Pemahaman Mahasiswa Calon Guru PAI terhadap Konsep Deep Learning dalam Pembelajaran Agama Islam
Main Article Content
Abstract
Purpose – This study aims to explore the conceptual understanding of Islamic Religious Education (PAI) students regarding the deep learning approach and to examine its relevance to PAI instruction.
Methods – This descriptive qualitative study involved 49 sixth-semester PAI students at the Bakti Negara Tegal Islamic Institute who participated in an online guest lecture program. Data were collected via a Google Forms questionnaire comprising open-ended and closed-ended (multiple-choice) questions and subsequently analyzed using the Miles, Huberman, and Saldana thematic analysis model, involving data reduction, data display, and conclusion drawing.
Findings – The majority of students understood deep learning as meaningful learning that emphasizes critical thinking, reflection, contextual learning, and the application of Islamic values in daily life. Five themes emerged: conceptual understanding of deep learning, meaningful learning, integration of Islamic values, the transition from surface learning to deep learning, and its relevance to PAI. All participants considered deep learning relevant to PAI, while 91.8% selected the case study method as the most appropriate teaching strategy. However, variations in students' understanding of pedagogical principles suggest that the findings reflect conceptual perceptions rather than actual pedagogical application capabilities.
Research Implications – PAI teacher education programs should strengthen students' pedagogical competence through training, mentoring, and authentic teaching experiences. Although data were collected immediately following the guest lecture program potentially reflecting initial conceptual readiness and carrying a risk of response bias, the findings provide an empirical basis for integrating deep learning into PAI to promote meaningful, value-based, and contextual learning.
Keywords
- deep learning
- student understanding
- islamic religious education
References
Angga, P. D. &, & Sari, A. J. (2025). Deep Learning : Bagaimana Implementasinya Pada Pendidikan Jasmani , Olahraga dan Kesehatan ( PJOK )? Jurnal Ilmiah Profesi Pendidikan, 10(2), 1373–1391. https://doi.org/: https://doi.org/10.29303/jipp.v10i2.3227
Biggs, J. B. &, & Tang, C. S. (2011). Teaching for Quality Learning at University What the Student Does (Fourth edi). Society for Research into Higher Education.
Dewi, A. C., Fitri, S., Satriani, I., & Herdiani, R. (2025). Integrasi Konsep Deep Learning dalam Pengajaran Menulis: Upaya Meningkatkan Kemampuan Berpikir Kritis dan Reflektif Siswa. Jurnal Ilmiah Multidisiplin Mahasiswa Dan Akademisi, 1(5), 60–73. https://doi.org/https://doi.org/10.64690/intelektual.v1i5.459
Faridah, L. (2024). Penerapan Taksonomi Bloom Revisi : Studi Tentang Kemampuan Mencipta ( C6 ) dalam Pembelajaran Fikih. Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam, 1(3), 95–105. https://doi.org/https://doi.org/10.59841/miftahulilmi.v1i3.97
Fitriani, A., & Santiani. (2025). Analisis Literatur : Pendekatan Pembelajaran Deep Learning Dalam Pendidikan. Jurnal Ilmiah Nusantara, 2(3), 50–57. https://doi.org/https://doi.org/10.61722/jinu.v2i3.4357
Fullan;, M., & Langworthy;, M. (2013). Towards a New End: New Pedagogies for Deep Learning. Collaborative Impact. https://www.michaelfullan.ca/wp-content/uploads/2013/08/New-Pedagogies-for-Deep-Learning-An-Invitation-to-Partner-2013-6-201.pdf
Fullan, M., Quinn, J., & Mceachen, J. (2018). Deep Learning: Engage the World Change the World. Corwin Press (bagian dari SAGE Publications). https://smansamendobarat.id/pluginfile.php/668/coursecat/description/02 _ deep learning.pdf
Gustina, E., M, I., & Wati, S. (2025). Konsep Deep Learning dalam Pembelajaran Pendidikan Islam. IKHTISAR: Jurnal Pengetahuan Islam, 5(1), 79–90. https://doi.org/https://doi.org/10.55062/ijpi.v5i1.776
Khafidzoh, K. A. M., Madani, N. N., Aulia, Z., & Setiabudi, D. (2023). Belajar Bermakna ( Meaningful Learning ) Pada Pembelajaran Tematik. Student Scientific Creativity Journal, 1(1), 390–397. https://doi.org/https://doi.org/10.55606/sscj-amik.v1i1.1142
Khasanah;, U., Alanur;, S. N., Trisnawati, S. N. I., Sulistyowati, R., & Isma, A. (2025). DEEP LEARNING DALAM PENDIDIKAN : (M. P. Dr. Muhammad Hasan, S.Pd. (ed.)). Tahta Media Group.
