Statistical Profile — MARION GENERAL HOSPITAL
CCN 360011 | MARION, OH | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
177
Beds
$365.7M
Net Revenue
35.5%
Op Margin
46.8%
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: +2.1σ 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 | 177 | 63 | 77 | +0.24σ | P76 | P75 |
| Net Patient Revenue | $365.7M | $59.7M | $74.7M | +0.31σ | P84 | P84 |
| Operating Expenses | $235.9M | $62.7M | $65.4M | +0.02σ | P76 | P74 |
| Net Income | $129.9M | $-2.1M | -371,404 | +0.99σ | P99 ▲ | P99 ▲ |
| Gross Patient Revenue | $898.8M | $186.6M | $238.2M | +0.01σ | P74 | P74 |
| Total Patient Days | 30,221 | 12,073 | 12,920 | -0.03σ | P70 | P68 |
| Medicare Day % | 30.6% | 30.9% | 26.9% | -0.17σ | P49 | P66 |
| Medicaid Day % | 5.6% | 5.1% | 3.7% | -0.30σ | P53 | P68 |
| Operating Margin | 35.5% | -4.8% | -0.3% | +2.09σ | P99 ▲ | P98 ▲ |
| Revenue per Bed | $2.1M | $1.2M | $1.3M | +0.30σ | P78 | P76 |
| Occupancy Rate | 46.8% | 53.7% | 53.3% | -0.20σ | P42 | P41 |
| Commercial Payer % | 63.7% | 61.2% | 69.1% | +0.22σ | P56 | P31 |
| Net-to-Gross Ratio | 40.7% | 33.3% | 30.7% | +0.10σ | P63 | P75 |
| Expense per Bed | $1.3M | $1.2M | $1.3M | -0.10σ | P54 | P54 |
| Revenue per Patient Day | 12,102 | 7,054 | 7,089 | -0.03σ | P74 | P73 |
| Payer Diversity Index | 0.497 | 0.473 | 0.445 | +0.42σ | P62 | P73 |
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% | $365.7M | $200.1M | +0.65σ |
| Operating Margin | 2.1% | 0.3551 | -0.0546 | +2.16σ |
| Occupancy Rate | 44.3% | 0.4678 | 0.4458 | +0.12σ |
| Revenue Per Bed | 2.6% | $2.1M | $1.3M | +0.38σ |
| Net To Gross Ratio | 22.4% | 0.4069 | 0.2988 | +0.62σ |