Statistical Profile — JASPER GENERAL HOSPITAL
CCN 250018 | JASPER, MS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$15.0M
Net Revenue
-13.8%
Op Margin
21.1%
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 %: +2.7σ above national mean
- Commercial Payer %: -2.3σ 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 | 20 | 63 | 38 | -0.62σ | P10 | P8 ▼ |
| Net Patient Revenue | $15.0M | $59.7M | $26.2M | -0.44σ | P15 | P21 |
| Operating Expenses | $17.1M | $62.7M | $27.2M | -0.43σ | P15 | P25 |
| Net Income | $-2.1M | $-2.1M | $-2.7M | +0.07σ | P50 | P61 |
| Gross Patient Revenue | $20.0M | $186.6M | $69.8M | -0.45σ | P9 ▼ | P13 |
| Total Patient Days | 1,542 | 12,073 | 5,032 | -0.58σ | P12 | P13 |
| Medicare Day % | 87.6% | 30.9% | 46.7% | +2.69σ | P99 ▲ | P91 ▲ |
| Operating Margin | -13.8% | -4.8% | -12.5% | -0.36σ | P29 | P47 |
| Revenue per Bed | 751,533 | $1.2M | 689,029 | -0.38σ | P34 | P54 |
| Occupancy Rate | 21.1% | 53.7% | 38.6% | -1.21σ | P15 | P19 |
| Commercial Payer % | 12.4% | 61.2% | 41.9% | -2.28σ | P1 ▼ | P8 ▼ |
| Net-to-Gross Ratio | 75.3% | 33.3% | 32.9% | +1.76σ | P93 ▲ | P96 ▲ |
| Expense per Bed | 855,306 | $1.2M | 772,562 | -0.30σ | P35 | P54 |
| Revenue per Patient Day | 9,748 | 7,054 | 5,561 | -0.04σ | P65 | P84 |
| Payer Diversity Index | 0.217 | 0.473 | 0.500 | -1.54σ | P10 ▼ | P13 |
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% | $15.0M | nan | +nanσ |
| Operating Margin | 2.1% | -0.1381 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.2112 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 751,533 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.7533 | nan | +nanσ |