Social Media Influencers and Halal Product Purchase Intention: A Systematic Literature Review


International Research Journal of Economics and Management Studies
© 2026 by IRJEMS
Volume 5  Issue 5
Year of Publication : 2026
Authors : Rista Nurdianasari, Shabira Maharani, Zelika Nidya Damarani
irjems doi : 10.56472/25835238/IRJEMS-V5I5P128

Citation:

Rista Nurdianasari, Shabira Maharani, Zelika Nidya Damarani. "Social Media Influencers and Halal Product Purchase Intention: A Systematic Literature Review" International Research Journal of Economics and Management Studies, Vol. 5, No. 5, pp. 223-232, 2026. Crossref. http://doi.org/10.56472/25835238/IRJEMS-V5I5P128

Abstract:

The global halal market has experienced significant expansion, reaching an estimated value of USD 2.8 trillion, driven by the growing Muslim consumer population and increasing demand for halal-certified products across multiple categories, including food, cosmetics, and fashion. Concurrently, the proliferation of social media platforms has transformed consumer behavior, positioning Social Media Influencers (SMIs) as powerful mediators between brands and Muslim consumers. However, despite a growing body of empirical research examining the relationship between SMIs and halal product purchase intention, no comprehensive systematic review has synthesized these findings to identify consistent patterns, theoretical frameworks, and research gaps. This study addresses that gap by conducting a Systematic Literature Review (SLR) following the PRISMA 2020 protocol, analyzing 26 peer-reviewed articles published between 2021 and 2026, sourced from Scopus and Google Scholar databases. The findings reveal four overarching themes: (1) influencer credibility particularly trustworthiness, expertise, and authenticity—as the primary driver of purchase intention; (2) religiosity and halal awareness as contextual moderators that amplify influencer effects in Muslim consumer contexts; (3) platform and channel diversity, with Instagram and TikTok emerging as the most influential platforms; and (4) product category variations, with halal cosmetics and fashion receiving the most research attention. The study contributes a comprehensive theoretical synthesis of Source Credibility Theory, Theory of Planned Behavior, and Signaling Theory within the halal digital marketing context, and proposes a future research agenda for scholars and practitioners navigating the intersection of influencer marketing and Islamic consumer ethics.

References:

