Statistical Profile — HUNTSVILLE HOSPITAL
CCN 010039 | MADISON, AL | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
904
Beds
$1.28B
Net Revenue
-6.9%
Op Margin
82.9%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +4.2σ above national mean
- Net Patient Revenue: +2.3σ above national mean
- Operating Expenses: +2.3σ above national mean
- Gross Patient Revenue: +2.8σ above national mean
- Total Patient Days: +4.7σ above national mean
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 | 904 | 63 | 53 | +4.22σ | P99 ▲ | P98 ▲ |
| Net Patient Revenue | $1.28B | $59.7M | $33.0M | +2.27σ | P97 ▲ | P98 ▲ |
| Operating Expenses | $1.37B | $62.7M | $35.6M | +2.34σ | P97 ▲ | P98 ▲ |
| Net Income | $-88.2M | $-2.1M | $-3.0M | -0.53σ | P6 ▼ | P1 ▼ |
| Gross Patient Revenue | $6.16B | $186.6M | $125.2M | +2.77σ | P98 ▲ | P97 ▲ |
| Total Patient Days | 273,631 | 12,073 | 8,479 | +4.71σ | P99 ▲ | P98 ▲ |
| Medicare Day % | 22.6% | 30.9% | 27.7% | -0.57σ | P30 | P33 |
| Medicaid Day % | 21.4% | 5.1% | 13.9% | +0.95σ | P88 | P69 |
| Operating Margin | -6.9% | -4.8% | -8.5% | -0.02σ | P44 | P51 |
| Revenue per Bed | $1.4M | $1.2M | 597,590 | -0.04σ | P59 | P87 |
| Occupancy Rate | 82.9% | 53.7% | 41.0% | +1.22σ | P89 | P89 |
| Commercial Payer % | 56.0% | 61.2% | 55.6% | -0.15σ | P41 | P51 |
| Net-to-Gross Ratio | 20.7% | 33.3% | 30.6% | -0.85σ | P20 | P25 |
| Expense per Bed | $1.5M | $1.2M | 673,922 | -0.02σ | P61 | P89 |
| Revenue per Patient Day | 4,672 | 7,054 | 4,552 | -0.06σ | P30 | P52 |
| Payer Diversity Index | 0.590 | 0.473 | 0.525 | +1.07σ | P91 ▲ | P76 |
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% | $1.28B | $2.08B | -3.11σ |
| Operating Margin | 2.1% | -0.0690 | -0.0120 | -0.30σ |
| Occupancy Rate | 44.3% | 0.8293 | 1.1341 | -1.67σ |
| Revenue Per Bed | 2.6% | $1.4M | $2.6M | -0.61σ |
| Net To Gross Ratio | 22.4% | 0.2075 | 0.2271 | -0.11σ |