Statistical Profile — ABBOTT NORTHWESTERN HOSPITAL
CCN 240057 | HENNEPIN, MN | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
586
Beds
$1.24B
Net Revenue
-26.9%
Op Margin
79.0%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.5σ above national mean
- Net Patient Revenue: +2.2σ above national mean
- Operating Expenses: +2.8σ above national mean
- Net Income: -2.2σ below national mean
- Total Patient Days: +2.7σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MN (n=141) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 586 | 63 | 25 | +2.48σ | P97 ▲ | P98 ▲ |
| Net Patient Revenue | $1.24B | $59.7M | $54.1M | +2.18σ | P97 ▲ | P98 ▲ |
| Operating Expenses | $1.57B | $62.7M | $49.9M | +2.77σ | P98 ▲ | P98 ▲ |
| Net Income | $-334.0M | $-2.1M | $-1.9M | -2.23σ | P1 ▼ | P0 ▼ |
| Gross Patient Revenue | $3.83B | $186.6M | $111.0M | +1.55σ | P95 ▲ | P98 ▲ |
| Total Patient Days | 169,064 | 12,073 | 3,151 | +2.67σ | P97 ▲ | P98 ▲ |
| Medicare Day % | 22.5% | 30.9% | 36.3% | -0.57σ | P29 | P18 |
| Medicaid Day % | 7.5% | 5.1% | 5.1% | -0.16σ | P63 | P64 |
| Operating Margin | -26.9% | -4.8% | -3.6% | -1.02σ | P14 | P5 ▼ |
| Revenue per Bed | $2.1M | $1.2M | $2.0M | +0.33σ | P80 | P58 |
| Occupancy Rate | 79.0% | 53.7% | 37.9% | +1.07σ | P84 | P88 |
| Commercial Payer % | 70.0% | 61.2% | 54.1% | +0.53σ | P70 | P84 |
| Net-to-Gross Ratio | 32.4% | 33.3% | 52.7% | -0.29σ | P48 | P9 ▼ |
| Expense per Bed | $2.7M | $1.2M | $1.9M | +0.46σ | P87 | P73 |
| Revenue per Patient Day | 7,337 | 7,054 | 17,842 | -0.05σ | P52 | P12 |
| Payer Diversity Index | 0.454 | 0.473 | 0.497 | +0.12σ | P42 | P23 |
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% | $1.24B | $1.32B | -0.30σ |
| Operating Margin | 2.1% | -0.2693 | -0.0346 | -1.24σ |
| Occupancy Rate | 44.3% | 0.7900 | 0.8405 | -0.28σ |
| Revenue Per Bed | 2.6% | $2.1M | $2.1M | +0.02σ |
| Net To Gross Ratio | 22.4% | 0.3236 | 0.2718 | +0.30σ |