Statistical Profile — LAGUNA HONDA HOSPITAL
CCN 050668 | SAN FRANCISCO, CA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
6
Beds
$219.6M
Net Revenue
-50.0%
Op Margin
54.4%
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.
- Operating Margin: -2.2σ below national mean
- Revenue per Bed: +18.1σ above national mean
- Commercial Payer %: -2.1σ below national mean
- Expense per Bed: +22.9σ 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 | 6 | 63 | 138 | -0.70σ | P0 ▼ | P1 ▼ |
| Net Patient Revenue | $219.6M | $59.7M | $176.7M | -0.00σ | P75 | P55 |
| Operating Expenses | $341.4M | $62.7M | $191.8M | +0.24σ | P82 | P61 |
| Net Income | $-121.8M | $-2.1M | $-5.0M | -0.76σ | P4 ▼ | P8 ▼ |
| Gross Patient Revenue | $368.8M | $186.6M | $829.1M | -0.27σ | P61 | P37 |
| Total Patient Days | 1,191 | 12,073 | 27,749 | -0.59σ | P9 ▼ | P5 ▼ |
| Medicare Day % | 60.5% | 30.9% | 25.9% | +1.33σ | P88 | P94 ▲ |
| Medicaid Day % | 23.0% | 5.1% | 7.4% | +1.07σ | P89 | P90 |
| Operating Margin | -50.0% | -4.8% | -4.9% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $36.6M | $1.2M | $1.5M | +18.15σ | P100 ▲ | P99 ▲ |
| Occupancy Rate | 54.4% | 53.7% | 59.4% | +0.10σ | P51 | P40 |
| Commercial Payer % | 16.5% | 61.2% | 64.7% | -2.08σ | P3 ▼ | P2 ▼ |
| Net-to-Gross Ratio | 59.5% | 33.3% | 25.8% | +1.01σ | P84 | P89 |
| Expense per Bed | $56.9M | $1.2M | $1.7M | +22.88σ | P100 ▲ | P100 ▲ |
| Revenue per Patient Day | 184,376 | 7,054 | 7,799 | +0.62σ | P99 ▲ | P99 ▲ |
| Payer Diversity Index | 0.554 | 0.473 | 0.468 | +0.82σ | P85 | P91 ▲ |
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% | $219.6M | $21.2M | +0.78σ |
| Operating Margin | 2.1% | -0.5000 | -0.1116 | -2.05σ |
| Occupancy Rate | 44.3% | 0.5438 | 0.3728 | +0.94σ |
| Revenue Per Bed | 2.6% | $36.6M | $1.4M | +18.35σ |
| Net To Gross Ratio | 22.4% | 0.5954 | 0.5902 | +0.03σ |