Analysis of the Needs for CIMATIK (Interactive Mathematics Canva) Media Based on Problem-Based Learning with a Deep Learning Approach to Enhance Students’ Mathematical Connection Ability
DOI:
https://doi.org/10.58421/misro.v5i1.1012Keywords:
Mathematical Connections, Interactive Media, Problem-Based Learning (PBL), Deep LearningAbstract
Students’ mathematical connection abilities remain relatively low, while the availability of interactive learning media that effectively support problem-solving and deep conceptual understanding is still limited. This study aims to analyze the need for developing CIMATIK (Canva Interactive Mathematics) media based on Problem-Based Learning (PBL) integrated with a Deep Learning approach to enhance students’ mathematical connection skills. The research employed a needs analysis method involving questionnaires, interviews, and document studies conducted with teachers and students. The analysis focused on the urgency of interactive digital media, the characteristics of mathematics learning materials, students’ and teachers’ preferences in technology use, and the suitability of Canva features for developing PBL-oriented instructional media. The results indicate a strong need for user-friendly, visually engaging, and interactive digital media that facilitate concept exploration and meaningful learning experiences. The Deep Learning approach is considered relevant in supporting higher-order thinking skills, strengthening conceptual understanding, and enhancing inter-concept connections through contextual PBL scenarios. CIMATIK media is perceived to have significant potential to increase student engagement, improve conceptual representation, and enhance mathematical connection abilities. These findings provide a foundational basis for developing an effective CIMATIK prototype that aligns with the demands of 21st-century mathematics learning.
Downloads
References
R. Iskandar, E. Komala, and R. Sugiarni, ‘The realistic mathematics education approach with the help of liveworksheets on students’ critical thinking skills’, Papanda J. Math. Sci. Res., vol. 4, no. 2, pp. 384–396, Sep. 2025, doi: 10.56916/pjmsr.v4i2.2100.
National Council of Teachers of Mathematics, Principles and Standards for School Mathematics. National Council of Teachers of Mathematics, 2000.
S. H. Ziliwu, R. Sarumaha, and Harefa.Darmawan, ‘Analisis Kemampuan Koneksi Matematika Pada Materi Transformasi Siswa Kelas XI SMK Negeri 1 Lahusa Tahun Pembelajaran 2020/2021’, J. Pendidik. Mat., vol. 1, no. 1, [Online]. Available: https://jurnal.uniraya.ac.id/index.php/Afore
Z. Abidin, ‘Efektivitas Pembelajaran Berbasis Masalah, Pembelajaran Berbasis Proyek Literasi, Dan Pembelajaran Inkuiri Dalam Meningkatkan Kemampuan Koneksi Matematis’, Profesi Pendidik. Dasar, vol. 7, no. 1, pp. 37–52, Jul. 2020, doi: 10.23917/ppd.v7i1.10736.
F. Y. Yulian, I. Santia, and A. Nurfahrudianto, ‘Analisis kemampuan koneksi matematis pada pemecahan masalah matematika ditinjau dari kecerdasan emosional siswa’, J. Math Educ. Nusant. Wahana Publ. Karya Tulis Ilm. Bid. Pendidik. Mat., vol. 6, no. 1, pp. 65–73, May 2020, doi: 10.29407/jmen.v6i1.14323.
S. Aisyah, D. Juandi, and A. Jupri, ‘Implementasi Model Problem Based Learning (PBL) Terhadap Kemampuan Koneksi Matematis Siswa’, AKSIOMA J. Program Studi Pendidik. Mat., vol. 11, no. 2, pp. 1009–1018, Jun. 2022, doi: 10.24127/ajpm.v11i2.4728.
W. Y. Harefa, T. Waruwu, H. Gulo, and D. Telaumbanua, ‘Pengaruh Pemanfaatan Aplikasi Canva Dalam Meningkatkan Hasil Belajar Siswa Pada Mata Pelajaran IPA SMK Negeri 1 Hiliduho’, BEST J. Biol. Educ. Sci. Technol. Fak. Kegur. Dan Ilmu Pendidik., vol. 8, no. 2, pp. 225–231, 2025.
