Statistical Profile — JOHN RANDOLPH MEDICAL CENTER
CCN 490020 | nan, VA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
107
Beds
$119.0M
Net Revenue
20.5%
Op Margin
46.7%
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 | 107 | 63 | 96 | -0.14σ | P63 | P57 |
| Net Patient Revenue | $119.0M | $59.7M | $96.6M | -0.22σ | P64 | P56 |
| Operating Expenses | $94.6M | $62.7M | $92.4M | -0.27σ | P58 | P50 |
| Net Income | $24.4M | $-2.1M | $2.6M | +0.26σ | P91 ▲ | P80 |
| Gross Patient Revenue | $1.29B | $186.6M | $332.5M | +0.21σ | P80 | P77 |
| Total Patient Days | 18,224 | 12,073 | 19,902 | -0.26σ | P59 | P48 |
| Medicare Day % | 31.0% | 30.9% | 34.0% | -0.15σ | P50 | P41 |
| Medicaid Day % | 3.3% | 5.1% | 2.5% | -0.49σ | P38 | P66 |
| Operating Margin | 20.5% | -4.8% | 4.4% | +1.34σ | P93 ▲ | P89 |
| Revenue per Bed | $1.1M | $1.2M | $1.5M | -0.19σ | P47 | P39 |
| Occupancy Rate | 46.7% | 53.7% | 64.4% | -0.20σ | P42 | P28 |
| Commercial Payer % | 65.7% | 61.2% | 63.5% | +0.32σ | P60 | P59 |
| Net-to-Gross Ratio | 9.2% | 33.3% | 28.3% | -1.40σ | P2 ▼ | P2 ▼ |
| Expense per Bed | 884,350 | $1.2M | $1.4M | -0.28σ | P36 | P35 |
| Revenue per Patient Day | 6,531 | 7,054 | 7,512 | -0.05σ | P45 | P40 |
| Payer Diversity Index | 0.471 | 0.473 | 0.473 | +0.24σ | P49 | P46 |
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% | $119.0M | $113.8M | +0.02σ |
| Operating Margin | 2.1% | 0.2050 | -0.0506 | +1.35σ |
| Occupancy Rate | 44.3% | 0.4666 | 0.4768 | -0.06σ |
| Revenue Per Bed | 2.6% | $1.1M | $1.5M | -0.19σ |
| Net To Gross Ratio | 22.4% | 0.0921 | 0.3264 | -1.35σ |