Statistical Profile — MEDICAL CENTER HEALTH SYSTEM
CCN 450132 | ECTOR, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
330
Beds
$220.0M
Net Revenue
-50.0%
Op Margin
55.8%
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 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 | 330 | 63 | 54 | +1.08σ | P90 | P90 ▲ |
| Net Patient Revenue | $220.0M | $59.7M | $36.3M | -0.00σ | P75 | P80 |
| Operating Expenses | $334.8M | $62.7M | $37.1M | +0.22σ | P82 | P87 |
| Net Income | $-114.8M | $-2.1M | -315,113 | -0.71σ | P4 ▼ | P2 ▼ |
| Gross Patient Revenue | $1.18B | $186.6M | $134.7M | +0.15σ | P78 | P79 |
| Total Patient Days | 67,266 | 12,073 | 10,290 | +0.69σ | P87 | P87 |
| Medicare Day % | 20.9% | 30.9% | 28.1% | -0.65σ | P26 | P32 |
| Medicaid Day % | 7.1% | 5.1% | 1.9% | -0.19σ | P61 | P80 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 666,576 | $1.2M | 843,354 | -0.42σ | P31 | P44 |
| Occupancy Rate | 55.8% | 53.7% | 52.9% | +0.16σ | P53 | P54 |
| Commercial Payer % | 72.0% | 61.2% | 69.3% | +0.63σ | P74 | P56 |
| Net-to-Gross Ratio | 18.6% | 33.3% | 28.5% | -0.95σ | P16 | P27 |
| Expense per Bed | $1.0M | $1.2M | 933,465 | -0.23σ | P41 | P54 |
| Revenue per Patient Day | 3,270 | 7,054 | 5,735 | -0.06σ | P23 | P31 |
| Payer Diversity Index | 0.432 | 0.473 | 0.412 | -0.03σ | P36 | P57 |
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% | $220.0M | $464.0M | -0.95σ |
| Operating Margin | 2.1% | -0.5000 | -0.0569 | -2.33σ |
| Occupancy Rate | 44.3% | 0.5585 | 0.4770 | +0.45σ |
| Revenue Per Bed | 2.6% | 666,576 | $1.3M | -0.32σ |
| Net To Gross Ratio | 22.4% | 0.1864 | 0.2465 | -0.35σ |