Statistical Profile — MIAMI VALLEY HOSPITAL
CCN 360051 | MONTGOMERY, OH | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
893
Beds
$1.29B
Net Revenue
9.8%
Op Margin
67.4%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +4.2σ above national mean
- Net Patient Revenue: +2.3σ 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 | 893 | 63 | 77 | +4.16σ | P99 ▲ | P99 ▲ |
| Net Patient Revenue | $1.29B | $59.7M | $74.7M | +2.28σ | P97 ▲ | P95 ▲ |
| Operating Expenses | $1.16B | $62.7M | $65.4M | +1.92σ | P96 ▲ | P94 ▲ |
| Net Income | $126.2M | $-2.1M | -371,404 | +0.96σ | P98 ▲ | P98 ▲ |
| Gross Patient Revenue | $5.87B | $186.6M | $238.2M | +2.61σ | P98 ▲ | P97 ▲ |
| Total Patient Days | 219,830 | 12,073 | 12,920 | +3.66σ | P99 ▲ | P98 ▲ |
| Medicare Day % | 20.9% | 30.9% | 26.9% | -0.66σ | P26 | P27 |
| Medicaid Day % | 6.3% | 5.1% | 3.7% | -0.25σ | P57 | P73 |
| Operating Margin | 9.8% | -4.8% | -0.3% | +0.81σ | P82 | P76 |
| Revenue per Bed | $1.4M | $1.2M | $1.3M | -0.02σ | P60 | P59 |
| Occupancy Rate | 67.4% | 53.7% | 53.3% | +0.61σ | P68 | P72 |
| Commercial Payer % | 72.8% | 61.2% | 69.1% | +0.67σ | P75 | P65 |
| Net-to-Gross Ratio | 21.9% | 33.3% | 30.7% | -0.79σ | P23 | P23 |
| Expense per Bed | $1.3M | $1.2M | $1.3M | -0.11σ | P53 | P52 |
| Revenue per Patient Day | 5,854 | 7,054 | 7,089 | -0.05σ | P40 | P38 |
| Payer Diversity Index | 0.422 | 0.473 | 0.445 | -0.10σ | P33 | P38 |
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% | $1.29B | $1.65B | -1.43σ |
| Operating Margin | 2.1% | 0.0981 | -0.0513 | +0.79σ |
| Occupancy Rate | 44.3% | 0.6744 | 0.6379 | +0.20σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.4M | +0.02σ |
| Net To Gross Ratio | 22.4% | 0.2193 | 0.1517 | +0.39σ |