Implementation of Academic Supervision to Improve Teachers' Pedagogical Competence in Implementing Deep Learning (Multi Site Study: at SMK Tunas Bangsa and SMK Taman Bangsa)
DOI:
https://doi.org/10.31851/jmksp.v10i2.19704Keywords:
Academic, supervision, pedagogical competence, teachers, deep learningAbstract
This study aims to describe the implementation of academic supervision in enhancing teachers’ pedagogical competence in the practice of deep learning. The research employed a multi-site study with a qualitative descriptive approach, involving various stakeholders related to the implementation of academic supervision in schools, including school supervisors, principals, vice principals, quality assurance teams, human resource development teams, and teachers. Data were collected through observations, interviews, and document analysis. The validity of the data was tested using source triangulation, while the data analysis followed the Miles and Huberman (1994) framework, which consists of three stages: (1) data reduction, (2) data display, and (3) conclusion drawing. The findings reveal that the implementation of academic supervision at SMK Tunas Bangsa and SMK Taman Bangsa has been systematically, holistically, effectively, and sustainably planned, executed, and followed up. This implementation has had a positive impact on improving teachers’ pedagogical competence, particularly in applying deep learning.
References
Adiputri, R. D. (2023). The Influence of Global Education in Indonesia: PISA Tests, Different Conceptions of National Assessment and the Policymaking Process. In Education and Power in Contemporary Southeast Asia. https://doi.org/10.4324/9781003397144-4
Antonio, D. M. S. (2007). Creating better schools through democratic school leadership. International Journal of Leadership in Education, 11(1), 43–62. https://doi.org/10.1080/13603120601174311
Bayuo, J., Wong, F., Li, Y., Lu, W., & Wong, A. (2024). Framing the Multi-Centre Qualitative Research Design as a Novel Methodology for Nursing and Healthcare Research: Reflections and A Methodological Discussion. Journal of Advanced Nursing. https://doi.org/10.1111/jan.16548
Bogas, P. (2023). Greater diversification of activities, greater integration of student profiles. In Handbook of Research on Coping Mechanisms for First-Year Students Transitioning to Higher Education (pp. 265–278). IGI Global. https://doi.org/10.4018/978-1-6684-6961-3.ch016
Campuzano, M. E. P. (2023). Effects of School Supervision on Quality in Primary and Lower Secondary Level. Revista Electronica de Investigacion Educativa, 25. https://doi.org/10.24320/REDIE.2023.25.E16.4538
Cansoy, R., Kılınç, A. Ç., & Türkoğlu, M. E. (2025). Barriers to school principals’ effective instructional supervision practices: evidence from a centralised educational context. Educational Studies, 51(1), 114–131. https://doi.org/10.1080/03055698.2024.2322942
Chen, A., Li, W., & Fu, W. (2024). Unleashing digital superheroes: Unravelling the empathy factor in digital competence and online teacher autonomy support. British Journal of Educational Technology, 55(4), 1790–1810. https://doi.org/10.1111/bjet.13433
Chung, K. S. (2023). Deep Learning-Based Adaptable Learning Analytics Platform for Non-verbal Virtual Experiment/Practice Learning Contents. In Y. X.-S., S. R.S., D. N., & J. A. (Eds.), Lecture Notes in Networks and Systems: Vol. 693 LNNS (pp. 683–690). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-99-3243-6_55
Dimyati, M., Supriyati, Y., & Akbar, M. (2019). Analysis of the effect of supervision, self- efficacy, and work commitments on teacher’s professionality (Case study: Junior high school in east Jakarta-Indonesia). International Journal of Innovative Technology and Exploring Engineering, 8(6), 99–103.
