Statistical Profile — OKC-AMG SPECIALTY HOSPITAL
CCN 372005 | OKLAHOMA, OK | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
18
Beds
$14.4M
Net Revenue
26.6%
Op Margin
88.2%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
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 %: +2.1σ above national mean
- Commercial Payer %: -2.1σ below 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 | 18 | 63 | 36 | -0.63σ | P9 ▼ | P13 |
| Net Patient Revenue | $14.4M | $59.7M | $24.2M | -0.44σ | P14 | P30 |
| Operating Expenses | $10.6M | $62.7M | $27.4M | -0.44σ | P6 ▼ | P14 |
| Net Income | $3.8M | $-2.1M | $-2.4M | +0.11σ | P77 | P84 |
| Gross Patient Revenue | $27.9M | $186.6M | $67.3M | -0.45σ | P13 | P28 |
| Total Patient Days | 5,796 | 12,073 | 4,669 | -0.50σ | P37 | P56 |
| Medicare Day % | 76.2% | 30.9% | 42.3% | +2.12σ | P96 ▲ | P90 ▲ |
| Medicaid Day % | 7.3% | 5.1% | 16.5% | -0.17σ | P62 | P35 |
| Operating Margin | 26.6% | -4.8% | -8.8% | +1.65σ | P96 ▲ | P97 ▲ |
| Revenue per Bed | 799,661 | $1.2M | 791,494 | -0.35σ | P35 | P50 |
| Occupancy Rate | 88.2% | 53.7% | 37.9% | +1.43σ | P94 ▲ | P93 ▲ |
| Commercial Payer % | 16.5% | 61.2% | 37.2% | -2.07σ | P3 ▼ | P9 ▼ |
| Net-to-Gross Ratio | 51.6% | 33.3% | 28.3% | +0.62σ | P76 | P81 |
| Expense per Bed | 587,000 | $1.2M | 891,796 | -0.41σ | P25 | P31 |
| Revenue per Patient Day | 2,483 | 7,054 | 6,241 | -0.07σ | P20 | P18 |
| Payer Diversity Index | 0.387 | 0.473 | 0.552 | -0.35σ | P25 | P16 |
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% | $14.4M | $69.0M | -0.21σ |
| Operating Margin | 2.1% | 0.2659 | -0.0851 | +1.85σ |
| Occupancy Rate | 44.3% | 0.8822 | 0.3417 | +2.96σ |
| Revenue Per Bed | 2.6% | 799,661 | $1.5M | -0.39σ |
| Net To Gross Ratio | 22.4% | 0.5155 | 0.5665 | -0.29σ |