Statistical Profile — MUHLENBERG COMMUNITY HOSPITAL
CCN 180004 | MUHLENBERG, KY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
47
Beds
$49.4M
Net Revenue
-8.6%
Op Margin
27.0%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and KY (n=114) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | KY Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 47 | 63 | 54 | -0.47σ | P42 | P42 |
| Net Patient Revenue | $49.4M | $59.7M | $43.0M | -0.37σ | P46 | P53 |
| Operating Expenses | $53.7M | $62.7M | $44.4M | -0.36σ | P46 | P53 |
| Net Income | $-4.2M | $-2.1M | -237,600 | +0.06σ | P40 | P30 |
| Gross Patient Revenue | $156.3M | $186.6M | $156.3M | -0.38σ | P47 | P50 |
| Total Patient Days | 4,635 | 12,073 | 7,571 | -0.52σ | P32 | P32 |
| Medicare Day % | 33.4% | 30.9% | 29.4% | -0.03σ | P55 | P65 |
| Medicaid Day % | 1.1% | 5.1% | 1.7% | -0.66σ | P17 | P35 |
| Operating Margin | -8.6% | -4.8% | -0.6% | -0.10σ | P41 | P31 |
| Revenue per Bed | $1.1M | $1.2M | $1.0M | -0.22σ | P45 | P50 |
| Occupancy Rate | 27.0% | 53.7% | 50.4% | -0.98σ | P21 | P21 |
| Commercial Payer % | 65.5% | 61.2% | 67.8% | +0.31σ | P60 | P42 |
| Net-to-Gross Ratio | 31.6% | 33.3% | 30.6% | -0.33σ | P46 | P56 |
| Expense per Bed | $1.1M | $1.2M | $1.1M | -0.18σ | P46 | P55 |
| Revenue per Patient Day | 10,667 | 7,054 | 6,717 | -0.04σ | P69 | P79 |
| Payer Diversity Index | 0.459 | 0.473 | 0.450 | +0.16σ | P44 | P57 |
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% | $49.4M | $7.3M | +0.16σ |
| Operating Margin | 2.1% | -0.0856 | -0.0500 | -0.19σ |
| Occupancy Rate | 44.3% | 0.2702 | 0.4633 | -1.06σ |
| Revenue Per Bed | 2.6% | $1.1M | $1.5M | -0.25σ |
| Net To Gross Ratio | 22.4% | 0.3163 | 0.3505 | -0.20σ |