Statistical Profile — GRADY MEMORIAL HOSPITAL
CCN 370054 | GRADY, OK | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
48
Beds
$45.1M
Net Revenue
-15.5%
Op Margin
23.2%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OK (n=147) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OK Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 48 | 63 | 36 | -0.47σ | P42 | P62 |
| Net Patient Revenue | $45.1M | $59.7M | $24.2M | -0.37σ | P44 | P65 |
| Operating Expenses | $52.1M | $62.7M | $27.4M | -0.36σ | P46 | P64 |
| Net Income | $-7.0M | $-2.1M | $-2.4M | +0.04σ | P33 | P29 |
| Gross Patient Revenue | $138.6M | $186.6M | $67.3M | -0.39σ | P44 | P58 |
| Total Patient Days | 4,058 | 12,073 | 4,669 | -0.53σ | P29 | P44 |
| Medicare Day % | 46.3% | 30.9% | 42.3% | +0.62σ | P76 | P56 |
| Medicaid Day % | 13.8% | 5.1% | 16.5% | +0.35σ | P80 | P47 |
| Operating Margin | -15.5% | -4.8% | -8.8% | -0.45σ | P27 | P41 |
| Revenue per Bed | 940,287 | $1.2M | 791,494 | -0.28σ | P40 | P58 |
| Occupancy Rate | 23.2% | 53.7% | 37.9% | -1.13σ | P17 | P29 |
| Commercial Payer % | 39.9% | 61.2% | 37.2% | -0.94σ | P18 | P58 |
| Net-to-Gross Ratio | 32.6% | 33.3% | 28.3% | -0.28σ | P48 | P57 |
| Expense per Bed | $1.1M | $1.2M | 891,796 | -0.20σ | P44 | P55 |
| Revenue per Patient Day | 11,122 | 7,054 | 6,241 | -0.03σ | P70 | P80 |
| Payer Diversity Index | 0.608 | 0.473 | 0.552 | +1.20σ | P93 ▲ | P65 |
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% | $45.1M | $17.1M | +0.11σ |
| Operating Margin | 2.1% | -0.1546 | -0.0842 | -0.37σ |
| Occupancy Rate | 44.3% | 0.2316 | 0.3903 | -0.87σ |
| Revenue Per Bed | 2.6% | 940,287 | $1.4M | -0.23σ |
| Net To Gross Ratio | 22.4% | 0.3256 | 0.4564 | -0.75σ |