Statistical Profile — MONROVIA MEMORIAL HOSPITAL
CCN 052054 | LOS ANGELES, CA | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
49
Beds
$17.8M
Net Revenue
-1.5%
Op Margin
38.5%
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.
- Medicare Day %: +3.0σ above national mean
- Commercial Payer %: -2.5σ below national mean
- Payer Diversity Index: -2.2σ below 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 | 49 | 63 | 138 | -0.46σ | P43 | P19 |
| Net Patient Revenue | $17.8M | $59.7M | $176.7M | -0.43σ | P19 | P6 ▼ |
| Operating Expenses | $18.1M | $62.7M | $191.8M | -0.43σ | P17 | P4 ▼ |
| Net Income | -260,879 | $-2.1M | $-5.0M | +0.09σ | P62 | P66 |
| Gross Patient Revenue | $114.3M | $186.6M | $829.1M | -0.41σ | P41 | P20 |
| Total Patient Days | 6,888 | 12,073 | 27,749 | -0.48σ | P40 | P19 |
| Medicare Day % | 93.1% | 30.9% | 25.9% | +2.96σ | P100 ▲ | P99 ▲ |
| Operating Margin | -1.5% | -4.8% | -4.9% | +0.25σ | P59 | P62 |
| Revenue per Bed | 363,447 | $1.2M | $1.5M | -0.58σ | P14 | P7 ▼ |
| Occupancy Rate | 38.5% | 53.7% | 59.4% | -0.52σ | P33 | P19 |
| Commercial Payer % | 6.9% | 61.2% | 64.7% | -2.54σ | P1 ▼ | P1 ▼ |
| Net-to-Gross Ratio | 15.6% | 33.3% | 25.8% | -1.10σ | P9 ▼ | P12 |
| Expense per Bed | 368,771 | $1.2M | $1.7M | -0.50σ | P13 | P7 ▼ |
| Revenue per Patient Day | 2,585 | 7,054 | 7,799 | -0.07σ | P21 | P15 |
| Payer Diversity Index | 0.128 | 0.473 | 0.468 | -2.16σ | P6 ▼ | P8 ▼ |
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% | $17.8M | nan | +nanσ |
| Operating Margin | 2.1% | -0.0146 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.3851 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 363,447 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.1558 | nan | +nanσ |