Statistical Profile — LAIRD HOSPITAL
CCN 251322 | NEWTON, MS | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$31.4M
Net Revenue
-9.0%
Op Margin
38.6%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MS (n=110) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MS Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 38 | -0.59σ | P16 | P17 |
| Net Patient Revenue | $31.4M | $59.7M | $26.2M | -0.40σ | P35 | P57 |
| Operating Expenses | $34.2M | $62.7M | $27.2M | -0.40σ | P36 | P57 |
| Net Income | $-2.8M | $-2.1M | $-2.7M | +0.07σ | P46 | P47 |
| Gross Patient Revenue | $59.3M | $186.6M | $69.8M | -0.43σ | P28 | P44 |
| Total Patient Days | 3,520 | 12,073 | 5,032 | -0.54σ | P26 | P31 |
| Medicare Day % | 65.0% | 30.9% | 46.7% | +1.56σ | P91 ▲ | P67 |
| Medicaid Day % | 0.5% | 5.1% | 6.6% | -0.71σ | P8 ▼ | P10 ▼ |
| Operating Margin | -9.0% | -4.8% | -12.5% | -0.12σ | P40 | P56 |
| Revenue per Bed | $1.3M | $1.2M | 689,029 | -0.12σ | P53 | P81 |
| Occupancy Rate | 38.6% | 53.7% | 38.6% | -0.52σ | P33 | P49 |
| Commercial Payer % | 34.5% | 61.2% | 41.9% | -1.20σ | P13 | P35 |
| Net-to-Gross Ratio | 53.0% | 33.3% | 32.9% | +0.69σ | P78 | P75 |
| Expense per Bed | $1.4M | $1.2M | 772,562 | -0.08σ | P55 | P81 |
| Revenue per Patient Day | 8,925 | 7,054 | 5,561 | -0.04σ | P61 | P82 |
| Payer Diversity Index | 0.458 | 0.473 | 0.500 | +0.15σ | P44 | P37 |
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% | $31.4M | $28.4M | +0.01σ |
| Operating Margin | 2.1% | -0.0895 | -0.0688 | -0.11σ |
| Occupancy Rate | 44.3% | 0.3858 | 0.3536 | +0.18σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.5M | -0.14σ |
| Net To Gross Ratio | 22.4% | 0.5297 | 0.4886 | +0.24σ |