Query volume and documentation accuracy are supposed to move together. At one West Virginia University Health System hospital, they moved in opposite directions: hospitalist queries fell 30% in 2025 compared with 2024, while severity capture improved.
That happened because WVU Medicine changed where documentation accuracy originates. Instead of correcting charts one at a time, the system set a single severity documentation standard for its entire physician population, built on agreed clinical thresholds for the conditions that drive severity.
Clinical documentation integrity teams did not disappear. They moved from primary driver to safety net, with queries reserved for exceptions.
The whitepaper documents the model and the results, including data from two additional WVU Medicine hospitals.
Learnings include:
- Why variation in clinical thresholds, not chart-level error, is the root cause of severity gaps
- The four moves that operationalized the shift across a multi-hospital academic system
- How query volume fell while severity capture held or improved
- Which high-impact conditions to prioritize, from malnutrition to acute respiratory failure