Statistical Profile — RIVERSIDE METHODIST HOSPITAL
CCN 360006 | FRANKLIN, OH | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
743
Beds
$1.70B
Net Revenue
3.4%
Op Margin
81.7%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.3σ above national mean
- Net Patient Revenue: +3.2σ above national mean
- Operating Expenses: +2.9σ above national mean
- Gross Patient Revenue: +2.6σ above national mean
- Total Patient Days: +3.7σ 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 | 743 | 63 | 77 | +3.34σ | P98 ▲ | P98 ▲ |
| Net Patient Revenue | $1.70B | $59.7M | $74.7M | +3.17σ | P98 ▲ | P96 ▲ |
| Operating Expenses | $1.64B | $62.7M | $65.4M | +2.91σ | P98 ▲ | P97 ▲ |
| Net Income | $58.5M | $-2.1M | -371,404 | +0.49σ | P96 ▲ | P95 ▲ |
| Gross Patient Revenue | $5.78B | $186.6M | $238.2M | +2.57σ | P98 ▲ | P97 ▲ |
| Total Patient Days | 221,488 | 12,073 | 12,920 | +3.69σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 23.0% | 30.9% | 26.9% | -0.55σ | P31 | P38 |
| Medicaid Day % | 7.0% | 5.1% | 3.7% | -0.20σ | P61 | P78 |
| Operating Margin | 3.4% | -4.8% | -0.3% | +0.49σ | P71 | P61 |
| Revenue per Bed | $2.3M | $1.2M | $1.3M | +0.42σ | P83 | P82 |
| Occupancy Rate | 81.7% | 53.7% | 53.3% | +1.18σ | P88 | P94 ▲ |
| Commercial Payer % | 70.0% | 61.2% | 69.1% | +0.53σ | P70 | P54 |
| Net-to-Gross Ratio | 29.4% | 33.3% | 30.7% | -0.44σ | P41 | P46 |
| Expense per Bed | $2.2M | $1.2M | $1.3M | +0.26σ | P80 | P84 |
| Revenue per Patient Day | 7,670 | 7,054 | 7,089 | -0.05σ | P54 | P54 |
| Payer Diversity Index | 0.452 | 0.473 | 0.445 | +0.11σ | P42 | P53 |
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% | $1.70B | $1.75B | -0.20σ |
| Operating Margin | 2.1% | 0.0344 | -0.0240 | +0.31σ |
| Occupancy Rate | 44.3% | 0.8171 | 0.9835 | -0.91σ |
| Revenue Per Bed | 2.6% | $2.3M | $2.4M | -0.03σ |
| Net To Gross Ratio | 22.4% | 0.2938 | 0.2584 | +0.20σ |