Statistical Profile — KEOKUK AREA HOSPITAL
CCN 160008 | LEE, IA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
49
Beds
$7.2M
Net Revenue
-50.0%
Op Margin
3.4%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: -2.2σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IA (n=124) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 49 | 63 | 25 | -0.46σ | P43 | P75 |
| Net Patient Revenue | $7.2M | $59.7M | $36.8M | -0.46σ | P5 ▼ | P1 ▼ |
| Operating Expenses | $14.5M | $62.7M | $38.8M | -0.44σ | P12 | P8 ▼ |
| Net Income | $-7.2M | $-2.1M | $-3.0M | +0.04σ | P32 | P21 |
| Gross Patient Revenue | $22.6M | $186.6M | $73.9M | -0.45σ | P10 | P8 ▼ |
| Total Patient Days | 456 | 12,073 | 2,364 | -0.60σ | P2 ▼ | P2 ▼ |
| Medicare Day % | 65.6% | 30.9% | 53.5% | +1.58σ | P92 ▲ | P80 |
| Medicaid Day % | 1.1% | 5.1% | 3.2% | -0.66σ | P16 | P33 |
| Operating Margin | -50.0% | -4.8% | -8.2% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 147,428 | $1.2M | $1.3M | -0.69σ | P3 ▼ | P1 ▼ |
| Occupancy Rate | 3.4% | 53.7% | 26.6% | -1.91σ | P1 ▼ | P0 ▼ |
| Commercial Payer % | 33.3% | 61.2% | 41.3% | -1.26σ | P12 | P19 |
| Net-to-Gross Ratio | 32.0% | 33.3% | 50.8% | -0.31σ | P47 | P19 |
| Expense per Bed | 295,032 | $1.2M | $1.4M | -0.53σ | P9 ▼ | P2 ▼ |
| Revenue per Patient Day | 15,842 | 7,054 | 16,230 | -0.02σ | P83 | P49 |
| Payer Diversity Index | 0.459 | 0.473 | 0.488 | +0.16σ | P44 | P31 |
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 | $-9.6M | +0.07σ |
| Operating Margin | 2.1% | -0.5000 | -0.0789 | -2.22σ |
| Occupancy Rate | 44.3% | 0.0341 | 0.2912 | -1.41σ |
| Revenue Per Bed | 2.6% | 147,428 | $1.3M | -0.62σ |
| Net To Gross Ratio | 22.4% | 0.3198 | 0.4831 | -0.94σ |