Exploring Teachers’ and Students’ Perceptions of Deep Learning: Integrating Meaningful, Mindful, and Joyful Learning in ELT Classrooms

Authors

  • Dea Amanda Ricita Universitas Muhammadiyah Kalimantan Timur
  • Abdul Halim Universitas Muhammadiyah Kalimantan Timur
  • Sunarti Sunarti Universitas Muhammadiyah Kalimantan Timur

DOI:

https://doi.org/10.24903/bej.v7i2.2078

Keywords:

Deep learning; ELT; Perception; Meaningful; Mindful; Joyful learning.

Abstract

This study investigates teachers’ and students’ perceptions of deep learning within English Language Teaching (ELT) classrooms at SMK Negeri 15 Samarinda, focusing on the integration of meaningful, mindful, and joyful learning strategies. Employing a mixed-methods design, the research collected quantitative data through Likert-scale questionnaires from 66 students and 5 teachers, and qualitative data through semi-structured interviews with the same group of teachers. Quantitative results showed generally positive perceptions, with students reporting an average score of 3.17 on deep learning indicators. Notably, 86.3% strongly agreed that games and storytelling increased motivation, highlighting the value of joyful learning. Qualitative findings revealed key challenges, including limited infrastructure, inconsistent digital literacy, and curriculum constraints. However, teachers demonstrated adaptability through real-world projects, collaborative strategies, and reflective discipline. Despite minimal formal training, many educators intuitively applied deep learning principles. The study underscores the need for systemic support such as professional development and equitable resource allocation to ensure the effective and sustainable integration of deep learning in ELT practices.

References

A.K. Bordunos, Miletich, M. P., & Volkova, N. V. (2024). Mindful Learning: Principles and Prospect of Use in Higher Education. Psychological Science and Education, 29(4), 16–30. https://doi.org/10.17759/pse.2024290402

Agra, G., Formiga, N. S., Oliveira, P. S. de, Costa, M. M. L., Fernandes, M. das G. M., & Nóbrega, M. M. L. da. (2019). Analysis of the concept of Meaningful Learning in light of the Ausubel’s Theory. Revista Brasileira de Enfermagem, 72(1), 248–255. https://doi.org/10.1590/0034-7167-2017-0691

Alzahrani, I., & Alnufaie, M. (2024). Deep Learning Self-Regulation Strategies in the Learning of English as a Foreign Language Among Arab College Students. Teaching English as a Second or Foreign Language--TESL-EJ, 28(2). https://doi.org/10.55593/ej.28110a3

Aminah, S., Nur, D. R., & Ariyanti, A. (2019). An Analysis of Teacher Talk used by English Teacher at SMKN 5 Samarinda. Borneo Educational Journal (Borju), 1(1), 22–28. https://doi.org/10.24903/bej.v1i1.256

Andrade, H., & Valtcheva, A. (2009). Promoting learning and achievement through self-assessment. Theory Into Practice, 48(1), 12–19. https://doi.org/10.1080/00405840802577544

Arbain, A., & Nur, D. R. (2017). Techniques for teaching speaking skill in Widya Gama Mahakam University. Script Journal: Journal of Linguistics and English Teaching, 2(1), 13–25. https://doi.org/10.24903/sj.v2i1.80

Arbain, A., & Rohman, A. (2023). Dubbing as a Pedagogical Tool: An Experimental Study on Eleventh-Grade Students at SMAN 8 Samarinda. EDUCASIA: Jurnal Pendidikan, Pengajaran, Dan Pembelajaran, 8(2), 147–156. https://doi.org/10.21462/educasia.v8i2.155

Arbain, A., Taufik, A., & Nur, D. R. (2017). Daily English Phrases Book. UWGM Press.

