KURIKULUM PENDIDIKAN AGAMA ISLAM BERBASIS LEARNING ANALYTICS UNTUK MENINGKATKAN KUALITAS PEMBELAJARAN DI PERGURUAN TINGGI
Abstract
The development of digital technology has brought significant changes to the higher education system, including the evaluation process of the Islamic Religious Education (PAI) curriculum. Curriculum evaluation, which has focused primarily on measuring final learning outcomes, is deemed incapable of providing a comprehensive picture of the effectiveness of the learning process. Therefore, a more adaptive and data-driven evaluation approach is needed. This article aims to examine the development of a learning analytics-based Islamic Religious Education curriculum evaluation model as an effort to improve the quality of learning in higher education. The method used is a literature review, analyzing various literature related to curriculum evaluation, Islamic religious education, and learning analytics. The results of the study indicate that integrating learning analytics into curriculum evaluation allows for more accurate collection, measurement, analysis, and interpretation of learning data, thus providing a basis for decision-making in curriculum development. The developed evaluation model encompasses aspects of input, process, output, and learning outcomes, supported by data on student activity on digital platforms. Therefore, the implementation of a learning analytics-based evaluation model can improve learning effectiveness, the achievement of graduate learning outcomes, and the quality of Islamic religious education in higher education.
References
Anastassia Amellia Kharis, S., & Haqqi Anna Zili, A. (2024). Tantangan Dan Peluang Educational Data Mining Dan Learning Analytics Pada Pendidikan Jarak Jauh Di Indonesia. Prosiding Seminar Nasional Sains Dan …, 1(2), 218–225. https://conference.ut.ac.id/index.php/saintek/article/view/2536%0Ahttps://conference.ut.ac.id/index.php/saintek/article/download/2536/1049
Darmayanti, T., Karim, F., Rachmatini, M., & Nurhayati, R. (2011). Studi Jangka Panjang Tentang Efektivitas Intervensi Psikologis dalam Meningkatkan Kemampuan Belajar Mandiri dan Prestasi Belajar Mahasiswa Pendidikan Jarak Jauh. Jurnal Pendidikan Terbuka Jarak Jauh, 12(1), 1–18.
Fatha Pringgar, R., & Sujatmiko, B. (2020). Kualitas Sumber Daya Manusia Yang Unggul Merupakan Modal Utama Dalam Mewujudkan Masyarakat Yang Adil, Sejahtera, Dan Beradab. Jurnal IT-EDU, 05(01), 317–329.
Ferguson, R. (2012). Learning Analytics: Drivers, Developments and Challenges. International Journal of Technology Enhanced Learning, 4(5–6), 304–317
Firdaus, T. R., & Hana, N. (2026). DIGITAL DALAM MENINGKATKAN KOMPETENSI PESERTA DIDIK DI ERA TRANSFORMASI PENDIDIKAN. 4(3), 893–905.
Ghofur, A., Nafisah, D., & Eryadini, N. (2016). Gaya Belajar dan Implikasinya Terhadap Kemampuan Berfikir Kritis Mahasiswa. Journal An-Nafs: Kajian Penelitian Psikologi, 1(2), 166–184. https://doi.org/10.33367/psi.v1i2.285
Hadijah, Puspita, L. M., Suriansyah, A., & Cinantya, C. (2024). Peran Teknologi dan Komunikasi Terhadap Karakter dan Interaksi Sosial Peserta Didik di Sekolah Dasar. MARAS: Jurnal Penelitian Multidisiplin, 2(4), 2050–2061. https://doi.org/10.60126/maras.v2i4.554
Irawan, H. (2024). Memahami Organisasi Kurikulum Pendidikan Agama Islam. Peradaban Journal of Interdisciplinary Educational Research, 2(2), 42–54. https://doi.org/10.59001/pjier.v2i2.72
Khalil, M., Prinsloo, P., & Slade, S. (2023). The use and application of learning theory in learning analytics: a scoping review. Journal of Computing in Higher Education, 35(3), 573–594. https://doi.org/10.1007/s12528-022-09340-3
Kovanovic, V., Mazziotti, C., & Lodge, J. (2021). Learning analytics for primary and secondary schools. Journal of Learning Analytics, 8(2), 1–5. https://doi.org/10.18608/JLA.2021.7543
Mahrus, M. (2021). Manajemen Kurikulum dan Pembelajaran dalam Sistem Pendidikan Nasional. JIEMAN: Journal of Islamic Educational Management, 3(1), 41–80. https://doi.org/10.35719/jieman.v3i1.59
Missouri, R., & Aldillah, Z. A. (2025). Analisis Implementasi LMS dalam Manajemen Tugas terhadap. 5, 826–840.
Praseno, I. R. (2024). Learning Analytics Untuk Meningkatkan Kualitas Pendidikan Di Indonesia: Sebuah Kajian Pustaka. In Prosiding Seminar Nasional Sananta Dharma Berbagi (USBD) “Pendidikan Masa Depan” (Vol. 2, pp. 75–82).
Rifka Alkhilyatul Ma’rifat, I Made Suraharta, I. I. J. (2024). No Title 済無No Title No Title No Title (Vol. 2).
Siemens, G. (2013). Learning Analytics: The Emergence of a Discipline. American Behavioral Scientist, 57(10), 1380–1400.
Siemens, G., & Long, P. (2011). Penetrating the Fog: Analytics in Learning and Education. EDUCAUSE Review, 46(5), 30–40.
Suharjo, S., & Zakir, S. (2021). Evaluasi Program Pendidikan Inklusif di Sekolah Dasar Menggunakan Model CIPP (Context, Input, Process, Product). Sultra Educational Journal, 1(3), 51–59. https://doi.org/10.54297/seduj.v1i3.201
Umanailo Muhammad. (2017). Keterbatasan Penggunaan Teknologi Informasi Pada Pelayanan Dan Pembelajaran Di Universitas Iqra Buru. Universitas Iqra Buru NAMLEA.
W, M. B. (2024). Penerapan Data Driven Decision Making dalam Perspektif Pemilik dan Operator Kapal. Cylinder : Jurnal Ilmiah Teknik Mesin, 10(2), 1–7.
Warsihna, J., Ramdani, Z., & Amri, A. (2024). Meningkatkan Keterlibatan Mahasiswa Dalam Pembelajaran Melalui Platform Mentimeter. Jurnal Teknodik, 27, 37–46. https://doi.org/10.32550/teknodik.vi.1071
Wohon, F., Sumual, F. J. N., & Rakim, R. (2024). Model Pembelajaran Blended Learning: Implementasi pada Peningkatan Kompetensi Pedagogik dan Kompetensi Profesional Dosen. TELEIOS: Jurnal Teologi Dan Pendidikan Agama Kristen, 4(1), 113–125. https://doi.org/10.53674/teleios.v4i1.90
Yunita, M. I., Ksvara, R. A., Hanif, D. A., Maharani, N., & Lukitoaji, B. D. (2025). Tantangan Etika dan Privasi Terhadap Perspektif Global Pendidikan. EDUCREATIVA : Jurnal Seputar Isu Dan Inovasi Pendidikan, 1(1), 64–74. https://journal.mahsya-educreativa.com/index.php/educreativa/article/view/10
Zein, M., Ternate, I., & Utara, M. (2024). 21.+ARTIKEL+JIPDAS+VOL+2+NO+3+TAHUN+2024+(Muhammad+Zein). 2(3), 146–156.
