Statistical Profile — LOGAN HEALTH CHESTER
CCN 271334 | LIBERTY, MT | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$6.2M
Net Revenue
-34.5%
Op Margin
77.9%
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.
- Medicaid Day %: +3.3σ above national mean
- Net-to-Gross Ratio: +2.8σ above 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 | 25 | 63 | 25 | -0.59σ | P16 | P35 |
| Net Patient Revenue | $6.2M | $59.7M | $16.7M | -0.46σ | P4 ▼ | P8 ▼ |
| Operating Expenses | $8.4M | $62.7M | $22.4M | -0.45σ | P4 ▼ | P12 |
| Net Income | $-2.1M | $-2.1M | $-1.9M | +0.07σ | P49 | P47 |
| Gross Patient Revenue | $6.5M | $186.6M | $31.2M | -0.46σ | P2 ▼ | P8 ▼ |
| Total Patient Days | 5,337 | 12,073 | 5,375 | -0.51σ | P35 | P48 |
| Medicare Day % | 1.4% | 30.9% | 35.6% | -1.63σ | P3 ▼ | P3 ▼ |
| Medicaid Day % | 51.1% | 5.1% | 19.6% | +3.29σ | P98 ▲ | P78 |
| Operating Margin | -34.5% | -4.8% | -9.6% | -1.39σ | P10 | P11 |
| Revenue per Bed | 249,388 | $1.2M | $1.3M | -0.64σ | P8 ▼ | P10 ▼ |
| Occupancy Rate | 77.9% | 53.7% | 54.1% | +1.03σ | P83 | P85 |
| Commercial Payer % | 47.5% | 61.2% | 39.2% | -0.57σ | P28 | P79 |
| Net-to-Gross Ratio | 96.5% | 33.3% | 70.9% | +2.77σ | P98 ▲ | P84 |
| Expense per Bed | 335,316 | $1.2M | $1.7M | -0.51σ | P12 | P12 |
| Revenue per Patient Day | 1,168 | 7,054 | 10,966 | -0.07σ | P7 ▼ | P14 |
| Payer Diversity Index | 0.513 | 0.473 | 0.546 | +0.54σ | P72 | P36 |
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% | $6.2M | $25.7M | -0.08σ |
| Operating Margin | 2.1% | -0.3446 | -0.1249 | -1.16σ |
| Occupancy Rate | 44.3% | 0.7791 | 0.6410 | +0.76σ |
| Revenue Per Bed | 2.6% | 249,388 | $1.5M | -0.64σ |
| Net To Gross Ratio | 22.4% | 0.9652 | 0.4770 | +2.82σ |