Integrating Deep Learning Into School-Based Guidance and Counseling Services: Training Junior High School Counselors in the Socratic Method
DOI:
https://doi.org/10.22460/fokus.v9i2.29481Kata Kunci:
Deep learning, Socratic method, school counseling, professional development, APPLE modelAbstrak
The abstract should end with a comment about the importance of a brief outcome or conclusion. The integration of information and communication technology (ICT) in education often remains limited to knowledge transfer without adequately promoting critical thinking or emotional development. School counselors are expected to adopt holistic, student-centered approaches aligned with deep learning principles. This study aimed to enhance junior high school counselors' competencies in Garut Regency through Socratic method training as a strategy for implementing deep learning principles in guidance and counseling services. A qualitative participatory action research design was employed with 51 guidance and counseling teachers using the APPLE Facilitation Model (Assess, Plan, Prepare, Lead, Evaluate). Data were collected through reflective exercises, service plan development, practical implementation observations, and in-depth interviews, then analyzed using thematic analysis. Profound professional transformation emerged across four dimensions: identity shift from advice-givers to facilitators, enhanced student engagement, collaborative professional culture development, and increased comfort with uncertainty. Implementation outcomes showed 98% increased confidence in student-centered approaches, 91% motivation for facilitative methods, and 96% intention to implement Socratic questioning. The integration of deep learning principles through Socratic method training demonstrated significant promise for enhancing school-based guidance and counseling effectiveness. The APPLE model proved effective for systematic professional transformation in Indonesian educational contexts.
Referensi
Andrade-Castellanos, C. A., Cuevas-álvarez, L., & Ramos-Herrera, I. M. (2024). Perception of medical interns regarding the implementation of the Socratic method as a learning strategy | Percepción de los médicos internos sobre la implementación del método socrático como estrategia de aprendizaje. Investigacion En Educacion Medica, 13(52). https://doi.org/10.22201/fm.20075057e.2025.53.24625
Ang, B. H., Gollapalli, S. D., & Ng, S.-K. (2023). Socratic Question Generation: A Novel Dataset, Models, and Evaluation. Eacl 2023 17th Conference of the European Chapter of the Association for Computational Linguistics Proceedings of the Conference, 147–165. https://doi.org/10.18653/v1/2023.eacl-main.12
Avdiu, E., Bekteshi, E., & Gollopeni, B. (2025). Learning skills for the future – implementing the 21st-century learning. Multidisciplinary Science Journal, 7(1). https://doi.org/10.31893/multiscience.2025011
Blaschke, L. M., & Hase, S. (2016). Heutagogy: A Holistic Framework for Creating Twenty-First-Century Self-determined Learners. In Lecture Notes in Educational Technology (Issue 9783662477). https://doi.org/10.1007/978-3-662-47724-3_2
Brigman, G., Villares, E., & Webb, L. (2017). Evidence-based school counseling: A student success approach. In Evidence Based School Counseling A Student Success Approach.
