From Policy to Pedagogy: Designing and Implementing Deep Learning within Independent Curriculum in Islamic Higher Education Context

Authors

  • Fauzi Muharom Universitas Islam Negeri Raden Mas Said Surakarta
  • Heldy Ramadhan Putra Pembangunan Universitas Islam Negeri Raden Mas Said Surakarta
  • Arif Nugroho Universitas Islam Negeri Raden Mas Said Surakarta

DOI:

https://doi.org/10.31538/ndhq.v11i1.365

Keywords:

Independent Curriculum, Deep Learning, Islamic Higher Education, Pedagogy, Case Study

Abstract

This study aims to analyze the design, implementation, and systemic challenges of integrating deep learning principles within the Independent Curriculum (Kurikulum Merdeka) framework in Islamic higher education. Utilizing a qualitative multi-site case study design at two State Islamic Universities in Surakarta and Yogyakarta, this research explores the contextualization of learning autonomy within a religious value framework. Data were gathered through in-depth interviews with ten key informants (policymakers, lecturers, and students), classroom observations, and documentary analysis of semester lesson plans (RPS) between August and December 2025. Data analysis was conducted thematically through coding, categorization, and cross-site comparison to ensure the validity of the findings. The findings reveal that curriculum integration is driven by an epistemological shift from content transmission toward meaningful knowledge construction aligned with the Islamic concepts of 'ilm (knowledge) and adab (ethics). Classroom practices reflect student-centered pedagogy through reflective inquiry, project-based collaboration, and authentic assessment. However, significant obstacles were identified, including rigid semester time constraints, varying levels of student readiness for independent learning, and an urgent need for enhanced lecturers' pedagogical capacity to manage dialogical classrooms. Theoretically, this study contributes to the recontextualization of deep learning as a manifestation of ta’aqqul (critical reasoning) and tadabbur (reflective contemplation). Practically, it offers a framework for transforming policy into an integrative pedagogical practice. This study’s limitation lies in its focus on state universities; therefore, future research is encouraged to explore private Islamic higher education institutions with diverse religious organizational backgrounds to broaden the generalizability of findings across a wider spectrum of higher education.

References

Ajgaonkar, S., Neelam, N., Behl, A., Dao, L. T., & Lang, L. D. (2021). Exploring human resource work design, learning mechanism, and TQM: Through the lens of activity theory and contextual learning theory. The TQM Journal, 34(1), 70–101. https://doi.org/10.1108/TQM-03-2021-0085

Anderson, C. A., Leahy, M. J., DelValle, R., Sherman, S., & Tansey, T. N. (2014). Methodological application of multiple case study design using modified consensual qualitative research (CQR) analysis to identify best practices and organizational factors in the public rehabilitation program. Journal of Vocational Rehabilitation, 41(2), 87–98. https://doi.org/10.3233/JVR-140709

Brod, G. (2021). Toward an understanding of when prior knowledge helps or hinders learning. Npj Science of Learning, 6(1), 24. https://doi.org/10.1038/s41539-021-00103-w

Castleberry, A., & Nolen, A. (2018). Thematic analysis of qualitative research data: Is it as easy as it sounds? Currents in Pharmacy Teaching and Learning, 10(6), 807–815. https://doi.org/10.1016/j.cptl.2018.03.019

Cho, G., & Hwang, H. (2024). Deep Learning Generalized Structured Component Analysis: An Interpretable Artificial Neural Network Model with Composite Indexes. Structural Equation Modeling: A Multidisciplinary Journal, 31(2), 265–279. https://doi.org/10.1080/10705511.2023.2234086

Delaisse, A.-C., & Huot, S. (2025). Studying occupations across borders: Methodological reflections on the value of cross-national comparative research. Journal of Occupational Science, 32(3), 420–437. https://doi.org/10.1080/14427591.2025.2505207

Halomoan, H., Hakiki, M., Putra, B. A. W., Abi Hamid, M., Utami, R., Saputro, I. N., Azizah, W. A., Sabir, A., Hidayah, Y., & Yassin, A. (2026). Deep Learning Methods Towards a Pedagogical Framework and Implementation Strategy: A Study of Information Technology Education Curriculum Development in Indonesia. Journal of Teaching and Learning, 20(1). https://doi.org/10.22329/jtl.v20i1.9970

Heng, K. (2025). Improving quality and promoting research in Cambodian higher education: Challenges and directions for reform. Cambodian Journal of Educational Research, 5(2), 77–107. https://doi.org/10.62037/cjer.2025.05.02.03

Ibrahim, I., Husnah, A., Fadillah, A. R., Eriska, E., & Amanda, S. (2024). Preparation for the implementation of the independent curriculum. Journal Analytica Islamica, 13(1), 101–113. http://dx.doi.org/10.30829/jai.v13i1.18427

Irwan, I., & Aslan, A. (2024). Developing critical thinking skills of primary school students through independent curriculum learning. Indonesian Journal of Education (INJOE), 4(1), 788–803.

