Statistical Profile — CLEVELAND AREA HOSPITAL
CCN 371320 | PAWNEE, OK | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
14
Beds
$20.0M
Net Revenue
3.9%
Op Margin
40.7%
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.
- Medicare Day %: +2.6σ above national mean
- Commercial Payer %: -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 | 14 | 63 | 36 | -0.65σ | P4 ▼ | P6 ▼ |
| Net Patient Revenue | $20.0M | $59.7M | $24.2M | -0.43σ | P22 | P43 |
| Operating Expenses | $19.2M | $62.7M | $27.4M | -0.43σ | P19 | P36 |
| Net Income | 769,108 | $-2.1M | $-2.4M | +0.09σ | P68 | P77 |
| Gross Patient Revenue | $40.6M | $186.6M | $67.3M | -0.44σ | P20 | P35 |
| Total Patient Days | 2,081 | 12,073 | 4,669 | -0.57σ | P17 | P24 |
| Medicare Day % | 85.1% | 30.9% | 42.3% | +2.56σ | P99 ▲ | P96 ▲ |
| Medicaid Day % | 0.9% | 5.1% | 16.5% | -0.68σ | P13 | P6 ▼ |
| Operating Margin | 3.9% | -4.8% | -8.8% | +0.52σ | P71 | P76 |
| Revenue per Bed | $1.4M | $1.2M | 791,494 | -0.03σ | P60 | P74 |
| Occupancy Rate | 40.7% | 53.7% | 37.9% | -0.44σ | P35 | P50 |
| Commercial Payer % | 14.0% | 61.2% | 37.2% | -2.20σ | P2 ▼ | P5 ▼ |
| Net-to-Gross Ratio | 49.2% | 33.3% | 28.3% | +0.51σ | P74 | P79 |
| Expense per Bed | $1.4M | $1.2M | 891,796 | -0.08σ | P55 | P65 |
| Revenue per Patient Day | 9,597 | 7,054 | 6,241 | -0.04σ | P64 | P72 |
| Payer Diversity Index | 0.256 | 0.473 | 0.552 | -1.26σ | P11 | P8 ▼ |
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% | $20.0M | $31.0M | -0.04σ |
| Operating Margin | 2.1% | 0.0385 | -0.0849 | +0.65σ |
| Occupancy Rate | 44.3% | 0.4072 | 0.2652 | +0.78σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.5M | -0.02σ |
| Net To Gross Ratio | 22.4% | 0.4921 | 0.5810 | -0.51σ |