One difference is that a directional hypothesis predicts the specific direction of the effect, whereas a non-directional hypothesis only predicts that an effect exists, without stating the direction. For example, “people who sleep well perform better on tests” (directional) vs. ”people who sleep well perform differently on tests” (non-directional)
