Statistical Profile — JACKSON MEMORIAL
CCN 100022 | MIAMI-DADE, FL | 7 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,893
Beds
$1.47B
Net Revenue
-50.0%
Op Margin
60.4%
Occupancy
7
Outlier Flags
Statistical Outliers (7)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +9.6σ above national mean
- Net Patient Revenue: +2.7σ above national mean
- Operating Expenses: +5.1σ above national mean
- Net Income: -8.6σ below national mean
- Gross Patient Revenue: +3.0σ above national mean
- Total Patient Days: +7.5σ above national mean
- Operating Margin: -2.2σ below 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 | 1,893 | 63 | 134 | +9.63σ | P100 ▲ | P99 ▲ |
| Net Patient Revenue | $1.47B | $59.7M | $123.0M | +2.68σ | P98 ▲ | P96 ▲ |
| Operating Expenses | $2.73B | $62.7M | $126.2M | +5.14σ | P99 ▲ | P99 ▲ |
| Net Income | $-1.26B | $-2.1M | $1.5M | -8.64σ | P0 ▼ | P0 ▼ |
| Gross Patient Revenue | $6.58B | $186.6M | $973.9M | +2.98σ | P98 ▲ | P95 ▲ |
| Total Patient Days | 417,238 | 12,073 | 29,554 | +7.50σ | P100 ▲ | P99 ▲ |
| Medicare Day % | 11.6% | 30.9% | 28.4% | -1.12σ | P13 | P10 |
| Medicaid Day % | 9.4% | 5.1% | 3.4% | -0.00σ | P70 | P83 |
| Operating Margin | -50.0% | -4.8% | 3.2% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 777,299 | $1.2M | 957,102 | -0.36σ | P35 | P41 |
| Occupancy Rate | 60.4% | 53.7% | 64.2% | +0.34σ | P59 | P43 |
| Commercial Payer % | 78.9% | 61.2% | 66.5% | +0.96σ | P85 | P83 |
| Net-to-Gross Ratio | 22.4% | 33.3% | 19.9% | -0.77σ | P24 | P62 |
| Expense per Bed | $1.4M | $1.2M | 897,057 | -0.05σ | P58 | P81 |
| Revenue per Patient Day | 3,527 | 7,054 | 4,651 | -0.06σ | P23 | P32 |
| Payer Diversity Index | 0.355 | 0.473 | 0.448 | -0.57σ | P19 | P21 |
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% | $1.47B | $2.89B | -5.56σ |
| Operating Margin | 2.1% | -0.5000 | -0.1537 | -1.82σ |
| Occupancy Rate | 44.3% | 0.6039 | 0.0670 | +2.94σ |
| Revenue Per Bed | 2.6% | 777,299 | -421,202 | +0.63σ |
| Net To Gross Ratio | 22.4% | 0.2238 | 0.0071 | +1.25σ |