Statistical Profile — READING HOSPITAL AND MEDICAL CENTER
CCN 390044 | MONTGOMERY, PA | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
561
Beds
$1.15B
Net Revenue
6.1%
Op Margin
79.9%
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: +2.3σ above national mean
- Total Patient Days: +2.6σ 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 | 561 | 63 | 106 | +2.34σ | P97 ▲ | P95 ▲ |
| Net Patient Revenue | $1.15B | $59.7M | $83.4M | +1.99σ | P96 ▲ | P94 ▲ |
| Operating Expenses | $1.08B | $62.7M | $85.9M | +1.75σ | P96 ▲ | P93 ▲ |
| Net Income | $69.6M | $-2.1M | $-3.8M | +0.57σ | P96 ▲ | P97 ▲ |
| Gross Patient Revenue | $4.03B | $186.6M | $340.6M | +1.65σ | P95 ▲ | P93 ▲ |
| Total Patient Days | 163,593 | 12,073 | 21,342 | +2.57σ | P97 ▲ | P96 ▲ |
| Medicare Day % | 26.2% | 30.9% | 27.3% | -0.39σ | P39 | P46 |
| Medicaid Day % | 1.7% | 5.1% | 1.9% | -0.61σ | P23 | P47 |
| Operating Margin | 6.1% | -4.8% | -4.4% | +0.63σ | P76 | P75 |
| Revenue per Bed | $2.0M | $1.2M | $1.1M | +0.29σ | P78 | P79 |
| Occupancy Rate | 79.9% | 53.7% | 57.9% | +1.11σ | P85 | P85 |
| Commercial Payer % | 72.1% | 61.2% | 70.9% | +0.63σ | P74 | P54 |
| Net-to-Gross Ratio | 28.4% | 33.3% | 27.4% | -0.48σ | P38 | P57 |
| Expense per Bed | $1.9M | $1.2M | $1.2M | +0.15σ | P73 | P79 |
| Revenue per Patient Day | 7,015 | 7,054 | 6,766 | -0.05σ | P50 | P52 |
| Payer Diversity Index | 0.411 | 0.473 | 0.420 | -0.18σ | P30 | P48 |
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% | $1.15B | $1.32B | -0.67σ |
| Operating Margin | 2.1% | 0.0607 | -0.0200 | +0.42σ |
| Occupancy Rate | 44.3% | 0.7989 | 0.8653 | -0.36σ |
| Revenue Per Bed | 2.6% | $2.0M | $2.2M | -0.06σ |
| Net To Gross Ratio | 22.4% | 0.2845 | 0.2501 | +0.20σ |