Exploring Non-Mathematics Students’ Reasoning in Solving Function Continuity Problems in Calculus Courses

Sri Suryanti, Clinton Chidibere Anyanmwu

Abstract


Understanding the concept of function continuity is one of the main conceptual challenges for non-mathematics students in learning calculus, as they tend to rely on algorithmic procedures rather than reasoning conceptually. This study aims to explore and compare the types of mathematical reasoning used by non-mathematics students in solving function continuity problems in basic calculus courses, using Lithner's reasoning framework. Using qualitative descriptive, this study compares two first-year calculus classes from two non-mathematics study programs using Lithner's framework. The research instruments comprised three written assignments on function continuity, developed according to the categories of Imitative Reasoning (IR) and Creative Reasoning (CR), in addition to task-based interviews (think-aloud) conducted to investigate students' cognitive processes. Data were analyzed by categorizing mathematical reasoning into Memorized Reasoning (MR), Algorithmic Reasoning (AR), Local Creative Reasoning (LCR), and Global Creative Reasoning (GCR), accompanied by an inter-rater reliability assessment. The results indicate differences in reasoning patterns between engineering and general education students, especially regarding their propensity to employ imitative reasoning (IR) or creative reasoning (CR) when confronted with continuity-of-function problems. These results offer a significant critique of the utilization of Lithner's framework in the analysis of calculus tasks especially the continuity of functions and propose minor adjustments to enhance the categorization of reasoning, making it more suitable for non-mathematics students.

Keywords


Mathematical reasoning; Non-mathematics students; Continuity of functions; Lithner framework; Calculus.

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References


Bergqvist, E. (2007). Types of reasoning required in university exams in mathematics. The Journal of Mathematical Behavior, 26(4), 348–370. https://doi.org/https://10.1016/j.jmathb.2007.11.001

Bergwall, A., & Hemmi, K. (2017). The state of proof in Finnish and Swedish mathematics textbooks—Capturing differences in approaches to upper-secondary integral calculus. Mathematical Thinking and Learning, 19(1), 1–18. https://doi.org/https://doi.org/10.1080/10986065.2017.1258615

Biza, I., González-Martín, A. S., & Pinto, A. (2022). ‘Scaffolding’or ‘filtering’: a review of studies on the diverse roles of calculus courses for students, professionals and teachers. International Journal of Research in Undergraduate Mathematics Education, 8(2), 389–418. https://doi.org/https://10.1007/s40753-022-00180-1

Cardetti, F., & LeMay, S. (2019). Argumentation: Building students’ capacity for reasoning essential to learning mathematics and sciences. Primus, 29(8), 775–798. https://doi.org/https://doi.org/10.1080/10511970.2018.1482581

Clarke, D., & Roche, A. (2018). Using contextualized tasks to engage students in meaningful and worthwhile mathematics learning. The Journal of Mathematical Behavior, 51, 95–108. https://doi.org/https://doi.org/10.1016/j.jmathb.2017.11.006

El Turkey, H., Karakok, G., Cilli-Turner, E., Satyam, V. R., Savić, M., & Tang, G. (2024). A Framework to Design Creativity-Fostering Mathematical Tasks. International Journal of Science and Mathematics Education, 22(8), 1761–1782. https://doi.org/10.1007/s10763-024-10449-3

Ellis, J., Hanson, K., Nuñez, G., & Rasmussen, C. (2015). Beyond plug and chug: An analysis of calculus I homework. International Journal of Research in Undergraduate Mathematics Education, 1(2), 268–287. https://doi.org/https://doi.org/10.1007/s40753-015-0007-x

El-Sabagh, H. A. (2021). Adaptive e-learning environment based on learning styles and its impact on development students’ engagement. International Journal of Educational Technology in Higher Education, 18(1), 53. https://doi.org/https://doi.org/10.1186/s41239-021-00289-4

Gehrtz, J., Hagman, J. E., & Barron, V. (2024). Engagement with student written work as an instantiation of and proxy for how college calculus instructors engage with student thinking. The Journal of Mathematical Behavior, 76, 101187. https://doi.org/10.1016/j.jmathb.2024.101187

Gíslason, I. (2024). Interactions and tensions between mathematical discourses and schoolwork discourses when solving dynamic geometry tasks: what is internally persuasive for students? Research in Mathematics Education, 26(3), 494–520. https://doi.org/https://10.1080/14794802.2023.2177882

Hwang, J., & Ham, Y. (2021). Relationship between mathematical literacy and opportunity to learn with different types of mathematical tasks. Journal on Mathematics Education, 12(2), 199–222. https://doi.org/https://doi.org/10.22342/jme.12.2.13625.199-222

Jonsson, B., Norqvist, M., Liljekvist, Y., & Lithner, J. (2014). Learning mathematics through algorithmic and creative reasoning. The Journal of Mathematical Behavior, 36, 20–32. https://doi.org/https://doi.org/10.1016/j.jmathb.2014.08.003

Jukic Matic, L. (2015). Non-Mathematics Students’ Reasoning in Calculus Tasks. International Journal of Research in Education and Science, 1(1), 51–63. https://doi.org/https://doi.org/10.21890/ijres.11418

