Positive discipline is a proactive approach to managing student behavior that emphasizes mutual respect, understanding, and support rather than punishment. It focuses on teaching children how to behave appropriately and encourages them to develop self-discipline through positive reinforcement and constructive feedback, ultimately fostering a supportive classroom environment.