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. Author manuscript; available in PMC: 2021 Aug 15.
Published in final edited form as: Neuroimage. 2021 May 2;237:118134. doi: 10.1016/j.neuroimage.2021.118134

Table 4.

Parameter estimates for bivariate growth models of neural and behavioral cognitive control.

Fronto-parietal regions
rACC
Est S.E. Est/S.E. Est. S.E. Est/S.E.
Shape factor loadings
NCC T1 0= 0=
NCC T2 0.718* 0.102 7.067 0.513* .115 4.421
NCC T3 0.899* .121 7.422 1.189* .156 7.607
NCC T4 1= 1=
BCC T1 0= 0=
BCC T2 0.576* .048 12.006 0.575* .048 11.996
BCC T3 0.805* .052 15.474 0.805* .052 15.450
BCC T4 1= 1=
Factor Means
NCC Intercept 0= −0.528* 0.034 −15.629
NCC Shape −0.259* .033 −7.898 0.217* 0.043 5.096
BCC Intercept 0.240* .003 76.566 0.240* .003 76.601
BCC Shape −0.059* .004 −15.919 −0.059* .004 −15.902
Factor Variances
NCC Intercept 0.036* .013 2.867 0.083* 0.023 3.655
NCC Shape 0.008 .016 0.471 0.093* 0.035 2.652
BCC Intercept 0.001* .000 4.273 0.001* .000 4.267
BCC Shape 0.000 .000 1.380 0.000 .000 1.409
Factor Covariance
NCC Intercept ↔ BCC Intercept 0.002* .001 2.032 −0.003 0.001 −1.868
NCC Shape ↔ BCC Shape 0.000 0.000 0.068 0.000 0.002 0.158
NCC Intercept ↔ BCC Shape −0.001 0.001 −1.126 0.000 0.001 −0.292
BCC Intercept ↔ NCC Shape 0.000 0.001 −0.367 0.001 0.002 0.801
NCC Intercept ↔ NCC Shape −0.014 .012 −1.114 −0.072* .025 −2.857
BCC Intercept ↔ BCC Shape 0.000 .000 0.068 0.000 .000 0.044

Note. rACC = the rostral anterior cingulate cortex; NCC = neural cognitive control; BCC = behavioral cognitive control, measured by intraindividual standard deviations in response time; T1 = Time 1; T2 = Time 2; T3 = Time 3; T4 = Time 4; Est. = Estimate; S.E. = standard error; “=” fixed parameters. The ratio Est/S.E. can be viewed as a Z value.

*

p < .05.