Statistical Profile — COMMUNITY MEMORIAL HOSPITAL
CCN 361301 | DEFIANCE, OH | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$23.6M
Net Revenue
-50.0%
Op Margin
22.0%
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.
- 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 | 25 | 63 | 77 | -0.59σ | P16 | P11 |
| Net Patient Revenue | $23.6M | $59.7M | $74.7M | -0.42σ | P26 | P22 |
| Operating Expenses | $40.4M | $62.7M | $65.4M | -0.38σ | P40 | P38 |
| Net Income | $-16.8M | $-2.1M | -371,404 | -0.03σ | P22 | P16 |
| Gross Patient Revenue | $50.9M | $186.6M | $238.2M | -0.44σ | P25 | P15 |
| Total Patient Days | 2,009 | 12,073 | 12,920 | -0.57σ | P16 | P8 ▼ |
| Medicare Day % | 25.7% | 30.9% | 26.9% | -0.41σ | P37 | P45 |
| Medicaid Day % | 5.4% | 5.1% | 3.7% | -0.32σ | P52 | P66 |
| Operating Margin | -50.0% | -4.8% | -0.3% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 945,200 | $1.2M | $1.3M | -0.28σ | P41 | P34 |
| Occupancy Rate | 22.0% | 53.7% | 53.3% | -1.17σ | P16 | P8 ▼ |
| Commercial Payer % | 68.9% | 61.2% | 69.1% | +0.48σ | P67 | P49 |
| Net-to-Gross Ratio | 46.5% | 33.3% | 30.7% | +0.38σ | P71 | P85 |
| Expense per Bed | $1.6M | $1.2M | $1.3M | +0.02σ | P64 | P65 |
| Revenue per Patient Day | 11,762 | 7,054 | 7,089 | -0.03σ | P72 | P72 |
| Payer Diversity Index | 0.456 | 0.473 | 0.445 | +0.14σ | P43 | P55 |
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% | $23.6M | $-12.0M | +0.14σ |
| Operating Margin | 2.1% | -0.5000 | -0.0522 | -2.36σ |
| Occupancy Rate | 44.3% | 0.2202 | 0.5165 | -1.62σ |
| Revenue Per Bed | 2.6% | 945,200 | $1.6M | -0.33σ |
| Net To Gross Ratio | 22.4% | 0.4645 | 0.3528 | +0.64σ |