Statistical Profile — SOUTH MISSISSIPPI STATE HOSPITAL
CCN 254008 | LAMAR, MS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
50
Beds
$1.9M
Net Revenue
-50.0%
Op Margin
93.3%
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.
- Operating Margin: -2.2σ below national mean
- Payer Diversity Index: -2.0σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MS (n=110) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MS Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 50 | 63 | 38 | -0.46σ | P44 | P64 |
| Net Patient Revenue | $1.9M | $59.7M | $26.2M | -0.47σ | P1 ▼ | P3 ▼ |
| Operating Expenses | $9.0M | $62.7M | $27.2M | -0.45σ | P5 ▼ | P8 ▼ |
| Net Income | $-7.1M | $-2.1M | $-2.7M | +0.04σ | P33 | P26 |
| Gross Patient Revenue | $9.6M | $186.6M | $69.8M | -0.46σ | P3 ▼ | P7 ▼ |
| Total Patient Days | 17,021 | 12,073 | 5,032 | -0.28σ | P57 | P78 |
| Medicare Day % | 8.1% | 30.9% | 46.7% | -1.30σ | P9 ▼ | P4 ▼ |
| Operating Margin | -50.0% | -4.8% | -12.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 37,154 | $1.2M | 689,029 | -0.75σ | P1 ▼ | P2 ▼ |
| Occupancy Rate | 93.3% | 53.7% | 38.6% | +1.63σ | P97 ▲ | P98 ▲ |
| Commercial Payer % | 91.9% | 61.2% | 41.9% | +1.60σ | P94 ▲ | P96 ▲ |
| Net-to-Gross Ratio | 19.3% | 33.3% | 32.9% | -0.92σ | P17 | P21 |
| Expense per Bed | 179,313 | $1.2M | 772,562 | -0.57σ | P3 ▼ | P5 ▼ |
| Revenue per Patient Day | 109.1418 | 7,054 | 5,561 | -0.07σ | P0 ▼ | P1 ▼ |
| Payer Diversity Index | 0.149 | 0.473 | 0.500 | -2.01σ | P7 ▼ | 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 |
|---|---|---|---|---|
| Net Patient Revenue | 74.0% | $1.9M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.9327 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 37,154 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.1931 | nan | +nanσ |