Interpreting z scores involves understanding their magnitude and direction: A z score of 0 indicates that the value is exactly at the mean. Positive z scores indicate values above the mean, while negative z scores indicate values below the mean. Generally, a z score above 2 or below -2 is considered significant, suggesting that the value is an outlier.