Statistical Profile — JEFFERSON COUNTY HOSPITAL
CCN 250060 | JEFFERSON, MS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
12
Beds
$6.9M
Net Revenue
-50.0%
Op Margin
50.0%
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.
- Operating Margin: -2.2σ 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 | 12 | 63 | 38 | -0.66σ | P3 ▼ | P1 ▼ |
| Net Patient Revenue | $6.9M | $59.7M | $26.2M | -0.46σ | P4 ▼ | P9 ▼ |
| Operating Expenses | $10.7M | $62.7M | $27.2M | -0.44σ | P7 ▼ | P12 |
| Net Income | $-3.8M | $-2.1M | $-2.7M | +0.06σ | P42 | P43 |
| Gross Patient Revenue | $19.3M | $186.6M | $69.8M | -0.46σ | P8 ▼ | P12 |
| Total Patient Days | 2,192 | 12,073 | 5,032 | -0.57σ | P18 | P16 |
| Medicare Day % | 35.6% | 30.9% | 46.7% | +0.08σ | P60 | P31 |
| Operating Margin | -50.0% | -4.8% | -12.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 572,153 | $1.2M | 689,029 | -0.47σ | P26 | P37 |
| Occupancy Rate | 50.0% | 53.7% | 38.6% | -0.07σ | P45 | P67 |
| Commercial Payer % | 64.4% | 61.2% | 41.9% | +0.26σ | P57 | P90 ▲ |
| Net-to-Gross Ratio | 35.6% | 33.3% | 32.9% | -0.14σ | P55 | P54 |
| Expense per Bed | 888,184 | $1.2M | 772,562 | -0.28σ | P36 | P59 |
| Revenue per Patient Day | 3,132 | 7,054 | 5,561 | -0.06σ | P22 | P15 |
| Payer Diversity Index | 0.458 | 0.473 | 0.500 | +0.15σ | P44 | P38 |
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% | $6.9M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.5005 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 572,153 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.3564 | nan | +nanσ |