Domínguez-Castillo, J., Arias-Ferrer, L., Sánchez-Ibáñez, R., Egea-Vivancos, A., García-Crespo, F. J., & Miralles-Martínez, P. (2021). A competence-based test to assess historical thinking in secondary education: Design, application, and validation. Historical Encounters, 8(1), 30–45. https://doi.org/10.52289/hej8.103
Espinosa, J. L., Rodríguez, A. D. V, Bravo, A. V, Vázquez-Armenta, G., & Lopez, M. (2024). We’re all in this together: How peer-assisted learning makes everyone strong. In the Lifelong Learning Journey of Health Professionals: Continuing Education and Professional Development (pp. 147–163). IGI Global. https://doi.org/10.4018/978-1-6684-6756-5.ch008
Estaji, M., & Ghiasvand, F. (2022). Classroom Supervision and Professionalism: Matches and Mismatches in the Perceptions of Novice and Experienced Teachers. Applied Research on English Language, 11(3), 1–36. https://doi.org/10.22108/ARE.2022.131707.1817
Fan, G., & Zhang, L. (2020). Education governance and school autonomy: The progressive reform of K-12 school in China. In Handbook of Education Policy Studies: School/University, Curriculum, and Assessment, Volume 2 (pp. 55–93). Springer Singapore. https://doi.org/10.1007/978-981-13-8343-4_3
Hidayat, I. M., Siregar, E. S., Hasibuan, S. A., Ika Purnama Sari, & Anggraini, Y. (2023). THE IMPLEMENTATION OF CLASSPOINT IN LEARNING ENGLISH: A CASE STUDY AT SMK MUHAMMADIYAH 3 KARANGANYAR ON ELEVENTH GRADE IN ACADEMIC YEAR 2021/2022. JISAE: Journal of Indonesian Student Assessment and Evaluation, 9(2). https://doi.org/10.21009/jisae.v9i2.36808
Hidayati, W., Raharjo, T. J., & Sutarto, J. (2025). Effectiveness of Academic Supervision Models in Improving Teacher Performance in Kindergarten Schools. Perspektivy Nauki i Obrazovania, 73(1), 718–731. https://doi.org/10.32744/pse.2025.1.46
Hilmi, I. (2024). Teacher Competencies, The Shortage of School Resources and Mathematics Achievement Based on PISA 2018 Indonesia. Mathematics Education Journal, 18(2), 245–258. https://doi.org/10.22342/jpm.v18i2.pp245-258
Hossain, M. N., Long, Z. A., & Seid, N. (2024). Emotion Detection Through Facial Expressions for Determining Students’ Concentration Level in E-Learning Platform. In Y. X.-S., S. Sherratt, N. Dey, & A. Joshi (Eds.), Lecture Notes in Networks and Systems: Vol. 1012 LNNS (pp. 517–530). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-97-3556-3_42
Jacobsen, M., Friesen, S., & Becker, S. (2024). LEARNING DOCTORAL SUPERVISION IN EDUCATION: A CASE STUDY OF ON-THE-JOB DEVELOPMENT OF EFFECTIVE MENTORING PRACTICES. International Journal of Doctoral Studies, 19. https://doi.org/10.28945/5375
Jannah, M. (2020). The implementation of character education on the tarbiyah and teachers training faculty at the state Islamic University Indonesia (morality reinforcement approach). International Journal of Innovation, Creativity and Change, 12(12), 1–24. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85084446652&partnerID=40&md5=f6a269f54887412faae0256a3d9e5626
Japar, M., Sumantri, M. S., & Heldy, R. P. P. (2024). Analysis of Character Education Values: School-Based Character in Indonesia. Educational Administration: Theory and Practice, 30(1), 334–347. https://doi.org/10.52152/kuey.v30i1.665
König, J., Blömeke, S., Jentsch, A., Schlesinger, L., née Nehls, C. F., Musekamp, F., & Kaiser, G. (2021). The links between pedagogical competence, instructional quality, and mathematics achievement in the lower secondary classroom. Educational Studies in Mathematics, 107(1), 189–212. https://doi.org/10.1007/s10649-020-10021-0
León-Jiménez, S., Segovia-Aguilar, B., & del Mar García-Cabrera, M. (2024). Dialogic Pedagogical Gatherings: Evolution of Teacher Training for Social Impact. HSE Social and Education History, 13(3), 188–206. https://doi.org/10.17583/hse.15141
Li, C., Huang, C., & Yang, H. (2022). Development of artificial intelligence application in oral clinical diagnosis and treatment. Journal of Prevention and Treatment for Stomatological Diseases, 30(11), 821–826. https://doi.org/10.12016/j.issn.2096-1456.2022.11.010
Magill, K. R., & Blevins, B. (2020). Theory–praxis gap: Social studies teaching and critically transformational dialogue. Teachers College Record, 122(7), 179–204.
