Common challenges in clinical practice include managing patient expectations, staying updated with medical advancements, time constraints, ensuring patient safety, dealing with administrative tasks, and maintaining work-life balance. Additionally, healthcare providers may face emotional stress and resource limitations, impacting the quality of care.