Statistical Profile — LEE MEMORIAL HOSPITAL
CCN 100012 | LEE, FL | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
748
Beds
$1.28B
Net Revenue
17.4%
Op Margin
65.6%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.4σ above national mean
- Net Patient Revenue: +2.3σ above national mean
- Gross Patient Revenue: +2.7σ above national mean
- Total Patient Days: +2.9σ 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 | 748 | 63 | 134 | +3.37σ | P98 ▲ | P95 ▲ |
| Net Patient Revenue | $1.28B | $59.7M | $123.0M | +2.26σ | P97 ▲ | P95 ▲ |
| Operating Expenses | $1.05B | $62.7M | $126.2M | +1.70σ | P96 ▲ | P95 ▲ |
| Net Income | $222.1M | $-2.1M | $1.5M | +1.63σ | P99 ▲ | P98 ▲ |
| Gross Patient Revenue | $5.95B | $186.6M | $973.9M | +2.66σ | P98 ▲ | P94 ▲ |
| Total Patient Days | 179,217 | 12,073 | 29,554 | +2.87σ | P98 ▲ | P95 ▲ |
| Medicare Day % | 24.6% | 30.9% | 28.4% | -0.47σ | P34 | P40 |
| Medicaid Day % | 13.1% | 5.1% | 3.4% | +0.29σ | P79 | P92 ▲ |
| Operating Margin | 17.4% | -4.8% | 3.2% | +1.19σ | P91 ▲ | P81 |
| Revenue per Bed | $1.7M | $1.2M | 957,102 | +0.12σ | P69 | P88 |
| Occupancy Rate | 65.6% | 53.7% | 64.2% | +0.54σ | P66 | P53 |
| Commercial Payer % | 62.3% | 61.2% | 66.5% | +0.15σ | P52 | P35 |
| Net-to-Gross Ratio | 21.4% | 33.3% | 19.9% | -0.82σ | P22 | P59 |
| Expense per Bed | $1.4M | $1.2M | 897,057 | -0.07σ | P57 | P80 |
| Revenue per Patient Day | 7,122 | 7,054 | 4,651 | -0.05σ | P50 | P86 |
| Payer Diversity Index | 0.534 | 0.473 | 0.448 | +0.68σ | P80 | P95 ▲ |
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% | $1.28B | $1.33B | -0.22σ |
| Operating Margin | 2.1% | 0.1740 | -0.0430 | +1.14σ |
| Occupancy Rate | 44.3% | 0.6564 | 0.6240 | +0.18σ |
| Revenue Per Bed | 2.6% | $1.7M | $1.4M | +0.16σ |
| Net To Gross Ratio | 22.4% | 0.2144 | 0.1470 | +0.39σ |