Evidence map›Paper›PMID 39430703›Full record

ArticleDigital health

Feasibility and acceptability of wearable devices and daily diaries to assess sleep and other health indicators among young women in the slums of Kampala, Uganda.

Karen Nielsen, Kate Mobley, Rachel Culbreth, Jane Palmier, Anna Nabulya, Monica H Swahn

Abstract read
In one paragraph

Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

6 authors.

Karen NielsenSchool of Public Health, Georgia State University, Atlanta, GA, USA.ORCID https://orcid.org/0000-0003-3771-5272
Kate MobleySchool of Data Science and Analytics, Kennesaw State University, Kennesaw, GA, USA.
Rachel CulbrethToxicology Investigators Consortium, American College of Medical Toxicology, Phoenix, AZ, USA.
Jane PalmierWellstar College of Health and Human Services, Kennesaw State University, Kennesaw, GA, USA.
Anna NabulyaUganda Youth Development Link, Kampala, Uganda.
Monica H SwahnWellstar College of Health and Human Services, Kennesaw State University, Kennesaw, GA, USA.

Funding

TOPOWA Study: Social Drivers of Mental Illness among AGYW in Slums.R01MH128930 · NIMH · VIRGINIA COMMONWEALTH UNIVERSITY · PI Monica H Swahn · 2022 to 2026
$3.4M
NIMH NIH HHS R01 MH128930
6 · The paper itself

Abstract

Background: Individuals in Uganda's urban slums have unmet mental health needs due to limited healthcare infrastructure, poor environmental conditions, and extreme poverty. Researchers often use wearable devices to measure factors associated with mental health including sleep, physical activity, and exposure to environmental stressors. However, the use of wearables for research purposes in low-resource settings is limited. This pilot study investigated the feasibility and acceptability of wearables and accompanying daily diaries to assess sleep and other health indicators in young women living in Kampala's slums. Methods: Women ( Results: All participants responded to daily diaries. All but one reported wearing the device nonstop and 51 had recoverable heart rate data with median data coverage of 93.2%. Most devices (87.5%) recorded data for 5 days without running out of battery. Some participants (8.5%) found the wearable uncomfortable during the day, and 25% found it uncomfortable at night. Few participants (6.7%) reported feeling unsafe with the wearable, with most reports occurring prior to the availability of bracelet-like wearable covers. Conclusions: Study protocols implementing wearables and complimentary daily diaries are feasible in this urban population. However, important contextual factors including participant and researcher training and safety concerns warrant additional considerations for acceptable utilization of wearable devices for research in other low-resource settings.

Indexed as

activity trackersdiaries < personalised medicineenvironment < lifestylefeasibility studiesmental health < psychologysleep durationsleep qualitytechnology < generalUgandaWearables < personalised medicine

Identifiers

PMID39430703
PMCPMC11489944

What OpenQuestion holds

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LicenceCC BY-NC
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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.