Statistical Profile — CITY OF HOPE NATIONAL MEDICAL CTR
CCN 050146 | LOS ANGELES, CA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
217
Beds
$1.83B
Net Revenue
-10.7%
Op Margin
90.1%
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.
- Net Patient Revenue: +3.4σ above national mean
- Operating Expenses: +3.7σ above national mean
- Gross Patient Revenue: +2.8σ above national mean
- Revenue per Bed: +3.6σ above national mean
- Expense per Bed: +3.2σ 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 | 217 | 63 | 138 | +0.46σ | P81 | P66 |
| Net Patient Revenue | $1.83B | $59.7M | $176.7M | +3.45σ | P98 ▲ | P97 ▲ |
| Operating Expenses | $2.03B | $62.7M | $191.8M | +3.70σ | P99 ▲ | P98 ▲ |
| Net Income | $-196.6M | $-2.1M | $-5.0M | -1.28σ | P2 ▼ | P5 ▼ |
| Gross Patient Revenue | $6.25B | $186.6M | $829.1M | +2.82σ | P98 ▲ | P97 ▲ |
| Total Patient Days | 75,111 | 12,073 | 27,749 | +0.85σ | P88 | P82 |
| Medicare Day % | 31.8% | 30.9% | 25.9% | -0.11σ | P52 | P62 |
| Medicaid Day % | 11.6% | 5.1% | 7.4% | +0.17σ | P76 | P67 |
| Operating Margin | -10.7% | -4.8% | -4.9% | -0.21σ | P35 | P37 |
| Revenue per Bed | $8.4M | $1.2M | $1.5M | +3.59σ | P100 ▲ | P98 ▲ |
| Occupancy Rate | 90.1% | 53.7% | 59.4% | +1.51σ | P95 ▲ | P94 ▲ |
| Commercial Payer % | 56.6% | 61.2% | 64.7% | -0.12σ | P42 | P29 |
| Net-to-Gross Ratio | 29.3% | 33.3% | 25.8% | -0.44σ | P40 | P63 |
| Expense per Bed | $9.3M | $1.2M | $1.7M | +3.21σ | P99 ▲ | P99 ▲ |
| Revenue per Patient Day | 24,359 | 7,054 | 7,799 | +0.02σ | P92 ▲ | P92 ▲ |
| Payer Diversity Index | 0.565 | 0.473 | 0.468 | +0.90σ | P87 | P92 ▲ |
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% | $1.83B | $611.9M | +4.76σ |
| Operating Margin | 2.1% | -0.1075 | -0.0345 | -0.38σ |
| Occupancy Rate | 44.3% | 0.9015 | 0.7590 | +0.78σ |
| Revenue Per Bed | 2.6% | $8.4M | $2.1M | +3.31σ |
| Net To Gross Ratio | 22.4% | 0.2925 | 0.3567 | -0.37σ |