Statistical Profile — DANIEL DRAKE CENTER FOR POST-ACUTE C
CCN 362004 | HAMILTON, OH | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
82
Beds
$39.0M
Net Revenue
-50.0%
Op Margin
30.8%
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.
- Operating Margin: -2.2σ 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 | 82 | 63 | 77 | -0.28σ | P56 | P53 |
| Net Patient Revenue | $39.0M | $59.7M | $74.7M | -0.39σ | P41 | P36 |
| Operating Expenses | $59.0M | $62.7M | $65.4M | -0.34σ | P48 | P46 |
| Net Income | $-20.1M | $-2.1M | -371,404 | -0.05σ | P19 | P14 |
| Gross Patient Revenue | $164.1M | $186.6M | $238.2M | -0.38σ | P48 | P40 |
| Total Patient Days | 9,226 | 12,073 | 12,920 | -0.43σ | P45 | P41 |
| Medicare Day % | 22.7% | 30.9% | 26.9% | -0.56σ | P30 | P36 |
| Medicaid Day % | 6.5% | 5.1% | 3.7% | -0.23σ | P58 | P77 |
| Operating Margin | -50.0% | -4.8% | -0.3% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 475,103 | $1.2M | $1.3M | -0.52σ | P21 | P23 |
| Occupancy Rate | 30.8% | 53.7% | 53.3% | -0.83σ | P25 | P20 |
| Commercial Payer % | 70.8% | 61.2% | 69.1% | +0.57σ | P71 | P58 |
| Net-to-Gross Ratio | 23.7% | 33.3% | 30.7% | -0.71σ | P27 | P26 |
| Expense per Bed | 719,682 | $1.2M | $1.3M | -0.35σ | P30 | P31 |
| Revenue per Patient Day | 4,223 | 7,054 | 7,089 | -0.06σ | P26 | P28 |
| Payer Diversity Index | 0.443 | 0.473 | 0.445 | +0.05σ | P39 | P49 |
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% | $39.0M | $29.8M | +0.04σ |
| Operating Margin | 2.1% | -0.5000 | -0.0552 | -2.34σ |
| Occupancy Rate | 44.3% | 0.3083 | 0.4767 | -0.92σ |
| Revenue Per Bed | 2.6% | 475,103 | $1.4M | -0.49σ |
| Net To Gross Ratio | 22.4% | 0.2374 | 0.3152 | -0.45σ |