Development of a Problem-Solving-Based Mathematics Educational Game to Support High School Students’ Mathematical Reasoning Ability

https://doi.org/10.51574/kognitif.v6i3.5637

Authors

Keywords:

ADDIE, Educational Game, Mathematical Reasoning Ability, Problem Solving, Scratch

Abstract

This study was conducted to provide an interactive problem-solving-based learning medium that supports the development of high school students’ mathematical reasoning ability. This study aimed to develop a mathematics educational game using Scratch on statistics material for tenth-grade high school students and to determine the validity, practicality, and effectiveness of the product. This study employed a Research and Development (R&D) method using the ADDIE development model. The participants consisted of three material experts, three media experts, one mathematics teacher, 35 students in the limited trial, and 32 students in the main field trial at SMA Negeri 5 Cilegon. Data were collected through validation sheets, response questionnaires, and a mathematical reasoning ability test, and were analyzed using percentages and Normalized Gain (N-Gain). The results showed that the developed game obtained a validity score of 90% from material experts and 89% from media experts, both categorized as very valid. The game also met the practicality criteria based on the teacher’s and students’ responses. The use of the game resulted in an N-Gain score of 0.567, indicating a moderate increase in students’ mathematical reasoning ability. Thus, the problem-solving-based educational game was considered valid and practical and showed potential to support students’ mathematical reasoning ability in statistics learning.

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Author Biographies

Nisa Aghnia, Department of Mathematics Education, Faculty of Teacher Training and Education, Universitas Sultan Ageng Tirtayasa

Department of Mathematics Education, Faculty of Teacher Training and Education, Universitas Sultan Ageng Tirtayasa

Novaliyosi, Department of Mathematics Education, Faculty of Teacher Training and Education, Universitas Sultan Ageng Tirtayasa

Department of Mathematics Education, Faculty of Teacher Training and Education, Universitas Sultan Ageng Tirtayasa

Maman Fathurrohman , Department of Mathematics Education, Faculty of Teacher Training and Education, Universitas Sultan Ageng Tirtayasa

Department of Mathematics Education, Faculty of Teacher Training and Education, Universitas Sultan Ageng Tirtayasa

References

Agustin, S. S., Purwanto, S. E., Ma’arif, S., & Soebagyo, J. (2021). Analisis Kemampuan Penalaran Matematis Peserta Didik dengan Penyajian Masalah Open-Ended Pada Pembelajaran Daring. Jurnal Riset HOTS Pendidikan Matematika, 1(1), 66–80. https://doi.org/10.51574/kognitif.v1i1.19

Anggraini, R. D., Murni, A., & Gunawan, T. (2022). Pengembangan Perangkat Pembelajaran Menggunakan Problem Based Learning Pada Materi SPLTV Untuk Memfasilitasi Kemampuan Pemecahan Masalah Matematis. Jurnal Cendekia: Jurnal Pendidikan Matematika, 06(03), 3136–3147. https://doi.org/10.31004/cendekia.v6i3.1658

Ardiyanti, D., & Tyas, D. N. (2025). Pengembangan Multimedia Pembelajaran Interaktif Shape Safari Berbasis Scratch untuk Meningkatkan Hasil Belajar Matematika Materi Karakteristik Bangun Datar. Jurnal Pendidikan MIPA, 15(1), 2621–9166. https://doi.org/10.37630/jpm.v15i1.2575

Branch, R. M. (2009). Instructional Design: The ADDIE Approach. https://doi.org/10.1007/978-0-387-09506-6

Efendi, T. N., Kartini, & Anggraini, R. D. (2024). Pengembangan Instrumen Tes Kemampuan Penalaran Matematis pada Materi Barisan dan Deret Kelas XI SMA/MA. Jurnal Cendekia: Jurnal Pendidikan Matematika, 08(01), 811–826. https://doi.org/10.31004/cendekia.v8i1.2650

