Statistical Profile — HOAG MEMORIAL HOSPITAL PRESBYTERIAN
CCN 050224 | nan, CA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
512
Beds
$1.37B
Net Revenue
-3.9%
Op Margin
78.0%
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: +2.1σ above national mean
- Net Patient Revenue: +2.5σ above national mean
- Operating Expenses: +2.5σ above national mean
- Gross Patient Revenue: +2.0σ above national mean
- Total Patient Days: +2.2σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and CA (n=414) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | CA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 512 | 63 | 138 | +2.07σ | P96 ▲ | P96 ▲ |
| Net Patient Revenue | $1.37B | $59.7M | $176.7M | +2.46σ | P97 ▲ | P96 ▲ |
| Operating Expenses | $1.42B | $62.7M | $191.8M | +2.46σ | P97 ▲ | P96 ▲ |
| Net Income | $-53.9M | $-2.1M | $-5.0M | -0.29σ | P9 ▼ | P18 |
| Gross Patient Revenue | $4.72B | $186.6M | $829.1M | +2.01σ | P97 ▲ | P94 ▲ |
| Total Patient Days | 145,683 | 12,073 | 27,749 | +2.22σ | P96 ▲ | P96 ▲ |
| Medicare Day % | 27.6% | 30.9% | 25.9% | -0.32σ | P42 | P53 |
| Medicaid Day % | 2.3% | 5.1% | 7.4% | -0.57σ | P28 | P13 |
| Operating Margin | -3.9% | -4.8% | -4.9% | +0.13σ | P52 | P54 |
| Revenue per Bed | $2.7M | $1.2M | $1.5M | +0.61σ | P88 | P77 |
| Occupancy Rate | 78.0% | 53.7% | 59.4% | +1.03σ | P83 | P82 |
| Commercial Payer % | 70.1% | 61.2% | 64.7% | +0.53σ | P70 | P64 |
| Net-to-Gross Ratio | 28.9% | 33.3% | 25.8% | -0.46σ | P39 | P61 |
| Expense per Bed | $2.8M | $1.2M | $1.7M | +0.50σ | P88 | P76 |
| Revenue per Patient Day | 9,382 | 7,054 | 7,799 | -0.04σ | P63 | P58 |
| Payer Diversity Index | 0.432 | 0.473 | 0.468 | -0.03σ | P35 | P36 |
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% | $1.37B | $1.17B | +0.75σ |
| Operating Margin | 2.1% | -0.0394 | -0.0206 | -0.10σ |
| Occupancy Rate | 44.3% | 0.7796 | 0.8144 | -0.19σ |
| Revenue Per Bed | 2.6% | $2.7M | $2.1M | +0.32σ |
| Net To Gross Ratio | 22.4% | 0.2895 | 0.2440 | +0.26σ |