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A Structural Model Approach to Ethnic Disparities in Dementia and Its Assessment

Ethnicity complicates the assessment of dementia and its biomarkers in the Texas Alzheimer’s Research and Care Consortium (TARCC). Its effect can be mitigated by the construction of latent variables in a structural equation model (SEM) framework. We have developed a dementia-specific phenotype, i.e....

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Detalles Bibliográficos
Autor principal: Royall, Donald
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7743658/
http://dx.doi.org/10.1093/geroni/igaa057.3122
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author Royall, Donald
author_facet Royall, Donald
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description Ethnicity complicates the assessment of dementia and its biomarkers in the Texas Alzheimer’s Research and Care Consortium (TARCC). Its effect can be mitigated by the construction of latent variables in a structural equation model (SEM) framework. We have developed a dementia-specific phenotype, i.e. “δ” (for “dementia) by that approach. δ provides a continuously distributed dementia severity measure that may be resistant to ethnicity effects. We propose to test the impact of Mexican-American (MA) ethnicity in TARCC data [N = 3502; MA = 1313; Non-Hispanic Whites (NHW) = 2189]. Significant structural associations between observed cognitive performance, δ and δ’s serum protein biomarkers will be tested for ethnicity effects by CHI SQ differences across ethnicity stratified models. Observed clinical variables can be impacted by demographic effects. Those can lead to presumed disparities in clinical outcomes or biomarkers. Latent variables have potential to mitigate demographic effects, refute some perceived disparities and confirm others.
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spelling pubmed-77436582020-12-21 A Structural Model Approach to Ethnic Disparities in Dementia and Its Assessment Royall, Donald Innov Aging Abstracts Ethnicity complicates the assessment of dementia and its biomarkers in the Texas Alzheimer’s Research and Care Consortium (TARCC). Its effect can be mitigated by the construction of latent variables in a structural equation model (SEM) framework. We have developed a dementia-specific phenotype, i.e. “δ” (for “dementia) by that approach. δ provides a continuously distributed dementia severity measure that may be resistant to ethnicity effects. We propose to test the impact of Mexican-American (MA) ethnicity in TARCC data [N = 3502; MA = 1313; Non-Hispanic Whites (NHW) = 2189]. Significant structural associations between observed cognitive performance, δ and δ’s serum protein biomarkers will be tested for ethnicity effects by CHI SQ differences across ethnicity stratified models. Observed clinical variables can be impacted by demographic effects. Those can lead to presumed disparities in clinical outcomes or biomarkers. Latent variables have potential to mitigate demographic effects, refute some perceived disparities and confirm others. Oxford University Press 2020-12-16 /pmc/articles/PMC7743658/ http://dx.doi.org/10.1093/geroni/igaa057.3122 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
Royall, Donald
A Structural Model Approach to Ethnic Disparities in Dementia and Its Assessment
title A Structural Model Approach to Ethnic Disparities in Dementia and Its Assessment
title_full A Structural Model Approach to Ethnic Disparities in Dementia and Its Assessment
title_fullStr A Structural Model Approach to Ethnic Disparities in Dementia and Its Assessment
title_full_unstemmed A Structural Model Approach to Ethnic Disparities in Dementia and Its Assessment
title_short A Structural Model Approach to Ethnic Disparities in Dementia and Its Assessment
title_sort structural model approach to ethnic disparities in dementia and its assessment
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7743658/
http://dx.doi.org/10.1093/geroni/igaa057.3122
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