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Causal Inferences for Data in Single-Case Design Research across Multilevel Contexts

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Mikyung Shin; Jiyeon Park – Society for Research on Educational Effectiveness, 2025

Background: A single-case design focuses on individual performance and measures the causal relationships between variables (Kazdin, 2019). This experimental design enables researchers to measure the learning behaviors of individual participants over time across phases and assess the effectiveness of an instructional strategy in improving or…

Descriptors: Causal Models, Statistical Inference, Statistical Data, Research Design