Statistical Profile — CLEVELAND CLINIC HOSPITAL
CCN 360180 | CUYAHOGA, OH | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,326
Beds
$6.38B
Net Revenue
-17.7%
Op Margin
75.9%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +6.5σ above national mean
- Net Patient Revenue: +13.2σ above national mean
- Operating Expenses: +15.0σ above national mean
- Net Income: -7.8σ below national mean
- Gross Patient Revenue: +10.4σ above national mean
- Total Patient Days: +6.5σ 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 | 1,326 | 63 | 77 | +6.53σ | P100 ▲ | P100 ▲ |
| Net Patient Revenue | $6.38B | $59.7M | $74.7M | +13.19σ | P100 ▲ | P100 ▲ |
| Operating Expenses | $7.51B | $62.7M | $65.4M | +14.97σ | P100 ▲ | P100 ▲ |
| Net Income | $-1.13B | $-2.1M | -371,404 | -7.76σ | P0 ▼ | P0 ▼ |
| Gross Patient Revenue | $20.81B | $186.6M | $238.2M | +10.45σ | P100 ▲ | P100 ▲ |
| Total Patient Days | 367,453 | 12,073 | 12,920 | +6.53σ | P100 ▲ | P100 ▲ |
| Medicare Day % | 22.5% | 30.9% | 26.9% | -0.58σ | P29 | P35 |
| Medicaid Day % | 5.2% | 5.1% | 3.7% | -0.33σ | P51 | P65 |
| Operating Margin | -17.7% | -4.8% | -0.3% | -0.56σ | P23 | P15 |
| Revenue per Bed | $4.8M | $1.2M | $1.3M | +1.72σ | P98 ▲ | P98 ▲ |
| Occupancy Rate | 75.9% | 53.7% | 53.3% | +0.95σ | P81 | P86 |
| Commercial Payer % | 72.3% | 61.2% | 69.1% | +0.64σ | P75 | P63 |
| Net-to-Gross Ratio | 30.7% | 33.3% | 30.7% | -0.37σ | P44 | P50 |
| Expense per Bed | $5.7M | $1.2M | $1.3M | +1.69σ | P99 ▲ | P99 ▲ |
| Revenue per Patient Day | 17,360 | 7,054 | 7,089 | -0.01σ | P85 | P84 |
| Payer Diversity Index | 0.424 | 0.473 | 0.445 | -0.09σ | P33 | P39 |
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% | $6.38B | $2.88B | +13.67σ |
| Operating Margin | 2.1% | -0.1769 | -0.0232 | -0.81σ |
| Occupancy Rate | 44.3% | 0.7592 | 1.0525 | -1.61σ |
| Revenue Per Bed | 2.6% | $4.8M | $2.2M | +1.35σ |
| Net To Gross Ratio | 22.4% | 0.3066 | 0.1278 | +1.03σ |