ArticleJournal of global health2022
eHealth or e-Chaos: The use of Digital Health Interventions for Health Systems Strengthening in sub-Saharan Africa over the last 10 years: A scoping review.
Article in Journal of global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 2 of them syntheses that pooled it.
What it found
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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.
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Who cites it
45 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The mHealth clinical decision-making tools for maternal and perinatal health care in Sub-Saharan Africa: A systematic review.PloS one · 2025Pooled it
- Mapping the regulatory landscape of AI in healthcare in Africa.Frontiers in pharmacology · 2023Pooled it
- Operationalizing One Digital Health and FAIR Data Principles for Disease Surveillance in a Low-Medium Income Country in Africa: Qualitative Study in the Democratic Republic of the Congo.JMIR medical informatics · 2026Article
- Digital Transformation in Health Care: Are We on the Right Track?Journal of medical Internet research · 2026Article
- Article
- The need for standardized tracking of investments in digital health.Bulletin of the World Health Organization · 2026Article
- Transitioning from paper-based to electronic health management information systems in Africa: a scoping review protocol.BMJ open · 2026Article
- Evolving roles and impacts of digital health tools in HIV prevention efforts in Africa: a scoping review protocol.BMJ open · 2026Article
- Digital Health as an Enabler of Personalized Medicine in Ghana: Gaps, Opportunities, and Future Directions.Journal of medical Internet research · 2026Article
- Modernizing Vaccination Data System: Design, Development, and Deployment of a Digital Vaccination Registry in Liberia, 2023-2025.Vaccines · 2026Article
- Organisation of health services for the delivery of primary health care in the WHO African region: a future perspective.The Lancet. Primary care · 2026Review
- How to design decision-support tools for primary healthcare using a human-centred design approach: the processes and experience of PHISICC in three Sub-Saharan countries.BMJ global health · 2026Article
- Digital health interventions in strengthening primary healthcare systems in Sub-Saharan Africa: Insights from Ethiopia, Ghana, and Zimbabwe.PLOS digital health · 2026Article
- State of Digital Health in 32 Countries of the WHO African Region: A Multi-Country Maturity Assessment with Short-Term Longitudinal Comparisons Across Leadership, Policy, and Health Systems Domains (2023 - 2025).Journal of healthcare leadership · 2026Article
- Fidelity and feasibility of a pilot implementation of adapted WHO digital interventions to scale up mental health in Nigerian primary care: A mixed-methods process evaluation.Global mental health (Cambridge, England) · 2026Article
- Digitalisation of medicine in LMICs (sub-Saharan Africa): enablers, barriers, and funding strategies for sustainable health systems.Frontiers in public health · 2026Review
- Digital health maturity models for Human Resources for Health Information Systems in low- and middle-income countries in Africa: A scoping review.Journal of public health in Africa · 2026Review
- African digital health strategic plans analysis: key weaknesses in contextualization, intervention focus, and technological foresight.NPJ digital medicine · 2025Article
- Beyond a single system: Lessons from Ghana's discontinued national EHR and the imperative for an interoperable digital health ecosystem.Ghana medical journal · 2025Article
- The Guideline Uptake in Digital Ecosystems (GUIDE) study: protocol for implementation research on the impact of WHO SMART guidelines digital adaptation kits to improve quality of care.Health research policy and systems · 2025Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Background: Digital health solutions are a potent and complementary intervention in health system strengthening to accelerate universal access to health services. Implementing scalable, sustainable, and integrated digital solutions in a coordinated manner is necessary to experience the benefits of digital interventions in health systems. We sought to establish the breadth and scope of available digital health interventions (DHIs) and their functions in sub-Saharan Africa. Methods: We conducted a scoping review according to the Joanne Briggs Institute's reviewers manual and followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses - Extension for Scoping Reviews (PRISMA-ScR) checklist and explanation. We retrieved data from the WHO Digital Health Atlas (DHA), the WHO e-Health country profiles report of 2015, and electronic databases. The protocol has been deposited in an open-source platform - the Open Science Framework at https://osf.io/5kzq7. Results: The researchers retrieved 983 digital tools used to strengthen health systems in sub-Saharan Africa over the past 10 years. We included 738 DHIs in the analysis while 245 were excluded for not meeting the inclusion criteria. We observed a disproportionate distribution of DHIs towards service delivery (81.7%, n = 603), health care providers (91.8%, n = 678), and access and use of information (84.1%, n = 621). Fifty-three percent (53.4%, n = 394) of the solutions are established and 47.5% (n = 582) were aligned to 20% (n = 5) of the system categories. Conclusions: Sub-Saharan Africa is endowed with digital health solutions in both numbers and distinct functions. It is lacking in coordination, integration, scalability, sustainability, and equitable distribution of investments in digital health. Digital health policymakers in sub-Saharan Africa need to urgently institute coordination mechanisms to terminate unending duplication and disjointed vertical implementations and manage solutions for scale. Central to this would be to build digital health leadership in countries within SSA, adopt standards and interoperability frameworks; advocate for more investments into lagging components, and promote multi-purpose solutions to halt the seeming "e-chaos" and progress to sustainable e-health solutions.
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Registered trials
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.