Statistical Profile — CHILDRENS MERCY HOSPITAL
CCN 263302 | JACKSON, MO | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
328
Beds
$1.44B
Net Revenue
30.5%
Op Margin
78.1%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net Patient Revenue: +2.6σ above national mean
- Net Income: +3.1σ above national mean
- Payer Diversity Index: -2.4σ below 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 | 328 | 63 | 60 | +1.07σ | P89 | P86 |
| Net Patient Revenue | $1.44B | $59.7M | $64.4M | +2.62σ | P98 ▲ | P99 ▲ |
| Operating Expenses | $1.00B | $62.7M | $68.5M | +1.59σ | P95 ▲ | P96 ▲ |
| Net Income | $440.2M | $-2.1M | $-1.9M | +3.15σ | P100 ▲ | P99 ▲ |
| Gross Patient Revenue | $2.96B | $186.6M | $182.7M | +1.09σ | P92 ▲ | P93 ▲ |
| Total Patient Days | 93,655 | 12,073 | 12,943 | +1.21σ | P91 ▲ | P90 |
| Medicare Day % | 0.3% | 30.9% | 30.6% | -1.69σ | P1 ▼ | P1 ▼ |
| Medicaid Day % | 5.0% | 5.1% | 7.7% | -0.35σ | P50 | P30 |
| Operating Margin | 30.5% | -4.8% | -6.2% | +1.84σ | P98 ▲ | P97 ▲ |
| Revenue per Bed | $4.4M | $1.2M | $1.2M | +1.50σ | P97 ▲ | P99 ▲ |
| Occupancy Rate | 78.1% | 53.7% | 50.1% | +1.04σ | P84 | P84 |
| Commercial Payer % | 94.7% | 61.2% | 59.9% | +1.73σ | P95 ▲ | P93 ▲ |
| Net-to-Gross Ratio | 48.7% | 33.3% | 33.2% | +0.49σ | P73 | P77 |
| Expense per Bed | $3.1M | $1.2M | $1.2M | +0.61σ | P91 ▲ | P95 ▲ |
| Revenue per Patient Day | 15,391 | 7,054 | 7,649 | -0.02σ | P82 | P88 |
| Payer Diversity Index | 0.100 | 0.473 | 0.518 | -2.35σ | P5 ▼ | P6 ▼ |
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 | $635.4M | +3.15σ |
| Operating Margin | 2.1% | 0.3054 | -0.0716 | +1.98σ |
| Occupancy Rate | 44.3% | 0.7813 | 0.6634 | +0.65σ |
| Revenue Per Bed | 2.6% | $4.4M | $1.7M | +1.39σ |
| Net To Gross Ratio | 22.4% | 0.4872 | 0.3500 | +0.79σ |