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Record W4415615899 · doi:10.1186/s12939-025-02662-5

Social processes and engagement along the HIV care continuum: a mixed methods exploratory study with diverse African American/Black and Latine emerging adults living with HIV

2025· article· en· W4415615899 on OpenAlexfundno aff
Leo Wilton, Marya Gwadz, Charles M. Cleland, Michelle R. Munson, Stephanie Campos, Khadija Israel, Maria Medvedchikova, Nisha Beharie, Corey Rosmarin-DeStefano, Dawa Sherpa, S. Serrano

Bibliographic record

VenueInternational Journal for Equity in Health · 2025
Typearticle
Languageen
FieldMedicine
TopicHIV/AIDS Research and Interventions
Canadian institutionsnot available
FundersNational Institute on Drug AbuseNational Institutes of HealthYork UniversityCenter for Drug Use and HIV Research
KeywordsQualitative researchExploratory researchPublic healthSocial supportHealth services researchSocial policyQualitative propertyLogistic regressionOddsCohort study

Abstract

fetched live from OpenAlex

BACKGROUND: Racial/ethnic and age-related disparities in HIV care continuum engagement are serious in the US. American/Black and Latine (AABL) young/emerging adults living with HIV have the lowest rates of engagement, but aspects of their experiences and some subpopulations are understudied. The present study is grounded in social action theory and uses a sequential explanatory mixed methods design to explore social interaction processes (e.g., social networks, trust), and their relationships to HIV management, in a diverse cohort including those with non-suppressed HIV viral load. METHODS: Participants engaged in baseline assessments (N = 271). A subset (N = 62) was purposively sampled for maximum variability for qualitative interviews. Quantitative data were analyzed with descriptive statistics and logistic regression. The primary outcomes were engagement in HIV care and viral suppression. Quantitative results were used to develop qualitative research questions, and qualitative data were analyzed with directed content analysis. Joint display methods were used to integrate results. RESULTS: On average, participants were 25 years old (SD = 2). The majority (59%) were Latine/Hispanic, 41% were African American/Black. Nearly all were male (96%) and sexual minorities (93%). Nearly half (49.1%) were born outside the US/Puerto Rico. Most were well-engaged in care (72%) and virally suppressed (81%). The proportion of network members who used illicit drugs reduced the odds of being well-engaged in HIV care (OR = 0.38; p = 0.014) and suppression (OR = 0.32; p = 0.009) at the bivariate level. Satisfaction with HIV care (OR = 1.18; p = 0.016) and trust in providers (OR = 1.04; p = 0.045) increased the odds of viral suppression. In qualitative results we found social networks were vital to well-being, but, like participants, located in strained socioeconomic circumstances. In this context, we organized results into five themes: (1) social losses were disruptive to HIV management; (2) service settings and care providers were important network members; (3) family disapproval of sexual/gender minority status had negative effects; (4) immigrant participants were highly reliant on service settings; and (5) networks influenced participants’ drug use and their drug use also reduced the size and changed the composition of networks. CONCLUSIONS: The present study advances knowledge on social interaction processes among diverse AABL young/emerging adults living with HIV, and highlights points of intervention.

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)0.009
metaresearch head score (Gemma)0.007
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 score0.012
Threshold uncertainty score0.049

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0080.002
Scholarly communication0.0030.003
Open science0.0020.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.076
GPT teacher head0.490
Teacher spread0.415 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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