Evidence map›Paper›PMID 40562564›Full record

ArticleBMJ open2025

Wearable device monitoring of HIV health in the face of climate change and weather exposures: protocol for a mixed-methods study.

Nour Kassem, Perla Boutros, Daniel Kwaro, Julius Muma, David Obor, Stephen Munga, Martina A Maggioni, Till Bärnighausen, Volker Franz Winkler, Sandra Barteit

Abstract read
In one paragraph

Article in BMJ open, 2025. 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

10 authors.

Nour KassemFaculty of Medicine, Universitätsklinikum Heidelberg Heidelberg Institute of Global Health, Heidelberg, Germany.ORCID http://orcid.org/0000-0003-3264-6909
Perla BoutrosFaculty of Medicine, Universitätsklinikum Heidelberg Heidelberg Institute of Global Health, Heidelberg, Germany.ORCID http://orcid.org/0000-0001-6691-7979
Daniel KwaroKenya Medical Research Institute, Nairobi, Kenya.ORCID http://orcid.org/0000-0002-0929-8072
Julius MumaKenya Medical Research Institute, Nairobi, Kenya.
David OborKenya Medical Research Institute, Nairobi, Kenya.
Stephen MungaKenya Medical Research Institute, Nairobi, Kenya.
Martina A MaggioniCharité - Universitätsmedizin Berlin, Institute of Physiology Center for Space Medicine and Extreme Environments Berlin, Berlin, Germany.ORCID http://orcid.org/0000-0002-6319-8566
Till BärnighausenUniversitätsklinikum Heidelberg Heidelberg Institute of Global Health, Heidelberg, Germany.
Volker Franz WinklerUniversitätsklinikum Heidelberg Heidelberg Institute of Global Health, Heidelberg, Germany.ORCID http://orcid.org/0000-0002-9974-1145
Sandra BarteitUniversitätsklinikum Heidelberg Heidelberg Institute of Global Health, Heidelberg, Germany barteit@uni-heidelberg.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionClimate change and HIV are interconnected epidemics that increase vulnerability in people living with HIV (PLWH), particularly in sub-Saharan Africa. Despite their public health significance, research on the synergistic effects of these epidemics on the health of PLWH is limited. The advancement of non-invasive wearable technology offers an opportunity to leverage objective health data for large-scale research, addressing this knowledge gap. This study will examine the impact of weather events on distinct health variables of PLWH within the Siaya Health and Demographic Surveillance System (HDSS) in rural Kenya. METHODS AND ANALYSIS: Over a period of 6 months, we continuously monitored health parameters of a total of 200 participants including heart rate, activity and sleep, using consumer-grade wearable devices. We will correlate these health data with real-time weather parameters (ambient temperature, wet bulb globe temperature, precipitation level) from five weather stations within the HDSS area and compare between HIV-positive participants and an HIV-negative control group. Additionally, a convergent mixed-methods approach will explore participants' perceptions of the impact of weather events on their health and personal experiences. The study aims to inform future research on the complex relationship between HIV and weather events, which are projected to increase in frequency in this region due to climate change and provide valuable insights for policymakers to develop effective measures to protect this vulnerable population amid the growing climate crisis. ETHICS AND DISSEMINATION: This study has been approved by the Research Ethics Committees at Kenya Medical Research Institute, Nairobi (approved on 23 October 2023; SERU 4826) and Heidelberg University Hospital, Germany (approved on 14 February 2023; S-824/2022). Written informed consent was obtained from all participants prior to enrolment, with data anonymised and handled according to Kenyan and German data protection regulations. Research findings will be disseminated through peer-reviewed publications and presented at scientific conferences.

Indexed as

Climate ChangeHIV InfectionsWearable Electronic DevicesWeatherAdultFemaleHeart RateHumansKenyaMaleResearch DesignClimate ChangeHealthHIV & AIDSPublic healthWearable Devices

Identifiers

PMID40562564
PMCPMC12207125

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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.