Statistical Profile — AULTMAN SPECIALTY HOSPITAL
CCN 362032 | STARK, OH | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
30
Beds
$4.9M
Net Revenue
-10.7%
Op Margin
28.9%
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 | 30 | 63 | 77 | -0.57σ | P31 | P24 |
| Net Patient Revenue | $4.9M | $59.7M | $74.7M | -0.46σ | P3 ▼ | P3 ▼ |
| Operating Expenses | $5.4M | $62.7M | $65.4M | -0.46σ | P2 ▼ | P3 ▼ |
| Net Income | -522,349 | $-2.1M | -371,404 | +0.08σ | P60 | P48 |
| Gross Patient Revenue | $9.6M | $186.6M | $238.2M | -0.46σ | P3 ▼ | P3 ▼ |
| Total Patient Days | 3,165 | 12,073 | 12,920 | -0.55σ | P24 | P15 |
| Medicare Day % | 22.3% | 30.9% | 26.9% | -0.58σ | P29 | P34 |
| Medicaid Day % | 8.6% | 5.1% | 3.7% | -0.07σ | P67 | P86 |
| Operating Margin | -10.7% | -4.8% | -0.3% | -0.21σ | P35 | P27 |
| Revenue per Bed | 162,012 | $1.2M | $1.3M | -0.68σ | P3 ▼ | P4 ▼ |
| Occupancy Rate | 28.9% | 53.7% | 53.3% | -0.90σ | P23 | P18 |
| Commercial Payer % | 69.1% | 61.2% | 69.1% | +0.49σ | P67 | P50 |
| Net-to-Gross Ratio | 50.9% | 33.3% | 30.7% | +0.59σ | P76 | P91 ▲ |
| Expense per Bed | 179,423 | $1.2M | $1.3M | -0.57σ | P3 ▼ | P4 ▼ |
| Revenue per Patient Day | 1,536 | 7,054 | 7,089 | -0.07σ | P10 | P14 |
| Payer Diversity Index | 0.465 | 0.473 | 0.445 | +0.20σ | P47 | P59 |
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% | $4.9M | $-3.8M | +0.03σ |
| Operating Margin | 2.1% | -0.1075 | -0.0561 | -0.27σ |
| Occupancy Rate | 44.3% | 0.2890 | 0.5304 | -1.32σ |
| Revenue Per Bed | 2.6% | 162,012 | $1.6M | -0.74σ |
| Net To Gross Ratio | 22.4% | 0.5089 | 0.3522 | +0.90σ |