Statistical Profile — DECATUR COUNTY HOSPITAL
CCN 171352 | DECATUR, KS | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
18
Beds
$8.1M
Net Revenue
-41.1%
Op Margin
15.7%
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 %: +2.5σ above national mean
- Commercial Payer %: -2.1σ below national mean
- Net-to-Gross Ratio: +2.1σ 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 | 18 | 63 | 25 | -0.63σ | P9 ▼ | P20 |
| Net Patient Revenue | $8.1M | $59.7M | $19.2M | -0.45σ | P6 ▼ | P17 |
| Operating Expenses | $11.4M | $62.7M | $22.5M | -0.44σ | P8 ▼ | P20 |
| Net Income | $-3.3M | $-2.1M | $-3.0M | +0.06σ | P44 | P46 |
| Gross Patient Revenue | $9.9M | $186.6M | $37.4M | -0.46σ | P3 ▼ | P19 |
| Total Patient Days | 1,033 | 12,073 | 2,916 | -0.59σ | P8 ▼ | P14 |
| Medicare Day % | 83.9% | 30.9% | 52.4% | +2.50σ | P99 ▲ | P92 ▲ |
| Medicaid Day % | 0.3% | 5.1% | 2.4% | -0.72σ | P5 ▼ | P11 |
| Operating Margin | -41.1% | -4.8% | -17.7% | -1.73σ | P8 ▼ | P13 |
| Revenue per Bed | 448,882 | $1.2M | 823,887 | -0.53σ | P19 | P23 |
| Occupancy Rate | 15.7% | 53.7% | 32.6% | -1.42σ | P9 ▼ | P15 |
| Commercial Payer % | 15.8% | 61.2% | 39.6% | -2.11σ | P2 ▼ | P9 ▼ |
| Net-to-Gross Ratio | 81.5% | 33.3% | 54.2% | +2.06σ | P95 ▲ | P79 |
| Expense per Bed | 633,541 | $1.2M | 988,935 | -0.39σ | P27 | P28 |
| Revenue per Patient Day | 7,822 | 7,054 | 8,637 | -0.05σ | P55 | P42 |
| Payer Diversity Index | 0.271 | 0.473 | 0.426 | -1.16σ | P12 | P13 |
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% | $8.1M | $15.8M | -0.03σ |
| Operating Margin | 2.1% | -0.4114 | -0.0853 | -1.72σ |
| Occupancy Rate | 44.3% | 0.1572 | 0.2492 | -0.50σ |
| Revenue Per Bed | 2.6% | 448,882 | $1.4M | -0.51σ |
| Net To Gross Ratio | 22.4% | 0.8151 | 0.5719 | +1.40σ |