Assessing Systems Thinking Skills in Mathematics: Development and Application of an Operational Framework

Systems thinking skills are crucial for tackling the complex problems of the twenty-first century; however, very few studies have explored these skills in the context of mathematics. This study aimed to address this gap by: (1) developing an operational framework for assessing systems thinking skills in mathematics, and (2) exploring the feasibility of using this framework to assess students’ systems thinking skills. The developed operational framework, which was created by extracting key concepts from other disciplines through a comprehensive literature review and synthesizing these ideas for application in mathematics, comprises three subskills: the ability to identify or construct multiple relevant elements, recognize or construct relationships, and analyze or construct a system. The items and coding rubrics developed based on this framework were applied to 357 junior high students, successfully distinguishing different levels of systems thinking skills among students and identifying various student profiles.

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Publication Details

Journal
International Journal of Science and Mathematics Education
Published
2025-06-30
DOI
https://doi.org/10.1007/s10763-025-10592-5
Citations
2
Primary Topic
Complex Systems and Decision Making
Type
article
Field-Weighted Citation Impact
4.21

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article

Assessing Systems Thinking Skills in Mathematics: Development and Application of an Operational Framework

Ting-Ying Wang
2 citations
International Journal of Science and Mathematics Education
Complex Systems and Decision Making
4.21
article

Assessing Systems Thinking Skills in Mathematics: Development and Application of an Operational Framework

Ting-Ying Wang
article en
2 citations

Abstract

Systems thinking skills are crucial for tackling the complex problems of the twenty-first century; however, very few studies have explored these skills in the context of mathematics. This study aimed to address this gap by: (1) developing an operational framework for assessing systems thinking skills in mathematics, and (2) exploring the feasibility of using this framework to assess students’ systems thinking skills. The developed operational framework, which was created by extracting key concepts from other disciplines through a comprehensive literature review and synthesizing these ideas for application in mathematics, comprises three subskills: the ability to identify or construct multiple relevant elements, recognize or construct relationships, and analyze or construct a system. The items and coding rubrics developed based on this framework were applied to 357 junior high students, successfully distinguishing different levels of systems thinking skills among students and identifying various student profiles.

International Journal of Science and Mathematics EducationVol. 23(8)
National Taiwan Normal University (TW)
National Taiwan Normal University
Quality Education
Openalex Percentile: Top 6%
Complex Systems and Decision Making
4.21
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