Statistical Profile — MILTON S. HERSHEY MEDICAL CENTER
CCN 390256 | DAUPHIN, PA | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
616
Beds
$2.08B
Net Revenue
-2.8%
Op Margin
81.7%
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: +2.6σ above national mean
- Net Patient Revenue: +4.0σ above national mean
- Operating Expenses: +3.9σ above national mean
- Gross Patient Revenue: +3.0σ above national mean
- Total Patient Days: +2.9σ 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 | 616 | 63 | 106 | +2.64σ | P97 ▲ | P96 ▲ |
| Net Patient Revenue | $2.08B | $59.7M | $83.4M | +3.97σ | P99 ▲ | P97 ▲ |
| Operating Expenses | $2.13B | $62.7M | $85.9M | +3.92σ | P99 ▲ | P97 ▲ |
| Net Income | $-57.1M | $-2.1M | $-3.8M | -0.31σ | P9 ▼ | P12 |
| Gross Patient Revenue | $6.63B | $186.6M | $340.6M | +3.01σ | P98 ▲ | P96 ▲ |
| Total Patient Days | 182,755 | 12,073 | 21,342 | +2.94σ | P98 ▲ | P97 ▲ |
| Medicare Day % | 18.6% | 30.9% | 27.3% | -0.77σ | P21 | P24 |
| Medicaid Day % | 2.5% | 5.1% | 1.9% | -0.55σ | P31 | P59 |
| Operating Margin | -2.8% | -4.8% | -4.4% | +0.19σ | P55 | P54 |
| Revenue per Bed | $3.4M | $1.2M | $1.1M | +0.97σ | P94 ▲ | P94 ▲ |
| Occupancy Rate | 81.7% | 53.7% | 57.9% | +1.18σ | P88 | P88 |
| Commercial Payer % | 78.9% | 61.2% | 70.9% | +0.96σ | P85 | P72 |
| Net-to-Gross Ratio | 31.3% | 33.3% | 27.4% | -0.34σ | P46 | P64 |
| Expense per Bed | $3.5M | $1.2M | $1.2M | +0.78σ | P94 ▲ | P95 ▲ |
| Revenue per Patient Day | 11,359 | 7,054 | 6,766 | -0.03σ | P71 | P79 |
| Payer Diversity Index | 0.342 | 0.473 | 0.420 | -0.66σ | P18 | P28 |
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% | $2.08B | $1.43B | +2.54σ |
| Operating Margin | 2.1% | -0.0275 | -0.0436 | +0.08σ |
| Occupancy Rate | 44.3% | 0.8174 | 0.8664 | -0.27σ |
| Revenue Per Bed | 2.6% | $3.4M | $2.2M | +0.63σ |
| Net To Gross Ratio | 22.4% | 0.3129 | 0.3106 | +0.01σ |