Statistical Profile — SARASOTA MEMORIAL HOSPITAL
CCN 100087 | SARASOTA, FL | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
787
Beds
$1.10B
Net Revenue
8.1%
Op Margin
70.1%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.6σ above national mean
- Gross Patient Revenue: +2.6σ above national mean
- Total Patient Days: +3.2σ 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 | 787 | 63 | 134 | +3.58σ | P99 ▲ | P96 ▲ |
| Net Patient Revenue | $1.10B | $59.7M | $123.0M | +1.88σ | P96 ▲ | P95 ▲ |
| Operating Expenses | $1.01B | $62.7M | $126.2M | +1.61σ | P95 ▲ | P95 ▲ |
| Net Income | $89.1M | $-2.1M | $1.5M | +0.71σ | P98 ▲ | P89 |
| Gross Patient Revenue | $5.78B | $186.6M | $973.9M | +2.56σ | P98 ▲ | P94 ▲ |
| Total Patient Days | 198,734 | 12,073 | 29,554 | +3.25σ | P98 ▲ | P96 ▲ |
| Medicare Day % | 37.5% | 30.9% | 28.4% | +0.18σ | P63 | P73 |
| Medicaid Day % | 5.3% | 5.1% | 3.4% | -0.33σ | P52 | P68 |
| Operating Margin | 8.1% | -4.8% | 3.2% | +0.73σ | P79 | P61 |
| Revenue per Bed | $1.4M | $1.2M | 957,102 | -0.05σ | P58 | P79 |
| Occupancy Rate | 70.1% | 53.7% | 64.2% | +0.72σ | P72 | P64 |
| Commercial Payer % | 57.2% | 61.2% | 66.5% | -0.09σ | P43 | P22 |
| Net-to-Gross Ratio | 19.0% | 33.3% | 19.9% | -0.93σ | P16 | P47 |
| Expense per Bed | $1.3M | $1.2M | 897,057 | -0.12σ | P52 | P76 |
| Revenue per Patient Day | 5,522 | 7,054 | 4,651 | -0.05σ | P37 | P69 |
| Payer Diversity Index | 0.530 | 0.473 | 0.448 | +0.65σ | P79 | P94 ▲ |
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% | $1.10B | $1.64B | -2.11σ |
| Operating Margin | 2.1% | 0.0812 | 0.0149 | +0.35σ |
| Occupancy Rate | 44.3% | 0.7014 | 0.8557 | -0.85σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.9M | -0.28σ |
| Net To Gross Ratio | 22.4% | 0.1900 | 0.0452 | +0.84σ |