Statistical Profile — ARDEN WOOD INC.
CCN 051993 | SAN FRANCISCO, CA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
13
Beds
$3.4M
Net Revenue
-50.0%
Op Margin
20.4%
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.
- Medicare Day %: +2.5σ above national mean
- Operating Margin: -2.2σ below national mean
- Commercial Payer %: -2.1σ below national mean
- Net-to-Gross Ratio: +2.7σ 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 | 13 | 63 | 138 | -0.66σ | P4 ▼ | P3 ▼ |
| Net Patient Revenue | $3.4M | $59.7M | $176.7M | -0.46σ | P2 ▼ | P1 ▼ |
| Operating Expenses | $9.4M | $62.7M | $191.8M | -0.45σ | P5 ▼ | P1 ▼ |
| Net Income | $-6.0M | $-2.1M | $-5.0M | +0.05σ | P35 | P48 |
| Gross Patient Revenue | $3.6M | $186.6M | $829.1M | -0.46σ | P1 ▼ | P1 ▼ |
| Total Patient Days | 969 | 12,073 | 27,749 | -0.59σ | P7 ▼ | P4 ▼ |
| Medicare Day % | 84.2% | 30.9% | 25.9% | +2.52σ | P99 ▲ | P98 ▲ |
| Operating Margin | -50.0% | -4.8% | -4.9% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 261,937 | $1.2M | $1.5M | -0.63σ | P8 ▼ | P3 ▼ |
| Occupancy Rate | 20.4% | 53.7% | 59.4% | -1.24σ | P14 | P5 ▼ |
| Commercial Payer % | 15.8% | 61.2% | 64.7% | -2.11σ | P2 ▼ | P2 ▼ |
| Net-to-Gross Ratio | 95.6% | 33.3% | 25.8% | +2.73σ | P98 ▲ | P98 ▲ |
| Expense per Bed | 723,811 | $1.2M | $1.7M | -0.35σ | P31 | P20 |
| Revenue per Patient Day | 3,514 | 7,054 | 7,799 | -0.06σ | P23 | P18 |
| Payer Diversity Index | 0.266 | 0.473 | 0.468 | -1.19σ | P12 | P14 |
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% | $3.4M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.2042 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 261,937 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.9556 | nan | +nanσ |