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Table 6 Measurement invariance for scales across two independent samples

From: Measurement invariance of the strength of motivation for medical school: a multi-group confirmatory factor analysis

Scale

χ2

df

p

χ2 (p)

CFI

CFI

TLI

SRMR

RMSEA

RMSEA 90% CI

F1

 Step 1: Configural invariance

8.86

10

0.5446

 

1.00

 

1.00

0.02

0.00

[0.00, 0.05]

 Step 2: Metric invariance

13.76

14

0.4676

−4.90 (0.0770)

1.00

0.00

1.00

0.03

0.00

[0.00, 0.04]

 Step 3: Scalar invariance

16.78

18

0.5381

−3.02 (−0.0705)

1.00

0.00

1.00

0.03

0.00

[0.00, 0.04]

F2

 Step 1: Configural invariance

25.37

10

0.0047

 

0.99

 

0.97

0.02

0.06

[0.03, 0.09]

 Step 2: Metric invariance

29.20

14

0.0098

−3.83 (−0.0051)

0.99

0.00

0.98

0.03

0.05

[0.02, 0.07]

 Step 3: Scalar invariance

33.97

18

0.0127

−4.77 (−0.0029)

0.99

0.00

0.99

0.04

0.04

[0.02, 0.07]

F3

 Step 1: Configural invariance

21.91

8

0.0051

 

0.97

 

0.93

0.03

0.06

[0.03, 0.09]

 Step 2: Metric invariance

27.44

12

0.0067

−5.53 (−0.0016)

0.97

0.00

0.95

0.04

0.05

[0.03, 0.08]

 Step 3: Scalar invariance

30.28

16

0.0166

−2.84 (−0.0099)

0.97

0.00

0.96

0.04

0.04

[0.02, 0.07]

  1. F1 willingness to sacrifice subscale, F2 readiness to start subscale, F3 persistence subscale CFI comparative fit index, TLI Tucker-Lewis Index, CI confidence interval, SRMR standardized root-mean-square residual, RMSEA root-mean-square error of approximation