I am trying to understand which test correlate better for a certain variable.
I scored a set of patients undergoing surgery with RENAL and PADUA scores and now I am trying to figure out which of these two tests correlate better with the post operative results such as Ischeamic Time, Bleeding and etc.
In order to do so I ran Spearman's Rank-Order Correlation for each of them
RENAL score -- Bleeding
PADUA score -- Bleeding
etc etc for all the variables that I considered reasonable.
Both Tests proved to have very low correlation (0.224 / 0.194) but statistically significant.
However, I am not completely sure that the test I run is actually the more effective for my Purpose.
Does anybody have a suggestion ?