Statistical Profile — REGIONS HOSPITAL
CCN 240106 | RAMSEY, MN | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
423
Beds
$862.7M
Net Revenue
-7.6%
Op Margin
93.9%
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.
- Total Patient Days: +2.2σ 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 | 423 | 63 | 25 | +1.59σ | P94 ▲ | P96 ▲ |
| Net Patient Revenue | $862.7M | $59.7M | $54.1M | +1.38σ | P95 ▲ | P95 ▲ |
| Operating Expenses | $927.9M | $62.7M | $49.9M | +1.44σ | P95 ▲ | P95 ▲ |
| Net Income | $-65.2M | $-2.1M | $-1.9M | -0.37σ | P8 ▼ | P4 ▼ |
| Gross Patient Revenue | $2.75B | $186.6M | $111.0M | +0.98σ | P91 ▲ | P96 ▲ |
| Total Patient Days | 145,027 | 12,073 | 3,151 | +2.21σ | P96 ▲ | P97 ▲ |
| Medicare Day % | 23.0% | 30.9% | 36.3% | -0.55σ | P31 | P22 |
| Medicaid Day % | 12.8% | 5.1% | 5.1% | +0.27σ | P78 | P81 |
| Operating Margin | -7.6% | -4.8% | -3.6% | -0.05σ | P43 | P34 |
| Revenue per Bed | $2.0M | $1.2M | $2.0M | +0.29σ | P78 | P52 |
| Occupancy Rate | 93.9% | 53.7% | 37.9% | +1.66σ | P97 ▲ | P96 ▲ |
| Commercial Payer % | 64.1% | 61.2% | 54.1% | +0.24σ | P57 | P68 |
| Net-to-Gross Ratio | 31.4% | 33.3% | 52.7% | -0.34σ | P46 | P7 ▼ |
| Expense per Bed | $2.2M | $1.2M | $1.9M | +0.26σ | P79 | P60 |
| Revenue per Patient Day | 5,949 | 7,054 | 17,842 | -0.05σ | P41 | P6 ▼ |
| Payer Diversity Index | 0.519 | 0.473 | 0.497 | +0.58σ | P75 | P70 |
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% | $862.7M | $1.15B | -1.12σ |
| Operating Margin | 2.1% | -0.0756 | -0.0305 | -0.24σ |
| Occupancy Rate | 44.3% | 0.9394 | 0.9714 | -0.18σ |
| Revenue Per Bed | 2.6% | $2.0M | $2.5M | -0.23σ |
| Net To Gross Ratio | 22.4% | 0.3137 | 0.3560 | -0.24σ |