Evidence map›Paper›PMID 41481760›Full record

ArticlePLOS digital health2026

Digital health interventions in strengthening primary healthcare systems in Sub-Saharan Africa: Insights from Ethiopia, Ghana, and Zimbabwe.

Tungamirirai Simbini, Emma Adimado, Samuel Adjorlolo, Lorena Guerrero-Torres, Prashanth Srinivas, Simukai Zizhou, Taddese Zerfu

Abstract read
In one paragraph

Article in PLOS digital health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Article
  3. From Integrated Care to Learning Systems.Healthcare (Basel, Switzerland) · 2026
    Review
  4. Article
  5. Article
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

7 authors.

Tungamirirai SimbiniFaculty of Medicine and Health Sciences, University of Zimbabwe P.O.Box A178 Avondale, Harare, Zimbabwe.ORCID https://orcid.org/0000-0003-4079-3052
Emma AdimadoGhana Health Service, Private Mail Bag, Ministries, Accra, Ghana.
Samuel AdjorloloDepartment of Mental Health, School of Nursing and Midwifery, University of Ghana, Accra, Ghana.
Lorena Guerrero-TorresAlliance for Health Policy and Systems Research, World Health Organization, Geneva, Switzerland.ORCID https://orcid.org/0000-0002-8168-3813
Prashanth SrinivasCenter for Health Systems, Institute of Public Health Bengaluru, Bengaluru, India.
Simukai ZizhouMinistry of Child Care, Causeway, Harare, Zimbabwe.
Taddese ZerfuInternational Food Policy Institute (IFPRI), Addis Ababa, Ethiopia.

Funding

World Health Organization 001
6 · The paper itself

Abstract

Digital Health Interventions (DHIs) refer to discrete technological functionalities designed to achieve specific objectives in addressing health system challenges. These interventions are considered tools for strengthening health systems, particularly in low- and middle-income countries. This study consolidates findings from Ethiopia, Ghana, and Zimbabwe, examining how three distinct digital health applications with varying intervention components implemented in primary healthcare settings contribute to health system strengthening. The interventions analyzed include Ethiopia's District Health Information System 2 (DHIS2), Ghana's District Health Information Management System (DHIMS) and the Lightwave Health Information Management System (LHIMS), and Zimbabwe's Impilo Electronic Health Record (E-HR) system. In Ethiopia, DHIS2 enhanced health system accountability and data quality by streamlining district-level data aggregation, reporting, and performance monitoring. This led to more informed decision-making and improved resource distribution. In Ghana, DHIMSs functions as a public health-level DHI, facilitating national data-driven performance monitoring, while LHIMS operates at the patient level, supporting patient tracking and management, improving patient workflows and resource tracking. However, a lack of interoperability between these two systems has led to data duplication challenges. Zimbabwe's Impilo E-HR, a patient-level DHI, has streamlined clinical workflows, improved information sharing, and enhanced decision-making at the point of care. Despite these successes, challenges persist across the three contexts: infrastructure limitations, high staff turnover, and insufficient user technical capacity. Interoperability issues, particularly in Ghana and Ethiopia, hinder seamless data exchange, while sustainability concerns such as funding gaps and inadequate government support undermine the systems' full potential. The study findings demonstrate that investments in DHIs in primary healthcare may not result in health systems strengthening without addressing baseline conditions for their implementation and sustainability.

Identifiers

PMID41481760
PMCPMC12758792

What OpenQuestion holds

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LicenceCC BY
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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.