Statistical Profile — BAPTIST HOSPITAL
CCN 100008 | MIAMI-DADE, FL | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
948
Beds
$1.71B
Net Revenue
10.8%
Op Margin
58.0%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +4.5σ above national mean
- Net Patient Revenue: +3.2σ above national mean
- Operating Expenses: +2.7σ above national mean
- Gross Patient Revenue: +3.2σ above national mean
- Total Patient Days: +3.3σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and FL (n=261) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | FL Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 948 | 63 | 134 | +4.46σ | P99 ▲ | P97 ▲ |
| Net Patient Revenue | $1.71B | $59.7M | $123.0M | +3.19σ | P98 ▲ | P97 ▲ |
| Operating Expenses | $1.52B | $62.7M | $126.2M | +2.67σ | P98 ▲ | P96 ▲ |
| Net Income | $184.7M | $-2.1M | $1.5M | +1.37σ | P99 ▲ | P97 ▲ |
| Gross Patient Revenue | $6.90B | $186.6M | $973.9M | +3.16σ | P98 ▲ | P96 ▲ |
| Total Patient Days | 200,733 | 12,073 | 29,554 | +3.29σ | P98 ▲ | P96 ▲ |
| Medicare Day % | 17.9% | 30.9% | 28.4% | -0.80σ | P20 | P21 |
| Medicaid Day % | 2.5% | 5.1% | 3.4% | -0.55σ | P31 | P35 |
| Operating Margin | 10.8% | -4.8% | 3.2% | +0.86σ | P83 | P67 |
| Revenue per Bed | $1.8M | $1.2M | 957,102 | +0.17σ | P72 | P89 |
| Occupancy Rate | 58.0% | 53.7% | 64.2% | +0.24σ | P56 | P37 |
| Commercial Payer % | 79.6% | 61.2% | 66.5% | +1.00σ | P86 | P85 |
| Net-to-Gross Ratio | 24.8% | 33.3% | 19.9% | -0.66σ | P29 | P67 |
| Expense per Bed | $1.6M | $1.2M | 897,057 | +0.02σ | P64 | P85 |
| Revenue per Patient Day | 8,517 | 7,054 | 4,651 | -0.04σ | P58 | P89 |
| Payer Diversity Index | 0.334 | 0.473 | 0.448 | -0.72σ | P17 | P15 |
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% | $1.71B | $1.44B | +1.04σ |
| Operating Margin | 2.1% | 0.1081 | -0.0768 | +0.97σ |
| Occupancy Rate | 44.3% | 0.5801 | 0.3282 | +1.38σ |
| Revenue Per Bed | 2.6% | $1.8M | 605,896 | +0.62σ |
| Net To Gross Ratio | 22.4% | 0.2477 | 0.0852 | +0.94σ |