Statistical Profile — REHAB HOSPITAL OF FLOWER MOUND
CCN 673076 | nan, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
29
Beds
$12.9M
Net Revenue
11.3%
Op Margin
72.6%
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 | 29 | 63 | 54 | -0.57σ | P31 | P30 |
| Net Patient Revenue | $12.9M | $59.7M | $36.3M | -0.44σ | P12 | P18 |
| Operating Expenses | $11.5M | $62.7M | $37.1M | -0.44σ | P8 ▼ | P10 |
| Net Income | $1.5M | $-2.1M | -315,113 | +0.10σ | P71 | P60 |
| Gross Patient Revenue | $17.8M | $186.6M | $134.7M | -0.46σ | P7 ▼ | P10 ▼ |
| Total Patient Days | 7,680 | 12,073 | 10,290 | -0.46σ | P42 | P45 |
| Medicare Day % | 77.0% | 30.9% | 28.1% | +2.15σ | P97 ▲ | P97 ▲ |
| Operating Margin | 11.3% | -4.8% | -0.7% | +0.89σ | P84 | P74 |
| Revenue per Bed | 445,381 | $1.2M | 843,354 | -0.54σ | P19 | P26 |
| Occupancy Rate | 72.6% | 53.7% | 52.9% | +0.82σ | P75 | P75 |
| Commercial Payer % | 23.0% | 61.2% | 69.3% | -1.76σ | P5 ▼ | P3 ▼ |
| Net-to-Gross Ratio | 72.7% | 33.3% | 28.5% | +1.63σ | P92 ▲ | P92 ▲ |
| Expense per Bed | 394,869 | $1.2M | 933,465 | -0.49σ | P15 | P20 |
| Revenue per Patient Day | 1,682 | 7,054 | 5,735 | -0.07σ | P13 | P17 |
| Payer Diversity Index | 0.355 | 0.473 | 0.412 | -0.57σ | P19 | P32 |
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% | $12.9M | nan | +nanσ |
| Operating Margin | 2.1% | 0.1134 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.7256 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 445,381 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.7267 | nan | +nanσ |