Statistical Profile — SAGE MEMORIAL HOSPITAL
CCN 031309 | APACHE, AZ | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$24.0M
Net Revenue
-50.0%
Op Margin
11.0%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicaid Day %: +2.3σ above national mean
- Operating Margin: -2.2σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and AZ (n=124) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | AZ Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 74 | -0.59σ | P16 | P16 |
| Net Patient Revenue | $24.0M | $59.7M | $55.1M | -0.42σ | P27 | P26 |
| Operating Expenses | $39.7M | $62.7M | $72.9M | -0.38σ | P39 | P37 |
| Net Income | $-15.7M | $-2.1M | $-1.4M | -0.02σ | P22 | P20 |
| Gross Patient Revenue | $31.1M | $186.6M | $233.4M | -0.45σ | P15 | P10 ▼ |
| Total Patient Days | 1,002 | 12,073 | 14,894 | -0.59σ | P7 ▼ | P6 ▼ |
| Medicare Day % | 26.3% | 30.9% | 24.6% | -0.38σ | P39 | P52 |
| Medicaid Day % | 38.1% | 5.1% | 16.3% | +2.27σ | P96 ▲ | P81 |
| Operating Margin | -50.0% | -4.8% | -0.8% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 960,455 | $1.2M | $1.1M | -0.27σ | P41 | P44 |
| Occupancy Rate | 11.0% | 53.7% | 56.0% | -1.61σ | P5 ▼ | P3 ▼ |
| Commercial Payer % | 35.5% | 61.2% | 55.1% | -1.15σ | P14 | P11 |
| Net-to-Gross Ratio | 77.3% | 33.3% | 26.8% | +1.85σ | P94 ▲ | P94 ▲ |
| Expense per Bed | $1.6M | $1.2M | $1.1M | +0.01σ | P63 | P67 |
| Revenue per Patient Day | 23,963 | 7,054 | 5,700 | +0.02σ | P92 ▲ | P93 ▲ |
| Payer Diversity Index | 0.659 | 0.473 | 0.507 | +1.56σ | P99 ▲ | P96 ▲ |
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% | $24.0M | $-2.0M | +0.10σ |
| Operating Margin | 2.1% | -0.5000 | -0.1186 | -2.01σ |
| Occupancy Rate | 44.3% | 0.1098 | 0.4851 | -2.06σ |
| Revenue Per Bed | 2.6% | 960,455 | $1.3M | -0.20σ |
| Net To Gross Ratio | 22.4% | 0.7728 | 0.5034 | +1.55σ |