Related Experiment Video
Updated: Jan 7, 2026

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Clinical Manifestations
Leticia Fernanda Palma1, Rebeca Carvalho Bom2, Pedro Henrique Moreira Victoriano1
1Federal University of São Carlos, São Carlos, SP, Brazil.
Background:
Education is considered an important risk factor for neurocognitive disorders, especially among the Latin American population. It is also strongly associated with the cognitive performance of older adults and significantly correlated with cognitive reserve. This study aims to analyze the impact of education on cognitive performance of cognitively unimpaired older adults and people living with AD, and its relationship with the AD diagnosis in a Latin American sample living in Brazil.
Method:
This is a quantitative, cross-sectional, descriptive, and correlational study involving 135 participants divided into two groups: cognitively unimpaired (n = 86) and individuals with Alzheimer's Disease (AD, n = 49). Assessments included a sociodemographic questionnaire, the Addenbrooke's Cognitive Examination-Revised (ACE-R), the Mini-Mental State Examination (MMSE), and the word list from the CERAD battery. Data analysis was conducted using descriptive statistics, Student's t-test, chi-square test, and Pearson's correlation, with SPSS v.29.0.0 and a significance level of p ≤0.05.
Result:
Most participants were female (65.7%), married (60.4%), retired (72.9%), and physically active (53.7%). The group comparison analysis revealed the AD group was older (79.6 ± 7.6 years; t=-8.59; p <0.001), had lower educational levels (6.7 ± 4.7 years; t=5.93; p <0.001), and performed worse on ACE-R (42.3 ± 19.1; t=15.04; p <0.001), MMSE (16.5 ± 5.7; t=13.64; p <0.001), and the CERAD word list (immediate recall: 7.6 ± 4.4; t=12.23; p <0.001; delayed recall: 0.7 ± 1.6; t=6.08; p <0.001; recognition: 6.3 ± 3.1; t=5.69; p = 0.002). Considering the variability in education, groups were then stratified into low education (≤8 years) and high education (>8 years). The lower education group (≤8 years) had more individuals with AD (X2 = 24.95; p <0.001), lower family income (X2 = 27.95; p <0.001), and practice less physical activity (X2 = 14.68; p <0.001). Correlation analysis indicated a negative relationship between cognitive assessment performance and both age and educational level.
Conclusion:
Our findings highlight the influence of education on cognitive performance and its association with cognitive reserve in older adults. Lower education levels were linked to poorer cognitive outcomes and a higher prevalence of AD, emphasizing the need for lifelong educational opportunities to mitigate cognitive decline, especially in the Latin American context. Future studies should further explore targeted interventions for individuals with limited education.
Related Concept Videos
Chronic Kidney Disease II: Clinical Manifestations
Coronary Artery Disease III: Clinical Manifestations
Endocarditis II: Clinical Features of Infective Endocarditis
Heart Failure III: Clinical Manifestations
Gastroesophageal Reflux Disease II: Clinical Features and Management
Clinical Manifestations
GERD presents itself in a multitude of ways, with symptoms varying from person to person. The hallmark symptoms are...
Hypertension III: Clinical Manifestations and Diagnostic Studies

