Statistical Profile — KINGWOOD PINES HOSPITAL
CCN 454103 | HARRIS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
116
Beds
$25.3M
Net Revenue
12.4%
Op Margin
71.7%
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: -2.4σ 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 | 116 | 63 | 54 | -0.10σ | P65 | P69 |
| Net Patient Revenue | $25.3M | $59.7M | $36.3M | -0.42σ | P29 | P38 |
| Operating Expenses | $22.1M | $62.7M | $37.1M | -0.42σ | P23 | P32 |
| Net Income | $3.1M | $-2.1M | -315,113 | +0.11σ | P76 | P67 |
| Gross Patient Revenue | $63.9M | $186.6M | $134.7M | -0.43σ | P30 | P36 |
| Total Patient Days | 30,364 | 12,073 | 10,290 | -0.02σ | P70 | P75 |
| Medicare Day % | 4.3% | 30.9% | 28.1% | -1.48σ | P5 ▼ | P6 ▼ |
| Medicaid Day % | 0.4% | 5.1% | 1.9% | -0.72σ | P6 ▼ | P20 |
| Operating Margin | 12.4% | -4.8% | -0.7% | +0.94σ | P85 | P76 |
| Revenue per Bed | 217,759 | $1.2M | 843,354 | -0.65σ | P6 ▼ | P9 ▼ |
| Occupancy Rate | 71.7% | 53.7% | 52.9% | +0.78σ | P74 | P74 |
| Commercial Payer % | 95.3% | 61.2% | 69.3% | +1.76σ | P96 ▲ | P93 ▲ |
| Net-to-Gross Ratio | 39.5% | 33.3% | 28.5% | +0.05σ | P61 | P69 |
| Expense per Bed | 190,783 | $1.2M | 933,465 | -0.57σ | P3 ▼ | P5 ▼ |
| Revenue per Patient Day | 831.9094 | 7,054 | 5,735 | -0.07σ | P3 ▼ | P5 ▼ |
| Payer Diversity Index | 0.090 | 0.473 | 0.412 | -2.42σ | P4 ▼ | P7 ▼ |
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% | $25.3M | $185.3M | -0.63σ |
| Operating Margin | 2.1% | 0.1239 | -0.0369 | +0.85σ |
| Occupancy Rate | 44.3% | 0.7171 | 0.6409 | +0.42σ |
| Revenue Per Bed | 2.6% | 217,759 | $1.7M | -0.79σ |
| Net To Gross Ratio | 22.4% | 0.3953 | 0.2728 | +0.71σ |