Statistical Profile — RED LAKE INDIAN HOSPITAL
CCN 240206 | CLEARWATER, MN | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
23
Beds
—
Net Revenue
nan%
Op Margin
5.3%
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.
- Medicare Day %: +2.2σ above national mean
- Commercial Payer %: -2.5σ below 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 | 23 | 63 | 25 | -0.60σ | P14 | P40 |
| Operating Expenses | $39.1M | $62.7M | $49.9M | -0.39σ | P39 | P39 |
| Net Income | $-39.1M | $-2.1M | $-1.9M | -0.19σ | P12 | P10 ▼ |
| Total Patient Days | 449 | 12,073 | 3,151 | -0.60σ | P2 ▼ | P4 ▼ |
| Medicare Day % | 77.7% | 30.9% | 36.3% | +2.19σ | P97 ▲ | P99 ▲ |
| Medicaid Day % | 14.9% | 5.1% | 5.1% | +0.43σ | P82 | P86 |
| Occupancy Rate | 5.3% | 53.7% | 37.9% | -1.83σ | P2 ▼ | P1 ▼ |
| Commercial Payer % | 7.3% | 61.2% | 54.1% | -2.52σ | P1 ▼ | P0 ▼ |
| Expense per Bed | $1.7M | $1.2M | $1.9M | +0.05σ | P67 | P37 |
| Payer Diversity Index | 0.368 | 0.473 | 0.497 | -0.48σ | P21 | P5 ▼ |
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% | 0.0535 | 0.2522 | -1.09σ |