Statistical Profile — LANDMANN-JUNGMAN MEMORIAL HOSPITAL
CCN 431317 | BON HOMME, SD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$5.5M
Net Revenue
-30.8%
Op Margin
3.8%
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 %: +2.1σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and SD (n=63) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | SD Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 20 | 63 | 25 | -0.62σ | P10 | P34 |
| Net Patient Revenue | $5.5M | $59.7M | $20.5M | -0.46σ | P3 ▼ | P3 ▼ |
| Operating Expenses | $7.2M | $62.7M | $21.4M | -0.45σ | P3 ▼ | P6 ▼ |
| Net Income | $-1.7M | $-2.1M | -806,988 | +0.08σ | P52 | P35 |
| Gross Patient Revenue | $6.9M | $186.6M | $46.9M | -0.46σ | P2 ▼ | P2 ▼ |
| Total Patient Days | 280 | 12,073 | 1,890 | -0.61σ | P1 ▼ | P3 ▼ |
| Medicare Day % | 76.4% | 30.9% | 61.6% | +2.13σ | P96 ▲ | P73 |
| Operating Margin | -30.8% | -4.8% | -3.2% | -1.21σ | P12 | P0 ▼ |
| Revenue per Bed | 276,884 | $1.2M | $1.1M | -0.62σ | P9 ▼ | P0 ▼ |
| Occupancy Rate | 3.8% | 53.7% | 26.4% | -1.89σ | P1 ▼ | P0 ▼ |
| Commercial Payer % | 23.6% | 61.2% | 29.4% | -1.73σ | P6 ▼ | P30 |
| Net-to-Gross Ratio | 80.2% | 33.3% | 51.8% | +1.99σ | P95 ▲ | P90 |
| Expense per Bed | 362,197 | $1.2M | $1.2M | -0.50σ | P13 | P2 ▼ |
| Revenue per Patient Day | 19,777 | 7,054 | 13,149 | -0.00σ | P88 | P84 |
| Payer Diversity Index | 0.360 | 0.473 | 0.494 | -0.53σ | P20 | P24 |
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% | $5.5M | nan | +nanσ |
| Operating Margin | 2.1% | -0.3081 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0384 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 276,884 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.8019 | nan | +nanσ |