Statistical Profile — JOHNS HOPKINS BAYVIEW MED. CTR.
CCN 210029 | BALTIMORE CITY, MD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
424
Beds
$654.4M
Net Revenue
-17.1%
Op Margin
73.8%
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 | 424 | 63 | 190 | +1.59σ | P94 ▲ | P90 |
| Net Patient Revenue | $654.4M | $59.7M | $270.0M | +0.93σ | P92 ▲ | P92 ▲ |
| Operating Expenses | $766.3M | $62.7M | $272.2M | +1.11σ | P93 ▲ | P93 ▲ |
| Net Income | $-112.0M | $-2.1M | $-24.1M | -0.69σ | P4 ▼ | P12 |
| Gross Patient Revenue | $799.5M | $186.6M | $335.5M | -0.05σ | P73 | P92 ▲ |
| Total Patient Days | 114,168 | 12,073 | 46,903 | +1.61σ | P94 ▲ | P89 |
| Medicare Day % | 35.0% | 30.9% | 39.6% | +0.05σ | P59 | P34 |
| Medicaid Day % | 15.2% | 5.1% | 6.6% | +0.46σ | P82 | P85 |
| Operating Margin | -17.1% | -4.8% | -8.3% | -0.53σ | P24 | P20 |
| Revenue per Bed | $1.5M | $1.2M | $1.5M | +0.03σ | P64 | P49 |
| Occupancy Rate | 73.8% | 53.7% | 74.4% | +0.86σ | P77 | P44 |
| Commercial Payer % | 49.8% | 61.2% | 53.5% | -0.46σ | P31 | P37 |
| Net-to-Gross Ratio | 81.8% | 33.3% | 83.2% | +2.07σ | P95 ▲ | P35 |
| Expense per Bed | $1.8M | $1.2M | $1.5M | +0.10σ | P70 | P64 |
| Revenue per Patient Day | 5,732 | 7,054 | 5,725 | -0.05σ | P39 | P50 |
| Payer Diversity Index | 0.607 | 0.473 | 0.534 | +1.19σ | P93 ▲ | P97 ▲ |
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% | $654.4M | $909.9M | -1.00σ |
| Operating Margin | 2.1% | -0.1711 | -0.0274 | -0.76σ |
| Occupancy Rate | 44.3% | 0.7377 | 0.7421 | -0.02σ |
| Revenue Per Bed | 2.6% | $1.5M | $1.9M | -0.18σ |
| Net To Gross Ratio | 22.4% | 0.8184 | 0.2516 | +3.27σ |