Statistical Profile — GASTON MEMORIAL HOSPITAL
CCN 340032 | GASTON, NC | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
424
Beds
$641.8M
Net Revenue
7.0%
Op Margin
81.4%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and NC (n=129) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | NC Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 424 | 63 | 100 | +1.59σ | P94 ▲ | P88 |
| Net Patient Revenue | $641.8M | $59.7M | $103.3M | +0.90σ | P92 ▲ | P86 |
| Operating Expenses | $597.0M | $62.7M | $102.7M | +0.76σ | P91 ▲ | P87 |
| Net Income | $44.8M | $-2.1M | $-1.9M | +0.40σ | P94 ▲ | P94 ▲ |
| Gross Patient Revenue | $2.71B | $186.6M | $385.8M | +0.96σ | P91 ▲ | P87 |
| Total Patient Days | 125,930 | 12,073 | 18,992 | +1.83σ | P95 ▲ | P88 |
| Medicare Day % | 20.5% | 30.9% | 27.3% | -0.67σ | P25 | P27 |
| Medicaid Day % | 5.0% | 5.1% | 5.2% | -0.36σ | P49 | P44 |
| Operating Margin | 7.0% | -4.8% | -2.0% | +0.67σ | P77 | P73 |
| Revenue per Bed | $1.5M | $1.2M | $1.4M | +0.02σ | P63 | P57 |
| Occupancy Rate | 81.4% | 53.7% | 58.8% | +1.16σ | P87 | P85 |
| Commercial Payer % | 74.5% | 61.2% | 67.0% | +0.75σ | P79 | P75 |
| Net-to-Gross Ratio | 23.7% | 33.3% | 29.5% | -0.71σ | P26 | P18 |
| Expense per Bed | $1.4M | $1.2M | $1.4M | -0.07σ | P57 | P50 |
| Revenue per Patient Day | 5,096 | 7,054 | 6,521 | -0.06σ | P33 | P26 |
| Payer Diversity Index | 0.400 | 0.473 | 0.466 | -0.25σ | P28 | P22 |
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% | $641.8M | $977.4M | -1.31σ |
| Operating Margin | 2.1% | 0.0697 | -0.0398 | +0.58σ |
| Occupancy Rate | 44.3% | 0.8137 | 0.7856 | +0.15σ |
| Revenue Per Bed | 2.6% | $1.5M | $2.0M | -0.27σ |
| Net To Gross Ratio | 22.4% | 0.2368 | 0.3101 | -0.42σ |