Statistical Profile — OAKES COMMUNITY HOSPITAL
CCN 351315 | DICKEY, ND | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$11.0M
Net Revenue
-6.9%
Op Margin
9.6%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
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 %: +2.1σ 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 | $11.0M | $59.7M | $15.3M | -0.45σ | P10 ▼ | P24 |
| Operating Expenses | $11.7M | $62.7M | $16.6M | -0.44σ | P8 ▼ | P19 |
| Net Income | -758,817 | $-2.1M | $-1.7M | +0.08σ | P58 | P71 |
| Gross Patient Revenue | $17.3M | $186.6M | $23.1M | -0.46σ | P7 ▼ | P33 |
| Total Patient Days | 698 | 12,073 | 2,584 | -0.60σ | P4 ▼ | P10 ▼ |
| Medicare Day % | 75.9% | 30.9% | 48.6% | +2.10σ | P96 ▲ | P79 |
| Medicaid Day % | 0.7% | 5.1% | 6.8% | -0.69σ | P11 | P20 |
| Operating Margin | -6.9% | -4.8% | -9.3% | -0.02σ | P44 | P59 |
| Revenue per Bed | 548,908 | $1.2M | 642,170 | -0.48σ | P25 | P39 |
| Occupancy Rate | 9.6% | 53.7% | 34.1% | -1.66σ | P4 ▼ | P10 ▼ |
| Commercial Payer % | 23.4% | 61.2% | 38.3% | -1.74σ | P5 ▼ | P23 |
| Net-to-Gross Ratio | 63.4% | 33.3% | 71.0% | +1.19σ | P87 | P41 |
| Expense per Bed | 586,849 | $1.2M | 739,987 | -0.41σ | P25 | P40 |
| Revenue per Patient Day | 15,728 | 7,054 | 9,099 | -0.02σ | P82 | P86 |
| Payer Diversity Index | 0.369 | 0.473 | 0.472 | -0.47σ | P21 | P33 |
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% | $11.0M | $6.2M | +0.02σ |
| Operating Margin | 2.1% | -0.0691 | -0.0810 | +0.06σ |
| Occupancy Rate | 44.3% | 0.0956 | 0.2786 | -1.00σ |
| Revenue Per Bed | 2.6% | 548,908 | $1.4M | -0.46σ |
| Net To Gross Ratio | 22.4% | 0.6341 | 0.5398 | +0.54σ |