Lithner, J. (2008). A research framework for creative and imitative reasoning. Educational Studies in Mathematics, 67(3), 255–276. https://doi.org/https://doi.org/10.1007/s10649-007-9104-2

Lithner, J. (2017). Principles for designing mathematical tasks that enhance imitative and creative reasoning. Zdm, 49(6), 937–949. https://doi.org/https://doi.org/10.1007/s11858-017-0867-3

Mac an Bhaird, C., Nolan, B. C., O’Shea, A., & Pfeiffer, K. (2017). A study of creative reasoning opportunities in assessments in undergraduate calculus courses. Research in Mathematics Education, 19(2), 147–162. https://doi.org/https://doi.org/10.1080/14794802.2017.1318084

Mkhatshwa, T. P. (2025). An examination of calculus students’ quantitative and covariational reasoning in the context of differentials. Teaching Mathematics and Its Applications: An International Journal of the IMA, 44(4), 287. https://doi.org/https://doi.org/10.1093/teamat/hraf003

Norqvist, M. (2018). The effect of explanations on mathematical reasoning tasks. International Journal of Mathematical Education in Science and Technology, 49(1), 15–30. https://doi.org/https://doi.org/10.1080/0020739X.2017.1340679

Peng, J., Sun, M., Yuan, B., Lim, C. P., van Merriënboer, J. J. G., & Wang, M. (2024). Visible thinking to support online project-based learning: Narrowing the achievement gap between high- and low-achieving students. Education and Information Technologies, 29(2), 2329–2363. https://doi.org/10.1007/s10639-023-11896-1

Pepin, B., Biehler, R., & Gueudet, G. (2021). Mathematics in engineering education: A review of the recent literature with a view towards innovative practices. International Journal of Research in Undergraduate Mathematics Education, 7(2), 163–188. https://doi.org/https://doi.org/10.1007/s40753-021-00139-8

Radmehr, F., & Drake, M. (2017). Exploring students’ mathematical performance, metacognitive experiences and skills in relation to fundamental theorem of calculus. International Journal of Mathematical Education in Science and Technology, 48(7), 1043–1071. https://doi.org/10.1080/0020739X.2017.1305129

Renninger, K. A., Gantt, A. L., & Lipman, D. A. (2023). Comprehension of argumentation in mathematical text: what is the role of interest? ZDM – Mathematics Education, 55(2), 371–384. https://doi.org/10.1007/s11858-022-01445-4

Rittle-Johnson, B., & Siegler, R. S. (2021). The relation between conceptual and procedural knowledge in learning mathematics: A review. In The Development of Mathematical Skills (pp. 75–110). Psychology Press. https://doi.org/10.4324/9781315784755-6

Russo, J., & Hopkins, S. (2017). Student reflections on learning with challenging tasks: ‘I think the worksheets were just for practice, and the challenges were for maths.’ Mathematics Education Research Journal, 29(3), 283–311. https://doi.org/10.1007/s13394-017-0197-3

Spencer-Tyree, B., Bowen, B. D., & Olaguro, M. (2024). The Impact of Computational Labs on Conceptual and Contextual Understanding in a Business Calculus Course. International Journal of Research in Undergraduate Mathematics Education. https://doi.org/10.1007/s40753-024-00255-1

Suryanti, S., Nusantara, T., Parta, I. N., & Irawati, S. (2022). Problem-based task in teacher training program: Mathematics teachers’ beliefs and practices. Journal on Mathematics Education, 13(2), 257–274. https://doi.org/10.22342/jme.v13i2.pp257-274

Suryanti, S., Nusantara, T., Subanji, S., & Wijaya, A. P. (2024). How to engage students in online mathematics learning through problem-based tasks: Students’ perspective. 020034. https://doi.org/10.1063/5.0225603

Swanson, H., & Collins, A. (2018). How failure is productive in the creative process: Refining student explanations through theory-building discussion. Thinking Skills and Creativity, 30, 54–63. https://doi.org/10.1016/j.tsc.2018.03.005

Tallman, M. A., Carlson, M. P., Bressoud, D. M., & Pearson, M. (2016). A Characterization of Calculus I Final Exams in U.S. Colleges and Universities. International Journal of Research in Undergraduate Mathematics Education, 2(1), 105–133. https://doi.org/10.1007/s40753-015-0023-9

Wang, M., Mohd Matore, M. E. E., & Rosli, R. (2025). A systematic literature review on analytical thinking development in mathematics education: trends across time and countries. Frontiers in Psychology, 16. https://doi.org/10.3389/fpsyg.2025.1523836

Wijaya, A., van den Heuvel-Panhuizen, M., & Doorman, M. (2015). Opportunity-to-learn context-based tasks provided by mathematics textbooks. Educational Studies in Mathematics, 89(1), 41–65. https://doi.org/10.1007/s10649-015-9595-1

Yu, F. (2024). Extending the covariation framework: Connecting covariational reasoning to students’ interpretation of rate of change. The Journal of Mathematical Behavior, 73, 101122. https://doi.org/10.1016/j.jmathb.2023.101122




DOI: https://doi.org/10.31764/jtam.v10i2.36864

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