Statistical Profile — VALLEY FORGE MEDICAL CENTER

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

Beds

$21.8M

Net Revenue

-17.9%

Op Margin

90.5%

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: -2.3σ 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	70	63	106	-0.35σ	P52	P36
Net Patient Revenue	$21.8M	$59.7M	$83.4M	-0.42σ	P25	P15
Operating Expenses	$25.7M	$62.7M	$85.9M	-0.41σ	P27	P19
Net Income	$-3.9M	$-2.1M	$-3.8M	+0.06σ	P41	P49
Gross Patient Revenue	$100.5M	$186.6M	$340.6M	-0.41σ	P39	P25
Total Patient Days	23,123	12,073	21,342	-0.16σ	P64	P54
Medicare Day %	5.5%	30.9%	27.3%	-1.43σ	P6 ▼	P10 ▼
Operating Margin	-17.9%	-4.8%	-4.4%	-0.57σ	P23	P26
Revenue per Bed	311,975	$1.2M	$1.1M	-0.61σ	P11	P11
Occupancy Rate	90.5%	53.7%	57.9%	+1.52σ	P96 ▲	P95 ▲
Commercial Payer %	94.5%	61.2%	70.9%	+1.72σ	P95 ▲	P90 ▲
Net-to-Gross Ratio	21.7%	33.3%	27.4%	-0.80σ	P22	P34
Expense per Bed	367,796	$1.2M	$1.2M	-0.50σ	P13	P13
Revenue per Patient Day	944.4384	7,054	6,766	-0.07σ	P5 ▼	P4 ▼
Payer Diversity Index	0.104	0.473	0.420	-2.33σ	P5 ▼	P9 ▼

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%	$21.8M	nan	+nanσ
Operating Margin	2.1%	-0.1789	nan	+nanσ
Occupancy Rate	44.3%	0.9050	nan	+nanσ
Revenue Per Bed	2.6%	311,975	nan	+nanσ
Net To Gross Ratio	22.4%	0.2173	nan	+nanσ

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