Statistical Profile — NINNESCAH VALLEY HEALTH SYSTEMS
CCN 171378 | KINGMAN, KS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$15.0M
Net Revenue
-21.9%
Op Margin
17.0%
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 %: +2.4σ above national mean
- Commercial Payer %: -2.0σ 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 | 25 | 63 | 25 | -0.59σ | P16 | P42 |
| Net Patient Revenue | $15.0M | $59.7M | $19.2M | -0.44σ | P15 | P40 |
| Operating Expenses | $18.3M | $62.7M | $22.5M | -0.43σ | P17 | P38 |
| Net Income | $-3.3M | $-2.1M | $-3.0M | +0.06σ | P44 | P47 |
| Gross Patient Revenue | $29.8M | $186.6M | $37.4M | -0.45σ | P14 | P42 |
| Total Patient Days | 1,551 | 12,073 | 2,916 | -0.58σ | P13 | P29 |
| Medicare Day % | 82.5% | 30.9% | 52.4% | +2.43σ | P98 ▲ | P89 |
| Operating Margin | -21.9% | -4.8% | -17.7% | -0.77σ | P19 | P38 |
| Revenue per Bed | 601,768 | $1.2M | 823,887 | -0.46σ | P28 | P37 |
| Occupancy Rate | 17.0% | 53.7% | 32.6% | -1.37σ | P11 | P18 |
| Commercial Payer % | 17.5% | 61.2% | 39.6% | -2.03σ | P3 ▼ | P12 |
| Net-to-Gross Ratio | 50.5% | 33.3% | 54.2% | +0.58σ | P75 | P44 |
| Expense per Bed | 733,261 | $1.2M | 988,935 | -0.35σ | P31 | P36 |
| Revenue per Patient Day | 9,700 | 7,054 | 8,637 | -0.04σ | P64 | P60 |
| Payer Diversity Index | 0.288 | 0.473 | 0.426 | -1.04σ | P13 | P16 |
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% | $15.0M | nan | +nanσ |
| Operating Margin | 2.1% | -0.2185 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.1700 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 601,768 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.5053 | nan | +nanσ |