Statistical Profile — PRAGUE COMMUNITY HOSPITAL
CCN 371301 | POTTAWATOMIE, OK | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$14.1M
Net Revenue
-26.0%
Op Margin
36.3%
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 %: +2.4σ above national mean
- Commercial Payer %: -2.1σ 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 | 25 | 63 | 36 | -0.59σ | P16 | P20 |
| Net Patient Revenue | $14.1M | $59.7M | $24.2M | -0.44σ | P14 | P29 |
| Operating Expenses | $17.7M | $62.7M | $27.4M | -0.43σ | P16 | P30 |
| Net Income | $-3.7M | $-2.1M | $-2.4M | +0.06σ | P42 | P41 |
| Gross Patient Revenue | $24.3M | $186.6M | $67.3M | -0.45σ | P11 | P22 |
| Total Patient Days | 3,314 | 12,073 | 4,669 | -0.55σ | P25 | P38 |
| Medicare Day % | 82.6% | 30.9% | 42.3% | +2.44σ | P98 ▲ | P94 ▲ |
| Medicaid Day % | 1.0% | 5.1% | 16.5% | -0.67σ | P15 | P7 ▼ |
| Operating Margin | -26.0% | -4.8% | -8.8% | -0.97σ | P15 | P20 |
| Revenue per Bed | 562,372 | $1.2M | 791,494 | -0.48σ | P26 | P36 |
| Occupancy Rate | 36.3% | 53.7% | 37.9% | -0.61σ | P31 | P46 |
| Commercial Payer % | 16.4% | 61.2% | 37.2% | -2.08σ | P3 ▼ | P8 ▼ |
| Net-to-Gross Ratio | 57.8% | 33.3% | 28.3% | +0.92σ | P82 | P85 |
| Expense per Bed | 708,377 | $1.2M | 891,796 | -0.36σ | P30 | P39 |
| Revenue per Patient Day | 4,242 | 7,054 | 6,241 | -0.06σ | P27 | P30 |
| Payer Diversity Index | 0.290 | 0.473 | 0.552 | -1.02σ | P13 | P10 ▼ |
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% | $14.1M | $39.0M | -0.10σ |
| Operating Margin | 2.1% | -0.2596 | -0.0822 | -0.93σ |
| Occupancy Rate | 44.3% | 0.3632 | 0.2705 | +0.51σ |
| Revenue Per Bed | 2.6% | 562,372 | $1.5M | -0.46σ |
| Net To Gross Ratio | 22.4% | 0.5785 | 0.5604 | +0.10σ |