STUDENTS’ MATHEMATICAL COMMUNICATION SKILLS IN SOLVING DATA PRESENTATION PROBLEMS
Abstract
Mathematical communication skills are an essential competency in mathematics learning because they help students organize information, represent data, and communicate ideas and problem-solving processes accurately. However, in data presentation topics, students still encounter difficulties in explaining solution procedures, creating visual representations, and using mathematical expressions correctly. This study aimed to analyze students' mathematical communication skills in solving data presentation problems based on the indicators of written text, drawing, and mathematical expression. This research employed a qualitative descriptive approach. The subjects were seventh-grade students of MTs Mamba’ul ‘Ulum, selected based on high, moderate, and low levels of mathematical communication skills. Data were collected through essay tests and semi-structured interviews and were analyzed using the Miles and Huberman model, which includes data reduction, data display, and conclusion drawing. The results showed that students in the high category were able to identify information, present data in tables and diagrams, and use mathematical expressions systematically and accurately. Students in the moderate category were able to communicate mathematical ideas fairly well, although they still made errors in representations and calculations. Meanwhile, students in the low category experienced difficulties in explaining procedures, presenting data visually, and constructing appropriate mathematical models. These findings indicate differences in mathematical communication skills across student categories, which influence the quality of mathematical problem-solving.
Kemampuan komunikasi matematis merupakan kompetensi penting dalam pembelajaran matematika karena membantu siswa mengorganisasi informasi, merepresentasikan data, serta mengomunikasikan ide dan proses penyelesaian masalah secara tepat. Namun, pada materi penyajian data masih ditemukan siswa yang mengalami kesulitan dalam menjelaskan langkah penyelesaian, membuat representasi visual, dan menggunakan ekspresi matematis secara benar. Penelitian ini bertujuan untuk menganalisis kemampuan komunikasi matematis siswa dalam menyelesaikan soal penyajian data berdasarkan indikator written text, drawing, dan mathematical expression. Penelitian menggunakan pendekatan deskriptif kualitatif. Subjek penelitian adalah siswa kelas VII MTs Mamba’ul ‘Ulum yang dipilih berdasarkan kategori kemampuan komunikasi matematis tinggi, sedang, dan rendah. Data dikumpulkan melalui tes uraian dan wawancara semi-terstruktur, kemudian dianalisis menggunakan model Miles dan Huberman yang meliputi reduksi data, penyajian data, dan penarikan kesimpulan. Hasil penelitian menunjukkan bahwa siswa kategori tinggi mampu mengidentifikasi informasi, menyajikan data dalam bentuk tabel dan diagram, serta menggunakan ekspresi matematis secara sistematis dan tepat. Siswa kategori sedang mampu mengomunikasikan ide matematika dengan cukup baik, meskipun masih melakukan kesalahan pada representasi dan perhitungan. Sementara itu, siswa kategori rendah mengalami kesulitan dalam menjelaskan prosedur, menyajikan data secara visual, dan menyusun model matematika. Temuan ini menunjukkan adanya perbedaan kemampuan komunikasi matematis yang memengaruhi kualitas pemecahan masalah matematika.
References
Aini, A. N., & Setianingsih, R. (2022). Kemampuan Komunikasi Matematis Siswa Sma Dalam Menyelesaikan Masalah Matematika Ditinjau Dari Self-Confidence. MATHEdunesa: Jurnal Ilmiah Pendidikan Matematika, 11(3), 812–825. https://doi.org/10.26740/mathedunesa.v11n3.p812-825
Astuti, S. A. B., Siregar, R. N., & Rangkuti, R. K. (2025). Analysis Of Students’ Mathematical Critical Thinking In Solving Function Derivative Problems Based On Gender Differences. (JIML) Journal of Innovative Mathematics Learning, 8(1), 188–199. https://doi.org/10.22460/jiml.v8i1.27166
Aulia, R., Rohati, & Marlina. (2021). The Students’ Self-Confidence And Their Mathematical Communication Skills In Solving Problems. Edumatika: Jurnal Riset Pendidikan Matematika, 4(2), 90–103. https://doi.org/10.32939/ejrpm.v4i2.770
Dahlan, J. A. (2011). Materi Pokok Analisis Kurikulum Matematika. Universitas Terbuka.
