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Record W4416953284 · doi:10.1080/26410397.2025.2597089

<i>“It was like climbing a mountain and not reaching the top”:</i> experiences of South African youth living with HIV who became parents during COVID-19 lockdowns

2025· article· en· W4416953284 on OpenAlexafffund
Lesley Gittings, Jane Kelly, Nokubonga Ralayo, Sally Medley, Jenny Chen‐Charles, Lucie Cluver, Elona Toska

Bibliographic record

VenueSexual and Reproductive Health Matters · 2025
Typearticle
Languageen
FieldHealth Professions
TopicAdolescent Sexual and Reproductive Health
Canadian institutionsChildren’s Health Research InstituteLondon Health Sciences CentreWestern University
FundersJanssen PharmaceuticalsResearch EnglandJanssen Research and DevelopmentJohn Fell Fund, University of OxfordMedical Research CouncilLeverhulme TrustEuropean Research CouncilWestern UniversityInternational AIDS SocietySocial Sciences and Humanities Research Council of CanadaUK Research and InnovationFogarty International CenterDepartment for International DevelopmentEconomic and Social Research CouncilNuffield FoundationOak Foundation
KeywordsAgency (philosophy)NarrativeReproductive healthQualitative researchHuman immunodeficiency virus (HIV)Young adultPandemicMen who have sex with menNarrative inquiry

Abstract

fetched live from OpenAlex

The COVID-19 pandemic negatively affected sexual and reproductive health and rights (SRHR) and increased unwanted pregnancies among young people, yet scant evidence documents SRH service-access trajectories and experiences of young people living with HIV during this time. We conducted a remote study, comprised of qualitative Facebook and telephonic data collection with adolescents living with HIV and young parents in South Africa (n = 41, ages 16-29) in 2020/2021. Following this, we conducted in-depth research through calls, WhatsApp and Facebook to explore narratives of two young people living with perinatally-acquired HIV who accessed SRH services and became parents during COVID-19 lockdowns. We engage a narrative approach to illustrate the trajectories of these two young people – documenting their biopsychosocial lives and experiences accessing SRH services – with attention to personal, structural and relational factors. Findings illustrate their agency while detailing gaps in provisions that significantly affected their health and well-being. This study applies practice theory, exploring how gendered, relational, social and geographic factors shaped young people’s experiences and SRH. Despite being well-acquainted with the biomedical technologies and relationships governing their care, they struggled to navigate an altered health landscape. Findings document how they were subject to narratives of individual responsibility for their SRH amidst system-level shortcomings. Results highlight significant gaps in service provision and an imperative to enhance the material conditions for young parents living with HIV in South Africa. They underscore the need for resilient, shock-responsive health and social protection systems to maintain continuous SRH services for adolescents living with HIV during crises.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.028
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0140.010
Scholarly communication0.0050.006
Open science0.0010.007
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0040.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.062
GPT teacher head0.374
Teacher spread0.312 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

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