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Correlation vs Causation: Association, Explanation, and Research Design
In quantitative research, relationships between variables are frequently observed and reported. However, identifying a relationship is not the same as establishing causation. The distinction between correlation and causation determines the strength of the claims researchers are justified in making. Clarifying this distinction requires examining what correlation shows, what causation requires, and how research design shapes…