AUTHOR=Younger Jessica Wise , O’Laughlin Kristine D. , Anguera Joaquin A. , Bunge Silvia A. , Ferrer Emilio E. , Hoeft Fumiko , McCandliss Bruce D. , Mishra Jyoti , Rosenberg-Lee Miriam , Gazzaley Adam , Uncapher Melina R. 

TITLE=Better together: novel methods for measuring and modeling development of executive function diversity while accounting for unity

JOURNAL=Frontiers in Human Neuroscience

VOLUME=17

YEAR=2023

URL=https://www.frontiersin.org/journals/human-neuroscience/articles/10.3389/fnhum.2023.1195013

DOI=10.3389/fnhum.2023.1195013

ISSN=1662-5161

ABSTRACT=<sec><title>Introduction</title><p>Executive functions (EFs) are linked to positive outcomes across the lifespan. Yet, methodological challenges have prevented precise understanding of the developmental trajectory of their organization.</p></sec><sec><title>Methods</title><p>We introduce novel methods to address challenges for both measuring and modeling EFs using an accelerated longitudinal design with a large, diverse sample of students in middle childhood (<italic>N</italic> = 1,286; ages 8 to 14). We used eight adaptive assessments hypothesized to measure three EFs, working memory, context monitoring, and interference resolution. We deployed adaptive assessments to equate EF challenge across ages and a data-driven, network analytic approach to reveal the evolving diversity of EFs while simultaneously accounting for their unity.</p></sec><sec><title>Results and discussion</title><p>Using this methodological paradigm shift brought new precision and clarity to the development of these EFs, showing these eight tasks are organized into three stable components by age 10, but refinement of composition of these components continues through at least age 14.</p></sec>