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Table 2 Summary of univariately significant independent variables on LoS

From: Predicting length of stay from an electronic patient record system: a primary total knee replacement example

Variable

p-value

Test type

Test value

Order of modelling

Admission year

<0.0001

Mann-Whitney

U = 104842283

1

Age at admission

<0.0001

Spearman’s

r = 0.26

2

Age2

<0.0001

Spearman's

r = 0.26

3

Gender

<0.0001

Mann-Whitney

U = 652862

4

Consultant

<0.0001

Kruskal-Wallis

χ 2(9) = 75.76

5

Admission day of week

<0.0001

Kruskal-Wallis

χ 2(6) = 146.15

6

Discharge destination

<0.0001

Kruskal-Wallis

χ 2(2) = 35.37

7

IMD

0.01

Spearman’s

r = 0.06

8

Ethnicity

0.03

Mann-Whitney

U = 68095

9