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Decomposition of Disparities in Alzheimer’s Disease and Related Dementia

This study uses Medicare data to non-parametrically evaluate race- and place-of-residence-related disparities in AD/ADRD prevalence and incidence-based mortality, separate them out into the epidemiological causal components including race-related disparities in incidence and survival, and finally ex...

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Autor principal: Akushevich, Igor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8969027/
http://dx.doi.org/10.1093/geroni/igab046.1063
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author Akushevich, Igor
author_facet Akushevich, Igor
author_sort Akushevich, Igor
collection PubMed
description This study uses Medicare data to non-parametrically evaluate race- and place-of-residence-related disparities in AD/ADRD prevalence and incidence-based mortality, separate them out into the epidemiological causal components including race-related disparities in incidence and survival, and finally explain these in terms of health-care-related factors using causal methods of group variable effects (propensity scores and the rank-and-replace method) and regression-based analyses (extended Fairlie’s model and generalized Oaxaca-Blinder approach for censoring outcomes). Partitioning analysis showed that the incidence rate is the main predictor for temporal changes and racial disparities in AD/ADRD prevalence and mortality, though survival began to play a role after 2010. Arterial hypertension is the leading predictor responsible for racial disparities in AD/ADRD risks. This study demonstrated that Medicare data has sufficient statistical power and potential for studying disparities in AD/ADRD in three interacting directions: multi-ethnic structure of population, place of residence, and time period.
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spelling pubmed-89690272022-04-01 Decomposition of Disparities in Alzheimer’s Disease and Related Dementia Akushevich, Igor Innov Aging Abstracts This study uses Medicare data to non-parametrically evaluate race- and place-of-residence-related disparities in AD/ADRD prevalence and incidence-based mortality, separate them out into the epidemiological causal components including race-related disparities in incidence and survival, and finally explain these in terms of health-care-related factors using causal methods of group variable effects (propensity scores and the rank-and-replace method) and regression-based analyses (extended Fairlie’s model and generalized Oaxaca-Blinder approach for censoring outcomes). Partitioning analysis showed that the incidence rate is the main predictor for temporal changes and racial disparities in AD/ADRD prevalence and mortality, though survival began to play a role after 2010. Arterial hypertension is the leading predictor responsible for racial disparities in AD/ADRD risks. This study demonstrated that Medicare data has sufficient statistical power and potential for studying disparities in AD/ADRD in three interacting directions: multi-ethnic structure of population, place of residence, and time period. Oxford University Press 2021-12-17 /pmc/articles/PMC8969027/ http://dx.doi.org/10.1093/geroni/igab046.1063 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of The Gerontological Society of America. https://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/ (https://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
Decomposition of Disparities in Alzheimer’s Disease and Related Dementia
title Decomposition of Disparities in Alzheimer’s Disease and Related Dementia
title_full Decomposition of Disparities in Alzheimer’s Disease and Related Dementia
title_fullStr Decomposition of Disparities in Alzheimer’s Disease and Related Dementia
title_full_unstemmed Decomposition of Disparities in Alzheimer’s Disease and Related Dementia
title_short Decomposition of Disparities in Alzheimer’s Disease and Related Dementia
title_sort decomposition of disparities in alzheimer’s disease and related dementia
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8969027/
http://dx.doi.org/10.1093/geroni/igab046.1063
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