The phrase 'on the other hand' is used as a transition to introduce a contrasting idea or perspective in writing and speech. It helps to present an alternative viewpoint, allowing the writer or speaker to show a balance between opposing arguments or statements, thereby enhancing coherence and clarity in communication.