Statistical Profile — ALLIANCE COMMUNITY HOSPITAL
CCN 360131 | STARK, OH | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
50
Beds
$100.2M
Net Revenue
-3.5%
Op Margin
28.3%
Occupancy
0
Outlier Flags
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 | 50 | 63 | 77 | -0.46σ | P44 | P35 |
| Net Patient Revenue | $100.2M | $59.7M | $74.7M | -0.26σ | P60 | P56 |
| Operating Expenses | $103.7M | $62.7M | $65.4M | -0.25σ | P60 | P58 |
| Net Income | $-3.5M | $-2.1M | -371,404 | +0.06σ | P43 | P32 |
| Gross Patient Revenue | $253.4M | $186.6M | $238.2M | -0.33σ | P55 | P51 |
| Total Patient Days | 5,629 | 12,073 | 12,920 | -0.50σ | P36 | P30 |
| Medicare Day % | 23.2% | 30.9% | 26.9% | -0.54σ | P31 | P39 |
| Medicaid Day % | 4.0% | 5.1% | 3.7% | -0.43σ | P43 | P56 |
| Operating Margin | -3.5% | -4.8% | -0.3% | +0.15σ | P53 | P41 |
| Revenue per Bed | $2.0M | $1.2M | $1.3M | +0.27σ | P77 | P73 |
| Occupancy Rate | 28.3% | 53.7% | 53.3% | -0.93σ | P22 | P17 |
| Commercial Payer % | 72.8% | 61.2% | 69.1% | +0.67σ | P75 | P65 |
| Net-to-Gross Ratio | 39.5% | 33.3% | 30.7% | +0.05σ | P61 | P73 |
| Expense per Bed | $2.1M | $1.2M | $1.3M | +0.21σ | P77 | P77 |
| Revenue per Patient Day | 17,799 | 7,054 | 7,089 | -0.01σ | P85 | P85 |
| Payer Diversity Index | 0.415 | 0.473 | 0.445 | -0.15σ | P31 | P36 |
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% | $100.2M | $6.9M | +0.36σ |
| Operating Margin | 2.1% | -0.0345 | -0.0482 | +0.07σ |
| Occupancy Rate | 44.3% | 0.2825 | 0.5003 | -1.19σ |
| Revenue Per Bed | 2.6% | $2.0M | $1.5M | +0.25σ |
| Net To Gross Ratio | 22.4% | 0.3953 | 0.3209 | +0.43σ |