Abstract
This study aimed to investigate the impact of an argumentation instructional approach on high school students' understanding and performance in probability in Zimbabwe. A sample of 120 students was randomly assigned to experimental and control groups, with the experimental group receiving argumentation-based instruction while the control group followed traditional teaching methods. Both groups completed standardized pre-tests and post-tests, with results analysed using t-tests and ANCOVA. Findings indicated a significant improvement in the experimental group's performance. The study concluded that the argumentation approach positively influenced students' understanding and achievement in probability. However, limitations included the study's focus on a single school and a short intervention duration, suggesting future research should encompass multiple schools and longitudinal designs. The findings have implications for mathematics education policy and curriculum development in Zimbabwe and similar contexts.
References
Batanero, C., & Álvarez-Arroyo, J. (2023). Teaching probability: A review of research and implications for practice. Educational Studies in Mathematics, 112(1), 1-20.
Batanero, C., Chernoff, E. J., Engel, J., Lee, H. S., & Sánchez, E. (2016). Research on teaching and learning probability. Springer.
Batanero, C., & Sanchez, E. (2005). What is the nature of high school students’ conceptions and misconceptions about probability? In G. A. Jones (Ed.), Exploring probability in school: Challenges for teaching and learning (pp. 241-266). Springer.
Brown, T. (2017). The role of argumentation in mathematics education: A review of the literature. Educational Studies in Mathematics, 94(2), 123-140.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Lawrence Erlbaum Associates.
Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). Sage Publications.
Dede, Y. (2018). Argumentation in mathematics education: A review of the literature. Educational Studies in Mathematics, 98(3), 1-21.
Erduran, S., & Jimenez-Aleixandre, J. (2012). Argumentation in science education research: Perspectives from Europe.
Erduran, S., Simon, S., & Osborne, J. (2015). TAPping into argumentation: Developing a framework for teaching and assessing argumentation in science education. Journal of Research in Science Teaching, 52(3), 348-372.
Field, A. (2013). Discovering statistics using IBM SPSS statistics. Sage.
Garfield, J., & Ahlgren, A. (1988). Difficulties in learning basic concepts in probability and statistics: Implications for teaching. Journal of Statistics Education, 16(1), 1-12.
Garfield, J., & Ben-Zvi, D. (2014). Developing students’ statistical reasoning: Connecting research and teaching practice. Springer.
Gold, B. (1999). Social constructivism as a philosophy of mathematics. The American Mathematical Monthly, 106(4), 373–380.
Inglis, M., Mejia-Ramos, J. P., & Simpson, A. (2007). Modelling mathematical argumentation: The importance of qualification. Educational Studies in Mathematics, 66(1), 3-21.
Iqbal, M., & Akbar, R. (2021). The impact of argumentation on students’ learning outcomes in mathematics. Journal of Educational Research and Practice, 11(1), 45-59.
Koçoğlu, A., & Kanadlı, S. (2024). Effect of argumentation-based instruction on student achievement: A mixed-research synthesis. Asia Pacific Education Review.
Krummheuer, G. (2007). Argumentation and participation in the primary mathematics classroom: Two episodes and related theoretical abductions. The Journal of Mathematical Behavior, 26(1), 60-82.
Kuhn, D. (2010). Teaching and learning argumentation. Educational Psychologist, 45(3), 203-218.
Mercier, H., & Sperber, D. (2017). The enigma of reason. Harvard University Press.
Mereku, D. K., & Mereku, K. (2015). The role of argumentation in mathematics education: A case study of Ghana. International Journal of Research in Education and Science, 1(1), 1-10.
Mohammed, A. (2020). Argumentation in mathematics education: A systematic review. International Journal of Mathematics Education in Science and Technology, 51(6), 1-20.
Nsengimana, T., Mugabo, L., Ozawa, H., & Nkundabakura, P. (2021). Science competence-based curriculum implementation in Rwanda: A multiple case study of the relationship between a school’s profile of implementation and its capacity to innovate. African Journal of Research in Mathematics, Science and Technology Education, 25(4), 1-14.
Ogunniyi, M. B., & Hewson, P. W. (2008). Effect of an argumentation-based course on teachers’ disposition towards a science-indigenous knowledge curriculum. International Journal of Environmental and Science Education, 3(4), 159-177.
Olbrechts-Tyteca, L. (1969). The new rhetoric: A treatise on argumentation. University of Notre Dame Press.
Ong-Dean, C., Hofstetter, C., & Strick, B. (2010). Challenges and dilemmas in implementing random assignment in educational research. American Journal of Evaluation, 32(1), 29-49.
Osborne, J. (2010). Arguing to learn in science: The role of collaborative, critical discourse. Science, 328(5977), 463-466.
Pallant, J. (2013). SPSS survival manual: A step by step guide to data analysis using SPSS program (6th ed.). McGraw-Hill Education.
Serin, H. (2023). Teaching mathematics: Strategies for improved. International Journal of Social Sciences and Educational Studies Mathematical, 10(3), 146.
Shadish, W., Galindo, R., Wong, V., Steiner, P., & Cook, T. (2011). A randomized experiment comparing random and cutoff-based assignment. Psychological Methods, 16(2), 179-191.
Stylianides, A. J., & Stylianides, G. J. (2017). Research-based interventions in the area of proof: The past, the present, and the future. Educational Studies in Mathematics, 94(1), 1-18.
Stylianides, A. J., Bieda, K. N., & Morselli, F. (2016). Proof and argumentation in mathematics education research.
Toulmin, S. E. (1958). The uses of argument. Cambridge University Press.
Troyer, M. (2022). The gold standard for whom? Schools’ experiences participating in a randomised controlled trial. Journal of Research in Reading, 45(3), 406-424.
Van Eemeren, F. H., & Grootendorst, R. (2004). A systematic theory of argumentation: The pragma-dialectical approach. Cambridge University Press.
von Glasersfeld, E. (1995). Radical constructivism: A way of knowing and learning. Falmer Press.
Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.
Walidah, S. (2021). The effectiveness of argumentation-based learning in mathematics education. Journal of Mathematics Education, 14(2), 123-135.
Yackel, E., & Cobb, P. (1996). Socio-mathematical norms, argumentation, and the development of students’ mathematical understanding. Journal for Research in Mathematics Education, 27(4), 458-477.
Zarefsky, D. (2014). Rhetorical perspectives on argumentation: Selected essays. Springer.
Zorba, M. G. (2023). Undergraduate students’ writer’s block in English as an academic language: Causes, coping strategies, needs. Journal of Bayburt Education Faculty, 18(39), 1024-1046.

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