Statistical Profile — KINGWOOD EMERGENCY HOSPITAL
CCN 670285 | nan, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
6
Beds
$20.1M
Net Revenue
27.3%
Op Margin
16.9%
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.
- Net-to-Gross Ratio: +2.9σ 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 | 6 | 63 | 54 | -0.70σ | P0 ▼ | P1 ▼ |
| Net Patient Revenue | $20.1M | $59.7M | $36.3M | -0.43σ | P22 | P32 |
| Operating Expenses | $14.6M | $62.7M | $37.1M | -0.44σ | P12 | P17 |
| Net Income | $5.5M | $-2.1M | -315,113 | +0.13σ | P80 | P72 |
| Gross Patient Revenue | $20.1M | $186.6M | $134.7M | -0.45σ | P9 ▼ | P11 |
| Total Patient Days | 370 | 12,073 | 10,290 | -0.61σ | P2 ▼ | P4 ▼ |
| Medicare Day % | 16.8% | 30.9% | 28.1% | -0.86σ | P18 | P22 |
| Medicaid Day % | 1.1% | 5.1% | 1.9% | -0.66σ | P16 | P39 |
| Operating Margin | 27.3% | -4.8% | -0.7% | +1.69σ | P96 ▲ | P94 ▲ |
| Revenue per Bed | $3.3M | $1.2M | 843,354 | +0.96σ | P94 ▲ | P94 ▲ |
| Occupancy Rate | 16.9% | 53.7% | 52.9% | -1.38σ | P10 | P18 |
| Commercial Payer % | 82.2% | 61.2% | 69.3% | +1.12σ | P88 | P80 |
| Net-to-Gross Ratio | 99.9% | 33.3% | 28.5% | +2.93σ | P98 ▲ | P97 ▲ |
| Expense per Bed | $2.4M | $1.2M | 933,465 | +0.36σ | P84 | P90 |
| Revenue per Patient Day | 54,312 | 7,054 | 5,735 | +0.13σ | P98 ▲ | P95 ▲ |
| Payer Diversity Index | 0.297 | 0.473 | 0.412 | -0.98σ | P14 | P21 |
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% | $20.1M | $-27.4M | +0.19σ |
| Operating Margin | 2.1% | 0.2734 | -0.0356 | +1.63σ |
| Occupancy Rate | 44.3% | 0.1689 | 0.5861 | -2.29σ |
| Revenue Per Bed | 2.6% | $3.3M | $1.7M | +0.85σ |
| Net To Gross Ratio | 22.4% | 0.9988 | 0.3081 | +3.99σ |