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David Byrne – International Journal of Social Research Methodology, 2024
Conventional approaches to causation in the social sciences draw on approaches in the Philosophy of Science in which a causal force acts on cases and generates change in the form of events. This relies on just one of the Aristotelian conceptions of cause - efficient cause - what brings the effect in to being. We should also pay attention to Final…
Descriptors: Personal Autonomy, Social Sciences, Causal Models, Social Change
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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
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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
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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
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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
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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