Statistical Profile — BARNES-JEWISH HOSPITAL
CCN 260032 | ST. LOUIS CITY, MO | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,259
Beds
$2.42B
Net Revenue
-2.0%
Op Margin
80.5%
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: +6.2σ above national mean
- Net Patient Revenue: +4.7σ above national mean
- Operating Expenses: +4.6σ above national mean
- Gross Patient Revenue: +3.6σ above national mean
- Total Patient Days: +6.6σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MO (n=138) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MO Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 1,259 | 63 | 60 | +6.16σ | P100 ▲ | P99 ▲ |
| Net Patient Revenue | $2.42B | $59.7M | $64.4M | +4.71σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $2.47B | $62.7M | $68.5M | +4.60σ | P99 ▲ | P99 ▲ |
| Net Income | $-47.3M | $-2.1M | $-1.9M | -0.24σ | P10 | P8 ▼ |
| Gross Patient Revenue | $7.81B | $186.6M | $182.7M | +3.63σ | P99 ▲ | P99 ▲ |
| Total Patient Days | 369,909 | 12,073 | 12,943 | +6.58σ | P100 ▲ | P99 ▲ |
| Medicare Day % | 24.5% | 30.9% | 30.6% | -0.47σ | P34 | P30 |
| Medicaid Day % | 10.3% | 5.1% | 7.7% | +0.07σ | P73 | P62 |
| Operating Margin | -2.0% | -4.8% | -6.2% | +0.23σ | P57 | P59 |
| Revenue per Bed | $1.9M | $1.2M | $1.2M | +0.23σ | P75 | P81 |
| Occupancy Rate | 80.5% | 53.7% | 50.1% | +1.13σ | P86 | P90 |
| Commercial Payer % | 65.2% | 61.2% | 59.9% | +0.30σ | P59 | P70 |
| Net-to-Gross Ratio | 31.0% | 33.3% | 33.2% | -0.36σ | P45 | P45 |
| Expense per Bed | $2.0M | $1.2M | $1.2M | +0.16σ | P74 | P80 |
| Revenue per Patient Day | 6,537 | 7,054 | 7,649 | -0.05σ | P45 | P41 |
| Payer Diversity Index | 0.504 | 0.473 | 0.518 | +0.47σ | P68 | P46 |
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% | $2.42B | $2.92B | -1.95σ |
| Operating Margin | 2.1% | -0.0196 | 0.0082 | -0.15σ |
| Occupancy Rate | 44.3% | 0.8050 | 1.2710 | -2.55σ |
| Revenue Per Bed | 2.6% | $1.9M | $2.8M | -0.44σ |
| Net To Gross Ratio | 22.4% | 0.3096 | 0.1289 | +1.04σ |