How Does Realistic Mathematics Education (RME) Improve the Numeracy Skills of Students in Elementary School?

Authors

DOI:

https://doi.org/10.51278/bse.v5i2.1844

Keywords:

Realistic Mathematics Education, Numeracy Skills, Mathematics Education

Abstract

This research aims to determine the impact of realistic mathematics education on the numeracy skills of elementary school students. The population of this study is fourth-grade students in elementary schools in Bandung. The sample in this study consists of 82 students from fourth grade at one of the elementary schools in Bandung. This research uses a positivist paradigm with a quantitative approach. The method used is a pre-experiment. The instrument is a numeracy test comprising 35 questions (multiple choice, complex multiple choice, matching, fill in the blank, and essay). The test material includes geometry and statistics. Data analysis using Microsoft Excel to calculate descriptive statistics and SPSS type 24 to calculate inferential statistics. The results show that the significance of the Wilcoxon test is 0.000. This means there is a difference in the pre-test and post-test scores of numeracy skills of 4th-grade elementary school students.  The average pre-test score is 47, and the post-test score is 69. After implementing the Realistic Mathematics Education (RME) approach, students' numeracy skills increased by 22 points. Based on the N-Gain score of 0.42, this improvement in students' numeracy skills is categorized as medium. This study implies the importance of Realistic Mathematics Education in mathematics learning and recommends its consistent application and the development of relevant teaching materials for elementary school students.

References

Abbacan, M. D., Lasangen, J. P., Calado, Z. L. F., Catalino, F. G., & Terceño, R. T. (2025). Exploring the Impact of Educational Games on Numeracy Skill Development among the Elementary Learners: A Systematic Review. Cognizance Journal of Multidisciplinary Studies, 5(1), 274-286.

Ardiyani, S. M., Gunarhadi, & Riyadi. (2018). Realistic Mathematics Education in Cooperative Learning Viewed from Learning Activity. Journal on Mathematics Education, 9(2), 301-310. https://doi.org/10.22342/JME.9.2.5392.301-310.

Asmara, S. D., & Purnomo, Y. W. (2023). Context of Data and Uncertainty: One of the Challenges for Numeracy Provision in Elementary School Teacher Education. Acta Scientiae, 25(6), 235-271. https://doi.org/10.17648/acta.scientiae.7276.

Bakry., & Bakar, M. N. B. (2015). Mathematical Connection of Elementary School Students to Solve Mathematical Problems. International Journal of Evaluation and Research in Education (IJERE), 4(3), 138-145. http://doi.org/10.11591/ijere.v4i3.4504.

Boonen, A. J. H., de Koning, B. B., Jolles, J., & Van der Schoot, M. (2016). Word Problem Solving in Contemporary Math Education: A Plea for Reading Comprehension Skills Training. Frontiers in Psychology, 7(191), 1-10. https://doi.org/10.3389/fpsyg.2016.00191.

Bray, A., & Tangney, B. (2016). Enhancing Student Engagement through the Affordances of Mobile Technology: A 21st-century Learning Perspective on Realistic Mathematics Education. Mathematics Education Research Journal, 28(1), 173–197. https://doi.org/10.1007/s13394-015-0158-7.

Browder, D. M., Jimenez, B. A., Spooner, F., Saunders, A., Hudson, M., & Bethune, K. S. (2013). Early Numeracy Instruction for Students with Moderate and Severe Developmental Disabilities. Research and Practice for Persons with Severe Disabilities, 37(4), 308-320. https://doi.org/10.2511/027494813805327205.

Cao Thi, H., Le, T. A., Tran Ngoc, B., & Phan Thi Phuong, T. (2023). Factors Affecting the Numeracy Skills of Students from Mountainous Ethnic Minority Regions in Vietnam: Learners’ Perspectives. Cogent Education, 10(1). https://doi.org/10.1080/2331186X.2023.2202121.

Clarke, S., & Collier, S. (2015). Research essentials. How to critique quantitative research. Nursing Children and Young People, 27(9), 12. https://doi.org/10.7748/ncyp.27.9.12.s14.

Clements, D. H., & Sarama, J. (2013). Rethinking Early Mathematics: What is Research based Curriculum for Young Children? In L. D. English, & J. T. Mulligan (Eds.), Reconceptualizing Early Mathematics Learning (pp. 121–147). Springer. https://doi.org/10.1007/978-94-007-6440-8_7.

