Question

A negative z score always indicates that the raw score is below the mean?

Answer 1

Positive and Negative Z-Scores. Some z-scores will be positive whereas others will be negative. If a z-score is positive, its' corresponding raw score is above (greater than) the mean. If a z-score is negative, its' corresponding raw score is below (less than) the mean.