Statistical Profile — KERN MEDICAL CENTER
CCN 050315 | KERN, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
222
Beds
$273.2M
Net Revenue
-50.0%
Op Margin
71.2%
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 CA (n=414) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | CA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 222 | 63 | 138 | +0.49σ | P82 | P67 |
| Net Patient Revenue | $273.2M | $59.7M | $176.7M | +0.11σ | P78 | P59 |
| Operating Expenses | $508.1M | $62.7M | $191.8M | +0.58σ | P88 | P74 |
| Net Income | $-234.9M | $-2.1M | $-5.0M | -1.54σ | P2 ▼ | P3 ▼ |
| Gross Patient Revenue | $1.14B | $186.6M | $829.1M | +0.13σ | P78 | P55 |
| Total Patient Days | 57,677 | 12,073 | 27,749 | +0.51σ | P83 | P72 |
| Medicare Day % | 9.3% | 30.9% | 25.9% | -1.24σ | P10 | P16 |
| Medicaid Day % | 24.1% | 5.1% | 7.4% | +1.16σ | P90 ▲ | P91 ▲ |
| Operating Margin | -50.0% | -4.8% | -4.9% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $1.2M | $1.2M | $1.5M | -0.13σ | P52 | P38 |
| Occupancy Rate | 71.2% | 53.7% | 59.4% | +0.76σ | P73 | P70 |
| Commercial Payer % | 66.6% | 61.2% | 64.7% | +0.36σ | P62 | P55 |
| Net-to-Gross Ratio | 23.9% | 33.3% | 25.8% | -0.70σ | P27 | P44 |
| Expense per Bed | $2.3M | $1.2M | $1.7M | +0.30σ | P81 | P65 |
| Revenue per Patient Day | 4,737 | 7,054 | 7,799 | -0.06σ | P30 | P24 |
| Payer Diversity Index | 0.490 | 0.473 | 0.468 | +0.37σ | P58 | P57 |
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% | $273.2M | $376.2M | -0.40σ |
| Operating Margin | 2.1% | -0.5000 | -0.0812 | -2.20σ |
| Occupancy Rate | 44.3% | 0.7118 | 0.6206 | +0.50σ |
| Revenue Per Bed | 2.6% | $1.2M | $1.6M | -0.17σ |
| Net To Gross Ratio | 22.4% | 0.2389 | 0.3656 | -0.73σ |