Statistical Profile — MOUNT CARMEL HEALTH
CCN 360035 | FRANKLIN, OH | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
520
Beds
$735.8M
Net Revenue
-11.5%
Op Margin
64.7%
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.
- Beds: +2.1σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OH (n=235) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OH Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 520 | 63 | 77 | +2.12σ | P96 ▲ | P95 ▲ |
| Net Patient Revenue | $735.8M | $59.7M | $74.7M | +1.10σ | P93 ▲ | P91 ▲ |
| Operating Expenses | $820.7M | $62.7M | $65.4M | +1.22σ | P94 ▲ | P91 ▲ |
| Net Income | $-84.9M | $-2.1M | -371,404 | -0.50σ | P6 ▼ | P4 ▼ |
| Gross Patient Revenue | $2.80B | $186.6M | $238.2M | +1.00σ | P91 ▲ | P91 ▲ |
| Total Patient Days | 122,218 | 12,073 | 12,920 | +1.76σ | P95 ▲ | P95 ▲ |
| Medicare Day % | 18.2% | 30.9% | 26.9% | -0.79σ | P21 | P19 |
| Medicaid Day % | 7.6% | 5.1% | 3.7% | -0.15σ | P64 | P82 |
| Operating Margin | -11.5% | -4.8% | -0.3% | -0.25σ | P34 | P25 |
| Revenue per Bed | $1.4M | $1.2M | $1.3M | -0.04σ | P59 | P57 |
| Occupancy Rate | 64.7% | 53.7% | 53.3% | +0.51σ | P64 | P67 |
| Commercial Payer % | 74.1% | 61.2% | 69.1% | +0.73σ | P78 | P70 |
| Net-to-Gross Ratio | 26.3% | 33.3% | 30.7% | -0.58σ | P32 | P32 |
| Expense per Bed | $1.6M | $1.2M | $1.3M | +0.00σ | P63 | P64 |
| Revenue per Patient Day | 6,020 | 7,054 | 7,089 | -0.05σ | P41 | P40 |
| Payer Diversity Index | 0.411 | 0.473 | 0.445 | -0.18σ | P30 | P34 |
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% | $735.8M | $882.9M | -0.58σ |
| Operating Margin | 2.1% | -0.1154 | -0.0597 | -0.29σ |
| Occupancy Rate | 44.3% | 0.6468 | 0.5555 | +0.50σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.4M | +0.02σ |
| Net To Gross Ratio | 22.4% | 0.2632 | 0.2360 | +0.16σ |