Statistical Profile — LIBERTY HOSPITAL
CCN 260177 | CLAY, MO | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
199
Beds
$303.2M
Net Revenue
-3.1%
Op Margin
46.5%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MO (n=138) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MO Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 199 | 63 | 60 | +0.36σ | P79 | P76 |
| Net Patient Revenue | $303.2M | $59.7M | $64.4M | +0.18σ | P80 | P81 |
| Operating Expenses | $312.6M | $62.7M | $68.5M | +0.18σ | P81 | P81 |
| Net Income | $-9.4M | $-2.1M | $-1.9M | +0.02σ | P28 | P26 |
| Gross Patient Revenue | $1.08B | $186.6M | $182.7M | +0.10σ | P77 | P79 |
| Total Patient Days | 33,769 | 12,073 | 12,943 | +0.04σ | P73 | P73 |
| Medicare Day % | 31.9% | 30.9% | 30.6% | -0.11σ | P52 | P54 |
| Medicaid Day % | 7.3% | 5.1% | 7.7% | -0.17σ | P63 | P47 |
| Operating Margin | -3.1% | -4.8% | -6.2% | +0.17σ | P54 | P55 |
| Revenue per Bed | $1.5M | $1.2M | $1.2M | +0.02σ | P63 | P67 |
| Occupancy Rate | 46.5% | 53.7% | 50.1% | -0.21σ | P41 | P46 |
| Commercial Payer % | 60.8% | 61.2% | 59.9% | +0.08σ | P49 | P53 |
| Net-to-Gross Ratio | 28.1% | 33.3% | 33.2% | -0.50σ | P37 | P33 |
| Expense per Bed | $1.6M | $1.2M | $1.2M | +0.00σ | P63 | P66 |
| Revenue per Patient Day | 8,979 | 7,054 | 7,649 | -0.04σ | P61 | P58 |
| Payer Diversity Index | 0.523 | 0.473 | 0.518 | +0.61σ | P76 | P54 |
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% | $303.2M | $226.8M | +0.30σ |
| Operating Margin | 2.1% | -0.0311 | -0.0576 | +0.14σ |
| Occupancy Rate | 44.3% | 0.4649 | 0.4306 | +0.19σ |
| Revenue Per Bed | 2.6% | $1.5M | $1.3M | +0.12σ |
| Net To Gross Ratio | 22.4% | 0.2806 | 0.2958 | -0.09σ |