TY - JOUR
T1 - Assessing Systems Thinking Skills in Mathematics
T2 - Development and Application of an Operational Framework
AU - Wang, Ting Ying
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025
Y1 - 2025
N2 - 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.
AB - 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.
KW - Assessment framework
KW - Assessment tool
KW - Mathematical literacy
KW - Systems thinking skills
UR - https://www.scopus.com/pages/publications/105009438642
UR - https://www.scopus.com/pages/publications/105009438642#tab=citedBy
U2 - 10.1007/s10763-025-10592-5
DO - 10.1007/s10763-025-10592-5
M3 - Article
AN - SCOPUS:105009438642
SN - 1571-0068
JO - International Journal of Science and Mathematics Education
JF - International Journal of Science and Mathematics Education
ER -