Statistical Profile — CEDARS-SINAI MEDICAL CENTER
CCN 050625 | LOS ANGELES, CA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
908
Beds
$3.92B
Net Revenue
-5.5%
Op Margin
92.2%
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: +4.2σ above national mean
- Net Patient Revenue: +7.9σ above national mean
- Operating Expenses: +8.0σ above national mean
- Gross Patient Revenue: +13.2σ above national mean
- Total Patient Days: +5.3σ 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 | 908 | 63 | 138 | +4.24σ | P99 ▲ | P100 ▲ |
| Net Patient Revenue | $3.92B | $59.7M | $176.7M | +7.93σ | P100 ▲ | P99 ▲ |
| Operating Expenses | $4.14B | $62.7M | $191.8M | +8.05σ | P100 ▲ | P99 ▲ |
| Net Income | $-216.5M | $-2.1M | $-5.0M | -1.42σ | P2 ▼ | P4 ▼ |
| Gross Patient Revenue | $26.01B | $186.6M | $829.1M | +13.18σ | P100 ▲ | P99 ▲ |
| Total Patient Days | 305,463 | 12,073 | 27,749 | +5.32σ | P99 ▲ | P100 ▲ |
| Medicare Day % | 38.5% | 30.9% | 25.9% | +0.23σ | P65 | P73 |
| Medicaid Day % | 5.6% | 5.1% | 7.4% | -0.31σ | P53 | P37 |
| Operating Margin | -5.5% | -4.8% | -4.9% | +0.05σ | P48 | P48 |
| Revenue per Bed | $4.3M | $1.2M | $1.5M | +1.47σ | P97 ▲ | P93 ▲ |
| Occupancy Rate | 92.2% | 53.7% | 59.4% | +1.59σ | P97 ▲ | P96 ▲ |
| Commercial Payer % | 55.9% | 61.2% | 64.7% | -0.15σ | P41 | P28 |
| Net-to-Gross Ratio | 15.1% | 33.3% | 25.8% | -1.12σ | P9 ▼ | P10 |
| Expense per Bed | $4.6M | $1.2M | $1.7M | +1.24σ | P97 ▲ | P93 ▲ |
| Revenue per Patient Day | 12,842 | 7,054 | 7,799 | -0.03σ | P76 | P76 |
| Payer Diversity Index | 0.536 | 0.473 | 0.468 | +0.69σ | P80 | P84 |
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% | $3.92B | $2.66B | +4.94σ |
| Operating Margin | 2.1% | -0.0552 | 0.0973 | -0.80σ |
| Occupancy Rate | 44.3% | 0.9217 | 1.6481 | -3.98σ |
| Revenue Per Bed | 2.6% | $4.3M | $3.8M | +0.28σ |
| Net To Gross Ratio | 22.4% | 0.1508 | 0.0692 | +0.47σ |