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Updated: Dec 13, 2025

Assessment of Age-related Changes in Cognitive Functions Using EmoCogMeter, a Novel Tablet-computer Based Approach
Published on: February 14, 2014
Clustering of Behavioral Changes and Their Associations With Cognitive Decline in Older Adults
Geeske Peeters1, Roman Romero-Ortuno2, Brian Lawlor3
1Global Brain Health Institute, Trinity College, Dublin, Ireland; Department of Geriatric Medicine, Radboud Institute for Health Sciences, Radboud University Medical Center, The Netherlands.
Objectives:
To examine (1) the clustering of reduced falls-efficacy, social withdrawal, and physical activity withdrawal in Irish adults aged 50 years and older, and (2) the concurrent and prospective associations of these clustered behaviors with cognitive decline.
Design:
Longitudinal cohort study.
Setting And Participants:
Data were from 4571 participants (mean age 64.5 ± 8.6, 54.9% women) in The Irish Longitudinal Study on Ageing, a population-based study.
Methods:
Changes in social and physical activity and falls-efficacy from 2012/2013 to 2014/2015 were used to define the behaviors of social withdrawal, physical activity withdrawal, and reduced falls-efficacy. Patterns of behaviors were associated with concurrent (2012/2013-2014/2015) and prospective (2014/2015-2016/2017) changes in immediate recall, delayed recall, and verbal fluency using random effects mixed models.
Results:
Eighty-six percent of participants had social withdrawal, physical activity withdrawal, or reduced falls-efficacy, and 15% had all 3 behaviors. Participants with all 3 behaviors showed the greatest declines in immediate recall (concurrent: B = -0.51, confidence interval [CI] = -0.77 to -0.25; prospective: B = -0.51, CI = -0.78 to -0.25), delayed recall (concurrent: B = -0.40, CI = -0.61 to -0.18; prospective: B = -0.47, CI = -0.69 to -0.25) and verbal fluency (concurrent: B = -1.05, CI = -1.58 to -0.52; prospective: B = -1.29, CI = -1.83 to -0.74).
Conclusions And Implications:
The clustering of social withdrawal, physical activity withdrawal, and reduced falls-efficacy is common. Presence of multiple behaviors was associated with greater cognitive declines, suggesting a cumulative association of these behaviors with cognitive decline. These findings guide (1) identification of vulnerable groups, (2) intervention design, and (3) care planning for people presenting with 1 or more of these changes in behavior.
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