non-relational pathways, whereas self-disclosure achieves behavioral influence entirely through parasocial relationship. The results extend parasocial relationship theory to imitation as a distinct behavioral outcome beyond purchase and offer actionable implications for influencer selection and content strategy in Indonesia's beauty market.
References
Amelia, A., Kristiyani, P., Hartini, U., Ikhsan, R. B., Fernando, E., & Prasarry, Y. V. (2023). Beauty Influencer on Social Media: Credibility, Perceived Value, Trust and Purchase Intention of Skin Care Products. 2023 7th International Conference on New Media Studies (CONMEDIA), 110–115. https://doi.org/10.1109/CONMEDIA60526.2023.10428354
Ampornklinkaew, C. (2025). The role of social media influencers in influencing consumers’ imitation intentions. Digital Business, 5(2), 100143. https://doi.org/10.1016/j.digbus.2025.100143
Bandura, A. (1977). Social Learning Theory. Prentice-Hall. https://doi.org/10.1177/105960117700200317
Belanche, D., Casaló, L. V., Flavián, M., & Ibáñez-Sánchez, S. (2021). Building influencers’ credibility on Instagram: Effects on followers’ attitudes and behavioral responses toward the influencer. Journal of Retailing and Consumer Services, 61, 102585. https://doi.org/10.1016/j.jretconser.2021.102585
Cheng, Y., Chen, Y.-R. R., & Hung-Baesecke, C.-J. F. (2021). Social Media Influencers in CSR Endorsement: The Effect of Consumer Mimicry on CSR Behaviors and Consumer Relationships. Social Science Computer Review, 39(4), 744–761. https://doi.org/10.1177/0894439320987184
Chetioui, Y., Benlafqih, H., & Lebdaoui, H. (2020). How fashion influencers contribute to consumers’ purchase intention. Journal of Fashion Marketing and Management: An International Journal, 24(3), 361–380. https://doi.org/10.1108/JFMM-08-2019-0157
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates. https://utstat.toronto.edu/~brunner/oldclass/378f16/readings/CohenPower.pdf
DataReportal. (2025). Digital 2025: Indonesia. https://datareportal.com/reports/digital-2025-indonesia
De Araujo, S. V. I., Kamath, G. B., Pai, R. R., & Dhaigude, A. S. (2024). Consumer mimicry of sports influencers on social media: A study on how influencers’ traits influence consumer buying behaviors. Cogent Business & Management, 11(1), 2432539. https://doi.org/10.1080/23311975.2024.2432539
Fitriati, R., Madu Siwi, I. S., Munawaroh, & Rudiyanto. (2023). Mega-Influencers as Online Opinion Leaders: Establishing Cosmetic Brand Engagement on Social Media. Journal of Promotion Management, 29(3), 359–382. https://doi.org/10.1080/10496491.2022.2143992
Hair, Joe F., Hult, G. Tomas M., Ringle, Christian M., & Sarstedt, Marko. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3rd ed.). Sage.https://eli.johogo.com/Class/CCU/SEM/_A%20Primer%20on%20Partial%20Least%20Squares%20Structural%20Equation%20Modeling_Hair.pdf
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), e0249286. https://doi.org/10.1371/journal.pone.0249286
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
Horton, D., & Wohl, R. R. (1956). Mass Communication and Para-Social Interaction: Observations on Intimacy at a Distance. Psychiatry, 19(3), 215–229. https://doi.org/10.1080/00332747.1956.11023049
Hovland, Carl I., Janis, Irving L., & Kelley, Harold H. (1953). Communication and persuasion: Psychological studies of opinion change. Yale University Press. https://doi.org/10.1007/978-3-658-09923-7_5
Kementerian Perindustrian Republik Indonesia. (2025, February 17). Kemenperin Gadang Potensi Industri Kosmetik Semakin Gemilang. Direktorat Jenderal Industri Kecil, Menengah dan Aneka. https://ikm.kemenperin.go.id/kemenperin-gadang-potensi-industri-kosmetik-semakin-gemilang
