An expert-informed pedagogical model for integrating systems thinking into sustainable chemistry teacher education

Abstract This paper presents a pedagogical model for integrating systems thinking (ST) into pre-service chemistry teacher education in the context of sustainable chemistry. The model was developed through a design-based research (DBR) project and combines conceptual preparation, expert-informed learning, and collaborative modelling. The central learning task is the System Model Assignment (SMA), in which students construct a System Model Concept Map of a contemporary, sustainability-related chemistry research topic, representing eight ST elements defined in the DBR project. The model is structured into three phases: a pre-assignment phase building the conceptual foundation, an assignment phase centred on the SMA, and a post-assignment phase consolidating learning through presentations and peer assessment. This article presents the revised version of the model in a form in which it can be adopted, with practical guidance for teachers; its revised elements have not yet been tested in practice. Supporting materials include detailed session guidance and assignment instructions. The article also presents a preliminary assessment rubric for the SMA and discusses how the model can be adapted for upper and lower secondary education.

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Publication Details

Journal
Chemistry Teacher International
Published
2026-09-24
DOI
https://doi.org/10.1515/cti-2026-0045
Primary Topic
Chemistry and Chemical Engineering
Type
article
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An expert-informed pedagogical model for integrating systems thinking into sustainable chemistry teacher education

Maija Katariina Aksela, Emmi Vuorio, Johannes Pernaa
Chemistry Teacher International
Chemistry and Chemical Engineering
article

An expert-informed pedagogical model for integrating systems thinking into sustainable chemistry teacher education

Maija Katariina Aksela, Emmi Vuorio, Johannes Pernaa
article en

Abstract

Abstract This paper presents a pedagogical model for integrating systems thinking (ST) into pre-service chemistry teacher education in the context of sustainable chemistry. The model was developed through a design-based research (DBR) project and combines conceptual preparation, expert-informed learning, and collaborative modelling. The central learning task is the System Model Assignment (SMA), in which students construct a System Model Concept Map of a contemporary, sustainability-related chemistry research topic, representing eight ST elements defined in the DBR project. The model is structured into three phases: a pre-assignment phase building the conceptual foundation, an assignment phase centred on the SMA, and a post-assignment phase consolidating learning through presentations and peer assessment. This article presents the revised version of the model in a form in which it can be adopted, with practical guidance for teachers; its revised elements have not yet been tested in practice. Supporting materials include detailed session guidance and assignment instructions. The article also presents a preliminary assessment rubric for the SMA and discusses how the model can be adapted for upper and lower secondary education.

Chemistry Teacher International
University of Helsinki (FI), University of Ljubljana (SI)
Quality Education
Openalex Percentile: Top 19%
Chemistry and Chemical Engineering
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An expert-informed pedagogical model for integrating systems thinking into sustainable chemistry teacher education — Maija Katariina Aksela, Emmi Vuorio, et al. · Chemistry Teacher International (2026) | TGRS Research Map | TGRS