Faradilla, Y., Pamungkas, M. D., & Rahmawati, F. (2023). Pengembangan Multimedia Pembelajaran “Scraperat” Untuk Meningkatkan Kemampuan Penalaran Matematis Siswa Kelas IX. RANGE: Jurnal Pendidikan Matematika, 5(1), 50–62. https://doi.org/10.32938/jpm.v5i1.4631

Fitriyah, I. M., Putro, N. H. P. S., & Apino, E. (2022). Meta Analysis Study: Effectiveness of Problem Based Learning on Indonesian Students’ Mathematical Reasoning Ability. Jurnal Riset Pendidikan Matematika, 9(1), 36–45. https://doi.org/10.21831/jrpm.v9i1.46447

Fortuna, I. D., Yuhana, Y., & Novaliyosi. (2021). Pengembangan Lembar Kerja Peserta Didik dengan Problem Based Learning untuk Kemampuan Berpikir Tingkat Tinggi. Jurnal Cendekia: Jurnal Pendidikan Matematika, 05(02), 1308–1321. https://doi.org/10.31004/cendekia.v5i2.617

Hartiningrum, E. S. N., & Wahab, A. (2024). Kajian Teori: Pandangan Vygotsky dalam Pembelajaran Matematika Menggunakan Problem Posing Di Kurikulum Merdeka. Jurnal Ilmiah Soulmath : Jurnal Edukasi Pendidikan Matematika, 12(2), 107–120. http://doi.org/10.25139/smj.v12i2.7822

Indah Widiyanti, S., & Desniarti. (2025). Pengembangan LKPD dengan Pendekatan Problem Based Learning Berbantuan Scratch untuk Meningkatkan Keterampilan Pemecahan Masalah Matematis Siswa. Jurnal Ilmiah Pendidikan Dasar, 10(03), 481–488. https://doi.org/10.23969/jp.v10i03.30092

Indahwati, R., Basri, H., & Aini, S. D. (2024). Pengembangan Media Pembelajaran Berbasis Scratch Elemen Bilangan Fase A pada Kurikulum Merdeka. Jurnal Riset HOTS Pendidikan Matematika, 4(4), 1626–1637. https://doi.org/10.51574/kognitif.v4i4.2632

Mariza, E., Karimah, N. I., Laelasari, L., & Putri, D. P. (2022). Kesulitan Belajar Peserta Didik dalam Menyelesaikan Soal Cerita SPLTV Berbasis Pemecahan Masalah. Jurnal Karya Pendidikan Matematika, 9(2), 45. https://doi.org/10.26714/jkpm.9.2.2022.45-52

Maulidina Rahadi, N., & Ismiyati, N. (2024). Pengembangan Media Pembelajaran Matematika Berbantuan Aplikasi Scratch Siswa Kelas VII SMPN 7 Balikpapan Tahun Akademik 2023/2024. De Fermat : Jurnal Pendidikan Matematika, 7(2), 83–91. https://doi.org/10.36277/defermat.v7i2.335

Monalisa, L. A., Kristiana, A. I., Fatahillah, A., Wihardjo, E., Aulia, V. A., Hussen, S., & Falebita, O. S. (2025). Development of Interactive Learning Media Assisted by Scratch to Enhance Understanding of Rectangle and Square Concepts. Research and Development in Education (RaDEn), 5(1), 741–753. https://doi.org/10.22219/raden.v5i1.4 0008

National Council of Teachers of Mathematics. (2000). Principles and Standards for School Mathematics. In National Council of Teachers of Mathematics. Reston, VA: National Council of Teachers of Mathematics.

