Statistical Profile — LODI COMMUNITY HOSPITAL

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

Beds

$31.5M

Net Revenue

37.8%

Op Margin

36.8%

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.

Operating Margin: +2.2σ above national mean

Statistical Profile — All Variables

Each metric compared to national (n=6,123) and OH (n=235) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	OH Median	Z-Score	Nat'l %ile	State %ile
Beds	20	63	77	-0.62σ	P10	P3 ▼
Net Patient Revenue	$31.5M	$59.7M	$74.7M	-0.40σ	P35	P32
Operating Expenses	$19.6M	$62.7M	$65.4M	-0.43σ	P19	P19
Net Income	$11.9M	$-2.1M	-371,404	+0.17σ	P86	P81
Gross Patient Revenue	$60.3M	$186.6M	$238.2M	-0.43σ	P28	P18
Total Patient Days	2,690	12,073	12,920	-0.56σ	P21	P11
Medicare Day %	32.5%	30.9%	26.9%	-0.07σ	P54	P70
Operating Margin	37.8%	-4.8%	-0.3%	+2.21σ	P99 ▲	P99 ▲
Revenue per Bed	$1.6M	$1.2M	$1.3M	+0.05σ	P65	P64
Occupancy Rate	36.8%	53.7%	53.3%	-0.59σ	P31	P28
Commercial Payer %	67.5%	61.2%	69.1%	+0.41σ	P64	P43
Net-to-Gross Ratio	52.3%	33.3%	30.7%	+0.66σ	P77	P92 ▲
Expense per Bed	978,891	$1.2M	$1.3M	-0.24σ	P40	P38
Revenue per Patient Day	11,706	7,054	7,089	-0.03σ	P72	P71
Payer Diversity Index	0.439	0.473	0.445	+0.02σ	P37	P46

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%	$31.5M	nan	+nanσ
Operating Margin	2.1%	0.3783	nan	+nanσ
Occupancy Rate	44.3%	0.3685	nan	+nanσ
Revenue Per Bed	2.6%	$1.6M	nan	+nanσ
Net To Gross Ratio	22.4%	0.5226	nan	+nanσ

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