Statistical Profile — SAGE SPECIALTY CARE HOSPITAL
CCN 192008 | LIVINGSTON PARISH, LA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
59
Beds
$18.4M
Net Revenue
2.9%
Op Margin
47.9%
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.
- Medicaid Day %: +4.6σ above national mean
- Commercial Payer %: -2.0σ below 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 | 59 | 63 | 36 | -0.41σ | P48 | P71 |
| Net Patient Revenue | $18.4M | $59.7M | $18.5M | -0.43σ | P20 | P49 |
| Operating Expenses | $17.8M | $62.7M | $20.1M | -0.43σ | P17 | P45 |
| Net Income | 537,621 | $-2.1M | -649,318 | +0.09σ | P66 | P70 |
| Gross Patient Revenue | $66.9M | $186.6M | $50.9M | -0.43σ | P31 | P56 |
| Total Patient Days | 10,320 | 12,073 | 6,146 | -0.41σ | P47 | P68 |
| Medicare Day % | 14.6% | 30.9% | 32.7% | -0.97σ | P16 | P19 |
| Medicaid Day % | 68.0% | 5.1% | 2.3% | +4.62σ | P99 ▲ | P98 ▲ |
| Operating Margin | 2.9% | -4.8% | -3.5% | +0.47σ | P69 | P68 |
| Revenue per Bed | 311,547 | $1.2M | 583,748 | -0.61σ | P11 | P27 |
| Occupancy Rate | 47.9% | 53.7% | 51.9% | -0.15σ | P43 | P45 |
| Commercial Payer % | 17.4% | 61.2% | 59.8% | -2.03σ | P3 ▼ | P6 ▼ |
| Net-to-Gross Ratio | 27.5% | 33.3% | 37.8% | -0.53σ | P35 | P29 |
| Expense per Bed | 302,435 | $1.2M | 602,097 | -0.52σ | P9 ▼ | P28 |
| Revenue per Patient Day | 1,781 | 7,054 | 5,062 | -0.07σ | P15 | P38 |
| Payer Diversity Index | 0.486 | 0.473 | 0.443 | +0.35σ | P56 | P66 |
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% | $18.4M | $63.9M | -0.18σ |
| Operating Margin | 2.1% | 0.0292 | -0.1654 | +1.02σ |
| Occupancy Rate | 44.3% | 0.4792 | 0.5350 | -0.31σ |
| Revenue Per Bed | 2.6% | 311,547 | $1.2M | -0.47σ |
| Net To Gross Ratio | 22.4% | 0.2748 | 0.5776 | -1.75σ |