Statistical Profile — RANKEN JORDAN
CCN 263303 | ST. LOUIS, MO | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
60
Beds
$67.3M
Net Revenue
22.2%
Op Margin
79.9%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net-to-Gross Ratio: +2.1σ 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 | 60 | 63 | 60 | -0.40σ | P48 | P49 |
| Net Patient Revenue | $67.3M | $59.7M | $64.4M | -0.33σ | P52 | P51 |
| Operating Expenses | $52.3M | $62.7M | $68.5M | -0.36σ | P46 | P43 |
| Net Income | $15.0M | $-2.1M | $-1.9M | +0.19σ | P88 | P87 |
| Gross Patient Revenue | $81.4M | $186.6M | $182.7M | -0.42σ | P35 | P33 |
| Total Patient Days | 17,492 | 12,073 | 12,943 | -0.27σ | P58 | P56 |
| Medicare Day % | 0.2% | 30.9% | 30.6% | -1.69σ | P1 ▼ | P1 ▼ |
| Medicaid Day % | 26.6% | 5.1% | 7.7% | +1.35σ | P92 ▲ | P95 ▲ |
| Operating Margin | 22.2% | -4.8% | -6.2% | +1.43σ | P94 ▲ | P94 ▲ |
| Revenue per Bed | $1.1M | $1.2M | $1.2M | -0.19σ | P47 | P46 |
| Occupancy Rate | 79.9% | 53.7% | 50.1% | +1.10σ | P85 | P87 |
| Commercial Payer % | 73.3% | 61.2% | 59.9% | +0.69σ | P76 | P85 |
| Net-to-Gross Ratio | 82.7% | 33.3% | 33.2% | +2.11σ | P96 ▲ | P96 ▲ |
| Expense per Bed | 872,350 | $1.2M | $1.2M | -0.29σ | P36 | P32 |
| Revenue per Patient Day | 3,848 | 7,054 | 7,649 | -0.06σ | P24 | P21 |
| Payer Diversity Index | 0.393 | 0.473 | 0.518 | -0.31σ | P26 | P14 |
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% | $67.3M | $93.7M | -0.10σ |
| Operating Margin | 2.1% | 0.2223 | -0.0776 | +1.58σ |
| Occupancy Rate | 44.3% | 0.7987 | 0.6644 | +0.74σ |
| Revenue Per Bed | 2.6% | $1.1M | $1.6M | -0.28σ |
| Net To Gross Ratio | 22.4% | 0.8268 | 0.3697 | +2.64σ |