Statistical Profile — ND STATE HOSPITAL
CCN 354003 | nan, ND | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
81
Beds
$7.0M
Net Revenue
-50.0%
Op Margin
93.8%
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: -2.2σ below national mean
- Net-to-Gross Ratio: +2.9σ above national mean
- Payer Diversity Index: -2.3σ below 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 | 81 | 63 | 25 | -0.29σ | P56 | P85 |
| Net Patient Revenue | $7.0M | $59.7M | $15.3M | -0.46σ | P5 ▼ | P6 ▼ |
| Operating Expenses | $44.1M | $62.7M | $16.6M | -0.38σ | P42 | P77 |
| Net Income | $-37.2M | $-2.1M | $-1.7M | -0.17σ | P13 | P13 |
| Gross Patient Revenue | $7.0M | $186.6M | $23.1M | -0.46σ | P2 ▼ | P6 ▼ |
| Total Patient Days | 27,729 | 12,073 | 2,584 | -0.07σ | P69 | P85 |
| Medicare Day % | 5.3% | 30.9% | 48.6% | -1.43σ | P6 ▼ | P2 ▼ |
| Operating Margin | -50.0% | -4.8% | -9.3% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 85,967 | $1.2M | 642,170 | -0.72σ | P2 ▼ | P0 ▼ |
| Occupancy Rate | 93.8% | 53.7% | 34.1% | +1.65σ | P97 ▲ | P96 ▲ |
| Commercial Payer % | 94.7% | 61.2% | 38.3% | +1.73σ | P95 ▲ | P96 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 71.0% | +2.94σ | P98 ▲ | P92 ▲ |
| Expense per Bed | 544,986 | $1.2M | 739,987 | -0.42σ | P23 | P33 |
| Revenue per Patient Day | 251.1197 | 7,054 | 9,099 | -0.07σ | P1 ▼ | P0 ▼ |
| Payer Diversity Index | 0.101 | 0.473 | 0.472 | -2.35σ | P5 ▼ | P2 ▼ |
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% | $7.0M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.9379 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 85,967 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 1.0000 | nan | +nanσ |