Statistical Profile — MILFORD REGIONAL MEDICAL CENTER INC
CCN 220090 | WORCESTER, MA | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
148
Beds
$254.6M
Net Revenue
-7.2%
Op Margin
70.0%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MA (n=99) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 148 | 63 | 125 | +0.08σ | P72 | P57 |
| Net Patient Revenue | $254.6M | $59.7M | $149.8M | +0.07σ | P77 | P62 |
| Operating Expenses | $272.9M | $62.7M | $150.2M | +0.09σ | P78 | P64 |
| Net Income | $-18.3M | $-2.1M | $-15.4M | -0.04σ | P20 | P45 |
| Gross Patient Revenue | $628.1M | $186.6M | $360.1M | -0.14σ | P69 | P63 |
| Total Patient Days | 37,804 | 12,073 | 32,860 | +0.12σ | P75 | P57 |
| Medicare Day % | 42.8% | 30.9% | 33.5% | +0.44σ | P71 | P73 |
| Medicaid Day % | 12.1% | 5.1% | 9.4% | +0.21σ | P77 | P61 |
| Operating Margin | -7.2% | -4.8% | -12.2% | -0.03σ | P44 | P58 |
| Revenue per Bed | $1.7M | $1.2M | $1.4M | +0.12σ | P70 | P59 |
| Occupancy Rate | 70.0% | 53.7% | 70.6% | +0.71σ | P72 | P47 |
| Commercial Payer % | 45.1% | 61.2% | 53.7% | -0.68σ | P24 | P25 |
| Net-to-Gross Ratio | 40.5% | 33.3% | 43.6% | +0.10σ | P63 | P40 |
| Expense per Bed | $1.8M | $1.2M | $1.5M | +0.11σ | P71 | P64 |
| Revenue per Patient Day | 6,736 | 7,054 | 5,549 | -0.05σ | P47 | P64 |
| Payer Diversity Index | 0.598 | 0.473 | 0.530 | +1.13σ | P92 ▲ | P85 |
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% | $254.6M | $308.4M | -0.21σ |
| Operating Margin | 2.1% | -0.0719 | -0.0555 | -0.09σ |
| Occupancy Rate | 44.3% | 0.6998 | 0.5486 | +0.83σ |
| Revenue Per Bed | 2.6% | $1.7M | $1.7M | +0.03σ |
| Net To Gross Ratio | 22.4% | 0.4054 | 0.3813 | +0.14σ |