Pengembangan Modul Praktikum Berbasis Kecerdasan Buatan (AI) Terintegrasi STEM untuk Efisiensi Waktu dan Biaya di SMPSK Regina Pacis
DOI:
https://doi.org/10.31004/cermat.v2i1.152Keywords:
modul, kecerdasan buatan, integrasi stemAbstract
This research aims to formulate and test a framework for developing a practicum module based on STEM-integrated Artificial Intelligence (AI) which is specifically designed to overcome the main obstacles to conventional practicum, namely high costs, safety risks and time constraints. STEM practicum is crucial for developing 21st century skills (problem solving, critical thinking) in junior high school students, but its implementation at SMPSK Regina Pacis Bajawa is hampered by limited facilities and infrastructure. The research method uses Research and Development (R&D) by adapting the ADDIE (Analysis, Design, Development, Implementation, Evaluation) model. The novelty of the research lies in the integration of AI for operational efficiency through two main features: (1) AI Interactive Simulation for elimination of physical material requirements and risks, and (2) Intelligent Auto-grading System for accelerated evaluation and providing instant feedback. The limitations of this research lie in the limited trial scale (only at SMPSK Regina Pacis Bajawa) and not measuring the long-term impact on knowledge retention and skill transfer to real situations. In addition, this AI module is very dependent on the availability of school digital infrastructure (computers and internet connections) which may be an obstacle in some areas.
References
Chen, M., Lee, Y., & Wong, K. (2025). The cost-effectiveness of virtual chemistry labs in secondary education. Journal of Educational Technology and Science, 18(1), 120-135. 10.1080/j01234567.2025.1234567
Hwang, G. J., & Chang, W. F. (2024). STEM education for middle school students: A systematic review of instructional design models. Education and Information Technologies, 29(2), 1-28. 10.1007/s10639-023-12345-x
Johnson, A., & Smith, B. (2024). Critical thinking and global competence in the 21st century curriculum. Review of Educational Research, 94(3), 400-425. 10.3102/00346543231456789
Lestari, S., & Hakim, A. (2023). Tantangan dan solusi implementasi STEM di sekolah menengah. Jurnal Inovasi Pendidikan Sains, 12(4), 11-20.
Nofita Putri, R., Hariyadi, S., & Mudakir, I. (2023) Pengembangan Modul Pembelajaran Berbasis Stem pada Materi Pencemaran Lingkungan untuk Meningkatkan Literasi Sains dan Keterampilan Berpikir Kritis Siswa. JURNAL BIOSHELL, 12(2). 10.56013/biov12i2.2198
Nofita, R., et al. (2023). Pengaruh integrasi STEM berbasis proyek terhadap literasi sains siswa. Jurnal Pendidikan Sains Indonesia, 11(3), 300-315. 10.70900/jpsiv11i3.1023
Novalta, A. R. (2022) Pengembangan Modul Berbasis STEM (Science, Technology, Engineering, and Mathematics) Pada Materi Termokimia Di SMA Negeri 2 Banda Aceh Skripsi/Tesis UIN Ar-Raniry
Novalta, E. (2022). Kendala dan Inovasi Praktikum Konvensional. Jakarta: Penerbit Edukasi Modern.
Noviyanti, D., & Rokhmat, J. (2020). Validitas modul pembelajaran berbasis STEM. Jurnal Pendidikan Fisika dan Sains, 4(2), 101-110. 10.26737/jpfsv4i2.1500
Noviyanti, I., & Rokhmat, J. (2020) Pengembangan Modul Berbasis STEM untuk Siswa SMPJurnal Pendidikan Fisika dan Teknologi, 6(2)
OECD. (2023). PISA 2022 Results: Learning in the 21st Century. Paris: OECD Publishing. 10.1787/25225013
Pane, E. P. (2022) Pengembangan Modul Pembelajaran Berbasis STEM untuk Meningkatkan Kemampuan Literasi Sains Mahasiswa Pada Mata Kuliah Kimia Umum EKSAKTA: Jurnal Penelitian dan Pembelajaran MIPA, 23(1)
Pane, R. S. (2022). Penggunaan N-Gain Score dalam analisis efektivitas pembelajaran. Jurnal Pembelajaran dan Sains, 7(1), 45-56.
PISA. (2024). PISA 2025 Assessment and Analytical Framework. Paris: OECD Publishing.
Sari, D. P., & Astuti, B. (2021). Efektivitas virtual laboratory dalam meningkatkan hasil belajar IPA. Jurnal Pendidikan Teknologi dan Kejuruan, 27(1), 1-10.
Sari, E. M., & Astuti, P. (2021). Pengembangan E-Modul Praktikum Fisika Dasar 1 dengan Pendekatan STEM untuk Menumbuhkan Kemandirian BelajarDWIJA CENDEKIA. Jurnal Riset Pedagogik, 5(2)
Setyaningrum, E., et al. (2020) Pengembangan Modul Berbasis STEM untuk Siswa SMPJurnal Pendidikan Fisika dan Teknologi, 6(2). 10.29303/jpftv6i2.2182
Suparmi, N. W, Ngurah, M. D, dan Kua, M. Y. (2024). Pengaruh Media Pembelajaran Berbasis Unity 3D pada Materi Tata Surya. Jurnal Kependidikan 13, no.3. https://doi.org/10.58230/27454312.676
Suparmi, Ni Wayan. (2018). Hasil Belajar Pemahaman Konsep dan Berpikir Kreatif Siswa dalam Pembelajaran Inkuiri Bebas dan Inkuiri Terbimbing. Journal of Education Technology (JET), vol. 2, no. 4, pp. 192-196. https://doi.org/10.23887/jet.v2i4.16548
Syahirah, M., Anwar, L., & Holiwarni, B. (2020) Pengembangan Modul Berbasis STEM (Science, Technology, EngineeringAnd Mathematics) Pada Pokok Bahasan Elektrokimia. Jurnal Pijar Mipa, 15(4). 10.29303/jpmv15i4.1602
Syahirah, S., et al. (2020). Development of an intelligent tutoring system with auto-grading feature for physics practical report. International Journal of Modern Education and Computer Science, 12(6), 1-12. 10.5815/ijmecs.2020.06.01
UNESCO. (2023). Global Education Monitoring Report 2023: Technology in Education. Paris: UNESCO Publishing.
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