Statistical Profile — ACCESS HOSPITAL DAYTON
CCN 364050 | nan, OH | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
36
Beds
$2.6M
Net Revenue
-50.0%
Op Margin
33.4%
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 | 36 | 63 | 77 | -0.53σ | P34 | P27 |
| Net Patient Revenue | $2.6M | $59.7M | $74.7M | -0.47σ | P1 ▼ | P1 ▼ |
| Operating Expenses | $4.0M | $62.7M | $65.4M | -0.46σ | P1 ▼ | P0 ▼ |
| Net Income | $-1.4M | $-2.1M | -371,404 | +0.08σ | P54 | P43 |
| Gross Patient Revenue | $11.9M | $186.6M | $238.2M | -0.46σ | P4 ▼ | P4 ▼ |
| Total Patient Days | 4,395 | 12,073 | 12,920 | -0.53σ | P31 | P24 |
| Medicare Day % | 18.8% | 30.9% | 26.9% | -0.76σ | P22 | P21 |
| Medicaid Day % | 11.3% | 5.1% | 3.7% | +0.15σ | P75 | P94 ▲ |
| Operating Margin | -50.0% | -4.8% | -0.3% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 71,699 | $1.2M | $1.3M | -0.73σ | P1 ▼ | P1 ▼ |
| Occupancy Rate | 33.4% | 53.7% | 53.3% | -0.72σ | P28 | P23 |
| Commercial Payer % | 69.9% | 61.2% | 69.1% | +0.52σ | P69 | P53 |
| Net-to-Gross Ratio | 21.7% | 33.3% | 30.7% | -0.80σ | P22 | P20 |
| Expense per Bed | 110,085 | $1.2M | $1.3M | -0.60σ | P1 ▼ | P1 ▼ |
| Revenue per Patient Day | 587.2924 | 7,054 | 7,089 | -0.07σ | P1 ▼ | P0 ▼ |
| Payer Diversity Index | 0.464 | 0.473 | 0.445 | +0.19σ | P46 | P57 |
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% | $2.6M | $3.8M | -0.00σ |
| Operating Margin | 2.1% | -0.5000 | -0.0593 | -2.32σ |
| Occupancy Rate | 44.3% | 0.3345 | 0.5431 | -1.14σ |
| Revenue Per Bed | 2.6% | 71,699 | $1.6M | -0.78σ |
| Net To Gross Ratio | 22.4% | 0.2170 | 0.3489 | -0.76σ |