Principal Component Analysis - How to interpret PCA results?

To understand principal component analysis (PCA) findings, one must look at the original variable coefficients for each PC. In determining the component, a larger absolute value of the coefficient indicates that the associated variable is more important. This clarifies how each variable is related to the others.