Statistical Profile — DOCTORS MEDICAL CENTER OF MODESTO
CCN 050464 | STANISLAUS, CA | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
380
Beds
$672.7M
Net Revenue
2.4%
Op Margin
85.5%
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.
- Gross Patient Revenue: +3.8σ 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 | 380 | 63 | 138 | +1.35σ | P92 ▲ | P89 |
| Net Patient Revenue | $672.7M | $59.7M | $176.7M | +0.97σ | P92 ▲ | P84 |
| Operating Expenses | $656.6M | $62.7M | $191.8M | +0.88σ | P92 ▲ | P82 |
| Net Income | $16.2M | $-2.1M | $-5.0M | +0.20σ | P89 | P83 |
| Gross Patient Revenue | $8.09B | $186.6M | $829.1M | +3.78σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 118,619 | 12,073 | 27,749 | +1.69σ | P94 ▲ | P94 ▲ |
| Medicare Day % | 19.7% | 30.9% | 25.9% | -0.71σ | P23 | P35 |
| Medicaid Day % | 10.4% | 5.1% | 7.4% | +0.07σ | P73 | P63 |
| Operating Margin | 2.4% | -4.8% | -4.9% | +0.44σ | P68 | P72 |
| Revenue per Bed | $1.8M | $1.2M | $1.5M | +0.15σ | P71 | P55 |
| Occupancy Rate | 85.5% | 53.7% | 59.4% | +1.33σ | P91 ▲ | P90 ▲ |
| Commercial Payer % | 69.9% | 61.2% | 64.7% | +0.52σ | P69 | P63 |
| Net-to-Gross Ratio | 8.3% | 33.3% | 25.8% | -1.44σ | P1 ▼ | P1 ▼ |
| Expense per Bed | $1.7M | $1.2M | $1.7M | +0.07σ | P68 | P49 |
| Revenue per Patient Day | 5,671 | 7,054 | 7,799 | -0.05σ | P38 | P32 |
| Payer Diversity Index | 0.462 | 0.473 | 0.468 | +0.18σ | P45 | P45 |
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% | $672.7M | $910.8M | -0.93σ |
| Operating Margin | 2.1% | 0.0240 | -0.0447 | +0.36σ |
| Occupancy Rate | 44.3% | 0.8552 | 0.8127 | +0.23σ |
| Revenue Per Bed | 2.6% | $1.8M | $2.1M | -0.17σ |
| Net To Gross Ratio | 22.4% | 0.0831 | 0.3418 | -1.49σ |