Assessing mathematical communication in elementary fraction learning across different levels of task-specific self-efficac

Authors

  • Siti Muhdiati Universitas Pendidikan Indonesia, Indonesia
  • Sufyani Prabawanto Universitas Pendidikan Indonesia, Indonesia
  • Sandi Budi Iriawan Universitas Pendidikan Indonesia, Indonesia
  • Effy Mulyasari Universitas Pendidikan Indonesia, Indonesia

DOI:

https://doi.org/10.58524/jasme.v6i3.1418

Keywords:

Elementary Mathematics, Fraction Learning, Mathematical Communication, Self-Efficacy, Task-Specific Self-Efficacy

Abstract

Background: Mathematical communication is a fundamental competency in elementary mathematics because it enables students to represent, explain, and justify mathematical ideas through visual, verbal, and symbolic forms. In fraction learning, these communication processes require students to integrate multiple representations, yet their performance may differ according to task-specific self-efficacy.

Aims: This study aimed to assess elementary students’ mathematical communication in fraction learning across different levels of task-specific self-efficacy and to examine the association between self-efficacy and mathematical communication ability.

Method: An ex post facto quantitative design was employed involving 176 fifth-grade students from four elementary schools in West Java, Indonesia. Data were collected using a mathematical communication test and a task-specific mathematics self-efficacy questionnaire. Students were classified into low, moderate, and high self-efficacy groups using tertile categorization. Data were analyzed through descriptive statistics, the Kruskal–Wallis test, Bonferroni-adjusted pairwise comparisons, epsilon squared, and Spearman’s rank correlation.

Results: Mathematical communication differed significantly across self-efficacy levels (H = 86.635, p < 0.001, ε² = 0.49). Students with higher self-efficacy consistently achieved superior performance across drawing, written explanation, and mathematical expression indicators. Pairwise comparisons confirmed significant differences among all groups, while Spearman’s analysis revealed a strong positive association between self-efficacy and mathematical communication ability (ρ = 0.729, p < 0.001).

Conclusion: Task-specific self-efficacy is strongly associated with elementary students’ mathematical communication in fraction learning. Students with higher self-efficacy demonstrated more effective communication across multiple mathematical representations, highlighting the importance of integrating affective factors into mathematics assessment and instruction.

Author Biography

  • Sufyani Prabawanto, Universitas Pendidikan Indonesia, Indonesia

    Department of Mathematics Education, Faculty of Mathematics and Natural Sciences Education, Universitas Pendidikan Indonesia, Bandung, Indonesia.

References

Aksu, N., & Zengin, Y. (2022). Disclosure of students’ mathematical reasoning through collaborative technology-enhanced learning environment. Education and Information Technologies, 27(2), 1609–1634. https://doi.org/10.1007/s10639-021-10686-x

Aljura, A. N., Retnawati, H., Dewanti, S. R., Kassymova, G. K., Sotlikova, R., & Septiana, A. R. (2025). Mathematical reasoning and communication word problems with mathematical problem-solving orientation: A relation between the skills. Journal on Mathematics Education, 16(2), 529–558. https://doi.org/10.22342/jme.v16i2.pp529-558

Ata Baran, A., & Kabael, T. (2021). An investigation of eighth grade students’ mathematical communication competency and affective characteristics. The Journal of Educational Research, 114(4), 367–380. https://doi.org/10.1080/00220671.2021.1948382

Attard, C., & Holmes, K. (2022). An exploration of teacher and student perceptions of blended learning in four secondary mathematics classrooms. Mathematics Education Research Journal, 34(4), 719–740. https://doi.org/10.1007/s13394-020-00359-2

Aydin, U., & Birgili, B. (2023). Assessing mathematical higher-order thinking skills: An analysis of Turkish university entrance examinations. Educational Assessment, 28(3), 190–209. https://doi.org/10.1080/10627197.2023.2202311

