Evidence map›Paper›PMID 42729374›Full record

ArticleFrontiers in digital health2026

Governance and implementation of solar-powered digital health systems in low- and middle-income countries: a mixed-methods study from Kenya and Ethiopia.

Ronald Danny Nyatuka, Mohammad Sakikhales, Pazion Cherinet, Md Shafiqur Rahman Jabin

Abstract read
In one paragraph

Article in Frontiers in digital 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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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

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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

4 authors.

Ronald Danny NyatukaSchool of Computing and Engineering Sciences (SCES), Strathmore University, Nairobi, Kenya.
Mohammad SakikhalesSchool of Computing and Engineering, University of West London, London, United Kingdom.
Pazion CherinetOrbit Health, Addis Ababa, Ethiopia.
Md Shafiqur Rahman JabinDepartment of Medicine and Optometry, Linnaeus University, Kalmar, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digital health systems are increasingly recognised as critical components of health system strengthening in low- and middle-income countries (LMICs). However, their effectiveness is often constrained by unreliable energy infrastructure, weak governance, and fragmented implementation approaches. Solar-powered digital health systems offer a promising solution, but their scalability depends on integrated governance and sustainable implementation models. Objective: This study aimed to develop a governance and implementation framework for scaling solar-powered digital health systems in LMICs, using empirical evidence from Kenya and Ethiopia. Methods: A mixed-methods study was conducted across selected rural and peri-urban health facilities in Kenya and Ethiopia. Data sources included facility-level infrastructure assessments, key informant interviews with health system stakeholders, and a multi-sectoral validation workshop. Quantitative data were analysed descriptively, while qualitative data were analysed using thematic analysis to indicate governance, coordination, and implementation dimensions. Findings were synthesised into a policy-oriented framework. Results: The study emerged from a hybrid governance model combining national-level policy oversight with decentralised implementation as critical for scalability. Cross-sector coordination, facilitated through a Joint Technical Steering Committee, emerged as essential for aligning health, energy, and information and communication technology (ICT) actors. A phased implementation pathway was developed, incorporating facility readiness assessment, system deployment, interoperability, and lifecycle-oriented maintenance supported by public-private partnerships and blended financing mechanisms. The findings highlight the importance of integrating energy infrastructure into digital health governance to ensure system functionality and sustainability. Conclusions: Solar-powered digital health systems can strengthen health service delivery in resource-constrained settings, but require coordinated governance, sustainable financing, and structured implementation strategies. The proposed framework advances an integrated energy-digital health governance nexus, offering a practical and conceptual pathway for scaling resilient digital health infrastructure in LMICs. Policymakers should prioritise cross-sector collaboration and system-level integration to move beyond pilot-driven approaches and achieve sustainable impact.

Indexed as

digital healthEthiopiagovernancehealth information systemshealth systemsimplementationKenyaLMICs

Identifiers

PMID42729374
PMCPMC13562239

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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.