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Table 4 Items, factor loadings and statistical indices for the bifactor model of the Danish MHC-SF scores

From: Measuring positive mental health and flourishing in Denmark: validation of the mental health continuum-short form (MHC-SF) and cross-cultural comparison across three countries

 

General

Emotional

Social

Psychological

I-ECV

RPB

Bifactor Model loadings

 Item a

.73*** (.02)

.46*** (.03)

  

0.71

4.1%

 Item b

.76*** (.02)

.38*** (.03)

  

0.81

3.2%

 Item c

.82*** (.02)

.41*** (.03)

  

0.82

3.0%

 Item d

.71*** (.02)

 

−.05 (.03)

 

1.00

3.4%

 Item e

.69*** (.02)

 

.06° (.03)

 

0.99

1.0%

 Item f

.60*** (.03)

 

.62*** (.04)

 

0.49

7.6%

 Item g

.62*** (.03)

 

.34*** (.03)

 

0.77

4.6%

 Item h

.61*** (.03)

 

.61*** (.04)

 

0.50

7.5%

 Item i

.74*** (.02)

  

.28*** (.05)

0.85

2.1%

 Item j

.69*** (.03)

  

.41*** (.06)

0.75

3.5%

 Item k

.78*** (.02)

  

.17*** (.04)

0.96

0.3%

 Item l

.73*** (.02)

  

.02 (.05)

1.00

1.8%

 Item m

.67*** (.02)

  

.32*** (.06)

0.84

2.6%

 Item n

.86*** (.02)

  

.03 (.04)

1.00

1.7%

Statistical Indices for evaluating bifactor model

 Omega (ω)

.91

.87

.79

.87

  

Omega hierarchical for general factor (ωh) and subscales (ωs)

.88

.18

.17

.05

  

 ωhs/ω

96.7%

20.7%

21.5%

5.7%

  

 Construct Replicability (H)

.94

.39

.58

.30

  

 Factor Determinacy (FD)

.96

.76

.85

.63

  

 Explained Common Variance (ECV)

80.0%

     

 Percentage of Uncontaminated Correlations (PUC)

69%

     
  1. Notes. I-ECV = item explained common variance, i.e. percent of common variance due to the general factor. RBP = relative parameter bias as the difference between an item’s loading in the unidimensional solution and its general factor loading in the bifactor (i.e., the truer model), divided by the general factor loading in the bifactor. * p ≤ 0.05, ** p ≤ 0.01, *** p ≤ 0.001