Statistical Profile — WILLIS-KNIGHTON HEALTH SYSTEMS
CCN 190111 | CADDO PARISH, LA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
686
Beds
$1.02B
Net Revenue
6.9%
Op Margin
64.7%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.0σ above national mean
- Total Patient Days: +2.5σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and LA (n=212) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | LA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 686 | 63 | 36 | +3.03σ | P98 ▲ | P99 ▲ |
| Net Patient Revenue | $1.02B | $59.7M | $18.5M | +1.71σ | P96 ▲ | P99 ▲ |
| Operating Expenses | $946.8M | $62.7M | $20.1M | +1.48σ | P95 ▲ | P99 ▲ |
| Net Income | $70.1M | $-2.1M | -649,318 | +0.57σ | P96 ▲ | P100 ▲ |
| Gross Patient Revenue | $3.75B | $186.6M | $50.9M | +1.50σ | P94 ▲ | P98 ▲ |
| Total Patient Days | 162,052 | 12,073 | 6,146 | +2.54σ | P97 ▲ | P99 ▲ |
| Medicare Day % | 33.5% | 30.9% | 32.7% | -0.03σ | P56 | P50 |
| Medicaid Day % | 0.9% | 5.1% | 2.3% | -0.67σ | P14 | P24 |
| Operating Margin | 6.9% | -4.8% | -3.5% | +0.67σ | P77 | P79 |
| Revenue per Bed | $1.5M | $1.2M | 583,748 | -0.00σ | P62 | P85 |
| Occupancy Rate | 64.7% | 53.7% | 51.9% | +0.51σ | P65 | P68 |
| Commercial Payer % | 65.6% | 61.2% | 59.8% | +0.32σ | P60 | P56 |
| Net-to-Gross Ratio | 27.1% | 33.3% | 37.8% | -0.54σ | P34 | P27 |
| Expense per Bed | $1.4M | $1.2M | 602,097 | -0.08σ | P56 | P80 |
| Revenue per Patient Day | 6,275 | 7,054 | 5,062 | -0.05σ | P43 | P59 |
| Payer Diversity Index | 0.458 | 0.473 | 0.443 | +0.15σ | P44 | P54 |
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% | $1.02B | $1.30B | -1.10σ |
| Operating Margin | 2.1% | 0.0690 | -0.0127 | +0.43σ |
| Occupancy Rate | 44.3% | 0.6472 | 0.6477 | -0.00σ |
| Revenue Per Bed | 2.6% | $1.5M | $1.5M | -0.02σ |
| Net To Gross Ratio | 22.4% | 0.2713 | 0.0937 | +1.02σ |