Statistical Profile — STRONG MEMORIAL HOSPITAL
CCN 330285 | MONROE, NY | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
749
Beds
$3.31B
Net Revenue
5.2%
Op Margin
109.5%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.4σ above national mean
- Net Patient Revenue: +6.6σ above national mean
- Operating Expenses: +6.0σ above national mean
- Gross Patient Revenue: +3.5σ above national mean
- Total Patient Days: +5.2σ above national mean
- Occupancy Rate: +2.3σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and NY (n=196) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | NY Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 749 | 63 | 167 | +3.37σ | P99 ▲ | P95 ▲ |
| Net Patient Revenue | $3.31B | $59.7M | $214.1M | +6.63σ | P100 ▲ | P98 ▲ |
| Operating Expenses | $3.14B | $62.7M | $199.0M | +6.00σ | P100 ▲ | P96 ▲ |
| Net Income | $172.1M | $-2.1M | $-34.8M | +1.28σ | P99 ▲ | P99 ▲ |
| Gross Patient Revenue | $7.55B | $186.6M | $749.0M | +3.50σ | P99 ▲ | P95 ▲ |
| Total Patient Days | 299,387 | 12,073 | 40,924 | +5.21σ | P99 ▲ | P97 ▲ |
| Medicare Day % | 14.5% | 30.9% | 26.8% | -0.98σ | P15 | P23 |
| Medicaid Day % | 4.8% | 5.1% | 4.6% | -0.37σ | P48 | P52 |
| Operating Margin | 5.2% | -4.8% | -17.5% | +0.58σ | P74 | P96 ▲ |
| Revenue per Bed | $4.4M | $1.2M | $1.5M | +1.52σ | P97 ▲ | P96 ▲ |
| Occupancy Rate | 109.5% | 53.7% | 67.3% | +2.27σ | P100 ▲ | P99 ▲ |
| Commercial Payer % | 80.7% | 61.2% | 66.7% | +1.05σ | P87 | P85 |
| Net-to-Gross Ratio | 43.9% | 33.3% | 35.0% | +0.26σ | P67 | P77 |
| Expense per Bed | $4.2M | $1.2M | $1.7M | +1.09σ | P96 ▲ | P95 ▲ |
| Revenue per Patient Day | 11,072 | 7,054 | 6,862 | -0.03σ | P70 | P85 |
| Payer Diversity Index | 0.325 | 0.473 | 0.458 | -0.78σ | P16 | P17 |
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% | $3.31B | $2.40B | +3.56σ |
| Operating Margin | 2.1% | 0.0519 | -0.0401 | +0.48σ |
| Occupancy Rate | 44.3% | 1.0951 | 1.4989 | -2.21σ |
| Revenue Per Bed | 2.6% | $4.4M | $3.8M | +0.34σ |
| Net To Gross Ratio | 22.4% | 0.4389 | 0.5729 | -0.77σ |