Statistical Profile — LAKELAND COMMUNITY HOSP WATERVLIET

🛡️ Public data only — no PHI permitted on this instance.

Beds

$49.7M

Net Revenue

9.2%

Op Margin

0.3%

Occupancy

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.

Occupancy Rate: -2.0σ below national mean
Revenue per Patient Day: +6.4σ above national mean

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	26	63	55	-0.59σ	P30	P28
Net Patient Revenue	$49.7M	$59.7M	$69.7M	-0.36σ	P46	P36
Operating Expenses	$45.1M	$62.7M	$72.4M	-0.37σ	P42	P32
Net Income	$4.6M	$-2.1M	$-2.8M	+0.12σ	P79	P82
Gross Patient Revenue	$132.2M	$186.6M	$225.6M	-0.40σ	P44	P38
Total Patient Days	29	12,073	11,507	-0.61σ	P0 ▼	P0 ▼
Medicare Day %	31.0%	30.9%	28.4%	-0.15σ	P50	P62
Operating Margin	9.2%	-4.8%	-5.2%	+0.78σ	P81	P84
Revenue per Bed	$1.9M	$1.2M	$1.5M	+0.22σ	P75	P66
Occupancy Rate	0.3%	53.7%	54.2%	-2.03σ	P0 ▼	P0 ▼
Commercial Payer %	69.0%	61.2%	67.4%	+0.48σ	P67	P56
Net-to-Gross Ratio	37.6%	33.3%	34.6%	-0.04σ	P58	P58
Expense per Bed	$1.7M	$1.2M	$1.5M	+0.07σ	P68	P59
Revenue per Patient Day	$1.7M	7,054	8,899	+6.39σ	P100 ▲	P99 ▲
Payer Diversity Index	0.428	0.473	0.453	-0.06σ	P34	P36

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%	$49.7M	nan	+nanσ
Operating Margin	2.1%	0.0921	nan	+nanσ
Occupancy Rate	44.3%	0.0031	nan	+nanσ
Revenue Per Bed	2.6%	$1.9M	nan	+nanσ
Net To Gross Ratio	22.4%	0.3762	nan	+nanσ

Hospital Profile Demand Analysis 3-Year History National Regression MI Market