Multisensory-Based Realistic Mathematics Education (RME) Study of Elementary School Students' Conceptual Understanding and Mathematical Dispositions

  • Dessy Trisnawati‎ Universitas Muhammadiyah Jakarta, Indonesia ‎
  • Ririn Widiyasari Universitas Muhammadiyah Jakarta
Keywords: Conceptual Understanding, Mathematical Disposition, Multisensory Learning, Realistic Mathematics ‎Education, Elementary Mathematics

Abstract

Indonesian elementary students’ mathematical literacy remains below the OECD average. This study examined the implementation of Multisensory-Enriched Realistic Mathematics Education (ME-RME) for cubes and cuboids and compared students’ conceptual understanding and mathematical disposition with conventional instruction. An exploratory sequential mixed-methods design was conducted at a public elementary school in Bekasi Regency, West Java. The qualitative phase involved structured observations of 35 sixth-grade students over four lessons and semi-structured interviews with 33 students; findings informed refinement of the lessons and instruments. The quantitative phase used a non-equivalent pretest–posttest quasi-experiment involving an experimental class (n = 35) and a control class (n = 35), each taught by the same teacher over four 70-minute lessons. Conceptual understanding was assessed through an essay test and mathematical disposition through a Likert-scale questionnaire. Analyses included ANCOVA, MANOVA, and Bonferroni-corrected follow-ups. Groups did not differ significantly at pretest, t(68) = 1.32, p = .192. At posttest, the experimental group outperformed the control group in conceptual understanding (M = 90.69, SD = 5.85 vs. M = 68.46, SD = 7.47; t(68) = 13.86, p < .001; Hedges’ g = 3.28) and disposition (M = 119.05, SD = 9.41 vs. M = 102.05, SD = 10.79; g = 1.66). MANOVA was significant, Wilks’ Λ = .249, F(2, 67) = 100.80, p < .001. ME-RME was associated with higher conceptual understanding and more positive mathematical disposition, although the short intervention, single-school setting, and non-random allocation limit generalizability.

Downloads

Download data is not yet available.

References

Al Maqbali, A. (2025). Studies the dynamic of the teaching strategies in English and mathematic ‎classrooms. Digital Learning, Social Science, and Life-course Studies, 1(2). ‎https://doi.org/10.70211/disolife.v1i2.339‎

Ampadu, E., & Anokye-Poku, D. (2022). Influence of personal, motivational and learning environment ‎factors on students’ attitudes toward mathematics. International Journal of Research in ‎Education and Science, 8(2), 378–392. https://doi.org/10.46328/ijres.2666‎

Anjarwati, S., Adiwahyono, T., Adawiya, R., Ariyani, Y. D., & Susilowati, I. T. (2025). Effectiveness of the ‎realistic mathematics education approach in mathematics learning. Proceedings of the ‎International Conference, 182–192. https://doi.org/10.2991/978-2-38476-414-3_16‎

Arhalifi, Nurmalina, & Witarsa, R. (2024). Pengaruh model Realistic Mathematics Education (RME) ‎terhadap kemampuan pemahaman konsep dan berpikir kritis siswa pada pembelajaran ‎matematika kelas V SD Negeri 18 Bengkalis. Multiple: Jurnal Global Manajemen, 2(10), 3063–‎‎3076.‎

Bayrak, A., & Aslanci, S. (2022). Realistic mathematics education: A bibliometric analysis. Shanlax ‎International Journal of Education, 10(4), 52–62. ‎https://doi.org/10.34293/education.v10i4.5174‎

Bognar, B., Mužar Horvat, S., & Jukić Matić, L. (2025). Characteristics of effective elementary ‎mathematics instruction: A scoping review of experimental studies. Education Sciences, 15(1), ‎Article 76. https://doi.org/10.3390/educsci15010076‎

Castro-Alonso, J. C., de Koning, B. B., Fiorella, L., & Paas, F. (2021). Five strategies for optimizing ‎instructional materials: Instructor- and learner-managed cognitive load. Educational Psychology ‎Review, 33, 1379–1407. https://doi.org/10.1007/s10648-021-09606-9‎

