Statistical Profile — HARFORD MEMORIAL HOSPITAL
CCN 210006 | HARFORD, MD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
88
Beds
$102.4M
Net Revenue
-2.1%
Op Margin
69.5%
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: +2.3σ 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 | 88 | 63 | 190 | -0.25σ | P57 | P24 |
| Net Patient Revenue | $102.4M | $59.7M | $270.0M | -0.25σ | P60 | P18 |
| Operating Expenses | $104.6M | $62.7M | $272.2M | -0.25σ | P61 | P26 |
| Net Income | $-2.2M | $-2.1M | $-24.1M | +0.07σ | P49 | P78 |
| Gross Patient Revenue | $118.4M | $186.6M | $335.5M | -0.40σ | P42 | P18 |
| Total Patient Days | 22,321 | 12,073 | 46,903 | -0.18σ | P64 | P19 |
| Medicare Day % | 44.4% | 30.9% | 39.6% | +0.52σ | P73 | P62 |
| Medicaid Day % | 2.1% | 5.1% | 6.6% | -0.58σ | P27 | P11 |
| Operating Margin | -2.1% | -4.8% | -8.3% | +0.22σ | P57 | P76 |
| Revenue per Bed | $1.2M | $1.2M | $1.5M | -0.17σ | P49 | P20 |
| Occupancy Rate | 69.5% | 53.7% | 74.4% | +0.70σ | P71 | P32 |
| Commercial Payer % | 53.5% | 61.2% | 53.5% | -0.27σ | P37 | P49 |
| Net-to-Gross Ratio | 86.5% | 33.3% | 83.2% | +2.29σ | P97 ▲ | P92 ▲ |
| Expense per Bed | $1.2M | $1.2M | $1.5M | -0.16σ | P48 | P26 |
| Revenue per Patient Day | 4,589 | 7,054 | 5,725 | -0.06σ | P29 | P26 |
| Payer Diversity Index | 0.516 | 0.473 | 0.534 | +0.56σ | P73 | P39 |
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% | $102.4M | $181.1M | -0.31σ |
| Operating Margin | 2.1% | -0.0211 | -0.0469 | +0.14σ |
| Occupancy Rate | 44.3% | 0.6949 | 0.5113 | +1.01σ |
| Revenue Per Bed | 2.6% | $1.2M | $1.7M | -0.27σ |
| Net To Gross Ratio | 22.4% | 0.8650 | 0.3810 | +2.79σ |