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. Author manuscript; available in PMC: 2021 May 1.
Published in final edited form as: Neuropsychology. 2020 Jan 30;34(4):388–403. doi: 10.1037/neu0000617

Table 2.

Goodness-of-Fit Indices for Executive Function, Speed, and Memory Confirmatory Factor Analysis Models and Measurement Invariance Testing

Model AIC BIC χ2 df p RMSEA CFI SRMR ΔCFI
One-factor EF
Configural invariance 45,246.58 45,747.15 410.84 219 <.001 .03 (.03 - .04) .97 .04 --
Metric invariance 45,287.90 45,721.73 480.16 233 <.001 .04 (.03 - .04) .97 .05 0
Scalar invariance 46,155.68 46,518.00 1,377.94 248 <.001 .07 (.07 - .08) .84 .09 .13
Partial scalar invarianceac 45,305.07 45,681.69 521.332 245 <.001 .04 (.03 - .04) .96 .05 .01
One-factor speed
Configural invariance 59,510.81 60,054.29 1,086.82 210 <.001 .07 (.06 - .07) .92 .09 --
Metric invariance 59,526.91 60,003.65 1,130.93 224 <.001 .07 (.06 - .07) .92 .09 0
Scalar invariancec 59,556.10 59,966.10 1,188.12 238 <.001 .07 (.06 - .07) .91 .10 .01
One-factor memory
Configural invariance 32,089.27 32,332.40 67.08 39 .003 .03 (.02 - .04) .99 .03 --
Metric invariance 32,112.17 32,326.70 101.98 45 <.001 .04 (.03 - .05) .98 .07 .01
Scalar invariance 32,156.20 32,342.12 158.01 51 <.001 .05 (.04 - .06) .96 .07 .02
Partial scalar invariancec 32,129.23 32,324.69 127.04 49 <.001 .04 (.03 - .05) .98 .07 0

Note. EF = executive function; AIC = Akaike information criterion; BIC = Bayesian information criterion; χ2 = chi-square test of model fit; df = degrees of freedom for model fit; RMSEA = root mean square error of approximation; RMSEA is shown with 90% confidence intervals; CFI = comparative fit index; SRMR = standardized root mean square residual; ΔCFI = change in CFI.

a

Brixton free to vary.

b

Rey B1 free to vary.

c

Best fitting model.