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Structural equation modelling of the complex relationship between toothache and its associated factors among Indonesian children

The Indonesian family life survey (IFLS) is used for formulating various government policies. Our preliminary study using data from the IFLS showed increase in the prevalence of toothache from 2007 to 2014. Hence, a need to analyse the factors associated with toothache using structural equation mode...

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Autores principales: Bakar, Abu, Ningrum, Valendriyani, Lee, Andy, Hsu, Wen-Kuang, Amalia, Rosa, Dewanto, Iwan, Lee, Shih-Chieh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7419561/
https://www.ncbi.nlm.nih.gov/pubmed/32782302
http://dx.doi.org/10.1038/s41598-020-70104-z
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author Bakar, Abu
Ningrum, Valendriyani
Lee, Andy
Hsu, Wen-Kuang
Amalia, Rosa
Dewanto, Iwan
Lee, Shih-Chieh
author_facet Bakar, Abu
Ningrum, Valendriyani
Lee, Andy
Hsu, Wen-Kuang
Amalia, Rosa
Dewanto, Iwan
Lee, Shih-Chieh
author_sort Bakar, Abu
collection PubMed
description The Indonesian family life survey (IFLS) is used for formulating various government policies. Our preliminary study using data from the IFLS showed increase in the prevalence of toothache from 2007 to 2014. Hence, a need to analyse the factors associated with toothache using structural equation modelling (SEM) for identifying the direct and indirect association of factors with toothache was evident. The objective of this study is to analyse the complex relationships between toothache and its associated risk factors. This cross-sectional study was conducted on the data obtained from the IFLS in 2014. The IFLS data pertaining to toothache and its prevalence were analysed using the STATA software, and the multifaceted relationship was analysed using SEM. The prevalence of toothache among Indonesian children was 15.55% (1,959 of 12,595). SEM showed the direct association between toothache and age (p < 0.001) and parent awareness of children's health conditions (p < 0.005) and food consumption frequency (p < 0.001). Parents’ education level and residential area showed an indirect association with toothache, mediated by socio-economic status and parent awareness of children's health conditions (p < 0.001). We identified the multifaceted relationship between toothache and the social covariates. Parents’ awareness of their children’s health conditions mediated several indirect associations, highlighting its importance.
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spelling pubmed-74195612020-08-13 Structural equation modelling of the complex relationship between toothache and its associated factors among Indonesian children Bakar, Abu Ningrum, Valendriyani Lee, Andy Hsu, Wen-Kuang Amalia, Rosa Dewanto, Iwan Lee, Shih-Chieh Sci Rep Article The Indonesian family life survey (IFLS) is used for formulating various government policies. Our preliminary study using data from the IFLS showed increase in the prevalence of toothache from 2007 to 2014. Hence, a need to analyse the factors associated with toothache using structural equation modelling (SEM) for identifying the direct and indirect association of factors with toothache was evident. The objective of this study is to analyse the complex relationships between toothache and its associated risk factors. This cross-sectional study was conducted on the data obtained from the IFLS in 2014. The IFLS data pertaining to toothache and its prevalence were analysed using the STATA software, and the multifaceted relationship was analysed using SEM. The prevalence of toothache among Indonesian children was 15.55% (1,959 of 12,595). SEM showed the direct association between toothache and age (p < 0.001) and parent awareness of children's health conditions (p < 0.005) and food consumption frequency (p < 0.001). Parents’ education level and residential area showed an indirect association with toothache, mediated by socio-economic status and parent awareness of children's health conditions (p < 0.001). We identified the multifaceted relationship between toothache and the social covariates. Parents’ awareness of their children’s health conditions mediated several indirect associations, highlighting its importance. Nature Publishing Group UK 2020-08-11 /pmc/articles/PMC7419561/ /pubmed/32782302 http://dx.doi.org/10.1038/s41598-020-70104-z Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Bakar, Abu
Ningrum, Valendriyani
Lee, Andy
Hsu, Wen-Kuang
Amalia, Rosa
Dewanto, Iwan
Lee, Shih-Chieh
Structural equation modelling of the complex relationship between toothache and its associated factors among Indonesian children
title Structural equation modelling of the complex relationship between toothache and its associated factors among Indonesian children
title_full Structural equation modelling of the complex relationship between toothache and its associated factors among Indonesian children
title_fullStr Structural equation modelling of the complex relationship between toothache and its associated factors among Indonesian children
title_full_unstemmed Structural equation modelling of the complex relationship between toothache and its associated factors among Indonesian children
title_short Structural equation modelling of the complex relationship between toothache and its associated factors among Indonesian children
title_sort structural equation modelling of the complex relationship between toothache and its associated factors among indonesian children
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7419561/
https://www.ncbi.nlm.nih.gov/pubmed/32782302
http://dx.doi.org/10.1038/s41598-020-70104-z
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