Statistical Profile — LOGAN HEALTH SHELBY
CCN 271328 | nan, MT | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
21
Beds
$12.6M
Net Revenue
-22.0%
Op Margin
7.7%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
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 %: +2.2σ above national mean
- Commercial Payer %: -2.3σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MT (n=66) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MT Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 21 | 63 | 25 | -0.62σ | P12 | P29 |
| Net Patient Revenue | $12.6M | $59.7M | $16.7M | -0.44σ | P12 | P35 |
| Operating Expenses | $15.3M | $62.7M | $22.4M | -0.43σ | P13 | P39 |
| Net Income | $-2.8M | $-2.1M | $-1.9M | +0.07σ | P46 | P39 |
| Gross Patient Revenue | $16.8M | $186.6M | $31.2M | -0.46σ | P7 ▼ | P37 |
| Total Patient Days | 587 | 12,073 | 5,375 | -0.60σ | P3 ▼ | P6 ▼ |
| Medicare Day % | 77.0% | 30.9% | 35.6% | +2.16σ | P97 ▲ | P94 ▲ |
| Medicaid Day % | 11.9% | 5.1% | 19.6% | +0.20σ | P76 | P34 |
| Operating Margin | -22.0% | -4.8% | -9.6% | -0.77σ | P19 | P24 |
| Revenue per Bed | 597,925 | $1.2M | $1.3M | -0.46σ | P28 | P35 |
| Occupancy Rate | 7.7% | 53.7% | 54.1% | -1.74σ | P3 ▼ | P5 ▼ |
| Commercial Payer % | 11.1% | 61.2% | 39.2% | -2.34σ | P1 ▼ | P3 ▼ |
| Net-to-Gross Ratio | 74.9% | 33.3% | 70.9% | +1.74σ | P93 ▲ | P62 |
| Expense per Bed | 729,423 | $1.2M | $1.7M | -0.35σ | P31 | P35 |
| Revenue per Patient Day | 21,391 | 7,054 | 10,966 | +0.01σ | P90 | P86 |
| Payer Diversity Index | 0.381 | 0.473 | 0.546 | -0.39σ | P23 | P15 |
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% | $12.6M | $11.8M | +0.00σ |
| Operating Margin | 2.1% | -0.2199 | -0.1045 | -0.61σ |
| Occupancy Rate | 44.3% | 0.0766 | 0.2633 | -1.02σ |
| Revenue Per Bed | 2.6% | 597,925 | $1.3M | -0.39σ |
| Net To Gross Ratio | 22.4% | 0.7494 | 0.5950 | +0.89σ |