Statistical Profile — SENECA DISTRICT HOSPITAL

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

Beds

$18.6M

Net Revenue

-12.4%

Op Margin

9.1%

Occupancy

Outlier Flags

Statistical Profile — All Variables

Each metric compared to national (n=6,123) and CA (n=414) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	CA Median	Z-Score	Nat'l %ile	State %ile
Beds	10	63	138	-0.68σ	P2 ▼	P2 ▼
Net Patient Revenue	$18.6M	$59.7M	$176.7M	-0.43σ	P20	P7 ▼
Operating Expenses	$20.9M	$62.7M	$191.8M	-0.42σ	P21	P6 ▼
Net Income	$-2.3M	$-2.1M	$-5.0M	+0.07σ	P48	P56
Gross Patient Revenue	$24.4M	$186.6M	$829.1M	-0.45σ	P11	P4 ▼
Total Patient Days	333	12,073	27,749	-0.61σ	P2 ▼	P1 ▼
Medicare Day %	64.6%	30.9%	25.9%	+1.53σ	P91 ▲	P95 ▲
Operating Margin	-12.4%	-4.8%	-4.9%	-0.30σ	P32	P34
Revenue per Bed	$1.9M	$1.2M	$1.5M	+0.20σ	P74	P58
Occupancy Rate	9.1%	53.7%	59.4%	-1.68σ	P4 ▼	P2 ▼
Commercial Payer %	35.4%	61.2%	64.7%	-1.15σ	P14	P7 ▼
Net-to-Gross Ratio	76.5%	33.3%	25.8%	+1.82σ	P94 ▲	P95 ▲
Expense per Bed	$2.1M	$1.2M	$1.7M	+0.22σ	P77	P60
Revenue per Patient Day	55,953	7,054	7,799	+0.14σ	P98 ▲	P98 ▲
Payer Diversity Index	0.458	0.473	0.468	+0.15σ	P44	P44

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%	$18.6M	nan	+nanσ
Operating Margin	2.1%	-0.1241	nan	+nanσ
Occupancy Rate	44.3%	0.0912	nan	+nanσ
Revenue Per Bed	2.6%	$1.9M	nan	+nanσ
Net To Gross Ratio	22.4%	0.7648	nan	+nanσ

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