The Use of Canonical Correlation Analysis to Assess the Relationship Between Executive Functioning and Verbal Memory in Older Adults:

Gerontology & Geriatric Medicine

Pedro Silva Moreira¹ 

关键词: executive functioning;    verbal memory;    aging;    canonical correlation analysis;    cognition;    epidemiology;    mental health;    psychology;   

DOI  :  10.1177/2333721415602820

学科分类：医学（综合）

来源: Sage Journals

【 摘 要 】

Executive functioning (EF), which is considered to govern complex cognition, and verbal memory (VM) are constructs assumed to be related. However, it is not known the magnitude of the association between EF and VM, and how sociodemographic and psychological factors may affect this relationship, including in normal aging. In this study, we assessed different EF and VM parameters, via a battery of neurocognitive/psychological tests, and performed a Canonical Correlation Analysis (CCA) to explore the connection between these constructs, in a sample of middle-aged and older healthy individuals without cognitive impairment (N = 563, 50+ years of age). The analysis revealed a positive and moderate association between EF and VM independently of gender, age, education, global cognitive performance level, and mood. These results confirm that EF presents a significant association with VM performance.

【 授权许可】

CC BY-NC