Statistical Profile — STEVENS COUNTY HOSPITAL
CCN 171335 | STEVENS, KS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
17
Beds
$15.2M
Net Revenue
-37.9%
Op Margin
13.7%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
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 %: +2.5σ above national mean
- Commercial Payer %: -2.1σ 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 | 17 | 63 | 25 | -0.64σ | P8 ▼ | P19 |
| Net Patient Revenue | $15.2M | $59.7M | $19.2M | -0.44σ | P15 | P40 |
| Operating Expenses | $21.0M | $62.7M | $22.5M | -0.42σ | P21 | P46 |
| Net Income | $-5.8M | $-2.1M | $-3.0M | +0.05σ | P35 | P26 |
| Gross Patient Revenue | $25.3M | $186.6M | $37.4M | -0.45σ | P12 | P39 |
| Total Patient Days | 852 | 12,073 | 2,916 | -0.60σ | P6 ▼ | P9 ▼ |
| Medicare Day % | 83.5% | 30.9% | 52.4% | +2.48σ | P98 ▲ | P91 ▲ |
| Operating Margin | -37.9% | -4.8% | -17.7% | -1.56σ | P9 ▼ | P17 |
| Revenue per Bed | 895,882 | $1.2M | 823,887 | -0.30σ | P39 | P55 |
| Occupancy Rate | 13.7% | 53.7% | 32.6% | -1.50σ | P8 ▼ | P13 |
| Commercial Payer % | 16.5% | 61.2% | 39.6% | -2.07σ | P3 ▼ | P9 ▼ |
| Net-to-Gross Ratio | 60.3% | 33.3% | 54.2% | +1.04σ | P84 | P62 |
| Expense per Bed | $1.2M | $1.2M | 988,935 | -0.14σ | P50 | P66 |
| Revenue per Patient Day | 17,876 | 7,054 | 8,637 | -0.01σ | P86 | P89 |
| Payer Diversity Index | 0.276 | 0.473 | 0.426 | -1.12σ | P13 | P14 |
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% | $15.2M | nan | +nanσ |
| Operating Margin | 2.1% | -0.3788 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.1373 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 895,882 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.6028 | nan | +nanσ |