Statistical Profile — HELEN NEWBERRY JOY HOSPITAL
CCN 231304 | LUCE, MI | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$35.4M
Net Revenue
-16.7%
Op Margin
16.2%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MI (n=163) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MI Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 55 | -0.59σ | P16 | P13 |
| Net Patient Revenue | $35.4M | $59.7M | $69.7M | -0.40σ | P38 | P27 |
| Operating Expenses | $41.4M | $62.7M | $72.4M | -0.38σ | P40 | P30 |
| Net Income | $-5.9M | $-2.1M | $-2.8M | +0.05σ | P35 | P39 |
| Gross Patient Revenue | $59.5M | $186.6M | $225.6M | -0.43σ | P28 | P20 |
| Total Patient Days | 1,475 | 12,073 | 11,507 | -0.58σ | P12 | P15 |
| Medicare Day % | 33.4% | 30.9% | 28.4% | -0.03σ | P55 | P71 |
| Medicaid Day % | 2.7% | 5.1% | 3.4% | -0.53σ | P33 | P40 |
| Operating Margin | -16.7% | -4.8% | -5.2% | -0.51σ | P25 | P14 |
| Revenue per Bed | $1.4M | $1.2M | $1.5M | -0.03σ | P59 | P47 |
| Occupancy Rate | 16.2% | 53.7% | 54.2% | -1.40σ | P10 ▼ | P14 |
| Commercial Payer % | 63.9% | 61.2% | 67.4% | +0.23σ | P56 | P30 |
| Net-to-Gross Ratio | 59.5% | 33.3% | 34.6% | +1.01σ | P84 | P88 |
| Expense per Bed | $1.7M | $1.2M | $1.5M | +0.03σ | P66 | P55 |
| Revenue per Patient Day | 24,026 | 7,054 | 8,899 | +0.02σ | P92 ▲ | P84 |
| Payer Diversity Index | 0.479 | 0.473 | 0.453 | +0.30σ | P53 | P69 |
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% | $35.4M | $-13.7M | +0.19σ |
| Operating Margin | 2.1% | -0.1672 | -0.0528 | -0.60σ |
| Occupancy Rate | 44.3% | 0.1616 | 0.4774 | -1.73σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.6M | -0.08σ |
| Net To Gross Ratio | 22.4% | 0.5955 | 0.3705 | +1.30σ |