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Beyond personal factors: Multilevel determinants of childhood stunting in Indonesia
BACKGROUND: Stunting is still a major public health problem in low- and middle-income countries, including Indonesia. Previous studies have reported the complexities associated with understanding the determinants of stunting. This study aimed to examine the household-, subdistrict- and province-leve...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604318/ https://www.ncbi.nlm.nih.gov/pubmed/34797892 http://dx.doi.org/10.1371/journal.pone.0260265 |
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author | Mulyaningsih, Tri Mohanty, Itismita Widyaningsih, Vitri Gebremedhin, Tesfaye Alemayehu Miranti, Riyana Wiyono, Vincent Hadi |
author_facet | Mulyaningsih, Tri Mohanty, Itismita Widyaningsih, Vitri Gebremedhin, Tesfaye Alemayehu Miranti, Riyana Wiyono, Vincent Hadi |
author_sort | Mulyaningsih, Tri |
collection | PubMed |
description | BACKGROUND: Stunting is still a major public health problem in low- and middle-income countries, including Indonesia. Previous studies have reported the complexities associated with understanding the determinants of stunting. This study aimed to examine the household-, subdistrict- and province-level determinants of stunting in Indonesia using a multilevel hierarchical mixed effects model. METHODS: We analyzed data for 8045 children taken from the 2007 and 2014 waves of the Indonesian Family and Life Surveys (IFLS). We included individual-, family-/household- and community-level variables in the analyses. A multilevel mixed effects model was employed to take into account the hierarchical structure of the data. Moreover, the model captured the effect of unobserved household-, subdistrict- and province-level characteristics on the probability of children being stunted. RESULTS: Our findings showed that the odds of childhood stunting vary significantly not only by individual child- and household-level characteristics but also by province- and subdistrict-level characteristics. Among the child-level covariates included in our model, dietary habits, neonatal weight, a history of infection, and sex significantly affected the risk of stunting. Household wealth status and parental education are significant household-level covariates associated with a higher risk of stunting. Finally, the risk of stunting is higher for children living in communities without access to water, sanitation and hygiene. CONCLUSIONS: Stunting is associated with not only child-level characteristics but also family- and community-level characteristics. Hence, interventions to reduce stunting should also take into account family and community characteristics to achieve effective outcomes. |
format | Online Article Text |
id | pubmed-8604318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-86043182021-11-20 Beyond personal factors: Multilevel determinants of childhood stunting in Indonesia Mulyaningsih, Tri Mohanty, Itismita Widyaningsih, Vitri Gebremedhin, Tesfaye Alemayehu Miranti, Riyana Wiyono, Vincent Hadi PLoS One Research Article BACKGROUND: Stunting is still a major public health problem in low- and middle-income countries, including Indonesia. Previous studies have reported the complexities associated with understanding the determinants of stunting. This study aimed to examine the household-, subdistrict- and province-level determinants of stunting in Indonesia using a multilevel hierarchical mixed effects model. METHODS: We analyzed data for 8045 children taken from the 2007 and 2014 waves of the Indonesian Family and Life Surveys (IFLS). We included individual-, family-/household- and community-level variables in the analyses. A multilevel mixed effects model was employed to take into account the hierarchical structure of the data. Moreover, the model captured the effect of unobserved household-, subdistrict- and province-level characteristics on the probability of children being stunted. RESULTS: Our findings showed that the odds of childhood stunting vary significantly not only by individual child- and household-level characteristics but also by province- and subdistrict-level characteristics. Among the child-level covariates included in our model, dietary habits, neonatal weight, a history of infection, and sex significantly affected the risk of stunting. Household wealth status and parental education are significant household-level covariates associated with a higher risk of stunting. Finally, the risk of stunting is higher for children living in communities without access to water, sanitation and hygiene. CONCLUSIONS: Stunting is associated with not only child-level characteristics but also family- and community-level characteristics. Hence, interventions to reduce stunting should also take into account family and community characteristics to achieve effective outcomes. Public Library of Science 2021-11-19 /pmc/articles/PMC8604318/ /pubmed/34797892 http://dx.doi.org/10.1371/journal.pone.0260265 Text en © 2021 Mulyaningsih et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Mulyaningsih, Tri Mohanty, Itismita Widyaningsih, Vitri Gebremedhin, Tesfaye Alemayehu Miranti, Riyana Wiyono, Vincent Hadi Beyond personal factors: Multilevel determinants of childhood stunting in Indonesia |
title | Beyond personal factors: Multilevel determinants of childhood stunting in Indonesia |
title_full | Beyond personal factors: Multilevel determinants of childhood stunting in Indonesia |
title_fullStr | Beyond personal factors: Multilevel determinants of childhood stunting in Indonesia |
title_full_unstemmed | Beyond personal factors: Multilevel determinants of childhood stunting in Indonesia |
title_short | Beyond personal factors: Multilevel determinants of childhood stunting in Indonesia |
title_sort | beyond personal factors: multilevel determinants of childhood stunting in indonesia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604318/ https://www.ncbi.nlm.nih.gov/pubmed/34797892 http://dx.doi.org/10.1371/journal.pone.0260265 |
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