Statistical Profile — LAKELAND REGIONAL MED CTR
CCN 100157 | POLK, FL | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
764
Beds
$928.0M
Net Revenue
4.2%
Op Margin
75.0%
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: +3.5σ above national mean
- Gross Patient Revenue: +2.2σ above national mean
- Total Patient Days: +3.5σ 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 | 764 | 63 | 134 | +3.45σ | P99 ▲ | P96 ▲ |
| Net Patient Revenue | $928.0M | $59.7M | $123.0M | +1.52σ | P95 ▲ | P94 ▲ |
| Operating Expenses | $889.2M | $62.7M | $126.2M | +1.36σ | P95 ▲ | P93 ▲ |
| Net Income | $38.8M | $-2.1M | $1.5M | +0.36σ | P94 ▲ | P81 |
| Gross Patient Revenue | $5.01B | $186.6M | $973.9M | +2.16σ | P97 ▲ | P92 ▲ |
| Total Patient Days | 209,204 | 12,073 | 29,554 | +3.45σ | P98 ▲ | P97 ▲ |
| Medicare Day % | 22.1% | 30.9% | 28.4% | -0.60σ | P28 | P35 |
| Medicaid Day % | 12.2% | 5.1% | 3.4% | +0.22σ | P77 | P91 ▲ |
| Operating Margin | 4.2% | -4.8% | 3.2% | +0.53σ | P72 | P52 |
| Revenue per Bed | $1.2M | $1.2M | 957,102 | -0.14σ | P51 | P68 |
| Occupancy Rate | 75.0% | 53.7% | 64.2% | +0.91σ | P79 | P72 |
| Commercial Payer % | 65.7% | 61.2% | 66.5% | +0.32σ | P60 | P48 |
| Net-to-Gross Ratio | 18.5% | 33.3% | 19.9% | -0.95σ | P15 | P44 |
| Expense per Bed | $1.2M | $1.2M | 897,057 | -0.17σ | P47 | P71 |
| Revenue per Patient Day | 4,436 | 7,054 | 4,651 | -0.06σ | P28 | P46 |
| Payer Diversity Index | 0.505 | 0.473 | 0.448 | +0.48σ | P68 | P85 |
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% | $928.0M | $1.59B | -2.59σ |
| Operating Margin | 2.1% | 0.0418 | -0.0374 | +0.42σ |
| Occupancy Rate | 44.3% | 0.7502 | 0.8302 | -0.44σ |
| Revenue Per Bed | 2.6% | $1.2M | $1.9M | -0.37σ |
| Net To Gross Ratio | 22.4% | 0.1853 | 0.2209 | -0.21σ |