Statistical Profile — TEXAS HEALTH DALLAS
CCN 450462 | DALLAS, TX | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
558
Beds
$710.6M
Net Revenue
-1.9%
Op Margin
67.5%
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.
- Beds: +2.3σ above national mean
- Total Patient Days: +2.0σ above 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 | 558 | 63 | 54 | +2.32σ | P96 ▲ | P96 ▲ |
| Net Patient Revenue | $710.6M | $59.7M | $36.3M | +1.05σ | P93 ▲ | P96 ▲ |
| Operating Expenses | $724.3M | $62.7M | $37.1M | +1.02σ | P93 ▲ | P96 ▲ |
| Net Income | $-13.7M | $-2.1M | -315,113 | -0.01σ | P24 | P13 |
| Gross Patient Revenue | $2.53B | $186.6M | $134.7M | +0.86σ | P90 ▲ | P89 |
| Total Patient Days | 136,357 | 12,073 | 10,290 | +2.04σ | P96 ▲ | P96 ▲ |
| Medicare Day % | 23.8% | 30.9% | 28.1% | -0.51σ | P33 | P38 |
| Medicaid Day % | 3.4% | 5.1% | 1.9% | -0.48σ | P39 | P67 |
| Operating Margin | -1.9% | -4.8% | -0.7% | +0.23σ | P57 | P48 |
| Revenue per Bed | $1.3M | $1.2M | 843,354 | -0.11σ | P53 | P68 |
| Occupancy Rate | 67.5% | 53.7% | 52.9% | +0.62σ | P68 | P68 |
| Commercial Payer % | 72.8% | 61.2% | 69.3% | +0.66σ | P75 | P58 |
| Net-to-Gross Ratio | 28.1% | 33.3% | 28.5% | -0.50σ | P37 | P49 |
| Expense per Bed | $1.3M | $1.2M | 933,465 | -0.11σ | P53 | P68 |
| Revenue per Patient Day | 5,211 | 7,054 | 5,735 | -0.06σ | P34 | P44 |
| Payer Diversity Index | 0.413 | 0.473 | 0.412 | -0.17σ | P30 | P50 |
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% | $710.6M | $1.04B | -1.29σ |
| Operating Margin | 2.1% | -0.0193 | -0.0418 | +0.12σ |
| Occupancy Rate | 44.3% | 0.6750 | 0.6270 | +0.26σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.6M | -0.15σ |
| Net To Gross Ratio | 22.4% | 0.2810 | 0.2092 | +0.41σ |