Measuring the Impact of APOS Theory-Based Contextual Mathematics Assignments on the Mathematical Communication Skills of Prospective Teacher Students
Abstract
Mathematical communication skills are essential for conveying ideas, interpreting symbols, and linking abstract concepts to contextual phenomena. This study aims to measure the effectiveness of applying APOS theory-based contextual tasks in improving the mathematical communication skills of prospective teacher students. This study uses a quasi-experimental design with a non-equivalent control group model, involving an experimental class that receives contextual task-based learning using the APOS theory approach and a control class that follows conventional learning. The instrument used was a mathematical communication skills test covering five main indicators, namely the ability to express ideas in writing, use representations, explain procedures, relate concepts to real contexts, and construct mathematical arguments. The data were analyzed using the Rasch model, normality test, homogeneity test, independent t-test, score improvement analysis, and PLS-SEM-based structural modeling. The results indicate that the instrument demonstrates strong validity and reliability, as reflected by average Infit and Outfit MNSQ values of 1.00, item reliability of 0.89, and person reliability of 0.84. Significant differences were found between the experimental and control groups across all indicators of mathematical communication skills, with higher posttest mean scores in the experimental group (76.10) compared to the control group (49.87), as well as greater learning gains in the experimental group (N-Gain 68.27%) than in the control group (33.18%). The structural model further confirms the positive contribution of APOS theory to mathematical communication skills, particularly in explaining procedures (β = 0.323) and using mathematical representations (β = 0.257). Overall, this study confirms that the application of APOS theory-based contextual tasks is effective in strengthening the mathematical communication skills of prospective teachers and provides important implications for the development of a more contextual and meaningful mathematics education curriculum.
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Armiati, Fauzan, A., Harisman, Y., & Sya’bani, F. (2022). Local Instructional Theory of Probability Topics Based on Realistic Mathematics Education for Eighth-Grade Students. In Journal on Mathematics Education (Vol. 13, Issue 4, pp. 703–722). https://doi.org/https://doi.org/10.22342/jme.v13i4.pp703-722
Borji, V., & Martínez-Planell, R. (2020). On students’ understanding of implicit differentiation based on APOS theory. Educational Studies in Mathematics, 105(2), 163–179. https://doi.org/10.1007/s10649-020-09991-y
Çetin, I., & Dubinsky, E. (2017). Reflective abstraction in computational thinking. Journal of Mathematical Behavior, 47(2), 70–80. https://doi.org/10.1016/j.jmathb.2017.06.004
Chamberlain, D. J., & Vidakovic, D. (2021). Cognitive trajectory of proof by contradiction for transition-to-proof students. Journal of Mathematical Behavior, 62(2), 1–37. https://doi.org/10.1016/j.jmathb.2021.100849
Creswell, J. W. (2020). Penelitian Kualitatif & Desain Riset : Memilih di Antara Lima Pendekatan. In Mycological Research.
Guetterman, T. C., Creswell, J. W., Deutsch, C., & Gallo, J. J. (2019). Process Evaluation of a Retreat for Scholars in the First Cohort: The NIH Mixed Methods Research Training Program for the Health Sciences. Journal of Mixed Methods Research, 13(1), 52–68. https://doi.org/10.1177/1558689816674564
Hershkovitz, A., Noster, N., Siller, H.-S., & Tabach, M. (2024). Learning analytics in mathematics education: the case of feedback use in a digital classification task on reflective symmetry. ZDM – Mathematics Education, 56(4), 727–739. https://doi.org/10.1007/s11858-024-01551-5
Listiawati, E., Juniati, D., & Ekawati, R. (2025). Understanding mathematics prospective teachers’ comprehension of function derivatives based on APOS theory: Insights from low mathematics anxiety levels. Infinity Journal, 14(2), 483–512. https://doi.org/10.22460/infinity.v14i2.p483-512
Muñoz-Orozco, A., Martínez-Sierra, G., & Ferrari-Escolá, M. (2025). Understanding the Solution Set of Linear Inequalities in Two Variables to Propose a Genetic Decomposition; Comprensión del conjunto solución de inecuaciones lineales en dos variables para proponer una descomposición genética. Avances de Investigacion En Educacion Matematica, 27(1), 107–127. https://doi.org/10.35763/aiem27.6017
Nafisyah, C. L., Zawawi, I., & Huda, S. (2024). Analisis Kemampuan Komunikasi Matematis Peserta Didik Ditinjau dari Gaya Belajar Honey-Mumford. JIIP - Jurnal Ilmiah Ilmu Pendidikan, 7(1), 1037–1048. https://doi.org/10.54371/jiip.v7i1.3873
Ng, C. L., & Chew, C. M. (2023). Uncovering student errors in measures of dispersion: An APOS theory analysis in high school statistics education. European Journal of Science and Mathematics Education, 11(4), 599–614. https://doi.org/10.30935/scimath/13260
Oktaç, A. (2022). What’s new with APOS theory? A look into levels and Totality. Avances de Investigacion En Educacion Matematica, 21(1), 9–21. https://doi.org/10.35763/aiem21.4245
Rahayu, R., Kartono, Dwijanto, & Agoestanto, A. (2023). Problem-Solving Process of Students with a Reflective Cognitive Style Based on the Action-Process-Object-Schema Theory. European Journal of Educational Research, 12(1), 41–58. https://doi.org/10.12973/eu-jer.12.1.41
Rittaud, B., & Vivier, L. (2024). The Field ℚ and the Equality 0.999…= 1 from Combinatorics of Circular Words and History of Practical Arithmetics. Mathematics Enthusiast, 21(2), 3–34. https://doi.org/10.54870/1551-3440.1614
Tatira, B. (2025). Undergraduate students’ understanding of the application of integral calculus in kinematics. Eurasia Journal of Mathematics, Science and Technology Education, 21(3), 1–13. https://doi.org/10.29333/ejmste/16049
Tatira, B., & Mukuka, A. (2024). Unpacking pre-service teachers’ conceptualization of logarithmic differentiation through the APOS theory. Eurasia Journal of Mathematics, Science and Technology Education, 20(12), 1–13. https://doi.org/10.29333/ejmste/15655
Trigueros, M., Martínez-Planell, R., & Borji, V. (2025). Relating the different derivatives in the development of the Geometric Differential Calculus Schema for two-variable functions. ZDM - International Journal on Mathematics Education, 57(1), 1357–1370. https://doi.org/10.1007/s11858-025-01728-6
Trigueros, M., & Oktaç, A. (2019). Task design in APOS theory; Conception de tâches dans la théorie APOE; Projeto de tarefas na teoría APOE; Diseño de tareas en la teoría APOE. Avances de Investigacion En Educacion Matematica, 15(1), 43–55. https://doi.org/10.35763/aiem.v0i15.256
Turmuzi, M., Suharta, I. G. P., Astawa, I. W. P., & Suparta, I. N. (2024). Meta-analysis of the effectiveness of ethnomathematics-based learning on student mathematical communication in Indonesia. International Journal of Evaluation and Research in Education (IJERE), 13(2), 903. https://doi.org/10.11591/ijere.v13i2.25475
Villabona, D., Oktaç, A., & Roa-Fuentes, S. (2024). Acting on totalities of infinite processes: constructing facets of an object conception. ZDM - International Journal on Mathematics Education, 56(7), 1375–1387. https://doi.org/10.1007/s11858-024-01631-6
DOI: https://doi.org/10.31764/jtam.v10i2.36568
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