Statistical Profile — CAVALIER COUNTY MEMORIAL HOSPITAL
CCN 351323 | CAVALIER, ND | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$12.8M
Net Revenue
-8.7%
Op Margin
9.9%
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.
- Medicare Day %: +2.7σ above national mean
- Commercial Payer %: -2.2σ below national mean
- Net-to-Gross Ratio: +2.7σ 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 | $12.8M | $59.7M | $15.3M | -0.44σ | P12 | P35 |
| Operating Expenses | $13.9M | $62.7M | $16.6M | -0.44σ | P11 | P33 |
| Net Income | $-1.1M | $-2.1M | $-1.7M | +0.08σ | P56 | P62 |
| Gross Patient Revenue | $13.4M | $186.6M | $23.1M | -0.46σ | P5 ▼ | P27 |
| Total Patient Days | 724 | 12,073 | 2,584 | -0.60σ | P4 ▼ | P12 |
| Medicare Day % | 87.0% | 30.9% | 48.6% | +2.66σ | P99 ▲ | P96 ▲ |
| Operating Margin | -8.7% | -4.8% | -9.3% | -0.11σ | P40 | P51 |
| Revenue per Bed | 638,835 | $1.2M | 642,170 | -0.44σ | P30 | P47 |
| Occupancy Rate | 9.9% | 53.7% | 34.1% | -1.65σ | P4 ▼ | P12 |
| Commercial Payer % | 13.0% | 61.2% | 38.3% | -2.25σ | P2 ▼ | P2 ▼ |
| Net-to-Gross Ratio | 95.2% | 33.3% | 71.0% | +2.71σ | P98 ▲ | P80 |
| Expense per Bed | 694,646 | $1.2M | 739,987 | -0.36σ | P29 | P44 |
| Revenue per Patient Day | 17,647 | 7,054 | 9,099 | -0.01σ | P85 | P90 |
| Payer Diversity Index | 0.226 | 0.473 | 0.472 | -1.47σ | P10 | P8 ▼ |
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% | $12.8M | nan | +nanσ |
| Operating Margin | 2.1% | -0.0874 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0992 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 638,835 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.9519 | nan | +nanσ |