Statistical Profile — HCA HOUSTON HEALTHCARE KINGWOOD
CCN 450775 | HARRIS, TX | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
576
Beds
$733.8M
Net Revenue
13.1%
Op Margin
70.9%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
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
- Gross Patient Revenue: +3.8σ above national mean
- Total Patient Days: +2.3σ 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 | 576 | 63 | 54 | +2.42σ | P97 ▲ | P96 ▲ |
| Net Patient Revenue | $733.8M | $59.7M | $36.3M | +1.10σ | P93 ▲ | P96 ▲ |
| Operating Expenses | $637.7M | $62.7M | $37.1M | +0.85σ | P92 ▲ | P95 ▲ |
| Net Income | $96.1M | $-2.1M | -315,113 | +0.75σ | P98 ▲ | P97 ▲ |
| Gross Patient Revenue | $8.19B | $186.6M | $134.7M | +3.83σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 149,201 | 12,073 | 10,290 | +2.29σ | P96 ▲ | P97 ▲ |
| Medicare Day % | 19.0% | 30.9% | 28.1% | -0.75σ | P22 | P28 |
| Medicaid Day % | 3.0% | 5.1% | 1.9% | -0.51σ | P35 | P63 |
| Operating Margin | 13.1% | -4.8% | -0.7% | +0.98σ | P86 | P78 |
| Revenue per Bed | $1.3M | $1.2M | 843,354 | -0.11σ | P53 | P68 |
| Occupancy Rate | 70.9% | 53.7% | 52.9% | +0.75σ | P73 | P73 |
| Commercial Payer % | 78.0% | 61.2% | 69.3% | +0.92σ | P84 | P73 |
| Net-to-Gross Ratio | 9.0% | 33.3% | 28.5% | -1.41σ | P1 ▼ | P2 ▼ |
| Expense per Bed | $1.1M | $1.2M | 933,465 | -0.19σ | P45 | P59 |
| Revenue per Patient Day | 4,918 | 7,054 | 5,735 | -0.06σ | P32 | P41 |
| Payer Diversity Index | 0.354 | 0.473 | 0.412 | -0.58σ | P19 | P31 |
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% | $733.8M | $1.13B | -1.54σ |
| Operating Margin | 2.1% | 0.1310 | -0.0499 | +0.95σ |
| Occupancy Rate | 44.3% | 0.7092 | 0.6627 | +0.25σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.6M | -0.20σ |
| Net To Gross Ratio | 22.4% | 0.0896 | 0.2483 | -0.92σ |