Statistical Profile — LAKE HOSPITAL SYSTEM
CCN 360098 | LAKE, OH | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
297
Beds
$342.4M
Net Revenue
-19.1%
Op Margin
50.1%
Occupancy
0
Outlier Flags
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 | 297 | 63 | 77 | +0.90σ | P88 | P87 |
| Net Patient Revenue | $342.4M | $59.7M | $74.7M | +0.26σ | P82 | P83 |
| Operating Expenses | $407.9M | $62.7M | $65.4M | +0.37σ | P85 | P85 |
| Net Income | $-65.5M | $-2.1M | -371,404 | -0.37σ | P7 ▼ | P5 ▼ |
| Gross Patient Revenue | $1.43B | $186.6M | $238.2M | +0.29σ | P82 | P84 |
| Total Patient Days | 54,304 | 12,073 | 12,920 | +0.44σ | P82 | P83 |
| Medicare Day % | 28.6% | 30.9% | 26.9% | -0.27σ | P44 | P56 |
| Medicaid Day % | 5.4% | 5.1% | 3.7% | -0.32σ | P52 | P67 |
| Operating Margin | -19.1% | -4.8% | -0.3% | -0.63σ | P22 | P14 |
| Revenue per Bed | $1.2M | $1.2M | $1.3M | -0.17σ | P48 | P45 |
| Occupancy Rate | 50.1% | 53.7% | 53.3% | -0.07σ | P45 | P45 |
| Commercial Payer % | 66.1% | 61.2% | 69.1% | +0.34σ | P61 | P39 |
| Net-to-Gross Ratio | 23.9% | 33.3% | 30.7% | -0.70σ | P27 | P27 |
| Expense per Bed | $1.4M | $1.2M | $1.3M | -0.08σ | P55 | P57 |
| Revenue per Patient Day | 6,305 | 7,054 | 7,089 | -0.05σ | P43 | P41 |
| Payer Diversity Index | 0.479 | 0.473 | 0.445 | +0.30σ | P53 | P66 |
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% | $342.4M | $377.4M | -0.14σ |
| Operating Margin | 2.1% | -0.1912 | -0.0527 | -0.73σ |
| Occupancy Rate | 44.3% | 0.5009 | 0.4267 | +0.41σ |
| Revenue Per Bed | 2.6% | $1.2M | $1.2M | -0.03σ |
| Net To Gross Ratio | 22.4% | 0.2387 | 0.2409 | -0.01σ |