Statistical Profile — HANSEN FAMILY HOSPITAL
CCN 161380 | HARDIN, IA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
17
Beds
$32.1M
Net Revenue
-3.2%
Op Margin
15.1%
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.
- Medicare Day %: +2.0σ above 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 | 17 | 63 | 25 | -0.64σ | P8 ▼ | P8 ▼ |
| Net Patient Revenue | $32.1M | $59.7M | $36.8M | -0.40σ | P35 | P42 |
| Operating Expenses | $33.1M | $62.7M | $38.8M | -0.40σ | P34 | P41 |
| Net Income | $-1.0M | $-2.1M | $-3.0M | +0.08σ | P57 | P72 |
| Gross Patient Revenue | $60.5M | $186.6M | $73.9M | -0.43σ | P28 | P43 |
| Total Patient Days | 938 | 12,073 | 2,364 | -0.59σ | P7 ▼ | P11 |
| Medicare Day % | 74.5% | 30.9% | 53.5% | +2.03σ | P96 ▲ | P93 ▲ |
| Medicaid Day % | 0.1% | 5.1% | 3.2% | -0.74σ | P2 ▼ | P1 ▼ |
| Operating Margin | -3.2% | -4.8% | -8.2% | +0.16σ | P54 | P73 |
| Revenue per Bed | $1.9M | $1.2M | $1.3M | +0.21σ | P75 | P77 |
| Occupancy Rate | 15.1% | 53.7% | 26.6% | -1.45σ | P9 ▼ | P20 |
| Commercial Payer % | 25.4% | 61.2% | 41.3% | -1.64σ | P7 ▼ | P8 ▼ |
| Net-to-Gross Ratio | 53.0% | 33.3% | 50.8% | +0.69σ | P78 | P57 |
| Expense per Bed | $1.9M | $1.2M | $1.4M | +0.16σ | P74 | P70 |
| Revenue per Patient Day | 34,215 | 7,054 | 16,230 | +0.05σ | P95 ▲ | P93 ▲ |
| Payer Diversity Index | 0.380 | 0.473 | 0.488 | -0.39σ | P23 | 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% | $32.1M | $9.0M | +0.09σ |
| Operating Margin | 2.1% | -0.0319 | -0.0779 | +0.24σ |
| Occupancy Rate | 44.3% | 0.1512 | 0.2947 | -0.79σ |
| Revenue Per Bed | 2.6% | $1.9M | $1.5M | +0.22σ |
| Net To Gross Ratio | 22.4% | 0.5302 | 0.5334 | -0.02σ |