Statistical Profile — VIBRA HOSPITAL OF FARGO LLC
CCN 352004 | CASS, ND | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
31
Beds
$27.2M
Net Revenue
46.6%
Op Margin
82.0%
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.
- Operating Margin: +2.6σ 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 | 31 | 63 | 25 | -0.56σ | P32 | P73 |
| Net Patient Revenue | $27.2M | $59.7M | $15.3M | -0.41σ | P31 | P76 |
| Operating Expenses | $14.5M | $62.7M | $16.6M | -0.44σ | P12 | P38 |
| Net Income | $12.7M | $-2.1M | $-1.7M | +0.17σ | P87 | P98 ▲ |
| Gross Patient Revenue | $115.5M | $186.6M | $23.1M | -0.40σ | P41 | P80 |
| Total Patient Days | 9,275 | 12,073 | 2,584 | -0.43σ | P45 | P75 |
| Medicare Day % | 28.0% | 30.9% | 48.6% | -0.30σ | P43 | P27 |
| Medicaid Day % | 15.4% | 5.1% | 6.8% | +0.47σ | P82 | P68 |
| Operating Margin | 46.6% | -4.8% | -9.3% | +2.64σ | P100 ▲ | P98 ▲ |
| Revenue per Bed | 877,259 | $1.2M | 642,170 | -0.31σ | P38 | P57 |
| Occupancy Rate | 82.0% | 53.7% | 34.1% | +1.19σ | P88 | P90 ▲ |
| Commercial Payer % | 56.6% | 61.2% | 38.3% | -0.12σ | P42 | P77 |
| Net-to-Gross Ratio | 23.5% | 33.3% | 71.0% | -0.71σ | P26 | P0 ▼ |
| Expense per Bed | 468,867 | $1.2M | 739,987 | -0.46σ | P20 | P15 |
| Revenue per Patient Day | 2,932 | 7,054 | 9,099 | -0.06σ | P22 | P22 |
| Payer Diversity Index | 0.577 | 0.473 | 0.472 | +0.98σ | P89 | P77 |
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% | $27.2M | $61.1M | -0.13σ |
| Operating Margin | 2.1% | 0.4655 | -0.0694 | +2.82σ |
| Occupancy Rate | 44.3% | 0.8197 | 0.5544 | +1.45σ |
| Revenue Per Bed | 2.6% | 877,259 | $1.6M | -0.40σ |
| Net To Gross Ratio | 22.4% | 0.2354 | 0.4158 | -1.04σ |