Pengembangan Media Pembelajaran Interaktif Berbasis Metakognitif untuk Meningkatkan Kemampuan Pemecahan Masalah Matematis pada Materi Statistika Development of Metacognition-Based Interactive Learning Media to Improve Mathematical Problem-Solving Skills in Statistics

Crossmark

Main Article Content


Abstract

Observations at SMP Negeri 2 Pasuruan showed that students continued to experience difficulties in solving mathematical problem-solving tasks in statistics. This condition was influenced by the use of learning media that were insufficiently interactive and unable to optimally facilitate metacognitive activities, while the development of metacognition-based interactive learning media at the junior high school level remains limited. This study aims to develop valid, practical, and effective metacognition-based interactive learning media to improve students’ mathematical problem-solving abilities. The study employed a research and development method using the 4D model, which comprises the define, design, develop, and disseminate stages. The study involved 31 Grade VIII-B students at SMP Negeri 2 Pasuruan who were selected through purposive sampling based on the subject teacher’s considerations. Data were collected through observation, documentation, expert validation sheets, teacher and student response questionnaires, and a mathematical problem-solving ability test. The data were analyzed using descriptive percentage analysis, a paired-samples t-test, and normalized gain. The findings showed that the developed learning media met the criteria for being highly valid, practical, and effective in improving students’ mathematical problem-solving abilities. These findings affirm that integrating metacognitive activities into interactive learning media can support more active and reflective mathematics learning and contribute to improving mathematical problem-solving abilities. This study may also serve as a reference for developing metacognition-based learning media across broader subject matter, educational levels, and sample sizes.

Downloads

Download data is not yet available.

Citation Metrics & Similar Scopus Articles

Citation data unavailable from the configured source
Check Secondary Documents in Scopus
Open this article in Scopus, then check the Secondary documents tab. Use Manual Citation Fallback only for counts you have verified manually.
Open in Scopus
Similar Scopus Articles
Scopus
  1. Azhand A. (2027)
    Teaching Persian derivational affixes to non-Persian speakers from a Cognitive Morphology Approach: A case study of nominal suffixes (kar, gar, ban, baz, -ande)
    Language Related Research, 17(4), 469-497
  2. Kenzhaliyev B.K. (2027)
    Predicting Copper Production Cycles in Hydrometallurgy with Interpretable Machine Learning
    Kompleksnoe Ispolzovanie Mineralnogo Syra, 341(2), 5-15
  3. Irawati R. (2027)
    Enhancing accounting students’ writing performance through problem-based learning: Evidence from a vocational higher education context
    Multidisciplinary Science Journal, 9(1)

Article Details

How to Cite
Permatasari, I., Lestari, A. S. B., & Susanto, K. (2026). Pengembangan Media Pembelajaran Interaktif Berbasis Metakognitif untuk Meningkatkan Kemampuan Pemecahan Masalah Matematis pada Materi Statistika. ANWARUL, 6(4), 933-948. https://doi.org/10.58578/anwarul.v6i4.11603

References

Akyuna, R. Q., Wahyuni, A. D., & Mintasih, D. (2025). Peran Media Pembelajaran Interaktif dalam Meningkatkan Partisipasi Peserta Didik. Asas Wa Tandhim: Jurnal Hukum, Pendidikan dan Sosial Keagamaan, 5(1), 121–132. https://doi.org/10.47200/awtjhpsa.v5i1.3112

Amalia, A., Nurani, A., Zulpan, & Husein, A. (2025). Konsep Statistik dan Jenis-Jenisnya. Journal of Literature Review, 1(2), 821–828. https://doi.org/10.63822/nb242j16

Carel, G., Jusniani, N., & Monariska, E. (2021). Kemampuan Higher Order Thinking Skills dalam Pembelajaran Metakognitif Ditinjau dari Persepsi Siswa. Pythagoras: Jurnal Matematika dan Pendidikan Matematika, 16(2), 204–216. https://doi.org/10.21831/pythagoras.v16i2.37926

Fasha, A., Johar, R., & Ikhsan, M. (2018). Peningkatkan Kemampuan Pemecahan Masalah dan Berpikir Kritis Matematis Siswa melalui Pendekatan Metakognitif. Jurnal Didaktik Matematika, 5(2), 53–64. https://doi.org/10.24815/jdm.v5i2.11995

