Skip to main content
Top
Published in: BMC Medicine 1/2021

01-12-2021 | Human Immunodeficiency Virus | Research article

Accelerating Sustainable Development Goals for South African adolescents from high HIV prevalence areas: a longitudinal path analysis

Authors: Franziska Meinck, Mark Orkin, Lucie Cluver

Published in: BMC Medicine | Issue 1/2021

Login to get access

Abstract

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.
Appendix
Available only for authorised users
Literature
2.
4.
go back to reference Ministry of Gender, Children, Disability and Social Welfare of the Republic of Malawi, United Nations Children’s Fund, The Center for Social Research at the University of Malawi, and the Centers for Disease Control and Prevention. Violence against Children and Young Women in Malawi: Findings from a National Survey, 2013. Lilongwe: Government of Malawi; 2014. Ministry of Gender, Children, Disability and Social Welfare of the Republic of Malawi, United Nations Children’s Fund, The Center for Social Research at the University of Malawi, and the Centers for Disease Control and Prevention. Violence against Children and Young Women in Malawi: Findings from a National Survey, 2013. Lilongwe: Government of Malawi; 2014.
9.
go back to reference UNDP. SDG accelerator and bottleneck assessment. New York; 2017. UNDP. SDG accelerator and bottleneck assessment. New York; 2017.
13.
go back to reference Snider L, Dawes A. Psychosocial vulnerability and resilience measures for national-level monitoring of orphans and other vulnerable children: recommendations for revision of the UNICEF Psychological Indicator. Cape Town: UNICEF; 2006. Snider L, Dawes A. Psychosocial vulnerability and resilience measures for national-level monitoring of orphans and other vulnerable children: recommendations for revision of the UNICEF Psychological Indicator. Cape Town: UNICEF; 2006.
14.
go back to reference Finkelhor D, Hamby S, Turner H, Ormrod R. The Juvenile Victimization Questionnaire: 2nd Revision (JVQ-R2). Durham, NH; 2011. Finkelhor D, Hamby S, Turner H, Ormrod R. The Juvenile Victimization Questionnaire: 2nd Revision (JVQ-R2). Durham, NH; 2011.
15.
go back to reference Weissberg R, Voyce C, Kasprow W, Arthur M, Shriver T. The Social and Health Assessment (SAHA). Chicago, Illinois; 1991. Weissberg R, Voyce C, Kasprow W, Arthur M, Shriver T. The Social and Health Assessment (SAHA). Chicago, Illinois; 1991.
17.
go back to reference Sheehan D, Shytle D, Milo K. MINI KID: Mini International Neuropsychiatric Interview for Children and Adolescents. English Version 4.0. University of South Florida, Tampa and Hopital de la Salpetriere, Paris; 2004. Sheehan D, Shytle D, Milo K. MINI KID: Mini International Neuropsychiatric Interview for Children and Adolescents. English Version 4.0. University of South Florida, Tampa and Hopital de la Salpetriere, Paris; 2004.
18.
go back to reference Unit RHR. Lovelife. The National Survey of HIV and Sexual Behaviour among Young South Africans. Johannesburg: University of Witwatersrand; 2005. Unit RHR. Lovelife. The National Survey of HIV and Sexual Behaviour among Young South Africans. Johannesburg: University of Witwatersrand; 2005.
19.
go back to reference Department of Health Medical Research Council. South Africa Demographic and Health Survey. 2007. Department of Health Medical Research Council. South Africa Demographic and Health Survey. 2007.
21.
go back to reference Lopman B, Barnabas R, Boerma T, Chawira J, Gaitskell K, Harrop T, et al. Creating and validating an algorithm to measure AIDS mortality in the adult population using verbal autopsy. Public Libr Sci Med. 2006;3:e312. Lopman B, Barnabas R, Boerma T, Chawira J, Gaitskell K, Harrop T, et al. Creating and validating an algorithm to measure AIDS mortality in the adult population using verbal autopsy. Public Libr Sci Med. 2006;3:e312.
23.
go back to reference Statistics South Africa, Statistics South A. Census 2001: Household Questionnaire. Pretoria: Statistics SA; 2001. Statistics South Africa, Statistics South A. Census 2001: Household Questionnaire. Pretoria: Statistics SA; 2001.
26.
go back to reference Brown TA. Confirmatory factor analysis for applied research. New York: Guildford Press; 2015. Brown TA. Confirmatory factor analysis for applied research. New York: Guildford Press; 2015.
38.
go back to reference Cluver L, Meinck F, Steinert JI, Shenderovich Y, Doubt J, Herrero Romero R, et al. Parenting for Lifelong Health: a pragmatic cluster randomised controlled trial of a non-commercialised parenting programme for adolescents and their families in South Africa. BMJ Glob Heal. 2018;3(1):e000539. https://doi.org/10.1136/bmjgh-2017-000539.CrossRef Cluver L, Meinck F, Steinert JI, Shenderovich Y, Doubt J, Herrero Romero R, et al. Parenting for Lifelong Health: a pragmatic cluster randomised controlled trial of a non-commercialised parenting programme for adolescents and their families in South Africa. BMJ Glob Heal. 2018;3(1):e000539. https://​doi.​org/​10.​1136/​bmjgh-2017-000539.CrossRef
39.
go back to reference Lachman JM, Wamoyi J, Spreckelsen TF, Wight D, Maganga J, Gardner F. Combining parenting and economic strengthening programmes to reduce violence againstchildren in rural Tanzania: a cluster randomised controlled trial with predominantly malecaregivers. 2020. Lachman JM, Wamoyi J, Spreckelsen TF, Wight D, Maganga J, Gardner F. Combining parenting and economic strengthening programmes to reduce violence againstchildren in rural Tanzania: a cluster randomised controlled trial with predominantly malecaregivers. 2020.
41.
go back to reference COVID-19 Parenting. COVID-19 Parenting Impact Evaluation. 2021. COVID-19 Parenting. COVID-19 Parenting Impact Evaluation. 2021.
42.
44.
go back to reference Cucchiara M, Cassar E, Clark M. ‘“I Just Need a Job!”’ Behavioral Solutions, Structural Problems, and the Hidden Curriculum of Parenting Education: https://doi.org/101177/0038040719861363. 2019;92:326–45. doi:https://doi.org/10.1177/0038040719861363. Cucchiara M, Cassar E, Clark M. ‘“I Just Need a Job!”’ Behavioral Solutions, Structural Problems, and the Hidden Curriculum of Parenting Education: https://​doi.​org/​101177/​0038040719861363​.​ 2019;92:326–45. doi:https://​doi.​org/​10.​1177/​0038040719861363​.
46.
go back to reference UNICEF-ESARO, Transfer Project. Social Cash Transfer and Children’s Outcomes: A Review of Evidence from Africa. 2015. UNICEF-ESARO, Transfer Project. Social Cash Transfer and Children’s Outcomes: A Review of Evidence from Africa. 2015.
Metadata
Title
Accelerating Sustainable Development Goals for South African adolescents from high HIV prevalence areas: a longitudinal path analysis
Authors
Franziska Meinck
Mark Orkin
Lucie Cluver
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Medicine / Issue 1/2021
Electronic ISSN: 1741-7015
DOI
https://doi.org/10.1186/s12916-021-02137-8

Other articles of this Issue 1/2021

BMC Medicine 1/2021 Go to the issue