Bakosh, L. S., Snow, R. M., Tobias, J. M., Houlihan, J. L., & Barbosa-Leiker, C. (2015). Maximizing Mindful Learning: Mindful Awareness Intervention Improves Elementary School Students’ Quarterly Grades. Mindfulness, 7(1), 59–67. https://doi.org/10.1007/s12671-015-0387-6

BKHM. (2025a, February 18). Mendikdasmen Tekankan Peran Deep Learning dalam Meningkatkan Kualitas Pendidikan Indonesia. Direktorat Sekolah Menengah Kejuruan. Direktorat Jenderal Pendidikan Vokasi. Kementerian Pendidikan Dan Kebudayaan Republik Indonesia. Retrieved March 4, 2025, from https://smk.kemdikbud.go.id/konten/123/mendikdasmen-tekankan-peran-deep-learning-dalam-meningkatkan-kualitas-pendidikan-indonesia.

BKHM. (2025b, February 17). Membangun Pendidikan Masa Depan: Wamendikdasmen Tekankan Pentingnya Deep Learning di Era Digital [Press release]. Kementrian Pendidikan Kebudayaan Riset dan Teknologi. Retrieved March 4, 2025, from https://www.dikdasmen.go.id/siaran-pers/Membangun%20Pendidikan%20Masa%20Depan:%20Wamendikdasmen%20Tekankan%20Pentingnya%20Deep%20Learning%20di%20Era%20Digital.

Braun, V., & Clarke, V. (2006). Using Thematic Analysis in Psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa

Chang, M. L. (2009). An appraisal perspective of teacher burnout: Examining the emotional work of teachers. Educational Psychology Review, 21(3), 193–218. https://doi.org/10.1007/s10648-009-9106-y

Corti, L., & Gelati, C. (2020). Mindfulness and Coaching to Improve Learning Abilities in University Students: A Pilot Study. International Journal of Environmental Research and Public Health, 17(6), 1935. https://doi.org/10.3390/ijerph17061935

Darling-Hammond, L., Hyler, M., & Gardner, M. (2017, June 5). Effective teacher professional development. Learning Policy Institute. https://learningpolicyinstitute.org/product/effective-teacher-professional-development-report

Ding, H., Chen, Y., & Wang, L. (2021). College English Online Teaching Model Based on Deep Learning. Security and Communication Networks, 2021, 1–11. https://doi.org/10.1155/2021/8919320

Dündar, E., & Merç, A. (2017). A Critical Review of Research on Curriculum Development and Evaluation In ELT. European Journal of Foreign Language Teaching, 2(1). https://doi.org/10.5281/zenodo.437574

Erliana, U., & Arbain, A. (2020). The Effectiveness of Using Video Clip in Teaching English Vocabulary at SD Fastabiqul Khairat Samarinda. IJOTL-TL: Indonesian Journal of Language Teaching and Linguistics, 5(2), 123–134.

Gandhi, N. R., P Pandiammal, C Mary Lowrencia, & Martin, N. (2024). Deep Learning in Streamlining Students by English Proficiency to Optimize Language Learning. 3, 4(3), 1–7. https://doi.org/10.46632/daai/4/3/1

Gracella, J., & Rahman Nur, D. (2020). Students’ Perception of English Learning through YouTube Application. Borneo Educational Journal (Borju), 2(1), 20–35. https://doi.org/10.24903/bej.v2i1.623

Han, X. (2022). Investigation on Deep Learning Model of College English Based on Multimodal Learning Method. Computational Intelligence and Neuroscience, 2022, 1–10. https://doi.org/10.1155/2022/7001392

Henriksen, D., Richardson, C., & Shack, K. (2020). Mindfulness and creativity: Implications for thinking and learning. Thinking Skills and Creativity, 37(37), 100689. https://doi.org/10.1016/j.tsc.2020.100689

Holflod, K. (2022). Playful learning and boundary-crossing collaboration in higher education: a narrative and synthesising review. Journal of Further and Higher Education, 1–16. https://doi.org/10.1080/0309877x.2022.2142101

