Statistical Profile — VALIR REHAB HOSPITAL
CCN 373025 | OKLAHOMA, OK | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
50
Beds
$16.8M
Net Revenue
-23.3%
Op Margin
77.8%
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.
- Medicaid Day %: +2.3σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OK (n=147) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OK Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 50 | 63 | 36 | -0.46σ | P44 | P63 |
| Net Patient Revenue | $16.8M | $59.7M | $24.2M | -0.44σ | P18 | P38 |
| Operating Expenses | $20.8M | $62.7M | $27.4M | -0.42σ | P21 | P40 |
| Net Income | $-3.9M | $-2.1M | $-2.4M | +0.06σ | P41 | P38 |
| Gross Patient Revenue | $25.9M | $186.6M | $67.3M | -0.45σ | P12 | P25 |
| Total Patient Days | 14,197 | 12,073 | 4,669 | -0.34σ | P53 | P72 |
| Medicare Day % | 43.3% | 30.9% | 42.3% | +0.47σ | P72 | P52 |
| Medicaid Day % | 38.1% | 5.1% | 16.5% | +2.27σ | P96 ▲ | P85 |
| Operating Margin | -23.3% | -4.8% | -8.8% | -0.84σ | P17 | P26 |
| Revenue per Bed | 336,864 | $1.2M | 791,494 | -0.59σ | P13 | P19 |
| Occupancy Rate | 77.8% | 53.7% | 37.9% | +1.02σ | P83 | P86 |
| Commercial Payer % | 18.6% | 61.2% | 37.2% | -1.98σ | P3 ▼ | P10 ▼ |
| Net-to-Gross Ratio | 65.1% | 33.3% | 28.3% | +1.27σ | P88 | P89 |
| Expense per Bed | 415,373 | $1.2M | 891,796 | -0.48σ | P16 | P19 |
| Revenue per Patient Day | 1,186 | 7,054 | 6,241 | -0.07σ | P7 ▼ | P7 ▼ |
| Payer Diversity Index | 0.633 | 0.473 | 0.552 | +1.37σ | P96 ▲ | P75 |
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% | $16.8M | $121.7M | -0.41σ |
| Operating Margin | 2.1% | -0.2331 | -0.1176 | -0.61σ |
| Occupancy Rate | 44.3% | 0.7779 | 0.4926 | +1.56σ |
| Revenue Per Bed | 2.6% | 336,864 | $1.5M | -0.59σ |
| Net To Gross Ratio | 22.4% | 0.6509 | 0.5557 | +0.55σ |