Statistical Profile — CJW MEDICAL CENTER
CCN 490112 | RICHMOND CITY, VA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
612
Beds
$1.00B
Net Revenue
32.8%
Op Margin
71.3%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.6σ above national mean
- Net Income: +2.4σ above national mean
- Gross Patient Revenue: +4.8σ above national mean
- Total Patient Days: +2.5σ 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 | 612 | 63 | 96 | +2.62σ | P97 ▲ | P94 ▲ |
| Net Patient Revenue | $1.00B | $59.7M | $96.6M | +1.68σ | P96 ▲ | P94 ▲ |
| Operating Expenses | $675.1M | $62.7M | $92.4M | +0.92σ | P92 ▲ | P92 ▲ |
| Net Income | $329.8M | $-2.1M | $2.6M | +2.38σ | P100 ▲ | P98 ▲ |
| Gross Patient Revenue | $10.07B | $186.6M | $332.5M | +4.82σ | P99 ▲ | P99 ▲ |
| Total Patient Days | 159,166 | 12,073 | 19,902 | +2.48σ | P97 ▲ | P94 ▲ |
| Medicare Day % | 28.1% | 30.9% | 34.0% | -0.29σ | P43 | P32 |
| Medicaid Day % | 2.2% | 5.1% | 2.5% | -0.57σ | P28 | P42 |
| Operating Margin | 32.8% | -4.8% | 4.4% | +1.96σ | P98 ▲ | P97 ▲ |
| Revenue per Bed | $1.6M | $1.2M | $1.5M | +0.08σ | P67 | P55 |
| Occupancy Rate | 71.3% | 53.7% | 64.4% | +0.76σ | P74 | P59 |
| Commercial Payer % | 69.6% | 61.2% | 63.5% | +0.51σ | P69 | P73 |
| Net-to-Gross Ratio | 10.0% | 33.3% | 28.3% | -1.36σ | P2 ▼ | P3 ▼ |
| Expense per Bed | $1.1M | $1.2M | $1.4M | -0.19σ | P45 | P42 |
| Revenue per Patient Day | 6,314 | 7,054 | 7,512 | -0.05σ | P43 | P37 |
| Payer Diversity Index | 0.436 | 0.473 | 0.473 | -0.01σ | P36 | P28 |
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% | $1.00B | $1.26B | -1.02σ |
| Operating Margin | 2.1% | 0.3282 | -0.0228 | +1.85σ |
| Occupancy Rate | 44.3% | 0.7125 | 0.7359 | -0.13σ |
| Revenue Per Bed | 2.6% | $1.6M | $1.8M | -0.08σ |
| Net To Gross Ratio | 22.4% | 0.0998 | 0.1858 | -0.50σ |