Pearson Correlation Coefficient The value of r can range from -1 to +1, with 0 meaning there is no correlation. A value of -1 means there is a perfect negative or inverse correlation between X and Y.

Positive correlation is needed because items measure a common entity. You exclude negatively correlated items from the analysis because ... an acceptable reliability coefficient. This is greater than ...