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The Importance of Interpreting the Study Data in a Meaningful Way

The correlation coefficient measures the strength of association between two variables, or a single variable across time. There are many different ways to calculate the correlation coefficient depending on the distribution of the variables or the type of variable being analyzed. For example, the pearson correlation coefficient is calculated when the data are normal or the use of polychoric correlation to measure the strength of association between two ordinal variables.