Kim, J., & Song, H. (2016). Celebrity’s self-disclosure on Twitter and parasocial relationships: A mediating role of social presence. Computers in Human Behavior, 62, 570–577. https://doi.org/10.1016/j.chb.2016.03.083
Kim, S., Bickart, B. A., Brunel, F. F., & Pai, S. (2024). Unveiling influence: Influencer’s sensitive self-disclosure and its persuasive impact. Current Psychology, 43(28), 1–19. https://doi.org/10.1007/s12144-024-06116-z
Koay, K. Y., Lim, W. M., Kaur, S., Soh, K., & Poon, W. C. (2023). How and when social media influencers’ intimate self-disclosure fosters purchase intentions: The roles of congruency and parasocial relationships. Marketing Intelligence & Planning, 41(6), 790–809. https://doi.org/10.1108/MIP-06-2023-0246
Koay, K. Y., Cheah, C. W., & Yap, J. Y. (2024). Self-Influencer Congruence, Parasocial Relationships, Credibility, and Purchase Intentions: A Sequential Mediation Model. Journal of Relationship Marketing, 23(1), 1–20. https://doi.org/10.1080/15332667.2023.2216373
Kock, N. (2015). Common Method Bias in PLS-SEM: A Full Collinearity Assessment Approach. International Journal of e-Collaboration, 11(4), 1–10. https://doi.org/10.4018/ijec.2015100101
Lawrence, C., & Meivitawanli, B. (2023). The Role of Parasocial Relationships, Congruence and Source Credibility in Indonesia: A Study on Tiktok Live Streaming Commerce in the Cosmetics Industry. Australasian Business, Accounting and Finance Journal, 17(5), 39–51. https://doi.org/10.14453/aabfj.v17i5.05
Lee, J., & Kim, H. (2025). The Moderating Role of Homophily and Need for Uniqueness in the Relationship Between Anthropomorphism of Virtual Influencer and Intention to Imitate and Word of Mouth. International Journal of Human–Computer Interaction, 41(17), 10911–10922. https://doi.org/10.1080/10447318.2024.2439571
Leite, F. P., & Baptista, P. D. P. (2022). 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, 30(3), 295–311. https://doi.org/10.1080/10696679.2021.1935275
Leite, F. P., Pontes, N., & Baptista, P. D. P. (2022). Oops, I’ve overshared! When social media influencers’ self-disclosure damage perceptions of source credibility. Computers in Human Behavior, 133, 107274. https://doi.org/10.1016/j.chb.2022.107274
Leite, F. P., Pontes, N., & Schivinski, B. (2024). Influencer marketing effectiveness: Giving competence, receiving credibility. Journal of Travel & Tourism Marketing, 41(3), 307–321. https://doi.org/10.1080/10548408.2024.2317748
Li, J., Hosain, M. S., & Zaman, F. U. (2026). Parasocial Relationship, Brand Attitude, and Purchase Intention: A Dual Mediation Model. Journal of Relationship Marketing, 25(2), 124–168. https://doi.org/10.1080/15332667.2025.2508024
Liu, X., & Zheng, X. (2024). The persuasive power of social media influencers in brand credibility and purchase intention. Humanities and Social Sciences Communications, 11(1), 15. https://doi.org/10.1057/s41599-023-02512-1
Lu, Y., Liu, X., Hu, Y., & Zhu, C. (2023). Influence of livestreamers’ intimate self-disclosure on tourist responses: The lens of parasocial interaction theory. Journal of Hospitality and Tourism Management, 57, 170–178. https://doi.org/10.1016/j.jhtm.2023.10.003
Muhmin, A. H., Syah, T. Y. R., & Anggraeni, A. (2026). Parasocial relationship as a social-cognitive pathway in influencer marketing: Evidence from Indonesian beauty followers. Frontiers in Communication, 11, 1723759. https://doi.org/10.3389/fcomm.2026.1723759
Nah, H. S. (2022). The appeal of “real” in parasocial interaction: The effect of self-disclosure on message acceptance via perceived authenticity and liking. Computers in Human Behavior, 134, 107330. https://doi.org/10.1016/j.chb.2022.107330
