Statistical Profile — VCU HEALTH SYSTEM MCV HOSPITAL
CCN 490032 | RICHMOND CITY, VA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
842
Beds
$2.26B
Net Revenue
0.3%
Op Margin
78.3%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.9σ above national mean
- Net Patient Revenue: +4.4σ above national mean
- Operating Expenses: +4.2σ above national mean
- Gross Patient Revenue: +3.8σ above national mean
- Total Patient Days: +4.1σ above national mean
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 | 842 | 63 | 96 | +3.88σ | P99 ▲ | P98 ▲ |
| Net Patient Revenue | $2.26B | $59.7M | $96.6M | +4.37σ | P99 ▲ | P97 ▲ |
| Operating Expenses | $2.26B | $62.7M | $92.4M | +4.17σ | P99 ▲ | P98 ▲ |
| Net Income | $6.1M | $-2.1M | $2.6M | +0.13σ | P81 | P61 |
| Gross Patient Revenue | $8.15B | $186.6M | $332.5M | +3.81σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 239,957 | 12,073 | 19,902 | +4.05σ | P99 ▲ | P98 ▲ |
| Medicare Day % | 18.3% | 30.9% | 34.0% | -0.79σ | P21 | P11 |
| Medicaid Day % | 4.9% | 5.1% | 2.5% | -0.36σ | P49 | P78 |
| Operating Margin | 0.3% | -4.8% | 4.4% | +0.34σ | P63 | P42 |
| Revenue per Bed | $2.7M | $1.2M | $1.5M | +0.62σ | P88 | P89 |
| Occupancy Rate | 78.3% | 53.7% | 64.4% | +1.04σ | P84 | P75 |
| Commercial Payer % | 76.9% | 61.2% | 63.5% | +0.86σ | P83 | P85 |
| Net-to-Gross Ratio | 27.8% | 33.3% | 28.3% | -0.51σ | P36 | P47 |
| Expense per Bed | $2.7M | $1.2M | $1.4M | +0.46σ | P87 | P89 |
| Revenue per Patient Day | 9,423 | 7,054 | 7,512 | -0.04σ | P63 | P70 |
| Payer Diversity Index | 0.374 | 0.473 | 0.473 | -0.44σ | P22 | P17 |
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% | $2.26B | $1.85B | +1.61σ |
| Operating Margin | 2.1% | 0.0027 | -0.0497 | +0.28σ |
| Occupancy Rate | 44.3% | 0.7833 | 0.8835 | -0.55σ |
| Revenue Per Bed | 2.6% | $2.7M | $2.1M | +0.31σ |
| Net To Gross Ratio | 22.4% | 0.2775 | 0.2783 | -0.00σ |