Statistical Profile — UNITY MEDICAL CENTER
CCN 351320 | WALSH, ND | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
14
Beds
$25.7M
Net Revenue
-0.5%
Op Margin
40.8%
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.
- Medicare Day %: +2.5σ above national mean
- Commercial Payer %: -2.1σ below national mean
- Net-to-Gross Ratio: +2.4σ 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 | 14 | 63 | 25 | -0.65σ | P4 ▼ | P12 |
| Net Patient Revenue | $25.7M | $59.7M | $15.3M | -0.42σ | P29 | P69 |
| Operating Expenses | $25.8M | $62.7M | $16.6M | -0.41σ | P27 | P63 |
| Net Income | -138,006 | $-2.1M | $-1.7M | +0.09σ | P63 | P83 |
| Gross Patient Revenue | $28.7M | $186.6M | $23.1M | -0.45σ | P14 | P57 |
| Total Patient Days | 2,083 | 12,073 | 2,584 | -0.57σ | P17 | P42 |
| Medicare Day % | 83.7% | 30.9% | 48.6% | +2.49σ | P98 ▲ | P88 |
| Medicaid Day % | 0.6% | 5.1% | 6.8% | -0.70σ | P9 ▼ | P16 |
| Operating Margin | -0.5% | -4.8% | -9.3% | +0.30σ | P61 | P84 |
| Revenue per Bed | $1.8M | $1.2M | 642,170 | +0.18σ | P73 | P82 |
| Occupancy Rate | 40.8% | 53.7% | 34.1% | -0.44σ | P35 | P58 |
| Commercial Payer % | 15.7% | 61.2% | 38.3% | -2.11σ | P2 ▼ | P12 |
| Net-to-Gross Ratio | 89.5% | 33.3% | 71.0% | +2.44σ | P97 ▲ | P78 |
| Expense per Bed | $1.8M | $1.2M | 739,987 | +0.11σ | P72 | P73 |
| Revenue per Patient Day | 12,337 | 7,054 | 9,099 | -0.03σ | P74 | P67 |
| Payer Diversity Index | 0.275 | 0.473 | 0.472 | -1.13σ | P13 | P15 |
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% | $25.7M | $29.9M | -0.02σ |
| Operating Margin | 2.1% | -0.0054 | -0.0833 | +0.41σ |
| Occupancy Rate | 44.3% | 0.4076 | 0.2721 | +0.74σ |
| Revenue Per Bed | 2.6% | $1.8M | $1.5M | +0.19σ |
| Net To Gross Ratio | 22.4% | 0.8946 | 0.5739 | +1.85σ |