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Measuring the quality of life in hypertension according to Item Response Theory
OBJECTIVE: To analyze the Miniquestionário de Qualidade de Vida em Hipertensão Arterial (MINICHAL – Mini-questionnaire of Quality of Life in Hypertension) using the Item Response Theory. METHODS: This is an analytical study conducted with 712 persons with hypertension treated in thirteen primary hea...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Faculdade de Saúde Pública da Universidade de São Paulo
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5433789/ https://www.ncbi.nlm.nih.gov/pubmed/28492764 http://dx.doi.org/10.1590/S1518-8787.2017051006845 |
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author | Borges, José Wicto Pereira Moreira, Thereza Maria Magalhães Schmitt, Jeovani de Andrade, Dalton Francisco Barbetta, Pedro Alberto de Souza, Ana Célia Caetano Lima, Daniele Braz da Silva Carvalho, Irialda Saboia |
author_facet | Borges, José Wicto Pereira Moreira, Thereza Maria Magalhães Schmitt, Jeovani de Andrade, Dalton Francisco Barbetta, Pedro Alberto de Souza, Ana Célia Caetano Lima, Daniele Braz da Silva Carvalho, Irialda Saboia |
author_sort | Borges, José Wicto Pereira |
collection | PubMed |
description | OBJECTIVE: To analyze the Miniquestionário de Qualidade de Vida em Hipertensão Arterial (MINICHAL – Mini-questionnaire of Quality of Life in Hypertension) using the Item Response Theory. METHODS: This is an analytical study conducted with 712 persons with hypertension treated in thirteen primary health care units of Fortaleza, State of Ceará, Brazil, in 2015. The steps of the analysis by the Item Response Theory were: evaluation of dimensionality, estimation of parameters of items, and construction of scale. The study of dimensionality was carried out on the polychoric correlation matrix and confirmatory factor analysis. To estimate the item parameters, we used the Gradual Response Model of Samejima. The analyses were conducted using the free software R with the aid of psych and mirt. RESULTS: The analysis has allowed the visualization of item parameters and their individual contributions in the measurement of the latent trait, generating more information and allowing the construction of a scale with an interpretative model that demonstrates the evolution of the worsening of the quality of life in five levels. Regarding the item parameters, the items related to the somatic state have had a good performance, as they have presented better power to discriminate individuals with worse quality of life. The items related to mental state have been those which contributed with less psychometric data in the MINICHAL. CONCLUSIONS: We conclude that the instrument is suitable for the identification of the worsening of the quality of life in hypertension. The analysis of the MINICHAL using the Item Response Theory has allowed us to identify new sides of this instrument that have not yet been addressed in previous studies. |
format | Online Article Text |
id | pubmed-5433789 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Faculdade de Saúde Pública da Universidade de São Paulo |
record_format | MEDLINE/PubMed |
spelling | pubmed-54337892017-05-22 Measuring the quality of life in hypertension according to Item Response Theory Borges, José Wicto Pereira Moreira, Thereza Maria Magalhães Schmitt, Jeovani de Andrade, Dalton Francisco Barbetta, Pedro Alberto de Souza, Ana Célia Caetano Lima, Daniele Braz da Silva Carvalho, Irialda Saboia Rev Saude Publica Original Articles OBJECTIVE: To analyze the Miniquestionário de Qualidade de Vida em Hipertensão Arterial (MINICHAL – Mini-questionnaire of Quality of Life in Hypertension) using the Item Response Theory. METHODS: This is an analytical study conducted with 712 persons with hypertension treated in thirteen primary health care units of Fortaleza, State of Ceará, Brazil, in 2015. The steps of the analysis by the Item Response Theory were: evaluation of dimensionality, estimation of parameters of items, and construction of scale. The study of dimensionality was carried out on the polychoric correlation matrix and confirmatory factor analysis. To estimate the item parameters, we used the Gradual Response Model of Samejima. The analyses were conducted using the free software R with the aid of psych and mirt. RESULTS: The analysis has allowed the visualization of item parameters and their individual contributions in the measurement of the latent trait, generating more information and allowing the construction of a scale with an interpretative model that demonstrates the evolution of the worsening of the quality of life in five levels. Regarding the item parameters, the items related to the somatic state have had a good performance, as they have presented better power to discriminate individuals with worse quality of life. The items related to mental state have been those which contributed with less psychometric data in the MINICHAL. CONCLUSIONS: We conclude that the instrument is suitable for the identification of the worsening of the quality of life in hypertension. The analysis of the MINICHAL using the Item Response Theory has allowed us to identify new sides of this instrument that have not yet been addressed in previous studies. Faculdade de Saúde Pública da Universidade de São Paulo 2017-04-24 /pmc/articles/PMC5433789/ /pubmed/28492764 http://dx.doi.org/10.1590/S1518-8787.2017051006845 Text en http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Borges, José Wicto Pereira Moreira, Thereza Maria Magalhães Schmitt, Jeovani de Andrade, Dalton Francisco Barbetta, Pedro Alberto de Souza, Ana Célia Caetano Lima, Daniele Braz da Silva Carvalho, Irialda Saboia Measuring the quality of life in hypertension according to Item Response Theory |
title | Measuring the quality of life in hypertension according to Item Response Theory |
title_full | Measuring the quality of life in hypertension according to Item Response Theory |
title_fullStr | Measuring the quality of life in hypertension according to Item Response Theory |
title_full_unstemmed | Measuring the quality of life in hypertension according to Item Response Theory |
title_short | Measuring the quality of life in hypertension according to Item Response Theory |
title_sort | measuring the quality of life in hypertension according to item response theory |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5433789/ https://www.ncbi.nlm.nih.gov/pubmed/28492764 http://dx.doi.org/10.1590/S1518-8787.2017051006845 |
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