S. S. Gulo, A. R. Harefa, and Y. N. Telaumbanua, ‘Analisis Kemampuan Komunikasi Matematis Dengan Menggunakan Model Pembelajaran Reciprocal Teaching Siswa Smp Swasta Karya Kasih’, Inov. J. Ilm. Pengemb. Pendidik., vol. 1, no. 1, pp. 1–10, Sep. 2022.
C. E. Hmelo-Silver, ‘Problem-Based Learning: What and How Do Students Learn?’, Educ. Psychol. Rev., vol. 16, no. 3, pp. 235–266, Sep. 2004, doi: 10.1023/B:EDPR.0000034022.16470.f3.
J. Biggs and C. Tang, ‘Train-the-Trainers: Implementing Outcomes-Based Teaching and Learning in Malaysian Higher Education.’, Malays. J. Learn. Instr., vol. 8, pp. 1–19, 2011.
K. Hammarberg, M. Kirkman, and S. De Lacey, ‘Qualitative research methods: When to use them and how to judge them’, Hum. Reprod., vol. 31, no. 3, pp. 498–501, Mar. 2016, doi: 10.1093/humrep/dev334.
I. Muhammad, A. Jupri, and T. Herman, ‘Development of web-based learning media with a realistic mathematics education approach to increase student self-determination’, Infin. J., vol. 14, no. 2, pp. 303–322, May 2025, doi: 10.22460/infinity.v14i2.p303-322.
N. A. Zurianti and N. Hayati, ‘Implementasi Pembelajaran Science, Technologi, Engineering, Arts, & Mathematic (STEAM) dengan Memanfaatkan Media Loose Parts’, J. Pendidik. Anak, vol. 13, no. 1, pp. 100–113, 2024.
Y. T. Lahagu, Y. Giawa, K. E. Gulo, P. Guru, S. Dasar, and U. Battuta, ‘Strategi Pembelajaran Problem Based Learning untuk Meningkatkan Kemampuan Berpikir Kritis Siswa pada Pembelajaran Matematika’, doi: 10.63822/b4tmk215.
M. D. Haq and N. T. Prasetiyo, ‘Deep Learning sebagai Pendekatan Transformasional dalam Pendidikan: Sebuah Tinjauan Literatur’, J. Studi Guru Dan Pembelajaran, vol. 8, no. 3, pp. 1826–1842, 2025, doi: 10.30605/jsgp.8.3.2025.7021.
Y. Rahmawati, A. Mu’ti, S. Suyanto, and N. L. R. Herianingtyas, ‘Pembelajaran Mendalam: Transformasi Pembelajaran Menuju Pendidikan Bermutu’, J. Penelit. Kebijak. Pendidik., vol. 18, no. 1, Nov. 2025, doi: 10.24832/jpkp.v18i1.1281.
N. K. Priani, J. Hutagaol, R. Khofifa, and J. Siregar, ‘Biodik: Jurnal Ilmiah Pendidikan Biologi Pengaruh Media Pembelajaran Interaktif Terintegrasi PBL terhadap Peningkatan Kemampuan Berpikir Kritis pada Materi Sistem Ekskresi (The Effect of Integrated PBL Interactive Learning Media on Improving Critical Thinking Skills in Excretory System Material)’, vol. 11, 2025, doi: 10.22437/biodik.v11i04.49831.
F. D. Siregar, I. Adrianto, M. F. Azizi, and Y. A. Siagian, ‘Pengaruh Pendekatan Deep Learning Berbantuan Media PPT Interaktif Berbasis Geogebra terhadap Hasil Belajar Trigonometri Siswa’, J. Ris. PEMBELAJARAN Mat. Sekol., vol. 9, no. 2, pp. 95–104, Sep. 2025, doi: 10.21009/jrpms.092.10.
W. Jala, ‘Penggunaan Media Pembelajaran Visual dalam Meningkatkan Pemahaman Konsep Matematika Siswa di Kelas IV SD Inp. Maulafa’, 2024. [Online]. Available: https://p3i.my.id/index.php/refleksi
H. Hasan, R. Rusdin, I. Idhar, J. Jamaah, and N. Nurhayati, ‘Analisis Kebutuhan Peserta Didik terhadap Media Flashcard Edukatif Berbasis Budaya Lokal’, Ainara J., vol. 5, no. 2, pp. 191–196, 2024.
