Statistical Profile — FRANKLIN COUNTY HOSPITAL
CCN 251330 | FRANKLIN, MS | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$18.9M
Net Revenue
1.1%
Op Margin
46.7%
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 %: +3.0σ above national mean
- Commercial Payer %: -2.6σ below national mean
- Payer Diversity Index: -2.4σ 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 | 25 | 63 | 38 | -0.59σ | P16 | P17 |
| Net Patient Revenue | $18.9M | $59.7M | $26.2M | -0.43σ | P21 | P34 |
| Operating Expenses | $18.7M | $62.7M | $27.2M | -0.43σ | P18 | P30 |
| Net Income | 212,930 | $-2.1M | $-2.7M | +0.09σ | P64 | P79 |
| Gross Patient Revenue | $25.9M | $186.6M | $69.8M | -0.45σ | P12 | P18 |
| Total Patient Days | 4,261 | 12,073 | 5,032 | -0.53σ | P30 | P39 |
| Medicare Day % | 94.8% | 30.9% | 46.7% | +3.05σ | P100 ▲ | P95 ▲ |
| Medicaid Day % | 0.0% | 5.1% | 6.6% | -0.75σ | P0 ▼ | P1 ▼ |
| Operating Margin | 1.1% | -4.8% | -12.5% | +0.38σ | P65 | P82 |
| Revenue per Bed | 756,665 | $1.2M | 689,029 | -0.38σ | P34 | P55 |
| Occupancy Rate | 46.7% | 53.7% | 38.6% | -0.20σ | P42 | P65 |
| Commercial Payer % | 5.2% | 61.2% | 41.9% | -2.63σ | P1 ▼ | P4 ▼ |
| Net-to-Gross Ratio | 73.0% | 33.3% | 32.9% | +1.65σ | P92 ▲ | P94 ▲ |
| Expense per Bed | 748,148 | $1.2M | 772,562 | -0.34σ | P31 | P47 |
| Revenue per Patient Day | 4,439 | 7,054 | 5,561 | -0.06σ | P28 | P32 |
| Payer Diversity Index | 0.099 | 0.473 | 0.500 | -2.36σ | P5 ▼ | P5 ▼ |
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% | $18.9M | $58.8M | -0.16σ |
| Operating Margin | 2.1% | 0.0113 | -0.0868 | +0.52σ |
| Occupancy Rate | 44.3% | 0.4670 | 0.2286 | +1.31σ |
| Revenue Per Bed | 2.6% | 756,665 | $1.4M | -0.36σ |
| Net To Gross Ratio | 22.4% | 0.7298 | 0.6019 | +0.74σ |