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Updated: Aug 31, 2025

Assessment of Age-related Changes in Cognitive Functions Using EmoCogMeter, a Novel Tablet-computer Based Approach
Published on: February 14, 2014
Potential modifiable factors associated with late-life cognitive trajectories
Zimu Wu1, Robyn L Woods1, Trevor T-J Chong2,3,4
1School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
Healthy lifestyle choices like education and avoiding alcohol are linked to better cognitive aging. Chronic conditions such as hypertension and diabetes impact cognitive performance, highlighting distinct strategies for cognitive health and dementia prevention.
Area of Science:
- Gerontology
- Neuroscience
- Public Health
Background:
- Cognitive aging exhibits significant individual variability.
- Understanding modifiable factors influencing cognitive trajectories is crucial for public health interventions.
Purpose of the Study:
- To investigate the associations between modifiable lifestyle and health factors and distinct cognitive aging trajectories.
- To differentiate factors associated with high versus low cognitive performance.
Main Methods:
- Utilized data from 17,724 community-dwelling older adults (aged 65-98).
- Employed group-based multi-trajectory modeling to identify cognitive trajectories over seven years.
- Applied structural equation modeling to assess associations of social, behavioral, and health factors with cognitive trajectories.
Main Results:
- Seven distinct cognitive trajectory subgroups were identified.
- Lower education, never drinking alcohol, and frailty were direct predictors of low cognitive performance.
- Hypertension, obesity, diabetes, and depression were associated with a lower likelihood of high cognitive performance, while dyslipidemia was linked to low performance.
- Smoking did not directly predict cognitive trajectories but was associated with increased risk of diabetes, obesity, and frailty.
Conclusions:
- Several modifiable factors are associated with high cognitive performance and inversely with low performance.
- Obesity, hypertension, and dyslipidemia showed less direct association with cognitive trajectories.
- Health behaviors may influence cognitive function indirectly through geriatric conditions, suggesting distinct strategies for cognitive health promotion and dementia prevention.
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