Statistical Profile — RUSK STATE HOSPITAL
CCN 454009 | CHEROKEE, TX | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
361
Beds
$43.7M
Net Revenue
-50.0%
Op Margin
46.8%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
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
- Payer Diversity Index: -3.1σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and TX (n=583) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | TX Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 361 | 63 | 54 | +1.25σ | P91 ▲ | P92 ▲ |
| Net Patient Revenue | $43.7M | $59.7M | $36.3M | -0.38σ | P43 | P56 |
| Operating Expenses | $73.5M | $62.7M | $37.1M | -0.32σ | P53 | P64 |
| Net Income | $-29.7M | $-2.1M | -315,113 | -0.12σ | P15 | P6 ▼ |
| Gross Patient Revenue | $43.7M | $186.6M | $134.7M | -0.44σ | P22 | P27 |
| Total Patient Days | 61,711 | 12,073 | 10,290 | +0.59σ | P85 | P86 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 121,174 | $1.2M | 843,354 | -0.70σ | P2 ▼ | P3 ▼ |
| Occupancy Rate | 46.8% | 53.7% | 52.9% | -0.20σ | P42 | P44 |
| Commercial Payer % | 100.0% | 61.2% | 69.3% | +1.99σ | P98 ▲ | P97 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 28.5% | +2.94σ | P98 ▲ | P97 ▲ |
| Expense per Bed | 203,571 | $1.2M | 933,465 | -0.56σ | P4 ▼ | P6 ▼ |
| Revenue per Patient Day | 708.8518 | 7,054 | 5,735 | -0.07σ | P2 ▼ | P2 ▼ |
| Payer Diversity Index | 0.000 | 0.473 | 0.412 | -3.05σ | P0 ▼ | P0 ▼ |
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% | $43.7M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.4683 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 121,174 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 1.0000 | nan | +nanσ |