Statistical Profile — AVERA MCKENNAN
CCN 430016 | MINNEHAHA, SD | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
547
Beds
$1.34B
Net Revenue
-9.9%
Op Margin
67.9%
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.
- Beds: +2.3σ above national mean
- Net Patient Revenue: +2.4σ above national mean
- Operating Expenses: +2.6σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and SD (n=63) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | SD Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 547 | 63 | 25 | +2.26σ | P96 ▲ | P98 ▲ |
| Net Patient Revenue | $1.34B | $59.7M | $20.5M | +2.40σ | P97 ▲ | P98 ▲ |
| Operating Expenses | $1.47B | $62.7M | $21.4M | +2.56σ | P98 ▲ | P98 ▲ |
| Net Income | $-132.3M | $-2.1M | -806,988 | -0.83σ | P4 ▼ | P2 ▼ |
| Gross Patient Revenue | $4.09B | $186.6M | $46.9M | +1.68σ | P96 ▲ | P97 ▲ |
| Total Patient Days | 131,751 | 12,073 | 1,890 | +1.95σ | P95 ▲ | P98 ▲ |
| Medicare Day % | 29.5% | 30.9% | 61.6% | -0.22σ | P47 | P10 ▼ |
| Medicaid Day % | 15.9% | 5.1% | 5.4% | +0.51σ | P83 | P78 |
| Operating Margin | -9.9% | -4.8% | -3.2% | -0.17σ | P37 | P24 |
| Revenue per Bed | $2.5M | $1.2M | $1.1M | +0.50σ | P86 | P79 |
| Occupancy Rate | 67.9% | 53.7% | 26.4% | +0.63σ | P69 | P90 ▲ |
| Commercial Payer % | 54.6% | 61.2% | 29.4% | -0.22σ | P38 | P90 ▲ |
| Net-to-Gross Ratio | 32.7% | 33.3% | 51.8% | -0.27σ | P49 | P14 |
| Expense per Bed | $2.7M | $1.2M | $1.2M | +0.46σ | P87 | P82 |
| Revenue per Patient Day | 10,176 | 7,054 | 13,149 | -0.04σ | P67 | P28 |
| Payer Diversity Index | 0.590 | 0.473 | 0.494 | +1.07σ | P91 ▲ | P78 |
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% | $1.34B | $1.00B | +1.32σ |
| Operating Margin | 2.1% | -0.0987 | -0.0411 | -0.30σ |
| Occupancy Rate | 44.3% | 0.6790 | 0.6676 | +0.06σ |
| Revenue Per Bed | 2.6% | $2.5M | $1.6M | +0.45σ |
| Net To Gross Ratio | 22.4% | 0.3275 | 0.2090 | +0.68σ |