Statistical Profile — MARCUM & WALLACE MEMORIAL HOSPITAL
CCN 181301 | ESTILL, KY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$21.7M
Net Revenue
-29.7%
Op Margin
40.6%
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 | 25 | 63 | 54 | -0.59σ | P16 | P4 ▼ |
| Net Patient Revenue | $21.7M | $59.7M | $43.0M | -0.42σ | P24 | P23 |
| Operating Expenses | $28.1M | $62.7M | $44.4M | -0.41σ | P30 | P35 |
| Net Income | $-6.4M | $-2.1M | -237,600 | +0.04σ | P34 | P26 |
| Gross Patient Revenue | $77.9M | $186.6M | $156.3M | -0.42σ | P34 | P35 |
| Total Patient Days | 3,708 | 12,073 | 7,571 | -0.54σ | P27 | P21 |
| Medicare Day % | 35.5% | 30.9% | 29.4% | +0.08σ | P60 | P69 |
| Medicaid Day % | 5.2% | 5.1% | 1.7% | -0.34σ | P51 | P85 |
| Operating Margin | -29.7% | -4.8% | -0.6% | -1.15σ | P13 | P6 ▼ |
| Revenue per Bed | 868,419 | $1.2M | $1.0M | -0.32σ | P38 | P42 |
| Occupancy Rate | 40.6% | 53.7% | 50.4% | -0.44σ | P35 | P39 |
| Commercial Payer % | 59.3% | 61.2% | 67.8% | +0.01σ | P46 | P26 |
| Net-to-Gross Ratio | 27.9% | 33.3% | 30.6% | -0.51σ | P36 | P42 |
| Expense per Bed | $1.1M | $1.2M | $1.1M | -0.18σ | P46 | P52 |
| Revenue per Patient Day | 5,855 | 7,054 | 6,717 | -0.05σ | P40 | P37 |
| Payer Diversity Index | 0.520 | 0.473 | 0.450 | +0.58σ | P75 | P86 |
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% | $21.7M | $11.4M | +0.04σ |
| Operating Margin | 2.1% | -0.2965 | -0.0576 | -1.26σ |
| Occupancy Rate | 44.3% | 0.4064 | 0.4874 | -0.44σ |
| Revenue Per Bed | 2.6% | 868,419 | $1.6M | -0.38σ |
| Net To Gross Ratio | 22.4% | 0.2787 | 0.3940 | -0.67σ |