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. Author manuscript; available in PMC: 2020 Dec 1.
Published in final edited form as: J Exp Psychol Gen. 2019 Mar 21;148(12):2104–2119. doi: 10.1037/xge0000589

Table 3.

Latent Variables Correlations between Verbal Fluency, Executive Functions, Vocabulary, and Nonverbal Cognitive Ability

General
Fluency
Semantic-
Specific
Common
EF
Updating
-Specific
Shifting-
Specific
Vocabulary

Age 17
General Fluency 1
Semantic-Specific - 1
Common EF 0.43 -0.03 1
[.28, .58] [−.19, .14]
Updating-Specific 0.48 0.28 - 1
[.33, .64] [.12, .44]
Shifting-Specific -0.18 0.39 - - 1
[−.33, −.03] [.21, .57]
Vocabulary 0.57 0.32 0.32 0.54 0.05 1
[.47, .66] [.23, .40] [.20, .44] [.40, .67] [−.07, .16]
Nonverbal Cognitive Ability 0.40 0.30 0.48 0.27 -0.14 0.39
[.32, .48] [.20, .40] [.38, .57] [.13, .39] [−.26, −.02] [.31, .46]
General
Fluency
Semantic-
Specific
Common
EF
WM-
Specific
Vocabulary
Age 56
General Fluency 1
Semantic-Specific - 1
Common EF 0.41 0.18 1
[.31, .50] [.05, .32]
WM-Specific 0.33 -0.04 - 1
[.24, .42] [−.17, .09]
Vocabulary 0.50 0.22 0.59 0.34 -
[.44, .56] [.14, .31] [.49, .68] [.24, .43]
Nonverbal Cognitive Ability 0.35 0.26 0.72 0.11 - 0.68
[.27, .42] [.15, .36] [.62, .82] [.00, .22] [.61, .75]

Note: Significant correlations are displayed in bold (p < .05). All constructs were measured with latent variables except nonverbal cognitive ability in adolescents (i.e., WAIS performance IQ). 95% confidence intervals are presented in brackets. Models fit the data well at both waves, χ2(80)=188.03, p<.001, RMSEA=.041 for adolescents, χ2(82)=134.64, p<.001, RMSEA=.022 for middle-aged adults.