Statistical Profile — GUNDERSEN LUTHERAN MEDICAL CENTER I
CCN 520087 | LA CROSSE, WI | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
260
Beds
—
Net Revenue
nan%
Op Margin
65.9%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Expenses: +2.1σ above national mean
- Net Income: -8.4σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and WI (n=150) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | WI Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 260 | 63 | 36 | +0.69σ | P85 | P91 ▲ |
| Operating Expenses | $1.22B | $62.7M | $77.8M | +2.05σ | P97 ▲ | P97 ▲ |
| Net Income | $-1.22B | $-2.1M | 98,676 | -8.42σ | P0 ▼ | P0 ▼ |
| Total Patient Days | 62,513 | 12,073 | 5,437 | +0.60σ | P85 | P92 ▲ |
| Medicare Day % | 27.3% | 30.9% | 33.4% | -0.33σ | P41 | P33 |
| Medicaid Day % | 14.4% | 5.1% | 4.9% | +0.39σ | P81 | P92 ▲ |
| Occupancy Rate | 65.9% | 53.7% | 45.7% | +0.55σ | P66 | P85 |
| Commercial Payer % | 58.3% | 61.2% | 59.8% | -0.04σ | P44 | P45 |
| Expense per Bed | $4.7M | $1.2M | $1.8M | +1.30σ | P97 ▲ | P93 ▲ |
| Payer Diversity Index | 0.565 | 0.473 | 0.492 | +0.90σ | P87 | P91 ▲ |
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 |
|---|---|---|---|---|
| Occupancy Rate | 44.3% | 0.6587 | 0.5772 | +0.45σ |