Statistical Profile — D W MCMILLAN MEMORIAL HOSPITAL
CCN 010099 | ESCAMBIA, AL | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
46
Beds
$30.8M
Net Revenue
-24.6%
Op Margin
25.7%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and AL (n=115) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | AL Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 46 | 63 | 53 | -0.48σ | P41 | P41 |
| Net Patient Revenue | $30.8M | $59.7M | $33.0M | -0.41σ | P34 | P44 |
| Operating Expenses | $38.3M | $62.7M | $35.6M | -0.39σ | P38 | P51 |
| Net Income | $-7.6M | $-2.1M | $-3.0M | +0.03σ | P32 | P31 |
| Gross Patient Revenue | $136.3M | $186.6M | $125.2M | -0.39σ | P44 | P51 |
| Total Patient Days | 4,313 | 12,073 | 8,479 | -0.53σ | P30 | P33 |
| Medicare Day % | 27.2% | 30.9% | 27.7% | -0.34σ | P41 | P47 |
| Medicaid Day % | 19.3% | 5.1% | 13.9% | +0.78σ | P86 | P63 |
| Operating Margin | -24.6% | -4.8% | -8.5% | -0.90σ | P16 | P19 |
| Revenue per Bed | 668,607 | $1.2M | 597,590 | -0.42σ | P31 | P53 |
| Occupancy Rate | 25.7% | 53.7% | 41.0% | -1.03σ | P20 | P26 |
| Commercial Payer % | 53.5% | 61.2% | 55.6% | -0.27σ | P37 | P45 |
| Net-to-Gross Ratio | 22.6% | 33.3% | 30.6% | -0.76σ | P24 | P31 |
| Expense per Bed | 832,778 | $1.2M | 673,922 | -0.30σ | P34 | P62 |
| Revenue per Patient Day | 7,131 | 7,054 | 4,552 | -0.05σ | P51 | P84 |
| Payer Diversity Index | 0.603 | 0.473 | 0.525 | +1.16σ | P93 ▲ | P81 |
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% | $30.8M | $9.0M | +0.09σ |
| Operating Margin | 2.1% | -0.2455 | -0.0817 | -0.86σ |
| Occupancy Rate | 44.3% | 0.2569 | 0.4799 | -1.22σ |
| Revenue Per Bed | 2.6% | 668,607 | $1.4M | -0.39σ |
| Net To Gross Ratio | 22.4% | 0.2256 | 0.4089 | -1.06σ |