Statistical Profile — UNIVER.OF CINCINNATI MED CENTER LLC
CCN 360003 | nan, OH | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
542
Beds
$1.30B
Net Revenue
2.8%
Op Margin
78.1%
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: +2.2σ above national mean
- Net Patient Revenue: +2.3σ above national mean
- Operating Expenses: +2.1σ above national mean
- Gross Patient Revenue: +2.3σ above national mean
- Total Patient Days: +2.4σ 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 | 542 | 63 | 77 | +2.24σ | P96 ▲ | P95 ▲ |
| Net Patient Revenue | $1.30B | $59.7M | $74.7M | +2.31σ | P97 ▲ | P96 ▲ |
| Operating Expenses | $1.26B | $62.7M | $65.4M | +2.13σ | P97 ▲ | P95 ▲ |
| Net Income | $35.9M | $-2.1M | -371,404 | +0.34σ | P93 ▲ | P94 ▲ |
| Gross Patient Revenue | $5.22B | $186.6M | $238.2M | +2.27σ | P97 ▲ | P96 ▲ |
| Total Patient Days | 154,452 | 12,073 | 12,920 | +2.39σ | P97 ▲ | P96 ▲ |
| Medicare Day % | 16.3% | 30.9% | 26.9% | -0.89σ | P18 | P14 |
| Medicaid Day % | 7.0% | 5.1% | 3.7% | -0.20σ | P61 | P79 |
| Operating Margin | 2.8% | -4.8% | -0.3% | +0.46σ | P69 | P58 |
| Revenue per Bed | $2.4M | $1.2M | $1.3M | +0.47σ | P85 | P85 |
| Occupancy Rate | 78.1% | 53.7% | 53.3% | +1.03σ | P83 | P89 |
| Commercial Payer % | 76.8% | 61.2% | 69.1% | +0.86σ | P83 | P78 |
| Net-to-Gross Ratio | 24.9% | 33.3% | 30.7% | -0.65σ | P29 | P28 |
| Expense per Bed | $2.3M | $1.2M | $1.3M | +0.31σ | P82 | P85 |
| Revenue per Patient Day | 8,405 | 7,054 | 7,089 | -0.04σ | P58 | P56 |
| Payer Diversity Index | 0.379 | 0.473 | 0.445 | -0.40σ | P23 | P24 |
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% | $1.30B | $1.16B | +0.53σ |
| Operating Margin | 2.1% | 0.0276 | -0.0544 | +0.43σ |
| Occupancy Rate | 44.3% | 0.7807 | 0.7626 | +0.10σ |
| Revenue Per Bed | 2.6% | $2.4M | $1.9M | +0.25σ |
| Net To Gross Ratio | 22.4% | 0.2489 | 0.3120 | -0.36σ |