Jenkins, E. K., Slemon, A., Haines-Saah, R. J., & Oliffe, J. (2018b). A Guide to Multisite Qualitative Analysis. Qualitative Health Research, 28(12), 1969–1977. https://doi.org/10.1177/1049732318786703

Lestari, D. P., Lestari, S., & Nularsih, N. (2024). English teacher perception of implementation Kurikulum Merdeka in English teaching learning process. Bahtera: Jurnal Pendidikan Bahasa Dan Sastra, 23(1), 1–15. https://doi.org/10.21009/bahtera.231.01

Linn, M. C., Eylon, B.-S., & Davis, E. A. (2004). The Knowledge Integration Perspective on Learning. In Internet Environments for Science Education. Routledge. https://doi.org/10.1017/CBO9780511816833.016

Maidugu, U. A., & Isah, A. T. (2024). Islamic Education and its Value: A Vital Means for the Formation National Character. Bulletin of Islamic Research, 2(4), 725–744. https://yayasanpendidikantafsirhadis.com/index.php/bir/article/view/165

Nurhasanah, S., Sutiana, D., Nabil, F., Fauji, I., Hendriyan, S., & Dian, D. (2025). Bridging the gap: A systematic review of deep learning pedagogy for Indonesia’s curriculum reform. Tarbawi: Jurnal Keilmuan Manajemen Pendidikan, 11(02), 277–292. https://doi.org/10.32678/tarbawi.v11i02.11368

Olmen, J. van, Delobelle, P., Guwatudde, D., Absetz, P., Sanders, D., Alvesson, H. M., Puoane, T., Ostenson, C.-G., Tomson, G., Mayega, R. W., Sundberg, C. J., Peterson, S., & Daivadanam, M. (2018). Using a cross-contextual reciprocal learning approach in a multisite implementation research project to improve self-management for type 2 diabetes. BMJ Global Health, 3(6). https://doi.org/10.1136/bmjgh-2018-001068

Pavlick, E. (2022). Semantic Structure in Deep Learning. Annual Review of Linguistics, 8(Volume 8, 2022), 447–471. https://doi.org/10.1146/annurev-linguistics-031120-122924

Purnomo, A. C., Hanafi, S., Huda, A. A. S., Muslim, M., & Arifin, S. (2026). Curriculum Reform and the Implementation of Independent Learning Policies in Indonesian Schools. Journal of Contemporary Pedagogy and Learning Science, 1(1), 31–46. https://researchfrontiers.id/scientiacausa/article/view/45

Ramadlan, M. F. S., & Aminuddin, M. F. (2025). Student Activism In Post-Authoritarian Indonesia: Higher Education Reform, Movement Dynamics, And Shifting Political Narratives. JWP (Jurnal Wacana Politik), 10(3), 17. https://doi.org/10.24198/jwp.v10i3.51485

Rani, P. R. P. N., Asbari, M., Ananta, V. D., & Alim, I. (2023). Kurikulum merdeka: Transformasi pembelajaran yang relevan, sederhana, dan fleksibel. Journal of Information Systems and Management (JISMA), 2(6), 78–84. https://doi.org/10.4444/jisma.v2i6.736

Rikhye, R. V., Gilra, A., & Halassa, M. M. (2018). Thalamic regulation of switching between cortical representations enables cognitive flexibility. Nature Neuroscience, 21(12), 1753–1763. https://doi.org/10.1038/s41593-018-0269-z

Rizki, R. A., & Fahkrunisa, L. (2022). Evaluation of Implementation of Independent Curriculum (Kurikulum Merdeka). Journal of Curriculum and Pedagogic Studies (JCPS), 1(1), 32–41. https://doi.org/10.30631/jcps.v1i1.1383

Rukmana, N. S. (2023). Implementation of the Independent Curriculum Policy: Challenges and Opportunities for Teachers and Students. Celebes Journal of Elementary Education, 1(2), 66–73.

