Statistical Profile — JOHN C. STENNIS MEMORIAL HOSPITAL
CCN 251335 | KEMPER, MS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$19.2M
Net Revenue
-12.2%
Op Margin
32.8%
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.
- Medicare Day %: +2.1σ above 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 | 25 | 63 | 38 | -0.59σ | P16 | P17 |
| Net Patient Revenue | $19.2M | $59.7M | $26.2M | -0.43σ | P21 | P36 |
| Operating Expenses | $21.6M | $62.7M | $27.2M | -0.42σ | P22 | P35 |
| Net Income | $-2.3M | $-2.1M | $-2.7M | +0.07σ | P48 | P55 |
| Gross Patient Revenue | $38.2M | $186.6M | $69.8M | -0.45σ | P19 | P30 |
| Total Patient Days | 2,994 | 12,073 | 5,032 | -0.55σ | P23 | P23 |
| Medicare Day % | 76.9% | 30.9% | 46.7% | +2.15σ | P97 ▲ | P81 |
| Medicaid Day % | 0.8% | 5.1% | 6.6% | -0.68σ | P12 | P20 |
| Operating Margin | -12.2% | -4.8% | -12.5% | -0.29σ | P33 | P51 |
| Revenue per Bed | 768,358 | $1.2M | 689,029 | -0.37σ | P34 | P58 |
| Occupancy Rate | 32.8% | 53.7% | 38.6% | -0.75σ | P27 | P38 |
| Commercial Payer % | 22.3% | 61.2% | 41.9% | -1.79σ | P5 ▼ | P20 |
| Net-to-Gross Ratio | 50.3% | 33.3% | 32.9% | +0.56σ | P75 | P69 |
| Expense per Bed | 862,223 | $1.2M | 772,562 | -0.29σ | P35 | P55 |
| Revenue per Patient Day | 6,416 | 7,054 | 5,561 | -0.05σ | P44 | P60 |
| Payer Diversity Index | 0.359 | 0.473 | 0.500 | -0.54σ | P20 | P23 |
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% | $19.2M | $31.1M | -0.05σ |
| Operating Margin | 2.1% | -0.1222 | -0.0785 | -0.23σ |
| Occupancy Rate | 44.3% | 0.3281 | 0.2929 | +0.19σ |
| Revenue Per Bed | 2.6% | 768,358 | $1.5M | -0.36σ |
| Net To Gross Ratio | 22.4% | 0.5026 | 0.5372 | -0.20σ |