The Effectiveness of The RME Approach on Mathematics Learning Outcomes in Statistics for Junior High School Students in Palu City
Abstract
This study aims to determine the effectiveness of the RME (Realistic Mathematics Education) approach on the learning outcomes of eighth-grade students in statistics. This is a quantitative study using a quasi-experimental design with a pretest-posttest control group. The population of this study consists of eighth-grade students at SMP Labschool UNTAD Palu, comprising four classes with a total of 100 students. A sample of 50 students was selected using random sampling. The data collection methods used were learning outcomes from essay-based tests and observations. The data analysis techniques used were the independent samples t-test and the N-Gain test. The results of the independent samples t-test showed a Sig. (2-tailed) value of 0.001, indicating a significant difference in learning outcomes between the experimental and control classes. The N-Gain Score calculation for the experimental class yielded a value of 0.66, which falls into the moderate category. Therefore, it can be concluded that the RME approach is effective in improving the learning outcomes of eighth-grade students in statistics. The effectiveness of the RME approach is supported by learning stages that link mathematical concepts to real-life situations, enabling students to build understanding and deepen their grasp of statistical concepts, thereby improving their learning outcomes.
Keywords: Effectiveness, RME, Learning Outcomes
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Alim, J. A., Asih, S. R., & Putra, Z. H. (2024). Primary : Jurnal Pendidikan Guru Sekolah Dasar. Primary: Jurnal Pendidikan Guru Sekolah Dasar, 13(6), 242–251. Https://Doi.Org/10.33578/Jpfkip-V13i6.P242-251
Alyanak, M., & Özkaya, A. (2026). Socio ‑ Economic Challenges In Education : Short Film Designs Utilizing A Realistic Mathematics Education Approach. International Journal Of Science And Mathematics Education, 24(1), 1–24. Https://Doi.Org/10.1007/S10763-025-10623-1
Armanda, R., Yani, I., Retyana, C. C. R., & Ni’mah, M. A. (2025). Meningkatkan Hasil Belajar Matematika Siswa Melalui Pendekatan. PENDAS : Jurnal Ilmiah Pendidikan Dasar, 10. Https://Doi.Org/10.23969/Jp.V10i02.26810
Arni, Nurhayadi, & Ismaimuza, D. (2023). Application Of The Realistic Mathematical Education ( RME ) Approach To The Operational Material Of Addition Of Fractions To Increase Activities And Learning Outcomes Of Elementary School Students. Jurnal Riset Pendidikan MIPA, 7(June), 1–13. Https://Doi.Org/10.22487/J25490192.2023.V7.I1.Pp.01-13
Daaliuwa, I. P., Ismail, S., & Takaendengan, B. R. (2023). Jurnal Pendidikan Matematika RAFA. Jurnal Pendidikan Matematika RAFA, 9, 194–206. Https://Doi.Org/10.19109/Jpmrafa.V9i2.20540
Febriana, R., Studi, P., Matematika, P., Yogyakarta, U. C., Konsep, P., & Pendahuluan, A. (2023). Implementasi Pendekatan Rme Untuk Meningkatkan Pemahaman Konsep Siswa. PADAGOGY Jurnal Pendidikan Matematika, 8, 73–86. Https://Doi.Org/10.30605/Pedagogy.V8i1.2475
Gunawan, W., & Hadi, S. (2024). The Effect Of A Realistic Mathematics Education ( RME ) Approach And Reasoning Ability On Students ’ Conceptual And Procedural Understanding. Contemporary Educational Researches Journa, 14(2), 90–102. Https://Doi.Org/10.18844/Cerj.V14i2.931
Lestari, P. D., Dasar, J. P., & Ganesha, U. P. (2023). Pengaruh Model Problem Based Learning Berbantuan Media Crossword Puzzle Terhadap Kompetensi. PENDASI Jurnal Pendidikan Dasar Indonesia, 7(1), 46–58. Https://Doi.Org/10.23887/Jurnal_Pendas.V7i1.1996
Lololuan, H. D., Ratuanik, M., & Halirat, K. (2024). Pendekatan Pembelajaran Realistic Mathematics Education ( RME ) Dalam Meningkatkan Hasil Belajar Peserta Didik Kelas VII SMP. JUPEIS: Jurnal Pendidikan Dan Ilmu Sosial, 3(2). Https://Doi.Org/10.57218/Jupeis.Vol3.Iss2.1055
Mangundap, J. M., Koten, M. S., Walewangko, S. A., Patrisia, H., & Bulalong, R. R. (2025). Efektivitas Realistic Mathematics Education ( RME ) Dalam Meningkatkan Motivasi Dan Hasil Belajar Siswa Kelas 2 Sekolah Dasar. MARAS : Jurnal Penelitian Multidisiplin, September, 3, 940–950. Https://Doi.Org/10.60126/Maras.V3i3.1131
