Evidence map›Paper›PMID 40453811›Full record

ReviewFrontiers in digital health2025

Role of digital health technologies in improving health financing and universal health coverage in Sub-Saharan Africa: a comprehensive narrative review.

Olutola Vivian Awosiku, Ibrahim Nafisa Gbemisola, Oluwafiponmile Thomas Oyediran, Oluwaseyi Muyiwa Egbewande, Jibril Habibah Lami, Daniel Afolabi, Melody Okereke, Fortune Effiong

Abstract readReview
In one paragraph

Review in Frontiers in digital health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Design science research in quality improvement: Embedding rigour in digital health innovation.African journal of primary health care & family medicine · 2025
    Article
  8. Article
  9. Article
  10. 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

8 authors.

Olutola Vivian AwosikuUniversity College Hospital Ibadan, Ibadan, Nigeria.
Ibrahim Nafisa GbemisolaFaculty of Clinical Sciences, University of Ilorin, Ilorin, Nigeria.
Oluwafiponmile Thomas OyediranLadoke Akintola University of Technology, Ogbomosho, Nigeria.
Oluwaseyi Muyiwa EgbewandeFaculty of Pharmaceutical Sciences, University of Ilorin, Ilorin, Nigeria.
Jibril Habibah LamiSub-National Support Department, Nigeria Centre for Disease Control and Prevention, Abuja, Nigeria.
Daniel AfolabiDepartment of Pharmacognosy, Faculty of Pharmacy, University of Lagos, Yaba, Nigeria.
Melody OkerekeFaculty of Pharmaceutical Sciences, University of Ilorin, Ilorin, Nigeria.
Fortune EffiongUniversity of Calabar Teaching Hospital, Calabar, Nigeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Digital technologies play a key role in developing a comprehensive and resilient healthcare delivery system in many low and middle-income countries in Sub-Saharan Africa. These technologies aim not only to address the financial accessibility gap for health needs but also to enhance innovation, partnerships, data management, and performance across healthcare stakeholders. By bridging gaps in access and reducing inequities, digital health technologies have the potential to mitigate socioeconomic disparities in healthcare delivery, particularly in resource-limited settings. This paper explores existing data on health challenges, financing, and universal health coverage in sub-Saharan Africa, along with examining digital health technologies, their adoption, and implementation. Case studies from initiatives such as M-TIBA in Kenya, JAMII in Tanzania, and L'UNION TECHNIQUE DE LA MUTUALITÉ MALIENNE in Mali are presented, along with recommendations for scale-up, policy enhancement, collaboration, support, and identification of research gaps and areas for further exploration.

Indexed as

Africadigital healthfinacing strategyhealth technologiesUHC (universal health coverage)

Identifiers

PMID40453811
PMCPMC12122447

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.