Original Research

An Action–Process–Object–Schema study on first-year undergraduate students solving related rates problems

Fitzgerald Abakah, Deonarain Brijlall, Pholoho Morojele
Pythagoras | Vol 47, No 1 | a872 | DOI: https://doi.org/10.4102/pythagoras.v47i1.872 | © 2026 Fitzgerald Abakah, Deonarain Brijlall, Pholoho Morojele | This work is licensed under CC Attribution 4.0
Submitted: 03 November 2025 | Published: 02 October 2026

About the author(s)

Fitzgerald Abakah, Department of Education, Faculty of Arts and Design, Durban University of Technology, Durban, South Africa
Deonarain Brijlall, Department of Mathematics, Faculty of Applied Sciences, Durban University of Technology, Durban, South Africa
Pholoho Morojele, Department of Education, Faculty of Arts and Design, Durban University of Technology, Durban, South Africa

Abstract

This qualitative case study investigated first-year undergraduate students’ challenges with calculus and how those challenges can be addressed with a focus on related rates problems. This study was undertaken at a University of Technology in South Africa, involving two groups: control (n = 145) and experimental (n = 136). In the control group lessons were conducted via the traditional approach. Lessons were conducted in a collaborative classroom setting for the experimental group during which participants’ muddiest points at the end of each lesson were investigated and analysed using thematic content analysis. Action–Process–Object–Schema (APOS) theory was applied as theoretical framework. Newman’s error analysis model and APOS theory were employed as data analysis tools in identifying students’ challenges. Whereas the former was applied in identifying students’ problem-solving challenges, the latter was utilised to monitor and assess students’ mental constructions when solving related rates problems. Group activities, classroom observations and a standardised test were modes for data collection. The researchers established from this study that: (1) participants who encountered comprehension error and transformation error were unable to operate at the Action level; and (2) finding participants’ muddiest points at the end of each lesson is an appropriate intervention strategy for uncovering students’ challenges in solving related rates problems. The researchers, therefore, recommend finding participants’ muddiest points at the end of related rates lessons to identify, address and minimise students’ challenges.
Contribution: This study offers practical insights into formative assessment for improving conceptual understanding in undergraduate calculus.


Keywords

APOS theory; Challenges; Learning difficulties; Muddiest point; Related rates problems

Sustainable Development Goal

Goal 4: Quality education

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