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

Abstract 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 equa...

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Main Authors: Abu Bakar, Valendriyani Ningrum, Andy Lee, Wen-Kuang Hsu, Rosa Amalia, Iwan Dewanto, Shih-Chieh Lee
Format: Article
Language:English
Published: Nature Publishing Group 2020-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-70104-z
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spelling doaj-f4100ea277104f189cf93fc35b1fdb262021-08-15T11:21:41ZengNature Publishing GroupScientific Reports2045-23222020-08-011011910.1038/s41598-020-70104-zStructural equation modelling of the complex relationship between toothache and its associated factors among Indonesian childrenAbu Bakar0Valendriyani Ningrum1Andy Lee2Wen-Kuang Hsu3Rosa Amalia4Iwan Dewanto5Shih-Chieh Lee6PhD Program of Biotechnology and Industry, Da-Yeh UniversitySchool of Dentistry, Baiturrahmah UniversityDepartment of Food Science and Biotechnology, Da-Yeh UniversityDepartment of Food Science and Biotechnology, Da-Yeh UniversityDepartment of Preventive and Community Dentistry, Faculty of Dentistry, Universitas Gadjah MadaDepartment of Dental Public Health, School of Dentistry, University of Muhammadiyah YogyakartaDepartment of Food Science and Biotechnology, Da-Yeh UniversityAbstract 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.https://doi.org/10.1038/s41598-020-70104-z
collection DOAJ
language English
format Article
sources DOAJ
author Abu Bakar
Valendriyani Ningrum
Andy Lee
Wen-Kuang Hsu
Rosa Amalia
Iwan Dewanto
Shih-Chieh Lee
spellingShingle Abu Bakar
Valendriyani Ningrum
Andy Lee
Wen-Kuang Hsu
Rosa Amalia
Iwan Dewanto
Shih-Chieh Lee
Structural equation modelling of the complex relationship between toothache and its associated factors among Indonesian children
Scientific Reports
author_facet Abu Bakar
Valendriyani Ningrum
Andy Lee
Wen-Kuang Hsu
Rosa Amalia
Iwan Dewanto
Shih-Chieh Lee
author_sort Abu Bakar
title 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_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_sort structural equation modelling of the complex relationship between toothache and its associated factors among indonesian children
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2020-08-01
description Abstract 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.
url https://doi.org/10.1038/s41598-020-70104-z
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