Nurses can combat misconceptions by engaging in public education and advocacy. They can participate in community health events, speak at schools, and use social media platforms to share accurate information about their roles and responsibilities. Professional organizations also play a crucial role in promoting the nursing profession through campaigns and public service announcements.