Statistical Profile — BMH - CALHOUN
CCN 251331 | CALHOUN, MS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$20.9M
Net Revenue
-11.5%
Op Margin
41.3%
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 %: +2.8σ above national mean
- Commercial Payer %: -2.4σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MS (n=110) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MS Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 38 | -0.59σ | P16 | P17 |
| Net Patient Revenue | $20.9M | $59.7M | $26.2M | -0.43σ | P23 | P42 |
| Operating Expenses | $23.3M | $62.7M | $27.2M | -0.42σ | P24 | P41 |
| Net Income | $-2.4M | $-2.1M | $-2.7M | +0.07σ | P48 | P54 |
| Gross Patient Revenue | $33.4M | $186.6M | $69.8M | -0.45σ | P16 | P23 |
| Total Patient Days | 3,772 | 12,073 | 5,032 | -0.54σ | P27 | P34 |
| Medicare Day % | 89.2% | 30.9% | 46.7% | +2.77σ | P99 ▲ | P93 ▲ |
| Medicaid Day % | 0.7% | 5.1% | 6.6% | -0.69σ | P11 | P16 |
| Operating Margin | -11.5% | -4.8% | -12.5% | -0.25σ | P34 | P53 |
| Revenue per Bed | 834,177 | $1.2M | 689,029 | -0.34σ | P37 | P64 |
| Occupancy Rate | 41.3% | 53.7% | 38.6% | -0.41σ | P36 | P57 |
| Commercial Payer % | 10.1% | 61.2% | 41.9% | -2.39σ | P1 ▼ | P6 ▼ |
| Net-to-Gross Ratio | 62.4% | 33.3% | 32.9% | +1.14σ | P86 | P89 |
| Expense per Bed | 930,129 | $1.2M | 772,562 | -0.26σ | P38 | P62 |
| Revenue per Patient Day | 5,529 | 7,054 | 5,561 | -0.05σ | P37 | P49 |
| Payer Diversity Index | 0.194 | 0.473 | 0.500 | -1.69σ | P9 ▼ | P11 |
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% | $20.9M | $49.0M | -0.11σ |
| Operating Margin | 2.1% | -0.1150 | -0.0853 | -0.16σ |
| Occupancy Rate | 44.3% | 0.4134 | 0.2468 | +0.91σ |
| Revenue Per Bed | 2.6% | 834,177 | $1.4M | -0.32σ |
| Net To Gross Ratio | 22.4% | 0.6245 | 0.5842 | +0.23σ |