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Updated: Mar 28, 2026

Assessment of Age-related Changes in Cognitive Functions Using EmoCogMeter, a Novel Tablet-computer Based Approach
Published on: February 14, 2014
The interactive effects of age, education, and BMI on cognitive functioning
Joshua W Kirton1, Vonetta M Dotson1,2
1a Department of Clinical and Health Psychology , University of Florida , Gainesville , FL 32610 , USA.
Obesity may accelerate cognitive aging. Higher education protected younger adults from executive deficits, but this effect diminished with higher body mass index (BMI), especially in older adults.
Area of Science:
- Neuroscience
- Gerontology
- Cognitive Psychology
Background:
- Obesity is linked to poorer cognitive function, particularly in processing speed, executive function, and working memory.
- Cognitive reserve, often indicated by education level, may buffer against cognitive decline.
- The interplay between body mass index (BMI), cognitive reserve, and age on cognitive abilities requires further investigation.
Purpose of the Study:
- To investigate the moderating effects of age and cognitive reserve on the relationship between BMI and cognitive functions.
- To determine if higher education levels protect against BMI-related cognitive deficits across different age groups.
Main Methods:
- Fifty-six healthy older and younger adults completed a neuropsychological assessment and reported height and weight.
- Mixed effects models were employed to analyze the interactive effects of age, education (as a proxy for cognitive reserve), and BMI on cognitive performance.
- Cognitive outcomes included measures of processing speed, executive function, and working memory.
Main Results:
- Higher education was associated with better executive function in younger adults, but this protective effect was not observed in older adults.
- Age-related differences in executive function were attenuated by higher education levels.
- Conversely, higher BMI exacerbated age-related executive function deficits, particularly in older adults.
Conclusions:
- The relationship between cognitive reserve (education) and BMI varies significantly with age.
- Obesity may accelerate the cognitive aging process, especially concerning executive functions.
- Interventions targeting BMI and promoting cognitive reserve may be crucial for maintaining cognitive health across the lifespan.
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