Statistical Profile — OJAI VALLEY COMMUNITY HOSPITAL

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

Beds

$41.0M

Net Revenue

-23.5%

Op Margin

43.6%

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.

Medicare Day %: +2.9σ above national mean
Commercial Payer %: -2.5σ below national mean

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	25	63	138	-0.59σ	P16	P10 ▼
Net Patient Revenue	$41.0M	$59.7M	$176.7M	-0.38σ	P42	P18
Operating Expenses	$50.7M	$62.7M	$191.8M	-0.36σ	P45	P22
Net Income	$-9.7M	$-2.1M	$-5.0M	+0.02σ	P28	P40
Gross Patient Revenue	$68.9M	$186.6M	$829.1M	-0.43σ	P31	P13
Total Patient Days	3,981	12,073	27,749	-0.54σ	P28	P13
Medicare Day %	91.3%	30.9%	25.9%	+2.87σ	P100 ▲	P99 ▲
Operating Margin	-23.5%	-4.8%	-4.9%	-0.85σ	P17	P19
Revenue per Bed	$1.6M	$1.2M	$1.5M	+0.08σ	P67	P53
Occupancy Rate	43.6%	53.7%	59.4%	-0.32σ	P38	P24
Commercial Payer %	8.7%	61.2%	64.7%	-2.46σ	P1 ▼	P1 ▼
Net-to-Gross Ratio	59.5%	33.3%	25.8%	+1.01σ	P84	P90
Expense per Bed	$2.0M	$1.2M	$1.7M	+0.19σ	P76	P57
Revenue per Patient Day	10,310	7,054	7,799	-0.04σ	P67	P64
Payer Diversity Index	0.159	0.473	0.468	-1.94σ	P7 ▼	P8 ▼

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%	$41.0M	nan	+nanσ
Operating Margin	2.1%	-0.2352	nan	+nanσ
Occupancy Rate	44.3%	0.4363	nan	+nanσ
Revenue Per Bed	2.6%	$1.6M	nan	+nanσ
Net To Gross Ratio	22.4%	0.5954	nan	+nanσ

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