Statistical Profile — RED BAY HOSPITAL
CCN 011302 | nan, AL | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$7.6M
Net Revenue
-25.3%
Op Margin
32.4%
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 | 25 | 63 | 53 | -0.59σ | P16 | P7 ▼ |
| Net Patient Revenue | $7.6M | $59.7M | $33.0M | -0.45σ | P5 ▼ | P9 ▼ |
| Operating Expenses | $9.5M | $62.7M | $35.6M | -0.45σ | P5 ▼ | P8 ▼ |
| Net Income | $-1.9M | $-2.1M | $-3.0M | +0.07σ | P51 | P59 |
| Gross Patient Revenue | $24.0M | $186.6M | $125.2M | -0.45σ | P11 | P11 |
| Total Patient Days | 2,957 | 12,073 | 8,479 | -0.56σ | P23 | P20 |
| Medicare Day % | 67.6% | 30.9% | 27.7% | +1.69σ | P93 ▲ | P98 ▲ |
| Medicaid Day % | 1.7% | 5.1% | 13.9% | -0.62σ | P22 | P2 ▼ |
| Operating Margin | -25.3% | -4.8% | -8.5% | -0.94σ | P15 | P18 |
| Revenue per Bed | 302,646 | $1.2M | 597,590 | -0.61σ | P11 | P17 |
| Occupancy Rate | 32.4% | 53.7% | 41.0% | -0.76σ | P27 | P39 |
| Commercial Payer % | 30.7% | 61.2% | 55.6% | -1.38σ | P10 | P5 ▼ |
| Net-to-Gross Ratio | 31.5% | 33.3% | 30.6% | -0.33σ | P46 | P55 |
| Expense per Bed | 379,233 | $1.2M | 673,922 | -0.49σ | P14 | P18 |
| Revenue per Patient Day | 2,559 | 7,054 | 4,552 | -0.07σ | P21 | P19 |
| Payer Diversity Index | 0.448 | 0.473 | 0.525 | +0.08σ | P40 | P18 |
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% | $7.6M | $24.6M | -0.07σ |
| Operating Margin | 2.1% | -0.2531 | -0.0738 | -0.94σ |
| Occupancy Rate | 44.3% | 0.3241 | 0.3343 | -0.06σ |
| Revenue Per Bed | 2.6% | 302,646 | $1.5M | -0.62σ |
| Net To Gross Ratio | 22.4% | 0.3149 | 0.5045 | -1.09σ |