Statistical Profile — COMANCHE COUNTY HOSPITAL
CCN 171312 | COMANCHE, KS | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
12
Beds
$5.5M
Net Revenue
-21.8%
Op Margin
14.9%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicare Day %: +2.4σ above national mean
- Commercial Payer %: -2.0σ below national mean
- Net-to-Gross Ratio: +2.9σ 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 | 12 | 63 | 25 | -0.66σ | P3 ▼ | P4 ▼ |
| Net Patient Revenue | $5.5M | $59.7M | $19.2M | -0.46σ | P3 ▼ | P5 ▼ |
| Operating Expenses | $6.7M | $62.7M | $22.5M | -0.45σ | P3 ▼ | P5 ▼ |
| Net Income | $-1.2M | $-2.1M | $-3.0M | +0.08σ | P55 | P73 |
| Gross Patient Revenue | $5.0M | $186.6M | $37.4M | -0.46σ | P1 ▼ | P4 ▼ |
| Total Patient Days | 653 | 12,073 | 2,916 | -0.60σ | P4 ▼ | P5 ▼ |
| Medicare Day % | 82.2% | 30.9% | 52.4% | +2.42σ | P98 ▲ | P88 |
| Operating Margin | -21.8% | -4.8% | -17.7% | -0.76σ | P19 | P39 |
| Revenue per Bed | 454,873 | $1.2M | 823,887 | -0.53σ | P20 | P25 |
| Occupancy Rate | 14.9% | 53.7% | 32.6% | -1.45σ | P9 ▼ | P14 |
| Commercial Payer % | 17.8% | 61.2% | 39.6% | -2.01σ | P3 ▼ | P13 |
| Net-to-Gross Ratio | 100.0% | 33.3% | 54.2% | +2.94σ | P98 ▲ | P89 |
| Expense per Bed | 554,210 | $1.2M | 988,935 | -0.42σ | P24 | P24 |
| Revenue per Patient Day | 8,359 | 7,054 | 8,637 | -0.04σ | P57 | P47 |
| Payer Diversity Index | 0.292 | 0.473 | 0.426 | -1.01σ | P13 | P18 |
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% | $5.5M | nan | +nanσ |
| Operating Margin | 2.1% | -0.2184 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.1491 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 454,873 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 1.0000 | nan | +nanσ |