Statistical Profile — METHODIST DALLAS MEDICAL CENTER
CCN 450051 | DALLAS, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
375
Beds
$555.7M
Net Revenue
-5.4%
Op Margin
66.6%
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 | 375 | 63 | 54 | +1.32σ | P92 ▲ | P92 ▲ |
| Net Patient Revenue | $555.7M | $59.7M | $36.3M | +0.72σ | P90 | P93 ▲ |
| Operating Expenses | $585.6M | $62.7M | $37.1M | +0.74σ | P91 ▲ | P93 ▲ |
| Net Income | $-30.0M | $-2.1M | -315,113 | -0.12σ | P15 | P6 ▼ |
| Gross Patient Revenue | $2.20B | $186.6M | $134.7M | +0.69σ | P88 | P87 |
| Total Patient Days | 91,098 | 12,073 | 10,290 | +1.16σ | P91 ▲ | P91 ▲ |
| Medicare Day % | 14.2% | 30.9% | 28.1% | -0.99σ | P15 | P18 |
| Medicaid Day % | 4.3% | 5.1% | 1.9% | -0.41σ | P45 | P69 |
| Operating Margin | -5.4% | -4.8% | -0.7% | +0.05σ | P48 | P42 |
| Revenue per Bed | $1.5M | $1.2M | 843,354 | -0.00σ | P62 | P76 |
| Occupancy Rate | 66.6% | 53.7% | 52.9% | +0.58σ | P67 | P67 |
| Commercial Payer % | 81.5% | 61.2% | 69.3% | +1.09σ | P88 | P79 |
| Net-to-Gross Ratio | 25.2% | 33.3% | 28.5% | -0.64σ | P30 | P44 |
| Expense per Bed | $1.6M | $1.2M | 933,465 | -0.00σ | P62 | P77 |
| Revenue per Patient Day | 6,100 | 7,054 | 5,735 | -0.05σ | P42 | P52 |
| Payer Diversity Index | 0.313 | 0.473 | 0.412 | -0.86σ | P15 | P23 |
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% | $555.7M | $647.0M | -0.36σ |
| Operating Margin | 2.1% | -0.0539 | -0.0570 | +0.02σ |
| Occupancy Rate | 44.3% | 0.6656 | 0.5763 | +0.49σ |
| Revenue Per Bed | 2.6% | $1.5M | $1.5M | -0.01σ |
| Net To Gross Ratio | 22.4% | 0.2520 | 0.2732 | -0.12σ |