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Table 5 Comparison of factor loadings between the unidimensional (Uni), Bifactor BSEM and multidimensional CFA model

From: Exploring the factor structure of the Health of the Nation Outcomes Scale (HoNOS) in a sample of patients with schizophrenia, schizotypal and delusional disorders

 

Uni

Bifactor BSEM a (Loading of Standard bifactor model)

Four factor solution

Item (I)

Factor

General

S1

S2

S3

S4

F1

F2

F3

F4

I01 – Overactive, aggressive, disruptive, agitated

0.55

1.15* (0.61)

0.30 (0.14)

   

0.67

   

I02 – Non-accidental self-injury

0.45

0.66* (0.43)

 

0.86* (0.39)

   

0.69

  

I03 – Problems with drugs or alcohol

0.23

0.28* (0.29)

0.36 (0.12)

   

0.26

   

I04 – Cognitive problems

0.44

0.43* (0.42)

  

0.44* (0.38)

   

0.74

 

I05 – Physical illness or disability problems

0.21

0.10* (0.12)

  

0.60*(0.45)

   

0.34

 

I06 – Problems with hallucination & delusions

0.52

0.76* (0.56)

0.14 (0.71)

   

0.65

   

I07 – Problems with depression

0.43

0.48* (0.39)

 

1.07* (0.80)

   

0.70

  

I08 – Other mental health problems

0.46

0.55* (0.45)

−0.13 (0.12)

0.32* (0.21)

  

0.32

0.30

  

I09 – Problems with relationships

0.55

0.54* (0.52)

   

0.38* (0.26)

   

0.61

I10 – Problems with activities of daily living

0.64

0.62* (0.43)

  

0.81*(0.53)

0.73* (0.51)

  

0.31

0.52

I11 – Problems with living conditions

0.51

0.33* (0.30)

   

0.82* (0.59)

   

0.64

I12 – Problems with occupation and activity

0.55

0.38* (0.35)

   

0.84* (0.59)

   

0.60

 

ω = 0.827

ω = 0.665

ω = 0.689

ω = 0.616

ω = 0.784

 

ωH = 0.603

ωS = 0.163

ωS = 0.378

ωS = 0.409

ωS = 0.600

  1. Fit of unidimensional model: Relative Chi = 60, CFI = 0.83, RMSEA = 0.09
  2. Fit of multidimensional: Relative Chi = 25, CFI = 0.93, RMSEA = 0.059
  3. (*) Significant loadings for the Bifactor BSEM (p < 0.05)
  4. (ω) Omega, (ωH) Omega hierarchical, (ωS) Omega subscale
  5. a A common bi-factor model was also used and the fit was: Relative Chi = 14, CFI = 0.97, RMSEA = 0.044