Chua, V. C. (2021). Improving learners’ productive disposition through realistic mathematics education, ‎a teacher’s critical reflection of personal pedagogy. Reflective Practice, 22(6), 809–823. ‎https://doi.org/10.1080/14623943.2021.1974373‎

Cordero-Siy, E., & Ghousseini, H. (2022). Supporting understanding using representations. Mathematics ‎Teacher: Learning and Teaching PK–12, 115(6), 394–403. ‎https://doi.org/10.5951/MTLT.2021.0155‎

Do, T. T., Hoang, K. C., Do, T., Trinh, T. P. T., Nguyen, D. N., Tran, T., Le, T. T. B. T., Nguyen, T. C., & ‎Nguyen, T. T. (2021). Factors influencing teachers’ intentions to use realistic mathematics ‎education in Vietnam: An extension of the theory of planned behavior. Journal on Mathematics ‎Education, 12(2), 331–348. https://doi.org/10.22342/jme.12.2.14094.331-348‎

Fadhilaturrahmi, & Ananda, R. (2025). AI-powered e-modules for mathematics learning: Impact on ‎elementary school students’ mathematical disposition. Indonesian Journal of Educational ‎Development, 6(2), 492–505. https://doi.org/10.59672/ijed.v6i2.4910‎

Fajri, H. M., Marini, A., & Suyono. (2025). Trends and patterns in realistic mathematics education ‎research in elementary schools: A bibliometric approach. Social Sciences & Humanities Open, 12, ‎Article 101730. https://doi.org/10.1016/j.ssaho.2025.101730‎

Fauzan, A., Harisman, Y., Yerizon, Suherman, Tasman, F., Nisa, S., Sumarwati, Hafizatunnisa, & Syaputra, ‎H. (2024). Realistic mathematics education (RME) to improve literacy and numeracy skills of ‎elementary school students based on teachers’ experience. Infinity Journal, 13(2), 301–316. ‎https://doi.org/10.22460/infinity.v13i2.p301-316‎

Febrilia, Y., Saputra, J., Purnasari, P. D., & Helisman, H. (2025). Implementation of realistic mathematics ‎education in Indonesia. Contemporary Education and Community Engagement, 2(2), 137–145. ‎https://doi.org/10.12928/cece.v2i2.1439‎

Febriyani, A., Hakim, A. R., & Hakim, N. (2022). Peran disposisi matematis terhadap kemampuan ‎pemahaman konsep matematika. Plusminus: Jurnal Pendidikan Matematika, 2(1), 87–100. ‎https://doi.org/10.31980/plusminus.v2i1.1087‎

Jitendra, A. K., Dougherty, B., Sanchez, V., & Suchilt, L. (2024). Using multiple representations to foster ‎multiplicative reasoning in students with mathematics learning disabilities. TEACHING ‎Exceptional Children, 57(2), 116–124. https://doi.org/10.1177/00400599221115627‎

Kurnaedi, E. P., Murti, R. C., & Afifah, N. (2024). Trend of realistic mathematics education research on ‎Indonesian elementary schools between 2013 and 2022. Indonesian Journal of Educational ‎Research and Review, 7(1), 49–60. https://doi.org/10.23887/ijerr.v7i1.68391‎

Leukel, C., Loibl, K., & Leuders, T. (2024). Integrating vision and somatosensation does not improve the ‎accuracy and response time when estimating area and perimeter of rectangles in primary ‎school. Trends in Neuroscience and Education, 36, Article 100238. ‎https://doi.org/10.1016/j.tine.2024.100238‎

Mayer, R. E. (2024). The past, present, and future of the cognitive theory of multimedia learning. ‎Educational Psychology Review, 36, Article 8. https://doi.org/10.1007/s10648-023-09842-1‎

Melhem, D. Z., Al Zoubi, A. M., Al-Shannaq, M. M., Raiyan, A. S. H., & Melhem, H. (2025). Improving ‎geometric thinking skills through a multisensory-based CRA framework in students with ‎learning difficulties and various sensory preferences. Educational Process: International Journal, ‎‎16, Article e2025255. https://doi.org/10.22521/edupij.2025.16.255‎

