Statistical Profile — LUCILE PACKARD CHILDRENS HOSPITAL
CCN 053305 | SANTA CLARA, CA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
394
Beds
$2.39B
Net Revenue
-0.8%
Op Margin
77.7%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
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: +4.7σ above national mean
- Operating Expenses: +4.5σ above national mean
- Gross Patient Revenue: +3.6σ above national mean
- Revenue per Bed: +2.4σ 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 | 394 | 63 | 138 | +1.43σ | P93 ▲ | P90 ▲ |
| Net Patient Revenue | $2.39B | $59.7M | $176.7M | +4.65σ | P99 ▲ | P98 ▲ |
| Operating Expenses | $2.41B | $62.7M | $191.8M | +4.49σ | P99 ▲ | P98 ▲ |
| Net Income | $-19.5M | $-2.1M | $-5.0M | -0.05σ | P20 | P32 |
| Gross Patient Revenue | $7.84B | $186.6M | $829.1M | +3.65σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 111,730 | 12,073 | 27,749 | +1.56σ | P94 ▲ | P93 ▲ |
| Medicare Day % | 0.4% | 30.9% | 25.9% | -1.68σ | P1 ▼ | P2 ▼ |
| Medicaid Day % | 20.5% | 5.1% | 7.4% | +0.88σ | P87 | P87 |
| Operating Margin | -0.8% | -4.8% | -4.9% | +0.28σ | P60 | P64 |
| Revenue per Bed | $6.1M | $1.2M | $1.5M | +2.37σ | P99 ▲ | P97 ▲ |
| Occupancy Rate | 77.7% | 53.7% | 59.4% | +1.02σ | P83 | P81 |
| Commercial Payer % | 79.1% | 61.2% | 64.7% | +0.97σ | P86 | P81 |
| Net-to-Gross Ratio | 30.5% | 33.3% | 25.8% | -0.38σ | P44 | P66 |
| Expense per Bed | $6.1M | $1.2M | $1.7M | +1.88σ | P99 ▲ | P96 ▲ |
| Revenue per Patient Day | 21,415 | 7,054 | 7,799 | +0.01σ | P90 | P90 |
| Payer Diversity Index | 0.332 | 0.473 | 0.468 | -0.73σ | P17 | P20 |
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% | $2.39B | $729.6M | +6.50σ |
| Operating Margin | 2.1% | -0.0082 | -0.0954 | +0.46σ |
| Occupancy Rate | 44.3% | 0.7769 | 0.6652 | +0.61σ |
| Revenue Per Bed | 2.6% | $6.1M | $1.6M | +2.31σ |
| Net To Gross Ratio | 22.4% | 0.3051 | 0.3970 | -0.53σ |