Azid, N., Ali, R. M., El Khuluqo, I., Purwanto, S. E., & Susanti, E. N. (2022). Higher order thinking skills, school-based assessment and students’ mathematics achievement: Understanding teachers’ thoughts. International Journal of Evaluation and Research in Education, 11(1), 290–302. https://doi.org/10.11591/ijere.v11i1.22030

Barbieri, C. A., Rodrigues, J., Dyson, N., & Jordan, N. C. (2020). Improving fraction understanding in sixth graders with mathematics difficulties: Effects of a number line approach combined with cognitive learning strategies. Journal of Educational Psychology, 112(3), 628–648. https://doi.org/10.1037/edu0000384

Barbosa, A., & Vale, I. (2021). A visual approach for solving problems with fractions. Education Sciences, 11(11). https://doi.org/10.3390/educsci11110727

Birgin, O., & Eryılmaz, E. (2025). Investigation of seventh-grade students’ performance in translating among multiple representations of fractions. Thinking Skills and Creativity, 57, 101809. https://doi.org/10.1016/j.tsc.2025.101809

Bjerke, A. H. (2026). Sources of mathematics self-efficacy in primary and secondary students: A systematic review of qualitative research. Education Sciences, 16(2). https://doi.org/10.3390/educsci16020182

Cai, J., Ding, M., & Hwang, S. (2026). Fostering students’ mathematical understanding: Toward a theoretical framework. Asian Journal for Mathematics Education. https://doi.org/10.1177/27527263261442721

Chasanah, C., Riyadi, & Usodo, B. (2020). The effectiveness of learning models on written mathematical communication skills viewed from students’ cognitive styles. European Journal of Educational Research, 9(3), 979–994. https://doi.org/10.12973/eu-jer.9.3.979

Chinofunga, M. D., Chigeza, P., & Taylor, S. (2025). How can procedural flowcharts support the development of mathematics problem-solving skills? Mathematics Education Research Journal, 37(1), 85–123. https://doi.org/10.1007/s13394-024-00483-3

Demir, M., & Zengin, Y. (2023). The effect of a technology-enhanced collaborative learning environment on secondary school students’ mathematical reasoning: A mixed method design. Education and Information Technologies, 28(8), 9855–9883. https://doi.org/10.1007/s10639-023-11587-x

DiNapoli, J. (2023). Distinguishing between grit, persistence, and perseverance for learning mathematics with understanding. Education Sciences, 13(4). https://doi.org/10.3390/educsci13040402

Fadzil, N. M., & Osman, S. (2025). Scoping the landscape: Comparative review of collaborative learning methods in mathematical problem-solving pedagogy. International Electronic Journal of Mathematics Education, 20(2), em0820. https://doi.org/10.29333/iejme/15935

Fraihat, M. A. K., Khasawneh, A. A., & Al-Barakat, A. A. (2022). The effect of situated learning environment in enhancing mathematical reasoning and proof among tenth grade students. Eurasia Journal of Mathematics, Science and Technology Education, 18(6), em2120. https://doi.org/10.29333/ejmste/12088

Genç, M., Akıncı, M., Karataş, İ., Çolakoğlu, Ö. M., & Tığlı, N. Y. (2025). From thinking to creativity: The interplay of mathematical thinking perceptions, mathematical communication dispositions, and creative thinking dispositions. Behavioral Sciences, 15(10). https://doi.org/10.3390/bs15101346

Govender, R., & Machingura, D. (2023). Ascertaining grade 10 learners’ levels of mathematical modelling competency through solving simultaneous equations word problems. Pythagoras, 44(1), 1–18. https://doi.org/10.4102/pythagoras.v44i1.728

Granello, F., Cuder, A., Doz, E., Pellizzoni, S., & Passolunghi, M. C. (2025). Improving math self-efficacy and math self-concept in middle school: A narrative systematic review. European Journal of Psychology of Education, 40(1), 42. https://doi.org/10.1007/s10212-025-00939-5

