Statistical Profile — DALLAS REGIONAL MEDICAL CENTER
CCN 450688 | DALLAS, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
202
Beds
$106.6M
Net Revenue
2.2%
Op Margin
39.3%
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 | 202 | 63 | 54 | +0.38σ | P80 | P81 |
| Net Patient Revenue | $106.6M | $59.7M | $36.3M | -0.24σ | P61 | P70 |
| Operating Expenses | $104.3M | $62.7M | $37.1M | -0.25σ | P60 | P70 |
| Net Income | $2.3M | $-2.1M | -315,113 | +0.10σ | P74 | P64 |
| Gross Patient Revenue | $717.5M | $186.6M | $134.7M | -0.09σ | P71 | P74 |
| Total Patient Days | 29,000 | 12,073 | 10,290 | -0.05σ | P70 | P75 |
| Medicare Day % | 17.4% | 30.9% | 28.1% | -0.83σ | P19 | P24 |
| Medicaid Day % | 2.5% | 5.1% | 1.9% | -0.55σ | P31 | P57 |
| Operating Margin | 2.2% | -4.8% | -0.7% | +0.43σ | P67 | P54 |
| Revenue per Bed | 527,561 | $1.2M | 843,354 | -0.49σ | P24 | P34 |
| Occupancy Rate | 39.3% | 53.7% | 52.9% | -0.49σ | P33 | P37 |
| Commercial Payer % | 80.0% | 61.2% | 69.3% | +1.02σ | P86 | P77 |
| Net-to-Gross Ratio | 14.9% | 33.3% | 28.5% | -1.13σ | P8 ▼ | P17 |
| Expense per Bed | 516,192 | $1.2M | 933,465 | -0.44σ | P22 | P33 |
| Revenue per Patient Day | 3,675 | 7,054 | 5,735 | -0.06σ | P24 | P32 |
| Payer Diversity Index | 0.328 | 0.473 | 0.412 | -0.76σ | P16 | P25 |
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% | $106.6M | $156.0M | -0.19σ |
| Operating Margin | 2.1% | 0.0216 | -0.0516 | +0.38σ |
| Occupancy Rate | 44.3% | 0.3933 | 0.4201 | -0.15σ |
| Revenue Per Bed | 2.6% | 527,561 | $1.2M | -0.35σ |
| Net To Gross Ratio | 22.4% | 0.1485 | 0.2337 | -0.49σ |