Statistical Profile — UF HEALTH SHANDS
CCN 100113 | ALACHUA, FL | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
994
Beds
$2.24B
Net Revenue
10.4%
Op Margin
82.9%
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: +4.7σ above national mean
- Net Patient Revenue: +4.3σ above national mean
- Operating Expenses: +3.7σ above national mean
- Gross Patient Revenue: +3.5σ above national mean
- Total Patient Days: +5.2σ 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 | 994 | 63 | 134 | +4.71σ | P99 ▲ | P98 ▲ |
| Net Patient Revenue | $2.24B | $59.7M | $123.0M | +4.32σ | P99 ▲ | P98 ▲ |
| Operating Expenses | $2.00B | $62.7M | $126.2M | +3.66σ | P99 ▲ | P98 ▲ |
| Net Income | $233.8M | $-2.1M | $1.5M | +1.71σ | P100 ▲ | P99 ▲ |
| Gross Patient Revenue | $7.57B | $186.6M | $973.9M | +3.50σ | P99 ▲ | P97 ▲ |
| Total Patient Days | 297,923 | 12,073 | 29,554 | +5.18σ | P99 ▲ | P98 ▲ |
| Medicare Day % | 21.8% | 30.9% | 28.4% | -0.61σ | P28 | P34 |
| Medicaid Day % | 4.7% | 5.1% | 3.4% | -0.37σ | P48 | P62 |
| Operating Margin | 10.4% | -4.8% | 3.2% | +0.84σ | P83 | P65 |
| Revenue per Bed | $2.3M | $1.2M | 957,102 | +0.40σ | P82 | P96 ▲ |
| Occupancy Rate | 82.9% | 53.7% | 64.2% | +1.23σ | P89 | P85 |
| Commercial Payer % | 73.5% | 61.2% | 66.5% | +0.70σ | P77 | P68 |
| Net-to-Gross Ratio | 29.6% | 33.3% | 19.9% | -0.43σ | P41 | P73 |
| Expense per Bed | $2.0M | $1.2M | 897,057 | +0.18σ | P76 | P93 ▲ |
| Revenue per Patient Day | 7,512 | 7,054 | 4,651 | -0.05σ | P53 | P87 |
| Payer Diversity Index | 0.410 | 0.473 | 0.448 | -0.18σ | P30 | P34 |
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% | $2.24B | $2.37B | -0.51σ |
| Operating Margin | 2.1% | 0.1045 | -0.0243 | +0.68σ |
| Occupancy Rate | 44.3% | 0.8295 | 1.1328 | -1.66σ |
| Revenue Per Bed | 2.6% | $2.3M | $2.6M | -0.19σ |
| Net To Gross Ratio | 22.4% | 0.2957 | 0.2572 | +0.22σ |