Statistical Profile — LAKEVIEW MEMORIAL
CCN 240066 | WASHINGTON, MN | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
68
Beds
$411.9M
Net Revenue
60.9%
Op Margin
57.6%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: +3.4σ above national mean
- Revenue per Bed: +2.4σ above national mean
- Net-to-Gross Ratio: +2.9σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MN (n=141) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 68 | 63 | 25 | -0.36σ | P51 | P77 |
| Net Patient Revenue | $411.9M | $59.7M | $54.1M | +0.41σ | P86 | P87 |
| Operating Expenses | $160.9M | $62.7M | $49.9M | -0.14σ | P69 | P78 |
| Net Income | $250.9M | $-2.1M | $-1.9M | +1.83σ | P100 ▲ | P99 ▲ |
| Gross Patient Revenue | $411.9M | $186.6M | $111.0M | -0.25σ | P63 | P77 |
| Total Patient Days | 14,291 | 12,073 | 3,151 | -0.33σ | P53 | P80 |
| Medicare Day % | 29.7% | 30.9% | 36.3% | -0.21σ | P47 | P36 |
| Medicaid Day % | 3.7% | 5.1% | 5.1% | -0.45σ | P41 | P40 |
| Operating Margin | 60.9% | -4.8% | -3.6% | +3.36σ | P100 ▲ | P99 ▲ |
| Revenue per Bed | $6.1M | $1.2M | $2.0M | +2.36σ | P99 ▲ | P98 ▲ |
| Occupancy Rate | 57.6% | 53.7% | 37.9% | +0.23σ | P55 | P75 |
| Commercial Payer % | 66.6% | 61.2% | 54.1% | +0.36σ | P62 | P74 |
| Net-to-Gross Ratio | 100.0% | 33.3% | 52.7% | +2.94σ | P98 ▲ | P98 ▲ |
| Expense per Bed | $2.4M | $1.2M | $1.9M | +0.33σ | P83 | P67 |
| Revenue per Patient Day | 28,819 | 7,054 | 17,842 | +0.03σ | P94 ▲ | P87 |
| Payer Diversity Index | 0.467 | 0.473 | 0.497 | +0.22σ | P48 | P33 |
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% | $411.9M | $91.0M | +1.25σ |
| Operating Margin | 2.1% | 0.6092 | -0.0490 | +3.47σ |
| Occupancy Rate | 44.3% | 0.5758 | 0.5242 | +0.28σ |
| Revenue Per Bed | 2.6% | $6.1M | $1.6M | +2.32σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.3494 | +3.75σ |