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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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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. |
format | Online Article Text |
id | pubmed-7419561 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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