How Deep Learning Pedagogy Shapes Character Education in Indonesian Madrasahs

Authors

DOI:

https://doi.org/10.56741/IISTR.pbpsp.002468


Keywords:

Character Education, Deep Learning, Joyful Learning, Kurikulum Merdeka, Madrasah Education

Abstract

This study investigates the implementation of deep learning as a transformative approach for integrating academic achievement and character formation in madrasahs in Sikka Regency, Indonesia. Using a qualitative descriptive design, data was collected through interviews with teachers, students, and school leaders, classroom observations, and document analysis. The findings reveal that deep learning is perceived by teachers as a holistic pedagogical approach that integrates cognitive, affective, and socio-emotional dimensions, while students experience it implicitly through more engaging and meaningful learning activities. Character internalization occurs through structured habituation, teacher modeling, and contextual learning tasks, including daily religious practices, differentiated instruction, and experiential learning such as market observation. These practices reflect the principles of mindful, meaningful, and joyful learning, aligned with Kurikulum Merdeka. The study also identifies challenges such as limited infrastructure, varying teacher readiness, and socio-economic constraints of students, while highlighting institutional efforts in teacher training and digital resource provision. Theoretically, the findings align with the perspectives of Hattie on visible learning, OECD on 21st-century competencies, and Fullan on systemic educational change. Overall, deep learning in madrasahs functions not only as a pedagogical strategy but also as an ecosystem for holistic character development.

Downloads

Download data is not yet available.

Author Biographies

Mohammad Fitri, Universitas Muhammadiyah Maumere

is a lecturer in the Economic Education Study Program. He earned a Bachelor's degree in Economics Education from Muhammadiyah University of Kupang and a Master's degree in Educational Development Policy from Muhammadiyah University of Malang. His academic and research interests focus on educational policy, curriculum development, and economics education. He is actively engaged in research and academic activities aimed at improving educational quality and policy implementation (email: zimbonokelagi@gmail.com).

Wahyuningsih, Universitas Muhammadiyah Maumere

is a faculty member at the University of Muhammadiyah Maumere and a doctoral candidate in Education. She earned a Bachelor of Science degree from Sanata Dharma University and a Master’s degree in Mathematics Education from the University of Muhammadiyah Malang. Her academic and research interests focus on mathematics education, instructional innovation, and teacher professional development. She is actively involved in research and educational initiatives aimed at enhancing teaching quality and learning outcomes (email: wahyuningsih.ikipmu@gmail.com).

Kartini Rahman Nisa, Universitas Muhammadiyah Maumere

is a lecturer in the Chemistry Education Study Program at the University of Muhammadiyah Maumere. She earned a Bachelor’s degree in Education from Nusa Cendana University and a Master’s degree in Education from the State University of Makassar. Her academic and research interests focus on chemistry education, curriculum design, and science learning innovation. She is actively engaged in teaching, research, and community service activities aimed at enhancing science education and improving learning outcomes. (email: kartinirahmannisa@gmail.com).

References

S. Suryadi, N. Dhieni, and E. Edwita, ‘The influence of socio-economic status, parenting style, and self-control on children’s prosocial behavior,” Islamic Guidance Couns. J., vol. 8, no. 1, Dec. 2024, doi: 10.25217/0020258545800. DOI: https://doi.org/10.25217/0020258545800

Z. N. Rashed, N. M. Zhaffar, S. S. Ihwani, and I. M., “Driving Islamic education in the era of the Industrial Revolution 4.0: Challenges and strategies,” Global J. Al-Thaqafah, vol. 15, no. 1, pp. 18–33, Jul. 2025, doi: 10.7187/GJAT072025-2. DOI: https://doi.org/10.7187/GJAT072025-2

A. Haleem, M. Javaid, M. A. Qadri, and R. Suman, “Understanding the role of digital technologies in education: A review,” Sustain. Operations Comput., vol. 3, pp. 275–285, 2022, doi: 10.1016/j.susoc.2022.05.004. DOI: https://doi.org/10.1016/j.susoc.2022.05.004

C. Wang, X. Chen, T. Yu, Y. Liu, and Y. Jing, “Education reform and change driven by digital technology: a bibliometric study from a global perspective,” Hum. Soc. Sci. Commun., vol. 11, no. 1, e256, Feb. 2024, doi: 10.1057/s41599-024-02717-y. DOI: https://doi.org/10.1057/s41599-024-02717-y

F. Feriyanto and D. Anjariyah, “Deep learning approach through meaningful, mindful, and joyful learning: A library research,” Electr. J. Educ. Soc. Econ. Technol., vol. 5, no. 2, pp. 208–212, Oct. 2024, doi: 10.33122/ejeset.v5i2.321. DOI: https://doi.org/10.33122/ejeset.v5i2.321

