Statistical Profile — VISTA MEDICAL CENTER HOSPITAL
CCN 450831 | HARRIS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
37
Beds
$17.8M
Net Revenue
7.2%
Op Margin
1.0%
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.
- Occupancy Rate: -2.0σ 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 | 37 | 63 | 54 | -0.53σ | P35 | P36 |
| Net Patient Revenue | $17.8M | $59.7M | $36.3M | -0.43σ | P19 | P27 |
| Operating Expenses | $16.5M | $62.7M | $37.1M | -0.43σ | P15 | P22 |
| Net Income | $1.3M | $-2.1M | -315,113 | +0.10σ | P70 | P59 |
| Gross Patient Revenue | $91.6M | $186.6M | $134.7M | -0.42σ | P37 | P44 |
| Total Patient Days | 130 | 12,073 | 10,290 | -0.61σ | P1 ▼ | P2 ▼ |
| Medicare Day % | 13.8% | 30.9% | 28.1% | -1.01σ | P15 | P17 |
| Operating Margin | 7.2% | -4.8% | -0.7% | +0.68σ | P77 | P65 |
| Revenue per Bed | 480,640 | $1.2M | 843,354 | -0.52σ | P21 | P29 |
| Occupancy Rate | 1.0% | 53.7% | 52.9% | -2.00σ | P0 ▼ | P1 ▼ |
| Commercial Payer % | 86.2% | 61.2% | 69.3% | +1.32σ | P90 ▲ | P85 |
| Net-to-Gross Ratio | 19.4% | 33.3% | 28.5% | -0.91σ | P17 | P29 |
| Expense per Bed | 446,230 | $1.2M | 933,465 | -0.46σ | P18 | P25 |
| Revenue per Patient Day | 136,798 | 7,054 | 5,735 | +0.44σ | P99 ▲ | P99 ▲ |
| Payer Diversity Index | 0.239 | 0.473 | 0.412 | -1.39σ | P11 | P16 |
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% | $17.8M | nan | +nanσ |
| Operating Margin | 2.1% | 0.0716 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0096 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 480,640 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.1941 | nan | +nanσ |