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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Mild Cognitive Impairment and Suicidal Ideation Among Adults Aged 65 Years or Older From Low- and Middle-Income
Lee Smith1, Guillermo Felipe López Sánchez2, Pinar Soysal3
1Centre for Health Performance and Wellbeing, Anglia Ruskin University, Cambridge, UK.
Objectives:
Mild cognitive impairment (MCI) is a unique indicator of underlying distress that may be strongly associated with suicide risk. Despite this, to date, no study has examined the association between MCI and suicidal ideation. Therefore, the present study aimed to examine the association between MCI and suicidal ideation among adults aged ≥65 years from 6 low- and middle-income countries (LMICs; China, Ghana, India, Mexico, Russia, and South Africa).
Methods:
Cross-sectional, nationally representative data from the World Health Organization's Study on Global Ageing and Adult Health were analyzed. MCI was defined using the National Institute on Aging-Alzheimer's Association criteria. Self-reported information on past 12-month suicidal ideation was collected. Multivariable logistic regression and meta-analysis were conducted to assess associations.
Results:
Data on 13,623 individuals aged ≥65 years were analyzed. The prevalence of suicidal ideation ranged from 0.5% in China to 6.0% in India, whereas the range of the prevalence of MCI was 9.7% (Ghana) to 26.4% (China). After adjustment for potential confounders, MCI was significantly associated with 1.66 (95% confidence interval [95% CI] = 1.12-2.46) times higher odds for suicidal ideation.
Discussion:
Mild cognitive impairment was significantly associated with higher odds for suicidal ideation among older adults in LMICs. Future longitudinal studies from LMICs are necessary to assess whether MCI is a risk factor for suicidal ideation.
Insights
Mild cognitive impairment (MCI) significantly increases suicidal ideation odds in older adults from low- and middle-income countries. This highlights MCI as a critical indicator for suicide risk assessment in global aging populations.
Area of Science:
- Gerontology
- Neuroscience
- Public Health
Background:
- Mild cognitive impairment (MCI) is a recognized indicator of distress.
- MCI's association with suicide risk requires further investigation, particularly in diverse global settings.
- No prior studies have explored the link between MCI and suicidal ideation.
Purpose of the Study:
- To investigate the association between MCI and suicidal ideation.
- Focus on adults aged 65 and older.
- Study conducted in six low- and middle-income countries (LMICs).
Main Methods:
- Utilized cross-sectional, nationally representative data from the WHO's Study on Global Ageing and Adult Health.
- Defined MCI using National Institute on Aging-Alzheimer's Association criteria.
- Analyzed self-reported past 12-month suicidal ideation using multivariable logistic regression and meta-analysis.
Main Results:
- Analyzed data from 13,623 individuals aged ≥65 years.
- Prevalence of suicidal ideation varied from 0.5% (China) to 6.0% (India).
- MCI was associated with 1.66 times higher odds of suicidal ideation (95% CI: 1.12-2.46) after adjusting for confounders.
Conclusions:
- MCI is significantly linked to increased odds of suicidal ideation in older adults within LMICs.
- MCI may serve as a crucial warning sign for suicide risk in this demographic.
- Further longitudinal research in LMICs is recommended to confirm MCI as a risk factor.
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