Contextually Sensitive Polyvictimization Profiles and Physical and Mental Health Outcomes among South African Adolescents from Low-Resource Communities: An Extended Latent Class Analysis
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Published:2024-07-22
Issue:5
Volume:17
Page:2069-2097
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ISSN:1874-897X
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Container-title:Child Indicators Research
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language:en
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Short-container-title:Child Ind Res
Author:
Franchino-Olsen HannabethORCID, Spreckelsen TheesORCID, Orkin MarkORCID, Meinck FranziskaORCID
Abstract
AbstractAdolescents in South Africa may experience violence victimizations in many forms (abuse, bullying, assault) and across many contexts (home, school, community). Polyvictimization is a valuable framework to examine the diversity of violence in adolescents’ lives, particularly when employed alongside person-centered methods such as latent class analysis. This study builds on previous work examining contextually sensitive patterns of polyvictimization among South African adolescents and uses longitudinal Young Carers data (n = 3401) from highly-deprived, low-resource settings to investigate the associations between latent class polyvictimization profiles and physical and mental health outcomes using the Bolck–Croon–Hagenaars (BCH) method. Key results found that adolescents who experienced high polyvictimization alongside contextual factors (poverty, disability, etc.) had greater odds of suicidality and higher scores for depression and anxiety measures than their peers who experienced moderate or low polyvictimization. These outcomes were often worse within the high polyvictimization classes for those participants experiencing burdens of HIV/AIDS and disability. Results were mixed for the physical health outcomes (chronic health condition; recent poor health) and when distinguishing between the moderate and low polyvictimization classes, as some classes characterized by decreased polyvictimization had worse health outcomes. These findings highlight the need to consider polyvictimization as a relevant health risk and contextual factor when addressing the health and well-being needs of South African adolescents. Health programming and policy efforts should seek to screen for and address the causes of and distress from polyvictimization when targeting adolescents and provide a cohesive response to the adolescent violence and health burdens in low-resource communities.
Funder
Economic and Social Research Council National Research Foundation Department of Social Development of South Africa Claude Leon Foundation Nuffield Foundation Health Economics and HIV/AIDS Research Division at the University of KwaZulu-Natal John Fell Fund, University of Oxford University of Oxford Impact Acceleration Account Leverhulme Trust
Publisher
Springer Science and Business Media LLC
Reference74 articles.
1. Adams, Z. W., Moreland, A., Cohen, J. R., Lee, R. C., Hanson, R. F., Danielson, C. K., Self-Brown, S., & Briggs, E. C. (2016). Polyvictimization: Latent profiles and mental health outcomes in a clinical sample of adolescents. Psychology of Violence, 6(1), 145–155. https://doi.org/10.1037/a0039713 2. Alexander, A. A., McCallum, K. E., & Thompson, K. R. (2021). Poly-victimization among adolescents adjudicated for illegal sexual behavior: A latent class analysis. Journal of Aggression, Maltreatment & Trauma, 30(3), 347–367. https://doi.org/10.1080/10926771.2020.1774692 3. Asparouhov, T., & Muthen, B. (2021). Auxiliary variables in mixture modeling: Using the BCH method in Mplus to estimate a distal outcome model and an arbitrary secondary model. Mplus Web Notes, 21. https://www.statmodel.com/examples/webnotes/webnote21.pdf 4. Baker, P. A. (2010). From apartheid to neoliberalism: Health equity in post-apartheid South Africa. International Journal of Health Services, 40(1), 79–95. https://doi.org/10.2190/HS.40.1.e 5. Bell, G. J., Ncayiyana, J., Sholomon, A., Goel, V., Zuma, K., & Emch, M. (2022). Race, place, and HIV: The legacies of apartheid and racist policy in South Africa. Social Science & Medicine, 296, 114755. https://doi.org/10.1016/j.socscimed.2022.114755
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