Statistical Profile — OREGON STATE HOSPITAL
CCN 384008 | MARION, OR | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
577
Beds
$159.5M
Net Revenue
-50.0%
Op Margin
91.6%
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: +2.4σ above national mean
- Total Patient Days: +3.1σ above national mean
- Operating Margin: -2.2σ below national mean
- Net-to-Gross Ratio: +2.9σ above national mean
- Payer Diversity Index: -2.4σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OR (n=63) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OR Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 577 | 63 | 40 | +2.43σ | P97 ▲ | P98 ▲ |
| Net Patient Revenue | $159.5M | $59.7M | $126.0M | -0.13σ | P69 | P60 |
| Operating Expenses | $403.9M | $62.7M | $138.6M | +0.36σ | P85 | P82 |
| Net Income | $-244.4M | $-2.1M | $-6.9M | -1.61σ | P2 ▼ | P0 ▼ |
| Gross Patient Revenue | $159.5M | $186.6M | $288.3M | -0.38σ | P47 | P27 |
| Total Patient Days | 193,194 | 12,073 | 9,000 | +3.14σ | P98 ▲ | P98 ▲ |
| Medicare Day % | 0.4% | 30.9% | 30.3% | -1.68σ | P1 ▼ | P0 ▼ |
| Medicaid Day % | 4.6% | 5.1% | 3.9% | -0.39σ | P47 | P60 |
| Operating Margin | -50.0% | -4.8% | -8.1% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 276,414 | $1.2M | $2.3M | -0.62σ | P9 ▼ | P0 ▼ |
| Occupancy Rate | 91.6% | 53.7% | 61.0% | +1.57σ | P96 ▲ | P98 ▲ |
| Commercial Payer % | 95.0% | 61.2% | 64.2% | +1.75σ | P96 ▲ | P97 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 44.9% | +2.94σ | P98 ▲ | P97 ▲ |
| Expense per Bed | 699,951 | $1.2M | $2.4M | -0.36σ | P30 | P3 ▼ |
| Revenue per Patient Day | 825.5469 | 7,054 | 11,193 | -0.07σ | P3 ▼ | P0 ▼ |
| Payer Diversity Index | 0.095 | 0.473 | 0.466 | -2.39σ | P5 ▼ | P2 ▼ |
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% | $159.5M | $1.40B | -4.83σ |
| Operating Margin | 2.1% | -0.5000 | -0.1037 | -2.09σ |
| Occupancy Rate | 44.3% | 0.9160 | 0.8572 | +0.32σ |
| Revenue Per Bed | 2.6% | 276,414 | $2.2M | -1.02σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.5262 | +2.73σ |