Statistical Profile — CLAY COUNTY HOSPITAL
CCN 141351 | CLAY, IL | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$38.2M
Net Revenue
14.5%
Op Margin
28.6%
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.
- Medicare Day %: +2.1σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IL (n=208) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IL Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 20 | 63 | 110 | -0.62σ | P10 | P4 ▼ |
| Net Patient Revenue | $38.2M | $59.7M | $87.9M | -0.39σ | P40 | P22 |
| Operating Expenses | $32.7M | $62.7M | $99.1M | -0.40σ | P34 | P19 |
| Net Income | $5.5M | $-2.1M | $-4.0M | +0.13σ | P81 | P78 |
| Gross Patient Revenue | $97.3M | $186.6M | $329.5M | -0.41σ | P39 | P26 |
| Total Patient Days | 2,086 | 12,073 | 16,983 | -0.57σ | P17 | P16 |
| Medicare Day % | 75.5% | 30.9% | 35.8% | +2.08σ | P96 ▲ | P97 ▲ |
| Medicaid Day % | 0.5% | 5.1% | 3.5% | -0.71σ | P8 ▼ | P9 ▼ |
| Operating Margin | 14.5% | -4.8% | -5.3% | +1.04σ | P88 | P86 |
| Revenue per Bed | $1.9M | $1.2M | $1.4M | +0.22σ | P75 | P73 |
| Occupancy Rate | 28.6% | 53.7% | 48.0% | -0.92σ | P23 | P25 |
| Commercial Payer % | 24.0% | 61.2% | 60.2% | -1.71σ | P6 ▼ | P2 ▼ |
| Net-to-Gross Ratio | 39.3% | 33.3% | 31.2% | +0.04σ | P61 | P68 |
| Expense per Bed | $1.6M | $1.2M | $1.4M | +0.03σ | P65 | P60 |
| Revenue per Patient Day | 18,336 | 7,054 | 8,284 | -0.01σ | P86 | P81 |
| Payer Diversity Index | 0.372 | 0.473 | 0.485 | -0.45σ | P22 | P15 |
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% | $38.2M | $21.8M | +0.06σ |
| Operating Margin | 2.1% | 0.1447 | -0.0779 | +1.17σ |
| Occupancy Rate | 44.3% | 0.2858 | 0.2981 | -0.07σ |
| Revenue Per Bed | 2.6% | $1.9M | $1.5M | +0.23σ |
| Net To Gross Ratio | 22.4% | 0.3930 | 0.5357 | -0.82σ |