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Longitudinal measurement invariance of neuropsychological tests in a diverse sample from the ELSA-Brasil study

OBJECTIVE: Longitudinal measurement invariance analyses are an important way to assess a test’s ability to estimate the underlying construct over time, ensuring that cognitive scores across visits represent a similar underlying construct, and that changes in test performance are attributable to indi...

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Autores principales: Bertola, Laiss, Benseñor, Isabela M., Gross, Alden L., Caramelli, Paulo, Barreto, Sandhi Maria, Moreno, Arlinda B., Griep, Rosane H., Viana, Maria Carmen, Lotufo, Paulo A., Suemoto, Claudia K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Associação Brasileira de Psiquiatria 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8136397/
https://www.ncbi.nlm.nih.gov/pubmed/32997074
http://dx.doi.org/10.1590/1516-4446-2020-0978
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author Bertola, Laiss
Benseñor, Isabela M.
Gross, Alden L.
Caramelli, Paulo
Barreto, Sandhi Maria
Moreno, Arlinda B.
Griep, Rosane H.
Viana, Maria Carmen
Lotufo, Paulo A.
Suemoto, Claudia K.
author_facet Bertola, Laiss
Benseñor, Isabela M.
Gross, Alden L.
Caramelli, Paulo
Barreto, Sandhi Maria
Moreno, Arlinda B.
Griep, Rosane H.
Viana, Maria Carmen
Lotufo, Paulo A.
Suemoto, Claudia K.
author_sort Bertola, Laiss
collection PubMed
description OBJECTIVE: Longitudinal measurement invariance analyses are an important way to assess a test’s ability to estimate the underlying construct over time, ensuring that cognitive scores across visits represent a similar underlying construct, and that changes in test performance are attributable to individual change in cognitive abilities. We aimed to evaluate longitudinal measurement invariance in a large, social and culturally diverse sample over time. METHODS: A total of 5,949 participants from the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) were included, whose cognition was reassessed after four years. Longitudinal measurement invariance analysis was performed by comparing a nested series of multiple-group confirmatory factor analysis models (for memory and executive function factors). RESULTS: Configural, metric, scalar and strict invariance were tested and supported over time. CONCLUSION: Cognitive temporal changes in this sample are more likely to be due to normal and/or pathological aging. Testing longitudinal measurement invariance is essential for diverse samples at high risk of dementia, such as in low- and middle-income countries.
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spelling pubmed-81363972021-05-26 Longitudinal measurement invariance of neuropsychological tests in a diverse sample from the ELSA-Brasil study Bertola, Laiss Benseñor, Isabela M. Gross, Alden L. Caramelli, Paulo Barreto, Sandhi Maria Moreno, Arlinda B. Griep, Rosane H. Viana, Maria Carmen Lotufo, Paulo A. Suemoto, Claudia K. Braz J Psychiatry Original Article OBJECTIVE: Longitudinal measurement invariance analyses are an important way to assess a test’s ability to estimate the underlying construct over time, ensuring that cognitive scores across visits represent a similar underlying construct, and that changes in test performance are attributable to individual change in cognitive abilities. We aimed to evaluate longitudinal measurement invariance in a large, social and culturally diverse sample over time. METHODS: A total of 5,949 participants from the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) were included, whose cognition was reassessed after four years. Longitudinal measurement invariance analysis was performed by comparing a nested series of multiple-group confirmatory factor analysis models (for memory and executive function factors). RESULTS: Configural, metric, scalar and strict invariance were tested and supported over time. CONCLUSION: Cognitive temporal changes in this sample are more likely to be due to normal and/or pathological aging. Testing longitudinal measurement invariance is essential for diverse samples at high risk of dementia, such as in low- and middle-income countries. Associação Brasileira de Psiquiatria 2020-09-28 /pmc/articles/PMC8136397/ /pubmed/32997074 http://dx.doi.org/10.1590/1516-4446-2020-0978 Text en https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License, which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Bertola, Laiss
Benseñor, Isabela M.
Gross, Alden L.
Caramelli, Paulo
Barreto, Sandhi Maria
Moreno, Arlinda B.
Griep, Rosane H.
Viana, Maria Carmen
Lotufo, Paulo A.
Suemoto, Claudia K.
Longitudinal measurement invariance of neuropsychological tests in a diverse sample from the ELSA-Brasil study
title Longitudinal measurement invariance of neuropsychological tests in a diverse sample from the ELSA-Brasil study
title_full Longitudinal measurement invariance of neuropsychological tests in a diverse sample from the ELSA-Brasil study
title_fullStr Longitudinal measurement invariance of neuropsychological tests in a diverse sample from the ELSA-Brasil study
title_full_unstemmed Longitudinal measurement invariance of neuropsychological tests in a diverse sample from the ELSA-Brasil study
title_short Longitudinal measurement invariance of neuropsychological tests in a diverse sample from the ELSA-Brasil study
title_sort longitudinal measurement invariance of neuropsychological tests in a diverse sample from the elsa-brasil study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8136397/
https://www.ncbi.nlm.nih.gov/pubmed/32997074
http://dx.doi.org/10.1590/1516-4446-2020-0978
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