Statistical Profile — KENNESTONE HOSPITAL
CCN 110035 | COBB, GA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
642
Beds
$1.50B
Net Revenue
15.3%
Op Margin
89.6%
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: +2.8σ above national mean
- Net Patient Revenue: +2.7σ above national mean
- Operating Expenses: +2.1σ above national mean
- Gross Patient Revenue: +3.4σ above national mean
- Total Patient Days: +3.7σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and GA (n=165) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | GA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 642 | 63 | 69 | +2.78σ | P98 ▲ | P98 ▲ |
| Net Patient Revenue | $1.50B | $59.7M | $49.4M | +2.74σ | P98 ▲ | P98 ▲ |
| Operating Expenses | $1.27B | $62.7M | $60.6M | +2.14σ | P97 ▲ | P96 ▲ |
| Net Income | $230.0M | $-2.1M | $-1.7M | +1.68σ | P99 ▲ | P98 ▲ |
| Gross Patient Revenue | $7.31B | $186.6M | $214.3M | +3.37σ | P99 ▲ | P99 ▲ |
| Total Patient Days | 222,939 | 12,073 | 16,486 | +3.72σ | P99 ▲ | P99 ▲ |
| Medicare Day % | 22.9% | 30.9% | 25.9% | -0.56σ | P30 | P36 |
| Medicaid Day % | 6.9% | 5.1% | 6.6% | -0.20σ | P60 | P55 |
| Operating Margin | 15.3% | -4.8% | -2.8% | +1.09σ | P89 | P86 |
| Revenue per Bed | $2.3M | $1.2M | $1.1M | +0.44σ | P84 | P89 |
| Occupancy Rate | 89.6% | 53.7% | 62.8% | +1.49σ | P95 ▲ | P90 ▲ |
| Commercial Payer % | 70.3% | 61.2% | 66.9% | +0.54σ | P70 | P67 |
| Net-to-Gross Ratio | 20.5% | 33.3% | 27.8% | -0.86σ | P19 | P25 |
| Expense per Bed | $2.0M | $1.2M | $1.1M | +0.17σ | P75 | P82 |
| Revenue per Patient Day | 6,726 | 7,054 | 5,787 | -0.05σ | P47 | P58 |
| Payer Diversity Index | 0.449 | 0.473 | 0.464 | +0.09σ | P41 | P36 |
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% | $1.50B | $1.79B | -1.12σ |
| Operating Margin | 2.1% | 0.1534 | -0.0083 | +0.85σ |
| Occupancy Rate | 44.3% | 0.8961 | 1.1177 | -1.21σ |
| Revenue Per Bed | 2.6% | $2.3M | $2.8M | -0.24σ |
| Net To Gross Ratio | 22.4% | 0.2052 | 0.3206 | -0.67σ |