Statistical Profile — HARRIS HEALTH SYSTEM
CCN 450289 | HARRIS, TX | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
576
Beds
$395.5M
Net Revenue
-50.0%
Op Margin
81.8%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.4σ above national mean
- Operating Expenses: +2.1σ above national mean
- Net Income: -5.8σ below national mean
- Operating Margin: -2.2σ 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 | 576 | 63 | 54 | +2.42σ | P97 ▲ | P96 ▲ |
| Net Patient Revenue | $395.5M | $59.7M | $36.3M | +0.38σ | P85 | P88 |
| Operating Expenses | $1.24B | $62.7M | $37.1M | +2.08σ | P97 ▲ | P97 ▲ |
| Net Income | $-842.0M | $-2.1M | -315,113 | -5.76σ | P0 ▼ | P0 ▼ |
| Gross Patient Revenue | $1.68B | $186.6M | $134.7M | +0.42σ | P85 | P84 |
| Total Patient Days | 100,857 | 12,073 | 10,290 | +1.35σ | P92 ▲ | P93 ▲ |
| Medicare Day % | 4.1% | 30.9% | 28.1% | -1.49σ | P5 ▼ | P5 ▼ |
| Medicaid Day % | 26.2% | 5.1% | 1.9% | +1.32σ | P91 ▲ | P98 ▲ |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 686,650 | $1.2M | 843,354 | -0.41σ | P31 | P45 |
| Occupancy Rate | 81.8% | 53.7% | 52.9% | +1.18σ | P88 | P88 |
| Commercial Payer % | 69.7% | 61.2% | 69.3% | +0.51σ | P69 | P51 |
| Net-to-Gross Ratio | 23.5% | 33.3% | 28.5% | -0.72σ | P26 | P37 |
| Expense per Bed | $2.1M | $1.2M | 933,465 | +0.24σ | P79 | P88 |
| Revenue per Patient Day | 3,921 | 7,054 | 5,735 | -0.06σ | P25 | P32 |
| Payer Diversity Index | 0.444 | 0.473 | 0.412 | +0.05σ | P39 | P61 |
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% | $395.5M | $679.4M | -1.11σ |
| Operating Margin | 2.1% | -0.5000 | -0.1432 | -1.88σ |
| Occupancy Rate | 44.3% | 0.8182 | 0.7165 | +0.56σ |
| Revenue Per Bed | 2.6% | 686,650 | $1.4M | -0.36σ |
| Net To Gross Ratio | 22.4% | 0.2353 | 0.3741 | -0.80σ |