PPT Slide
A - indicates that as one set of measures increases the other set decreases. This is known as a negative correlation.
Correlation does not imply causation. When one measure varies in a particular direction, the other measure is likely to vary in a similar direction.
It is important to understand the interpretation of correlation coefficients because they are used to determine test reliability and validity.