Fig. 2

Comparison of the current and optimized communication pathways in the administrative chief duty system. The current model (upper panel) is constrained by bottlenecks—delayed communication, reliance on manual record-keeping, and limited cross-disciplinary training. The optimized model (lower panel) integrates digital documentation, automated notification, and centralized coordination, enhancing responsiveness and reducing patient safety risks.