Novaliyosi, Yuhana, Y., & Khaerunnisa, E. (2022). Pengembangan Lembar Kerja Interaktif untuk Mendukung Kemampuan Berpikir Tingkat Tinggi Pada Pembelajaran Daring. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 11(3), 1640–1655. https://doi.org/10.24127/ajpm.v11i3.5334

Nursalam, Angriani, A. D., & Usman, H. (2017). Pengembangan Tes Kemampuan Penalaran Matematis Peserta Didik Madrasah Tsanawiyah di Makasar. Lentera Pendidikan : Jurnal Ilmu Tarbiyah Dan Keguruan, 20(1), 85–97. https://doi.org/10.24252/lp.2017v20n1a7

Prastika, V. Y. A., Riyadi, & Siswanto. (2021). Mathematical Reasoning Ability of Junior High School Viewed From Logical Mathematical Intelligence. Journal of Physics: Conference Series, 1918(4). https://doi.org/10.1088/1742-6596/1918/4/042067

Putra, D. D., Fathurrohman, M., Nindiasari, H., & Novaliyosi, N. (2025). Penggunaan Labirin; the Board Game Terhadap Kemampuan Pemecahan Masalah Matematis Siswa Smk Ditinjau Dari Kemampuan Awal Matematika. Pedagogy: Jurnal Pendidikan Matematika, 10(4), 1835–1853. https://doi.org/10.30605/pedagogy.v10i4.7240

Putra, D. D., Novaliyosi, N., Nindiasari, H., & Fathurrohman, M. (2025). Pengembangan Instrumen Tes Kemampuan Pemecahan Masalah Matematis Siswa Sekolah Menengah Kejuruan. Edukasiana: Jurnal Inovasi Pendidikan, 4(3), 967–983. https://doi.org/10.56916/ejip.v4i3.1610

Rahmania, M. D., Fatah, A., & Anriani, N. (2023). Pengembangan Media Pembelajaran Interaktif Matematika Berbasis Web Articulate Storyline untuk Meningkatkan Minat Belajar Siswa SMP. Jurnal Absis: Jurnal Pendidikan Matematika Dan Matematika, 5(2), 653–665. https://doi.org/10.30606/absis.v5i2.1777

Salamah, F., & Sudihartinih, E. (2024). Pengembangan Multimedia Pembelajaran Matematika Pada Materi Grafik Persamaan Garis Lurus Berbasis Android Menggunakan Aplikasi Scratch. Journal Mathematics Education Sigma [JMES], 141–152. https://doi.org/10.30596/jmes.v5i2.19639

Saputra, R., Novaliyosi, Syamsuri, & Hendrayana, A. (2024). Systematic Literature Review: Strategi Scaffolding dalam Pembelajaran Matematika Untuk Meningkatkan Pemahaman Siswa. Jurnal Cendekia : Jurnal Pendidikan Matematika, 8(2), 1697–1710. https://doi.org/10.31004/cendekia.v8i2.3312

Son, A. L. (2019). Instrumentasi Kemampuan Pemecahan Masalah Matematis: Analisis Reliabilitas, Validitas, Tingkat Kesukaran dan Daya Beda Butir Soal. Gema Wiralodra, 10(1), 41–52. https://doi.org/10.31943/gemawiralodra.v10i1.8

Suryanti, Pramesti, C., & Sidik, R. S. R. (2022). Kesalahan Penalaran Matematis Pada Materi Persamaan Diferensial. Journal Numery, 9(1), 14–26. https://doi.org/10.46244/numeracy.v9i1.1755

Syarifah, N. R., Yuhana, Y., & Fathurrohman, M. (2025). Development of Scratch-Based Mathematics Learning Media To Increase Students’ Learning Motivation. EMTEKA: Jurnal Pendidikan Matematika, 6(2), 920–934. https://doi.org/10.24127/emteka.v6i1.8399

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Published

2026-08-24

How to Cite

Aghnia, N., Novaliyosi, N., & Fathurrohman, M. (2026). Development of a Problem-Solving-Based Mathematics Educational Game to Support High School Students’ Mathematical Reasoning Ability. Kognitif: Jurnal Riset HOTS Pendidikan Matematika, 6(3), 1256–1273. https://doi.org/10.51574/kognitif.v6i3.5637

Issue

Vol. 6 No. 3 (2026): July - September 2026

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