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000875201 1001_ $$0P:(DE-Juel1)172863$$aAmunts, Julia$$b0$$eCorresponding author$$ufzj
000875201 245__ $$aExecutive functions predict verbal fluency scores in healthy participants
000875201 260__ $$a[London]$$bMacmillan Publishers Limited, part of Springer Nature$$c2020
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000875201 520__ $$aWhile there is a clear link between impairments of executive functions (EFs), i.e. cognitive control mechanisms that facilitate goal-directed behavior, and speech problems, it is so far unclear exactly which of the complex subdomains of EFs most strongly contribute to speech performance, as measured by verbal fluency (VF) tasks. Furthermore, the impact of intra-individual variability is largely unknown. This study on healthy participants (n = 235) shows that the use of a relevance vector machine approach allows for the prediction of VF performance from EF scores. Based on a comprehensive set of EF scores, results identified cognitive flexibility and inhibition as well as processing speed as strongest predictors for VF performance, but also highlighted a modulatory influence of fluctuating hormone levels. These findings demonstrate that speech production performance is strongly linked to specific EF subdomains, but they also suggest that inter-individual differences should be taken into account.
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000875201 7001_ $$0P:(DE-Juel1)131678$$aEickhoff, Simon B.$$b2$$ufzj
000875201 7001_ $$0P:(DE-Juel1)131644$$aHeim, Stefan$$b3$$ufzj
000875201 7001_ $$0P:(DE-Juel1)172811$$aWeis, Susanne$$b4$$ufzj
000875201 773__ $$0PERI:(DE-600)2615211-3$$a10.1038/s41598-020-65525-9$$gVol. 10, no. 1, p. 11141$$n1$$p11141$$tScientific reports$$v10$$x2045-2322$$y2020
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