ArticleBMC medical informatics and decision making2020
Digital health Systems in Kenyan Public Hospitals: a mixed-methods survey.
Article in BMC medical informatics and decision making, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 5 of them syntheses that pooled it.
What it found
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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.
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.
Who cites it
34 citing papers in PubMed, 5 syntheses or guidelines pooled it, 81 citations in OpenAlex.
- Barriers and facilitators to the implementation of integrated disease surveillance and response (IDSR) in Africa: a systematic review using the consolidated framework for implementation research (CFIR).Frontiers in public health · 2026Pooled it
- 25 Years of Digital Health Toward Universal Health Coverage in Low- and Middle-Income Countries: Rapid Systematic Review.Journal of medical Internet research · 2025Pooled it
- Challenges and Opportunities for Data Sharing Related to Artificial Intelligence Tools in Health Care in Low- and Middle-Income Countries: Systematic Review and Case Study From Thailand.Journal of medical Internet research · 2025Pooled it
- Sociodemographic inequalities in the uptake of prenatal HIV testing in Ethiopia: Systematic review and meta-analysis.PloS one · 2024Pooled it
- Adoption of electronic health record systems to enhance the quality of healthcare in low-income countries: a systematic review.BMJ health & care informatics · 2023Pooled it
- Bridging the data-power paradox: a conceptual-empirical analysis of solar-powered digital health systems in low-resource settings.Frontiers in digital health · 2026Article
- Assessing the feasibility of solar-powered digital health infrastructure in rural and peri-urban Kenya: a mixed-methods study.Frontiers in digital health · 2026Article
- Using a novel hybrid AI-based paper-to-digital pipeline for extracting patient-level clinical data from routine hospital records in Kenya: a retrospective multicentre study.BMJ digital health & AI · 2026Article
- Analysis of anatomic pathology and laboratory medicine diagnostic services and infrastructure available at a sample of institutions in Kenya.American journal of clinical pathology · 2025Article
- Status of Digital Health Technology Adoption in 5 Vietnamese Hospitals: Cross-Sectional Assessment.JMIR formative research · 2025Article
- Health commodity management information system (Dagu-2 Software) implementation status in public health facilities of South-western Oromia, Ethiopia: a mixed method study.BMC health services research · 2025Article
- Strengthening health information systems and inherent statistical outputs for improved malaria control and interventions in western Kenya.Frontiers in epidemiology · 2025Review
- Analysing dengue fever spread in Kenya using the Zero-Inflated Poisson model.Journal of public health in Africa · 2025Article
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- Consequences of the hospital nursing research culture: Perspective of staff nurses.International journal of nursing sciences · 2024Article
- Implementing Clinical Information Systems in Sub-Saharan Africa: Report and Lessons Learned From the MatLook Project in Cameroon.JMIR medical informatics · 2023Article
- The Global Health Informatics landscape and JAMIA.Journal of the American Medical Informatics Association : JAMIA · 2023Review
- Regular measurement is essential but insufficient to improve quality of healthcare.BMJ (Clinical research ed.) · 2023Article
- Utilizing technology: A cross-sectional study on ICT in healthcare in Kericho County, Kenya.Frontiers in health informatics · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 4 countries.
Funding
Abstract
backgroundAs healthcare facilities in Low- and Middle-Income Countries adopt digital health systems to improve hospital administration and patient care, it is important to understand the adoption process and assess the systems' capabilities. This survey aimed to provide decision-makers with information on the digital health systems landscape and to support the rapidly developing digital health community in Kenya and the region by sharing knowledge.
methodsWe conducted a survey of County Health Records Information Officers (CHRIOs) to determine the extent to which digital health systems in public hospitals that serve as internship training centres in Kenya are adopted. We conducted site visits and interviewed hospital administrators and end users who were at the facility on the day of the visit. We also interviewed digital health system vendors to understand the adoption process from their perspective. Semi-structured interview guides adapted from the literature were used. We identified emergent themes using a thematic analysis from the data.
resultsWe obtained information from 39 CHRIOs, 58 hospital managers and system users, and 9 digital health system vendors through semi-structured interviews and completed questionnaires. From the survey, all facilities mentioned purchased a digital health system primarily for administrative purposes. Radiology and laboratory management systems were commonly standalone systems and there were varying levels of interoperability within facilities that had multiple systems. We only saw one in-patient clinical module in use. Users reported on issues such as system usability, inadequate training, infrastructure and system support. Vendors reported the availability of a wide range of modules, but implementation was constrained by funding, prioritisation of services, users' lack of confidence in new technologies and lack of appropriate data sharing policies.
conclusionPublic hospitals in Kenya are increasingly purchasing systems to support administrative functions and this study highlights challenges faced by hospital users and vendors. Significant work is required to ensure interoperability of systems within hospitals and with other government services. Additional studies on clinical usability and the workflow fit of digital health systems are required to ensure efficient system implementation. However, this requires support from key stakeholders including the government, international donors and regional health informatics organisations.
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What OpenQuestion holds
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.