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Table 3 Comparing the model fit of one-factor and two-factor models

From: Measurement invariance testing of the PHQ-9 in a multi-ethnic population in Europe: the HELIUS study

 

χ2 (df)

RMSEA

CFI

Factor correlation

One factor

Model

4398.963 (27)*

0.084 (0.082–0.086)

0.978

 

With residual correlation items 1 and 2

3457.229 (26)*

0.075 (0.073–0.078)

0.983

 

With residual correlation items 1&2, 3&4

2798.221 (25)*

0.069 (0.067–0.071)

0.986

 

With residual correlation items 1&2, 3&4, 7&8

2220.704 (24)*

0.063 (0.061–0.065)

0.989

 

Two factorsa (somatic vs non-somatic)

Model

3304.548 (26)*

0.074 (0.072–0.076)

0.984

0.924

With residual correlation items 1 and 2

3130.413 (25)*

0.073 (0.071–0.075)

0.984

0.946

Two factors based on exploratory factor analysisb

Model

2306.120 (25)*

0.063 (0.061–0.065)

0.989

0.871

With residual correlation items 1 and 2

1130.192 (24)*

0.045 (0.042–0.047)

0.994

0.875

  1. *Significant χ2 test (P < .001)
  2. aItems 3,4,5,7 and 8 loading on factor 1 and items 1,2,6 and 9 loading on factor 2
  3. bItems 1,3,4 and 5 loading on factor 1, and items 1,2,6,7,8 and 9 loading on factor 2