Statistical Profile — METHODIST RICHARDSON MEDICAL CENTER
CCN 450537 | DALLAS, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
247
Beds
$449.2M
Net Revenue
14.6%
Op Margin
75.2%
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 | 247 | 63 | 54 | +0.62σ | P84 | P85 |
| Net Patient Revenue | $449.2M | $59.7M | $36.3M | +0.49σ | P87 | P91 ▲ |
| Operating Expenses | $383.4M | $62.7M | $37.1M | +0.32σ | P85 | P89 |
| Net Income | $65.7M | $-2.1M | -315,113 | +0.54σ | P96 ▲ | P93 ▲ |
| Gross Patient Revenue | $1.79B | $186.6M | $134.7M | +0.48σ | P86 | P85 |
| Total Patient Days | 67,801 | 12,073 | 10,290 | +0.70σ | P87 | P88 |
| Medicare Day % | 22.3% | 30.9% | 28.1% | -0.58σ | P29 | P36 |
| Medicaid Day % | 1.4% | 5.1% | 1.9% | -0.64σ | P19 | P43 |
| Operating Margin | 14.6% | -4.8% | -0.7% | +1.05σ | P88 | P80 |
| Revenue per Bed | $1.8M | $1.2M | 843,354 | +0.17σ | P73 | P85 |
| Occupancy Rate | 75.2% | 53.7% | 52.9% | +0.92σ | P79 | P78 |
| Commercial Payer % | 76.3% | 61.2% | 69.3% | +0.84σ | P82 | P68 |
| Net-to-Gross Ratio | 25.0% | 33.3% | 28.5% | -0.64σ | P30 | P43 |
| Expense per Bed | $1.6M | $1.2M | 933,465 | -0.01σ | P62 | P77 |
| Revenue per Patient Day | 6,625 | 7,054 | 5,735 | -0.05σ | P46 | P56 |
| Payer Diversity Index | 0.367 | 0.473 | 0.412 | -0.48σ | P21 | P34 |
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% | $449.2M | $516.3M | -0.26σ |
| Operating Margin | 2.1% | 0.1463 | -0.0382 | +0.97σ |
| Occupancy Rate | 44.3% | 0.7520 | 0.6502 | +0.56σ |
| Revenue Per Bed | 2.6% | $1.8M | $1.8M | +0.01σ |
| Net To Gross Ratio | 22.4% | 0.2504 | 0.2993 | -0.28σ |