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Partitioning Analysis of Disparities and Time Trends in Alzheimer’s Disease and Related Dementia

This study uses Medicare data to i) identify age patterns, time trends, and race/geography-related disparities in prevalence and mortality of AD/ADRD; ii) apply partitioning methodology to separate out trends in causal components including incidence and survival, and iii) expand the method for analy...

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Autor principal: Akushevich, Igor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7743580/
http://dx.doi.org/10.1093/geroni/igaa057.3121
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author Akushevich, Igor
author_facet Akushevich, Igor
author_sort Akushevich, Igor
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description This study uses Medicare data to i) identify age patterns, time trends, and race/geography-related disparities in prevalence and mortality of AD/ADRD; ii) apply partitioning methodology to separate out trends in causal components including incidence and survival, and iii) expand the method for analysis of disparities to identify the magnitude and trends in causal components of race-related disparities in AD/ADRD. Analysis shows that the trend in AD/ADRD incidence explains up to 70% of the observed changes in AD prevalence and mortality and is the main contributor to the differences in race-specific prevalence (higher for African Americans (AA)). Differences in race-specific incidence explain up to 80% of the disparity while 20% are due to difference in survival. This indicates that for AAs, incidence is worse but survival is better. This is confirmed by direct evaluations of hazard ratios: AD incidence HR for AA is 1.50(1.46,1.54) and 0.93(0.91,0.96) for survival after AD diagnosis.
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spelling pubmed-77435802020-12-21 Partitioning Analysis of Disparities and Time Trends in Alzheimer’s Disease and Related Dementia Akushevich, Igor Innov Aging Abstracts This study uses Medicare data to i) identify age patterns, time trends, and race/geography-related disparities in prevalence and mortality of AD/ADRD; ii) apply partitioning methodology to separate out trends in causal components including incidence and survival, and iii) expand the method for analysis of disparities to identify the magnitude and trends in causal components of race-related disparities in AD/ADRD. Analysis shows that the trend in AD/ADRD incidence explains up to 70% of the observed changes in AD prevalence and mortality and is the main contributor to the differences in race-specific prevalence (higher for African Americans (AA)). Differences in race-specific incidence explain up to 80% of the disparity while 20% are due to difference in survival. This indicates that for AAs, incidence is worse but survival is better. This is confirmed by direct evaluations of hazard ratios: AD incidence HR for AA is 1.50(1.46,1.54) and 0.93(0.91,0.96) for survival after AD diagnosis. Oxford University Press 2020-12-16 /pmc/articles/PMC7743580/ http://dx.doi.org/10.1093/geroni/igaa057.3121 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of The Gerontological Society of America. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Akushevich, Igor
Partitioning Analysis of Disparities and Time Trends in Alzheimer’s Disease and Related Dementia
title Partitioning Analysis of Disparities and Time Trends in Alzheimer’s Disease and Related Dementia
title_full Partitioning Analysis of Disparities and Time Trends in Alzheimer’s Disease and Related Dementia
title_fullStr Partitioning Analysis of Disparities and Time Trends in Alzheimer’s Disease and Related Dementia
title_full_unstemmed Partitioning Analysis of Disparities and Time Trends in Alzheimer’s Disease and Related Dementia
title_short Partitioning Analysis of Disparities and Time Trends in Alzheimer’s Disease and Related Dementia
title_sort partitioning analysis of disparities and time trends in alzheimer’s disease and related dementia
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7743580/
http://dx.doi.org/10.1093/geroni/igaa057.3121
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