Authority Fragmentation in the Digital Age: A Social Network Analysis of Islamic Scholars and Influencers' Networks in Indonesia
Abstract
The rise of digital media has fundamentally reconfigured the landscape of Islamic religious authority in Indonesia, enabling a proliferating class of social media influencers to operate alongside and often in competition with traditionally trained ulama. This study maps the structural dynamics of authority networks among Islamic scholars and digital influencers on Instagram and YouTube using Social Network Analysis (SNA). Data were collected from 52 Indonesian-language Islamic accounts (minimum 100,000 followers) active in 2020–2024, coded into a relational matrix of 134 edges. Network visualization and centrality analysis were conducted in Gephi 0.10.1, applying degree centrality, betweenness centrality, closeness centrality, and bridging coefficient measures alongside Louvain modularity-based community detection. Results reveal four structurally distinct communities: Traditional Scholarship, Popular Dakwah, Progressive-Critical Islam, and Islamism/Political Islam. Traditional scholars dominate degree centrality (mean degree = 8.3) but record the lowest bridging coefficients (mean = 0.18), indicating structural insularity. Digital influencers exhibit the highest bridging coefficients (mean = 0.71), confirming their role as inter-community bridges, while Progressive-Critical Islam appears completely isolated (zero cross-community edges). These findings confirm that digital media accelerates authority fragmentation rather than unifying it, producing structurally disconnected clusters with significant implications for Islamic normative contestation and social cohesion in Indonesia. This study contributes novel insights by (1) empirically demonstrating authority fragmentation through a network-based analytical framework, (2) integrating classical sociological theories of authority with computational Social Network Analysis in the context of digital religion, and (3) revealing the structural brokerage role of digital influencers as key intermediaries in shaping contemporary Islamic discourse.
References
Abdol Ghapar, M., Shamsudin, A., Ngah, N. E., & Adenan, N. D. (2023). Social Media Content Creation: A Study of SMEs in Malaysia. International Journal of Academic Research in Business and Social Sciences, 13(4). https://doi.org/10.6007/IJARBSS/v13-i4/16517
Ahmadi, A., Yulianto, B., Ahmad, H., Yusuf, K., & Hariyati, N. R. (2025). Law and Identity: Cinematic Depictions of Muslim Women in Indonesia. Ulumuna, 29(2), 1014–1038. https://doi.org/10.20414/ujis.v29i2.1579
Ahmed, W., & Hardey, M. (2025). Social Network Analysis (SNA) for Disinformation. In Navigating the Web of Disinformation (pp. 29–45). Emerald Publishing Limited. https://doi.org/10.1108/978-1-83708-340-420251003
Amal, M. K., & Saat, N. (2022). Tolerance Without Liberalism. Epistemé: Jurnal Pengembangan Ilmu Keislaman, 16(02), 189–211. https://doi.org/10.21274/epis.2021.16.02.189-211
Askar, A., Nurdin, N., Pettalongi, A., Pettalongi, S. S., & Basire, J. H. I. T. (2025). Online Islamic knowledge sources and their authority in Islamic learning: A case study of Indonesian Muslim universities. Cogent Education, 12(1). https://doi.org/10.1080/2331186X.2025.2504236
Bunt, G. R. (2018). Hashtag Islam. University of North Carolina Press. https://doi.org/10.5149/northcarolina/9781469643168.001.0001
Chan, N., & Hew, W. W. (2023). Social Media and the Manufacturing of Malay-Muslim Insecurity. Stratsea. https://stratsea.com/social-media-and-the-manufacturing-of-malay-muslim-insecurity/
Damayanti, A., & Syukriyansyah. (2025). Moral Reasoning and Discourse Fragmentation in YouTube Comments on Sexual Violence Cases Involving Religious Authority. Jurnal Netnografi Komunikasi, 4(2), 212–229. https://doi.org/10.59408/jnk.v4i2.124
