Statistical Profile — CATAWBA HOSPITAL
CCN 494033 | ROANOKE, VA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
132
Beds
$5.3M
Net Revenue
-50.0%
Op Margin
65.1%
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 VA (n=111) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | VA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 132 | 63 | 96 | -0.01σ | P69 | P66 |
| Net Patient Revenue | $5.3M | $59.7M | $96.6M | -0.46σ | P3 ▼ | P4 ▼ |
| Operating Expenses | $36.9M | $62.7M | $92.4M | -0.39σ | P37 | P28 |
| Net Income | $-31.6M | $-2.1M | $2.6M | -0.13σ | P14 | P10 |
| Gross Patient Revenue | $39.6M | $186.6M | $332.5M | -0.44σ | P20 | P11 |
| Total Patient Days | 31,361 | 12,073 | 19,902 | -0.00σ | P71 | P64 |
| Medicare Day % | 10.0% | 30.9% | 34.0% | -1.20σ | P11 | P8 ▼ |
| Operating Margin | -50.0% | -4.8% | 4.4% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 40,306 | $1.2M | $1.5M | -0.75σ | P1 ▼ | P2 ▼ |
| Occupancy Rate | 65.1% | 53.7% | 64.4% | +0.52σ | P65 | P52 |
| Commercial Payer % | 90.0% | 61.2% | 63.5% | +1.51σ | P92 ▲ | P89 |
| Net-to-Gross Ratio | 13.4% | 33.3% | 28.3% | -1.20σ | P6 ▼ | P6 ▼ |
| Expense per Bed | 279,746 | $1.2M | $1.4M | -0.53σ | P8 ▼ | P4 ▼ |
| Revenue per Patient Day | 169.6519 | 7,054 | 7,512 | -0.07σ | P0 ▼ | P1 ▼ |
| Payer Diversity Index | 0.180 | 0.473 | 0.473 | -1.80σ | P8 ▼ | P10 ▼ |
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% | $5.3M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.6509 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 40,306 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.1342 | nan | +nanσ |