Statistical Profile — WHITE ROCK MEDICAL CENTER
CCN 450678 | DALLAS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
151
Beds
$78.0M
Net Revenue
-50.0%
Op Margin
39.8%
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 | 151 | 63 | 54 | +0.10σ | P72 | P74 |
| Net Patient Revenue | $78.0M | $59.7M | $36.3M | -0.30σ | P55 | P65 |
| Operating Expenses | $134.5M | $62.7M | $37.1M | -0.19σ | P66 | P75 |
| Net Income | $-56.6M | $-2.1M | -315,113 | -0.31σ | P9 ▼ | P3 ▼ |
| Gross Patient Revenue | $660.8M | $186.6M | $134.7M | -0.12σ | P70 | P73 |
| Total Patient Days | 21,958 | 12,073 | 10,290 | -0.19σ | P63 | P67 |
| Medicare Day % | 18.1% | 30.9% | 28.1% | -0.80σ | P20 | P25 |
| Medicaid Day % | 3.6% | 5.1% | 1.9% | -0.46σ | P40 | P68 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 516,255 | $1.2M | 843,354 | -0.50σ | P23 | P33 |
| Occupancy Rate | 39.8% | 53.7% | 52.9% | -0.47σ | P34 | P37 |
| Commercial Payer % | 78.3% | 61.2% | 69.3% | +0.93σ | P85 | P74 |
| Net-to-Gross Ratio | 11.8% | 33.3% | 28.5% | -1.28σ | P4 ▼ | P8 ▼ |
| Expense per Bed | 890,804 | $1.2M | 933,465 | -0.28σ | P36 | P48 |
| Revenue per Patient Day | 3,550 | 7,054 | 5,735 | -0.06σ | P23 | P32 |
| Payer Diversity Index | 0.353 | 0.473 | 0.412 | -0.58σ | P19 | P31 |
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% | $78.0M | $113.4M | -0.14σ |
| Operating Margin | 2.1% | -0.5000 | -0.0503 | -2.37σ |
| Occupancy Rate | 44.3% | 0.3984 | 0.4631 | -0.35σ |
| Revenue Per Bed | 2.6% | 516,255 | $1.3M | -0.43σ |
| Net To Gross Ratio | 22.4% | 0.1180 | 0.2630 | -0.84σ |