Das, K. (2020). Realistic Mathematics & Vygotsky’s Theories in Mathematics Education. Shanlax International Journal of Education, 9(1), 104-108. https://doi.org/10.34293/education.v9i1.3346.

Fajrin, S. N., Samadi, M. R., Mayasari, A., & Hani, U. (2024). Pengaruh Pembelajaran Realistic Mathematic Education (RME) terhadap Prestasi Belajar Siswa Kelas V SDN Sekemandung 1 Kab. Bandung dalam Materi Volume Bangun Ruang. MURABBI, 3(1), 1–8. https://doi.org/10.69630/jm.v3i1.37.

Fauzan, A., Harisman, Y., Yerizon, Y., Suherman, S., Tasman, F., Nisa, S., Sumarwati, S., Hafizatunnisa, H., & Syaputra, H. (2024). Realistic Mathematics Education (RME) to Improve Literacy and Numeracy Skills of Elementary School Students based on Teachers’ Experience. Infinity, 13(2), 301-316. https://doi.org/10.22460/infinity.v13i2.p301-316.

Fauzi, I., Chano, J., Wu, C. C. (2025). Mathematical Literacy of Indonesian Elementary School Students: A Case Study of Bandung School. Journal of Curriculum and Teaching, 14(2), 58-72. URL: https://doi.org/10.5430/jct.v14n2p58.

FitzSimons, G. E. (2008). A Comparison of Mathematics, Numeracy, and Functional Mathematics: What do they Mean for Adult Numeracy Practitioners? Adult Learning, 19(3-4), 8-11. https://doi.org/10.1177/104515950801900302.

Freudenthal, H. (1973). Mathematics as an Educational Task. Reidel Publishing. https://doi.org/10.1007/978-94-010 2903-2.

Geiger, V., Forgasz, H., & Goos, M. (2015). A Critical Orientation to Numeracy Across the Curriculum. ZDM, 47(4), 611−624. https://doi.org/10.1007/s11858-014-0648-1.

Gittens, C. A. (2015). Assessing Numeracy in the Upper Elementary and Middle School Years. Numeracy, 8(1), 1-33. http://dx.doi.org/10.5038/1936-4660.8.1.3.

Gizem, K., Hernandez, E. G. V., & Taylor, J. A. (2016). What's in a Name? A Critical Review of Definitions of Quantitative Literacy, Numeracy, and Quantitative Reasoning. Numeracy, 9(1), 1-36. http://dx.doi.org/10.5038/1936-4660.9.1.2.

Hirza, B., Kusumah, Y.S., Darhim, D., & Zulkardi, Z. (2014). Improving Intuition Skills with Realistic Mathematics Education. Journal on Mathematics Education, 5(1), 27-34. https://doi.org/10.22342/jme.5.1.1446.27-34.

Horakova, T., & Houska, M. (2014). On Improving the Experiment Methodology in Pedagogical Research. International Education Studies, 7(9), 84-98. http://dx.doi.org/10.5539/ies.v7n9p84.

Heddle, N.M. (2002), Clinical Research Designs: Quantitative Studies. Vox Sanguinis, 83(Suppl. 1), 247-250. https://doi.org/10.1111/j.1423-0410.2002.tb05312.x.

Ichsan, I. Z., Sigit, D. V., Miarsyah, M., Ali, A., Arif, W. P., & Prayitno, T. A. (2019). HOTS-AEP: Higher Order Thinking Skills from Elementary to Master Students in Environmental Learning. European Journal of Educational Research, 8(4), 935-942. https://doi.org/10.12973/eu-jer.8.4.935.

Incikabi, L., Tuna, A., & Biber, A.Ç. (2013). An Analysis of Mathematics Teacher Candidates Critical Thinking Dispositions and Their Logical Thinking Skills. Journal of International Education Research (JIER), 9(3), 257. https://doi.org/10.19030/jier.v9i3.7884.

Jailani., Retnawati, H., Apino, E., & Santoso, A. (2020). High School Students’ Difficulties in Making Mathematical Connections when Solving Problems. International Journal of Learning, Teaching and Educational Research, 19(8), 255-277. https://doi.org/10.26803/ijlter.19.8.14.

