Improving Clinicians’ Digital and Artificial Intelligence-Related Competence Within Healthcare Organizations in the United States: A Strategic Framework

The integration of digital and AI technologies into clinical practice requires systematic approaches to clinician development. By implementing multi-level training, fostering digital-based leadership, and establishing appropriate performance evaluation metrics, healthcare systems can better prepare their workforce for responsible technology adoption. This paper provides actionable strategies that healthcare organizations can adapt to their specific contexts to maximize the potential benefits of digital innovations in patient care.