Sahlberg, P. (2023). Trends in global education reform since the 1990 s: Looking for the right way. International Journal of Educational Development, 98, 102748. https://doi.org/10.23960/jpp.v15i3.pp1785-1810

Saputra, R. F. A., Ridha, M., & Sulaimon, J. T. (2025). Deep learning applications in primary education: A systematic literature review of emerging trends, challenges, and opportunities. Jurnal Pendidikan Progresif, 15(3), 1785–1810.

Shapiro, A. M. (1999). The Relationship between Prior Knowledge and Interactive Overviews during Hypermedia-Aided Learning—Amy M. Shapiro, 1999. Journal of Educational Computing Research. https://journals.sagepub.com/doi/abs/10.2190/BCKU-F3AC-CNPW-M44E

Sholeh, M., Widodo, B. S., & Putra, B. A. W. (2024). Evaluating the implementation of the independent curriculum policy in Indonesia: Sentiment analysis. Studies in Learning and Teaching, 5(1), 1–10. https://doi.org/10.46627/silet.v5i1.219

Sitorus, F. R. (2024). The Challenges of Implementing the Independent Curriculum in Elementary Schools. Jurnal BELAINDIKA: Pembelajaran Dan Inovasi Pendidikan, 6(1), 16–23. https://doi.org/10.52005/belaindika.v6i1.155

Sitorus, L. S., Sipahutar, M. I., Nasution, S. N., Purnama, L., & Iskandar, T. (2025). Literature Review on the Use of Technology-Based Learning Media in the Context of Distance Learning. Jurnal Medika: Medika, 4(3), 283–289. https://doi.org/10.31004/bkxg7355

Sitorus, N. L. (2024). The Significance of Tackling Stunting for The Economic Prosperity of A Nation – A Narrative Review. Journal of Indonesian Specialized Nutrition, 2(2), 16–22. https://doi.org/10.46799/jisn.v1i4.23

Stake, R. E. (2013). Multiple Case Study Analysis. Guilford Press.

Tang, K. H. D. (2023). Student-centered approach in teaching and learning: What does it really mean? Acta Pedagogia Asiana, 2(2), 72–83. https://doi.org/10.53623/apga.v2i2.218

Van Kesteren, M. T. R., Krabbendam, L., & Meeter, M. (2018). Integrating educational knowledge: Reactivation of prior knowledge during educational learning enhances memory integration. Npj Science of Learning, 3(1), 11. https://doi.org/10.1038/s41539-018-0027-8

Varga, N. L., Cronin-Golomb, L., & Bauer, P. J. (2022). Self-derivation of new knowledge through memory integration varies as a function of prior knowledge. Memory, 30(8), 971–987. https://doi.org/10.1080/09658211.2022.2068609

Waly, R., Asmi, N., Abdullah, R., & Syafriadi, S. (2025). Evaluation of the Independent Curriculum Policy: A Literature Review on Theoretical Foundations and Implementation Practices. Journal of English Language and Education, 10(4), 1561–1569. https://doi.org/10.31004/jele.v10i4.1274

Wang, H., Wang, W., Fan, Q., Rong, S., & Liu, Y. (2024). Construction of a teaching mechanism for ideological and political theory courses in universities based on deep learning theory. Cogent Education, 11(1), 2370752. https://doi.org/10.1080/2331186X.2024.2370752

Wei, W., & Yang, X. (2026). Overcoming educational silos: A mixed-methods framework for Curriculum Ideological-Political Education in China. Frontiers in Education, 10. https://doi.org/10.3389/feduc.2025.1670492

Zeeb, H., Biwer, F., Brunner, G., Leuders, T., & Renkl, A. (2019). Make it relevant! How prior instructions foster the integration of teacher knowledge. Instructional Science, 47(6), 711–739. https://doi.org/10.1007/s11251-019-09497-y

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Published

2026-05-01

How to Cite

Muharom, F., Pembangunan, H. R. P., & Nugroho, A. (2026). From Policy to Pedagogy: Designing and Implementing Deep Learning within Independent Curriculum in Islamic Higher Education Context. Nidhomul Haq : Jurnal Manajemen Pendidikan Islam, 11(1), 254–268. https://doi.org/10.31538/ndhq.v11i1.365