Statistical Profile — OU MEDICAL CENTER
CCN 370093 | nan, OK | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
819
Beds
$1.65B
Net Revenue
4.6%
Op Margin
73.2%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.8σ above national mean
- Net Patient Revenue: +3.1σ above national mean
- Operating Expenses: +2.8σ above national mean
- Gross Patient Revenue: +4.8σ above national mean
- Total Patient Days: +3.6σ above national mean
- Medicaid Day %: +2.9σ 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 | 819 | 63 | 36 | +3.75σ | P99 ▲ | P99 ▲ |
| Net Patient Revenue | $1.65B | $59.7M | $24.2M | +3.05σ | P98 ▲ | P99 ▲ |
| Operating Expenses | $1.57B | $62.7M | $27.4M | +2.76σ | P98 ▲ | P99 ▲ |
| Net Income | $76.5M | $-2.1M | $-2.4M | +0.62σ | P97 ▲ | P99 ▲ |
| Gross Patient Revenue | $10.00B | $186.6M | $67.3M | +4.78σ | P99 ▲ | P99 ▲ |
| Total Patient Days | 218,965 | 12,073 | 4,669 | +3.64σ | P98 ▲ | P99 ▲ |
| Medicare Day % | 15.9% | 30.9% | 42.3% | -0.90σ | P17 | P10 |
| Medicaid Day % | 46.4% | 5.1% | 16.5% | +2.92σ | P97 ▲ | P91 ▲ |
| Operating Margin | 4.6% | -4.8% | -8.8% | +0.55σ | P73 | P78 |
| Revenue per Bed | $2.0M | $1.2M | 791,494 | +0.27σ | P77 | P91 ▲ |
| Occupancy Rate | 73.2% | 53.7% | 37.9% | +0.84σ | P76 | P81 |
| Commercial Payer % | 37.6% | 61.2% | 37.2% | -1.05σ | P16 | P51 |
| Net-to-Gross Ratio | 16.5% | 33.3% | 28.3% | -1.05σ | P11 | P13 |
| Expense per Bed | $1.9M | $1.2M | 891,796 | +0.14σ | P73 | P85 |
| Revenue per Patient Day | 7,520 | 7,054 | 6,241 | -0.05σ | P53 | P61 |
| Payer Diversity Index | 0.617 | 0.473 | 0.552 | +1.26σ | P95 ▲ | P70 |
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% | $1.65B | $1.43B | +0.83σ |
| Operating Margin | 2.1% | 0.0464 | -0.0668 | +0.60σ |
| Occupancy Rate | 44.3% | 0.7325 | 0.7876 | -0.30σ |
| Revenue Per Bed | 2.6% | $2.0M | $1.7M | +0.18σ |
| Net To Gross Ratio | 22.4% | 0.1647 | 0.2478 | -0.48σ |