Statistical Profile — LONESTAR BEHAVIORAL HEALTH
CCN 454118 | HARRIS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
24
Beds
$8.0M
Net Revenue
3.7%
Op Margin
43.9%
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 | 24 | 63 | 54 | -0.60σ | P14 | P17 |
| Net Patient Revenue | $8.0M | $59.7M | $36.3M | -0.45σ | P6 ▼ | P8 ▼ |
| Operating Expenses | $7.7M | $62.7M | $37.1M | -0.45σ | P4 ▼ | P4 ▼ |
| Net Income | 294,295 | $-2.1M | -315,113 | +0.09σ | P65 | P52 |
| Gross Patient Revenue | $8.0M | $186.6M | $134.7M | -0.46σ | P2 ▼ | P2 ▼ |
| Total Patient Days | 3,842 | 12,073 | 10,290 | -0.54σ | P28 | P33 |
| Medicare Day % | 23.0% | 30.9% | 28.1% | -0.55σ | P30 | P37 |
| Medicaid Day % | 28.5% | 5.1% | 1.9% | +1.51σ | P93 ▲ | P98 ▲ |
| Operating Margin | 3.7% | -4.8% | -0.7% | +0.51σ | P71 | P59 |
| Revenue per Bed | 331,562 | $1.2M | 843,354 | -0.60σ | P12 | P18 |
| Occupancy Rate | 43.9% | 53.7% | 52.9% | -0.31σ | P38 | P40 |
| Commercial Payer % | 48.5% | 61.2% | 69.3% | -0.52σ | P29 | P22 |
| Net-to-Gross Ratio | 100.0% | 33.3% | 28.5% | +2.94σ | P98 ▲ | P97 ▲ |
| Expense per Bed | 319,300 | $1.2M | 933,465 | -0.52σ | P10 | P15 |
| Revenue per Patient Day | 2,071 | 7,054 | 5,735 | -0.07σ | P18 | P26 |
| Payer Diversity Index | 0.631 | 0.473 | 0.412 | +1.36σ | P96 ▲ | P100 ▲ |
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% | $8.0M | $16.0M | -0.03σ |
| Operating Margin | 2.1% | 0.0370 | -0.0948 | +0.69σ |
| Occupancy Rate | 44.3% | 0.4386 | 0.5341 | -0.52σ |
| Revenue Per Bed | 2.6% | 331,562 | $1.5M | -0.61σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.4516 | +3.16σ |