The Role of Deep Learning in Enhancing Student Learning Quality Towards Golden Indonesia 2045
Kata Kunci:
Deep learning pedagogy, student learning quality, Independent Curriculum, educational transformation, Indonesia Emas 2045Abstrak
Indonesia Emas 2045 emphasized the need to strengthen the quality of human resources through improvements in the education sector. This study explored the role of deep learning as a pedagogical approach in supporting student learning quality within the implementation of the Independent Curriculum. A qualitative literature review was conducted to examine relevant academic sources discussing the application of deep learning in elementary education. The analysis showed that deep learning promoted conceptual understanding, critical thinking, collaboration, active participation, and reflective learning practices. It also encouraged a transition from memorization-based instruction toward student-centered learning that focused on meaningful understanding and practical application. The study suggested that deep learning had the potential to contribute to student learning improvement and was aligned with broader national educational objectives toward Indonesia Emas 2045.
Referensi
Akmal, A. N., Maelasari, N., & Lusiana, L. (2025). Pemahaman deep learning dalam pendidikan: Analisis literatur melalui metode systematic literature review (SLR). JIIP—Jurnal Ilmiah Ilmu Pendidikan, 8(3), 3229–3236. https://doi.org/10.54371/jiip.v8i3.7442
Anwar, M. K. (2017). Pembelajaran mendalam untuk membentuk karakter siswa sebagai pembelajar. Tadris: Jurnal Keguruan dan Ilmu Tarbiyah, 2(2), 97–104. https://doi.org/10.24042/tadris.v2i2.1559
Beaunoyer, E., Dupéré, S., & Guitton, M. J. (2020). COVID-19 and digital inequalities: Reciprocal impacts and mitigation strategies. Computers in Human Behavior, 111, 106424. https://doi.org/10.1016/j.chb.2020.106424
Bond, M., Buntins, K., Bedenlier, S., Zawacki-Richter, O., & Kerres, M. (2020). Mapping research in student engagement and educational technology in higher education: A systematic evidence map. International Journal of Educational Technology in Higher Education, 17, Article 2. https://doi.org/10.1186/s41239-019-0176-8
Darling-Hammond, L., Flook, L., Cook-Harvey, C., Barron, B., & Osher, D. (2020). Implications for educational practice of the science of learning and development. Applied Developmental Science, 24(2), 97–140. https://doi.org/10.1080/10888691.2018.1537791
Deci, E. L., & Ryan, R. M. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press.
European Commission, Joint Research Centre. (2017). European framework for the digital competence of educators: DigCompEdu. Publications Office of the European Union. https://doi.org/10.2760/159770
Fredricks, J. A., Filsecker, M., & Lawson, M. A. (2016). Student engagement, context, and adjustment: Addressing definitional, measurement, and methodological issues. Learning and Instruction, 43, 1–4. https://doi.org/10.1016/j.learninstruc.2016.02.002
Fullan, M., Quinn, J., & McEachen, J. (2018). Deep learning: Engage the world change the world. Corwin.
Hasanah, N., & Pujiati, P. (2025). Penerapan pendekatan deep learning pada pembelajaran di sekolah dasar Kota Bekasi. El Banar: Jurnal Pendidikan dan Pengajaran, 8(1), 72–79. https://doi.org/10.54125/elbanar.v8i1.539
Hattie, J., & Donoghue, G. M. (2016). Learning strategies: A synthesis and conceptual model. npj Science of Learning, 1, Article 16013. https://doi.org/10.1038/npjscilearn.2016.13
Hidayat, A., & Khotimah, K. (2021). Merdeka belajar dan implementasinya dalam pembelajaran: Studi kebijakan dan praktik. Jurnal Pendidikan, 22(2), 123–134.
Jayawardana, H. B. A. (2025). Implementasi pembelajaran mendalam (deep learning) pada jenjang pendidikan anak usia dini (PAUD). JECIE (Journal of Early Childhood and Inclusive Education), 8(2), 510–516. https://doi.org/10.31537/jecie.v8i2.2476
Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi Republik Indonesia. (2022). Keputusan Menteri Pendidikan, Kebudayaan, Riset, dan Teknologi Republik Indonesia Nomor 56/M/2022 tentang pedoman penerapan kurikulum dalam rangka pemulihan pembelajaran.
Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi Republik Indonesia. (2022). Panduan pengembangan projek penguatan profil pelajar Pancasila (P5).
Kementerian PPN/Bappenas. (2019). Ringkasan eksekutif: Visi Indonesia 2045.
Kementerian PPN/Bappenas. (2024). Undang-Undang Republik Indonesia Nomor 59 Tahun 2024 tentang Rencana Pembangunan Jangka Panjang Nasional Tahun 2025–2045.
Lazonder, A. W., & Harmsen, R. (2016). Meta-analysis of inquiry-based learning: Effects of guidance. Review of Educational Research, 86(3), 681–718. https://doi.org/10.3102/0034654315627366
Mayer, R. E. (2021). Multimedia learning (3rd ed.). Cambridge University Press.
Mehta, J., & Fine, S. (2019). In search of deeper learning: The quest to remake the American high school. Harvard University Press.
OECD. (2019). OECD learning compass 2030: A series of concept notes. OECD Publishing.
Opfer, V. D., & Pedder, D. (2017). Teacher professional learning and development: Understanding the complex, adaptive nature of teacher learning. Review of Educational Research, 87(2), 373–404.
Panadero, E. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in Psychology, 8, Article 422. https://doi.org/10.3389/fpsyg.2017.00422
Raup, A., Ridwan, W., Khoeriyah, Y., Supiana, S., & Zaqiah, Q. Y. (2022). Deep learning dan penerapannya dalam pembelajaran. JIIP—Jurnal Ilmiah Ilmu Pendidikan, 5(9), 3258–3267. https://doi.org/10.54371/jiip.v5i9.805
Schindler, L. A., Burkholder, G. J., Morad, O. A., & Marsh, C. (2017). Computer-based technology and student engagement: A critical review of the literature. International Journal of Educational Technology in Higher Education, 14, Article 25. https://doi.org/10.1186/s41239-017-0063-0
Spante, M., Hashemi, S. S., Lundin, M., & Algers, A. (2018). Digital competence and digital literacy in higher education research: Systematic review of concept use. Cogent Education, 5(1), 1519143. https://doi.org/10.1080/2331186X.2018.1519143
Thornhill-Miller, B., Camarda, A., Mercier, M., Burkhardt, J.-M., Morisseau, T., Bourgeois-Bougrine, S., Vinchon, F., El Hayek, S., Augereau-Landais, M., Mourey, F., Feybesse, C., Sundquist, D., & Lubart, T. (2023). Creativity, critical thinking, communication, and collaboration: Assessment, certification, and promotion of 21st century skills. Journal of Intelligence, 11(3), 54. https://doi.org/10.3390/jintelligence11030054
Trilling, B., & Fadel, C. (2009). 21st century skills: Learning for life in our times. Jossey-Bass.
UNESCO. (2021). Reimagining our futures together: A new social contract for education. UNESCO Publishing.
Viberg, O., Khalil, M., & Baars, M. (2020). Self-regulated learning and learning analytics: A systematic review. Educational Technology Research and Development, 68, 2539–2568.
Voogt, J., Erstad, O., Dede, C., & Mishra, P. (2013). Challenges to learning and schooling in the digital networked world of the 21st century. Journal of Computer Assisted Learning, 29(5), 403–413. https://doi.org/10.1111/jcal.12029
Wiliam, D. (2018). Embedded formative assessment (2nd ed.). Solution Tree Press.
World Bank. (2020). The COVID-19 pandemic: Shocks to education and policy responses. World Bank.
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education. International Journal of Educational Technology in Higher Education, 16, Article 39. https://doi.org/10.1186/s41239-019-0171-0
Zimmerman, B. J. (2017). Self-regulated learning: Theories, measures, and outcomes. In D. H. Schunk & J. A. Greene (Eds.), Handbook of self-regulation of learning and performance (2nd ed., pp. 35–48). Routledge.
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