Fitra, J., & Maksum, H. (2021). Efektivitas Media Pembelajaran Interaktif dengan Aplikasi Powntoon pada Mata Pelajaran Bimbingan TIK. Jurnal Pedagogi dan Pembelajaran, 4(1), 1–13. https://doi.org/10.23887/jp2.v4i1.31524

Irianti, N. P. (2020). Analisis Kemampuan Penalaran Siswa dalam Memecahkan Masalah Matematika Berdasarkan Langkah-Langkah Polya. MUST: Journal of Mathematics Education, Science and Technology, 5(1), 80–94. https://doi.org/10.30651/must.v5i1.3622

Kurnia, T., Pujiastuti, H., & Fathurrohman, M. (2023). Kemampuan Pemecahan Masalah Matematis dengan Pendekatan Metakognitif: Systematic Literature Review. JIIP - Jurnal Ilmiah Ilmu Pendidikan, 6(1), 616–622. https://doi.org/10.54371/jiip.v6i1.1398

Malo, B., Raja, M. H. S., Nona, K., Sizi, F., & Nembo, R. (2025). Pemanfaatan Canva sebagai Media Pembelajaran yang Kreatif dan Interaktif dalam Meningkatkan Hasil Belajar Matematika SMP. JagoMIPA: Jurnal Pendidikan Matematika dan IPA, 5(3), 942–952. https://doi.org/10.53299/jagomipa.v5i3.2088

Permatasari, I., Lestari, A. S. B., & Fuat. (2024). Meningkatkan Hasil Belajar Siswa SD Al-Irsyad melalui LKPD Berbasis Realistic Mathematics Education pada Materi Statistika. Al Banin: Jurnal Ilmiah Pendidikan Dasar, 1(2), 105–117. https://doi.org/10.51614/qe16e438

Rahman, S. A., Hamid, H., & Yumiati. (2026). Pengaruh Pendekatan Metakognitif terhadap Kemampuan Pemecahan Masalah Matematis Ditinjau dari Keaktifan Siswa. Jurnal Studi Guru dan Pembelajaran, 9(2), 691–704. https://doi.org/10.30605/jsgp.9.2.2026.8528

Rahmatyas, S. (2024). Pengaruh Penggunaan Media Digital Interaktif terhadap Pemahaman Konsep Matematika Siswa. DIKMAT: Jurnal Pendidikan Matematika, 5(1), 19–23. https://doi.org/10.56842/dikmat.v5i01.510

Rizqullah, M. I., Mahardika, A. I., & Saputra, N. A. B. (2025). Validitas Pengembangan Media Pembelajaran Interaktif Berbasis Web pada Materi Sistem Koordinasi Manusia Kelas IX dengan Metode Tutorial. Computing and Education Technology Journal (CETJ), 5(2), 138–150. https://doi.org/10.20527/cetj.v5i2.17143

Shintawati, A., Atmojo, I. R. W., & Ardiansyah, R. (2023). Pengaruh Kesadaran Metakognisi terhadap Kemampuan Berpikir Kritis Mahasiswa PGSD UNS Surakarta. Didaktika Dwija Indria, 11(3), 1–6. https://doi.org/10.20961/ddi.v11i3.76819

Sugiyono. (2023). Metode Penelitian Kuantitatif, Kualitatif, dan R&D. Alfabeta.

Suryaningtyas, S., & Setyaningrum, W. (2020). Analisis Kemampuan Metakognitif Siswa SMA Kelas XI Program IPA dalam Pemecahan Masalah Matematika. Jurnal Riset Pendidikan Matematika, 7(1), 74–87. https://doi.org/10.21831/jrpm.v7i1.16049

Wibowo, A. M., Isnazuharoh, M. N., & Arfinanti, N. (2025). Analisis Kemampuan Pemecahan Masalah Matematis Siswa Kelas VIII pada Materi SPLDV Ditinjau dari Metakognisi Siswa. De Fermat: Jurnal Pendidikan Matematika, 8(1), 334–347. https://doi.org/10.36277/defermat.v8i1.2284