Statistical Profile — STAFFORD HOSPITAL
CCN 490140 | STAFFORD, VA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
61
Beds
$127.9M
Net Revenue
5.7%
Op Margin
75.3%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and VA (n=111) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | VA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 61 | 63 | 96 | -0.40σ | P49 | P35 |
| Net Patient Revenue | $127.9M | $59.7M | $96.6M | -0.20σ | P65 | P57 |
| Operating Expenses | $120.7M | $62.7M | $92.4M | -0.22σ | P64 | P56 |
| Net Income | $7.3M | $-2.1M | $2.6M | +0.14σ | P83 | P63 |
| Gross Patient Revenue | $325.5M | $186.6M | $332.5M | -0.29σ | P59 | P49 |
| Total Patient Days | 16,770 | 12,073 | 19,902 | -0.29σ | P57 | P47 |
| Medicare Day % | 26.7% | 30.9% | 34.0% | -0.36σ | P40 | P27 |
| Medicaid Day % | 3.0% | 5.1% | 2.5% | -0.51σ | P35 | P58 |
| Operating Margin | 5.7% | -4.8% | 4.4% | +0.61σ | P75 | P53 |
| Revenue per Bed | $2.1M | $1.2M | $1.5M | +0.32σ | P79 | P76 |
| Occupancy Rate | 75.3% | 53.7% | 64.4% | +0.92σ | P79 | P72 |
| Commercial Payer % | 70.3% | 61.2% | 63.5% | +0.54σ | P70 | P74 |
| Net-to-Gross Ratio | 39.3% | 33.3% | 28.3% | +0.04σ | P61 | P77 |
| Expense per Bed | $2.0M | $1.2M | $1.4M | +0.17σ | P75 | P74 |
| Revenue per Patient Day | 7,627 | 7,054 | 7,512 | -0.05σ | P54 | P50 |
| Payer Diversity Index | 0.434 | 0.473 | 0.473 | -0.02σ | P36 | 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% | $127.9M | $114.7M | +0.05σ |
| Operating Margin | 2.1% | 0.0567 | -0.0441 | +0.53σ |
| Occupancy Rate | 44.3% | 0.7532 | 0.5722 | +0.99σ |
| Revenue Per Bed | 2.6% | $2.1M | $1.7M | +0.19σ |
| Net To Gross Ratio | 22.4% | 0.3930 | 0.3479 | +0.26σ |