Statistical Profile — CLAIBORNE COUNTY HOSPITAL
CCN 251320 | CLAIBORNE, MS | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
22
Beds
$7.8M
Net Revenue
-49.5%
Op Margin
27.7%
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.
- Medicare Day %: +2.3σ above national mean
- Operating Margin: -2.1σ below national mean
- Commercial Payer %: -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 | 22 | 63 | 38 | -0.61σ | P13 | P13 |
| Net Patient Revenue | $7.8M | $59.7M | $26.2M | -0.45σ | P5 ▼ | P10 |
| Operating Expenses | $11.6M | $62.7M | $27.2M | -0.44σ | P8 ▼ | P15 |
| Net Income | $-3.9M | $-2.1M | $-2.7M | +0.06σ | P41 | P42 |
| Gross Patient Revenue | $28.1M | $186.6M | $69.8M | -0.45σ | P13 | P21 |
| Total Patient Days | 2,224 | 12,073 | 5,032 | -0.57σ | P18 | P17 |
| Medicare Day % | 80.7% | 30.9% | 46.7% | +2.34σ | P98 ▲ | P89 |
| Medicaid Day % | 1.8% | 5.1% | 6.6% | -0.60σ | P24 | P29 |
| Operating Margin | -49.5% | -4.8% | -12.5% | -2.14σ | P6 ▼ | P8 ▼ |
| Revenue per Bed | 353,774 | $1.2M | 689,029 | -0.58σ | P14 | P19 |
| Occupancy Rate | 27.7% | 53.7% | 38.6% | -0.95σ | P22 | P31 |
| Commercial Payer % | 17.5% | 61.2% | 41.9% | -2.03σ | P3 ▼ | P11 |
| Net-to-Gross Ratio | 27.7% | 33.3% | 32.9% | -0.52σ | P36 | P36 |
| Expense per Bed | 528,921 | $1.2M | 772,562 | -0.43σ | P23 | P27 |
| Revenue per Patient Day | 3,500 | 7,054 | 5,561 | -0.06σ | P23 | P18 |
| Payer Diversity Index | 0.318 | 0.473 | 0.500 | -0.83σ | P16 | P15 |
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% | $7.8M | $26.7M | -0.07σ |
| Operating Margin | 2.1% | -0.4951 | -0.0842 | -2.16σ |
| Occupancy Rate | 44.3% | 0.2770 | 0.2708 | +0.03σ |
| Revenue Per Bed | 2.6% | 353,774 | $1.4M | -0.57σ |
| Net To Gross Ratio | 22.4% | 0.2768 | 0.5606 | -1.64σ |