Chae, N., Sheely-Moore, A. I., & Johnson, C. (2022). Mindsets and behaviors for students and professional school counselors. In Foundations of School Counseling Innovation in Professional Practice. https://doi.org/10.1891/9780826187536.0005
Chen, J., & Singh, C. K. S. (2024). A Systematic Review on Deep Learning in Education: Concepts, Factors, Models and Measurements. Journal of Education and Educational Research, 7(1), 125–129. https://doi.org/10.54097/GZK2YD38
Chiang, C.-M., Su, Y.-Y., & Tsai, M.-C. (2023). Novice school guidance counselors at elementary and junior high schools: Investigation of individual supervision using the self-awareness supervision model. Bulletin of Educational Psychology, 54(3), 637–662. https://doi.org/10.6251/BEP.202303_54(3).0006
Chu, J., & Leino, A. (2017). Advancement in the Maturing Science of Cultural Adaptations of Evidence-Based Interventions. Journal of Consulting and Clinical Psychology, 85(1), 45–57. https://doi.org/10.1037/ccp0000145
Dack, H., & Merlin-Knoblich, C. (2023). School counselors’ experiences strengthening classroom instruction through professional development. Journal of Counseling and Development, 101(3), 293–309. https://doi.org/10.1002/jcad.12472
Dollarhide, C. T., Gibson, D. M., Brashear, K. L., Huynh, J., Marshall, B., & Robinson, K. (2023). Lessons from professional identity development literature: A qualitative content analysis. Counselor Education and Supervision, 62(3), 207–221. https://doi.org/10.1002/ceas.12269
Dunst, C. J., & Trivette, C. M. (2009). Let’s be pals: An evidence-based approach to professional development. Infants and Young Children, 22(3), 164–176. https://doi.org/10.1097/IYC.0b013e3181abe169
Estrada-Molina, O., Mena, J., & López-Padrón, A. (2024). The Use of Deep Learning in Open Learning: A Systematic Review (2019 to 2023). The International Review of Research in Open and Distributed Learning, 25(3), 370–393. https://doi.org/10.19173/IRRODL.V25I3.7756
Fakour, H., & Imani, M. (2025). Socratic wisdom in the age of AI: a comparative study of ChatGPT and human tutors in enhancing critical thinking skills. Frontiers in Education, 10, 1528603. https://doi.org/10.3389/FEDUC.2025.1528603/BIBTEX
Fathoni, A., Muhibbin, A., Arifin, Z., Habiby, W. N., & Ismail, M. E. (2021). Implementation of guidance and counselling services to Muhammadiyah elementary schools, Surakarta, provincial central Java, Indonesia. Kasetsart Journal of Social Sciences, 42(1), 177–184. https://doi.org/10.34044/j.kjss.2021.42.1.28
Favero, L., Pérez-Ortiz, J. A., Käser, T., & Oliver, N. (2025). Enhancing Critical Thinking in Education by Means of a Socratic Chatbot. In Communications in Computer and Information Science: Vol. 2519 CCIS. https://doi.org/10.1007/978-3-031-93409-4_2
Fawzia, S., & Karim, A. (2024). Exploring the connection between deep learning and learning assessments: a cross-disciplinary engineering education perspective. Humanities and Social Sciences Communications, 11(1), 1–10. https://doi.org/10.1057/S41599-023-02542-9;SUBJMETA
Gibson, D., Dollarhide, C., & Moss, J. (2010). Professional identity development: A grounded theory of transformational tasks of new counselors. Counselor Education and Supervision, 50(1), 21–38. https://doi.org/10.1002/j.1556-6978.2010.tb00106.x
Giuseffi, F. (2021). How the Socratic Method Engenders Authentic Educational Experiences. In How the Socratic Method Engenders Authentic Educational Experiences.
Habermacher, A. (2025). Socratic method. In Elgar Concise Encyclopedia of Legal Education. https://doi.org/10.4337/9781035302932.ch99
Hani, K. (2022). The Relationship between the Socratic Method and the Love of Knowledge (Philosophia). Journal of Philosophical Investigations, 16(40), 181–195. https://doi.org/10.22034/jpiut.2022.52220.3263
Jen Chiu, Y.-C., Ntinda, K., Lee, H., Chen, R. K., Lu, J., & Castillo, Y. A. (2024). Integrating Technology to Support Learning and Accessibility in Counselor Education and Supervision. In Innovative Approaches in Counselor Education for Students with Disabilities. https://doi.org/10.4018/979-8-3693-3342-6.ch005
Kovač, V. B., Nome, D., Jensen, A. R., & Skreland, L. L. (2025). The why, what and how of deep learning: critical analysis and additional concerns. Education Inquiry, 16(2), 237–253. https://doi.org/10.1080/20004508.2023.2194502
Luan, W. S. (2023). ICT for teacher education in the 21st century do student affective traits matter? In ICT for Teacher Education in the 21st Century do Student Affective Traits Matter.
