Tag: nurse-fairness

Nurses at small hospitals are right to ask whether an AI-generated schedule is fair before accepting it. This guide explains exactly what an AI scheduling system optimizes for, what it cannot judge, and how a nurse manager at a 25-bed CAH can audit a generated schedule before posting it.

Self-scheduling sounds fair until day shifts fill in the first hour and no one has touched nights or weekends. At a 25-bed Critical Access Hospital, that imbalance compounds every cycle. This guide explains why self-scheduling breaks down at CAH scale and what structural fixes actually hold.