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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Oxford University Press
2020
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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 |
author_sort | Royall, Donald |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-7743658 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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