Statistical Profile — MEDICAL CITY PLANO
CCN 450651 | COLLIN, TX | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
573
Beds
$936.8M
Net Revenue
40.3%
Op Margin
78.3%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
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
- Net Income: +2.7σ above national mean
- Gross Patient Revenue: +3.5σ above national mean
- Total Patient Days: +2.4σ above national mean
- Operating Margin: +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 | 573 | 63 | 54 | +2.41σ | P97 ▲ | P96 ▲ |
| Net Patient Revenue | $936.8M | $59.7M | $36.3M | +1.53σ | P95 ▲ | P96 ▲ |
| Operating Expenses | $559.1M | $62.7M | $37.1M | +0.68σ | P90 | P93 ▲ |
| Net Income | $377.8M | $-2.1M | -315,113 | +2.71σ | P100 ▲ | P99 ▲ |
| Gross Patient Revenue | $7.59B | $186.6M | $134.7M | +3.52σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 156,614 | 12,073 | 10,290 | +2.43σ | P97 ▲ | P97 ▲ |
| Medicare Day % | 20.7% | 30.9% | 28.1% | -0.66σ | P25 | P32 |
| Medicaid Day % | 1.4% | 5.1% | 1.9% | -0.64σ | P19 | P43 |
| Operating Margin | 40.3% | -4.8% | -0.7% | +2.33σ | P99 ▲ | P99 ▲ |
| Revenue per Bed | $1.6M | $1.2M | 843,354 | +0.08σ | P67 | P81 |
| Occupancy Rate | 78.3% | 53.7% | 52.9% | +1.04σ | P84 | P84 |
| Commercial Payer % | 77.9% | 61.2% | 69.3% | +0.92σ | P84 | P72 |
| Net-to-Gross Ratio | 12.3% | 33.3% | 28.5% | -1.25σ | P5 ▼ | P9 ▼ |
| Expense per Bed | 975,680 | $1.2M | 933,465 | -0.25σ | P40 | P52 |
| Revenue per Patient Day | 5,982 | 7,054 | 5,735 | -0.05σ | P41 | P52 |
| Payer Diversity Index | 0.350 | 0.473 | 0.412 | -0.61σ | P19 | P30 |
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% | $936.8M | $1.23B | -1.13σ |
| Operating Margin | 2.1% | 0.4032 | -0.0436 | +2.35σ |
| Occupancy Rate | 44.3% | 0.7830 | 0.7930 | -0.05σ |
| Revenue Per Bed | 2.6% | $1.6M | $2.0M | -0.17σ |
| Net To Gross Ratio | 22.4% | 0.1234 | 0.2756 | -0.88σ |