A Diffusion Model Account of Cognitive Variability in Healthy Aging and Mild Cognitive Impairment.

Within-person variation in cognitive performance is linked to pathological aging. Cognitive fluctuations have not been analyzed using cognitive process models, such as the diffusion model, to characterize which cognitive processes contribute to variability in cognition. We collected 21 daily assessm...

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Bibliographic Details
Published in:Experimental Aging Research Vol. 51; no. 3; pp. 285 - 303
Main Authors: Aschenbrenner, Andrew J., Jackson, Joshua J.
Format: research tables/charts Journal Article
Published: Taylor & Francis Ltd May/Jun2025
Online Access:View this record in EBSCOhost
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      dt: May/Jun2025
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      pub: Taylor & Francis Ltd
      place: Philadelphia, Pennsylvania
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        10.1080/0361073X.2024.2409588
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        atl: A Diffusion Model Account of Cognitive Variability in Healthy Aging and Mild Cognitive Impairment.
      aug:
        au:
          Aschenbrenner, Andrew J.
          Jackson, Joshua J.
        affil: Department of Neurology, Washington University in St. Louis School of Medicine, St. Louis, Missouri, USA
      sug:
        subj:
          Healthy Aging
          Mild Cognitive Impairment Pathology
          Cognition Evaluation
          Human
          Attention Evaluation
          Personality Assessment
          Aged
          Adult
          Models, Theoretical
          Funding Source
          Aged: 65+ years
          Adult: 19-44 years
      ab: Within-person variation in cognitive performance is linked to pathological aging. Cognitive fluctuations have not been analyzed using cognitive process models, such as the diffusion model, to characterize which cognitive processes contribute to variability in cognition. We collected 21 daily assessments of attention and personality in younger adults, healthy older adults, and those with mild cognitive impairment. We employed mixed-effects location scale models to analyze group differences on mean diffusion parameters and daily variability. Discussion focuses on how these methods extend our understanding of how cognitive deficits might appear in aging and disease and the moderating influence of daily personality.
      pubtype: Academic Journal
      doctype:
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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