Erliananda, D., Lubis, R. M., & Siregar, R. N. (2025). Analysis Of Students’ Mathematics Problem-Solving Ability: A Case On Derivative Function. (JIML) Journal of Innovative Mathematics Learning, 8(4), 890–902. https://doi.org/10.22460/jiml.v8i4.30748
Firmansyah, Mujib, A., Siregar, R. N., & Mathelinea, D. (2025). Electronic module contextual learning in mathematics: Analyzing its impact on student self-efficacy and problem-solving abilities. Jurnal Ilmiah Ilmu Terapan Universitas Jambi, 9(2), 495–512. https://doi.org/10.22437/jiituj.v9i2.42554
Ghany, W. A., Cahya, E., & Juandi, D. (2024). Mathematical Communication Skills Of Junior High School Students In Solving Straight Line Equation Problems Based On Learning Interest. KnE Social Sciences, 219–228. https://doi.org/10.18502/kss.v9i13.15922
Hariati, M. E., Sinaga, B., & Mukhtar. (2022). Analisis Kesulitan Komunikasi Matematis Siswa Dalam Penerapan Model Pembelajaran Think Pair Share. Jurnal Cendekia: Jurnal Pendidikan Matematika, 6(1), 702–709. https://doi.org/10.31004/cendekia.v6i1.1228
Hendriana, H., Rohaeti, E. E., & Sumarmo, U. (2017). Hard Skills Dan Soft Skills Matematik Siswa. Refika Aditama.
Ikhsan, D. M., & Afriansyah, E. A. (2023). Kemampuan Komunikasi Matematis Siswa Smp Pada Materi Himpunan. Journal of Authentic Research on Mathematics Education, 5(2), 203–214. https://doi.org/10.37058/jarme.v5i2.8091
Istikomah, E., et al. (2024). Revolusi Pembelajaran Matematika. Edupedia Publisher.
Jusniani, N., Susandi, A. D., Satrio, M. T. J., & Setiadi, D. (2025). Pengaruh Self-Confidence Terhadap Kemampuan Komunikasi Matematis Pada Mahasiswa Pendidikan Matematika. Jurnal Studi Guru dan Pembelajaran, 8(2), 632–642. https://doi.org/10.30605/jsgp.8.2.2025.5884
Kamid, K., Rohati, R., Rusdi, R., & Maison, M. (2021). Mathematical Communication Skills Based On Cognitive Styles And Gender. International Journal of Evaluation and Research in Education, 10(3), 847–854. https://doi.org/10.11591/ijere.v10i3.20497
Komariya, K., Farida, N., & Vahlia, I. (2018). Pengaruh Model Pembelajaran FSLC Terhadap Kemampuan Pemecahan Masalah Matematika Ditinjau Dari Motivasi Belajar Siswa. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 7(1), 96-102. http://dx.doi.org/10.24127/ajpm.v7i1.1355
Kementerian Pendidikan dan Kebudayaan. (2016a). Peraturan Menteri Pendidikan dan Kebudayaan Republik Indonesia Nomor 21 Tahun 2016 tentang standar isi pendidikan dasar dan menengah. Kementerian Pendidikan dan Kebudayaan.
Kementerian Pendidikan dan Kebudayaan. (2016b). Peraturan Menteri Pendidikan dan Kebudayaan Republik Indonesia Nomor 22 Tahun 2016 tentang standar proses pendidikan dasar dan menengah. Kementerian Pendidikan dan Kebudayaan.https://luk.staff.ugm.ac.id/atur/bsnp/Permendikbud22-2016SPDikdasmen.pdf
Na’im, Z., & Mukhlis, M. (2024). Exploration Of Students’ Mathematical Communication Abilities. Jurnal Riset Pendidikan Matematika, 11(1), 41–52. https://doi.org/10.21831/jrpm.v11i1.66639
Nguyen, H. T. M., Nguyen, G. T. C., Nguyen, B. N., Truong, D. T., & Thai, L. T. H. (2025). Mathematical Communication Skills For High School Students: A Comprehensive Review Of Present Practices, Challenges, And Prospective Advancements. TEM Journal, 14(3), 2349–2360. https://doi.org/10.18421/TEM143-40
Nizar, A. (2016). Metode Penelitian Pendekatan Kuantitatif, Kualitatif, Ptk Dan Penelitian Pengembangan. Citapustaka Media.