Ohanian, R. (1990). Construction and Validation of a Scale to Measure Celebrity Endorsers’ Perceived Expertise, Trustworthiness, and Attractiveness. Journal of Advertising, 19(3), 39–52. https://doi.org/10.1080/00913367.1990.10673191
Omeish, F., Shaheen, A., Alharthi, S., & Alfaiza, A. (2025). Between human and AI influencers: Parasocial relationships, credibility, and social capital formation in a collectivist market: a study of TikTok users in the Middle East. Discover Sustainability, 6(1), 116. https://doi.org/10.1007/s43621-025-00891-w
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. https://doi.org/10.1080/0267257X.2019.1708781
Saini, S., & Bansal, R. (2025). Parasocial Relationships and Self-Disclosure: Strengthening Brand Image Through Brand Attitude in Premium Cosmetics. Journal of Promotion Management, 31(2), 337–366. https://doi.org/10.1080/10496491.2025.2466585
Sarstedt, M., Hair, J. F., Cheah, J.-H., Becker, J.-M., & Ringle, C. M. (2019). How to Specify, Estimate, and Validate Higher-Order Constructs in PLS-SEM. Australasian Marketing Journal, 27(3), 197–211. https://doi.org/10.1016/j.ausmj.2019.05.003
Schneewind, A., & Sharkasi, N. (2022). Analysis of the Impact of Brand Fit on Perceived Credibility of Social Media Influencers by European Millennials. In F. J. Martínez-López & L. F. Martinez (Eds.), Advances in Digital Marketing and eCommerce (pp. 191–207). Springer International Publishing. https://doi.org/10.1007/978-3-031-05728-1_22
Sokolova, K., Perez, C., & Vessal, S. R. (2024). Using social media for health: How food influencers shape home-cooking intentions through vicarious experience. Technological Forecasting and Social Change, 204, 123462. https://doi.org/10.1016/j.techfore.2024.123462
Su, B.-C., Wu, L.-W., Chang, Y.-Y.-C., & Hong, R.-H. (2021). Influencers on Social Media as References: Understanding the Importance of Parasocial Relationships. Sustainability, 13(19), 10919. https://doi.org/10.3390/su131910919
Tjhin, V. U., Wiliam, A., & Heliawanto, P. A. (2024). Brand Health Analysis of Local Beauty Products E-Commerce in Indonesia. 2024 International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA), 419–425. https://doi.org/10.1109/ICICYTA64807.2024.10913346
Tripopsakul, S., & Hoonsopon, D. (2025). Influencer Credibility, Parasocial Relationships, and Product Involvement in Purchase Intentions. Emerging Science Journal, 9(4), 2132–2144. https://doi.org/10.28991/ESJ-2025-09-04-021
Yáñez-Valdés, C., & Arias-Ramírez, A. (2025). Digital Trust and Mediated Persuasion: The Influence of Parasocial Relationships and Influencer Credibility on Social Media. In K. Mouloudj & A. C. Bouarar (Eds.), Insights on Consumer Psychology in the Digital Landscape (pp. 309–338). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3373-2424-1.ch011
Yang, C. Y., Koh, B. X., & Chew, K. W. (2025). How live streaming influences trust in social commerce: A parasocial relationship perspective. Telematics and Informatics, 99, 102274. https://doi.org/10.1016/j.tele.2025.102274
Yuan, C. L., Kim, J., & Kim, S. J. (2016). Parasocial relationship effects on customer equity in the social media context. Journal of Business Research, 69(9), 3795–3803. https://doi.org/10.1016/j.jbusres.2015.12.071
Zhang, H. (2025). Influencer-generated content on social media: How does influencers’ self-disclosure affect followers’ purchase intentions? Asia Pacific Journal of Marketing and Logistics, 37(2), 314–330. https://doi.org/10.1108/APJML-07-2023-0618
Zheng, L., Huang, B., Qiu, H., & Bai, H. (2024). The role of social media followers’ agency in influencer marketing: A study based on the heuristic–systematic model of information processing. International Journal of Advertising, 43(3), 554–579. https://doi.org/10.1080/02650487.2023.2229148
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