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Nyhout, Angela; Sweatman, Hilary; Ganea, Patricia A. – Child Development, 2023
Children's hypothetical reasoning about a complex and dynamic causal system was investigated. Predominantly White, middle-class 5- to 7-year-old children from the Greater Toronto Area learned about novel food chains and were asked to consider the effects of removing one species on the others. In Study 1 (N = 72; 36 females, 36 males; 2018),…
Descriptors: Childrens Attitudes, Thinking Skills, Causal Models, Systems Approach
Greenhalgh, Joanne; Manzano, Ana – International Journal of Social Research Methodology, 2022
Context is a key concept in developing realist causal explanations but its conceptualisation has received comparatively less attention. We conducted a review to explore how context is conceptualised within realist reviews and evaluations. We purposively selected 40 studies to examine: How is context defined? And how is context operationalised in…
Descriptors: Context Effect, Realism, Causal Models, Definitions
Khajeloo, Mojtaba; Siegel, Marcelle A. – Instructional Science: An International Journal of the Learning Sciences, 2022
Concept map (CM) is introduced as a useful tool for studying students' system thinking (ST). However, it is more known to represent students' knowledge of system components and organization and less recognized as a tool to examine and enhance students' understanding about the underlying causal mechanisms in complex systems. In this study, through…
Descriptors: Concept Mapping, Thinking Skills, Systems Approach, Undergraduate Students
Wellmanns, Andrea; Schmiemann, Philipp – Journal of Biological Education, 2022
Feedback loop reasoning is an essential part of systems thinking, which includes the analysis and description of system behaviour and regulative measures. In feedback loops, every change can simultaneously represent a cause and an effect. Research on reasoning in feedback loops is limited to investigating students' existing mental models. This…
Descriptors: Feedback (Response), Science Instruction, Visual Aids, Physiology
Cox, Marjolein; Elen, Jan; Steegen, An – International Research in Geographical and Environmental Education, 2020
Several challenges faced by humanity, such as the world food problem, migration flows or climate change, are all taught about in geography courses worldwide. Behind these challenges are complex systems consisting of several interrelated causes and consequences. In order to better understand these highly complex geographical systems, a systems…
Descriptors: Geography Instruction, Systems Approach, Thinking Skills, Spatial Ability
Elsawah, Sondoss; Ho, Allen Tim Luen; Ryan, Michael J. – INFORMS Transactions on Education, 2022
Systems thinking is recognized as an essential skill for understanding complex problem solving and decision making associated with many of the contemporary issues faced by individuals and communities. In this article, our goal is to contribute to the knowledge of curriculum and pedagogy of formal systems thinking teaching in higher education. We…
Descriptors: Systems Approach, Higher Education, Thinking Skills, Concept Formation
Cox, Marjolein; Elen, Jan; Steegen, An – Journal of Geography, 2019
Increasing interconnectedness of people and goods enhances the complexity of geographical problems. For students to understand geography, systems thinking--and in this context, the use of causal diagrams--is a promising approach. A quasi-experimental design is used in which the systems thinking ability of students working with causal diagrams is…
Descriptors: Causal Models, Concept Mapping, Visual Aids, Systems Approach
Shaked, Haim; Schechter, Chen – Journal of School Leadership, 2016
Systems thinking, a framework for seeing the whole, is an effective means of dealing with real-world problems. This study explored the sources of systems thinking in school leadership. Qualitative data were collected via 82 semistructured interviews and 6 focus groups, among pre-service principals, novice principals and experienced principals.…
Descriptors: Foreign Countries, Principals, Instructional Leadership, Systems Approach
Jensen, Eva – European Journal of Engineering Education, 2014
If students really understand the systems they study, they would be able to tell how changes in the system would affect a result. This demands that the students understand the mechanisms that drive its behaviour. The study investigates potential merits of learning how to explicitly model the causal structure of systems. The approach and…
Descriptors: Engineering Education, Causal Models, Systems Approach, College Students