Statistical Profile — OSAWATOMIE STATE HOSPITAL
CCN 174022 | MIAMI, KS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
60
Beds
$2.0M
Net Revenue
-50.0%
Op Margin
49.6%
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.
- Operating Margin: -2.2σ below 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 | 60 | 63 | 25 | -0.40σ | P48 | P83 |
| Net Patient Revenue | $2.0M | $59.7M | $19.2M | -0.47σ | P1 ▼ | P0 ▼ |
| Operating Expenses | $60.0M | $62.7M | $22.5M | -0.34σ | P49 | P82 |
| Net Income | $-58.0M | $-2.1M | $-3.0M | -0.32σ | P8 ▼ | P3 ▼ |
| Gross Patient Revenue | $64.0M | $186.6M | $37.4M | -0.43σ | P30 | P62 |
| Total Patient Days | 10,861 | 12,073 | 2,916 | -0.40σ | P48 | P82 |
| Medicare Day % | 16.0% | 30.9% | 52.4% | -0.90σ | P17 | P10 ▼ |
| Medicaid Day % | 3.7% | 5.1% | 2.4% | -0.45σ | P41 | P58 |
| Operating Margin | -50.0% | -4.8% | -17.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 33,198 | $1.2M | 823,887 | -0.75σ | P1 ▼ | P0 ▼ |
| Occupancy Rate | 49.6% | 53.7% | 32.6% | -0.09σ | P45 | P75 |
| Commercial Payer % | 80.3% | 61.2% | 39.6% | +1.03σ | P87 | P92 ▲ |
| Net-to-Gross Ratio | 3.1% | 33.3% | 54.2% | -1.69σ | P0 ▼ | P0 ▼ |
| Expense per Bed | $1.0M | $1.2M | 988,935 | -0.24σ | P41 | P51 |
| Revenue per Patient Day | 183.3987 | 7,054 | 8,637 | -0.07σ | P1 ▼ | P0 ▼ |
| Payer Diversity Index | 0.329 | 0.473 | 0.426 | -0.76σ | P16 | P26 |
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% | $2.0M | $47.5M | -0.18σ |
| Operating Margin | 2.1% | -0.5000 | -0.0431 | -2.41σ |
| Occupancy Rate | 44.3% | 0.4959 | 0.5641 | -0.37σ |
| Revenue Per Bed | 2.6% | 33,198 | $1.6M | -0.83σ |
| Net To Gross Ratio | 22.4% | 0.0311 | 0.3020 | -1.56σ |