Statistical Profile — ROGER MILLS MEMORIAL HOSPITAL
CCN 371303 | nan, OK | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
15
Beds
$7.3M
Net Revenue
-26.4%
Op Margin
22.6%
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 | 15 | 63 | 36 | -0.65σ | P5 ▼ | P8 ▼ |
| Net Patient Revenue | $7.3M | $59.7M | $24.2M | -0.46σ | P5 ▼ | P12 |
| Operating Expenses | $9.2M | $62.7M | $27.4M | -0.45σ | P5 ▼ | P10 |
| Net Income | $-1.9M | $-2.1M | $-2.4M | +0.07σ | P51 | P52 |
| Gross Patient Revenue | $11.1M | $186.6M | $67.3M | -0.46σ | P4 ▼ | P5 ▼ |
| Total Patient Days | 1,236 | 12,073 | 4,669 | -0.59σ | P10 ▼ | P15 |
| Medicare Day % | 73.6% | 30.9% | 42.3% | +1.99σ | P95 ▲ | P83 |
| Medicaid Day % | 7.4% | 5.1% | 16.5% | -0.17σ | P63 | P36 |
| Operating Margin | -26.4% | -4.8% | -8.8% | -0.99σ | P15 | P19 |
| Revenue per Bed | 487,237 | $1.2M | 791,494 | -0.51σ | P22 | P33 |
| Occupancy Rate | 22.6% | 53.7% | 37.9% | -1.15σ | P17 | P28 |
| Commercial Payer % | 19.0% | 61.2% | 37.2% | -1.95σ | P3 ▼ | P12 |
| Net-to-Gross Ratio | 66.1% | 33.3% | 28.3% | +1.32σ | P89 | P90 ▲ |
| Expense per Bed | 615,879 | $1.2M | 891,796 | -0.39σ | P26 | P33 |
| Revenue per Patient Day | 5,913 | 7,054 | 6,241 | -0.05σ | P40 | P46 |
| Payer Diversity Index | 0.416 | 0.473 | 0.552 | -0.14σ | P31 | P23 |
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% | $7.3M | $17.0M | -0.04σ |
| Operating Margin | 2.1% | -0.2640 | -0.0910 | -0.91σ |
| Occupancy Rate | 44.3% | 0.2258 | 0.3024 | -0.42σ |
| Revenue Per Bed | 2.6% | 487,237 | $1.4M | -0.50σ |
| Net To Gross Ratio | 22.4% | 0.6608 | 0.5644 | +0.56σ |