Correlation or regression, that’s the question

There are different ways to quantify the relation between two or more continuous variables. Some researchers use correlation coefficients; others will apply regression methods such as linear regression. In this paper, we show that choice and is not purely a statistical one but largely depends on research aims. Importantly, should always inspect data before using either of methods.