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Accelerating Sustainable Development Goals for South African adolescents from high HIV prevalence areas: a longitudinal path analysis
BACKGROUND: Adolescents experience a multitude of vulnerabilities which need to be addressed in order to achieve the Sustainable Development Goals (SDGs). In sub-Saharan Africa, adolescents experience high burden of HIV, violence exposure, poverty, and poor mental and physical health. This study aim...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8580740/ https://www.ncbi.nlm.nih.gov/pubmed/34758838 http://dx.doi.org/10.1186/s12916-021-02137-8 |
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author | Meinck, Franziska Orkin, Mark Cluver, Lucie |
author_facet | Meinck, Franziska Orkin, Mark Cluver, Lucie |
author_sort | Meinck, Franziska |
collection | PubMed |
description | BACKGROUND: Adolescents experience a multitude of vulnerabilities which need to be addressed in order to achieve the Sustainable Development Goals (SDGs). In sub-Saharan Africa, adolescents experience high burden of HIV, violence exposure, poverty, and poor mental and physical health. This study aimed to identify interventions and circumstances associated with three or more targets (“accelerators”) within multiple SDGs relating to HIV-affected adolescents and examine cumulative effects on outcomes. METHODS: Prospective longitudinal data from 3401 adolescents from randomly selected census enumeration areas in two provinces with > 30% HIV prevalence carried out in 2010/11 and 2011/12 were used to examine six hypothesized accelerators (positive parenting, parental monitoring, free schooling, teacher support, food sufficiency and HIV-negative/asymptomatic caregiver) targeting twelve outcomes across four SDGs, using a multivariate (multiple outcome) path model with correlated outcomes controlling for outcome at baseline and socio-demographics. The study corrected for multiple-hypothesis testing and tested measurement invariance across sex. Percentage predicted probabilities of occurrence of the outcome in the presence of the significant accelerators were also calculated. RESULTS: Sample mean age was 13.7 years at baseline, 56.6% were female. Positive parenting, parental monitoring, food sufficiency and AIDS-free caregiver were variously associated with reductions on ten outcomes. The model was gender invariant. AIDS-free caregiver was associated with the largest reductions. Combinations of accelerators resulted in a percentage reduction of risk of up to 40%. CONCLUSION: Positive parenting, parental monitoring, food sufficiency and AIDS-free caregivers by themselves and in combination improve adolescent outcomes across ten SDG targets. These could translate to the corresponding real-world interventions parenting programmes, cash transfers and universal access to antiretroviral treatment, which when provided together, may help governments in sub-Saharan Africa more economically to reach their SDG targets. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-02137-8. |
format | Online Article Text |
id | pubmed-8580740 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85807402021-11-12 Accelerating Sustainable Development Goals for South African adolescents from high HIV prevalence areas: a longitudinal path analysis Meinck, Franziska Orkin, Mark Cluver, Lucie BMC Med Research Article BACKGROUND: Adolescents experience a multitude of vulnerabilities which need to be addressed in order to achieve the Sustainable Development Goals (SDGs). In sub-Saharan Africa, adolescents experience high burden of HIV, violence exposure, poverty, and poor mental and physical health. This study aimed to identify interventions and circumstances associated with three or more targets (“accelerators”) within multiple SDGs relating to HIV-affected adolescents and examine cumulative effects on outcomes. METHODS: Prospective longitudinal data from 3401 adolescents from randomly selected census enumeration areas in two provinces with > 30% HIV prevalence carried out in 2010/11 and 2011/12 were used to examine six hypothesized accelerators (positive parenting, parental monitoring, free schooling, teacher support, food sufficiency and HIV-negative/asymptomatic caregiver) targeting twelve outcomes across four SDGs, using a multivariate (multiple outcome) path model with correlated outcomes controlling for outcome at baseline and socio-demographics. The study corrected for multiple-hypothesis testing and tested measurement invariance across sex. Percentage predicted probabilities of occurrence of the outcome in the presence of the significant accelerators were also calculated. RESULTS: Sample mean age was 13.7 years at baseline, 56.6% were female. Positive parenting, parental monitoring, food sufficiency and AIDS-free caregiver were variously associated with reductions on ten outcomes. The model was gender invariant. AIDS-free caregiver was associated with the largest reductions. Combinations of accelerators resulted in a percentage reduction of risk of up to 40%. CONCLUSION: Positive parenting, parental monitoring, food sufficiency and AIDS-free caregivers by themselves and in combination improve adolescent outcomes across ten SDG targets. These could translate to the corresponding real-world interventions parenting programmes, cash transfers and universal access to antiretroviral treatment, which when provided together, may help governments in sub-Saharan Africa more economically to reach their SDG targets. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-021-02137-8. BioMed Central 2021-11-11 /pmc/articles/PMC8580740/ /pubmed/34758838 http://dx.doi.org/10.1186/s12916-021-02137-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Meinck, Franziska Orkin, Mark Cluver, Lucie Accelerating Sustainable Development Goals for South African adolescents from high HIV prevalence areas: a longitudinal path analysis |
title | Accelerating Sustainable Development Goals for South African adolescents from high HIV prevalence areas: a longitudinal path analysis |
title_full | Accelerating Sustainable Development Goals for South African adolescents from high HIV prevalence areas: a longitudinal path analysis |
title_fullStr | Accelerating Sustainable Development Goals for South African adolescents from high HIV prevalence areas: a longitudinal path analysis |
title_full_unstemmed | Accelerating Sustainable Development Goals for South African adolescents from high HIV prevalence areas: a longitudinal path analysis |
title_short | Accelerating Sustainable Development Goals for South African adolescents from high HIV prevalence areas: a longitudinal path analysis |
title_sort | accelerating sustainable development goals for south african adolescents from high hiv prevalence areas: a longitudinal path analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8580740/ https://www.ncbi.nlm.nih.gov/pubmed/34758838 http://dx.doi.org/10.1186/s12916-021-02137-8 |
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