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Table 4 Model fit characteristics for multi-trajectory model analysis in girls of the MATCH study

From: One size does not fit all: identifying clusters of physical activity, screen time, and sleep behaviour co-development from childhood to adolescence

Trajectory group

n

Estimated (%, 95 CI)

Assigned (%)

APP (%)

OCC

BIC (n = 15,694)

BIC (n = 491)

2-group model

     

− 7491.93

− 7459.01

 1

148

29.4 (25.4–33.4)

29.0

93.6

14.6

  

 2

362

70.6 (66.6–74.6)

71.0

97.0

32.3

  

3-group model

     

− 7225.88

− 7175.65

 1

314

60.1 (55.8–64.4)

61.6

94.6

35.6

  

 2

114

22.4 (18.8–26.0)

22.5

91.7

22.4

  

 3

82

16.1 (12.9–19.3)

16.0

92.9

26.6

  

4-group model

     

− 7131.09

− 7063.53

 1

66

14.6 (11.5–17.7)

12.9

87.7

21.4

  

 2

293

54.8 (50.5–59.1)

57.5

91.5

32.3

  

 3

108

21.9 (18.3–25.5)

21.2

89.7

26.1

  

 4

43

8.7 (6.3–11.1)

8.4

93.0

39.3

  

5-group model

     

− 7083.56

− 6998.68

 1

203

37.2 (33.0–41.4)

39.8

86.4

25.4

  

 2

148

30.2 (26.2–34.2)

29.0

85.0

22.7

  

 3

47

9.5 (7.0–12.0)

9.2

89.5

34.1

  

 4

68

14.3 (11.3–17.3)

13.3

86.5

25.6

  

 5

44

8.7 (6.3–11.1)

8.6

91.5

43.1

  

6-group model

     

− 7081.03

− 6978.82

 1

209

36.1 (31.9–40.3)

41.0

82.4

23.4

  

 2

44

10.7 (8.0–13.4)

8.6

73.2

13.6

  

 3

110

22.4 (18.8–26.0)

21.6

82.2

23.0

  

 4

71

15.1 (12.0–18.2)

13.9

87.1

33.7

  

 5

32

7.0 (4.8–9.2)

6.3

90.9

49.8

  

 6

44

8.7 (6.3–11.1)

8.6

91.5

53.7

  

Final modela

     

− 7154.16

− 7105.65

Non-compliers

228

42.5 (38.2–46.8)

44.7

88.8

23.8

  

Decliners

85

18.5 (15.1–21.9)

16.7

86.3

18.9

  

Compliers

44

9.0 (6.5–11.5)

8.6

94.0

47.0

  

Screen-Compliers

153

30.0 (26.0–34.0)

30.0

89.0

24.3

  
  1. Abbreviations: APP Average posterior probability of classification, OCC Odds of correct classification, BIC Bayesian information criterion
  2. aVariations between the distribution of participants in trajectory group results and final model results to facilitate trajectory group presentation