Statistical Profile — MEDICAL CITY MCKINNEY
CCN 450403 | COLLIN, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
166
Beds
$302.5M
Net Revenue
-0.4%
Op Margin
100.4%
Occupancy
0
Outlier Flags
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 | 166 | 63 | 54 | +0.18σ | P75 | P78 |
| Net Patient Revenue | $302.5M | $59.7M | $36.3M | +0.18σ | P80 | P84 |
| Operating Expenses | $303.8M | $62.7M | $37.1M | +0.16σ | P81 | P85 |
| Net Income | $-1.3M | $-2.1M | -315,113 | +0.08σ | P55 | P44 |
| Gross Patient Revenue | $2.84B | $186.6M | $134.7M | +1.03σ | P92 ▲ | P91 ▲ |
| Total Patient Days | 60,861 | 12,073 | 10,290 | +0.57σ | P84 | P86 |
| Medicare Day % | 21.7% | 30.9% | 28.1% | -0.61σ | P27 | P35 |
| Medicaid Day % | 3.0% | 5.1% | 1.9% | -0.51σ | P35 | P62 |
| Operating Margin | -0.4% | -4.8% | -0.7% | +0.30σ | P61 | P50 |
| Revenue per Bed | $1.8M | $1.2M | 843,354 | +0.18σ | P73 | P85 |
| Occupancy Rate | 100.4% | 53.7% | 52.9% | +1.91σ | P100 ▲ | P99 ▲ |
| Commercial Payer % | 75.3% | 61.2% | 69.3% | +0.79σ | P80 | P66 |
| Net-to-Gross Ratio | 10.6% | 33.3% | 28.5% | -1.33σ | P3 ▼ | P5 ▼ |
| Expense per Bed | $1.8M | $1.2M | 933,465 | +0.11σ | P71 | P83 |
| Revenue per Patient Day | 4,970 | 7,054 | 5,735 | -0.06σ | P32 | P42 |
| Payer Diversity Index | 0.385 | 0.473 | 0.412 | -0.36σ | P24 | P40 |
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% | $302.5M | $482.5M | -0.70σ |
| Operating Margin | 2.1% | -0.0043 | -0.0348 | +0.16σ |
| Occupancy Rate | 44.3% | 1.0045 | 0.7553 | +1.37σ |
| Revenue Per Bed | 2.6% | $1.8M | $2.1M | -0.15σ |
| Net To Gross Ratio | 22.4% | 0.1064 | 0.3549 | -1.43σ |