Statistical Profile — WAGONER HOSPITAL AUTHORITY
CCN 370166 | WAGONER, OK | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
100
Beds
$21.9M
Net Revenue
-24.0%
Op Margin
35.3%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicaid Day %: +3.8σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OK (n=147) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OK Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 100 | 63 | 36 | -0.18σ | P61 | P83 |
| Net Patient Revenue | $21.9M | $59.7M | $24.2M | -0.42σ | P25 | P46 |
| Operating Expenses | $27.2M | $62.7M | $27.4M | -0.41σ | P29 | P49 |
| Net Income | $-5.3M | $-2.1M | $-2.4M | +0.05σ | P37 | P32 |
| Gross Patient Revenue | $57.8M | $186.6M | $67.3M | -0.44σ | P27 | P44 |
| Total Patient Days | 12,886 | 12,073 | 4,669 | -0.36σ | P51 | P71 |
| Medicare Day % | 14.0% | 30.9% | 42.3% | -1.00σ | P15 | P10 ▼ |
| Medicaid Day % | 58.1% | 5.1% | 16.5% | +3.84σ | P99 ▲ | P94 ▲ |
| Operating Margin | -24.0% | -4.8% | -8.8% | -0.87σ | P17 | P24 |
| Revenue per Bed | 219,020 | $1.2M | 791,494 | -0.65σ | P6 ▼ | P7 ▼ |
| Occupancy Rate | 35.3% | 53.7% | 37.9% | -0.65σ | P30 | P43 |
| Commercial Payer % | 27.9% | 61.2% | 37.2% | -1.52σ | P8 ▼ | P27 |
| Net-to-Gross Ratio | 37.9% | 33.3% | 28.3% | -0.03σ | P59 | P65 |
| Expense per Bed | 271,657 | $1.2M | 891,796 | -0.54σ | P7 ▼ | P6 ▼ |
| Revenue per Patient Day | 1,700 | 7,054 | 6,241 | -0.07σ | P13 | P10 ▼ |
| Payer Diversity Index | 0.565 | 0.473 | 0.552 | +0.90σ | P87 | P53 |
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% | $21.9M | $61.9M | -0.16σ |
| Operating Margin | 2.1% | -0.2403 | -0.1489 | -0.48σ |
| Occupancy Rate | 44.3% | 0.3530 | 0.4810 | -0.70σ |
| Revenue Per Bed | 2.6% | 219,020 | $1.1M | -0.46σ |
| Net To Gross Ratio | 22.4% | 0.3790 | 0.5025 | -0.71σ |