Anomaly Report — CALLAWAY DISTRICT HOSPITAL
4 anomalies, 1 high severity
🛡️ Public data only — no PHI permitted on this instance.
4
Anomalies Detected
1
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 |
| Denial Rate | 0.02 | 12.00 | -3.0σ | medium |
| Days In Ar | 30.02 | 48.00 | -1.8σ | low |
| Bed Count | 12.00 | 250.00 | -1.6σ | low |