Statistical Profile — MONROE COMMUNITY HOSPITAL

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

Beds

$70.5M

Net Revenue

-16.2%

Op Margin

nan%

Occupancy

Outlier Flags

Statistical Outliers (3)

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: +6.5σ above national mean
Expense per Bed: +6.1σ above national mean
Payer Diversity Index: -3.1σ below national mean

Statistical Profile — All Variables

Each metric compared to national (n=6,123) and NY (n=196) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	NY Median	Z-Score	Nat'l %ile	State %ile
Beds	5	63	167	-0.70σ	P0 ▼	P1 ▼
Net Patient Revenue	$70.5M	$59.7M	$214.1M	-0.32σ	P53	P22
Operating Expenses	$81.9M	$62.7M	$199.0M	-0.30σ	P55	P25
Net Income	$-11.4M	$-2.1M	$-34.8M	+0.01σ	P26	P74
Gross Patient Revenue	$670.3M	$186.6M	$749.0M	-0.11σ	P70	P48
Operating Margin	-16.2%	-4.8%	-17.5%	-0.48σ	P26	P53
Revenue per Bed	$14.1M	$1.2M	$1.5M	+6.52σ	P100 ▲	P99 ▲
Commercial Payer %	100.0%	61.2%	66.7%	+1.99σ	P98 ▲	P95 ▲
Net-to-Gross Ratio	10.5%	33.3%	35.0%	-1.34σ	P3 ▼	P0 ▼
Expense per Bed	$16.4M	$1.2M	$1.7M	+6.13σ	P100 ▲	P99 ▲
Payer Diversity Index	0.000	0.473	0.458	-3.05σ	P0 ▼	P0 ▼

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%	$70.5M	nan	+nanσ
Operating Margin	2.1%	-0.1620	nan	+nanσ
Revenue Per Bed	2.6%	$14.1M	nan	+nanσ
Net To Gross Ratio	22.4%	0.1052	nan	+nanσ

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