Statistical Profile — BIG SOUTH FORK MEDICAL CENTER

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

Beds

59,608

Net Revenue

nan%

Op Margin

0.8%

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.

Occupancy Rate: -2.0σ below national mean

Statistical Profile — All Variables

Each metric compared to national (n=6,123) and TN (n=141) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	TN Median	Z-Score	Nat'l %ile	State %ile
Beds	25	63	56	-0.59σ	P16	P12
Net Patient Revenue	59,608	$59.7M	$44.3M	-0.47σ	P0 ▼	P0 ▼
Operating Expenses	$4.5M	$62.7M	$42.6M	-0.46σ	P1 ▼	P4 ▼
Net Income	$-4.4M	$-2.1M	-388,303	+0.06σ	P39	P30
Gross Patient Revenue	$12.3M	$186.6M	$152.3M	-0.46σ	P5 ▼	P7 ▼
Total Patient Days	34	12,073	11,161	-0.61σ	P0 ▼	P1 ▼
Medicare Day %	52.9%	30.9%	28.1%	+0.95σ	P83	P83
Revenue per Bed	2,384	$1.2M	799,248	-0.77σ	P0 ▼	P0 ▼
Occupancy Rate	0.8%	53.7%	61.7%	-2.01σ	P0 ▼	P1 ▼
Commercial Payer %	47.1%	61.2%	67.5%	-0.59σ	P27	P20
Net-to-Gross Ratio	0.5%	33.3%	23.7%	-1.82σ	P0 ▼	P0 ▼
Expense per Bed	179,838	$1.2M	791,756	-0.57σ	P3 ▼	P4 ▼
Revenue per Patient Day	1,753	7,054	4,716	-0.07σ	P14	P21
Payer Diversity Index	0.498	0.473	0.459	+0.43σ	P64	P75

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%	59,608	nan	+nanσ
Occupancy Rate	44.3%	0.0076	nan	+nanσ
Revenue Per Bed	2.6%	2,384	nan	+nanσ
Net To Gross Ratio	22.4%	0.0048	nan	+nanσ

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