Evidence map›Paper›PMID 42158543›Full record

ArticleBMJ public health2026

Transforming hypertension management with digital technology: a retrospective cohort study in four sub-Saharan African countries.

Aziz Sheikh, Oren Nyambane Ombiro, Haja Ramatulai Wurie, Florida Muro, Julien Magne, Rafael Perera-Salazar, James Odhiambo Oguta, Santigie Sesay, James Duah, Daniel Opoku and 12 more

Abstract read
In one paragraph

Article in BMJ 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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0cells of the map it votes in
0citing papers 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

22 authors.

Aziz SheikhNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
Oren Nyambane OmbiroMedtronic Labs, Nairobi, Kenya.ORCID https://orcid.org/0009-0003-4502-5877
Haja Ramatulai WurieCollege of Medicine and Allied Health Sciences, University of Sierra Leone, Freetown, Sierra Leone.ORCID https://orcid.org/0000-0002-2500-3393
Florida MuroDepartment of Community Health, Institute of Public Health, Kilimanjaro Christian Medical University College, Moshi Urban, Tanzania.ORCID https://orcid.org/0000-0002-5127-3995
Julien MagneFaculty of Medicine, University of Limoges, Limoges, France.
Rafael Perera-SalazarNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
James Odhiambo OgutaSheffield Centre for Health and Related Research, Division of Population Health, School of Medicine and Population Health, The University of Sheffield, Sheffield, UK.ORCID https://orcid.org/0000-0002-2401-9895
Santigie SesayDirectorate of Non-Communicable Diseases, Government of Sierra Leone Ministry of Health and Sanitation, Freetown, Sierra Leone.ORCID https://orcid.org/0000-0003-0899-3935
James DuahChristian Health Association of Ghana, Accra, Ghana.
Daniel OpokuDepartment of Health Care Management, Technische Universität Berlin, Berlin, Germany.ORCID https://orcid.org/0000-0002-6562-1583
Godfrey Thomas KwayChristian Social Services Commission, Tanzania, Dar es Salaam, Tanzania.
Elizabeth OnyangoDivision of Non-Communicable Diseases, Kenya Ministry of Health, Nairobi, Kenya.
Ringo Ernest MteiAfrica Healthcare Network, Dar Es Salaam, Tanzania.ORCID https://orcid.org/0009-0009-8875-6569
Yvette KisakaDivision of Non-Communicable Diseases, Kenya Ministry of Health, Nairobi, Kenya.ORCID https://orcid.org/0000-0002-9034-5509
Anne StakeMedtronic Labs, Nairobi, Kenya.ORCID https://orcid.org/0009-0003-6909-0614
Jacob Musili MasaiMedtronic Labs, Nairobi, Kenya.ORCID https://orcid.org/0009-0009-6931-7747
Xiaoxi SunMedtronic Inc, Minneapolis, Minnesota, USA.ORCID https://orcid.org/0009-0002-2478-9889
Sharonmercy OkemwaJalorche Consulting, Nairobi, Kenya.ORCID https://orcid.org/0000-0001-5939-3839
Tahir BockarieUniversity of Warwick Medical School, Coventry, UK.
Eric AngulaMedtronic Labs, Nairobi, Kenya.ORCID https://orcid.org/0009-0005-7960-9306
Jesse NjunguruMedtronic Labs, Nairobi, Kenya.ORCID https://orcid.org/0009-0006-8130-3872
Gladwell GathechaDivision of Non-Communicable Diseases, Kenya Ministry of Health, Nairobi, Kenya.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: A chronic disease management programme anchored on a digital platform was scaled in Ghana, Kenya, Sierra Leone and Tanzania following successful pilot studies. We investigated blood pressure (BP) changes and their associated factors among patients with hypertension. Methods: In this retrospective cohort study, the primary outcome was the relative reduction in BP and an absolute reduction in systolic BP (SBP) of >5 mm Hg at 6 (±2) months post-enrolment. We used the paired t-test, McNemar's test and multivariable logistic regression to compare changes in mean SBP, compare changes in proportions and examine the association between patient characteristics and achieving >5 mm Hg SBP reduction, respectively. Results: As of May 2024, 131 912 patients with hypertension had completed at least 6 months of the programme. The study cohort included 63 003 (48%) patients with documented enrolment and 6-month BP measurements. The mean age was 60.8 years (SD: 13.1) and 74.7% were female. Mean SBP and diastolic BP decreased by 8.3 mm Hg (95% CI -8.5 to -8.1; p Conclusion: Significant BP improvements were observed under routine programme conditions among patients with 6-month documented measurements. Despite limitations in causal inference owing to the lack of a control arm and the high proportion of patients without a documented follow-up BP, the findings highlight the potential real-world value of digital-enabled community-based and decentralised care in hypertension management.

Indexed as

Cardiovascular DiseasesCommunity HealthDigital HealthDigital TechnologyPopulation Surveillance

Identifiers

PMID42158543
PMCPMC13182473

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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.