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Years Lived with Disability due to Alzheimer’s Disease and Other Dementias in Asian and North African Countries: A Trend Analysis
In Asia, which has a rapidly aging population, dementia is the most prominent disease. This article presents an application of Latent Growth Mixture Model (LGMM) to identify classes of individual Alzheimer’s Disease (AD) and other dementias Years Lived with Disability (YLD) rates for Asian and North...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Atlantis Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7310755/ https://www.ncbi.nlm.nih.gov/pubmed/30932387 http://dx.doi.org/10.2991/jegh.k.190305.002 |
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author | Amini, Maedeh Zayeri, Farid Moghaddam, Sahar Saeedi |
author_facet | Amini, Maedeh Zayeri, Farid Moghaddam, Sahar Saeedi |
author_sort | Amini, Maedeh |
collection | PubMed |
description | In Asia, which has a rapidly aging population, dementia is the most prominent disease. This article presents an application of Latent Growth Mixture Model (LGMM) to identify classes of individual Alzheimer’s Disease (AD) and other dementias Years Lived with Disability (YLD) rates for Asian and North African countries based on the unobserved heterogeneity. The AD and other dementias YLD data for both sexes and age-standardized groups reported by the Global Burden of Disease (GBD) Study database during 1990–2015 for 55 Asian and North African countries were analyzed via LGMM. Findings of LGMMs identified four classes of YLD trajectories. Among the specified classes, a class was related to a single country (Turkey) with the highest starting point in 1990 (intercept of 218.52 per 100,000) and upward trend. Another class with increasing trend (a slope of 2.66 per 100,000) consisted of India, China, Singapore, Japan, and Egypt. Other countries in Asia and North Africa (Classes 3 and 4) had a downward trend of YLD rates. The upward trend for some parts of Asia and North Africa might be attributed to appropriate therapeutic strategies, higher levels of awareness, related medical cares, and increase in life expectancy in these countries. |
format | Online Article Text |
id | pubmed-7310755 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Atlantis Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-73107552020-07-28 Years Lived with Disability due to Alzheimer’s Disease and Other Dementias in Asian and North African Countries: A Trend Analysis Amini, Maedeh Zayeri, Farid Moghaddam, Sahar Saeedi J Epidemiol Glob Health Research Paper In Asia, which has a rapidly aging population, dementia is the most prominent disease. This article presents an application of Latent Growth Mixture Model (LGMM) to identify classes of individual Alzheimer’s Disease (AD) and other dementias Years Lived with Disability (YLD) rates for Asian and North African countries based on the unobserved heterogeneity. The AD and other dementias YLD data for both sexes and age-standardized groups reported by the Global Burden of Disease (GBD) Study database during 1990–2015 for 55 Asian and North African countries were analyzed via LGMM. Findings of LGMMs identified four classes of YLD trajectories. Among the specified classes, a class was related to a single country (Turkey) with the highest starting point in 1990 (intercept of 218.52 per 100,000) and upward trend. Another class with increasing trend (a slope of 2.66 per 100,000) consisted of India, China, Singapore, Japan, and Egypt. Other countries in Asia and North Africa (Classes 3 and 4) had a downward trend of YLD rates. The upward trend for some parts of Asia and North Africa might be attributed to appropriate therapeutic strategies, higher levels of awareness, related medical cares, and increase in life expectancy in these countries. Atlantis Press 2019-03 2019-03 /pmc/articles/PMC7310755/ /pubmed/30932387 http://dx.doi.org/10.2991/jegh.k.190305.002 Text en © 2019 Atlantis Press International B.V. This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/). |
spellingShingle | Research Paper Amini, Maedeh Zayeri, Farid Moghaddam, Sahar Saeedi Years Lived with Disability due to Alzheimer’s Disease and Other Dementias in Asian and North African Countries: A Trend Analysis |
title | Years Lived with Disability due to Alzheimer’s Disease and Other Dementias in Asian and North African Countries: A Trend Analysis |
title_full | Years Lived with Disability due to Alzheimer’s Disease and Other Dementias in Asian and North African Countries: A Trend Analysis |
title_fullStr | Years Lived with Disability due to Alzheimer’s Disease and Other Dementias in Asian and North African Countries: A Trend Analysis |
title_full_unstemmed | Years Lived with Disability due to Alzheimer’s Disease and Other Dementias in Asian and North African Countries: A Trend Analysis |
title_short | Years Lived with Disability due to Alzheimer’s Disease and Other Dementias in Asian and North African Countries: A Trend Analysis |
title_sort | years lived with disability due to alzheimer’s disease and other dementias in asian and north african countries: a trend analysis |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7310755/ https://www.ncbi.nlm.nih.gov/pubmed/30932387 http://dx.doi.org/10.2991/jegh.k.190305.002 |
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