Table 1 Results of Latent Profile Analyses (LPA)

 1 Profile

1

−9486.44

10

18,992.89

19,042.24

 2 Profiles

2

−8681.47

16

17,394.94

17,473.90

0.88

<0.001

<0.001

 3 Profiles

3

−8498.78

22

17,041.56

17,150.13

0.83

<0.001

0.07

 4 Profiles

4

−8372.08

28

16,800.17

16,938.35

0.84

<0.001

<0.001

 5 Profiles

5

−8271.61

34

16,611.21

16,779.01

0.83

<0.001

0.008

 6 Profiles

6

−8209.19

40

16,498.38

16,695.79

0.84

<0.001

0.002

 7 Profiles

7

−8157.20

46

16,406.40

16,633.43

0.84

<0.001

0.21

 8 Profiles

8

−8101.61

52

16,307.22

16,563.86

0.85

<0.001

0.02

 9 Profiles

9

−8065.81

58

16,247.62

16,533.87

0.84

<0.001

0.12

 10 Profiles

10

−8031.90

64

16,191.80

16,507.66

0.84

<0.001

0.07

 1 Profile

1

−14,183.20

10

28,386.41

28,440.31

 2 Profiles

2

−12,989.15

16

26,010.30

26,096.54

0.86

<0.001

<0.001

 3 Profiles

3

−12,709.59

22

25,463.17

25,581.75

0.81

<0.001

<0.001

 4 Profiles

4

−12,569.78

28

25,195.55

25,346.48

0.79

<0.001

<0.001

 5 Profiles

5

−12,511.40

34

25,090.80

25,274.06

0.77

<0.001

0.08

 6 Profiles

6

−12,462.17

40

25,004.34

25,219.95

0.79

<0.001

0.02

 7 Profiles

7

−12,415.71

46

24,923.42

25,171.37

0.77

<0.001

0.27

 8 Profiles

8

−12,373.93

52

24,851.85

25,132.14

0.78

<0.001

0.02

 9 Profiles

9

−12,332.30

58

24,780.61

25,093.24

0.79

<0.001

0.13

 10 Profiles

10

−12,299.92

64

24,727.85

25,072.82

0.81

<0.001

0.07

Multi-Group LPA

CAIC

SABIC

 Configural

5

−22,551.72

69

45,241.44

45,647.27

0.86

45,716.27

45,428.04

 Structural

5

−22,650.69

44

45,389.39

45,648.17

0.85

45,692.17

45,508.37

 Dispersion

5

−22,670.43

39

45,418.86

45,648.24

0.85

45,687.24

45,524.32

 Distributional

5

−22,681.36

35

45,432.72

45,638.57

0.85

45,673.57

45,527.37