Statistical Profile — GRIFFIN MEMORIAL HOSPITAL
CCN 374000 | CLEVELAND, OK | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
120
Beds
$7.2M
Net Revenue
-50.0%
Op Margin
86.7%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicaid Day %: +3.8σ above national mean
- Operating Margin: -2.2σ below national mean
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 | 120 | 63 | 36 | -0.07σ | P66 | P87 |
| Net Patient Revenue | $7.2M | $59.7M | $24.2M | -0.46σ | P5 ▼ | P12 |
| Operating Expenses | $32.8M | $62.7M | $27.4M | -0.40σ | P34 | P53 |
| Net Income | $-25.7M | $-2.1M | $-2.4M | -0.09σ | P17 | P10 ▼ |
| Gross Patient Revenue | $24.6M | $186.6M | $67.3M | -0.45σ | P11 | P23 |
| Total Patient Days | 37,961 | 12,073 | 4,669 | +0.13σ | P75 | P91 ▲ |
| Medicare Day % | 3.8% | 30.9% | 42.3% | -1.51σ | P4 ▼ | P2 ▼ |
| Medicaid Day % | 57.5% | 5.1% | 16.5% | +3.80σ | P98 ▲ | P93 ▲ |
| Operating Margin | -50.0% | -4.8% | -8.8% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 59,808 | $1.2M | 791,494 | -0.74σ | P1 ▼ | P1 ▼ |
| Occupancy Rate | 86.7% | 53.7% | 37.9% | +1.37σ | P93 ▲ | P92 ▲ |
| Commercial Payer % | 38.7% | 61.2% | 37.2% | -1.00σ | P17 | P55 |
| Net-to-Gross Ratio | 29.1% | 33.3% | 28.3% | -0.45σ | P40 | P51 |
| Expense per Bed | 273,592 | $1.2M | 891,796 | -0.54σ | P8 ▼ | P6 ▼ |
| Revenue per Patient Day | 189.0621 | 7,054 | 6,241 | -0.07σ | P1 ▼ | P1 ▼ |
| Payer Diversity Index | 0.518 | 0.473 | 0.552 | +0.57σ | P74 | P42 |
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% | $7.2M | $230.1M | -0.87σ |
| Operating Margin | 2.1% | -0.5000 | -0.1326 | -1.93σ |
| Occupancy Rate | 44.3% | 0.8667 | 0.6761 | +1.04σ |
| Revenue Per Bed | 2.6% | 59,808 | $1.5M | -0.77σ |
| Net To Gross Ratio | 22.4% | 0.2912 | 0.5110 | -1.27σ |