Holyoke, L. B., Schiffelbein, K., Bryant, E., & Derrick, J. (2022). Exploring the transforming nature of a mindfulness course. Journal of Further and Higher Education, 1–14. https://doi.org/10.1080/0309877x.2021.2020221

Huang, C. (2022). Self-Regulation of Learning and EFL Learners’ Hope and Joy: A Review of Literature. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.833279

Huang, J. (2022). Personalized College English Learning Based on Deep Learning under the Background of Big Data. Computational Intelligence and Neuroscience, 2022, 1–9. https://doi.org/10.1155/2022/7361746

Jiang, R. (2022). Understanding, Investigating, and promoting deep learning in language education: A survey on chinese college students’ deep learning in the online EFL teaching context. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.955565

Jin, Y. (2024). Construction and Application of University English Smart Classroom Teaching Model Based on Deep Learning. Applied Mathematics and Nonlinear Sciences, 9(1). https://doi.org/10.2478/amns-2024-1291

Jørgensen, H. H., Schrøder, V., & Skovbjerg, H. M. (2022). Playful Learning, Space and Materiality: An Integrative Literature Review. Scandinavian Journal of Educational Research, 1–14. https://doi.org/10.1080/00313831.2021.2021443

Kay, R. H., Leung, S., & Tang, H. (2018). Technology use and student distractions in the classroom: A preliminary study. Canadian Journal of Learning and Technology, 44(1). https://doi.org/10.21432/T25X2G

Kovač, V. B., Nome, D. Ø., Jensen, A. R., & Skreland, L. Lj. (2023). The why, what and how of deep learning: critical analysis and additional concerns. Education Inquiry, 1–17. https://doi.org/10.1080/20004508.2023.2194502

Langer, E. J. (2000). Mindful Learning. Current Directions in Psychological Science, 9(6), 220–223. https://doi.org/10.1111/1467-8721.00099

Lestari, N., Winarsih, M., & Kusumawardani, D. (2023). Research trends in meaningful learning in distance education environments: A review of articles published in Q1 to Q3 indexed journal from 2012 to 2022. Jurnal Inovasi Teknologi Pendidikan, 10(2), 189–202. https://doi.org/10.21831/jitp.v10i2.56029

Liu, J., Li, Z., & Huang, Q. (2024). Research on the Construction of Translation Path of College English Teaching Based on Deep Learning Strategy. Applied Mathematics and Nonlinear Sciences, 9(1). https://doi.org/10.2478/amns-2024-0918

Machost, H., & Stains, M. (2023). Reflective practices in education: A primer for practitioners. CBE—Life Sciences Education, 22(2). https://doi.org/10.1187/cbe.22-07-0148

Mystakidis, S. (2021). Deep Meaningful Learning. Encyclopedia, 1(3), 988–997. https://doi.org/10.3390/encyclopedia1030075

Neghavati, A. (2016). Core Skills Training in a Teacher Training Programme. Procedia - Social and Behavioral Sciences, 232, 617–622. https://doi.org/10.1016/j.sbspro.2016.10.085

Novak, J. D. (2002). Meaningful learning: The essential factor for conceptual change in limited or inappropriate propositional hierarchies leading to empowerment of learners. Science Education, 86(4), 548–571. https://doi.org/10.1002/sce.10032

Nur, D. R. (2020). Virtual Reality adoption in Indonesia higher Education from lecturer’s voice. English Teaching Journal: A Journal of English Literature, Language and Education, 8(1), 31–35. https://doi.org/10.25273/etj.v8i1.6672

Nur, D. R., & Jamilah, J. (2022). English Language Imperative Level in Indonesia. Intensive Journal, 5(1), 36–43. http://dx.doi.org/10.31602/intensive.v5i1.5986

Paul, R. S. (2012). A Review of “Learning, Creating, and Using Knowledge: Concept Maps as Facilitative Tools in Schools and Corporation.” The Information Society, 28(1), 57–59. https://doi.org/10.1080/01972243.2012.632283

