Statistical Profile — BAPTIST MEM HOSPITAL MEMPHIS
CCN 440048 | SHELBY, TN | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
800
Beds
$766.1M
Net Revenue
-12.7%
Op Margin
78.2%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.6σ above national mean
- Total Patient Days: +3.8σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and TN (n=141) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | TN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 800 | 63 | 56 | +3.65σ | P99 ▲ | P98 ▲ |
| Net Patient Revenue | $766.1M | $59.7M | $44.3M | +1.17σ | P94 ▲ | P94 ▲ |
| Operating Expenses | $863.4M | $62.7M | $42.6M | +1.31σ | P95 ▲ | P96 ▲ |
| Net Income | $-97.4M | $-2.1M | -388,303 | -0.59σ | P5 ▼ | P3 ▼ |
| Gross Patient Revenue | $4.00B | $186.6M | $152.3M | +1.63σ | P95 ▲ | P95 ▲ |
| Total Patient Days | 228,362 | 12,073 | 11,161 | +3.83σ | P99 ▲ | P98 ▲ |
| Medicare Day % | 32.6% | 30.9% | 28.1% | -0.07σ | P54 | P61 |
| Medicaid Day % | 7.0% | 5.1% | 7.9% | -0.20σ | P61 | P47 |
| Operating Margin | -12.7% | -4.8% | -0.6% | -0.31σ | P32 | P20 |
| Revenue per Bed | 957,575 | $1.2M | 799,248 | -0.27σ | P41 | P55 |
| Occupancy Rate | 78.2% | 53.7% | 61.7% | +1.04σ | P84 | P78 |
| Commercial Payer % | 60.4% | 61.2% | 67.5% | +0.06σ | P48 | P38 |
| Net-to-Gross Ratio | 19.1% | 33.3% | 23.7% | -0.92σ | P17 | P33 |
| Expense per Bed | $1.1M | $1.2M | 791,756 | -0.20σ | P44 | P63 |
| Revenue per Patient Day | 3,355 | 7,054 | 4,716 | -0.06σ | P23 | P28 |
| Payer Diversity Index | 0.524 | 0.473 | 0.459 | +0.61σ | P76 | P83 |
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% | $766.1M | $1.87B | -4.32σ |
| Operating Margin | 2.1% | -0.1271 | 0.0168 | -0.76σ |
| Occupancy Rate | 44.3% | 0.7824 | 1.0416 | -1.42σ |
| Revenue Per Bed | 2.6% | 957,575 | $2.4M | -0.75σ |
| Net To Gross Ratio | 22.4% | 0.1915 | 0.1215 | +0.40σ |