Fasilitasi deep learning melalui LKPD PBL-STEM terintegrasi Tri-N dan teknologi AR pada pembelajaran IPA SMP

Abstract

Artikel ini meninjau potensi sinergis dalam memfasilitasi deep learning pada pembelajaran IPA jenjang SMP melalui pengembangan Lembar Kerja Peserta Didik (LKPD) berbasis PBL-STEM. Media deep learning yang dikembangkan juga diintegrasikan juga dengan ajaran Tamansiswa (Niteni, Nirokke, Nambahi) dan teknologi Augmented Reality (AR) untuk menciptakan pengalaman belajar yang lebih bermakna. Penelitian ini bertujuan merancang pembelajaran yang imersif, interaktif, dan bermakna guna meningkatkan pemahaman konseptual serta keterampilan abad ke-21. Metode yang digunakan berupa telaah sistematis terhadap literatur relevan tahun 2017–2025 untuk mengidentifikasi potensi, tantangan, dan arah pengembangan model pembelajaran terintegrasi. Hasil menunjukkan bahwa LKPD berbasis STEM-PBL meningkatkan berpikir kritis dan pemecahan masalah, AR memperkuat visualisasi dan keterlibatan, sedangkan ajaran Tamansiswa memberi landasan etik dan karakter. Integrasi keempatnya berpotensi menciptakan pembelajaran holistik yang menumbuhkan kreativitas, kemandirian, dan nilai kebangsaan di era digital.

Keywords

Deep Learning; STEM; LKPD; Problem-Based Learning; Niteni Nirokke Nambahi; Augmented Reality

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References

[1] F. Stasolla Et Al., “Deep Learning And Reinforcement Learning For Assessing And Enhancing Academic Performance In University Students: A Scoping Review,” Ai, Vol. 6, No. 2, 2025, Doi: 10.3390/Ai6020040.

[2] S. A. Taqiyyah, B. S. Subali, S. Linuwih, Ellianawati, Siswanto, And M. M. Bin M. Yusof, “Pengembangan Lkpd Berbasis Android Dengan Pendekatan Stem Untuk Meningkatkan Kemampuan Berpikir Kritis,” J. Penelit. Pendidik. Ipa, Vol. 9, No. 12, Pp. 11151–11164, 2023, Doi: 10.29303/Jppipa.V9i12.4595.

[3] X. Cheng, J. Sun, And Aa. Zarifis, “Artificial Intelligence And Deep Learning In Educational Technology Research And Practice,” Br. J. Educ. Technol., Vol. 51, No. 6, Pp. 1837–1855, 2020, [Online]. Available: Https://Doi.Org/10.1111/Bjet.13018

[4] F. Lafifa, D. Rosana, S. Suyanta, S. Nurohman, And S. R. Dwi Astuti, “Integrated Stem Approach To Improve 21st Century Skills In Indonesia: A Systematic Review,” Int. J. Stem Educ. Sustain., Vol. 3, No. 2, pp. 252–267, 2023, Doi: 10.53889/Ijses.V3i2.219.

[5] E. Childs Et Al., “An Overview Of Enhancing Distance Learning Through Emerging Augmented And Virtual Reality Technologies,” IEEE Trans. Vis. Comput. Graph, Vol. 30, No. 8, Pp. 4480–4496, 2024, Doi: 10.1109/Tvcg.2023.3264577.

[6] R. Jiang, “Understanding, Investigating, And Promoting Deep Learning In Language Education: A Survey On Chinese College Students’ Deep Learning In The Online EFL Teaching Context,” Front. Psychol., Vol. 13, 2022, Doi: 10.3389/Fpsyg.. 2022.955565.

[7] V. B. Kovač, D. Nome, A. R. Jensen, And L. L. Skreland, “The Why, What, And How Of Deep Learning: Critical Analysis And Additional Concerns,” Educ. Inq., Vol. 16, No. 2, Pp. 237–253, 2025, Doi: 10.1080/20004508.2023.2194502.

[8] Y. Lecun, Y. Bengio, And G. Hinton, “Deep Learning,” Nature, Vol. 29, No. 7553, Pp. 1–73, 2019, [Online]. Available: Https://Doi.Org/10.1038/Nature14539

[9] E. Nimy, M. Mosia, And C. Chibaya, “Identifying At-Risk Students For Early Intervention—A Probabilistic Machine Learning Approach,” Appl. Sci., Vol. 13, No. 6, 2023, Doi: 10.3390/App13063869.