Mărincaș, A., Trif, S., & Opre, N.-A. (2025). The Relationship Between Students’ Perception of Teacher Enthusiasm and Learning Motivation: The Mediating Role of Basic Psychological Needs. Cognition, Brain, Behavior. An Interdisciplinary Journal, 29(1), 137–158. https://doi.org/10.24193/cbb.2025.29.07
Muhammad Jundi, Dalle, M., & Safwan Rehan. (2024). Cultivating Unity, Soft Skills, and Arabic Proficiency among Students: A Comprehensive Exploration of Mukhayyam al-Lughah al-Arabiyah Program. LISANIA: Journal of Arabic Education and Literature, 8(1), 58–82. https://doi.org/10.18326/lisania.v8i1.58-82
Muhdhar, M. H. I. A., Maharani, O. N., Abdillah, R. R., Ilma, S., & Mardiyanti, L. (2024). Analysis of critical thinking skills of SMAN 7 Malang students. In H. Habiddin & T. Ronceviv (Eds.), AIP Conference Proceedings (Vol. 3106, Issue 1). American Institute of Physics. https://doi.org/10.1063/5.0215533
Muhibbin, A., Patmisari, P., Naidu, N. B. M., Prasetiyo, W. H., & Hidayat, M. L. (2023). An analysis of factors affecting student wellbeing: Emotional intelligence, family and school environment. International Journal of Evaluation and Research in Education, 12(4), 1954–1963. https://doi.org/10.11591/ijere.v12i4.25670
Nasrulloh, I., Rahadian, D., Hamdani, N. A., Imania, K. A. N., & Rikaldi, P. B. R. (2021). A comparative study: Multimedia interactive use on contextual and cooperative approaches in increasing mathematical understanding. In K. I., W. I., J. null, & A. C.U. (Eds.), Journal of Physics: Conference Series (Vol. 1987, Issue 1). IOP Publishing Ltd. https://doi.org/10.1088/1742-6596/1987/1/012015
Ngwenya, V. C. (2020). School-based supervision enhances the professional development of teachers. South African Journal of Education, 40(3), 1–10. https://doi.org/10.15700/saje.v40n3a1744
Niiniluoto, I. (2022). Concepts, Experts, and Deep Learning. In Frontiers Collection: Vol. Part F902 (pp. 577–586). Springer VS. https://doi.org/10.1007/978-3-030-92192-7_31
Nisa, K., Imron, A., Sobri, A. Y., Hariyadi, R., Anggara, R. A., Risaldi, D., Azizah, F., Attamimi, M. R., & Nada Salym, A. Q. (2024). Increasing teacher professionalism through the implementation of digital academic supervision in Indonesian secondary school: Personal learning networks as mediator. Journal of Infrastructure, Policy and Development, 8(8). https://doi.org/10.24294/jipd.v8i8.6420
Noor, I. H. M., & Sofyaningrum, E. (2020). The academic supervision of the school principal: A case in Indonesia. Journal of Educational and Social Research, 10(4), 81–93. https://doi.org/10.36941/JESR-2020-0067
Ouahi, M., Khoulji, S., & Kerkeb, M. L. (2024). Analysis of Deep Learning Development Platforms and Their Applications in Sustainable Development within the Education Sector. In S. K., G. O., & K. M.L. (Eds.), E3S Web of Conferences (Vol. 477). EDP Sciences. https://doi.org/10.1051/e3sconf/202447700098
Picardal, M. T., & Sanchez, J. M. P. (2022). Effectiveness of Contextualization in Science Instruction to Enhance Science Literacy in the Philippines: A Meta-Analysis. International Journal of Learning, Teaching and Educational Research, 21(1), 140–156. https://doi.org/10.26803/ijlter.21.1.9
Puad, L. M. A. Z., & Ashton, K. (2023). A critical analysis of Indonesia’s 2013 national curriculum: Tensions between global and local concerns. Curriculum Journal, 34(3), 521–535. https://doi.org/10.1002/curj.194
Quan, L. (2022). An Analysis of the Influence of Different Ways of Context Construction on the Teaching Effect of Intensive Reading and Extensive Reading for English Majors. Advances in Multimedia, 2022. https://doi.org/10.1155/2022/6833203
Rao, N., Li, Q., Murphy, S., & Chu, S. L. (2023). The Context for Contextualizing - Design Implications for Adaptive Teacher Support Systems for More Relevant Instruction. In C. M., C. N.-S., K. R., R. G., S. D.G., & T. A. (Eds.), Proceedings - 2023 IEEE International Conference on Advanced Learning Technologies, ICALT 2023 (pp. 71–73). Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/ICALT58122.2023.00027
