Virtual Directed Radicalization: Digital Bai'at and "DIY" Terrorism Among Adolescents
DOI:
https://doi.org/10.51278/bce.v6i2.2767Keywords:
Cyber radicalization, Virtually Directed Radicalization, Do-It-Yourself , TerrorismAbstract
This study examines the cyber radicalization process among Indonesian adolescents, analyzing their transition from digital exposure to operational readiness for terrorism. Utilizing a qualitative case study approach, data were collected through in-depth interviews and document analysis of three adolescents exposed to radical ideologies. The findings were interpreted through the Three Stages of Terrorism Framework. Results reveal a structured progression: the pre-radicalism phase is driven by psychosocial vulnerabilities and identity crises; the exposure phase is accelerated by social media algorithms, filter bubbles, and echo chambers; and the terror act phase manifests in operational capabilities, including online pledges of allegiance (bai'at) and "Do-It-Yourself" (DIY) bomb-making. Furthermore, the study introduces the concept of Virtually Directed Radicalization (VDR), illustrating how anonymous online facilitators remotely guide vulnerable youth from passive content consumption to binding operational commitments. The study concludes that cyberspace now functions not merely as a propaganda medium, but as a comprehensive ecosystem for ideological indoctrination and clandestine operational preparation, necessitating urgent, digitally informed counterterrorism and psychosocial interventions.
References
Abbas, A. I. (2024). Modernitas, Globalisasi, dan Realisme Sosial: Perspektif Anthony Giddens Terhadap Perubahan Sosial. Al-Musthalah: Jurnal Riset Dan Penelitian Multi Disiplin, 2. https://doi.org/10.31958/lathaif.v1i1.5926
Abdalla Mikhaeil, C., & Baskerville, R. L. (2024). Explaining online conspiracy theory radicalization: A second-order affordance for identity-driven escalation. Information Systems Journal, 34(3), 711–735. https://doi.org/10.1111/ISJ.12427
Almeida, L. G., Garcia, A. C. B., & Simões, J. E. (2025). Polarisation, filter bubbles and radicalisation on YouTube: a systematic literature review. International Journal of Web Based Communities, 21(4), 324–347. https://doi.org/10.1504/IJWBC.2025.149347
Areeb, Q. M., Nadeem, M., Sohail, S. S., Imam, R., Doctor, F., Himeur, Y., Hussain, A., & Amira, A. (2023). Filter bubbles in recommender systems: Fact or fallacy—A systematic review. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 13(6), e1512. https://doi.org/10.1002/WIDM.1512;WEBSITE:WEBSITE:WIRES;ISSUE:ISSUE:DOI
Avin, C., Daltrophe, H., & Lotker, Z. (2024). On the impossibility of breaking the echo chamber effect in social media using regulation. Scientific Reports, 14(1), 1107. https://doi.org/10.1038/S41598-023-50850-6
Bakirov, A., & Suleimenov, I. (2025). Theoretical Bases of Methods of Counteraction to Modern Forms of Information Warfare. Computers 2025, Vol. 14, Page 410, 14(10), 410. https://doi.org/10.3390/COMPUTERS14100410
Beznosov, M. A., Анатольевич, Б. М., Golikov, A. S., & Сергеевич, Г. А. (2022). Digital Echo Chambers as Phenomenon of Political Space. RUDN Journal of Political Science, 24(3), 499–516. https://doi.org/10.22363/2313-1438-2022-24-3-499-516
Binder, J. F., & Kenyon, J. (2022). Terrorism and the internet: How dangerous is online radicalization? Frontiers in Psychology, 13, 997390. https://doi.org/10.3389/FPSYG.2022.997390/TEXT
Byeon, H. (2026). The impact of social isolation and digital exclusion on mental and physical health in older adults: A meta-analysis. Medicine, 105(4), e46010. https://doi.org/10.1097/MD.0000000000046010
Çıtak, E. (2025). Not that lonely! assessing the “socialization” role of online environment in the radicalization process of lone wolves. EDPACS, 70(10), 14–32. https://doi.org/10.1080/07366981.2025.2492982
Conway, M. (2017). Determining the Role of the Internet in Violent Extremism and Terrorism: Six Suggestions for Progressing Research. Studies in Conflict & Terrorism, 40(1), 77–98. https://doi.org/10.1080/1057610X.2016.1157408
