Statistical Profile — TALLAHATCHIE CRITICAL ACCESS HOSPITA
CCN 251304 | TALLAHATCHIE, MS | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
18
Beds
$30.9M
Net Revenue
-6.7%
Op Margin
58.4%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
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 %: +3.2σ above national mean
- Commercial Payer %: -2.8σ below national mean
- Payer Diversity Index: -2.9σ 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 | 18 | 63 | 38 | -0.63σ | P9 ▼ | P6 ▼ |
| Net Patient Revenue | $30.9M | $59.7M | $26.2M | -0.40σ | P34 | P55 |
| Operating Expenses | $33.0M | $62.7M | $27.2M | -0.40σ | P34 | P55 |
| Net Income | $-2.1M | $-2.1M | $-2.7M | +0.07σ | P50 | P60 |
| Gross Patient Revenue | $38.7M | $186.6M | $69.8M | -0.45σ | P19 | P32 |
| Total Patient Days | 3,840 | 12,073 | 5,032 | -0.54σ | P28 | P35 |
| Medicare Day % | 98.8% | 30.9% | 46.7% | +3.24σ | P100 ▲ | P99 ▲ |
| Medicaid Day % | 0.1% | 5.1% | 6.6% | -0.74σ | P1 ▼ | P2 ▼ |
| Operating Margin | -6.7% | -4.8% | -12.5% | -0.01σ | P45 | P61 |
| Revenue per Bed | $1.7M | $1.2M | 689,029 | +0.12σ | P69 | P93 ▲ |
| Occupancy Rate | 58.4% | 53.7% | 38.6% | +0.26σ | P57 | P80 |
| Commercial Payer % | 1.1% | 61.2% | 41.9% | -2.82σ | P0 ▼ | P0 ▼ |
| Net-to-Gross Ratio | 79.9% | 33.3% | 32.9% | +1.98σ | P95 ▲ | P98 ▲ |
| Expense per Bed | $1.8M | $1.2M | 772,562 | +0.11σ | P71 | P93 ▲ |
| Revenue per Patient Day | 8,058 | 7,054 | 5,561 | -0.04σ | P56 | P78 |
| Payer Diversity Index | 0.025 | 0.473 | 0.500 | -2.88σ | P3 ▼ | P2 ▼ |
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% | $30.9M | $59.7M | -0.11σ |
| Operating Margin | 2.1% | -0.0672 | -0.0898 | +0.12σ |
| Occupancy Rate | 44.3% | 0.5845 | 0.2189 | +2.00σ |
| Revenue Per Bed | 2.6% | $1.7M | $1.5M | +0.14σ |
| Net To Gross Ratio | 22.4% | 0.7993 | 0.6247 | +1.01σ |