Statistical Profile — JOHN PAUL JONES HOSPITAL
CCN 010102 | WILCOX, AL | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
21
Beds
$2.8M
Net Revenue
-50.0%
Op Margin
4.7%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: -2.2σ below 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 | 21 | 63 | 53 | -0.62σ | P12 | P5 ▼ |
| Net Patient Revenue | $2.8M | $59.7M | $33.0M | -0.47σ | P1 ▼ | P1 ▼ |
| Operating Expenses | $5.1M | $62.7M | $35.6M | -0.46σ | P1 ▼ | P3 ▼ |
| Net Income | $-2.3M | $-2.1M | $-3.0M | +0.07σ | P49 | P55 |
| Gross Patient Revenue | $7.8M | $186.6M | $125.2M | -0.46σ | P2 ▼ | P3 ▼ |
| Total Patient Days | 360 | 12,073 | 8,479 | -0.61σ | P2 ▼ | P0 ▼ |
| Medicare Day % | 20.0% | 30.9% | 27.7% | -0.70σ | P24 | P24 |
| Medicaid Day % | 11.4% | 5.1% | 13.9% | +0.15σ | P75 | P29 |
| Operating Margin | -50.0% | -4.8% | -8.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 134,231 | $1.2M | 597,590 | -0.70σ | P2 ▼ | P4 ▼ |
| Occupancy Rate | 4.7% | 53.7% | 41.0% | -1.86σ | P1 ▼ | P1 ▼ |
| Commercial Payer % | 68.6% | 61.2% | 55.6% | +0.46σ | P66 | P85 |
| Net-to-Gross Ratio | 36.3% | 33.3% | 30.6% | -0.10σ | P56 | P70 |
| Expense per Bed | 242,068 | $1.2M | 673,922 | -0.55σ | P6 ▼ | P11 |
| Revenue per Patient Day | 7,830 | 7,054 | 4,552 | -0.05σ | P55 | P87 |
| Payer Diversity Index | 0.476 | 0.473 | 0.525 | +0.28σ | P51 | P24 |
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% | $2.8M | $-25.9M | +0.11σ |
| Operating Margin | 2.1% | -0.5000 | -0.0604 | -2.31σ |
| Occupancy Rate | 44.3% | 0.0470 | 0.5338 | -2.67σ |
| Revenue Per Bed | 2.6% | 134,231 | $1.6M | -0.74σ |
| Net To Gross Ratio | 22.4% | 0.3631 | 0.3565 | +0.04σ |