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Identifying Adolescents at Highest Risk of ART Non-adherence, Using the World Health Organization-Endorsed HEADSS and HEADSS+ Checklists

Abstract:
Brief tools are necessary to identify adolescents at greatest risk for ART non-adherence. From the WHO’s HEADSS/HEADSS+ adolescent wellbeing checklists, we identify constructs strongly associated with non-adherence (validated with viral load). We conducted interviews and collected clinical records from a 3-year cohort of 1046 adolescents living with HIV from 52 South African government facilities. We used least absolute shrinkage and selection operator variable selection approach with a generalized linear mixed model. HEADSS constructs most predictive were: violence exposure (aOR 1.97, CI 1.61; 2.42, p < 0.001), depression (aOR 1.71, CI 1.42; 2.07, p < 0.001) and being sexually active (aOR 1.80, CI 1.41; 2.28, p < 0.001). Risk of non-adherence rose from 20.4% with none, to 55.6% with all three. HEADSS+ constructs were: medication side effects (aOR 2.27, CI 1.82; 2.81, p < 0.001), low social support (aOR 1.97, CI 1.60; 2.43, p < 0.001) and non-disclosure to parents (aOR 2.53, CI 1.91; 3.53, p < 0.001). Risk of non-adherence rose from 21.6% with none, to 71.8% with all three. Screening within established checklists can improve identification of adolescents needing increased support. Adolescent HIV services need to include side-effect management, violence prevention, mental health and sexual and reproductive health
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1007/s10461-023-04137-6
Publication website:
https://orca.cardiff.ac.uk/id/eprint/162008/1/HEADSS%20paper.pdf

Authors

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Institution:
University of Oxford
Role:
Author
ORCID:
0000-0002-0418-835X
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Role:
Author
ORCID:
0000-0002-0254-3397
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Institution:
University of Oxford
Role:
Author
More by this author
Role:
Author
ORCID:
0000-0002-6525-1244
More by this author
Institution:
University of Oxford
Role:
Author
ORCID:
0000-0002-3800-3173


Publisher:
Springer
Journal:
AIDS and Behavior More from this journal
Volume:
28
Issue:
1
Pages:
141-153
Publication date:
2023-08-17
DOI:
EISSN:
1573-3254
ISSN:
1090-7165


Language:
English
Keywords:
Pubs id:
1511374
Local pid:
pubs:1511374
Source identifiers:
W4385897702
Deposit date:
2026-05-12
ARK identifier:
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