Statistical Profile — SOUTHEAST REGIONAL MEDICAL CENTER
CCN 190314 | nan, LA | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
14
Beds
—
Net Revenue
nan%
Op Margin
48.4%
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.
- Medicaid Day %: +6.7σ above national mean
- Commercial Payer %: -2.8σ below national mean
- Payer Diversity Index: -2.2σ 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 | 14 | 63 | 36 | -0.65σ | P4 ▼ | P5 ▼ |
| Operating Expenses | $2.7M | $62.7M | $20.1M | -0.46σ | P0 ▼ | P1 ▼ |
| Net Income | $-2.7M | $-2.1M | -649,318 | +0.07σ | P46 | P34 |
| Total Patient Days | 2,475 | 12,073 | 6,146 | -0.56σ | P20 | P25 |
| Medicare Day % | 4.2% | 30.9% | 32.7% | -1.49σ | P5 ▼ | P4 ▼ |
| Medicaid Day % | 93.8% | 5.1% | 2.3% | +6.66σ | P100 ▲ | P99 ▲ |
| Occupancy Rate | 48.4% | 53.7% | 51.9% | -0.13σ | P44 | P45 |
| Commercial Payer % | 2.0% | 61.2% | 59.8% | -2.78σ | P0 ▼ | P1 ▼ |
| Expense per Bed | 195,951 | $1.2M | 602,097 | -0.57σ | P3 ▼ | P8 ▼ |
| Payer Diversity Index | 0.118 | 0.473 | 0.443 | -2.23σ | P6 ▼ | P8 ▼ |
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 |
|---|---|---|---|---|
| Occupancy Rate | 44.3% | 0.4843 | 0.5323 | -0.26σ |