Bibliometric Analysis of the Integration of Da'wah Values and Digital Literacy in Formal Islamic Education in Yogyakarta 2020-2024
Abstract
The rapid digital transformation has significantly reshaped education, communication, and religious practices, including the landscape of formal Islamic education. Traditional da’wah methods, such as mosque-based preaching, are increasingly supplanted by digital platforms like social media and podcasts, necessitating innovative approaches to engage Millennials (born 1981-1996) and Generation Z (born 1997-2012). This study maps trends in the integration of da’wah values and digital literacy within Yogyakarta’s Islamic education system from 2020 to 2024 through a bibliometric analysis guided by the PRISMA protocol. From an initial pool of 150 articles retrieved from Scopus, SINTA, and Google Scholar, 68 were included following rigorous screening and eligibility assessment. Findings indicate a publication surge in 2022, reflecting accelerated post-pandemic digital adoption. TikTok and Instagram emerged as the dominant platforms for digital da’wah (featured in 65% of studies), displacing conventional preaching methods. While many madrasahs have begun integrating digital literacy into curricula, 45% still lack technical implementation guidelines, and only 30% of studies discuss educator training initiatives. Bibliometric mapping highlights strong thematic linkages between “digital da’wah,” “Islamic education transformation,” and “social media,” signalling a pedagogical paradigm shift. However, the scarcity of evaluative studies (only 8%) reveals a critical need for field-based research to assess the effectiveness of these digital strategies. This study offers a systematic literature foundation to inform curriculum design and advocates for collaborative policymaking among educators, scholars, and government bodies to advance digitally responsive Islamic education.
References
Erawati, D., Indiyanto, A., & Syafera, A. (2023). The construction of the millennial generation religious vision through digital literacy. Journal for the study of religions and ideologies, 22(65), 159-174. Google Scholar
Falah, A., Askolani, M., & Sanusi, T. O. (2024). Islamic Religion's Oral Dakwah in Socialised Halal Product Certification in The District of Kejaksan, Cirebon City. Communicative: Jurnal Komunikasi dan Penyiaran Islam, 5(2), 83-92. https://doi.org/10.47453/communicative.v5i2.3167
Filali-Ansary, A., Roy, O., Fundamentalism, S. C., Mir-Hosseini, Z., Style, D. I., & Parla, A. (1999). Digital Islam: Changing the Boundaries of Religious Knowledge?. Circulation, 48, 2. Google Scholar
Güzel, O., Vizuete-Luciano, E., & Merigó-Lindahl, J. M. (2025). A systematic literature review of the Pay-What-You-Want pricing under PRISMA protocol. European Research on Management and Business Economics, 31(1), 100266. https://doi.org/10.1016/j.iedeen.2024.100266
Hussin, M. Y. M., Muhammad, F., Razak, A. A., & Awang, S. A. (2024). Islamic religious school as an alternative education institution in the global era: A bibliometric and thematic analysis. International Journal of Learning, Teaching and Educational Research, 23(9), 560-591. https://doi.org/10.26803/ijlter.23.9.28
Kahfi, A., & Mahmudi, K. A. (2024). Transformation of Da’wah in the Digital Era: Modern Strategies in Optimizing Technology Based Da’wah Management. Jurnal Dakwah dan Komunikasi, 9(2), 63-79. Google Scholar
Kanuri, V. K., Chen, Y., & Sridhar, S. (2018). Scheduling content on social media: Theory, evidence, and application. Journal of Marketing, 82(6), 89-108. https://doi.org/10.1177/0022242918805411
Kementerian Agama Daerah Istimewa Yogyakarta. (2021). https://diy.kemenag.go.id/news
Kementerian Agama Republik Indonesia. (2020). https://jdih-new.coba.dev
Kementerian Komunikasi dan Informatika Republik Indonesia. (2021). Google
Kementrian Pendidikan, Kebudayaan, Riset, dan Teknologi Republik Indonesia. (2022). Google
Kerim, S., Kurmanaliyev, M., & Ongarov, Y. (2025). Social Networks as a Tool for Islamic Preaching. Journal of Islamic Thought and Civilization, 15(1), 44-58. https://doi.org/10.32350/jitc.151.03
Khotimah, S. H., Krisnawati, N. M., Abusiri, A., Mubin, F., & Wardi, M. (2024). Development of virtual field trip-based learning model as a strengthening of madrasah student digital literacy. Nazhruna: Jurnal Pendidikan Islam, 7(1), 103-121. https://doi.org/10.31538/nzh.v7i1.4532
Kitchenham, B. (2004). Procedures for performing systematic reviews. Keele, UK, Keele University, 33(2004), 1-26. Google Scholar
LPPM UIN Sunan Kalijaga Yogyakarta. (2024). Google
Maesak, C., Kurahman, O. T., & Rusmana, D. (2025). Peran pendidikan Islam dalam mengatasi krisis moral generasi z di era globalisasi digital. Reflection: Islamic Education Journal, 2(1), 01-09. https://doi.org/10.61132/reflection.v2i1.344
