Statistical Profile — HANOVER HOSPITAL
CCN 171365 | WASHINGTON, KS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$6.1M
Net Revenue
-17.9%
Op Margin
58.8%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net-to-Gross Ratio: +2.5σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and KS (n=152) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | KS Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 25 | -0.59σ | P16 | P42 |
| Net Patient Revenue | $6.1M | $59.7M | $19.2M | -0.46σ | P4 ▼ | P7 ▼ |
| Operating Expenses | $7.2M | $62.7M | $22.5M | -0.45σ | P3 ▼ | P6 ▼ |
| Net Income | $-1.1M | $-2.1M | $-3.0M | +0.08σ | P56 | P74 |
| Gross Patient Revenue | $6.8M | $186.6M | $37.4M | -0.46σ | P2 ▼ | P12 |
| Total Patient Days | 5,363 | 12,073 | 2,916 | -0.51σ | P35 | P68 |
| Medicare Day % | 13.6% | 30.9% | 52.4% | -1.02σ | P15 | P9 ▼ |
| Operating Margin | -17.9% | -4.8% | -17.7% | -0.57σ | P23 | P49 |
| Revenue per Bed | 244,780 | $1.2M | 823,887 | -0.64σ | P8 ▼ | P7 ▼ |
| Occupancy Rate | 58.8% | 53.7% | 32.6% | +0.27σ | P57 | P82 |
| Commercial Payer % | 86.4% | 61.2% | 39.6% | +1.33σ | P91 ▲ | P95 ▲ |
| Net-to-Gross Ratio | 89.8% | 33.3% | 54.2% | +2.45σ | P97 ▲ | P87 |
| Expense per Bed | 288,666 | $1.2M | 988,935 | -0.53σ | P9 ▼ | P3 ▼ |
| Revenue per Patient Day | 1,141 | 7,054 | 8,637 | -0.07σ | P7 ▼ | P5 ▼ |
| Payer Diversity Index | 0.236 | 0.473 | 0.426 | -1.41σ | P11 | P11 |
Multi-Variable Regression Residuals
For each key metric, the national regression model predicts a value. The residual shows how much this hospital over/under-performs after controlling for all other variables.
| Target | Model R² | Actual | Predicted | Residual |
|---|---|---|---|---|
| Net Patient Revenue | 74.0% | $6.1M | nan | +nanσ |
| Operating Margin | 2.1% | -0.1793 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.5877 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 244,780 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.8983 | nan | +nanσ |