Marni, & Pasaribu, L. H. (2021). Peningkatkan Kemampuan Berpikir Kreatif Dan Kemandirian Siswa Melalui Pembelajaran Matematika Realistik. Jurnal Cendekia: Jurnal Pendidikan Matematika, 05(02), 1902–1910. Https://Doi.Org/10.31004/Cendekia.V5i2.621
Masruroh, S. H., & Apriyono, F. (2025). Education And Learning Effectiveness Of The Realistic Mathematics Education Approach In Enhancing Seventh-Grade Students ’ Conceptual Understanding In An Indonesian Madrasah. Education And Learning Effectiveness, 000000, 6–9. Https://Doi.Org/10.58920/Etflin000000
Nafia, S. I., Ulya, H., & Wanabuliandari, S. (2023). Pengaruh Model Rme Berbantuan Media Pemath Terhadap Kemampuan Pemahaman Konsep Matematis Siswa. Jurnal Karya Pendidikan Matematika, 10(2), 52–60. Https://Doi.Org/10.26714/Jkpm.10.2.2023.52-60
Naikofi, P. A., Marthaulina, M., Siahaan, L., & Bone, D. (2026). Exploring Student ’ S Conceptual Understanding Of Statistics Towards The Problem-Based Learning Model. Pasundan Journal Of Mathematics Education, 16(1), 74–86. Https://Doi.Org/10.23969/Pjme.V16i1.40739
Ningsih, H. R., Suryanti, & Pramesti, C. (2025). Kemampuan Literasi Matematis Siswa Ditinjau Dari Jenis Pemahaman Skemp Dalam Konteks Statistika. Jurnal Pendidikan Matematika, 4(4), 1006–1017. Https://Doi.Org/10.56916/Jp.V4i4.2496
Nurwahid, M., Ashar, S., & Awantagusnik, A. (2025). Pembelajaran Realistic Mathematics Education ( RME ) Berbasis Literasi Numerasi : Strategi Dan Tantangan. Jurnal Tadris Matematika, 3(01), 22–38. Https://Doi.Org/10.35897/Consistan.V3i01.1842
Pujilestari, & Juliangkary, E. (2025). Realistic Mathematics Education As A Contextual Approach In Overcoming Learning Difficulties Circle. JUPE: Jurnal Pendidikan Mandala, 10(2), 569–576. Https://Doi.Org/10.58258/Jupe.V10i2.8913
Putri, I. K. Q., & Sutarni, S. (2025). Penerapan Pendekatan Realistic Mathematic Education (RME) Dalam Pembelajaran Matematika Smp Ditinjau Dari Aktivitas Pembelajaran Siswa. Jurnal Pendidikan Matematika: Judika Education, 8, 441–452. Https://Doi.Org/10.31539/99x5dx90
Romero, O. O., Luib, J. R. T., Magsayo, J. R., & Cagaanan, G. B. (2025). Realistic Mathematics Education : Investigating The Argumentation Dialogue In Problem-Solving Activity. International Journal Of Research And Innovation In Social Science (IJRISS, IX(2454), 7094–7101. Https://Doi.Org/10.47772/IJRISS
Setyawan, D. (2020). Meningkatan Hasil Belajar Siswa Menggunakan Realistic Mathematics Education (RME) Berbantuan Media Konkrit. Jurnal Bidang Pendidikan Dasar, 4(2), 155–163. Https://Doi.Org/10.21067/Jbpd.V4i2.4473
Sukardi, D. A., & Widiyastuti, W. (2023). Efektivitas Pendekatan RME ( Realistic Mathematics Education ) Terhadap Hasil Belajar Matematika Materi SPLDV. Jurnal Inovasi Pendidikan Matematika, 4(2), 275–285. Https://Doi.Org/10.30587/Postulat.V4i2.5797
Sukarelawan, M. I., Indratno, T. K., & Ayu, S. M. (2024). N-Gain Vs Stacking : Analisis Perubahan Abilitas Peserta Didik Dalam Desain One Group Pretest-Posttest. Penerbit Suryacahya.
Ulfa, N., & Liesdiani, M. (2025). Efektifitas Pendeketan Realistic Mathematics Education ( RME ) Dalam Meningkatkan Pelajaran Matematika Terhadap Hasil Belajar. Jurnal Cendekia: Jurnal Pendidikan Matematika, 09, 930–937. Https://Doi.Org/10.31004/Cendekia.V9i2.4043
Wibowo, A., Hanifah, Muchlis, E. E., & Siagian, T. A. (2021). Perbandingan Hasil Belajar Matematika Peserta Didik Menggunakan Pendekatan Realistic Mathematics Education Dengan Pendekatan Saintifik Di Smp Negeri 14 Kota Bengkulu. Jurnal Penelitian Pembelajaran Matematika Sekolah (JP2MS), 5(3), 359–370. Https://Doi.Org/10.33369/Jp2ms.5.3.359-370
Yanty, E., Nasution, P., Yulia, P., & Yulianti, P. (2025). Efektifitas Pendekatan Pembelajaran Realistic Mathematics Education ( RME ) Terhadap Kemampuan Spasial Matematis Siswa. Jurnal Pendidikan Matematika, 10(2), 84–92. Https://Doi.Org/10.51517/Nabla.V10i2.423
DOI: http://dx.doi.org/10.30659/kontinu.10.2.281-295
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