Muhammad, I., Jupri, A., & Herman, T. (2025). Development of web-based learning media with a realistic ‎mathematics education approach to increase student self-determination. Infinity Journal, 14(2), ‎‎303–322. https://doi.org/10.22460/infinity.v14i2.p303-322‎

Mutaqin, E. J., Salimi, M., Asyari, L., & Hamdani, N. A. (2021). Realistic mathematics education approach ‎on teaching geometry in primary schools: Collaborative action research. Journal of Physics: ‎Conference Series, 1987, Article 012031. https://doi.org/10.1088/1742-6596/1987/1/012031‎

Netriwati, N., Negara, H. S., & Tirani, K. S. (2025). The impact of the realistic mathematics education ‎‎(RME) learning model on students’ understanding of mathematical concepts. Jurnal Pendidikan ‎Dasar Nusantara, 10(2). https://doi.org/10.29407/jpdn.v10i2.24244‎

Ng, O.-L., Ni, Y., Shi, L., Tam, W. W. Y., & Cheung, A. C. (2025). Linking changes in teacher discourse ‎behaviors to changes in student learning outcomes in Hong Kong mathematics classrooms. Asian ‎Journal of Mathematics Education, 4(1), 56–83. https://doi.org/10.1177/27527263241308028‎

Nugraha, T., & Samsudin, A. (2024). Enhancing mathematical disposition in geometry instruction: The ‎role of e-comics in realistic mathematics education. PAEDAGOGIA, 27(1), 129–136. ‎https://doi.org/10.20961/paedagogia.v27i1.83787‎

OECD. (2023). PISA 2022 results (Volume I and II): Country notes—Indonesia. ‎https://www.oecd.org/en/publications/pisa-2022-results-volume-i-and-ii-country-‎notes_ed6fbcc5-en/indonesia_c2e1ae0e-en.html

Ponte, R., Viseu, F., Neto, T. B., & Aires, A. P. (2023). Revisiting manipulatives in the learning of ‎geometric figures. Frontiers in Education, 8, Article 1217680. ‎https://doi.org/10.3389/feduc.2023.1217680‎

Post, M., & Prediger, S. (2024). Teaching practices for unfolding information and connecting multiple ‎representations: The case of conditional probability information. Mathematics Education ‎Research Journal, 36, 97–129. https://doi.org/10.1007/s13394-022-00431-z

Prain, V., Xu, L., & Speldewinde, C. (2023). Guiding science and mathematics learning when students ‎construct representations. Research in Science Education, 53, 445–461. ‎https://doi.org/10.1007/s11165-022-10063-9‎

Pramuditya, S. A., Widiyasari, R., & Fitriadi, P. (2025). Enhancing 3D geometry learning: A differentiated ‎educational game approach. Infinity Journal, 14(4), 1043–1064. ‎https://doi.org/10.22460/infinity.v14i4.p1043-1064‎

Putri, H. K., Risdianto, E., & Ramandani, A. A. (2025). Enhancing social studies achievement through the ‎Make a Match cooperative model: The moderating role of student motivation. Digital Learning, ‎Social Science, and Life-course Studies, 1(1), 39–51. https://doi.org/10.70211/disolife.v1i1.258‎

Ramadhan, F., Mahmudi, A., & Nabilla, H. A. (2025). The effectiveness of GeoGebra-assisted realistic ‎mathematics education in enhancing students’ conceptual understanding. Edumatica: Jurnal ‎Pendidikan Matematika, 15(3), 402–416. https://doi.org/10.22437/edumatica.v15i3.45514‎

Rasyid, F. R., Kesuma, T. A. R. P., & Karsiwan. (2025). Design and development of Flash-based learning ‎media for enhancing students’ learning interest. Digital Learning, Social Science, and Life-course ‎Studies, 1(1), 52–67. https://doi.org/10.70211/disolife.v1i1.259‎

