Statistical Profile — WEST OAKS HOSPITAL
CCN 454026 | HARRIS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
160
Beds
$39.0M
Net Revenue
10.0%
Op Margin
81.9%
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.
- Payer Diversity Index: -2.3σ below 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 | 160 | 63 | 54 | +0.15σ | P74 | P76 |
| Net Patient Revenue | $39.0M | $59.7M | $36.3M | -0.39σ | P41 | P54 |
| Operating Expenses | $35.1M | $62.7M | $37.1M | -0.39σ | P36 | P48 |
| Net Income | $3.9M | $-2.1M | -315,113 | +0.11σ | P78 | P69 |
| Gross Patient Revenue | $110.6M | $186.6M | $134.7M | -0.41σ | P41 | P47 |
| Total Patient Days | 47,839 | 12,073 | 10,290 | +0.32σ | P79 | P81 |
| Medicare Day % | 5.4% | 30.9% | 28.1% | -1.43σ | P6 ▼ | P7 ▼ |
| Medicaid Day % | 0.1% | 5.1% | 1.9% | -0.74σ | P2 ▼ | P6 ▼ |
| Operating Margin | 10.0% | -4.8% | -0.7% | +0.82σ | P82 | P71 |
| Revenue per Bed | 243,747 | $1.2M | 843,354 | -0.64σ | P7 ▼ | P12 |
| Occupancy Rate | 81.9% | 53.7% | 52.9% | +1.18σ | P88 | P88 |
| Commercial Payer % | 94.5% | 61.2% | 69.3% | +1.72σ | P95 ▲ | P92 ▲ |
| Net-to-Gross Ratio | 35.3% | 33.3% | 28.5% | -0.15σ | P54 | P63 |
| Expense per Bed | 219,410 | $1.2M | 933,465 | -0.56σ | P5 ▼ | P7 ▼ |
| Revenue per Patient Day | 815.2230 | 7,054 | 5,735 | -0.07σ | P3 ▼ | P5 ▼ |
| Payer Diversity Index | 0.104 | 0.473 | 0.412 | -2.33σ | P5 ▼ | P8 ▼ |
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% | $39.0M | $325.3M | -1.12σ |
| Operating Margin | 2.1% | 0.0998 | -0.0410 | +0.74σ |
| Occupancy Rate | 44.3% | 0.8192 | 0.6775 | +0.78σ |
| Revenue Per Bed | 2.6% | 243,747 | $1.8M | -0.83σ |
| Net To Gross Ratio | 22.4% | 0.3526 | 0.3010 | +0.30σ |