Statistical Profile — GEISINGER MEDICAL CENTER
CCN 390006 | MONTOUR, PA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
525
Beds
$1.58B
Net Revenue
4.1%
Op Margin
83.9%
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: +2.1σ above national mean
- Net Patient Revenue: +2.9σ above national mean
- Operating Expenses: +2.7σ above national mean
- Gross Patient Revenue: +5.4σ above national mean
- Total Patient Days: +2.4σ 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 | 525 | 63 | 106 | +2.14σ | P96 ▲ | P93 ▲ |
| Net Patient Revenue | $1.58B | $59.7M | $83.4M | +2.92σ | P98 ▲ | P96 ▲ |
| Operating Expenses | $1.52B | $62.7M | $85.9M | +2.65σ | P98 ▲ | P96 ▲ |
| Net Income | $65.4M | $-2.1M | $-3.8M | +0.54σ | P96 ▲ | P97 ▲ |
| Gross Patient Revenue | $11.23B | $186.6M | $340.6M | +5.42σ | P99 ▲ | P98 ▲ |
| Total Patient Days | 154,762 | 12,073 | 21,342 | +2.39σ | P97 ▲ | P95 ▲ |
| Medicare Day % | 23.1% | 30.9% | 27.3% | -0.54σ | P31 | P38 |
| Medicaid Day % | 2.9% | 5.1% | 1.9% | -0.52σ | P34 | P62 |
| Operating Margin | 4.1% | -4.8% | -4.4% | +0.53σ | P72 | P70 |
| Revenue per Bed | $3.0M | $1.2M | $1.1M | +0.79σ | P91 ▲ | P92 ▲ |
| Occupancy Rate | 83.9% | 53.7% | 57.9% | +1.26σ | P90 | P90 ▲ |
| Commercial Payer % | 74.0% | 61.2% | 70.9% | +0.72σ | P78 | P60 |
| Net-to-Gross Ratio | 14.1% | 33.3% | 27.4% | -1.17σ | P7 ▼ | P9 ▼ |
| Expense per Bed | $2.9M | $1.2M | $1.2M | +0.55σ | P89 | P93 ▲ |
| Revenue per Patient Day | 10,226 | 7,054 | 6,766 | -0.04σ | P67 | P73 |
| Payer Diversity Index | 0.398 | 0.473 | 0.420 | -0.27σ | P27 | P41 |
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% | $1.58B | $1.24B | +1.35σ |
| Operating Margin | 2.1% | 0.0413 | -0.0323 | +0.39σ |
| Occupancy Rate | 44.3% | 0.8386 | 0.8805 | -0.23σ |
| Revenue Per Bed | 2.6% | $3.0M | $2.2M | +0.42σ |
| Net To Gross Ratio | 22.4% | 0.1409 | 0.2939 | -0.88σ |