Statistical Profile — CHERRY HOSPITAL
CCN 344026 | WAYNE, NC | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
314
Beds
$5.0M
Net Revenue
-50.0%
Op Margin
50.7%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
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
- Net-to-Gross Ratio: +2.9σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and NC (n=129) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | NC Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 314 | 63 | 100 | +0.99σ | P89 | P84 |
| Net Patient Revenue | $5.0M | $59.7M | $103.3M | -0.46σ | P3 ▼ | P3 ▼ |
| Operating Expenses | $66.3M | $62.7M | $102.7M | -0.33σ | P51 | P38 |
| Net Income | $-61.3M | $-2.1M | $-1.9M | -0.34σ | P8 ▼ | P9 ▼ |
| Gross Patient Revenue | $5.0M | $186.6M | $385.8M | -0.46σ | P1 ▼ | P2 ▼ |
| Total Patient Days | 58,145 | 12,073 | 18,992 | +0.52σ | P84 | P79 |
| Medicare Day % | 2.1% | 30.9% | 27.3% | -1.60σ | P3 ▼ | P3 ▼ |
| Medicaid Day % | 10.8% | 5.1% | 5.2% | +0.11σ | P74 | P88 |
| Operating Margin | -50.0% | -4.8% | -2.0% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 15,804 | $1.2M | $1.4M | -0.76σ | P0 ▼ | P1 ▼ |
| Occupancy Rate | 50.7% | 53.7% | 58.8% | -0.04σ | P46 | P35 |
| Commercial Payer % | 87.1% | 61.2% | 67.0% | +1.36σ | P91 ▲ | P93 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 29.5% | +2.94σ | P98 ▲ | P95 ▲ |
| Expense per Bed | 211,024 | $1.2M | $1.4M | -0.56σ | P4 ▼ | P3 ▼ |
| Revenue per Patient Day | 85.3465 | 7,054 | 6,521 | -0.07σ | P0 ▼ | P1 ▼ |
| Payer Diversity Index | 0.230 | 0.473 | 0.466 | -1.45σ | P10 | P7 ▼ |
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% | $5.0M | $332.1M | -1.28σ |
| Operating Margin | 2.1% | -0.5000 | -0.0759 | -2.23σ |
| Occupancy Rate | 44.3% | 0.5073 | 0.4416 | +0.36σ |
| Revenue Per Bed | 2.6% | 15,804 | $1.1M | -0.56σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.2439 | +4.36σ |