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Table 3 Class probabilities for each class, by gender. The largest probabilities for each class are bolded and the smallest probabilities for each class are italicised. Derived from Mplus

From: A latent class analysis of health risk behaviours in the UK Police Service and their associations with mental health and job strain

 

Men N = 25,788

Women N = 15,198

Variable

Class 1

N = 5,407

(17.59%)

Class 2

N = 3,560

(13.79%)

Class 3

N = 7,092

(28.86%)

Class 4

N = 8,839

(35.62%)

Class 5

N = 990

(4.14%)

Class 1

N = 4,543

(28.72%)

Class 2

N = 1,894

(16.22%)

Class 3

N = 2,072

(12.19%)

Class 4

N = 6,121

(39.07%)

Class 5

N = 568

(3.80%)

Alcohol

Past weekly consumption

 Non-drinkers

0.00

0.55

0.00

0.00

0.00

0.00

0.72

0.00

0.00

0.00

 Low risk

0.75

0.44

0.04

0.77

0.03

0.89

0.28

0.20

0.89

0.06

 Hazardous drinkers

0.25

0.01

0.93

0.23

0.42

0.11

0.00

0.77

0.11

0.55

 Harmful drinkers

0.00

0.00

0.03

0.00

0.55

0.00

0.00

0.03

0.00

0.40

6 or more drinks on one occasion

 Never

0.17

1.00

0.00

0.15

0.01

0.37

1.00

0.00

0.26

0.00

 Monthly or less

0.68

0.00

0.20

0.71

0.03

0.55

0.00

0.31

0.61

0.09

 Two to four times a month

0.14

0.00

0.54

0.14

0.12

0.08

0.00

0.56

0.12

0.32

 Two to three times a week

0.01

0.00

0.25

0.01

0.46

0.01

0.00

0.13

0.01

0.45

 Daily/almost daily

0.00

0.00

0.01

0.00

0.38

0.00

0.00

0.00

0.00

0.14

Diet

Fruit & vegetable intake

 2 or less servings per day

0.00

0.57

0.61

0.84

0.71

0.20

0.53

0.50

0.84

0.67

 3 to 4 servings per day

0.59

0.27

0.28

0.15

0.19

0.53

0.29

0.35

0.12

0.23

 5 or more servings per day

0.41

0.17

0.12

0.01

0.10

0.26

0.18

0.15

0.04

0.10

Red meat consumption

 Never

0.03

0.07

0.01

0.02

0.01

0.13

0.15

0.07

0.07

0.06

 Less than once a week

0.24

0.26

0.18

0.24

0.15

0.29

0.29

0.27

0.30

0.24

 Once a week

0.36

0.32

0.36

0.38

0.25

0.32

0.30

0.34

0.35

0.35

 Two or more times a week

0.37

0.35

0.45

0.37

0.59

0.26

0.26

0.32

0.28

0.35

Smoking status

 Non-smoker

0.97

0.94

0.90

0.93

0.83

0.96

0.91

0.82

0.88

0.74

 0 to 10 cigarettes

0.02

0.04

0.07

0.05

0.08

0.04

0.05

0.14

0.09

0.13

 More than 10 cigarettes

0.01

0.03

0.03

0.03

0.09

0.00

0.03

0.04

0.04

0.12

Physical activity

 Low physical activity

0.05

0.15

0.11

0.19

0.17

0.11

0.19

0.15

0.25

0.21

 Moderate physical activity

0.25

0.29

0.34

0.35

0.35

0.36

0.35

0.38

0.40

0.40

 High physical activity

0.70

0.56

0.55

0.46

0.49

0.54

0.47

0.48

0.36

0.39

  1. Class descriptions for men: class 1 (healthiest), class 2 (healthy abstainers), class 3 (some health risk behaviours but physically active), class 4 (low risk drinkers but other health risk behaviours), class 5 (highest health risk behaviours). Class descriptions for women: class 1 (healthiest), class 2 (healthy abstainers), class 3 (moderate health risk behaviours), class 4 (low risk drinkers but other health risk behaviours), class 5 (highest health risk behaviours). Class proportions are weighted (using class probability weights)