The Impact of System Models on Systems Thinking in the Context of Climate Change in Elementary School

In the context of climate change, the implementation of education for sustainable development (ESD) is of particular importance in schools. Developing key competencies, such as systems thinking to understand complex relationships, is essential in teaching students how to solve sustainability-related problems through ESD. Previous research has shown that using system models in the classroom can foster systems thinking. This study investigated the effects of using alternative system models with varying visualization of temporal developments in developing different facets of systems thinking based on a heuristic structural competence model. Overall, 293 elementary school students were assigned to one of four groups (a qualitative system model without time representation vs. a qualitative system model with time representation vs. a quantitative system model with time representation vs. the control group) and participated in a five-lesson classroom intervention in pre-post-test design. The results showed a large effect of fostering systems thinking in all experimental groups compared to the control group. The qualitative system models led to higher learning gains than the quantitative system model, especially with system modeling and solving complex problems, which requires higher systems thinking skills. The results were interpreted by referring to situational interest in interacting with the respective system model.

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Publication Details

Journal
Systems
Published
2025-03-23
DOI
https://doi.org/10.3390/systems13040220
Citations
4
Primary Topic
Complex Systems and Decision Making
Type
article
Field-Weighted Citation Impact
8.43
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article

The Impact of System Models on Systems Thinking in the Context of Climate Change in Elementary School

Maik Beege, Simon Frey, Alexander Renkl, Werner Rieß
4 citations
Systems
Complex Systems and Decision Making
8.43
article

The Impact of System Models on Systems Thinking in the Context of Climate Change in Elementary School

Maik Beege, Simon Frey, Alexander Renkl, Werner Rieß
article en
4 citations

Abstract

In the context of climate change, the implementation of education for sustainable development (ESD) is of particular importance in schools. Developing key competencies, such as systems thinking to understand complex relationships, is essential in teaching students how to solve sustainability-related problems through ESD. Previous research has shown that using system models in the classroom can foster systems thinking. This study investigated the effects of using alternative system models with varying visualization of temporal developments in developing different facets of systems thinking based on a heuristic structural competence model. Overall, 293 elementary school students were assigned to one of four groups (a qualitative system model without time representation vs. a qualitative system model with time representation vs. a quantitative system model with time representation vs. the control group) and participated in a five-lesson classroom intervention in pre-post-test design. The results showed a large effect of fostering systems thinking in all experimental groups compared to the control group. The qualitative system models led to higher learning gains than the quantitative system model, especially with system modeling and solving complex problems, which requires higher systems thinking skills. The results were interpreted by referring to situational interest in interacting with the respective system model.

SystemsVol. 13(4)
University of Freiburg (DE), University of Education Freiburg (DE)
Openalex Percentile: Top 3%
Complex Systems and Decision Making
8.43
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The Impact of System Models on Systems Thinking in the Context of Climate Change in Elementary School — Maik Beege, Simon Frey, et al. · Systems (2025) | TGRS Research Map | TGRS