[1] Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
[2] Al-Kamal, A. R., Samsuri, A. S., & Bahaman, N. A. (2025). Behavioral perspectives of Gen Z on halal cosmetics purchase intentions in Northern Malaysia. Journal of Social Philanthropy and Halal Research, 3(1), 1–18.
[3] Aliva, R., Indra, R., & Aras, M. (2026). Instagram Reels, influencer credibility, and halal cosmetic purchase decisions. Moestopo International Review on Societies, Humanities & Sciences, 4(1), 1–15. https://doi.org/10.56943/mirshus.v4i1.161
[4] Alsaeed, G. R. (2026). Signalling credibility: Culture, religion, and ethics in Saudi influencer marketing. Research in Globalization, 12, 100362. https://doi.org/10.1016/j.resglo.2026.100362
[5] Amanah, D., Nuryanti, & Harahap, D. A. (2026). Brand attitude and influencer credibility in driving online purchase behavior of Wardah halal cosmetics in Indonesia. International Journal of Advances in Engineering and Management, 8(3), 1–10.
[6] Damayanti, S., Ninggar, N. D., & Sugiarto, E. (2024). The effect of influencer advertising on the intention to buy Wardah cosmetics in Indonesia. Innovative Marketing, 20(1), 88–100. https://doi.org/10.21511/im.20(1).2024.08
[7] Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008
[8] Dewi, R. K., & Gunanto, S. Y. A. (2023). The effect of e-WOM, halal awareness, influencer marketing and lifestyle on purchase decision of imported packaged food products. Indonesian Journal of Islamic Economics Research, 5(2), 1–15.
[9] DinarStandard. (2025). State of the global Islamic economy report 2024/25. DinarStandard. https://www.dinarstandard.com/insights/sgier-2024-25
[10] Eksan, M. K., & Sarji, A. (2025). Influencer marketing's impact on Gen Z's response to halal food advertising using mobile advertising attitudes. International Journal of Business and Technology Management, 7(1), 1–18.
[11] Elvira, D., & Haryani, T. (2022). The influence of YouTube beauty vloggers on Indonesian Muslim consumers' purchase intention of halal cosmetic products. NUsantara Islamic Economic Journal, 1(2), 1–12.
[12] Fathurrohman, M., Mukhsin, M., & Atiah, I. (2024). The effect of e-WOM, influencer marketing, and halal awareness on consumer buying interest in Mountea products. Jurnal Masharif al-Syariah: Jurnal Ekonomi dan Perbankan Syariah, 9(2), 1–15.
[13] Freberg, K., Graham, K., McGaughey, K., & Freberg, L. A. (2011). Who are the social media influencers? A study of public perceptions of personality. Public Relations Review, 37(1), 90–92. https://doi.org/10.1016/j.pubrev.2010.11.001
[14] Hariyadi, S., & Vedy, N. (2025). Social commerce and the rise of halal beauty: Investigating the drivers of Muslim consumer's purchase intention. Indonesian Interdisciplinary Journal of Sharia Economics, 8(3), 1–18.
[15] Harzing, A. W. (2007). Publish or Perish (Version 8) [Computer software]. https://harzing.com/resources/publish-or-perish
[16] Hasim, M. A., et al. (2025). Digital marketing strategies and consumer behaviour: Insights into online purchase intention for halal cosmetics in Malaysia. paperASIA, 41(1b), 1–12.
[17] Kinanti, A., Setiawan, M., Choirudin, & Ligery, A. (2025). The influence of social media marketing and corporate image on purchase intention of MS Glow products in the perspective of Islamic marketing. Jurnal Dinamika Ekonomi Syariah, 12(2), 1–15.
[18] Masood, A., Hijrah Hati, S. R., & Abdul Rahim, R. (2023). Social media marketing in the halal cosmetics industry: A systematic literature review. Journal of Islamic Marketing, 14(3), 785–812. https://doi.org/10.1108/JIMA-01-2021-0001
[19] Mehrabian, A., & Russell, J. A. (1974). An approach to environmental psychology. MIT Press.
[20] Mohd Yusof, N., et al. (2025). Exploring factors shaping halal product purchase intention in Malaysia. International Journal of Research and Innovation in Social Science, 9(9), 4497–4509. https://dx.doi.org/10.47772/IJRISS.2025.909000369
[21] Nabhani, M. (2025). Unveiling Gen Z Muslim purchase decisions: The role of product quality, social media, and halal labeling in Indonesia's instant noodle market. International Journal of Science and Environment, 4(2), 1–15.
[22] Ningsih, R., & Faraby, M. E. (2025). The influence of halal lifestyle, fashion trends, and viral marketing on Gen Z Muslim fashion purchasing decisions. Indonesian Interdisciplinary Journal of Sharia Economics, 8(2), 1–12.
[23] Nisa, C. M. (2023). S-O-R analysis of live streaming product promotions technology towards the buying impulses of Muslim consumers. Jurnal Ekonomi dan Bisnis Airlangga, 33(2), 1–15.
[24] Nofrizal, Aznuriyandi, Mahyarni, Samsir, Agusti, R., & Erisman. (2023). Changes and determinants of consumer shopping behavior in E-commerce and social media product Muslimah. Journal of Retailing and Consumer Services, 70, 103158. https://doi.org/10.1016/j.jretconser.2022.103158
[25] Noviyanti, D., & Albab, U. (2024). The potential of halal lifestyle enthusiasts content on social media towards enhancing halal awareness in Indonesia. AL-IKTISAB: Journal of Islamic Economic Law, 7(2), 1–18.
[26] Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Gluud, C., Mayo-Wilson, E., McDonald, S., McGuinness, L. A., Stewart, L. A., Thomas, J., Tricco, A. C., Welch, V. A., Whiting, P., & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71
[27] Rabbani, A., & Fachira, I. (2022). The effect of hijab worn by influencers in Muslim fashion product endorsement through Instagram towards purchase intention. Proceedings of the 7th International Conference on Management in Emerging Markets (ICMEM 2022), 1–10.
[28] Radfiq, M. H., & Samori, Z. (2025). Exploring the lived experiences of social media influencers in shaping halal consumer behavior through digital engagement. Journal of Halal Science and Management Research, 1(1), 1–15. https://doi.org/10.24191/jhsmr.v1i1.8995
[29] Rahmania, N., & Priyatno, H. (2025). The role of social media in promoting halal fashion among the youth generation. Jurnal At-Tamwil, 7(2), 1–15.
[30] Rahim, N. A., Rasool, M. S. A., Rusli, M. H. A., & Ani, R. (2021). The effects of social media influencer towards factors of Muslim millennial generation's attitude into halal food product purchase in Malaysia. International Journal of Academic Research in Business and Social Sciences, 11(8), 1–15. https://doi.org/10.6007/IJARBSS/v11-i8/10876
[31] Rizlah, D. P., Fitri, V. A., & Widigdo, A. M. N. (2025). Factors influencing consumer purchase intention in Syar'i hijabs: Insights in Indonesia's halal fashion market. International Journal of Marketing and Digital Creative, 3(1), 1–14. https://doi.org/10.31098/ijmadic.v3i1.3066
[32] Saraswati, N., Permana, A., & Gumelar, G. (2025). Indonesian halal beauty consumers’ impulse buying: Credibility, awareness, and FoMO explained. MIMBAR: Jurnal Sosial dan Pembangunan, 41(1), 31–42. https://doi.org/10.29313/mimbar.v41i1.4941
[33] Shin, J., Lew, Y. K., & Seo, M. (2025). Between fashion and piety: Hijab influencers and religious communities in the consumer socialization of Indonesian Muslims. Clothing and Textiles Research Journal, 43(1), 3–18. https://doi.org/10.1177/0887302X231191238
[34] Suhud, U., Allan, M., Hoo, W. C., & Juliana, J. (2025). Purchase intention of Muslim consumers on TikTok live stream: Assessing the role of trust, reliability, and TikTok marketing activities. International Journal of Data and Network Science, 9(4), 981–992. https://doi.org/10.5267/j.ijdns.2024.172
[35] Tazlia, I., Nurfadilah, D., & Pratama, S. (2023). Purchase intention of halal local beauty brand during COVID-19: The role of influencers’ credibility and halal awareness. Journal of Islamic Monetary Economics and Finance, 9(3), 397–418. https://doi.org/10.21098/jimf.v9i3.1623
[36] Thomas, J., & Harden, A. (2008). Methods for the thematic synthesis of qualitative research in systematic reviews. BMC Medical Research Methodology, 8(1), 45. https://doi.org/10.1186/1471-2288-8-45
[37] Tranfield, D., Denyer, D., & Smart, P. (2003). Towards a methodology for developing evidence-informed management knowledge by means of systematic review. British Journal of Management, 14(3), 207–222. https://doi.org/10.1111/1467-8551.00375.

Keywords:

Social Media Influencer, Halal Product, Purchase Intention, Muslim Consumer, Influencer Marketing, Systematic Literature Review.