Statistical Profile — TEXAS SPINE AND JOINT HOSPITAL
CCN 450864 | SMITH, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
20
Beds
$147.3M
Net Revenue
30.3%
Op Margin
55.3%
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.
- Revenue per Bed: +3.0σ 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 | 20 | 63 | 54 | -0.62σ | P10 | P12 |
| Net Patient Revenue | $147.3M | $59.7M | $36.3M | -0.16σ | P68 | P75 |
| Operating Expenses | $102.7M | $62.7M | $37.1M | -0.26σ | P60 | P69 |
| Net Income | $44.6M | $-2.1M | -315,113 | +0.40σ | P94 ▲ | P90 |
| Gross Patient Revenue | $660.2M | $186.6M | $134.7M | -0.12σ | P70 | P73 |
| Total Patient Days | 4,034 | 12,073 | 10,290 | -0.53σ | P29 | P33 |
| Medicare Day % | 51.6% | 30.9% | 28.1% | +0.88σ | P82 | P78 |
| Operating Margin | 30.3% | -4.8% | -0.7% | +1.83σ | P98 ▲ | P96 ▲ |
| Revenue per Bed | $7.4M | $1.2M | 843,354 | +3.04σ | P99 ▲ | P99 ▲ |
| Occupancy Rate | 55.3% | 53.7% | 52.9% | +0.14σ | P52 | P53 |
| Commercial Payer % | 48.4% | 61.2% | 69.3% | -0.52σ | P29 | P22 |
| Net-to-Gross Ratio | 22.3% | 33.3% | 28.5% | -0.77σ | P23 | P35 |
| Expense per Bed | $5.1M | $1.2M | 933,465 | +1.47σ | P98 ▲ | P98 ▲ |
| Revenue per Patient Day | 36,510 | 7,054 | 5,735 | +0.06σ | P96 ▲ | P92 ▲ |
| Payer Diversity Index | 0.499 | 0.473 | 0.412 | +0.44σ | P65 | P90 ▲ |
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% | $147.3M | nan | +nanσ |
| Operating Margin | 2.1% | 0.3027 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.5526 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $7.4M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.2231 | nan | +nanσ |