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Multivariate method to identify inequalities in oral healthcare access

OBJECTIVE: The aim of this study is to apply a multivariate method for municipality's classification according access to oral health in adults. MATERIALS AND METHODS: This is a cross-sectional epidemiological study. Were used multivariate classification called nonhierarchical cluster analysis K...

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Autor principal: Da Fonseca, Emílio Prado
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6178681/
https://www.ncbi.nlm.nih.gov/pubmed/30369789
http://dx.doi.org/10.4103/ejd.ejd_317_17
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author Da Fonseca, Emílio Prado
author_facet Da Fonseca, Emílio Prado
author_sort Da Fonseca, Emílio Prado
collection PubMed
description OBJECTIVE: The aim of this study is to apply a multivariate method for municipality's classification according access to oral health in adults. MATERIALS AND METHODS: This is a cross-sectional epidemiological study. Were used multivariate classification called nonhierarchical cluster analysis K-means. The strategy brings together municipalities’ similarity as access to oral health, where the most similar are next and the most different from getting further away. In addition, it allows reducing the intragroup variance and maximizing intergroup variance. It was assumed the number of four groups. RESULTS: Among adults, 3,185 (52.63%) visited the dentist less than a year, and 357 (5.90%) have never been to the dentist. Homogeneous groups showed differences in the time since the last visit to the dentist for adults. The analysis of variance by the F statistic rejected the hypothesis that the variances are equal for the variables related to the time since the last visit to the dentist. CONCLUSION: It was possible to identify the inequalities in the access to oral healthcare services for adults and locate spatially municipalities whose subjects take longer to visit the dentist.
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spelling pubmed-61786812018-10-26 Multivariate method to identify inequalities in oral healthcare access Da Fonseca, Emílio Prado Eur J Dent Original Article OBJECTIVE: The aim of this study is to apply a multivariate method for municipality's classification according access to oral health in adults. MATERIALS AND METHODS: This is a cross-sectional epidemiological study. Were used multivariate classification called nonhierarchical cluster analysis K-means. The strategy brings together municipalities’ similarity as access to oral health, where the most similar are next and the most different from getting further away. In addition, it allows reducing the intragroup variance and maximizing intergroup variance. It was assumed the number of four groups. RESULTS: Among adults, 3,185 (52.63%) visited the dentist less than a year, and 357 (5.90%) have never been to the dentist. Homogeneous groups showed differences in the time since the last visit to the dentist for adults. The analysis of variance by the F statistic rejected the hypothesis that the variances are equal for the variables related to the time since the last visit to the dentist. CONCLUSION: It was possible to identify the inequalities in the access to oral healthcare services for adults and locate spatially municipalities whose subjects take longer to visit the dentist. Medknow Publications & Media Pvt Ltd 2018 /pmc/articles/PMC6178681/ /pubmed/30369789 http://dx.doi.org/10.4103/ejd.ejd_317_17 Text en Copyright: © 2018 European Journal of Dentistry http://creativecommons.org/licenses/by-nc-sa/4.0 This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Original Article
Da Fonseca, Emílio Prado
Multivariate method to identify inequalities in oral healthcare access
title Multivariate method to identify inequalities in oral healthcare access
title_full Multivariate method to identify inequalities in oral healthcare access
title_fullStr Multivariate method to identify inequalities in oral healthcare access
title_full_unstemmed Multivariate method to identify inequalities in oral healthcare access
title_short Multivariate method to identify inequalities in oral healthcare access
title_sort multivariate method to identify inequalities in oral healthcare access
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6178681/
https://www.ncbi.nlm.nih.gov/pubmed/30369789
http://dx.doi.org/10.4103/ejd.ejd_317_17
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