P. Prihantoro, H. J. Prayitno, I. Indri, and D. A. Kusumaningtyas, “Deep learning: Policies, concepts, and implementation in senior high schools in Indonesia,” J. Deep Learn., vol. 1, no. 1, pp. 11–24, Jun. 2025, doi: 10.23917/jdl.v1i1.10964. DOI: https://doi.org/10.23917/jdl.v1i1.10964

S. Marginson, “Student self-formation: An emerging paradigm in higher education,” Stud. Higher Educ., vol. 49, no. 4, pp. 748–762, Apr. 2024, doi: 10.1080/03075079.2023.2252826. DOI: https://doi.org/10.1080/03075079.2023.2252826

G. Biesta, World-Centred Education. New York: Routledge, 2021. doi: 10.4324/9781003098331. DOI: https://doi.org/10.4324/9781003098331

R. Lonergan, T. M. Cumming, and S. C. O’Neill, “Exploring the efficacy of problem-based learning in diverse secondary school classrooms: Characteristics and goals of problem-based learning,” Int. J. Educ. Res., vol. 112, e101945, 2022, doi: 10.1016/j.ijer.2022.101945. DOI: https://doi.org/10.1016/j.ijer.2022.101945

B. Schönig, “Paradigm shifts in social housing after welfare‐state transformation: Learning from the German experience,” Int. J. Urban Reg. Res., vol. 44, no. 6, pp. 1023–1040, Nov. 2020, doi: 10.1111/1468-2427.12914. DOI: https://doi.org/10.1111/1468-2427.12914

J. B. Utomo, H. J. Prayitno, and I. Indri, “Strategies and development of the deep learning approach in vocational high schools in the era of global computing,” J. Deep Learn., vol. 1, no. 1, pp. 1–10, 2025, doi: 10.23917/jdl.v1i1.10855. DOI: https://doi.org/10.23917/jdl.v1i1.10855

A. L. B. Miguens, J. M. N. Piedade, R. J. B. dos Santos, and T. L. Oliva, “Meaningful learning in mathematics: A study on motivation for learning and development of computational thinking using educational robotics,” Educ. Media Int., vol. 61, no. 1–2, pp. 4–15, Apr. 2024, doi: 10.1080/09523987.2024.2357472. DOI: https://doi.org/10.1080/09523987.2024.2357472

P. L. Abdurrochim, N. Hanifah, and A. A. Syahid, “Pengaruh pendekatan mindful learning terhadap hasil belajar IPAS kelas V sekolah dasar,” ELSE (Elem. School Educ. J.): J. Pendidik. Pembel. Sekolah Dasar, vol. 8, no. 2, Aug. 2024, doi: 10.30651/else.v8i2.22704. DOI: https://doi.org/10.30651/else.v8i2.22704

C. P. Bhakti, M. A. N. Ghiffari, and K. Salsabil, “Joyful learning: Alternative learning models to improving student’s happiness,” J. VARIDIKA, vol. 30, no. 2, pp. 30–35, Jan. 2019, doi: 10.23917/varidika.v30i2.7572. DOI: https://doi.org/10.23917/varidika.v30i2.7572

L. M. Andayanie, M. S. Adhantoro, E. Purnomo, and G. T. Kurniaji, “Implementation of deep learning in education: Towards mindful, meaningful, and joyful learning experiences,” J. Deep Learn., vol. 1, no. 1, pp. 47–56, Jun. 2025, doi: 10.23917/jdl.v1i1.11157. DOI: https://doi.org/10.23917/jdl.v1i1.11157

E. F. Hidayani, H. J. Prayitno, and T. Handayani, “Deep learning: Implementation and impact in Islamic junior high schools,” J. Deep Learn., vol. 1, no. 1, pp. 47–56, Jun. 2025, doi: 10.23917/jdl.v1i1.11077, DOI: https://doi.org/10.23917/jdl.v1i1.11077

P. Listiaji, R. A. Widianingrum, A. A. I. Saputri, and N. F. A. Rahman, “PjBL model assisted by smartphone sensors to improve critical thinking skills of prospective science teachers,” Indones. J. Learn. Adv. Educ. (IJOLAE), pp. 246–256, Sep. 2022, doi: 10.23917/ijolae.v4i3.18942. DOI: https://doi.org/10.23917/ijolae.v4i3.18942

M. S. Nugroho, H. J. Prayitno, K. Ratih, and M. Samsudin, “Deep learning vs differentiated learning: Learning innovation in Islamic boarding school-based middle schools,” J. Deep Learn., vol. 1, no. 1, pp. 57–68, Jun. 2025, doi: 10.23917/jdl.v1i1.11246. DOI: https://doi.org/10.23917/jdl.v1i1.11246

R. C. Kartika, W. Triningsih, B. Sumardjoko, H. J. Prayitno, and F. P. Rahmawati, “Linkage analysis of critical thinking skills through primary school literacy in Salatiga City,” in The 5th Int. Conf. on Educ. for All (ICEDUALL 5 2024), Atlantis Press, pp. 98–107, 2025, doi: 10.2991/978-2-38476-386-3_8. DOI: https://doi.org/10.2991/978-2-38476-386-3_8