Pekrun, R., Goetz, T., Titz, W., & Perry, R. P. (2002). Academic emotions in students’ self-regulated learning and achievement: A program of qualitative and quantitative research. Educational Psychologist, 37(2), 91–105. https://doi.org/10.1207/S15326985EP3702_4

Peng, J. (2024). English Language Teaching Methods: Exploring the Impact of Various Approaches on Students’ Language Learning Outcomes. SHS Web of Conferences, 187, 01008–01008. https://doi.org/10.1051/shsconf/202418701008

Polman, J., Hornstra, L., & Volman, M. (2020). The meaning of meaningful learning in mathematics in upper-primary education. Learning Environments Research, 24(1). https://doi.org/10.1007/s10984-020-09337-8

Sailin, Siti Nazuar & Mahmor, Noor. (2018). Improving Student Teachers’ Digital Pedagogy through Meaningful Learning Activities. Malaysian Journal of Learning and Instruction. 15. 143-173. http://dx.doi.org/10.32890/mjli2018.15.2.6

Shamim, M., Choudhury, S., None Joyirsiram, Suresh, N., Frederick, N., Akshay Ashok Bannatti, & L. Rahunathan. (2023). English Language and Linguistic Teaching Strategies Based on Deep Learning. 2023 3rd International Conference on Technological Advancements in Computational Sciences (ICTACS). https://doi.org/10.1109/ictacs59847.2023.10390042

Tang, Y., Geng, L., Schultz, P. W., Zhou, K., & Xiang, P. (2017). The effects of mindful learning on pro-environmental behavior: A self-expansion perspective. Consciousness and Cognition, 51, 140–148. https://doi.org/10.1016/j.concog.2017.03.005

Taufiqurohman, T., Nurihsan, J., & Rachmawati, Y. (2022). Analysis of Factors that Influence Students’ Enjoyable Learning in Class: A Literature Review. QALAMUNA: Jurnal Pendidikan, Sosial, Dan Agama, 14(1), 513–528. https://doi.org/10.37680/qalamuna.v14i1.4360

Turner, S. F., Cardinal, L. B., & Burton, R. M. (2017). Research Design for Mixed Methods. Organizational Research Methods, 20(2), 243–267. https://doi.org/10.1177/1094428115610808

Vallori, A. B. (2014). Meaningful Learning in Practice. Journal of Education and Human Development, 3(4). https://doi.org/10.15640/jehd.v3n4a18

Veil, S. R. (2010). Mindful Learning in Crisis Management. Journal of Business Communication, 48(2), 116–147. https://doi.org/10.1177/0021943610382294

Wang, J. (2024). A Strategic Study of Using Deep Learning to Improve the Effectiveness of English Education in Colleges and Universities. Applied Mathematics and Nonlinear Sciences, 9(1). https://doi.org/10.2478/amns-2024-1776

Wang, Q., Zhang, Y., Zhang, Y., & Chen, T. (2023). The Impact of Mindful Learning on Subjective and Psychological Well-Being in Postgraduate Students. Behavioral Sciences, 13(12), 1009–1009. https://doi.org/10.3390/bs13121009

World Bank. (2018). World Development Report 2018: Learning to Realize Education’s Promise. World Bank. https://www.worldbank.org/en/publication/wdr2018.

Yang, Y. (2024). Application of Deep Learning Technology in English Practical Teaching. Deleted Journal, 20(3s), 1897–1906. https://doi.org/10.52783/jes.1729

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Published

2025-07-28

How to Cite

Dea Amanda Ricita, Abdul Halim, & Sunarti, S. (2025). Exploring Teachers’ and Students’ Perceptions of Deep Learning: Integrating Meaningful, Mindful, and Joyful Learning in ELT Classrooms. Borneo Educational Journal (Borju), 7(2), 323–347. https://doi.org/10.24903/bej.v7i2.2078

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