Investigating Systems Modelling Processes in Collaborative Mystery Tasks: A Video-Based Study in Geography Education
Published 2026-09-08
Keywords
- systems thinking,
- systems competence,
- concept mapping,
- collaborative learning,
- learning process analysis
- video-based research,
- content analysis,
- geography education ...More
How to Cite
Copyright (c) 2026 Jennifer Meister, Natalie Bienert, Annabelle Koch, Rainer Mehren

This work is licensed under a Creative Commons Attribution 4.0 International License.
Accepted 2026-08-09
Published 2026-09-08
Abstract
Developing students’ systems competence is a central goal of geography education, as it enables them to recognise, describe, and model complex human-environment systems. Previous research has mainly focused on the products of systemic reasoning, such as the quality of students’ concept maps, whereas the underlying processes through which systems competence develops have remained largely unexplored. This paper therefore takes a process-oriented perspective to analyse how students with high and low levels of systems competence engage in collaborative systems modelling. The data are based on video recordings of eight student groups working on a mystery-based geography task. Using qualitative content analysis, five interrelated dimensions of systemic reasoning were derived: information processing, concept and connection formation, dealing with advanced systemic features, collaborative dynamics, and metacognitive strategies. The results reveal clear differences between high- and low-performing groups. High-performing groups demonstrate strategic information management, causal reasoning, and metacognitive monitoring, while low-performing groups show fragmented processing and linear reasoning. These findings highlight that systemic reasoning in geography is not only a cognitive activity, but also a communicative and metacognitive process. The study provides insights into the dynamic development of systems competence and offers implications for teaching, diagnostic assessment, and further research in geography education.
Highlights:
- Introduces a process-oriented, variance-maximising approach to systems modelling
- Identifies five interrelated dimensions of collaborative systems modelling
- High-performing groups show strategic information management and metacognitive regulation
- Low-performing groups display fragmented processing and linear reasoning
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References
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