Faturahman, M. (2025). Juridical Analysis of The Authority of The Honorary Assembly of The Constitutional Court Against Alleged Violations of The Code of Ethics. Jurnal Indonesia Sosial Sains, 6(6), 1818–1832. https://doi.org/10.59141/jiss.v6i6.1766
Gandasari, D., Tjahjana, D., Dwidienawati, D., & Sugiarto, M. (2024). Bibliometric and Visualized Analysis of Social Network Analysis Research on Scopus Databases and VOSviewer. Cogent Business & Management, 11(1). https://doi.org/10.1080/23311975.2024.2376899
Gautam, V., & Gupta, S. (2023). Envisaging Modularity Detecting Communities in Networks: Gephi Visuals. Evergreen, 10(4), 2390–2397. https://doi.org/10.5109/7160929
Gunawan, G., & Lestari, A. (2021). Al-Ghazali’s Thoughts on Education and Its Relevance to Islamic Education in the Millennial Era. AJIS: Academic Journal of Islamic Studies, 6(1), 103–116. https://doi.org/10.29240/ajis.v6i1.2091
Guo, M., Long, W., Zhong, Y., & Zhang, W. (2025). Who knows more? The Role of Structural Hole Spanners in Accurate Information Identification on Social Media. Pacific-Basin Finance Journal, 93, 102826. https://doi.org/10.1016/j.pacfin.2025.102826
Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022). PRISMA2020: An R Package and Shiny App for Producing PRISMA 2020‐Compliant Flow Diagrams, with Interactivity for Optimized Digital Transparency and Open Synthesis. Campbell Systematic Reviews, 18(2). https://doi.org/10.1002/cl2.1230
Harahap, A., Sa’dan, I., Nasution, M. S., Siregra, A. R., Zulham, & Bustami. (2025). Digitization of Da’wah Transformation of Islamic Spirituality in the Contemporary. Proceeding International Seminar on Islamic Studies Vol., 6(1), 1615–1629.
Hariyanto, I., & Apipuddin. (2025). Hermeneutics of the Qur’an in Digital Space: Discourse Analysis of Interpretation and Religious Authority. Tahiro: Journal of Peace and Religious Mederation, 2(2), 139–150. https://doi.org/10.20414/tahiro.v2i2.14774
Haroon, H. (2023). A.W. Hamilton and the Translation of English Nursery Rhymes into Malay. Indonesia and the Malay World, 51(149), 73–99. https://doi.org/10.1080/13639811.2023.2168390
Husein, F., & Slama, M. (2018). Online Piety and Its Discontent: Revisiting Islamic Anxieties on Indonesian Social Media. Indonesia and the Malay World, 46(134), 80–93. https://doi.org/10.1080/13639811.2018.1415056
Ichwan, M. N., Mustaqim Pabbajah, & Faizal Amin. (2024). Digitization of Religious Tafsir: The Fading of Indonesian Ulama Authority in Post-Truth Era. Jurnal Studi Ilmu-Ilmu Al-Qur’an Dan Hadis, 25(2), 320–345. https://doi.org/10.14421/qh.v25i2.5545
Lee, S., & Peng, T.-Q. (2025). Bridging and Bonding: The Roles of Brokerage and Closure in Mobilizing Support Provision in Online Support Groups. PLOS One, 20(6), e0325108. https://doi.org/10.1371/journal.pone.0325108
Lin, W., Chang, J.-M., Liu, H., & Li, X.-Y. (2026). Identifying Social Network Influencers: A Scheme Based on TOPSIS and Network Decomposition. Expert Systems with Applications, 310, 131300. https://doi.org/10.1016/j.eswa.2026.131300
Mahasneh, A. A. M. (2025). Social Network Analysis: A New Lens for Digital Humanities and Social Science. In 2025 12th International Conference on Social Networks Analysis, Management and Security (SNAMS) (pp. 357–361). IEEE. https://doi.org/10.1109/snams67467.2025.11390907
Menchik, J. (2017). Islam and Democracy in Indonesia: Tolerance Without Liberalism. Cambridge University Press. https://books.google.co.id/books?id=UDr5sgEACAAJ
Menchik, J. (2019). Moderate Muslims and Democratic Breakdown in Indonesia. Asian Studies Review, 43(3), 415–433. https://doi.org/10.1080/10357823.2019.1627286
Min Kim, S., Banawiratma, J. B., & Sofjan, D. (2020). Religious Pluralism Discourse in Public Sphere of Indonesia: A Critical Application of Communicative Action Theory to Inter-religious Dialogue. Religió: Jurnal Studi Agama-Agama, 10(2), 158–188. https://doi.org/10.15642/religio.v10i2.1307
