Statistical Profile — MEDSTAR UNION MEMORIAL HOSPITAL
CCN 210024 | BALTIMORE CITY, MD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
191
Beds
$409.3M
Net Revenue
-8.7%
Op Margin
70.4%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net-to-Gross Ratio: +2.2σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MD (n=59) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MD Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 191 | 63 | 190 | +0.32σ | P78 | P50 |
| Net Patient Revenue | $409.3M | $59.7M | $270.0M | +0.41σ | P86 | P73 |
| Operating Expenses | $444.7M | $62.7M | $272.2M | +0.45σ | P87 | P74 |
| Net Income | $-35.5M | $-2.1M | $-24.1M | -0.16σ | P13 | P29 |
| Gross Patient Revenue | $484.2M | $186.6M | $335.5M | -0.21σ | P65 | P71 |
| Total Patient Days | 49,099 | 12,073 | 46,903 | +0.34σ | P80 | P53 |
| Medicare Day % | 44.2% | 30.9% | 39.6% | +0.51σ | P73 | P61 |
| Medicaid Day % | 6.2% | 5.1% | 6.6% | -0.26σ | P57 | P42 |
| Operating Margin | -8.7% | -4.8% | -8.3% | -0.11σ | P40 | P47 |
| Revenue per Bed | $2.1M | $1.2M | $1.5M | +0.34σ | P80 | P82 |
| Occupancy Rate | 70.4% | 53.7% | 74.4% | +0.73σ | P72 | P35 |
| Commercial Payer % | 49.6% | 61.2% | 53.5% | -0.47σ | P30 | P36 |
| Net-to-Gross Ratio | 84.5% | 33.3% | 83.2% | +2.20σ | P96 ▲ | P67 |
| Expense per Bed | $2.3M | $1.2M | $1.5M | +0.31σ | P82 | P83 |
| Revenue per Patient Day | 8,336 | 7,054 | 5,725 | -0.04σ | P57 | P82 |
| Payer Diversity Index | 0.555 | 0.473 | 0.534 | +0.83σ | P85 | P66 |
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% | $409.3M | $409.9M | -0.00σ |
| Operating Margin | 2.1% | -0.0866 | -0.0393 | -0.25σ |
| Occupancy Rate | 44.3% | 0.7043 | 0.5757 | +0.70σ |
| Revenue Per Bed | 2.6% | $2.1M | $1.7M | +0.22σ |
| Net To Gross Ratio | 22.4% | 0.8453 | 0.3363 | +2.94σ |