Anomaly Report — HUNTSVILLE HOSPITAL
4 anomalies, 2 high severity
🛡️ Public data only — no PHI permitted on this instance.
4
Anomalies Detected
2
High Severity
Data Anomalies
Metrics that deviate significantly from HCRIS benchmarks. High severity (>3σ) may indicate data quality issues or genuine outliers.
| Metric | Value | Expected | Z-Score | Severity |
|---|---|---|---|---|
| Clean Claim Rate | 0.98 | 90.00 | -17.8σ | high |
| Bed Count | 904.00 | 250.00 | +4.4σ | high |
| Denial Rate | 0.02 | 12.00 | -3.0σ | medium |
| Days In Ar | 25.00 | 48.00 | -2.3σ | medium |