Evidence map›Paper›PMID 36925782›Full record

ArticleFrontiers in health services2022

Digital health systems strengthening in Africa for rapid response to COVID-19.

Tobias F Rinke de Wit, Wendy Janssens, Maxwell Antwi, Emmanuel Milimo, Nick Mutegi, Heri Marwa, Njide Ndili, Wasunna Owino, Emma Waiyaiya, Diana C Garcia Rojas and 11 more

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Article in Frontiers in health services, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

20 citing papers in PubMed.

  1. Article
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  4. Awareness of human metapneumovirus (hMPV) among healthcare professionals in Libya.The Journal of the Egyptian Public Health Association · 2026
    Article
  5. Article
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  10. Advance Warning and Response Systems in Kenya: A Scoping Review.medRxiv : the preprint server for health sciences · 2025
    Article
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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

21 authors.

Tobias F Rinke de WitPharmAccess Foundation, Amsterdam, Netherlands.
Wendy JanssensAmsterdam Institute for Global Health and Development (AIGHD), Amsterdam, Netherlands.
Maxwell AntwiPharmAccess Foundation, Accra, Ghana.
Emmanuel MilimoPharmAccess Foundation, Kisumu, Kenya.
Nick MutegiMedical Credit Fund, Nairobi, Kenya.
Heri MarwaPharmAccess Foundation, Dar es Salaam, Tanzania.
Njide NdiliPharmAccess Foundation, Lagos, Nigeria.
Wasunna OwinoPharmAccess Foundation, Nairobi, Kenya.
Emma WaiyaiyaPharmAccess Foundation, Nairobi, Kenya.
Diana C Garcia RojasSchool of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam, Netherlands.
Monique DolfingPharmAccess Foundation, Amsterdam, Netherlands.
Aafke de GraaffPharmAccess Foundation, Amsterdam, Netherlands.
Ruan SwanepoelMedical Credit Fund, Amsterdam, Netherlands.
Mark H van der GraafPharmAccess Foundation, Amsterdam, Netherlands.
Dorien MulderMedical Credit Fund, Amsterdam, Netherlands.
Teresa De SanctisPharmAccess Foundation, Amsterdam, Netherlands.
Santa KratulePharmAccess Foundation, Amsterdam, Netherlands.
Cem KoyuncuPharmAccess Foundation, Amsterdam, Netherlands.
Khama RogoAfrican Institute for Health Transformation, Luanda, Kenya.
Gloria P Gómez-PérezPharmAccess Foundation, Amsterdam, Netherlands.
Nicole SpiekerPharmAccess Foundation, Amsterdam, Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The COVID-19 pandemic has painfully exposed the constraints of fragile health systems in low- and middle-income countries, where global containment measures largely set by high-income countries resulted in disproportionate collateral damage. In Africa, a shift is urgently needed from emergency response to structural health systems strengthening efforts, which requires coordinated interventions to increase access, efficiency, quality, transparency, equity, and flexibility of health services. We postulate that rapid digitalization of health interventions is a key way forward to increase resilience of African health systems to epidemic challenges. In this paper we describe how PharmAccess' ongoing digital health system interventions in Africa were rapidly customized to respond to COVID-19. We describe how we developed: a COVID-19 App for healthcare providers used by more than 1,000 healthcare facilities in 15 African countries from May-November 2020; digital loans to support private healthcare providers with USD 20 million disbursed to healthcare facilities impacted by COVID-19 in Kenya; a customized Dutch mobile COVID-19 triage App with 4,500 users in Ghana; digital diaries to track COVID-19 impacts on household expenditures and healthcare utilization; a public-private partnership for real-time assessment of COVID-19 diagnostics in West-Kenya; and an expanded mobile phone-based maternal and child-care bundle to include COVID-19 adapted services. We also discuss the challenges we faced, the lessons learned, the impact of these interventions on the local healthcare system, and the implications of our findings for policy-making. Digital interventions bring efficiency due to their flexibility and timeliness, allowing co-creation, targeting, and rapid policy decisions through bottom-up approaches. COVID-19 digital innovations allowed for cross-pollinating the interests of patients, providers, payers, and policy-makers in challenging times, showing how such approaches can pave the way to universal health coverage and resilient healthcare systems in Africa.

Indexed as

AfricaCOVID-19digitalepidemic preparednesshealth systems

Identifiers

PMID36925782
PMCPMC10012758

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Registered trials

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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.