Elsayed, S., Elsayed, S., Salah, A., Elhenawy, I., & Abdellah, M. (2025). Predicting stock prices using ensemble learning techniques. International Journal of Electrical and Computer Engineering (IJECE), 15(2), 1783–1792. https://doi.org/10.11591/ijece.v15i2.pp1783-1792
Emezue, C. (2020). Digital or Digitally Delivered Responses to Domestic and Intimate Partner Violence During COVID-19. JMIR Public Health and Surveillance, 6(3), e19831. https://doi.org/10.2196/19831
Frissen, T. (2021). Internet, the Great Radicalizer? Exploring Relationships between Seeking for Online Extremist Materials and Cognitive Radicalization in Young Adults. Computers in Human Behavior, 114, 106549. https://doi.org/10.1016/j.chb.2020.106549
Ganaie, N. A. (2026). The role of artificial intelligence in radicalisation, recruitment and terrorist propaganda: deconstructing violent extremism and reimagining counterterrorism in contemporary digital ecosystems. Frontiers in Political Science, 7, 1718396. https://doi.org/10.3389/FPOS.2025.1718396/TEXT
Goel, V., Sahnan, D., Dutta, S., Bandhakavi, A., & Chakraborty, T. (2023). Hatemongers ride on echo chambers to escalate hate speech diffusion. PNAS Nexus, 2(3), pgad041. https://doi.org/10.1093/PNASNEXUS/PGAD041
Grajek, M., Wagner-Tomaszewska, T., & Jurys, T. (2026). Digital Isolation: The Impact of Social Media and Emerging Technologies on Mental Health. Healthcare 2026, Vol. 14, Page 1701, 14(12), 1701. https://doi.org/10.3390/HEALTHCARE14121701
Harpviken, A. N. (2019). Psychological Vulnerabilities and Extremism Among Western Youth: A Literature Review. Adolescent Research Review 2019 5:1, 5(1), 1–26. https://doi.org/10.1007/S40894-019-00108-Y
Hollewell, G. F., & Longpré, N. (2022). Radicalization in the Social Media Era: Understanding the Relationship between Self-Radicalization and the Internet. International Journal of Offender Therapy and Comparative Criminology, 66(8), 896–913. https://doi.org/10.1177/0306624X211028771;WEBSITE:WEBSITE:SAGE;ISSUE:ISSUE:DOI
Keijzer, M. A., & Mäs, M. (2022). The complex link between filter bubbles and opinion polarization. Data Science, 5(2), 139–166. https://doi.org/10.3233/DS-220054;WEBSITE:WEBSITE:SAGE;REQUESTEDJOURNAL:JOURNAL:DSCA;WGROUP:STRING:PUBLICATION
Klein, E., & Walton, J. (2024). Mapping future work skills in the bachelor of arts: findings from an Australian study. Higher Education Research and Development, 43(1), 104–118. https://doi.org/10.1080/07294360.2023.2228218
Kunst, J. R., Obaidi, M., Gollwitzer, A., Brandtzæg, P. B., Hinrichs, Y., Saini, N., & Schroeder, D. T. (2026). Intelligent Systems, Vulnerable Minds: A Framework for Radicalization to Violence in the Age of AI. Personality and Social Psychology Review. https://doi.org/10.1177/10888683261430089;WGROUP:STRING:PUBLICATION
Liu, M., Zhang, H., Liu, M., Chen, D., Zhuang, Z., Wang, X., Zhang, L., Peng, D., & Wang, Q. (2024). Randomizing Human Brain Function Representation for Brain Disease Diagnosis. IEEE Transactions on Medical Imaging, 43(7), 2537–2546. https://doi.org/10.1109/TMI.2024.3368064
Masri-zada, T., Martirosyan, S., Abdou, A., Barbar, R., Kades, S., Makki, H., Haley, G., & Agrawal, D. K. (2025). The Impact of Social Media & Technology on Child and Adolescent Mental Health. Journal of Psychiatry and Psychiatric Disorders, 9(2), 111. https://doi.org/10.26502/jppd.2572-519x0242
Mohiuddin, A. (2023). Islamism in the Digital Age: The Role of Cyberspace in Transforming Religious Authority. Navigating Religious Authority in Muslim Societies, 203–236. https://doi.org/10.1007/978-3-031-44825-6_6
Onditi, F. (2021). New Possibilities for a Peaceful Digital Society in Violence Prevalent Geographies. Journal of Peacebuilding and Development, 16(2), 162–178. https://doi.org/10.1177/1542316620958673;PAGE:STRING:ARTICLE/CHAPTER
Polri, D. H. (2026). Rakernis Densus 88 Soroti Ancaman Ekstremisme Digital Terhadap Anak.