Halmo, S. M., Yamini, K. A., Stanton, J. D., & Schussler, E. (2024). Metacognition and self-efficacy in action: How first-year students monitor and use self-coaching to move past metacognitive discomfort during problem solving. CBE—Life Sciences Education, 23(2), ar13. https://doi.org/10.1187/cbe.23-08-0158

Herreros-Torres, D., Sanz, M. T., & Gómez-Ferragud, C. B. (2026). A study on the different representations and performance profiles on fractions as operators in primary education. The Journal of Mathematical Behavior, 82, 101302. https://doi.org/10.1016/j.jmathb.2025.101302

Holenstein, M., Bruckmaier, G., & Grob, A. (2022). How do self-efficacy and self-concept impact mathematical achievement? The case of mathematical modelling. British Journal of Educational Psychology, 92(1), e12443. https://doi.org/10.1111/bjep.12443

Jameson, M. M., Dierenfeld, C., & Ybarra, J. (2022). The mediating effects of specific types of self-efficacy on the relationship between math anxiety and performance. Education Sciences, 12(11). https://doi.org/10.3390/educsci12110789

Jiang, R., Liu, R., Star, J., Zhen, R., Wang, J., Hong, W., Jiang, S., Sun, Y., & Fu, X. (2021). How mathematics anxiety affects students’ inflexible perseverance in mathematics problem-solving: Examining the mediating role of cognitive reflection. British Journal of Educational Psychology, 91(1), e12364. https://doi.org/10.1111/bjep.12364

Kim, S., & Bong, M. (2023). Producing confident learners using specific tasks, competent models, and credible messages. Theory Into Practice, 62(3), 219–231. https://doi.org/10.1080/00405841.2023.2226555

Kusmaryono, I., Aminudin, M., Ubaidah, N., & Chamalah, E. (2024). The bridging understanding of language and mathematical symbols between teachers and students: An effort to increase mathematical literacy. Infinity Journal, 13(1), 251–270. https://doi.org/10.22460/infinity.v13i1.p251-270

Lao, Y., Wang, P., Liao, S., & Li, C. (2025). Characteristics of self-efficacy of high school students and its relationship with test performance in mathematics subject. Cogent Education, 12(1), 2486560. https://doi.org/10.1080/2331186X.2025.2486560

Lee, M. Y., & Yeo, S. (2026). Exploring preservice teachers’ problem-solving with Fractopia: A dynamic digital tool developed to support semiotic mediation in fraction learning. Journal of Mathematics Teacher Education. https://doi.org/10.1007/s10857-026-09746-1

Liu, Q., Liu, J., Cai, J., & Zhang, Z. (2020). The relationship between domain- and task-specific self-efficacy and mathematical problem posing: A large-scale study of eighth-grade students in China. Educational Studies in Mathematics, 105(3), 407–431. https://doi.org/10.1007/s10649-020-09977-w

Liu, Z., Liu, Z., Xin, X., & Yang, X. (2020). Proposal and assessment of a novel carbon dioxide energy storage system with electrical thermal storage and ejector condensing cycle: Energy and exergy analysis. Applied Energy, 269, 115067. https://doi.org/10.1016/j.apenergy.2020.115067

Lu, H., Chen, X., & Qi, C. (2023). Which is more predictive: Domain- or task-specific self-efficacy in teaching and outcomes? British Journal of Educational Psychology, 93(1), 283–298. https://doi.org/10.1111/bjep.12554

Manfreda Kolar, V., & Hodnik, T. (2021). Mathematical literacy from the perspective of solving contextual problems. European Journal of Educational Research, 10(1), 467–483. https://doi.org/10.12973/eu-jer.10.1.467

Marmur, O., Yan, X., & Zazkis, R. (2020). Fraction images: The case of six and a half. Research in Mathematics Education, 22(1), 22–47. https://doi.org/10.1080/14794802.2019.1627239

