Statistical Profile — KIOWA DISTRICT HOSPITAL
CCN 171331 | BARBER, KS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
10
Beds
$6.8M
Net Revenue
-38.8%
Op Margin
28.8%
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: +2.9σ 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 | 10 | 63 | 25 | -0.68σ | P2 ▼ | P2 ▼ |
| Net Patient Revenue | $6.8M | $59.7M | $19.2M | -0.46σ | P4 ▼ | P10 ▼ |
| Operating Expenses | $9.4M | $62.7M | $22.5M | -0.45σ | P5 ▼ | P13 |
| Net Income | $-2.6M | $-2.1M | $-3.0M | +0.07σ | P47 | P55 |
| Gross Patient Revenue | $6.3M | $186.6M | $37.4M | -0.46σ | P2 ▼ | P9 ▼ |
| Total Patient Days | 1,050 | 12,073 | 2,916 | -0.59σ | P8 ▼ | P16 |
| Medicare Day % | 72.5% | 30.9% | 52.4% | +1.93σ | P95 ▲ | P68 |
| Operating Margin | -38.8% | -4.8% | -17.7% | -1.61σ | P9 ▼ | P15 |
| Revenue per Bed | 678,870 | $1.2M | 823,887 | -0.42σ | P31 | P44 |
| Occupancy Rate | 28.8% | 53.7% | 32.6% | -0.91σ | P23 | P44 |
| Commercial Payer % | 27.5% | 61.2% | 39.6% | -1.54σ | P8 ▼ | P35 |
| Net-to-Gross Ratio | 100.0% | 33.3% | 54.2% | +2.94σ | P98 ▲ | P89 |
| Expense per Bed | 941,988 | $1.2M | 988,935 | -0.26σ | P38 | P47 |
| Revenue per Patient Day | 6,465 | 7,054 | 8,637 | -0.05σ | P45 | P31 |
| Payer Diversity Index | 0.399 | 0.473 | 0.426 | -0.26σ | P27 | P43 |
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% | $6.8M | nan | +nanσ |
| Operating Margin | 2.1% | -0.3876 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.2877 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 678,870 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 1.0000 | nan | +nanσ |