Statistical Profile — HOWARD COUNTY
CCN 210048 | HOWARD, MD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
226
Beds
$303.5M
Net Revenue
-9.1%
Op Margin
85.4%
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 | 226 | 63 | 190 | +0.51σ | P82 | P67 |
| Net Patient Revenue | $303.5M | $59.7M | $270.0M | +0.18σ | P80 | P55 |
| Operating Expenses | $331.1M | $62.7M | $272.2M | +0.21σ | P82 | P60 |
| Net Income | $-27.6M | $-2.1M | $-24.1M | -0.10σ | P16 | P38 |
| Gross Patient Revenue | $357.0M | $186.6M | $335.5M | -0.28σ | P61 | P53 |
| Total Patient Days | 70,477 | 12,073 | 46,903 | +0.76σ | P87 | P72 |
| Medicare Day % | 39.1% | 30.9% | 39.6% | +0.26σ | P66 | P48 |
| Medicaid Day % | 7.4% | 5.1% | 6.6% | -0.16σ | P63 | P62 |
| Operating Margin | -9.1% | -4.8% | -8.3% | -0.13σ | P39 | P45 |
| Revenue per Bed | $1.3M | $1.2M | $1.5M | -0.07σ | P56 | P29 |
| Occupancy Rate | 85.4% | 53.7% | 74.4% | +1.32σ | P91 ▲ | P82 |
| Commercial Payer % | 53.5% | 61.2% | 53.5% | -0.28σ | P37 | P47 |
| Net-to-Gross Ratio | 85.0% | 33.3% | 83.2% | +2.22σ | P96 ▲ | P75 |
| Expense per Bed | $1.5M | $1.2M | $1.5M | -0.04σ | P59 | P38 |
| Revenue per Patient Day | 4,307 | 7,054 | 5,725 | -0.06σ | P27 | P22 |
| Payer Diversity Index | 0.555 | 0.473 | 0.534 | +0.83σ | P85 | P69 |
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% | $303.5M | $596.3M | -1.14σ |
| Operating Margin | 2.1% | -0.0909 | -0.0281 | -0.33σ |
| Occupancy Rate | 44.3% | 0.8544 | 0.7224 | +0.72σ |
| Revenue Per Bed | 2.6% | $1.3M | $2.0M | -0.36σ |
| Net To Gross Ratio | 22.4% | 0.8503 | 0.3331 | +2.98σ |