Statistical Profile — FRANCISCAN HEALTH HAMMOND
CCN 150004 | LAKE, IN | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
10
Beds
$117.7M
Net Revenue
-4.3%
Op Margin
23.0%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Revenue per Bed: +5.3σ above national mean
- Expense per Bed: +4.4σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IN (n=171) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 10 | 63 | 47 | -0.68σ | P2 ▼ | P1 ▼ |
| Net Patient Revenue | $117.7M | $59.7M | $51.3M | -0.22σ | P63 | P63 |
| Operating Expenses | $122.7M | $62.7M | $56.3M | -0.21σ | P64 | P66 |
| Net Income | $-5.1M | $-2.1M | -941,988 | +0.05σ | P37 | P29 |
| Gross Patient Revenue | $443.1M | $186.6M | $185.0M | -0.23σ | P64 | P64 |
| Total Patient Days | 841 | 12,073 | 9,640 | -0.60σ | P6 ▼ | P5 ▼ |
| Medicare Day % | 39.5% | 30.9% | 31.0% | +0.28σ | P67 | P73 |
| Medicaid Day % | 13.9% | 5.1% | 3.9% | +0.35σ | P80 | P94 ▲ |
| Operating Margin | -4.3% | -4.8% | -1.1% | +0.11σ | P51 | P43 |
| Revenue per Bed | $11.8M | $1.2M | $1.6M | +5.31σ | P100 ▲ | P99 ▲ |
| Occupancy Rate | 23.0% | 53.7% | 49.6% | -1.13σ | P17 | P14 |
| Commercial Payer % | 46.6% | 61.2% | 64.8% | -0.61σ | P26 | P11 |
| Net-to-Gross Ratio | 26.6% | 33.3% | 30.3% | -0.57σ | P33 | P28 |
| Expense per Bed | $12.3M | $1.2M | $1.6M | +4.43σ | P100 ▲ | P99 ▲ |
| Revenue per Patient Day | 139,917 | 7,054 | 8,843 | +0.45σ | P99 ▲ | P99 ▲ |
| Payer Diversity Index | 0.608 | 0.473 | 0.473 | +1.20σ | P93 ▲ | P98 ▲ |
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% | $117.7M | $-2.9M | +0.47σ |
| Operating Margin | 2.1% | -0.0430 | -0.0786 | +0.19σ |
| Occupancy Rate | 44.3% | 0.2304 | 0.4661 | -1.29σ |
| Revenue Per Bed | 2.6% | $11.8M | $1.5M | +5.34σ |
| Net To Gross Ratio | 22.4% | 0.2656 | 0.4586 | -1.11σ |