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This is a useful test to perform when you want to see the relationship between two or more normally distributed interval variables.
– Keep the default settings- Pearson is for interval or ratio data
Spearman is for dichotomous
– The significance of a correlation coefficient is not a determination of the strength of the relationship. Significance means, as always, that the observed value most likely did not occur by chance