Khotimah, D. K., & Abdan, M. R. (2025). Analisis Pendekatan Deep Learning untuk Meningkatkan Efektivitas Pembelajaran PAI di SMKN Pringkuku. Jurnal Pendidikan Dan Pembelajaran Indonesia (JPPI), 5(2), 866–879. https://doi.org/https://doi.org/10.53299/jppi.v5i2.1466
Latif, M. A., Munafiah, N., & Rachmawati, Y. D. (2022). Merdeka belajar anak usia dini dalam mengembangkan kognitif anak : sebuah kajian fenomenologi. Jurnal PG-PAUD Trunojoyo : Jurnal Pendidikan Dan Pembelajaran Anak Usia Dini, 9(2), 61–68.
Maelasari, N., & Lusiana. (2025). Efektivitas deep learning dalam pembelajaran : sebuah kajian systematic literature review ( SLR ). Jurnal Education and Development, 13(2), 298–305. https://doi.org/https://doi.org/10.37081/ed.v13i1.7006
Matthew B. Miles, Huberman, A. M., & Saldana, J. (2014). Qualitative Data Analysis, A Methods Sourcebook and The Coding Manual for Qualitative Researchers, terj. Tjetjep Rohindi Rohidi. UI Press.
Mendikdasmen. (2025). Pembelajaran Mendalam (Menuju Pendidikan Bermutu Untuk Semua). Kementerian Pendidikan Dasar dan Menengah. chrome-extension://efaidnbmnnnibpcajpcglclefindmkaj/https://kurikulum.kemdikbud.go.id/file/1741963991_manage_file.pdf
Mubin, N., Nur, M. A., & Arif, R. (2025). Implementasi Kurikulum Merdeka pada Pendidikan Agama Islam untuk Peningkatan Mutu Pembelajaran. JIIP (Jurnal Ilmiah Ilmu Pendidikan), 8(6), 6849–6858. https://doi.org/https://doi.org/10.54371/jiip.v8i6.8568
Nida’ul, M., Kahfi, M. A., Munir, M., & Sabeela, A. H. (2025). Sosialisasi Pembelajaran Mendalam (Deeplearning) Bagi Mahasiswa Pai Ibn Tegal Melalui Program Visiting Lecturer. Communnity Development Journal, 6(4), 5419–5425. https://doi.org/https://doi.org/10.31004/cdj.v6i4.49510
Noer, A., Hafidah, D., Syaifullah, A., Gunawan, Y., & Fitriyanto, B. Z. (2025). Rekonstruksi Konsep Pembelajaran Mendalam ( Deep Learning ) dalam Pendidikan Islam ( Analisis Isi terhadap Integrasi Nilai-Nilai Pemikiran KH . Ahmad Dahlan , KH . Hasyim Asy ’ ari , dan Ki Hajar Dewantara). JDP (Jurnal Dinamika Pendidikan), 12(1), 253–260. https://doi.org/https://doi.org/10.64540/nzzjdg38
Sa’adah, T., Hidayat, S., & Rohaeni, A. (2025). Penerapan Pendekatan Deep Learning dalam Pembelajaran Fikih untuk Meningkatkan Berpikir Kritis Siswa MTs Persis Katapang. Jurnal Syntax Literate, 5(6). https://doi.org/http://doi.org/10.54543/syntaximperatif.v5i6.888 Published
Sudarmono, M. A., Hasan;, & Halima; (2025). Deep Learning Approach in Improving Critical Thinking Skills of Elementary School Students. Jurnal Penelitian Pendidikan IPA, 11(8), 60–70. https://doi.org/10.29303/jppipa.v11i8.11708
Widiansesi, & Kamal. (2025). Analisis Kritis Deep Learning Sebagai Strategi Transformasi Nilai Spiritual Dalam Pembelajaran PAI. Jurnal Transformasi Pendidikan Modern, 6(3), 1–18.