Merkel, R., Leuders, T., Reinhold, F., & Loibl, K. (2025). Learning activities in a dynamic learning environment to foster a basic fraction concept. International Journal of Science and Mathematics Education, 23(8), 3953–3979. https://doi.org/10.1007/s10763-025-10602-6

Mohamed, R., Ghazali, M., & Samsudin, M. A. (2021). A systematic review on teaching fraction for understanding through representation on Web of Science database using PRISMA. LUMAT: International Journal on Math, Science and Technology Education, 9(1), 100–125. https://doi.org/10.31129/LUMAT.9.1.1449

Ncube, M., & Luneta, K. (n.d.). Concept-based instruction: Improving learner performance in mathematics through conceptual understanding. Pythagoras, 46(1), 815. https://doi.org/10.4102/pythagoras.v46i1.815

Nilimaa, J. (2023). New examination approach for real-world creativity and problem-solving skills in mathematics. Trends in Higher Education, 2(3), 477–495. https://doi.org/10.3390/higheredu2030028

Nuutila, K., Tapola, A., Tuominen, H., Kupiainen, S., Pásztor, A., & Niemivirta, M. (2020). Reciprocal predictions between interest, self-efficacy, and performance during a task. Frontiers in Education, 5. https://doi.org/10.3389/feduc.2020.00036

Oppmann, M.-M., Beege, M., & Reinhold, F. (2025). Stimulating individual learning of the concept of fraction equivalence: How students utilize adaptive features in digital learning environments mediates their effect. Learning and Instruction, 98, 102118. https://doi.org/10.1016/j.learninstruc.2025.102118

Oudman, S., van de Pol, J., & van Gog, T. (2022). Effects of self-scoring their math problem solutions on primary school students’ monitoring and regulation. Metacognition and Learning, 17(1), 213–239. https://doi.org/10.1007/s11409-021-09281-9

Özcan, B., & Kültür, Y. Z. (2021). The relationship between sources of mathematics self-efficacy and mathematics test and course achievement in high school seniors. SAGE Open, 11(3), 21582440211040124. https://doi.org/10.1177/21582440211040124

Özdemir, A., Karaşan, S., & Şahal, M. (2021). An examination of the relationship between secondary school students’ abstract thinking skills, self-efficacy perceptions and attitudes towards mathematics. Participatory Educational Research, 8(2), 391–406. https://doi.org/10.17275/per.21.45.8.2

Pantaleon, K. V., Juniati, D., & Lukito, A. (2023). Female student mathematical communication ability in the proving process: A review based on math anxiety. Bolema: Boletim de Educação Matemática, 37, 1299–1316. https://doi.org/10.1590/1980-4415v37n77a18

Pasani, C. F., & Amelia, R. (2025). Smart mobile technologies in math education: Improving elementary students’ mathematical communication skills. International Journal of Interactive Mobile Technologies, 19(7), 159. https://doi.org/10.3991/ijim.v19i07.48377

Pedersen, P. L., & Bjerre, M. (2021). Two conceptions of fraction equivalence. Educational Studies in Mathematics, 107(1), 135–157. https://doi.org/10.1007/s10649-021-10030-7

Pérez-Fuentes, M. del C., Núñez, A., Molero, M. del M., Gázquez, J. J., Rosário, P., & Núñez, J. C. (2020). The role of anxiety in the relationship between self-efficacy and math achievement. Educational Psychology, 26, 137–143. https://doi.org/10.5093/psed2020a7

Rehman, N., Huang, X., Mahmood, A., AlGerafi, M. A. M., & Javed, S. (2024). Project-based learning as a catalyst for 21st-century skills and student engagement in the math classroom. Heliyon, 10(23). https://doi.org/10.1016/j.heliyon.2024.e39988

Reinhold, F., Hoch, S., Werner, B., Richter-Gebert, J., & Reiss, K. (2020). Learning fractions with and without educational technology: What matters for high-achieving and low-achieving students? Learning and Instruction, 65, 101264. https://doi.org/10.1016/j.learninstruc.2019.101264