Muhtadi, B., & Muslim, K. (2020). Populism, Islamism, and Democratic Decline in Indonesia. The Middle East Institute, August, 1–7. https://www.routledge.com/Rising-Islamic-Conservatism-in-Indonesia-Islamic-Groups-and-Identity-Politics/Sebastian-Hasyim-Arifianto/p/book/9780367819415
Norhaidi, H. (2022). Salafism and the State: Islamic Activism and National Identity in Contemporary Indonesia, by Chris Chaplin. Bijdragen Tot de Taal-, Land- En Volkenkunde / Journal of the Humanities and Social Sciences of Southeast Asia, 178(2–3), 338–341. https://doi.org/10.1163/22134379-17802004
Noviandy, N., Zulkarnain, Z., & Mulyadi, M. (2025). The Contestation of Religious Authority and Living Sunnah: The Conflict Between Ulama of Dayah and Salafis & Wahhabis in West Aceh. Al-Tahrir: Jurnal Pemikiran Islam, 25(2), 347–376. https://doi.org/10.21154/altahrir.v25i2.11368
Nugroho, R. A., & Apriantoro, M. S. (2025). Digital Discourses on Takaful. In I-iECONS e-proceedings, 11(1), 520–533. Universiti Sains Islam Malaysia. https://doi.org/10.33102/i-iecons.v11i1.205
Nurhalimah, U., Faria, M., Kadafi, M., & Khoiri, A. (2026). Dakwah Islam di Era Digital: Peluang, Tantangan, dan Strategi Pemanfaatan Media Sosial Studi Analisis Peran Media Sosial dalam Penyebaran Nilai-Nilai Islam. Millatuna: Jurnal Studi Islam, 3(01), 123–133. https://doi.org/10.33752/mjsi.v3i01.11256
Purbasari, R., Munajat, E., & Fauzan, F. (2023). Digital Innovation Ecosystem on Digital Entrepreneur. International Journal of E-Entrepreneurship and Innovation, 13(1), 1–21. https://doi.org/10.4018/ijeei.319040
Rodríguez, D. G. (2022). Who are the allies of queer Muslims? Indonesia and the Malay World, 50(146), 96–117. https://doi.org/10.1080/13639811.2022.2015183
Setiawati, R. (2024). Radicalism and Salafism in Indonesia: Development and Movement of Transnational Ideology. Analisis: Jurnal Studi Keislaman, 24(2), 227–256.
Siregar, K. T., Zhakypkazy, I., & Uyuni, B. (2025). Indonesian Muballigh and Religious Authority: From Sanad to Algorithmic Transformation of Islamic Knowledge Transmission in the Digital Era. JURNAL INDO-ISLAMIKA, 15(2), 298–314. https://doi.org/10.15408/jii.v15i2.47052
Slama, M. (2024). Trending Islam: Cases from Southeast Asia. South East Asia Research, 32(1), 112–114. https://doi.org/10.1080/0967828X.2024.2319993
Sumeyye, Y. (2022). Heidi A. Campbell & Ruth Tsuria (Eds.), “Digital Religion: Understanding Religious Practice in Digital Media (2nd edition)”, Routledge, 2022. ISBN 978-0-367-25775-7. Al-Adabiya: Jurnal Kebudayaan Dan Keagamaan, 17(2), 123–129. https://doi.org/10.37680/adabiya.v17i2.1316
Syarifudin, S., Kudrotulloh, A., & Romadan, A. I. (2026). Islamic Philosophical Perspectives on Social Cohesion: Revisiting Classical Thought to Address Fragmentation in Post-Digital Muslim Communities. Harmony Philosophy: International Journal of Islamic Religious Studies and Sharia, 2(4), 1–15. https://doi.org/10.70062/harmonyphilosophy.v2i4.334
Taqwa, R. H., & Lubis, A. A. A. M. R. (2025). Digital Religion and Hybrid Practices: Negotiating Ritual and Authority Within Jama’ah Tabligh in Indonesia. Al-Tahrir: Jurnal Pemikiran Islam, 25(2), 323–346. https://doi.org/10.21154/altahrir.v25i2.11599
Uswatussolihah, U., Zaenab, S., & Syafriani, D. (2024). The Contestation of Religious Moderation in Digital Da’wah: Study on Buya Syakur and Buya Yahya YouTube Channels. Jurnal Dakwah Risalah, 35(2), 138. https://doi.org/10.24014/jdr.v35i2.32713
Widayat, Y. Y., Karlina, N., Munajat, M. D. E., & Ningrum, S. (2023). Mapping Policy Actors Using Social Network Analysis on Integrated Urban Farming Program in Bandung City. Sustainability, 15(12), 9612. https://doi.org/10.3390/su15129612
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