Statistical Profile — QUITMAN COMMUNITY HOSPITAL
CCN 251339 | QUITMAN, MS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$2.7M
Net Revenue
-50.0%
Op Margin
0.4%
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.
- Operating Margin: -2.2σ below national mean
- Occupancy Rate: -2.0σ 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 | $2.7M | $59.7M | $26.2M | -0.47σ | P1 ▼ | P4 ▼ |
| Operating Expenses | $7.9M | $62.7M | $27.2M | -0.45σ | P4 ▼ | P6 ▼ |
| Net Income | $-5.2M | $-2.1M | $-2.7M | +0.05σ | P37 | P32 |
| Gross Patient Revenue | $8.2M | $186.6M | $69.8M | -0.46σ | P3 ▼ | P3 ▼ |
| Total Patient Days | 41 | 12,073 | 5,032 | -0.61σ | P0 ▼ | P0 ▼ |
| Medicare Day % | 51.2% | 30.9% | 46.7% | +0.86σ | P81 | P54 |
| Operating Margin | -50.0% | -4.8% | -12.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 107,548 | $1.2M | 689,029 | -0.71σ | P2 ▼ | P4 ▼ |
| Occupancy Rate | 0.4% | 53.7% | 38.6% | -2.02σ | P0 ▼ | P0 ▼ |
| Commercial Payer % | 48.8% | 61.2% | 41.9% | -0.50σ | P29 | P65 |
| Net-to-Gross Ratio | 32.9% | 33.3% | 32.9% | -0.27σ | P49 | P50 |
| Expense per Bed | 317,071 | $1.2M | 772,562 | -0.52σ | P10 | P13 |
| Revenue per Patient Day | 65,578 | 7,054 | 5,561 | +0.17σ | P98 ▲ | P99 ▲ |
| Payer Diversity Index | 0.500 | 0.473 | 0.500 | +0.44σ | P65 | P50 |
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% | $2.7M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0044 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 107,548 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.3293 | nan | +nanσ |