Uncertainty Reduction Theory posits that people are motivated to reduce uncertainty about others by gaining information about them, primarily through communication, to predict their behavior and form relationships. This theory is crucial in the initial stages of interpersonal interactions, where reducing uncertainty is key to developing trust and intimacy.