Rukajat, A., Gusniar, I. N., Abas, T. T., Nurkhalizah, E., & Bachruddin, R. (2024). Utilizing Information and Communication Technology in Scalable Management Strategies for TeacherDevelopment. EAI Endorsed Transactions on Scalable Information Systems, 11(2), 1–11. https://doi.org/10.4108/eetsis.4444
Rusilowati, A., Hidayah, I., Nugrahani, R., Abidin, Z., Hutagalung, F. D., Sofchah, T., & Ariyanti, S. W. (2024). Child-Friendly School And Its Relationship With The Merdeka Curriculum In Forming The Students’ Character Through Science Learning. Jurnal Pendidikan IPA Indonesia, 13(1), 137–146. https://doi.org/10.15294/jpii.v13i1.44482
Setiawan, D., Triyono, M. B., Nurtanto, M., Majid, N. W. A., & Hamid, M. A. (2025). Assessing pedagogical competence of productive teachers in vocational secondary schools: a mixed approach. Journal of Education and Learning, 19(2), 792–804. https://doi.org/10.11591/edulearn.v19i2.21930
Suherman, A., Komariah, A., Kurniady, D. A., Rahyasih, Y., & Karnati, N. (2020). The improvement of teaching effectiveness through supervising academic practice with the grow me please model. International Journal of Innovation, Creativity and Change, 12(5), 411–422. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85084406387&partnerID=40&md5=3615be5dd963da664c038f8510a6c8a2
Suherman, S., Zafirah, A., Agusti, F. A., & Usman, R. (2020). The Effectiveness of AR-Geometry Interactive Book in Increasing Students’ Mathematical Reasoning Skill. Journal of Physics: Conference Series, 1554(1). https://doi.org/10.1088/1742-6596/1554/1/012075
Tadeko, N., & Fitrasari, D. (2024). TPACK e-learning development for increasing pedagogical competence in science’s teacher. In S. A., R. U., S. M., & R. K. (Eds.), AIP Conference Proceedings (Vol. 3058, Issue 1). American Institute of Physics. https://doi.org/10.1063/5.0201247
Tang, J., Zhang, P., & Zhang, J. (2023). DESIGN AND IMPLEMENTATION OF INTELLIGENT EVALUATION SYSTEM BASED ON PATTERN RECOGNITION FOR MICROTEACHING SKILLS TRAINING. International Journal of Innovative Computing, Information and Control, 19(1), 153–162. https://doi.org/10.24507/ijicic.19.01.153
Utari, R., Wijayanti, W., Abduljabar, C. S., Niron, M. D., Rahmawati, T., & Wibowo, U. B. (2024). A Comparative Study of Middle School’s Ethical Climate in Indonesia. Ethics in Progress, 15(1), 26–54. https://doi.org/10.14746/eip.2024.1.2
Wu, Y. (2023). Methods for Predicting Student Learning Behavior in Inclusive Education Scenarios with Deep Learning. ACM International Conference Proceeding Series, 1002–1006. https://doi.org/10.1145/3644523.3644704
Wulandari, S. A., & Arifin, Z. (2020). Digital pedagogical competence evaluation of teachers and strategies of school principals. In A. E.A., S. A., W. H.S., M. null, & H. M. (Eds.), Journal of Physics: Conference Series (Vol. 1469, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1469/1/012075
Xu, S., & Sze, S. (2024). Enhancing University Performance Evaluation through Digital Technology: A Deep Learning Approach for Sustainable Development. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-024-01928-7
Yuliana, L., Setiawan, J., & Fadli, M. R. (2023). The performance of vocational high school principal’s learning supervision in Indonesia. International Journal of Evaluation and Research in Education, 12(3), 1486–1496. https://doi.org/10.11591/ijere.v12i3.24995
Zhang, J., Wu, J., Sun, X., Yang, Y., & Zhou, M. (2023). Technology-Enabled Project-Based Learning: Let Every Child Embrace “Good Learning.” In Lecture Notes in Educational Technology: Vol. Part F1761 (pp. 93–99). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-99-6225-9_11
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