Mutmainah, M. (2023). Memanfaatkan “Podcast” Sebagai Strategi Dakwah Di Era Disrupsi: Analisis Peluang Dan Tantangan. Jurnal Review Pendidikan Dan Pengajaran (JRPP), 6(4), 2231-2240. https://doi.org/10.31004/jrpp.v6i4.21691
Meyers, E. M., Erickson, I., & Small, R. V. (2013). Digital literacy and informal learning environments: an introduction. Learning, media and technology, 38(4), 355-367. https://doi.org/10.1080/17439884.2013.783597
Nagel, I. (2023). Professional digital competence in Norwegian teacher education policy and practice: Teacher educators’ professionalism in the post-digital age (Doctoral dissertation, Doctoral dissertation, University of Oslo]. University of Oslo). Google Scholar
Nikmah, F. (2020). Digitalisasi dan tantangan dakwah di era milenial. Muẚṣarah: Jurnal Kajian Islam Kontemporer, 2(1), 45-52. https://doi.org/10.18592/msr.v2i1.3666
Nuryadin, N. (2017). Strategi Pendidikan Islam Di Era Digital. FITRAH: Jurnal Kajian Ilmu-Ilmu Keislaman, 3(1), 209-226. http://dx.doi.org/10.24952/fitrah.v3i1.637
Nuriana, Z. I., & Salwa, N. (2024). Digital Da'wah in the Age of Algorithm: A Narrative Review of Communication, Moderation, and Inclusion. Sinergi International Journal of Islamic Studies, 2(4), 242-256. https://doi.org/10.61194/ijis.v2i4.706
Nordin, O., Abdullah, N. M. S. A. N., & Abdullah, M. R. (2024). Harmonizing Lifelong Learning with Islamic Values: A Framework for Personal and Societal Development. BITARA International Journal of Civilizational Studies and Human Sciences (e-ISSN: 2600-9080), 7(2), 247-265. Google Scholar
Pew Research Centre. (2023). https://www.pewresearch.org
Puspitasari, D., Yuliani, B., & Huda, M. (2021, February). The Transformation of Islamic Education in a Disruptive Era: is it A Necessity. In ICIS 2020: Proceedings of the 2nd International Conference on Islamic Studies, ICIS 2020, 27-28 October 2020, Ponorogo, Indonesia (p. 125). European Alliance for Innovation. Google Scholar
Qur’an Kemenag. (2025). https://quran.kemenag.go.id
Rifat, M. R., Amin, M. R., & Ahmed, S. I. (2022). Situating public speaking: The politics and poetics of the digital Islamic sermons in Bangladesh. Proceedings of the ACM on Human-Computer Interaction, 6(CSCW1), 1-28. https://doi.org/10.1145/3512911
Sahin, A. (2018). Critical issues in Islamic education studies: Rethinking Islamic and Western liberal secular values of education. Religions, 9(11), 335. https://doi.org/10.3390/rel9110335
Salminen, J., Yoganathan, V., Corporan, J., Jansen, B. J., & Jung, S. G. (2019). Machine learning approach to auto-tagging online content for content marketing efficiency: A comparative analysis between methods and content type. Journal of Business Research, 101, 203-217. https://doi.org/10.1016/j.jbusres.2019.04.018
Salam-Salmaoui, R., Hassan, S., & Salam, S. (2025). Virtual Madrasas: Digital Governmentality and the Shaping of Islamic Subjectivity in Pakistan. Journal of Media and Religion, 1-23. https://doi.org/10.1080/15348423.2025.2468455
Salisah, S. K., Darmiyanti, A., & Arifudin, Y. F. (2024). Peran pendidikan agama Islam dalam membentuk karakter peserta didik di era digital tinjauan literatur. Al-Fikr: Jurnal Pendidikan Islam, 10(1), 36-42. https://doi.org/10.47945/alfikr.v10i1.378
Sopandi, E., Anwar, S., Habibah, N., Manurung, S., Alia, N., & Hendrawati, S. (2023). The Role of Digital Literacy and Its Relation with Performance of Madrasah Aliyah Students. Eurasian Journal of Educational Research (EJER), 8(1), 117-131. https://doi.org/10.29062/engagement.v8i1.467
Susilawati, S., Chakim, A., Hambali, M., Islamy, M. I., & Rahmaniah, A. (2021). The urgency of digital literacy for generation z in improving learning of islamic religious education. Library Philosophy and Practice, 2(7), 1-15. Google Scholar
Syamsuri, S. (2024). Optimizing the Role of Digital Da'wah in Improving the Quality of Islamic Education in Indonesia. Waniambey: Journal of Islamic Education, 5(1), 198-212. https://doi.org/10.53837/waniambey.v5i1.1197
Tuna, M. H., Kolb, J., & Sejdini, Z. (2023). Religious learning environments of Austrian Muslim youth: an empirical analysis of religious educational processes. Religions, 14(8), 1002. https://doi.org/10.3390/rel14081002
Ulumudin, I., Basyiroh, I., & Ramdani, C. (2024). Transforming Islamic Education through IT: Insights from Da'wah Practices in South Korea. International Journal of Education and Digital Learning (IJEDL), 2(6), 23-30. https://doi.org/10.47353/ijedl.v2i6.183
Van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3
VOSviewer. (2025). https://www.vosviewer.com
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