‘Out into space?’–Engineering students’ understanding of the carbon cycle and challenges they face while solving atmospheric CO2 accumulation tasks
Journal article, 2026

This study examines the challenges faced by engineering students in understanding atmospheric CO2 accumulation, a key concept for climate literacy and sustainable engineering. Through qualitative analysis of task-based interviews with third-year engineering-mathematics students from a Swedish university, we identify and categorise cognitive, metacognitive, and affective challenges in conceptualising the carbon cycle and solving CO2 mass balance tasks. Our findings reveal difficulties in integrating formal mathematical training with real-world environmental issues, underscoring the importance of addressing these multidimensional challenges in engineering education. The study highlights the need for pedagogical strategies–for mathematical modelling and climate education–that not only impart cognitive knowledge but also foster metacognitive skills and address affective factors related to climate change and problem-solving. By integrating sustainability-themed real-world problems into curricula, this research advocates for a holistic educational approach, preparing engineers to effectively contribute to climate change mitigation and sustainability efforts.

mathematical modelling

misconceptions

Stock-flow failure

real-world problem solving

carbon cycle

Engineering Education

Author

Erik Sterner

University of Gothenburg

Ulrika Lundqvist

Chalmers, Space, Earth and Environment, Physical Resource Theory

Martin Persson

Chalmers, Space, Earth and Environment, Physical Resource Theory

Tom Adawi

Chalmers, Communication and Learning in Science, Engineering Education Research

European Journal of Engineering Education

0304-3797 (ISSN) 1469-5898 (eISSN)

Vol. 51 4 1077-1101

Subject Categories (SSIF 2025)

Other Social Sciences not elsewhere specified

Didactics

DOI

10.1080/03043797.2026.2701888

More information

Latest update

9/10/2026