Statistical Profile — WEATHERFORD REHABILITATION HOSPITAL
CCN 673062 | PARKER, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
26
Beds
$12.5M
Net Revenue
25.4%
Op Margin
76.5%
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.
- Medicare Day %: +2.2σ 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 | 26 | 63 | 54 | -0.59σ | P30 | P27 |
| Net Patient Revenue | $12.5M | $59.7M | $36.3M | -0.44σ | P11 | P17 |
| Operating Expenses | $9.3M | $62.7M | $37.1M | -0.45σ | P5 ▼ | P6 ▼ |
| Net Income | $3.2M | $-2.1M | -315,113 | +0.11σ | P76 | P67 |
| Gross Patient Revenue | $17.1M | $186.6M | $134.7M | -0.46σ | P7 ▼ | P9 ▼ |
| Total Patient Days | 7,259 | 12,073 | 10,290 | -0.47σ | P41 | P43 |
| Medicare Day % | 77.4% | 30.9% | 28.1% | +2.17σ | P97 ▲ | P97 ▲ |
| Operating Margin | 25.4% | -4.8% | -0.7% | +1.59σ | P96 ▲ | P92 ▲ |
| Revenue per Bed | 479,396 | $1.2M | 843,354 | -0.52σ | P21 | P29 |
| Occupancy Rate | 76.5% | 53.7% | 52.9% | +0.97σ | P81 | P81 |
| Commercial Payer % | 22.6% | 61.2% | 69.3% | -1.78σ | P5 ▼ | P3 ▼ |
| Net-to-Gross Ratio | 72.8% | 33.3% | 28.5% | +1.64σ | P92 ▲ | P93 ▲ |
| Expense per Bed | 357,499 | $1.2M | 933,465 | -0.50σ | P13 | P17 |
| Revenue per Patient Day | 1,717 | 7,054 | 5,735 | -0.07σ | P13 | P19 |
| Payer Diversity Index | 0.350 | 0.473 | 0.412 | -0.60σ | P19 | P30 |
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% | $12.5M | nan | +nanσ |
| Operating Margin | 2.1% | 0.2543 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.7649 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 479,396 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.7281 | nan | +nanσ |