[10] F. Naseer, M. N. Khan, M. Tahir, A. Addas, And S. M. H. Aejaz, “Integrating Deep Learning Techniques For Personalized Learning Pathways In Higher Education,” Heliyon, Vol. 10, No. 11, P. E32628, 2024, Doi: 10.1016/J.Heliyon.2024.E32628.

[11] C. Yuan, N. Xiao, Y. Pei, Y. Bu, And Y. Cai, “Enhancing Student Learning Outcomes Through AI-Driven Educational Interventions: A Comprehensive Study Of Classroom Behavior And Machine Learning Integration,” Int. Theory Pract. Humanit. Soc. Sci., Vol. 2, No. 2, Pp. 197–215, 2025, Doi: 10.70693/Itphss.V2i2.216.

[12] N. P. Pertiwi, S. Saputro, S. Yamtinah, And A. Kamari, “Enhancing Critical Thinking Skills Through STEM Problem-Based Contextual Learning: An Integrated E-Module Education Website With Virtual Experiments,” J. Balt. Sci. education, pp. 739–766, 2019, doi: https://doi.org/10.33225/jbse/24.23.739.

[13] L. Kiswari, S. Singgih, and A. Muhlisin, “STEM-Based LKPD Development and Contextual Problems to Improve Explanation, Concluding, and Evaluating Skills,” Phenom. J. Pendidik. MIPA, vol. 12, no. 2, pp. 140–158, 2023, doi: 10.21580/phen.2022.12.2.12061.

[14] A. Widyawati, Suyanta, H. Kuswanto, A. K. Prodjo Santoso, and T. M. Zhanbyrbaevna, “The Teachings of Tamansiswa (Niteni, Nirokke, Nambahi) Based Epbl-Stem: Is It Feasible To Improve Critical Thinking Skills and Science Verbal Representation?,” Rev. Gest. Soc. e Ambient., vol. 18, no. 7, pp. 1–18, 2024, doi: 10.24857/rgsa.v18n7-027.

[15] Y. Zhang, M. A. Feijoo-Garcia, Y. Gu, V. Popescu, B. Benes, and A. J. Magana, “Virtual and Augmented Reality in Science, Technology, Engineering, and Mathematics (STEM) Education: An Umbrella Review,” Inf., vol. 15, no. 9, 2024, doi: 10.3390/info15090515.

[16] A. Suwito and B. Siswanto, “Development of STEM-based E-LKPD on substance pressure material to improve critical thinking skills of junior high school students,” Edusains, vol. 15, 2023, [Online]. Available: https://e-journal.iain-palangkaraya.ac.id/index.php/edusains/article/view/4243

[17] S. Chauhan and S. U. Parihar, “Cutting-edge Tech Integration in Education and Teaching Practices,” Int. J. Eng. Manag. Res., vol. 15, pp. 127–136, 2025, doi: 10.5281/zenodo 15381892.

[18] K. H. Dewantara. “Bagian Pertama: Pendidikan. Yogyakarta: Majelis Luhur Persatuan” Tamansiswa. 1936.

[19] A. W. Prasetyo and D. S. Ningrum. “Implementasi Nilai-Nilai Tri-N dalam Pembelajaran Sains di Sekolah”. Jurnal Pendidikan dan Kebudayaan. Vol. 15, No. 2, pp. 145–156. 2021

[20] Y. S. Widodo and A. R. Utami. “STEM-PBL Worksheet Development to Improve Critical Thinking Skills,” International Journal of Science Education, vol. 42, no. 3, pp. 215–230, 2020.

[21] N. Fauziah and B. Rahmawati, “Implementation of STEM-PBL Model in Science Learning: A Systematic Review,” Jurnal Pendidikan IPA Indonesia, vol. 9, no. 4, pp. 512–525, 2020.

[22] R. Firmansyah, S. Nurhayati, and M. Wibowo, “Augmented Reality-based Science Learning to Improve Concept Understanding,” Journal of Educational Technology, vol. 14, no. 2, pp. 87–96, 2021.

[23] D. S. Pramudita and R. Setyawati, “Revitalisasi Nilai Tri-N dalam Pembelajaran Era Digital,” Jurnal Filsafat dan Pendidikan, vol. 18, no. 1, pp. 33–45, 2022.

http://dx.doi.org/10.28989/cakrawala.v4i2.3574

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