Kaur, J., & Gupta, M. (2025). Relationship between Numeracy Skills and Financial Literacy: A Review. International Journal of Financial Management and Economics, 8(1),130-138. https://doi.org/10.33545/26179210.2025.v8.i1.464.

Kemendikbud. (2020). Pengembangan Soal Asesmen Kompetensi Minimum. Jakarta: Kemendikbud.

Kemendikbud. (2022). Merdeka Belajar Episode Sembilan Belas: Hasil Pendidikan. Jakarta: Kemendikbud.

Kenedi, A. K., Helsa, Y., Ariani, Y., Zainil, M., & Hendri, S. (2019). Mathematical Connection of Elementary School Students to Solve Mathematical Problems. Journal on Mathematics Education, 10(1), 69-80.

Laubmeier, A. N., Wootton, K., Banks, J. E., Bommarco, R., Curtsdotter, A., Jonsson T, Roslin, T., & Banks, H. T. (2018) From Theory to Experimental Design Quantifying a Trait-based Theory of Predator-prey Dynamics. PLoS ONE, 13(4), 1-22. https://doi. org/10.1371/journal.pone.0195919.

Laurens, T., Batlolona, F. A., Batlolona, J. R., & Leasa, M. (2018). How Does Realistic Mathematics Education (RME) Improve Students’ Mathematics Cognitive Achievement? Eurasia Journal of Mathematics, Science and Technology Education, 14(2), 569-578. https://doi.org/10.12973/ejmste/76959.

Lestari, P., Saptono, B., Kawuryan, S. P., & Murti, R. C. (2024). Cognitive Competence of Prospective Elementary Teachers on Realistic Mathematic Education through Cooperative Learning. Journal Electrical System, 20(5s), 857-863. https://doi.org/10.52783/jes.2333.

Listyaningrum, P., Retnawati, H., & Ibda, H. (2025). Realistic Mathematics Education in Digital Era Elementary Schools: A Systematic Literature Review. International Journal on Advanced Science Enginering Information Technology, 15(1), 67-74. https://doi.org/10.18517/ijaseit.15.1.20123.

Lopez-Pedersen, A., Mononen, R., Aunio, P., Scherer, R., & Melby-Lervåg, M. (2022). Improving Numeracy Skills in First Graders with Low Performance in Early Numeracy: A Randomized Controlled Trial. Remedial and Special Education, 44(2), 126-136. https://doi.org/10.1177/07419325221102537.

Maharani, S., Nusantara, T., As'ari, A. R., & Qohar, A. (2019). Analyticity and Systematicity Students of Mathematics Education on Solving Non-routine Problems. Mathematics and Statistics, 7(2), 50-55. https://doi.org/10.13189/ms.2019.070204.

Meisels, G. G. (2010). Science Literacy: Hand in Glove with Numeracy. Numeracy 3(2), 1-5. http://dx.doi.org/10.5038/1936-4660.3.2.1.

Mulia, P. (2018). How Ethnomathematics Can Bridge Informal and Formal Mathematics in Mathematics Learning Process at School: A Framework. For the Learning of Mathematics, 38(3), 11-14.

Nuryadi., Sukestiyarno, Y. L., Suyitno, H., & Kharisudin, I. (2024). Mathematical Critical Thinking Profile of Students on Pisa Framework Space and Shape Content Questions Reviewed from Self-Efficacy. Educational Administration: Theory and Practice, 30(4), 1380-1400. https://doi.org/10.53555/kuey.v30i4.1228.

Pearce, D.L., Bruun, F., Skinner, K., & Lopez-Mohler, C. (2013). What Teachers Say About Student Difficulties Solving Mathematical Word Problems in Grades 2-5. International Electronic Journal of Mathematics Education, 8(1), 3-19. http://dx.doi.org/10.29333/iejme/271.

Pratiwi, S. A., Nofikusumawati, P. N. R., & Prabowo, A. (2024). Study On Literacy Numeracy Towards Students’ Logic Mathematics: A Literature Review. Numeracy, 11(1), 58-69. https://doi.org/10.46244/Numeracy.V11i1.2601.

Quick J, Hall S. Part Three: The Quantitative Approach. Journal of Perioperative Practice, 25(10),192-196. https://doi.org/10.1177/175045891502501002.

