The evolving role of nurses in modern healthcare emphasizes the mastery of advanced physical examination skills, which are fundamental to clinical competence and patient safety. Despite their critical importance, acquiring and maintaining these skills remains a significant challenge in nursing education. Quality hands-on clinical experience is essential for developing proficiency; however, factors such as increased student enrollment, limited availability of educators, and constrained clinical placements pose barriers to effective skill acquisition. These challenges contribute to a gap between theoretical learning and practical application, limiting students’ ability to identify key patient indicators and perform vital care tasks. This study highlights the urgent need to overcome these educational obstacles by expanding clinical training opportunities, improving teaching methodologies, and providing adequate support for both educators and students. Closing the gap between classroom knowledge and clinical practice is essential for preparing competent nurses who can deliver safe, high-quality care across various healthcare environments.