Analisis Pemahaman Konsep Mahasiswa Dalam Menyelesaikan Soal Desain Simetris Pada Mata Kuliah Matematika Diskrit
DOI:
https://doi.org/10.46918/equals.v8i2.3042Keywords:
Conceptual Understanding, Symmetric Design, Discrete Mathematics, Balanced Incomplete Block Design (BIBD), Problem SolvingAbstract
is study aims to analyze students’ conceptual understanding in solving problems related to symmetric designs in a Discrete Mathematics course using a qualitative descriptive approach. The participants consisted of 22 students from the Mathematics Education Study Program at Universitas Tanjungpura. The research instruments included an essay test comprising one item with two sub-questions, which was validated through content and item validity, as well as semi-structured interviews that supported the findings but were not subjected to an instrument validation process. Based on the test results, two students were selected for in-depth analysis to represent the high and medium categories of conceptual understanding. Data were analyzed using Miles and Huberman’s framework of data reduction, data display, and conclusion drawing, complemented by interview results. The findings show that 72.73% of students demonstrated a high level of conceptual understanding, while 27.27% fell into the medium category. Differences in students’ understanding were evident in their ability to restate definitions, explain relationships among design parameters, and apply procedures for constructing new designs. Some students exhibited structured mathematical reasoning, whereas others focused primarily on procedural steps. These results highlight the need for instructional strategies that integrate conceptual and procedural understanding, ensuring that students not only perform computations but also comprehend the underlying structure and properties of symmetric designs.
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References
Arikunto, S. (2013). Prosedur Penelitian Suatu Pendekatan Praktik. Jakarta: Rineka Cipta.
Budayasa, I. K. (2008). Matemtika Diskrit. Surabaya: Unesa University Press.
Creswell, J. W., & Creswell, J. D. (2018). Research Design Qualitative, Quantitative, and Mixed Methods Approaches. SAGE Publication. https://doi.org/10.4324/9781315707181-60
Gee, E., & Harefa, D. (2021). Analisis Kemampuan Koneksi dan Pemahaman Konsep Matematis Siswa. Musamus Journal of Primary Education, 4(1), 1–11. https://doi.org/10.35724/musjpe.v4i1.3475
Haji, S., & Yumiati. (2019). NCTM ’ s Principles and Standards for Developing Conceptual Understanding in Mathematics. Journal of Research in Mathematics Trends and Technology (JoRMTT), 01(02), 52–60. https://doi.org/10.32734/jormtt.v1i2.2836
Hanifah, & Abadi, A. P. (2018). Analisis Pemahaman Konsep Matematika Mahasiswa dalam Menyelesaikan Soal Teori Grup. Journal of Medives : Journal of Mathematics Education IKIP Veteran Semarang, 2(2), 235–244.
Hayati, R., & Asmara, D. N. (2021). Analisis Pemahaman Konsep Matematis Mahasiswa PGSD Pada Mata Kuliah Konsep Dasar Matematika. Jurnal Basicedu, 5(5), 3027–3033.
Hochkirchen, T. (2009). Design and Analysis of Experiments, vol. I, Introduction to Experimental Designs. Journal of the Royal Statistical Society Series A: Statistics in Society, 172(1), 282. https://doi.org/10.1111/j.1467-985X.2008.00571_2.x
Kilpatrick, J., Swafford, J., & Findell, B. (2001). Adding It Up: Helping Children Learn Mathematics. Washington. DC: National Academy Press.
Lembang, S. T., Palayukan, H., Ba’ru, Y., Langi, E. L., Remme, B. V., Lolang, E., Allolayuk, S., & Tobondo, Y. V. (2023). Penelitian Pengajaran Matematika. In Universitas Kristen Indonesia Toraja dan Universitas Kristen Tentena.
Montgomery, D. C. (2013). Design and Analysis of Experiments Eighth Edition. In John Wiley & Sons, Inc.
Nazihah, Z., & Nurcahyo, D. (2020). Peningkatan Pemahaman Mahasiswa STKIP Pasuruan Struktur Aljabar Melalui Pembelajaran Berbasis Konstruksi Konsep. TEKNODIKA, 18(1), 39–47.
Ncube, M., & Luneta, K. (2025). Concept-based instruction: Improving learner performance in mathematics through conceptual understanding. Pythagoras. https://doi.org/10.4102/pythagoras.v46i1.815
Pardede, B. V., Sianturi, C. F., Girsang, E., Gultom, A., & Manurung, S. L. (2025). Analisis Kesalahan Mahasiswa Terhadap Pemahaman Konsep Grup dalam Struktur Aljabar. Jurnal Pendidikan Tambusai, 9(1), 10076–10080.
Perry, E., & Len-Ríos, M. (2019). Conceptual Understanding. Cross-Cultural Journalism and Strategic Communication. https://doi.org/10.4324/9780429488412-1
Rahayu, A., Fatimah, & Dasriah. (2021). Analisis Pemahaman Konseptual dan Keterampilan Prosedural dalam Penyelesaian Soal Cerita Pada Materi Phytagoras Theorem. Jurnal Mercumatika : Jurnal Penelitian Matematika dan Pendidikan Matematika, 5(2), 85–91.
Ramadhani, A., Aurel, D., Khumaeroh, S., Ranov, H., & Jakarta, K. (2024). Analisis Pemahaman Konsep Matematika Materi Pertidaksamaan Linear Mahasiswa Pendidikan Matematika Reguler Pagi Universitas Indrapratasta PGRI. Jurnal Media Akademik (JMA), 2(12), 1–19.
Richsan, A. A., Siregar, D. S., & Maysarah, S. (2021). Analisis Pemahaman Konseptual Mahasiswa Pendidikan Matematika UINSU Medan Terhadap Materi Grup Pada Mata Kuliah Struktur Aljabar. AdMathEdu, 11(1), 49–60.
Safari, Y., & Nurhida, P. (2024). Pentingnya Pemahaman Konsep Dasar Matematika Dalam Pembelajaran Matematika. Karimah Tauhid, 3(9), 9817–9824.
Simamora, F. E. S., Simanungkalit, I., Manurung, S. L., Zandroto, N. B., & Tarigan, P. B. (2025). Evaluasi Kesulitan Mahasiswa Dalam Memahami Konsep Grup Pada Pemebelajaran Struktur Aljabar. PESHUM: Jurnal Pendidikan , Sosial Dan Humaniora, 4(3), 4006–4010.
Situmorang, G. I., Pangaribuan, S. O., Manurung, S. L., & Sitorus, T. Y. (2025). Analisis Pemahaman Konsep Matematis Mahasiswa dalam Menyelesaikan Soal Grup dalam Mata Kuliah Struktur Aljabar. Jurnal Pendidikan Tambusai, 9(1), 9625–9631.
Subedi, A. (2020). Exoeriencing Students’ Difficulties in Learning Abstract Algebra. Tribhuvan University Journal, 35(1), 57–67.
Sugiyono. (2020). Metode Penelitian Kuantitatif, Kualitatif dan R&D. Bandung: ALFABETA.
Yurniwati. (2018). Improving Conceptual and Procedural Knowledge of Prospective Teachers through Multisensory Approach: Experience from Indonesia. Journal of Research and Advances in Mathematics Education, 3(2), 106–117.
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