Statistical Profile — SHANDS LAKE SHORE
CCN 100102 | COLUMBIA, FL | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
87
Beds
$3.2M
Net Revenue
-50.0%
Op Margin
13.6%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- 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 | 87 | 63 | 134 | -0.25σ | P57 | P35 |
| Net Patient Revenue | $3.2M | $59.7M | $123.0M | -0.46σ | P1 ▼ | P2 ▼ |
| Operating Expenses | $5.1M | $62.7M | $126.2M | -0.46σ | P1 ▼ | P0 ▼ |
| Net Income | $-1.9M | $-2.1M | $1.5M | +0.07σ | P51 | P35 |
| Gross Patient Revenue | $20.3M | $186.6M | $973.9M | -0.45σ | P9 ▼ | P5 ▼ |
| Total Patient Days | 736 | 12,073 | 29,554 | -0.60σ | P5 ▼ | P1 ▼ |
| Medicare Day % | 23.8% | 30.9% | 28.4% | -0.51σ | P32 | P38 |
| Medicaid Day % | 18.5% | 5.1% | 3.4% | +0.71σ | P85 | P97 ▲ |
| Operating Margin | -50.0% | -4.8% | 3.2% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 36,521 | $1.2M | 957,102 | -0.75σ | P1 ▼ | P1 ▼ |
| Occupancy Rate | 13.6% | 53.7% | 64.2% | -1.50σ | P7 ▼ | P3 ▼ |
| Commercial Payer % | 57.7% | 61.2% | 66.5% | -0.07σ | P44 | P23 |
| Net-to-Gross Ratio | 15.7% | 33.3% | 19.9% | -1.09σ | P9 ▼ | P36 |
| Expense per Bed | 58,347 | $1.2M | 897,057 | -0.62σ | P0 ▼ | P0 ▼ |
| Revenue per Patient Day | 4,317 | 7,054 | 4,651 | -0.06σ | P27 | P42 |
| Payer Diversity Index | 0.576 | 0.473 | 0.448 | +0.97σ | P89 | P99 ▲ |
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% | $3.2M | 532,926 | +0.01σ |
| Operating Margin | 2.1% | -0.5000 | -0.1722 | -1.73σ |
| Occupancy Rate | 44.3% | 0.1364 | 0.4106 | -1.50σ |
| Revenue Per Bed | 2.6% | 36,521 | 871,194 | -0.44σ |
| Net To Gross Ratio | 22.4% | 0.1568 | 0.3336 | -1.02σ |