Evidence map›Paper›PMID 41668167›Full record

ArticleBMC global and public health2026

Feasibility, acceptability and validity of electronic adherence monitoring among adolescents in Zimbabwe: a mixed methods study.

Nyasha V Dzavakwa, Constance Rs Mackworth-Young, Palwasha Y Khan, Hilda A Mujuru, Mazvita Paradza, Marshall T Chiwodza, Panashe Bluck, Nicol Redzo, Tsitsi Bandason, Katharina Kranzer and 2 more

Abstract read
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Article in BMC global and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

12 authors.

Nyasha V DzavakwaBiomedical Research and Training Institute, 10 Seagrave Road, Avondale, Harare, Zimbabwe. nyasha.dzavakwa@lshtm.ac.uk.
Constance Rs Mackworth-YoungBiomedical Research and Training Institute, 10 Seagrave Road, Avondale, Harare, Zimbabwe.
Palwasha Y KhanClinical Research Department, London School of Hygiene and Tropical Medicine, London, UK.
Hilda A MujuruDepartment of Child, Adolescent and Women's Health, University of Zimbabwe, Harare, Zimbabwe.
Mazvita ParadzaBiomedical Research and Training Institute, 10 Seagrave Road, Avondale, Harare, Zimbabwe.
Marshall T ChiwodzaBiomedical Research and Training Institute, 10 Seagrave Road, Avondale, Harare, Zimbabwe.
Panashe BluckBiomedical Research and Training Institute, 10 Seagrave Road, Avondale, Harare, Zimbabwe.
Nicol RedzoBiomedical Research and Training Institute, 10 Seagrave Road, Avondale, Harare, Zimbabwe.
Tsitsi BandasonBiomedical Research and Training Institute, 10 Seagrave Road, Avondale, Harare, Zimbabwe.
Katharina KranzerBiomedical Research and Training Institute, 10 Seagrave Road, Avondale, Harare, Zimbabwe.
Rashida A FerrandBiomedical Research and Training Institute, 10 Seagrave Road, Avondale, Harare, Zimbabwe.
Victoria SimmsBiomedical Research and Training Institute, 10 Seagrave Road, Avondale, Harare, Zimbabwe.

Funding

European and Developing Countries Clinical Trials Partnership RIA2018CO-2512
6 · The paper itself

Abstract

backgroundElectronic monitoring devices (EMDs) may provide an objective method for assessing medication adherence. However, evidence on their validity compared to other adherence measures, their functional feasibility, and their acceptability, especially among adolescents, remains limited. Adolescents face multifaceted adherence challenges, yet there is a lack of evidence to inform the use of digital tools for adherence monitoring and support in this age group, particularly in low-income settings. We assessed feasibility, acceptability, and validity of an EMD among adolescents enrolled in the multi-country clinical trial VITALITY.

methodsAn explanatory sequential mixed methods study was embedded within the Zimbabwean site of the VITALITY trial, a randomised controlled trial evaluating weekly vitamin D supplementation on bone health in adolescents living with HIV. A random sample of 97 participants (aged 11-19 years) was provided an EMD for 24 weeks to monitor adherence to vitamin D or placebo. Validity was assessed by correlating EMD-measured adherence with serum vitamin D levels. Feasibility of the EMD was investigated through records of battery duration, network connectivity, and EMD malfunction. Seventeen participants were purposively selected for qualitative exit interviews to explore acceptability and reasons for discordance between adherence measured through the EMD and pill count.

resultsNinety-seven participants, median age 16.7 (interquartile range13.5, 18.7) years, 50 (51.5%) female were provided with the EMD for a median of 24 (range 22-25) weeks. There was a strong positive correlation between EMD-measured adherence and week-48 vitamin D levels (β = 0.63, 95% CI: 0.42-0.85; R

conclusionsThis study demonstrates that EMDs are valid, feasible, and acceptable tools for monitoring adherence among adolescents in low-income settings. These findings support the potential for broader use of EMDs to promote and monitor adherence to long-term treatments in adolescents beyond research settings.

trial registrationPan African Clinical Trials Registry (PACTR), PACTR202009897660297 .

Indexed as

AcceptabilityAdherence-monitoringAdolescentsElectronic monitoring devicesFeasibilityValidity

Identifiers

PMID41668167
PMCPMC12892711

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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.