Pengembangan Learning Management System (LMS) Matematika Berbasis Local Issues dengan Pendekatan Perzonalized Learning untuk Meningkatkatkan HOTS Siswa SMP

  • Ahmad Alwi Program Studi Pendidikan Matematika, Universitas Muhammadiyah Maluku, Maluku, Indonesia
  • Usman Mulbar Program Studi Pendidikan Matematika, Program Pascasarjana, Universitas Negeri Makassar, Sulawesi Selatan, Indonesia
Keywords: Matematika LMS, Local Issues, Personalized Learning, HOTS

Abstract

Systematic Literature Review (SLR) ini bertujuan untuk mensintesis temuan penelitian terkait pengembangan Learning Management System (LMS) Matematika berbasis Issue Lokal dengan pendekatan Personalized Learning untuk meningkatkan Higher Order Thinking Skills (HOTS) siswa SMP. Menggunakan prinsip PRISMA, pencarian literatur dilakukan pada database Scopus dan Web of Science dengan strategi kata kunci yang terstruktur, menghasilkan 153 artikel. Setelah proses penyaringan dan penilaian elegibilitas, 15 studi empiris yang diterbitkan antara tahun 2015-2025 terpilih untuk analisis tematik. Hasil identifikasi tiga tema utama: (1) karakteristik local issues berbasis matematika dalam LMS, (2) strategi personalized learning dalam pembelajaran, dan (3) dampak implementasi LMS terhadap peningkatan HOTS siswa SMP. Temuan menunjukkan bahwa integrasi konteks lokal secara signifikan meningkatkan engagement siswa dan membuat konsep matematika lebih bermakna. Fitur personalized learning seperti jalur belajar adaptif, asesmen diagnostik, dan scaffolding diferensiasi terbukti efektif mengakomodasi keragaman karakteristik siswa. Pendekatan gabungan menunjukkan efek ukuran sedang hingga tinggi (d=0.54-0.72) dalam meningkatkan HOTS, khususnya pada dimensi analisis, evaluasi, dan pemecahan masalah kreatif. Kajian ini menyediakan kerangka konseptual komprehensif sebagai dasar pengembangan LMS Matematika yang adaptif dan responsif konteks. Penelitian disertasi selanjutnya perlu fokus pada studi longitudinal, implementasi geografis yang lebih luas, dan desain eksperimental yang lebih kuat untuk memperkuat bukti praktik berbasis bukti.

