Statistical Profile — CASS COUNTY MEMORIAL HOSPITAL
CCN 161376 | CASS, IA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$64.0M
Net Revenue
-7.1%
Op Margin
42.2%
Occupancy
0
Outlier Flags
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 | 25 | 63 | 25 | -0.59σ | P16 | P22 |
| Net Patient Revenue | $64.0M | $59.7M | $36.8M | -0.33σ | P51 | P72 |
| Operating Expenses | $68.6M | $62.7M | $38.8M | -0.33σ | P52 | P73 |
| Net Income | $-4.6M | $-2.1M | $-3.0M | +0.06σ | P39 | P31 |
| Gross Patient Revenue | $115.0M | $186.6M | $73.9M | -0.41σ | P41 | P67 |
| Total Patient Days | 3,854 | 12,073 | 2,364 | -0.54σ | P28 | P68 |
| Medicare Day % | 60.8% | 30.9% | 53.5% | +1.34σ | P88 | P68 |
| Medicaid Day % | 0.2% | 5.1% | 3.2% | -0.73σ | P3 ▼ | P6 ▼ |
| Operating Margin | -7.1% | -4.8% | -8.2% | -0.03σ | P44 | P55 |
| Revenue per Bed | $2.6M | $1.2M | $1.3M | +0.56σ | P87 | P89 |
| Occupancy Rate | 42.2% | 53.7% | 26.6% | -0.38σ | P37 | P77 |
| Commercial Payer % | 39.0% | 61.2% | 41.3% | -0.98σ | P17 | P38 |
| Net-to-Gross Ratio | 55.7% | 33.3% | 50.8% | +0.82σ | P80 | P68 |
| Expense per Bed | $2.7M | $1.2M | $1.4M | +0.49σ | P88 | P90 ▲ |
| Revenue per Patient Day | 16,617 | 7,054 | 16,230 | -0.01σ | P84 | P50 |
| Payer Diversity Index | 0.478 | 0.473 | 0.488 | +0.29σ | P52 | P40 |
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% | $64.0M | $28.9M | +0.14σ |
| Operating Margin | 2.1% | -0.0711 | -0.0649 | -0.03σ |
| Occupancy Rate | 44.3% | 0.4224 | 0.3768 | +0.25σ |
| Revenue Per Bed | 2.6% | $2.6M | $1.5M | +0.53σ |
| Net To Gross Ratio | 22.4% | 0.5571 | 0.4708 | +0.50σ |