Mahoney, B. B., Oostdam, R. R., Nieuwelink, H. H., & Schuitema, J. J. (2023). Learning to think critically through Socratic dialogue: Evaluating a series of lessons designed for secondary vocational education. Thinking Skills and Creativity, 50. https://doi.org/10.1016/j.tsc.2023.101422
Montazeri, M. S. (2022). Psychotherapist’s Guide to Socratic Dialogue. In Psychotherapist S Guide to Socratic Dialogue. https://doi.org/10.1007/978-3-031-07972-6
Naudé, L. (2024). Thematic Analysis: Generating Patterns of Meaning in Emerging Adult Research. In Flourishing as A Scholar Research Methods for the Study of Emerging Adulthood. https://doi.org/10.1093/oso/9780197677797.003.0017
Nghiem, X.-H., Yadav, R., Yadav, M., Dewasiri, N. J., & Ranasinghe, A. (2025). Project-based learning and inquiry-based learning. In Exploration of K 12 Teaching and Learning for Teacher Educators. https://doi.org/10.4018/979-8-3693-9370-3.ch009
Overholser, J. C., & Beale, E. (2023). The art and science behind socratic questioning and guided discovery: a research review. Psychotherapy Research, 33(7), 946–956. https://doi.org/10.1080/10503307.2023.2183154
Oyler, D. R., & Romanelli, F. (2014). The fact of ignorance revisiting the socratic method as a tool for teaching critical thinking. American Journal of Pharmaceutical Education, 78(7). https://doi.org/10.5688/ajpe787144
Pitorini, D. E., Suciati, & Harlita. (2025). Using an e-module based on problem-based learning combined with socratic dialogue to develop students’ critical thinking skills: A qualitative study. Journal of Educators Online, 22(1). https://doi.org/10.9743/JEO.2025.22.1.18
Pitsoe, V. J. (2025). Navigating the fourth industrial revolution: Challenges and opportunities for global workplace learning and teacher professional development. In Navigating the Global Workforce Through Bold Workplace Learning and Professional Development. https://doi.org/10.4018/979-8-3693-3338-9.ch010
Power, A., & Underwood, J. (2018). CPD and revalidation: Theory, practice and lessons from teachers. British Journal of Midwifery, 26(6), 409–411. https://doi.org/10.12968/bjom.2018.26.6.409
Prendergast, D. (2024). Understanding young people’s enjoyment and its links with attainment in history. In An International Approach to Developing Early Career Researchers A Pipeline to Robust Education Research. https://doi.org/10.4324/9781003455066-7
Rohnke, Karl. (1996). Quicksilver: adventure games, initiative problems, trust activities. https://books.google.com/books/about/QuickSilver.html?id=6xJHAAAAMAAJ
Romero-Ochoa, M. A., Romero-González, J. A., Perez-Soltero, A., Terven, J., García-Ramírez, T., Córdova-Esparza, D. M., & Espinoza-Zallas, F. A. (2025). Knowledge Management Strategies Supported by ICT for the Improvement of Teaching Practice: A Systematic Review. Information (Switzerland), 16(5). https://doi.org/10.3390/info16050414
Sangganjanavanich, V. F., & Balkin, R. S. (2013). Burnout and job satisfaction among counselor educators. Journal of Humanistic Counseling, 52(1), 67–79. https://doi.org/10.1002/j.2161-1939.2013.00033.x
View of Implementation of Deep Learning in Education: Towards Mindful, Meaningful, and Joyful Learning Experiences. (n.d.). Retrieved September 21, 2025, from https://journals2.ums.ac.id/jdl/article/view/11157/3575
Vittorio, L. N., Murphy, S. T., Braun, J. D., & Strunk, D. R. (2022). Using Socratic Questioning to promote cognitive change and achieve depressive symptom reduction: Evidence of cognitive change as a mediator. Behaviour Research and Therapy, 150. https://doi.org/10.1016/j.brat.2022.104035
Wilkerson, K. (2009). An examination of burnout among school counselors guided by stress-strain-coping theory. Journal of Counseling and Development, 87(4), 428–437. https://doi.org/10.1002/j.1556-6678.2009.tb00127.x
Wilkerson, K., & Bellini, J. (2006). Intrapersonal and organizational factors associated with burnout among school counselors. Journal of Counseling and Development, 84(4), 440–450. https://doi.org/10.1002/j.1556-6678.2006.tb00428.x
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