“…Consequently, they risk masking relevant variation in performance across the relevant domains. In contrast, approaches that explore individual cognitive domains have great potential to improve our understanding and prediction of cognitive health and pathology (Barch & Ceaser, 2012;Covey et al, 2011;Rivera-Fernández et al, 2021), and have been effectively applied to predict performance in various populations, including dementia (Hackett et al, 2018;Rivera-Fernández et al, 2021) stroke aphasia (Butler et al, 2014;Mirman et al, 2019) and healthy aging (Reddy et al, 2015). We therefore considered a wide range of behavioural measures from the HCP dataset, and PCA analysis revealed four components underpinning performance on these cognitive tasks: retention and retrieval, processing speed, self-regulation, and encoding processes.…”