Statistical Profile — SAINT FRANCIS HOSPITAL
CCN 370091 | TULSA, OK | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
888
Beds
$1.44B
Net Revenue
8.8%
Op Margin
77.9%
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: +4.1σ above national mean
- Net Patient Revenue: +2.6σ above national mean
- Operating Expenses: +2.2σ above national mean
- Gross Patient Revenue: +2.2σ above national mean
- Total Patient Days: +4.3σ 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 | 888 | 63 | 36 | +4.13σ | P99 ▲ | P99 ▲ |
| Net Patient Revenue | $1.44B | $59.7M | $24.2M | +2.60σ | P98 ▲ | P99 ▲ |
| Operating Expenses | $1.31B | $62.7M | $27.4M | +2.23σ | P97 ▲ | P99 ▲ |
| Net Income | $126.5M | $-2.1M | $-2.4M | +0.97σ | P98 ▲ | P99 ▲ |
| Gross Patient Revenue | $5.04B | $186.6M | $67.3M | +2.18σ | P97 ▲ | P98 ▲ |
| Total Patient Days | 251,562 | 12,073 | 4,669 | +4.28σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 23.1% | 30.9% | 42.3% | -0.55σ | P31 | P14 |
| Medicaid Day % | 33.6% | 5.1% | 16.5% | +1.91σ | P95 ▲ | P84 |
| Operating Margin | 8.8% | -4.8% | -8.8% | +0.76σ | P80 | P83 |
| Revenue per Bed | $1.6M | $1.2M | 791,494 | +0.07σ | P66 | P80 |
| Occupancy Rate | 77.9% | 53.7% | 37.9% | +1.02σ | P83 | P87 |
| Commercial Payer % | 43.3% | 61.2% | 37.2% | -0.77σ | P22 | P67 |
| Net-to-Gross Ratio | 28.5% | 33.3% | 28.3% | -0.48σ | P38 | P51 |
| Expense per Bed | $1.5M | $1.2M | 891,796 | -0.04σ | P59 | P69 |
| Revenue per Patient Day | 5,710 | 7,054 | 6,241 | -0.05σ | P38 | P45 |
| Payer Diversity Index | 0.646 | 0.473 | 0.552 | +1.47σ | P98 ▲ | P82 |
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% | $1.44B | $1.82B | -1.48σ |
| Operating Margin | 2.1% | 0.0880 | -0.0189 | +0.56σ |
| Occupancy Rate | 44.3% | 0.7785 | 1.0063 | -1.25σ |
| Revenue Per Bed | 2.6% | $1.6M | $2.2M | -0.30σ |
| Net To Gross Ratio | 22.4% | 0.2853 | 0.1784 | +0.62σ |