Statistical Profile — FREDERICK MEMORIAL HOSPITAL
CCN 210005 | FREDERICK, MD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
279
Beds
$388.7M
Net Revenue
-6.2%
Op Margin
74.0%
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: +2.0σ 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 | 279 | 63 | 190 | +0.80σ | P86 | P78 |
| Net Patient Revenue | $388.7M | $59.7M | $270.0M | +0.36σ | P85 | P67 |
| Operating Expenses | $412.7M | $62.7M | $272.2M | +0.38σ | P86 | P71 |
| Net Income | $-24.0M | $-2.1M | $-24.1M | -0.08σ | P18 | P50 |
| Gross Patient Revenue | $477.8M | $186.6M | $335.5M | -0.21σ | P65 | P69 |
| Total Patient Days | 75,358 | 12,073 | 46,903 | +0.85σ | P88 | P75 |
| Medicare Day % | 44.6% | 30.9% | 39.6% | +0.53σ | P74 | P64 |
| Medicaid Day % | 4.4% | 5.1% | 6.6% | -0.40σ | P46 | P25 |
| Operating Margin | -6.2% | -4.8% | -8.3% | +0.02σ | P46 | P57 |
| Revenue per Bed | $1.4M | $1.2M | $1.5M | -0.05σ | P58 | P33 |
| Occupancy Rate | 74.0% | 53.7% | 74.4% | +0.87σ | P77 | P47 |
| Commercial Payer % | 51.0% | 61.2% | 53.5% | -0.40σ | P33 | P42 |
| Net-to-Gross Ratio | 81.3% | 33.3% | 83.2% | +2.05σ | P95 ▲ | P31 |
| Expense per Bed | $1.5M | $1.2M | $1.5M | -0.04σ | P59 | P41 |
| Revenue per Patient Day | 5,158 | 7,054 | 5,725 | -0.06σ | P34 | P32 |
| Payer Diversity Index | 0.539 | 0.473 | 0.534 | +0.71σ | P81 | P56 |
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% | $388.7M | $643.8M | -1.00σ |
| Operating Margin | 2.1% | -0.0617 | -0.0203 | -0.22σ |
| Occupancy Rate | 44.3% | 0.7400 | 0.6664 | +0.40σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.9M | -0.26σ |
| Net To Gross Ratio | 22.4% | 0.8134 | 0.2815 | +3.07σ |