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Updated: Jan 7, 2026

Transcranial Direct Current Stimulation tDCS for Memory Enhancement
Published on: September 18, 2021
Dementia Care Research and Psychosocial Factors
Rhaná Carolina Santos1,2, Ricardo Nitrini3,4,5, Adalberto Studart-Neto6
1Federal University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.
Background:
High Performing Older Adults (HPOA) are older individuals with above-average cognitive abilities, indicating resilience to age-related pathological processes. Here, we compare HPOA with typical agers, regarding modifiable risk factors of dementia.
Method:
Older adults were selected from the ELSI-Brazil dataset (first wave, 2015-2016). Cognitive and demographic data was collected for this study. A global cognitive composite z-score was calculated using orientation (spatial and temporal), memory (immediate and delayed-recall) and semantic fluency scores. Each score was z-transformed according to the sample's mean and standard deviation (SD). HPOA was defined as individuals with cognitive z-scores above 1.5 SD. Typical older adults (TOA) were within -1.5 and +1.5 SD from the mean. Thirteen modifiable risk factors were retrieved according to the Lancet Commission: lower levels of education, hearing impairment, high blood pressure, smoking, obesity, depression, high LDL cholesterol, physical inactivity, diabetes, excessive alcohol consumption, air pollution, social isolation, and visual impairment.
Result:
Among 9412 individuals from the cohort, 5432 (57.7%) were classified as TOA and 497 were classified as HPOA (Tab. 1). Regarding demographic characteristics, HPOA had a higher educational level (Tab. 1, p < 0.001). HPOA showed significantly lower prevalence of lower education, hearing loss, physical inactivity and visual loss (Tab. 2, p < 0.001). Contrarily, HPOA had a higher prevalence than typical agers of alcohol abuse and hypertension (Tab. 2, p <0.001). There were no significant differences in depression, smoking, diabetes, obesity, and high LDL cholesterol between the groups. Logistic regression models identified that risk factors such as low education (beta = -1.8, p <0.001), physical inactivity (beta = -0.6, p < 0.001), and visual loss (beta = -0.4, p = 0.002) were negatively associated with HPOA. Obesity was positively associated with HPOA (beta = 0.31, p = 0.03).
Conclusion:
Low education, physical inactivity and visual loss were inversely associated with HPOA. Contrary to expected, the absence of modifiable risk factors of dementia was not proven to be associated with high cognitive abilities. Studying the influence of protective factors in successful aging is essential to underscore their importance in high cognitive performance.
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