Sakellariou, C. (2022). The reciprocal relationship between mathematics self-efficacy and mathematics performance in U.S. high school students: Instrumental variables estimates and gender differences. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.941253

Sari, I. P., Suryadi, D., Herman, T., Dahlan, J. A., & Supriyadi, E. (2024). Learning obstacles on fractions: A scoping review. Infinity Journal, 13(2), 377–392. https://doi.org/10.22460/infinity.v13i2.p377-392

Schadl, C., & Ufer, S. (2023). Beyond linearity: Using IRT-scaled level models to describe the relation between prior proportional reasoning skills and fraction learning outcomes. Child Development, 94(6), 1642–1658. https://doi.org/10.1111/cdev.13954

Siefer, K., Leuders, T., & Obersteiner, A. (2021). Which task characteristics do students rely on when they evaluate their abilities to solve linear function tasks? A task-specific assessment of self-efficacy. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.596901

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

Su, P., & Li, X. (2026). With confidence comes success: An exploration of high school students’ mental health education from the perspective of self-efficacy theory. Frontiers in Psychology, 17. https://doi.org/10.3389/fpsyg.2026.1667290

Szabo, Z. K., Körtesi, P., Guncaga, J., Szabo, D., & Neag, R. (2020). Examples of problem-solving strategies in mathematics education supporting the sustainability of 21st-century skills. Sustainability, 12(23). https://doi.org/10.3390/su122310113

Teledahl, A., Kilhamn, C., Ahl, L. M., & Helenius, O. (2025). Defining and measuring quality in students’ mathematical writing: A systematic literature review. Mathematics Education Research Journal, 37(3), 557–576. https://doi.org/10.1007/s13394-024-00501-4

Tong, D. H., Uyen, B. P., & Quoc, N. V. A. (2021). The improvement of 10th students’ mathematical communication skills through learning ellipse topics. Heliyon, 7(11). https://doi.org/10.1016/j.heliyon.2021.e08282

Tossavainen, A., & Helenius, O. (2024). Student teachers’ conceptions of fractions: A framework for the analysis of different aspects of fractions. Mathematics Teacher Education and Development, 26(1). https://eric.ed.gov/?id=EJ1415729

Wang, X., Houang, R. T., Schmidt, W. H., & Kelly, K. S. (2024). Relationship between opportunity to learn, mathematics self-efficacy, and math performance: Evidence from PISA 2012 in 63 countries and economies. International Journal of Science and Mathematics Education, 22(8), 1683–1708. https://doi.org/10.1007/s10763-024-10446-6

Webb, N. M., Franke, M. L., Johnson, N. C., Ing, M., & Zimmerman, J. (2023). Learning through explaining and engaging with others’ mathematical ideas. Mathematical Thinking and Learning, 25(4), 438–464. https://doi.org/10.1080/10986065.2021.1990744

Williams, K., & Williams, H. (2021). Mathematics problem-solving homework as a conduit for parental involvement in learning: Evaluation of a pilot study. Educational Review, 73(2), 209–228. https://doi.org/10.1080/00131911.2019.1566210

Yimam, M., & Dagnew Kelkay, A. (2022). Evaluation of the effects of discourse-based mathematics instruction on eleventh grade students’ conceptual and procedural understanding of probability and statistics. Cogent Education, 9(1), 2007742. https://doi.org/10.1080/2331186X.2021.2007742

Zakariya, Y. F. (2022). Improving students’ mathematics self-efficacy: A systematic review of intervention studies. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.986622

Zuo, S., Huang, Q., & Qi, C. (2024). The relationship between cognitive activation and mathematics achievement: Mediating roles of self-efficacy and mathematics anxiety. Current Psychology, 43(39), 30794–30805. https://doi.org/10.1007/s12144-024-06700-3

Downloads

Published

2026-07-20