Statistical Profile — SWGRMC
CCN 111300 | RANDOLPH, GA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$4.8M
Net Revenue
-48.0%
Op Margin
1.4%
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: -2.1σ below national mean
- Net-to-Gross Ratio: +2.4σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and GA (n=165) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | GA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 69 | -0.59σ | P16 | P6 ▼ |
| Net Patient Revenue | $4.8M | $59.7M | $49.4M | -0.46σ | P3 ▼ | P1 ▼ |
| Operating Expenses | $7.1M | $62.7M | $60.6M | -0.45σ | P3 ▼ | P1 ▼ |
| Net Income | $-2.3M | $-2.1M | $-1.7M | +0.07σ | P49 | P47 |
| Gross Patient Revenue | $5.4M | $186.6M | $214.3M | -0.46σ | P1 ▼ | P1 ▼ |
| Total Patient Days | 30 | 12,073 | 16,486 | -0.61σ | P0 ▼ | P0 ▼ |
| Medicare Day % | 73.3% | 30.9% | 25.9% | +1.97σ | P95 ▲ | P98 ▲ |
| Medicaid Day % | 6.7% | 5.1% | 6.6% | -0.22σ | P59 | P51 |
| Operating Margin | -48.0% | -4.8% | -2.8% | -2.07σ | P7 ▼ | P2 ▼ |
| Revenue per Bed | 191,871 | $1.2M | $1.1M | -0.67σ | P5 ▼ | P4 ▼ |
| Occupancy Rate | 1.4% | 53.7% | 62.8% | -1.98σ | P0 ▼ | P1 ▼ |
| Commercial Payer % | 20.0% | 61.2% | 66.9% | -1.91σ | P4 ▼ | P1 ▼ |
| Net-to-Gross Ratio | 88.4% | 33.3% | 27.8% | +2.38σ | P97 ▲ | P99 ▲ |
| Expense per Bed | 283,955 | $1.2M | $1.1M | -0.53σ | P8 ▼ | P6 ▼ |
| Revenue per Patient Day | 159,893 | 7,054 | 5,787 | +0.53σ | P99 ▲ | P99 ▲ |
| Payer Diversity Index | 0.418 | 0.473 | 0.464 | -0.13σ | P32 | P26 |
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% | $4.8M | $18.2M | -0.05σ |
| Operating Margin | 2.1% | -0.4799 | -0.1743 | -1.61σ |
| Occupancy Rate | 44.3% | 0.0145 | 0.1907 | -0.97σ |
| Revenue Per Bed | 2.6% | 191,871 | 883,548 | -0.36σ |
| Net To Gross Ratio | 22.4% | 0.8838 | 0.4998 | +2.22σ |