Statistical Profile — DAYTON CHILDRENS HOSPITAL
CCN 363306 | MONTGOMERY, OH | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
181
Beds
$569.1M
Net Revenue
7.9%
Op Margin
56.0%
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: -2.1σ below 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 | 181 | 63 | 77 | +0.26σ | P77 | P77 |
| Net Patient Revenue | $569.1M | $59.7M | $74.7M | +0.75σ | P90 ▲ | P88 |
| Operating Expenses | $524.2M | $62.7M | $65.4M | +0.61σ | P89 | P88 |
| Net Income | $44.9M | $-2.1M | -371,404 | +0.40σ | P94 ▲ | P94 ▲ |
| Gross Patient Revenue | $965.7M | $186.6M | $238.2M | +0.04σ | P75 | P76 |
| Total Patient Days | 36,975 | 12,073 | 12,920 | +0.11σ | P75 | P76 |
| Medicare Day % | 0.0% | 30.9% | 26.9% | -1.70σ | P0 ▼ | P0 ▼ |
| Medicaid Day % | 7.2% | 5.1% | 3.7% | -0.18σ | P62 | P81 |
| Operating Margin | 7.9% | -4.8% | -0.3% | +0.72σ | P79 | P71 |
| Revenue per Bed | $3.1M | $1.2M | $1.3M | +0.86σ | P93 ▲ | P95 ▲ |
| Occupancy Rate | 56.0% | 53.7% | 53.3% | +0.16σ | P53 | P54 |
| Commercial Payer % | 92.8% | 61.2% | 69.1% | +1.64σ | P94 ▲ | P95 ▲ |
| Net-to-Gross Ratio | 58.9% | 33.3% | 30.7% | +0.98σ | P83 | P96 ▲ |
| Expense per Bed | $2.9M | $1.2M | $1.3M | +0.55σ | P89 | P94 ▲ |
| Revenue per Patient Day | 15,392 | 7,054 | 7,089 | -0.02σ | P82 | P81 |
| Payer Diversity Index | 0.134 | 0.473 | 0.445 | -2.12σ | P6 ▼ | P4 ▼ |
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% | $569.1M | $205.4M | +1.42σ |
| Operating Margin | 2.1% | 0.0789 | -0.0560 | +0.71σ |
| Occupancy Rate | 44.3% | 0.5597 | 0.5644 | -0.03σ |
| Revenue Per Bed | 2.6% | $3.1M | $1.5M | +0.88σ |
| Net To Gross Ratio | 22.4% | 0.5893 | 0.2612 | +1.89σ |