Prasad, N., Diro, A., Warren, M., & Fernando, M. (2025). A survey of cyber threat attribution: Challenges, techniques, and future directions. Computers & Security, 157, 104606. https://doi.org/10.1016/J.COSE.2025.104606
Prindani, A., & Syauqillah, M. (2025). Digital Pathways to Radicalization: Step to Terrorism with Understanding Social, Psychological, and Technological Dimensions of Terrorism in Indonesia. Salud, Ciencia y Tecnología, 5, 2365. https://doi.org/10.56294/saludcyt20252365
Regehr, K., Shaughnessy, C., Zhao, M., Cambazoglu, I., Turner, A., & Shaughnessy, N. (2025). Normalizing toxicity: the role of recommender algorithms for young people’s mental health and social wellbeing. Frontiers in Psychology, 16, 1523649. https://doi.org/10.3389/FPSYG.2025.1523649/TEXT
Reyna, C., Bellovary, A., & Harris, K. (2022). The Psychology of White Nationalism: Ambivalence Towards a Changing America. Social Issues and Policy Review, 16(1), 79–124. https://doi.org/10.1111/SIPR.12081;REQUESTEDJOURNAL:JOURNAL:17512409;WGROUP:STRING:PUBLICATION
Rodilosso, E., & Rodilosso, E. (2024). Filter Bubbles and the Unfeeling: How AI for Social Media Can Foster Extremism and Polarization. Philosophy & Technology 2024 37:2, 37(2), 71-. https://doi.org/10.1007/S13347-024-00758-4
Rothut, S., Schulze, H., Hohner, J., Greipl, S., & Rieger, D. (2026). Radicalization and the internet: 25 years of (online) radicalization research. The Communication Review. https://doi.org/10.1080/10714421.2026.2658935
Shaw, A. (2023). Social media, extremism, and radicalization. Science Advances, 9(35), eadk2031. https://doi.org/10.1126/SCIADV.ADK2031
Sholehoddin, Azkiya, M. A. Al, Kaloko, I. F., & Chairil, A. (2025). The Dynamics of Transnational Religious Movements on the Resilience of the Pancasila Ideology. Jurnal Pelita Raya, 1(3), 198–214. https://doi.org/10.65586/JPR.V1I3.33
SinPo.id. (2025). BNPT Temukan 21.199 Konten Radikalisme dan Terorisme Sepanjang 2025.
Stockhammer, N. (2025). From TikTok to Terrorism? The Online Radicalization of European Lone Attackers since October 7, 2023. CTC Sentinel, 18(7), 16–28.
Stockhammer, N. (2026). Seven Key Trends of Transnational Terrorism: The Current Threat Matrix for Europe. 395–422. https://doi.org/10.1007/978-3-658-50490-8_19
Sulfikar, A. (2019). Swa-radikalisasi Melalui Media Sosial di Indonesia. Jurnal Jurnalisa, 4(1). https://doi.org/10.24252/jurnalisa.v4i1.5622
Valentini, D., Lorusso, A. M., & Stephan, A. (2020). Onlife Extremism: Dynamic Integration of Digital and Physical Spaces in Radicalization. Frontiers in Psychology, 11, 481289. https://doi.org/10.3389/FPSYG.2020.00524/TEXT
Walther, S., & Rice, S. (2024). Out-Group Antagonism and Radicalization in Digital Echo Chambers. Journal of Cyber Extremism, 12(2), 45–62.
Whittaker, J. (2022). Rethinking Online Radicalization. Perspectives on Terrorism, 16(4), 27–40.
Widiarni, F., Pratiwi, I., Muda, Y., & Islam Negeri Sultan Syarif Kasim Riau, U. (2024). Dinamika Radikalisme di Dunia Maya: Analisis Tren dan Strategi Pencegahan. Journal of Education Research, 5(3), 3346–3352. https://doi.org/10.37985/JER.V5I3.1274
Windsor, L. (2020). The Language of Radicalization: Female Internet Recruitment to Participation in ISIS Activities. Terrorism and Political Violence, 32(3), 506–538. https://doi.org/10.1080/09546553.2017.1385457
Wolfowicz, M., Litmanovitz, Y., Weisburd, D., & Hasisi, B. (2021). Examining the Interactive Effects of the Filter Bubble and the Echo Chamber on Radicalization. Journal of Experimental Criminology, 19(1), 119–141. https://doi.org/10.1007/s11292-021-09471-0
Yaacoub, J. P. A., Salman, O., Noura, H. N., Kaaniche, N., Chehab, A., & Malli, M. (2020). Cyber-physical systems security: Limitations, issues and future trends. Microprocessors and Microsystems, 77, 103201. https://doi.org/10.1016/J.MICPRO.2020.103201
Yesilada, M., & Lewandowsky, S. (2022). Systematic Review: YouTube Recommendations and Problematic Content. Internet Policy Review, 11(1), 1–22. https://doi.org/10.14763/2022.1.1652
Yu, X., Haroon, M., Menchen-Trevino, E., & Wojcieszak, M. (2024). Nudging recommendation algorithms increases news consumption and diversity on YouTube. PNAS Nexus, 3(12), pgae518. https://doi.org/10.1093/PNASNEXUS/PGAE518
Zabieno, A. S., Damayanti, D., & Abdullah, A. Z. (2025). The Role of AI, Filter Bubbles, and Echo Chambers in Political and Religious Polarization on Social Media. Dinamika Penelitian: Media Komunikasi Penelitian Sosial Keagamaan, 25(2), 102–118. https://doi.org/10.21274/DINAMIKA.2025.25.2.102-118
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Muhamad Syauqillah, Ami Prindani, Juwarti Hafsah, Achmad Sauri

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

