Statistical Profile — UCSF MEDICAL CENTER
CCN 050454 | SAN FRANCISCO, CA | 7 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
834
Beds
$5.44B
Net Revenue
-5.4%
Op Margin
90.0%
Occupancy
7
Outlier Flags
Statistical Outliers (7)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.8σ above national mean
- Net Patient Revenue: +11.2σ above national mean
- Operating Expenses: +11.3σ above national mean
- Gross Patient Revenue: +10.2σ above national mean
- Total Patient Days: +4.6σ above national mean
- Revenue per Bed: +2.6σ above national mean
- Expense per Bed: +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 | 834 | 63 | 138 | +3.84σ | P99 ▲ | P99 ▲ |
| Net Patient Revenue | $5.44B | $59.7M | $176.7M | +11.17σ | P100 ▲ | P99 ▲ |
| Operating Expenses | $5.73B | $62.7M | $191.8M | +11.31σ | P100 ▲ | P100 ▲ |
| Net Income | $-291.8M | $-2.1M | $-5.0M | -1.94σ | P1 ▼ | P2 ▼ |
| Gross Patient Revenue | $20.41B | $186.6M | $829.1M | +10.24σ | P100 ▲ | P99 ▲ |
| Total Patient Days | 267,719 | 12,073 | 27,749 | +4.59σ | P99 ▲ | P100 ▲ |
| Medicare Day % | 25.4% | 30.9% | 25.9% | -0.43σ | P36 | P49 |
| Medicaid Day % | 13.0% | 5.1% | 7.4% | +0.28σ | P78 | P72 |
| Operating Margin | -5.4% | -4.8% | -4.9% | +0.06σ | P48 | P49 |
| Revenue per Bed | $6.5M | $1.2M | $1.5M | +2.60σ | P99 ▲ | P98 ▲ |
| Occupancy Rate | 90.0% | 53.7% | 59.4% | +1.50σ | P95 ▲ | P94 ▲ |
| Commercial Payer % | 61.7% | 61.2% | 64.7% | +0.12σ | P51 | P41 |
| Net-to-Gross Ratio | 26.6% | 33.3% | 25.8% | -0.57σ | P33 | P53 |
| Expense per Bed | $6.9M | $1.2M | $1.7M | +2.19σ | P99 ▲ | P98 ▲ |
| Revenue per Patient Day | 20,306 | 7,054 | 7,799 | +0.00σ | P89 | P89 |
| Payer Diversity Index | 0.538 | 0.473 | 0.468 | +0.71σ | P81 | P85 |
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% | $5.44B | $2.14B | +12.88σ |
| Operating Margin | 2.1% | -0.0537 | 0.0021 | -0.29σ |
| Occupancy Rate | 44.3% | 0.8997 | 1.2861 | -2.12σ |
| Revenue Per Bed | 2.6% | $6.5M | $3.0M | +1.83σ |
| Net To Gross Ratio | 22.4% | 0.2664 | 0.2617 | +0.03σ |