Statistical Profile — VALLEY REGIONAL MEDICAL CENTER
CCN 450662 | CAMERON, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
187
Beds
$202.7M
Net Revenue
41.3%
Op Margin
66.5%
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.
- Operating Margin: +2.4σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and TX (n=583) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | TX Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 187 | 63 | 54 | +0.29σ | P78 | P80 |
| Net Patient Revenue | $202.7M | $59.7M | $36.3M | -0.04σ | P73 | P79 |
| Operating Expenses | $118.9M | $62.7M | $37.1M | -0.22σ | P63 | P73 |
| Net Income | $83.8M | $-2.1M | -315,113 | +0.67σ | P97 ▲ | P95 ▲ |
| Gross Patient Revenue | $2.30B | $186.6M | $134.7M | +0.74σ | P89 | P87 |
| Total Patient Days | 45,409 | 12,073 | 10,290 | +0.27σ | P78 | P80 |
| Medicare Day % | 15.7% | 30.9% | 28.1% | -0.92σ | P17 | P20 |
| Medicaid Day % | 7.1% | 5.1% | 1.9% | -0.18σ | P62 | P81 |
| Operating Margin | 41.3% | -4.8% | -0.7% | +2.38σ | P99 ▲ | P99 ▲ |
| Revenue per Bed | $1.1M | $1.2M | 843,354 | -0.21σ | P46 | P59 |
| Occupancy Rate | 66.5% | 53.7% | 52.9% | +0.58σ | P67 | P66 |
| Commercial Payer % | 77.2% | 61.2% | 69.3% | +0.88σ | P83 | P70 |
| Net-to-Gross Ratio | 8.8% | 33.3% | 28.5% | -1.42σ | P1 ▼ | P2 ▼ |
| Expense per Bed | 635,957 | $1.2M | 933,465 | -0.39σ | P27 | P37 |
| Revenue per Patient Day | 4,465 | 7,054 | 5,735 | -0.06σ | P28 | P37 |
| Payer Diversity Index | 0.375 | 0.473 | 0.412 | -0.43σ | P22 | P37 |
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% | $202.7M | $310.3M | -0.42σ |
| Operating Margin | 2.1% | 0.4134 | -0.0523 | +2.45σ |
| Occupancy Rate | 44.3% | 0.6653 | 0.5882 | +0.42σ |
| Revenue Per Bed | 2.6% | $1.1M | $1.6M | -0.27σ |
| Net To Gross Ratio | 22.4% | 0.0881 | 0.3066 | -1.26σ |