Palinussa, A. L., Molle, J. S., & Gaspersz, M. (2021). Mathematical Reasoning And Communication Skills In Rural Contexts. International Journal of Evaluation and Research in Education, 10(2), 522–531. https://doi.org/10.11591/ijere.v10i2.20640
Pasani, C. F., & Amelia, R. (2025). Smart Mobile Technologies In Math Education: Improving Elementary Students’ Mathematical Communication Skills. International Journal of Interactive Mobile Technologies, 19(7), 159–177. https://doi.org/10.3991/ijim.v19i07.48377
Riantono, et al. (2024). Kemampuan Matematis. CV. Zenius Publisher.
Rohid, N., Suryaman, & Rusmawati, R. D. (2019). Students’ Mathematical Communication Skills (Mcs) In Solving Mathematics Problems: A Case In Indonesian Context. Anatolian Journal of Education, 4(2), 19–30. https://doi.org/10.29333/aje.2019.423a
Sakdiah, S., & Siregar, R. N. (2025). Analysis Of Students’ Errors In Solving Algebraic Function Limit Problems Based On Bloom’s Taxonomy. (JIML) Journal of Innovative Mathematics Learning, 8(1), 160–172. https://doi.org/10.22460/jiml.v8i1.27152
Samawati, I., & Ekawati, R. (2021). Students’ Mathematical Communication Skills In Solving Story Problems Based On Mathematical Abilities. International Journal of Indonesian Education and Teaching, 5(1), 61–72. https://doi.org/10.24071/ijiet.v5i1.2730
Setiani, L. I. N., Vahlia, I., Farida, N., & Suryadinata, N. (2020). Analisis Kesalahan Siswa Dalam Menyelesaikan Masalah Trigonometri Berdasarkan Teori Newman Ditinjau Dari Gaya Kognitif Siswa. Jurnal Pendidikan Matematika Universitas Lampung, 8(2), 89-99. https://doi.org/10.23960/mtk/v8i2.pp89-99
Sibarani, G., Simanjorang, M. M., & Mukhtar. (2022). Analisis Kesulitan Komunikasi Matematis Dengan Penerapan Pembelajaran Matematika Realistik di Kelas X SMA. Jurnal Cendekia: Jurnal Pendidikan Matematika, 6(3), 3459–3468. https://doi.org/10.31004/cendekia.v6i3.1517
Siregar, R. N., Suryadi, D., & Prabawanto, S. (2025). Increasing Students’ Representation Ability Through A Cooperative Learning Of Think Talk Write Type. AIP Conference Proceedings, 3285(1). https://doi.org/10.1063/5.0264022
Siregar, R. N., Suryadi, D., Prabawanto, S., & A. M. (2024). Improving Mathematical Problem-Solving Abilities Through Think Pair Share Learning Using Autograph. KnE Social Sciences, 468–481. https://doi.org/10.18502/kss.v9i8.15583
Siregar, R. N., Suryadi, D., Prabawanto, S., & Mujib, A. (2022). Cognitive Flexibility Of Students In Solving Mathematical Problems: A Phenomenology Study. Kreano: Jurnal Matematika Kreatif-Inovatif, 13(2), 355–369. https://doi.org/10.15294/kreano.v13i2.40220
Sudijono, A. (2010). Pengantar Statistika Pendidikan. Rajawali Pers.
Sulisti, H., Hasmy, A., & Sarassanti, Y. (2022). Kemampuan Komunikasi Matematis Santri Pondok Pesantren Assalam Pontianak Pada Materi Bilangan Bulat. J-PiMat, 4(2), 591–600. https://doi.org/10.31932/j-pimat.v4i2.2296
Vahlia, I, Ramadhani N, Loreza, N., & Febrilia, N. A.. (2022). Analisis Kemampuan Pemecahan Masalah Dalam Menyelesaikan Soal Statistika. Jurnal EMTEKA, 3(1), 80-86. https://scholar.ummetro.ac.id/index.php/emteka/article/view/1164/887
Wildaniati, Y. (2021). Kemampuan Matematis Untuk Guru Dan Calon Guru Matematika. CV. Eureka Media Aksara.
Copyright (c) 2026 EMTEKA

This work is licensed under a Creative Commons Attribution 4.0 International License.
EMTEKA: Jurnal Pendidikan Matematika provides open access to its content, promoting global knowledge exchange. All articles are freely available for reading and downloading. Under the CC-BY license, authors retain copyright but grant others permission to use the content, provided proper attribution is given. Users must cite the original source, including the author(s), EMTEKA: Jurnal Pendidikan Matematika as the publisher, publication year, volume, and DOI (if available).



