Statistical Profile — GRAPE COMMUNITY HOSPITAL - HAMBURG
CCN 161324 | FREMONT, IA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$11.4M
Net Revenue
-22.3%
Op Margin
6.4%
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 | $11.4M | $59.7M | $36.8M | -0.45σ | P10 | P5 ▼ |
| Operating Expenses | $13.9M | $62.7M | $38.8M | -0.44σ | P11 | P6 ▼ |
| Net Income | $-2.5M | $-2.1M | $-3.0M | +0.07σ | P47 | P54 |
| Gross Patient Revenue | $15.9M | $186.6M | $73.9M | -0.46σ | P6 ▼ | P2 ▼ |
| Total Patient Days | 587 | 12,073 | 2,364 | -0.60σ | P3 ▼ | P5 ▼ |
| Medicare Day % | 69.5% | 30.9% | 53.5% | +1.78σ | P93 ▲ | P88 |
| Operating Margin | -22.3% | -4.8% | -8.2% | -0.79σ | P18 | P11 |
| Revenue per Bed | 455,271 | $1.2M | $1.3M | -0.53σ | P20 | P7 ▼ |
| Occupancy Rate | 6.4% | 53.7% | 26.6% | -1.79σ | P2 ▼ | P4 ▼ |
| Commercial Payer % | 30.5% | 61.2% | 41.3% | -1.39σ | P10 ▼ | P15 |
| Net-to-Gross Ratio | 71.7% | 33.3% | 50.8% | +1.59σ | P92 ▲ | P93 ▲ |
| Expense per Bed | 556,780 | $1.2M | $1.4M | -0.42σ | P24 | P7 ▼ |
| Revenue per Patient Day | 19,390 | 7,054 | 16,230 | -0.00σ | P88 | P65 |
| Payer Diversity Index | 0.424 | 0.473 | 0.488 | -0.09σ | P33 | P17 |
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% | $11.4M | nan | +nanσ |
| Operating Margin | 2.1% | -0.2230 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0643 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 455,271 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.7172 | nan | +nanσ |