Statistical Profile — MEDSTAR MONTGOMERY MEDICAL CENTER
CCN 210018 | MONTGOMERY, MD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
96
Beds
$173.7M
Net Revenue
-14.1%
Op Margin
85.9%
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: +2.1σ 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 | 96 | 63 | 190 | -0.20σ | P59 | P28 |
| Net Patient Revenue | $173.7M | $59.7M | $270.0M | -0.10σ | P71 | P31 |
| Operating Expenses | $198.2M | $62.7M | $272.2M | -0.06σ | P73 | P40 |
| Net Income | $-24.5M | $-2.1M | $-24.1M | -0.08σ | P17 | P41 |
| Gross Patient Revenue | $208.3M | $186.6M | $335.5M | -0.36σ | P52 | P31 |
| Total Patient Days | 30,113 | 12,073 | 46,903 | -0.03σ | P70 | P32 |
| Medicare Day % | 52.3% | 30.9% | 39.6% | +0.92σ | P82 | P82 |
| Medicaid Day % | 10.5% | 5.1% | 6.6% | +0.09σ | P73 | P74 |
| Operating Margin | -14.1% | -4.8% | -8.3% | -0.38σ | P29 | P27 |
| Revenue per Bed | $1.8M | $1.2M | $1.5M | +0.17σ | P72 | P73 |
| Occupancy Rate | 85.9% | 53.7% | 74.4% | +1.34σ | P92 ▲ | P88 |
| Commercial Payer % | 37.2% | 61.2% | 53.5% | -1.07σ | P15 | P10 |
| Net-to-Gross Ratio | 83.4% | 33.3% | 83.2% | +2.15σ | P96 ▲ | P51 |
| Expense per Bed | $2.1M | $1.2M | $1.5M | +0.20σ | P77 | P72 |
| Revenue per Patient Day | 5,769 | 7,054 | 5,725 | -0.05σ | P39 | P52 |
| Payer Diversity Index | 0.577 | 0.473 | 0.534 | +0.98σ | P89 | P88 |
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% | $173.7M | $270.1M | -0.38σ |
| Operating Margin | 2.1% | -0.1410 | -0.0554 | -0.45σ |
| Occupancy Rate | 44.3% | 0.8594 | 0.5516 | +1.69σ |
| Revenue Per Bed | 2.6% | $1.8M | $1.8M | +0.02σ |
| Net To Gross Ratio | 22.4% | 0.8340 | 0.4325 | +2.32σ |