Statistical Profile — MCKENZIE COUNTY HEALTHCARE SYSTEM
CCN 351302 | MCKENZIE, ND | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
24
Beds
$43.1M
Net Revenue
-20.2%
Op Margin
19.6%
Occupancy
0
Outlier Flags
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 | 24 | 63 | 25 | -0.60σ | P14 | P35 |
| Net Patient Revenue | $43.1M | $59.7M | $15.3M | -0.38σ | P43 | P78 |
| Operating Expenses | $51.8M | $62.7M | $16.6M | -0.36σ | P45 | P79 |
| Net Income | $-8.7M | $-2.1M | $-1.7M | +0.03σ | P29 | P21 |
| Gross Patient Revenue | $65.8M | $186.6M | $23.1M | -0.43σ | P30 | P76 |
| Total Patient Days | 1,716 | 12,073 | 2,584 | -0.58σ | P14 | P33 |
| Medicare Day % | 65.2% | 30.9% | 48.6% | +1.56σ | P91 ▲ | P62 |
| Medicaid Day % | 8.5% | 5.1% | 6.8% | -0.07σ | P67 | P55 |
| Operating Margin | -20.2% | -4.8% | -9.3% | -0.68σ | P21 | P27 |
| Revenue per Bed | $1.8M | $1.2M | 642,170 | +0.16σ | P72 | P80 |
| Occupancy Rate | 19.6% | 53.7% | 34.1% | -1.27σ | P13 | P29 |
| Commercial Payer % | 26.3% | 61.2% | 38.3% | -1.60σ | P7 ▼ | P25 |
| Net-to-Gross Ratio | 65.5% | 33.3% | 71.0% | +1.29σ | P88 | P43 |
| Expense per Bed | $2.2M | $1.2M | 739,987 | +0.24σ | P79 | P77 |
| Revenue per Patient Day | 25,122 | 7,054 | 9,099 | +0.02σ | P92 ▲ | P98 ▲ |
| Payer Diversity Index | 0.499 | 0.473 | 0.472 | +0.44σ | P64 | P56 |
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% | $43.1M | $13.4M | +0.12σ |
| Operating Margin | 2.1% | -0.2018 | -0.0873 | -0.60σ |
| Occupancy Rate | 44.3% | 0.1959 | 0.3292 | -0.73σ |
| Revenue Per Bed | 2.6% | $1.8M | $1.4M | +0.19σ |
| Net To Gross Ratio | 22.4% | 0.6547 | 0.5272 | +0.74σ |