Statistical Profile — WINDBER HOSPITAL INC.

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

Beds

$53.8M

Net Revenue

-11.7%

Op Margin

16.6%

Occupancy

Outlier Flags

Statistical Outliers (1)

Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.

Payer Diversity Index: -2.8σ below national mean

Statistical Profile — All Variables

Each metric compared to national (n=6,123) and PA (n=225) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	PA Median	Z-Score	Nat'l %ile	State %ile
Beds	47	63	106	-0.47σ	P42	P24
Net Patient Revenue	$53.8M	$59.7M	$83.4M	-0.36σ	P48	P38
Operating Expenses	$60.2M	$62.7M	$85.9M	-0.34σ	P49	P39
Net Income	$-6.3M	$-2.1M	$-3.8M	+0.04σ	P34	P44
Gross Patient Revenue	$144.4M	$186.6M	$340.6M	-0.39σ	P45	P32
Total Patient Days	2,846	12,073	21,342	-0.56σ	P22	P14
Medicaid Day %	1.6%	5.1%	1.9%	-0.62σ	P22	P43
Operating Margin	-11.7%	-4.8%	-4.4%	-0.26σ	P34	P36
Revenue per Bed	$1.1M	$1.2M	$1.1M	-0.17σ	P48	P50
Occupancy Rate	16.6%	53.7%	57.9%	-1.39σ	P10	P7 ▼
Commercial Payer %	98.4%	61.2%	70.9%	+1.91σ	P97 ▲	P95 ▲
Net-to-Gross Ratio	37.3%	33.3%	27.4%	-0.06σ	P58	P81
Expense per Bed	$1.3M	$1.2M	$1.2M	-0.12σ	P52	P55
Revenue per Patient Day	18,920	7,054	6,766	-0.00σ	P87	P91 ▲
Payer Diversity Index	0.032	0.473	0.420	-2.83σ	P3 ▼	P5 ▼

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%	$53.8M	nan	+nanσ
Operating Margin	2.1%	-0.1172	nan	+nanσ
Occupancy Rate	44.3%	0.1659	nan	+nanσ
Revenue Per Bed	2.6%	$1.1M	nan	+nanσ
Net To Gross Ratio	22.4%	0.3729	nan	+nanσ

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