Statistical Profile — SPECIALTY REHABILITATION HOSPITAL
CCN 193080 | RED RIVER PARISH, LA | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
12
Beds
$5.5M
Net Revenue
11.8%
Op Margin
81.8%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
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 %: +2.1σ above national mean
- Commercial Payer %: -2.4σ below national mean
- Net-to-Gross Ratio: +2.1σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and LA (n=212) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | LA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 12 | 63 | 36 | -0.66σ | P3 ▼ | P4 ▼ |
| Net Patient Revenue | $5.5M | $59.7M | $18.5M | -0.46σ | P3 ▼ | P8 ▼ |
| Operating Expenses | $4.9M | $62.7M | $20.1M | -0.46σ | P1 ▼ | P8 ▼ |
| Net Income | 653,386 | $-2.1M | -649,318 | +0.09σ | P67 | P71 |
| Gross Patient Revenue | $6.6M | $186.6M | $50.9M | -0.46σ | P2 ▼ | P4 ▼ |
| Total Patient Days | 3,584 | 12,073 | 6,146 | -0.54σ | P26 | P32 |
| Medicare Day % | 75.9% | 30.9% | 32.7% | +2.10σ | P96 ▲ | P96 ▲ |
| Medicaid Day % | 14.8% | 5.1% | 2.3% | +0.42σ | P81 | P75 |
| Operating Margin | 11.8% | -4.8% | -3.5% | +0.91σ | P85 | P87 |
| Revenue per Bed | 459,957 | $1.2M | 583,748 | -0.53σ | P20 | P43 |
| Occupancy Rate | 81.8% | 53.7% | 51.9% | +1.18σ | P88 | P92 ▲ |
| Commercial Payer % | 9.3% | 61.2% | 59.8% | -2.43σ | P1 ▼ | P3 ▼ |
| Net-to-Gross Ratio | 83.0% | 33.3% | 37.8% | +2.13σ | P96 ▲ | P95 ▲ |
| Expense per Bed | 405,508 | $1.2M | 602,097 | -0.48σ | P16 | P36 |
| Revenue per Patient Day | 1,540 | 7,054 | 5,062 | -0.07σ | P11 | P31 |
| Payer Diversity Index | 0.393 | 0.473 | 0.443 | -0.30σ | P26 | P41 |
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% | $5.5M | $50.2M | -0.17σ |
| Operating Margin | 2.1% | 0.1184 | -0.1029 | +1.17σ |
| Occupancy Rate | 44.3% | 0.8183 | 0.3232 | +2.71σ |
| Revenue Per Bed | 2.6% | 459,957 | $1.5M | -0.53σ |
| Net To Gross Ratio | 22.4% | 0.8305 | 0.6070 | +1.29σ |