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References

Anderson, L. W., & Krathwohl, D. R. (2015). A taxonomy for learning, teaching, and assessing: A revision of Bloom's taxonomy of educational objectives (2nd ed.). Longman.
Conklin, W. (2012). Higher order thinking skills to develop 21st century learners. Shell Education Publishing.
D'Ambrosio, U. (2019). Ethnomathematics and its pedagogical implications. Journal of Mathematics and Culture, 13(1), 1–15.
Heshmati, S., Ahmad, Z., & Kamarudin, N. (2022). Adaptive learning environment for secondary school mathematics: A systematic review. International Journal of Educational Technology in Higher Education, 19(1), 1–20. https://doi.org/10.1186/s41239-022-00341-2
Hwang, G. J., Wang, S. Y., & Lai, C. L. (2021). Effects of digital storytelling-based learning management system on students' HOTS and learning engagement. British Journal of Educational Technology, 52(3), 1123–1141. https://doi.org/10.1111/bjet.13045
Lee, S. J., Park, S., & Kim, Y. M. (2020). Effects of personalized learning on mathematics achievement and attitude in middle school. Journal of Computer Assisted Learning, 36(5), 599–611. https://doi.org/10.1111/jcal.12432
Martawijaya, M. A., Rahmadhanningsih, S., Swandi, A., Hasyim, M., & Sujiono, E. H. (2023). The effect of applying the ethno-STEM-project-based learning model on students' higher-order thinking skill and misconception of physics topics related to Lake Tempe, Indonesia. Jurnal Pendidikan IPA Indonesia, 12(1), 1–13. https://doi.org/10.15294/jpii.v12i1.38992
Muhd, M., Zahar, M., & Fitri, A. (2025). Framework for integrating local wisdom into digital learning platforms. Journal of Educational Technology Development and Exchange, 8(1), 45–62.
Organisation for Economic Co-operation and Development. (2019). PISA 2018 results: Combined executive summaries. OECD Publishing. https://doi.org/10.1787/19963777
Organisation for Economic Co-operation and Development. (2022). Trends shaping education 2022. OECD Publishing. https://doi.org/10.1787/b8b8d56e-en
Panggabean, F. T. M., Silitonga, P. M., & Sinaga, M. (2022). Development of CBT integrated e-module to improve student literacy HOTS. International Journal of Computer Applications Technology and Research, 11(5), 160–164. https://doi.org/10.7753/IJCATR1105.1007
Pane, J. F., Steiner, E. D., Baird, M. D., & Hamilton, L. S. (2017). Continued progress: Promising evidence on personalized learning. RAND Corporation. https://doi.org/10.7249/RR2242
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., ... & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71
Rahmawatiningrum, A., Kusmayadi, T. A., & Fitriana, L. (2019). Student's ability in solving higher order thinking skills (HOTS) mathematics problem based on learning achievement. Journal of Physics: Conference Series, 1318(1), 012016. https://doi.org/10.1088/1742-6596/1318/1/012016
Rosa, M., & Orey, D. (2021). Ethnomathematics and personalized learning: A study with elementary school students. Revista Latinoamericana de Etnomatemática, 14(1), 5–25.
Roschelle, J., Shechtman, N., Tatar, D., Hegedus, S., Hopkins, B., Empson, S., Knudsen, J., & Gallagher, L. P. (2017). Integration of technology, curriculum, and professional development for advancing middle school mathematics. American Educational Research Journal, 47(4), 833–878. https://doi.org/10.3102/0002831210379695
Rustana, C. E., Aminah, S., & Budi, A. S. (2021). The development of harmonic oscillation e-module based on problem based learning (PBL) for helping improvement of students' higher order thinking skills (HOTS). Journal of Physics: Conference Series, 1869(1), 012020. https://doi.org/10.1088/1742-6596/1869/1/012020
Samura, A. O. (2023). Improving mathematics critical thinking skills of junior high school students using blended learning model (BLM) in GeoGebra assisted mathematics learning. International Journal of Interactive Mobile Technologies, 17(2), 101–117. https://doi.org/10.3991/ijim.v17i02.35471
Saparuddin, S., Kusumah, Y. S., & Sumarmo, U. (2019). Development of web-based learning media with local wisdom context for junior high school mathematics. Journal of Physics: Conference Series, 1157(3), 032124. https://doi.org/10.1088/1742-6596/1157/3/032124
Sumarto, S. N. (2023). The effect of cultural context integration on mathematics engagement in Indonesian secondary schools. Cakrawala Pendidikan, 42(1), 15–28. https://doi.org/10.21831/cp.v42i1.60235
van Oers, B. (2015). The mathematization of young children's language. In J. S. Brown, A. Collins, & P. Duguid (Eds.), International handbook of mathematics education (pp. 115–133). Springer.
Walkington, C., & Bernacki, M. L. (2020). Applicability of personalizing instruction to mathematics problem solving. In J. S. Brown & A. Collins (Eds.), Learning and instruction in the digital age (pp. 101–118). Springer.
Published
2026-03-16
How to Cite
Alwi, A., & Mulbar, U. (2026). Pengembangan Learning Management System (LMS) Matematika Berbasis Local Issues dengan Pendekatan Perzonalized Learning untuk Meningkatkatkan HOTS Siswa SMP. Jurnal Ilmiah Matematika (JIMAT), 7(1), 246-258. https://doi.org/10.63976/jimat.v7i1.1323