Statistical Profile — VALLEY CHILDRENS HOSPITAL
CCN 053300 | MADERA, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
358
Beds
$1.01B
Net Revenue
25.0%
Op Margin
50.5%
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.
- Medicaid Day %: +3.1σ above 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 | 358 | 63 | 138 | +1.23σ | P91 ▲ | P86 |
| Net Patient Revenue | $1.01B | $59.7M | $176.7M | +1.69σ | P96 ▲ | P92 ▲ |
| Operating Expenses | $757.2M | $62.7M | $191.8M | +1.09σ | P93 ▲ | P86 |
| Net Income | $252.9M | $-2.1M | $-5.0M | +1.84σ | P100 ▲ | P100 ▲ |
| Gross Patient Revenue | $2.05B | $186.6M | $829.1M | +0.61σ | P88 | P71 |
| Total Patient Days | 65,942 | 12,073 | 27,749 | +0.67σ | P86 | P78 |
| Medicare Day % | 0.1% | 30.9% | 25.9% | -1.70σ | P0 ▼ | P0 ▼ |
| Medicaid Day % | 48.8% | 5.1% | 7.4% | +3.11σ | P98 ▲ | P98 ▲ |
| Operating Margin | 25.0% | -4.8% | -4.9% | +1.57σ | P95 ▲ | P97 ▲ |
| Revenue per Bed | $2.8M | $1.2M | $1.5M | +0.69σ | P90 | P80 |
| Occupancy Rate | 50.5% | 53.7% | 59.4% | -0.05σ | P46 | P34 |
| Commercial Payer % | 51.1% | 61.2% | 64.7% | -0.39σ | P33 | P20 |
| Net-to-Gross Ratio | 49.3% | 33.3% | 25.8% | +0.52σ | P74 | P83 |
| Expense per Bed | $2.1M | $1.2M | $1.7M | +0.23σ | P78 | P61 |
| Revenue per Patient Day | 15,318 | 7,054 | 7,799 | -0.02σ | P82 | P83 |
| Payer Diversity Index | 0.500 | 0.473 | 0.468 | +0.45σ | P66 | P65 |
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% | $1.01B | $333.0M | +2.65σ |
| Operating Margin | 2.1% | 0.2504 | -0.1360 | +2.03σ |
| Occupancy Rate | 44.3% | 0.5046 | 0.4102 | +0.52σ |
| Revenue Per Bed | 2.6% | $2.8M | 797,926 | +1.06σ |
| Net To Gross Ratio | 22.4% | 0.4932 | 0.3542 | +0.80σ |