Statistical Profile — GRADY MEMORIAL HOSPITAL
CCN 360210 | DELAWARE, OH | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
60
Beds
$146.7M
Net Revenue
16.5%
Op Margin
33.2%
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 | 60 | 63 | 77 | -0.40σ | P48 | P41 |
| Net Patient Revenue | $146.7M | $59.7M | $74.7M | -0.16σ | P68 | P63 |
| Operating Expenses | $122.5M | $62.7M | $65.4M | -0.21σ | P64 | P61 |
| Net Income | $24.2M | $-2.1M | -371,404 | +0.26σ | P91 ▲ | P91 ▲ |
| Gross Patient Revenue | $401.0M | $186.6M | $238.2M | -0.25σ | P62 | P60 |
| Total Patient Days | 7,268 | 12,073 | 12,920 | -0.47σ | P41 | P37 |
| Medicare Day % | 30.0% | 30.9% | 26.9% | -0.20σ | P48 | P63 |
| Medicaid Day % | 3.8% | 5.1% | 3.7% | -0.45σ | P42 | P52 |
| Operating Margin | 16.5% | -4.8% | -0.3% | +1.14σ | P90 | P86 |
| Revenue per Bed | $2.4M | $1.2M | $1.3M | +0.50σ | P85 | P87 |
| Occupancy Rate | 33.2% | 53.7% | 53.3% | -0.73σ | P27 | P22 |
| Commercial Payer % | 66.2% | 61.2% | 69.1% | +0.35σ | P61 | P40 |
| Net-to-Gross Ratio | 36.6% | 33.3% | 30.7% | -0.09σ | P56 | P68 |
| Expense per Bed | $2.0M | $1.2M | $1.3M | +0.20σ | P76 | P76 |
| Revenue per Patient Day | 20,188 | 7,054 | 7,089 | +0.00σ | P89 | P88 |
| Payer Diversity Index | 0.470 | 0.473 | 0.445 | +0.23σ | P49 | P60 |
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% | $146.7M | $26.0M | +0.47σ |
| Operating Margin | 2.1% | 0.1649 | -0.0528 | +1.15σ |
| Occupancy Rate | 44.3% | 0.3319 | 0.4748 | -0.78σ |
| Revenue Per Bed | 2.6% | $2.4M | $1.5M | +0.49σ |
| Net To Gross Ratio | 22.4% | 0.3659 | 0.3437 | +0.13σ |