Statistical Profile — TEXAS HEALTH HOSPITAL ALLEN
CCN 450840 | COLLIN, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
59
Beds
$133.9M
Net Revenue
8.5%
Op Margin
58.5%
Occupancy
0
Outlier Flags
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 | 59 | 63 | 54 | -0.41σ | P48 | P52 |
| Net Patient Revenue | $133.9M | $59.7M | $36.3M | -0.18σ | P66 | P73 |
| Operating Expenses | $122.6M | $62.7M | $37.1M | -0.21σ | P64 | P73 |
| Net Income | $11.3M | $-2.1M | -315,113 | +0.17σ | P86 | P80 |
| Gross Patient Revenue | $438.8M | $186.6M | $134.7M | -0.24σ | P64 | P68 |
| Total Patient Days | 12,599 | 12,073 | 10,290 | -0.37σ | P51 | P54 |
| Medicare Day % | 26.8% | 30.9% | 28.1% | -0.36σ | P40 | P47 |
| Medicaid Day % | 0.7% | 5.1% | 1.9% | -0.69σ | P11 | P29 |
| Operating Margin | 8.5% | -4.8% | -0.7% | +0.75σ | P80 | P67 |
| Revenue per Bed | $2.3M | $1.2M | 843,354 | +0.41σ | P83 | P90 |
| Occupancy Rate | 58.5% | 53.7% | 52.9% | +0.26σ | P57 | P58 |
| Commercial Payer % | 72.6% | 61.2% | 69.3% | +0.65σ | P75 | P57 |
| Net-to-Gross Ratio | 30.5% | 33.3% | 28.5% | -0.38σ | P44 | P55 |
| Expense per Bed | $2.1M | $1.2M | 933,465 | +0.21σ | P77 | P87 |
| Revenue per Patient Day | 10,629 | 7,054 | 5,735 | -0.04σ | P68 | P72 |
| Payer Diversity Index | 0.402 | 0.473 | 0.412 | -0.24σ | P28 | P48 |
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% | $133.9M | $74.5M | +0.23σ |
| Operating Margin | 2.1% | 0.0847 | -0.0418 | +0.67σ |
| Occupancy Rate | 44.3% | 0.5850 | 0.5400 | +0.25σ |
| Revenue Per Bed | 2.6% | $2.3M | $1.7M | +0.32σ |
| Net To Gross Ratio | 22.4% | 0.3051 | 0.3306 | -0.15σ |