Statistical Profile — ABINGTON MEMORIAL HOSPITAL
CCN 390231 | MONTGOMERY, PA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
588
Beds
$763.0M
Net Revenue
-19.5%
Op Margin
74.1%
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: +2.5σ above national mean
- Total Patient Days: +2.5σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and PA (n=225) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | PA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 588 | 63 | 106 | +2.49σ | P97 ▲ | P95 ▲ |
| Net Patient Revenue | $763.0M | $59.7M | $83.4M | +1.16σ | P94 ▲ | P90 ▲ |
| Operating Expenses | $912.1M | $62.7M | $85.9M | +1.41σ | P95 ▲ | P92 ▲ |
| Net Income | $-149.1M | $-2.1M | $-3.8M | -0.95σ | P3 ▼ | P5 ▼ |
| Gross Patient Revenue | $2.69B | $186.6M | $340.6M | +0.95σ | P91 ▲ | P87 |
| Total Patient Days | 159,061 | 12,073 | 21,342 | +2.48σ | P97 ▲ | P95 ▲ |
| Medicare Day % | 31.4% | 30.9% | 27.3% | -0.13σ | P51 | P60 |
| Medicaid Day % | 6.1% | 5.1% | 1.9% | -0.26σ | P56 | P86 |
| Operating Margin | -19.5% | -4.8% | -4.4% | -0.65σ | P21 | P23 |
| Revenue per Bed | $1.3M | $1.2M | $1.1M | -0.10σ | P54 | P58 |
| Occupancy Rate | 74.1% | 53.7% | 57.9% | +0.88σ | P78 | P73 |
| Commercial Payer % | 62.5% | 61.2% | 70.9% | +0.16σ | P53 | P31 |
| Net-to-Gross Ratio | 28.3% | 33.3% | 27.4% | -0.49σ | P38 | P55 |
| Expense per Bed | $1.6M | $1.2M | $1.2M | -0.01σ | P62 | P65 |
| Revenue per Patient Day | 4,797 | 7,054 | 6,766 | -0.06σ | P31 | P29 |
| Payer Diversity Index | 0.507 | 0.473 | 0.420 | +0.49σ | P70 | P89 |
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% | $763.0M | $1.28B | -2.02σ |
| Operating Margin | 2.1% | -0.1954 | -0.0128 | -0.96σ |
| Occupancy Rate | 44.3% | 0.7411 | 0.8097 | -0.38σ |
| Revenue Per Bed | 2.6% | $1.3M | $2.0M | -0.35σ |
| Net To Gross Ratio | 22.4% | 0.2834 | 0.1888 | +0.55σ |