Sari, Y. P., Hamer, W., & Lisdiana, A. (2025). Enhancing critical thinking skills in geography education ‎through Macromedia Flash and image-based media. Digital Learning, Social Science, and Life-‎course Studies, 1(1), 24–38. https://doi.org/10.70211/disolife.v1i1.256‎

Seccia, A., & Goldin-Meadow, S. (2024). Gestures can help children learn mathematics: How researchers ‎can work with teachers to make gesture studies applicable to classrooms. Philosophical ‎Transactions of the Royal Society B: Biological Sciences, 379(1911), Article 20230156. ‎https://doi.org/10.1098/rstb.2023.0156‎

Siller, H.-S., & Ahmad, S. (2024). The effect of concrete and virtual manipulative blended instruction on ‎mathematical achievement for elementary school students. Canadian Journal of Science, ‎Mathematics and Technology Education, 24, 229–266. https://doi.org/10.1007/s42330-024-‎‎00336-y

Siswantari, Sabon, S. S., Listiawati, N., Wirda, Y., Zulkardi, & Riyanto, B. (2025). Bridging mathematics ‎and communication: Implementing realistic mathematics education principles for skill ‎development. Journal on Mathematics Education, 16(2), 729–752. ‎https://doi.org/10.22342/jme.v16i2.pp729-752‎

Soesanto, R. H., & Dirgantoro, K. P. S. (2025). Unravelling affective mathematical disposition: Its role in ‎strengthening numeracy among pre-service mathematics teachers. Jurnal Pendidikan MIPA, ‎‎26(3), 1323–1341. https://doi.org/10.23960/jpmipa.v26i3.pp1323-1341‎

Stovner, R. B., & Klette, K. (2022). Teacher feedback on procedural skills, conceptual understanding, and ‎mathematical practices: A video study in lower secondary mathematics classrooms. Teaching ‎and Teacher Education, 110, Article 103593. https://doi.org/10.1016/j.tate.2021.103593‎

Sun, J., Anderson, R. C., Lin, T.-J., Morris, J. A., Miller, B. W., Ma, S., Nguyen-Jahiel, K. T., & Scott, T. (2022). ‎Children’s engagement during collaborative learning and direct instruction through the lens of ‎participant structure. Contemporary Educational Psychology, 69, Article 102061. ‎https://doi.org/10.1016/j.cedpsych.2022.102061‎

Supriadi, N., Jamaluddin Z, W., & Suherman, S. (2024). The role of learning anxiety and mathematical ‎reasoning as predictor of promoting learning motivation: The mediating role of mathematical ‎problem solving. Thinking Skills and Creativity, 52, Article 101497. ‎https://doi.org/10.1016/j.tsc.2024.101497‎

Talkhan, E., Alhubaidah, S., Muthanna, A., & Qadhi, S. (2025). The effect of cooperative learning toward ‎mathematics achievement of primary students: A systematic review using meta-analysis. Social ‎Sciences & Humanities Open, 12, Article 102247. https://doi.org/10.1016/j.ssaho.2025.102247‎

Utami, A. T., Robandi, B., & Mufliva, R. (2025). Efektivitas pendekatan Realistic Mathematics Education ‎terhadap kemampuan pemahaman konsep matematis siswa sekolah dasar. Jurnal Ilmiah Profesi ‎Pendidikan, 10(4), 3492–3500. https://doi.org/10.29303/jipp.v10i4.3782‎

Woods, P. J., & Copur-Gencturk, Y. (2024). Examining the role of student-centered versus teacher-‎centered pedagogical approaches to self-directed learning through teaching. Teaching and ‎Teacher Education, 138, Article 104415. https://doi.org/10.1016/j.tate.2023.104415‎

Published
2026-09-30
How to Cite
Trisnawati‎D., & Widiyasari, R. (2026). Multisensory-Based Realistic Mathematics Education (RME) Study of Elementary School Students’ Conceptual Understanding and Mathematical Dispositions. ISEJ : Indonesian Science Education Journal, 7(3), 377-392. https://doi.org/10.62159/isej.v7i3.2624