Statistical Profile — METHODIST REHABILITATION HOSPITAL
CCN 673031 | DALLAS, TX | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
50
Beds
$30.1M
Net Revenue
35.0%
Op Margin
83.5%
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.
- Operating Margin: +2.1σ above national mean
- Net-to-Gross Ratio: +2.4σ 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 | 50 | 63 | 54 | -0.46σ | P44 | P48 |
| Net Patient Revenue | $30.1M | $59.7M | $36.3M | -0.41σ | P33 | P43 |
| Operating Expenses | $19.6M | $62.7M | $37.1M | -0.43σ | P19 | P27 |
| Net Income | $10.5M | $-2.1M | -315,113 | +0.16σ | P86 | P79 |
| Gross Patient Revenue | $33.8M | $186.6M | $134.7M | -0.45σ | P16 | P21 |
| Total Patient Days | 15,237 | 12,073 | 10,290 | -0.32σ | P55 | P58 |
| Medicare Day % | 46.1% | 30.9% | 28.1% | +0.61σ | P76 | P71 |
| Operating Margin | 35.0% | -4.8% | -0.7% | +2.07σ | P98 ▲ | P98 ▲ |
| Revenue per Bed | 601,843 | $1.2M | 843,354 | -0.46σ | P28 | P39 |
| Occupancy Rate | 83.5% | 53.7% | 52.9% | +1.25σ | P90 | P90 |
| Commercial Payer % | 53.9% | 61.2% | 69.3% | -0.25σ | P37 | P29 |
| Net-to-Gross Ratio | 89.0% | 33.3% | 28.5% | +2.42σ | P97 ▲ | P96 ▲ |
| Expense per Bed | 391,371 | $1.2M | 933,465 | -0.49σ | P15 | P19 |
| Revenue per Patient Day | 1,975 | 7,054 | 5,735 | -0.07σ | P17 | P25 |
| Payer Diversity Index | 0.497 | 0.473 | 0.412 | +0.42σ | P63 | P87 |
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% | $30.1M | nan | +nanσ |
| Operating Margin | 2.1% | 0.3497 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.8349 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 601,843 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.8904 | nan | +nanσ |