Ridwan, M., Misbahudholam AR, M., Budiyono, F., & Tri Sukitman. (2023). Improve The Numeracy Skills of Fifth-Grade Students through Self-Efficacy in Elementary Schools. Jurnal Ilmiah Sekolah Dasar, 7(3), 526–535. https://doi.org/10.23887/jisd.v7i3.58660.

Reinke, L. T. (2019). Contextual Problems as Conceptual Anchors: An Illustrative Case. Research in Mathematics Education, 22(1), 3–21. https://doi.org/10.1080/14794802.2019.1618731.

Russell, R. L., & Ginsburg, H. P. (1984). Cognitive Analysis of Children’s Mathematics Difficulties. Cognition and Instruction, 1(2), 217–244. https://doi.org/10.1207/s1532690xci0102_3.

Sugiman, S., & Kusumah, Y.S. (2010). Dampak Pendidikan Matematika Realistik Indonesia terhadap Peningkatan Kemampuan Pemecahan Masalah Siswa SMP. Journal on Mathematics Education, 1(1), 41-52. https://doi.org/10.22342/jme.1.1.793.41-52.

Tegeh, I. M., Astawan, I. G., Sudiana, I. K., Kristiantari, M. G. R. (2021). Murder Learning Model Assisted by Metacognitive Scaffolding to Improve Students’ Scientific Literacy and Numeracy Skills Through Science Studies in Elementary Schools. Jurnal Pendidikan IPA Indonesia, 10(4), 618-626. https://doi.org/10.15294/jpii.v10i4.32926.

Tong, D. H., Nguyen, T., Uyen, B. P., Ngan, L. K., Khanh, L. T., & Tinh, P. T. (2022). Realistic Mathematics Education's Effect on Students' Performance and Attitudes: A Case of Ellipse Topics Learning. European Journal of Educational Research, 11(1), 403-421. https://doi.org/10.12973/eu-jer.11.1.403.

Tongco, M. D. C. (2007). Purposive Sampling as a Tool for Informant Selection. Ethnobotany Research and Applications, 5, 147–158.

Treffers, A. (1991). Meeting Innumeracy at Primary School. Educational Studies in Mathematics, 22, 333–352. https://doi.org/10.1007/BF00369294.

Trisnani, N., Retnawati, H., & Wuryandani, W. (2024). Challenges of Indonesian Elementary School Mathematics Teachers in Integrating Critical Thinking into the Classroom. Journal on Mathematics Education, 15(3), 905-924. https://doi.org/10.22342/jme.v15i3.pp905-924.

Vacher, H. L. (2014). Looking at the Multiple Meanings of Numeracy, Quantitative Literacy, and Quantitative Reasoning. Numeracy, 7(2), 1-16. http://dx.doi.org/10.5038/1936-4660.7.2.1.

Van den Heuvel-Panhuizen, M., & Drijvers, P. (2014). Realistic Mathematics Education. In S. Lerman (Ed.), Encyclopedia of Mathematics Education (pp. 521–525). Springer. https://doi.org/10.1007/978-94-007-4978-8_170.

Van Zanten, M., & Van den Heuvel-Panhuizen, M. (2021). Mathematics Curriculum Reform and Its Implementation in Textbooks: Early Addition and Subtraction in Realistic Mathematics Education. Mathematics, 9(7), 752. https://doi.org/10.3390/math9070752.

Wedege, T. (2002). Numeracy as a Basic Qualification in Semi-Skilled Jobs. For the Learning of Mathematics, 22(3), 23-28.

Widjaja, W. (2013). The Use of Contextual Problems to Support Mathematical Learning. Journal on Mathematics Education, 4(2), 151-159. https://doi.org/10.22342/JME.4.2.413.151-159.

Yilmaz, R. (2020). Prospective Mathematics Teachers' Cognitive Competencies on Realistic Mathematics Education. Journal on Mathematics Education, 11(1), 17-44. http://doi.org/10.22342/jme.11.1.8690.17-44.

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Published

2025-08-24

How to Cite

Irfan Fauzi, Jiraporn Chano, & Andika Arisetyawan. (2025). How Does Realistic Mathematics Education (RME) Improve the Numeracy Skills of Students in Elementary School?. Bulletin of Science Education, 5(2), 147–158. https://doi.org/10.51278/bse.v5i2.1844

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