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Table 4 Comparison of factor models (A = three-factor, B = two-factor, C = one-factor) at T1–T4

From: Addressing challenges of validity and internal consistency of mental health measures in a 27- year longitudinal cohort study – the Northern Swedish Cohort study

Model

N

χ 2

df

p

CFI

RMSEA

90 % CI for RMSEA

Range of factor loadings

Comparison

χ2

∆df

p

T1

A

929

242.13

116

<0.001

.97

.03

.03–.04

.39–.85

    
 

B

929

316.70

118

<0.001

.95

.04

.04–.05

.39–.82

A vs. B

48.36

2

<0.001

 

C

929

427.24

119

<0.001

.92

.05

.05–.06

.33–.81

B vs. C

62.14

1

<0.001

T2

A

929

239.75

116

<0.001

.98

.03

.03–.04

.42–.90

    
 

B

929

363.63

118

<0.001

.95

.05

.04–.05

.41–.87

A vs. B

53.43

2

<0.001

 

C

929

491.39

119

<0.001

.93

.06

.05–.06

.42–.86

B vs. C

59.28

1

<0.001

T3

A

921

335.01

116

<0.001

.99

.05

.04–.05

.45–.97

    
 

B

921

491.34

118

<0.001

.98

.06

.05–.06

.45–.98

A vs. B

71.88

2

<0.001

 

C

921

635.43

119

<0.001

.98

.07

.06–.07

.39–.98

B vs. C

59.04

1

<0.001

T4

A

929

439.58

116

<0.001

.97

.06

.05–.06

.48–.92

    
 

B

929

485.53

118

<0.001

.97

.06

.05–.06

.48–.91

A vs. B

29.99

2

<0.001

 

C

929

666.37

119

<0.001

.95

.07

.07–.08

.42–.90

B vs. C

84.05

1

<0.001

  1. Note: A = the factors of anxiety symptoms, depressive symptoms, and FSS; B = the factors of internalised mental health and FSS; C = the factor of extended internalised mental health