I. Mulyaningsih, R. Ananda, M. Fauziddin, P. J. Pattiasina, and M. Anwar, “Developing student characters to have independent, responsible, creative, innovative and adaptive competencies towards the dynamics of the internal and external world,” Int. J. Health Sci., vol. 6, S2, pp. 9332–9345, May 2022, doi: 10.53730/ijhs.v6nS2.7438. DOI: https://doi.org/10.53730/ijhs.v6nS2.7438

A. S. Salabi and M. A. M. Prasetyo, “The internalization of Banjaran cultural character values in Mustafawiyah Islamic Boarding School, Purbabaru,” MIQOT: J. Ilm. Ilm. Keislaman, vol. 46, no. 2, pp. 257–259, Dec. 2022, doi: 10.30821/miqot.v46i1.900. DOI: https://doi.org/10.30821/miqot.v46i2.900

A. Akmal, “Strenghtening students’ characters education through legal awareness policies analysis,” in Proceedings of the Annual Civic Education Conference (ACEC 2018), Paris, France: Atlantis Press, 2018. doi: 10.2991/acec-18.2018.82. DOI: https://doi.org/10.2991/acec-18.2018.82

A. Asrin and F. Musa, “Internalizing character: A phenomenological study of discipline, independence, and simplicity among pesantren students in Mandailing Natal,” Eduprof: Islamic Education Journal, vol. 7, no. 2, pp. 234–252, 2025, doi: 10.47453/eduprof.v7i2.344. DOI: https://doi.org/10.47453/eduprof.v7i2.344

K. Sommarström, E. Oikkonen, and T. Pihkala, “The school and the teacher autonomy in the implementing process of entrepreneurship education curricula,” Educ. Sci., vol. 11, no. 5, e215, May 2021, doi: 10.3390/educsci11050215. DOI: https://doi.org/10.3390/educsci11050215

Z. Zainuddin, A. Nafisah, and M. Muttaqin, “Transforming character education through the implementation of the independent curriculum in Indonesia,” International Journal of Education and Humanities, vol. 5, no. 3, pp. 560–572, 2025, doi: 10.58557/(ijeh).v5i3.346. DOI: https://doi.org/10.58557/(ijeh).v5i3.346

H. Blumer, Symbolic Interactionism: Perspective and Method. New Jersey, U.S.: Prentice-Hall. 1969.

C. Voutsina, “A practical introduction to in-depth interviewing,” Int. J. Res. Method Educ., vol. 41, no. 1, pp. 123–124, Jan. 2018, doi: 10.1080/1743727X.2017.1419693. DOI: https://doi.org/10.1080/1743727X.2017.1419693

R. M. Sølvik and A. E. H. Glenna, “Teachers’ potential to promote students’ deeper learning in whole-class teaching: An observation study in Norwegian classrooms,” J. Educ. Change, vol. 23, no. 3, pp. 343–369, Aug. 2022, doi: 10.1007/s10833-021-09420-8. DOI: https://doi.org/10.1007/s10833-021-09420-8

G. A. Bowen, “Document analysis as a qualitative research method,” Qualitative Res. J., vol. 9, no. 2, pp. 27–40, Aug. 2009, doi: 10.3316/QRJ0902027. DOI: https://doi.org/10.3316/QRJ0902027

M. B. Miles and A. M. Huberman, Qualitative Data Analysis: An Expanded Sourcebook, California: Sage. 1994.

V. Braun and V. Clarke, “Using thematic analysis in psychology,” Qual. Res. Psychol., vol. 3, no. 2, pp. 77–101, Jan. 2006, doi: 10.1191/1478088706qp063oa. DOI: https://doi.org/10.1191/1478088706qp063oa

Suyanto et al., Naskah Akademik Pembelajaran Mendalam Menuju Pendidikan Bermutu untuk Semua, Jakarta: Pusat Kurikulum dan Pembelajaran Kementerian Pendidikan Dasar dan Menengah RI, 2025.

G. A. Siswadi, “Pandangan Albert Bandura tentang teori kognitif sosial dan kontekstualisasinya dalam sistem pendidikan Hindu,” Japam: J. Pendidik. Ag., vol. 2, no. 01, pp. 1–11, 2022, doi: 10.25078/japam.v2i01.165. DOI: https://doi.org/10.25078/japam.v2i01.165

Downloads

Published

2026-08-06

How to Cite

Fitri, M., Wahyuningsih, & Nisa, K. R. (2026). How Deep Learning Pedagogy Shapes Character Education in Indonesian Madrasahs. Jurnal Praktik Baik Pembelajaran Sekolah Dan Pesantren, 5(02), 117–132. https://doi.org/10.56741/IISTR.pbpsp.002468

Plaudit