Evidence map›Paper›PMID 41526024›Full record

ArticleBMJ open2026

Climate change, transactional sex, HIV/AIDS and sustainable livelihoods among fishing communities around Lake Victoria: a scoping review protocol.

Lawrence P O Were, Olivia N Kachingwe, Taylor Goldman, Yaxiong Ma, Fonda J Awuor, Chrispine Nyamweya, John Okechi, Les Kaufman, Sucharita Gopal

Abstract read
In one paragraph

Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Lawrence P O WereHealth Sciences & Global Health, Boston University, Boston, Massachusetts, USA werelpo@bu.edu.ORCID http://orcid.org/0000-0003-1347-3686
Olivia N KachingweDepartment of Social and Behavioral Sciences, Yale University, New Haven, Connecticut, USA.
Taylor GoldmanEpidemiology, Boston University School of Public Health, Boston, Massachusetts, USA.
Yaxiong MaDepartment of Health Sciences: Sargent College, Boston University, Boston, Massachusetts, USA.
Fonda J AwuorKenya Marine and Fisheries Research Institute, Mombasa, Kenya.
Chrispine NyamweyaKenya Marine and Fisheries Research Institute, Mombasa, Kenya.
John OkechiMarine Biology Program, Department of Biology, Boston University Arts & Sciences, Boston, Massachusetts, USA.
Les KaufmanMarine Biology Program, Department of Biology, Boston University Arts & Sciences, Boston, Massachusetts, USA.
Sucharita GopalDepartment of Earth and Environment, Boston University, Boston, Massachusetts, USA.

Funding

Institutional Career DevelopmentKL2TR001411 · NCATS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI MORONE, NATALIA E. · 2015 to 2024
$5.9M
NCATS NIH HHS KL2 TR001411
6 · The paper itself

Abstract

backgroundThe objective of this scoping review is to map out what has been published in the scientific literature on the relationship between climate change-related events and how these overlap with associated changes in resource availability, transactional sex and HIV incidence and prevalence, within fishing communities in the Lake Victoria basin. This objective is informed by the fact that climate change and the associated natural resource strains in the Lake Victoria region have exacerbated existing inequities within fishing communities. Vulnerable populations, especially women, engage in strategies such as transactional sex to cope with the uncertainty of natural resource-dependent livelihoods. This practice greatly increases women's risk of contracting HIV in this region, with prevalence rates four to five times the national averages. This scoping review will thus show how the existing empirical literature reports on climate change, transformation in natural resources and livelihoods, and transactional sex and HIV in the Lake Victoria region.

methodsStudies that meet the following inclusion criteria will be included: align with at least two of the major concepts of interest, including climate change, transactional sex, HIV/AIDS, Lake Victoria Basin and/or empirical studies; are published in English and after 2012; and focus on the Lake Victoria basin. The scoping review will be guided by the JBI Manual for Evidence Synthesis: Scoping Reviews, supported by the standard principles of Arksey and O'Malley. The specific search strategies to be implemented were developed with guidance from an experienced research librarian to align with the inclusion criteria. The search will be conducted in relevant global databases, with two reviewers screening the results and extracting relevant data points. Finally, results will be reported using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews flow diagram, and summarised in figures, tables and text. DISCUSSION: The scoping review is designed to comprehensively scope the existing literature and document the coverage of linkages between transactional sex, HIV/AIDS and sustainable livelihoods in the context of climate change with a view to informing health systems responses to human health specific to the HIV epidemic. SCOPING REVIEW REGISTRATION: The proposed scoping review is registered with the Open Science Foundation (OSF), registration number:https://doi.org/10.17605/OSF.IO/9DTW4.

Indexed as

Climate ChangeHIV InfectionsSex WorkFemaleFisheriesHumansLakesMaleResearch DesignScoping Reviews as TopicVictoriaClimate ChangeHIV & AIDSPUBLIC HEALTHSexually Transmitted Disease

Identifiers

PMID41526024
PMCPMC12815057

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.