Statistical Profile — MUENSTER MEMORIAL HOSPITAL
CCN 451335 | COOKE, TX | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
18
Beds
$9.3M
Net Revenue
-48.0%
Op Margin
52.4%
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.
- Medicare Day %: +2.3σ above national mean
- Operating Margin: -2.1σ 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 | 18 | 63 | 54 | -0.63σ | P9 ▼ | P10 ▼ |
| Net Patient Revenue | $9.3M | $59.7M | $36.3M | -0.45σ | P7 ▼ | P11 |
| Operating Expenses | $13.7M | $62.7M | $37.1M | -0.44σ | P10 | P16 |
| Net Income | $-4.4M | $-2.1M | -315,113 | +0.06σ | P39 | P28 |
| Gross Patient Revenue | $12.1M | $186.6M | $134.7M | -0.46σ | P4 ▼ | P5 ▼ |
| Total Patient Days | 3,442 | 12,073 | 10,290 | -0.55σ | P25 | P32 |
| Medicare Day % | 79.9% | 30.9% | 28.1% | +2.30σ | P98 ▲ | P98 ▲ |
| Operating Margin | -48.0% | -4.8% | -0.7% | -2.07σ | P7 ▼ | P13 |
| Revenue per Bed | 514,490 | $1.2M | 843,354 | -0.50σ | P23 | P33 |
| Occupancy Rate | 52.4% | 53.7% | 52.9% | +0.02σ | P48 | P49 |
| Commercial Payer % | 20.1% | 61.2% | 69.3% | -1.90σ | P4 ▼ | P2 ▼ |
| Net-to-Gross Ratio | 76.7% | 33.3% | 28.5% | +1.83σ | P94 ▲ | P94 ▲ |
| Expense per Bed | 761,235 | $1.2M | 933,465 | -0.33σ | P32 | P42 |
| Revenue per Patient Day | 2,691 | 7,054 | 5,735 | -0.07σ | P21 | P30 |
| Payer Diversity Index | 0.322 | 0.473 | 0.412 | -0.80σ | P16 | 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% | $9.3M | nan | +nanσ |
| Operating Margin | 2.1% | -0.4796 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.5239 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 514,490 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.7670 | nan | +nanσ |