V. P. Cahyaningtias and M. Ridwan, ‘Efektivitas Penerapan Media Pembelajaran Interaktif Terhadap Motivasi’, J. Pendidik. Olahraga, vol. 4, no. 2, pp. 55–62, 2022.
S. Syamsuddin and M. A. P. Utami, ‘Efektivitas Pembelajaran Matematika Melalui Pendekatan Contextual Teaching And Learning’, JRIP J. Ris. Dan Inov. Pembelajaran, vol. 1, no. 1, pp. 32–40, 2021.
M. N. Fitriani, E. R. Winarti, and W. Andriyana, ‘Kemampuan koneksi matematis pada pembelajaran model PBL dengan pendekatan STEM’, PRISMA Pros. Semin. Nas. Mat., vol. 5, pp. 612–618, 2022.
Z. Abidin, ‘Efektivitas Pembelajaran Berbasis Masalah, Pembelajaran Berbasis Proyek Literasi, Dan Pembelajaran Inkuiri Dalam Meningkatkan Kemampuan Koneksi Matematis’, Profesi Pendidik. Dasar, vol. 1, no. 1, pp. 37–52, Jul. 2020, doi: 10.23917/ppd.v1i1.10736.
Dahroni, Zul Andry Saputra, Hendar Restiani, Margareta Ayu, and Rina Hidayati Pratiwi, ‘Perbandingan Efektivitas Pembelajaran Deep Learning dan Diferensiasi terhadap Kemampuan Pemecahan Masalah dan Penalaran Matematika Siswa SMP’, Aljabar J. Ilmuan Pendidik. Mat. Dan Kebumian, vol. 1, no. 3, pp. 124–140, Jul. 2025, doi: 10.62383/aljabar.v1i3.683.
Rohmah. Izzatur and K. Ratnasari, ‘Pengaruh Penggunaan Media Digital Interaktif Terhadap Hasil Belajar Siswa Mata Pelajaran Matematika di SD Assunniyah’, BADAA J. Ilm. Pendidik. Dasar, vol. 7, no. 2, pp. 141–153, Jun. 2025, doi: 10.37216/badaa.v7i2.2215.
N. Nadawina et al., Penerapan Pembelajaran Deep Learning dalam Pendidikan di Indonesia. Star Digital Publishing, 2025. Accessed: Jan. 07, 2026. [Online]. Available: https://books.google.com/books?hl=id&lr=&id=deVhEQAAQBAJ&oi=fnd&pg=PA129&dq=Nadawina+et+al.+(2025),+&ots=OeQZpUUfTS&sig=mSYvlOTLYDR06dW56mGgOSRrW58
A. S. O. Fiani, N. A. Wibowo, Y. A. A. Andoyo, and N. Rofisian, ‘Penerapan Media Pembelajaran Interaktif Berbasis Multimedia Untuk Meningkatkan Pemahaman Konsep Matematika Peserta Didik Sekolah Dasar’, Pendidik. Sos. Dan Konseling, vol. 02, no. 3, pp. 999–1003, 2024, doi: 10.47233/jpdsk.v2i3.
S. Saodah, A. Y. Putra, and M. Rosani, ‘Manajemen Kurikulum Merdeka dalam Meningkatkan Mutu Pembelajaran Seni Budaya di SDN 22 Talang Kelapa’, Akad. J. Mhs. Humanis, vol. 5, no. 3, pp. 1247–1255, Sep. 2025, doi: 10.37481/jmh.v5i3.1480.
B. R. Setyasih, R. R. Rusdi, and R. H. Ristanto, ‘Studi Meta Analisis: Problem-Based Learning terhadap Keterampilan Literasi Sains Peserta Didik’, Bioedusiana J. Pendidik. Biol., vol. 7, no. 1, pp. 93–102, Aug. 2022, doi: 10.37058/bioed.v7i1.4251.
I. K. Qadry et al., ‘Peningkatan Minat Literasi Melalui Media Pop Up Book Bagi Peserta Didik Kelas VI SD Inpres Maccini 1/I Makassar’, J. Abdimas Indones., vol. 4, no. 4, pp. 2092–2099, Dec. 2024.
Downloads
Additional Files
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Journal of Mathematics Instruction, Social Research and Opinion

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
















