Statistical Profile — CHILDRENS MERCY HOSPITAL KANSAS
CCN 173300 | JOHNSON, KS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
42
Beds
$108.5M
Net Revenue
14.7%
Op Margin
6.0%
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.
- Payer Diversity Index: -2.6σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and KS (n=152) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | KS Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 42 | 63 | 25 | -0.50σ | P39 | P74 |
| Net Patient Revenue | $108.5M | $59.7M | $19.2M | -0.24σ | P62 | P90 ▲ |
| Operating Expenses | $92.6M | $62.7M | $22.5M | -0.28σ | P58 | P86 |
| Net Income | $15.9M | $-2.1M | $-3.0M | +0.20σ | P89 | P97 ▲ |
| Gross Patient Revenue | $310.8M | $186.6M | $37.4M | -0.30σ | P59 | P88 |
| Total Patient Days | 915 | 12,073 | 2,916 | -0.59σ | P6 ▼ | P12 |
| Medicare Day % | 0.2% | 30.9% | 52.4% | -1.69σ | P1 ▼ | P0 ▼ |
| Medicaid Day % | 2.8% | 5.1% | 2.4% | -0.52σ | P34 | P54 |
| Operating Margin | 14.7% | -4.8% | -17.7% | +1.05σ | P88 | P94 ▲ |
| Revenue per Bed | $2.6M | $1.2M | 823,887 | +0.57σ | P87 | P96 ▲ |
| Occupancy Rate | 6.0% | 53.7% | 32.6% | -1.81σ | P2 ▼ | P2 ▼ |
| Commercial Payer % | 96.9% | 61.2% | 39.6% | +1.84σ | P97 ▲ | P99 ▲ |
| Net-to-Gross Ratio | 34.9% | 33.3% | 54.2% | -0.17σ | P53 | P30 |
| Expense per Bed | $2.2M | $1.2M | 988,935 | +0.26σ | P80 | P91 ▲ |
| Revenue per Patient Day | 118,527 | 7,054 | 8,637 | +0.37σ | P99 ▲ | P99 ▲ |
| Payer Diversity Index | 0.059 | 0.473 | 0.426 | -2.64σ | P3 ▼ | P0 ▼ |
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% | $108.5M | $-47.6M | +0.61σ |
| Operating Margin | 2.1% | 0.1466 | -0.0306 | +0.93σ |
| Occupancy Rate | 44.3% | 0.0597 | 0.5949 | -2.93σ |
| Revenue Per Bed | 2.6% | $2.6M | $1.6M | +0.53σ |
| Net To Gross Ratio | 22.4% | 0.3489 | 0.2197 | +0.75σ |