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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
[Association between cognitive impairment and depression in Chilean older adults]
Gabriela Nazar1, Natalia Ulloa2, María Adela Martínez-Sanguinetti3
1Departamento de Psicología y Centro Vida Saludable de la Universidad de Concepción, Universidad de Concepción, Concepción, Chile.
Background:
Depression has been previously associated with cognitive impairment in high income country populations. However, its association in the Chilean population has not been investigated.
Aim:
To investigate the association between depression and cognitive impairment.
Material And Methods:
Data from 1384 Chilean adults aged > 60 years, participating in the National Health Survey 2009-2010 was analyzed. Cognitive impairment was assessed using the Mini Mental Examination score. The medical diagnosis of depression was self-reported. The association between depression and cognitive impairment was assessed using a logistic regression.
Results:
Depression was positively associated with cognitive impairment. However, the magnitude of the association was higher in men (Odds ratio (OR) = 4.02 [95% confidence intervals (CI): 1.44; 6.61], p < 0.01]) than in women (OR = 2.23 [95%CI: 1.03; 3.43], p = 0.04). Older adults who were diagnosed for the first time with depression after 65 years of age, showed a stronger association with cognitive impairment (OR = 6.65 [95% CI: 2.39; 10.9], p < 0.01) than those diagnosed before 55 years.
Conclusions:
Our study confirms the association between depression and cognitive impairment. Further research is needed to elucidate the nature and potential mechanisms that link depression with cognitive impairment.
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