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On the comparability of frailty scores under the accumulation of deficits approach
BACKGROUND: While the cumulative deficit model is arguably the most popular instrument for population-level frailty screening, several questions remain unanswered regarding the comparability of the resulting scores across subpopulations. METHODS: Based on data from the five waves of the Mexican Heal...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10530008/ https://www.ncbi.nlm.nih.gov/pubmed/37756306 http://dx.doi.org/10.1371/journal.pone.0292129 |
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author | Huffman, Curtis Nájera, Héctor Pérez Zepeda, Mario Ulises |
author_facet | Huffman, Curtis Nájera, Héctor Pérez Zepeda, Mario Ulises |
author_sort | Huffman, Curtis |
collection | PubMed |
description | BACKGROUND: While the cumulative deficit model is arguably the most popular instrument for population-level frailty screening, several questions remain unanswered regarding the comparability of the resulting scores across subpopulations. METHODS: Based on data from the five waves of the Mexican Health and Aging Study (MHAS) we draw upon the alignment method to test for measurement invariance of frailty scores as per the accumulation of deficits approach. RESULTS: Our results show that adjusting for measurement non-invariance not only improves predictive validity of our frailty measures, but resulting scores are more consistent with what is theoretically expected from them in longitudinal research. CONCLUSIONS: There are clear potential benefits of measurement invariance testing as a general analytical framework from which to tackle with issues of comparability in frailty research. |
format | Online Article Text |
id | pubmed-10530008 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-105300082023-09-28 On the comparability of frailty scores under the accumulation of deficits approach Huffman, Curtis Nájera, Héctor Pérez Zepeda, Mario Ulises PLoS One Research Article BACKGROUND: While the cumulative deficit model is arguably the most popular instrument for population-level frailty screening, several questions remain unanswered regarding the comparability of the resulting scores across subpopulations. METHODS: Based on data from the five waves of the Mexican Health and Aging Study (MHAS) we draw upon the alignment method to test for measurement invariance of frailty scores as per the accumulation of deficits approach. RESULTS: Our results show that adjusting for measurement non-invariance not only improves predictive validity of our frailty measures, but resulting scores are more consistent with what is theoretically expected from them in longitudinal research. CONCLUSIONS: There are clear potential benefits of measurement invariance testing as a general analytical framework from which to tackle with issues of comparability in frailty research. Public Library of Science 2023-09-27 /pmc/articles/PMC10530008/ /pubmed/37756306 http://dx.doi.org/10.1371/journal.pone.0292129 Text en © 2023 Huffman et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Huffman, Curtis Nájera, Héctor Pérez Zepeda, Mario Ulises On the comparability of frailty scores under the accumulation of deficits approach |
title | On the comparability of frailty scores under the accumulation of deficits approach |
title_full | On the comparability of frailty scores under the accumulation of deficits approach |
title_fullStr | On the comparability of frailty scores under the accumulation of deficits approach |
title_full_unstemmed | On the comparability of frailty scores under the accumulation of deficits approach |
title_short | On the comparability of frailty scores under the accumulation of deficits approach |
title_sort | on the comparability of frailty scores under the accumulation of deficits approach |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10530008/ https://www.ncbi.nlm.nih.gov/pubmed/37756306 http://dx.doi.org/10.1371/journal.pone.0292129 |
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