Statistical Profile — CHILDRENS HOSPITAL MEDICAL CENTER
CCN 363300 | HAMILTON, OH | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
711
Beds
$2.51B
Net Revenue
-20.1%
Op Margin
64.4%
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: +3.2σ above national mean
- Net Patient Revenue: +4.9σ above national mean
- Operating Expenses: +5.7σ above national mean
- Net Income: -3.4σ below national mean
- Total Patient Days: +2.6σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OH (n=235) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OH Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 711 | 63 | 77 | +3.16σ | P98 ▲ | P97 ▲ |
| Net Patient Revenue | $2.51B | $59.7M | $74.7M | +4.90σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $3.01B | $62.7M | $65.4M | +5.73σ | P99 ▲ | P99 ▲ |
| Net Income | $-504.2M | $-2.1M | -371,404 | -3.42σ | P1 ▼ | P1 ▼ |
| Gross Patient Revenue | $4.03B | $186.6M | $238.2M | +1.65σ | P95 ▲ | P94 ▲ |
| Total Patient Days | 167,130 | 12,073 | 12,920 | +2.64σ | P97 ▲ | P97 ▲ |
| Medicare Day % | 0.5% | 30.9% | 26.9% | -1.67σ | P2 ▼ | P2 ▼ |
| Medicaid Day % | 9.0% | 5.1% | 3.7% | -0.03σ | P69 | P90 |
| Operating Margin | -20.1% | -4.8% | -0.3% | -0.68σ | P21 | P12 |
| Revenue per Bed | $3.5M | $1.2M | $1.3M | +1.06σ | P95 ▲ | P96 ▲ |
| Occupancy Rate | 64.4% | 53.7% | 53.3% | +0.49σ | P64 | P67 |
| Commercial Payer % | 90.4% | 61.2% | 69.1% | +1.52σ | P93 ▲ | P92 ▲ |
| Net-to-Gross Ratio | 62.2% | 33.3% | 30.7% | +1.13σ | P86 | P99 ▲ |
| Expense per Bed | $4.2M | $1.2M | $1.3M | +1.10σ | P97 ▲ | P97 ▲ |
| Revenue per Patient Day | 15,009 | 7,054 | 7,089 | -0.02σ | P81 | P80 |
| Payer Diversity Index | 0.174 | 0.473 | 0.445 | -1.84σ | P8 ▼ | P7 ▼ |
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% | $2.51B | $1.09B | +5.53σ |
| Operating Margin | 2.1% | -0.2010 | -0.1196 | -0.43σ |
| Occupancy Rate | 44.3% | 0.6437 | 0.4078 | +1.29σ |
| Revenue Per Bed | 2.6% | $3.5M | 950,365 | +1.34σ |
| Net To Gross Ratio | 22.4% | 0.6218 | 0.3162 | +1.76σ |