Statistical Profile — FRANKLIN GENERAL HOSPITAL
CCN 161308 | FRANKLIN, IA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$23.9M
Net Revenue
-12.4%
Op Margin
28.2%
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.
- Medicare Day %: +2.8σ above national mean
- Commercial Payer %: -2.4σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IA (n=124) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 25 | -0.59σ | P16 | P22 |
| Net Patient Revenue | $23.9M | $59.7M | $36.8M | -0.42σ | P27 | P28 |
| Operating Expenses | $26.9M | $62.7M | $38.8M | -0.41σ | P28 | P31 |
| Net Income | $-3.0M | $-2.1M | $-3.0M | +0.07σ | P45 | P50 |
| Gross Patient Revenue | $39.9M | $186.6M | $73.9M | -0.44σ | P20 | P24 |
| Total Patient Days | 2,576 | 12,073 | 2,364 | -0.56σ | P20 | P53 |
| Medicare Day % | 89.5% | 30.9% | 53.5% | +2.78σ | P99 ▲ | P98 ▲ |
| Operating Margin | -12.4% | -4.8% | -8.2% | -0.30σ | P32 | P34 |
| Revenue per Bed | 955,358 | $1.2M | $1.3M | -0.27σ | P41 | P27 |
| Occupancy Rate | 28.2% | 53.7% | 26.6% | -0.93σ | P22 | P53 |
| Commercial Payer % | 10.5% | 61.2% | 41.3% | -2.37σ | P1 ▼ | P1 ▼ |
| Net-to-Gross Ratio | 59.8% | 33.3% | 50.8% | +1.02σ | P84 | P77 |
| Expense per Bed | $1.1M | $1.2M | $1.4M | -0.20σ | P43 | P32 |
| Revenue per Patient Day | 9,272 | 7,054 | 16,230 | -0.04σ | P62 | P20 |
| Payer Diversity Index | 0.188 | 0.473 | 0.488 | -1.74σ | P8 ▼ | P2 ▼ |
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% | $23.9M | nan | +nanσ |
| Operating Margin | 2.1% | -0.1245 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.2823 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 955,358 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.5985 | nan | +nanσ |