Statistical Profile — ST. LUKES HOSPITAL
CCN 351325 | DIVIDE, ND | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$8.1M
Net Revenue
-30.5%
Op Margin
57.5%
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.
- Medicaid Day %: +2.3σ 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 ND (n=52) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | ND Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 20 | 63 | 25 | -0.62σ | P10 | P21 |
| Net Patient Revenue | $8.1M | $59.7M | $15.3M | -0.45σ | P6 ▼ | P12 |
| Operating Expenses | $10.6M | $62.7M | $16.6M | -0.44σ | P7 ▼ | P13 |
| Net Income | $-2.5M | $-2.1M | $-1.7M | +0.07σ | P47 | P35 |
| Gross Patient Revenue | $8.1M | $186.6M | $23.1M | -0.46σ | P3 ▼ | P10 |
| Total Patient Days | 4,198 | 12,073 | 2,584 | -0.53σ | P29 | P62 |
| Medicare Day % | 20.0% | 30.9% | 48.6% | -0.70σ | P24 | P17 |
| Medicaid Day % | 39.0% | 5.1% | 6.8% | +2.34σ | P96 ▲ | P93 ▲ |
| Operating Margin | -30.5% | -4.8% | -9.3% | -1.20σ | P12 | P12 |
| Revenue per Bed | 404,879 | $1.2M | 642,170 | -0.56σ | P17 | P22 |
| Occupancy Rate | 57.5% | 53.7% | 34.1% | +0.22σ | P55 | P73 |
| Commercial Payer % | 41.0% | 61.2% | 38.3% | -0.88σ | P19 | P54 |
| Net-to-Gross Ratio | 100.0% | 33.3% | 71.0% | +2.94σ | P98 ▲ | P86 |
| Expense per Bed | 528,471 | $1.2M | 739,987 | -0.43σ | P23 | P29 |
| Revenue per Patient Day | 1,929 | 7,054 | 9,099 | -0.07σ | P17 | P16 |
| Payer Diversity Index | 0.640 | 0.473 | 0.472 | +1.42σ | P97 ▲ | P87 |
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% | $8.1M | $24.0M | -0.06σ |
| Operating Margin | 2.1% | -0.3053 | -0.1128 | -1.01σ |
| Occupancy Rate | 44.3% | 0.5751 | 0.5529 | +0.12σ |
| Revenue Per Bed | 2.6% | 404,879 | $1.5M | -0.55σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.4914 | +2.93σ |