Statistical Profile — INTEGRIS BAPTIST MEDICAL CENTER
CCN 370028 | OKLAHOMA, OK | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
615
Beds
$1.02B
Net Revenue
-8.7%
Op Margin
75.5%
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.
- Beds: +2.6σ above national mean
- Gross Patient Revenue: +2.5σ above national mean
- Total Patient Days: +2.7σ above national mean
- Medicaid Day %: +2.4σ 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 | 615 | 63 | 36 | +2.64σ | P97 ▲ | P98 ▲ |
| Net Patient Revenue | $1.02B | $59.7M | $24.2M | +1.72σ | P96 ▲ | P98 ▲ |
| Operating Expenses | $1.11B | $62.7M | $27.4M | +1.82σ | P96 ▲ | P98 ▲ |
| Net Income | $-88.4M | $-2.1M | $-2.4M | -0.53σ | P6 ▼ | P3 ▼ |
| Gross Patient Revenue | $5.57B | $186.6M | $67.3M | +2.46σ | P97 ▲ | P99 ▲ |
| Total Patient Days | 172,036 | 12,073 | 4,669 | +2.73σ | P97 ▲ | P98 ▲ |
| Medicare Day % | 23.4% | 30.9% | 42.3% | -0.53σ | P31 | P15 |
| Medicaid Day % | 39.4% | 5.1% | 16.5% | +2.36σ | P96 ▲ | P88 |
| Operating Margin | -8.7% | -4.8% | -8.8% | -0.11σ | P40 | P50 |
| Revenue per Bed | $1.7M | $1.2M | 791,494 | +0.09σ | P68 | P83 |
| Occupancy Rate | 75.5% | 53.7% | 37.9% | +0.93σ | P80 | P83 |
| Commercial Payer % | 37.2% | 61.2% | 37.2% | -1.07σ | P15 | P49 |
| Net-to-Gross Ratio | 18.3% | 33.3% | 28.3% | -0.96σ | P15 | P21 |
| Expense per Bed | $1.8M | $1.2M | 891,796 | +0.10σ | P70 | P81 |
| Revenue per Patient Day | 5,937 | 7,054 | 6,241 | -0.05σ | P41 | P47 |
| Payer Diversity Index | 0.652 | 0.473 | 0.552 | +1.50σ | P99 ▲ | P88 |
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% | $1.02B | $1.21B | -0.75σ |
| Operating Margin | 2.1% | -0.0866 | -0.0474 | -0.21σ |
| Occupancy Rate | 44.3% | 0.7548 | 0.8307 | -0.42σ |
| Revenue Per Bed | 2.6% | $1.7M | $1.9M | -0.12σ |
| Net To Gross Ratio | 22.4% | 0.1834 | 0.2637 | -0.46σ |