Evidence map›Paper›PMID 40897926›Full record

ArticleAIDS and behavior2026

HIV Knowledge, Information Sources, and Perceived Risk among Reproductive-Aged Individuals in Kisumu, Kenya: A Latent Profile Analysis.

Talia A Loeb, K Willis, M A E Roach, V Sing'oei, J Otieno, R Oyugi, J Opany, C S Polyak, T A Crowell, J Owuoth and 3 more

Abstract read
In one paragraph

Article in AIDS and behavior, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Talia A LoebDepartment of Epidemiology, Program for Implementation and Equity Research, Center for Public Health and Human Rights, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA. tloeb2@jh.edu.ORCID http://orcid.org/0000-0003-3852-0661
K WillisDepartment of Epidemiology, Program for Implementation and Equity Research, Center for Public Health and Human Rights, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
M A E RoachHJF Medical Research International, Kisumu, Kenya.
V Sing'oeiKenya Medical Research Institute, Kisumu, Kenya.
J OtienoKenya Medical Research Institute, Kisumu, Kenya.
R OyugiKenya Medical Research Institute, Kisumu, Kenya.
J OpanyU.S. Military HIV Research Program, CIDR, Walter Reed Army Institute of Research, Silver Spring, USA.
C S PolyakU.S. Military HIV Research Program, CIDR, Walter Reed Army Institute of Research, Silver Spring, USA.
T A CrowellHJF Medical Research International, Kisumu, Kenya.
J OwuothDepartment of Epidemiology, Program for Implementation and Equity Research, Center for Public Health and Human Rights, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
S BaralDepartment of International Health, Program for Implementation and Equity Research, Center for Public Health and Human Rights, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
K RucinskiDepartment of Epidemiology, Program for Implementation and Equity Research, Center for Public Health and Human Rights, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
RV393 Study Group

Funding

Vaccine Response and Immunotherapeutics SWGP30AI094189 · NIAID · JOHNS HOPKINS UNIVERSITY · PI Richard E. Chaisson · 2012 to 2026
$67.0M
Johns Hopkins HIV Epidemiology and Prevention Sciences Training ProgramT32AI102623 · NIAID · JOHNS HOPKINS UNIVERSITY · PI Shruti H Mehta · 2013 to 2026
$5.3M
Statistical Models for Estimating and Projecting HIV/AIDS EpidemicsR01AI136664 · NIAID · PENNSYLVANIA STATE UNIVERSITY, THE · PI BAO, LE · 2017 to 2021
$3.6M
Leveraging Big Data Science to Focus the HIV Response in Countries with Generalized HIV EpidemicsR01AI170249 · NIAID · JOHNS HOPKINS UNIVERSITY · PI BARAL, STEFAN DAVID · 2022 to 2025
$2.9M
Implementation Research to Optimize ART Delivery for Adolescents and Young Adults Living with HIVK01MH129226 · NIMH · JOHNS HOPKINS UNIVERSITY · PI Katherine B Rucinski · 2022 to 2026
$792k
Center for AIDS Research, Johns Hopkins University 1P30AI094189National Institute of Allergy and Infectious Diseases R01AI136664National Institute of Allergy and Infectious Diseases R01AI170249National Institute of Allergy and Infectious Diseases T32AI102623NIAID NIH HHS P30 AI094189NIAID NIH HHS R01 AI136664NIAID NIH HHS R01 AI170249NIAID NIH HHS T32 AI102623NIMH NIH HHS K01 MH129226NIMH NIH HHS K01MH129226
6 · The paper itself

Abstract

Information, education, and communication programs to improve HIV knowledge and communication skills are critical to HIV responses. It is unclear if improved HIV knowledge translates to decreased HIV acquisition risks. We identified typologies of HIV knowledge to assess the relationship with HIV risk perceptions and prevention behaviors using data from reproductive-aged adults without previously diagnosed HIV at screening for entry into the RV393 HIV incidence cohort in Kisumu County, Kenya. Staff-administered questionnaires on sociodemographic characteristics, HIV knowledge, information sources (e.g., radio, television, community, school, etc.), and prevention/risk behaviors. HIV knowledge and information source typologies were identified using latent profile analysis (LPA). Mixture modeling was used to assess the relationship between typologies and perceived risk. Prevention/risk behaviors were compared and stratified by typology and risk perception (high or low/no risk). Of 926 participants in the analyses, 46.8% were female and 58.1% had at least a secondary education. LPA fit statistics suggested a three-class model (BIC = 7738; entropy = 0.793). Differences in latent profiles were characterized by engagement in community-sourced information. Across all classes, participants with high risk perception reported significantly greater numbers of sex partners and were more likely to exchange sex compared to those reporting low/no risk. HIV testing practices and consistent condom use were similar irrespective of typology. There was alignment between risk perception and risk/prevention behaviors, but knowledge and information typologies were not significantly associated with risk perception. Building knowledge alone may not be sufficient to improve outcomes, thus necessitating structural interventions that facilitate enabling environments for prevention services.

Indexed as

Health Knowledge, Attitudes, PracticeHIV InfectionsSexual BehaviorAdolescentAdultFemaleHumansInformation SourcesKenyaLatent Class AnalysisMaleMiddle AgedRisk-TakingSurveys and QuestionnairesYoung AdultHIVHIV knowledgeHIV perceived riskLatent profile analysis

Identifiers

PMID40897926
PMCPMC12856736

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.