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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Medknow Publications & Media Pvt Ltd
2018
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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. |
format | Online Article Text |
id | pubmed-6178681 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Medknow Publications & Media Pvt Ltd |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT dafonsecaemilioprado multivariatemethodtoidentifyinequalitiesinoralhealthcareaccess |