ReviewGlobalization and health2017
Beyond pilotitis: taking digital health interventions to the national level in China and Uganda.
Review in Globalization and health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 93 papers, 7 of them syntheses that pooled 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.
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
93 citing papers in PubMed, 7 syntheses or guidelines pooled it, 194 citations in OpenAlex.
- Acceptance of telemedicine among care personnel in inpatient and outpatient elderly care: a systematic review.BMC geriatrics · 2025Pooled it
- Availability of published evidence on coverage, cost components, and funding support for digitalisation of infectious disease surveillance in Africa, 2003-2022: a systematic review.BMC public health · 2024Pooled it
- Theories Informing eHealth Implementation: Systematic Review and Typology Classification.Journal of medical Internet research · 2021Pooled it
- Understanding Clinicians' Adoption of Mobile Health Tools: A Qualitative Review of the Most Used Frameworks.JMIR mHealth and uHealth · 2020Pooled it
- Methods and Evaluation Criteria for Apps and Digital Interventions for Diabetes Self-Management: Systematic Review.Journal of medical Internet research · 2020Pooled it
- Health workers' perceptions and experiences of using mHealth technologies to deliver primary healthcare services: a qualitative evidence synthesis.The Cochrane database of systematic reviews · 2020Pooled it
- Theories Predicting End-User Acceptance of Telemedicine Use: Systematic Review.Journal of medical Internet research · 2019Pooled it
- Is Digital Healthcare Better Than None? The Digital Health Technology Dilemma in Low-Income Countries.Asian bioethics review · 2026Article
- Feasibility of Post-Operative Telehealth for Pediatric Surgical Patients in Malawi-A Mixed Methods Analysis.World journal of surgery · 2026Article
- Using Group Chats to Drive Behavior Change in Digital Health Interventions: Scoping Review and Realist Synthesis.Journal of medical Internet research · 2026Article
- What Supports and Constrains the Implementation of Robust and Rapid Evaluation Within Local Government Public Health Systems?Health expectations : an international journal of public participation in health care and health policy · 2026Article
- Adapting and Validating Tools to Assess the Usability and Acceptability of mHealth Tools Among Community Health Workers in Rural Settings: Development and Usability Study.JMIR mHealth and uHealth · 2026Article
- African digital health strategic plans analysis: key weaknesses in contextualization, intervention focus, and technological foresight.NPJ digital medicine · 2025Article
- Gaps and Pathways to Success in Global Health Informatics Academic Collaborations: Reflecting on Current Practices.JMIR medical informatics · 2025Article
- Bridging the gap between community health workers' digital health acceptance and actual usage in Uganda: Exploring key external factors based on technology acceptance model.PLOS digital health · 2025Article
- A laboratory-focussed desk review of health systems in Uganda, Kenya, and the UK to respond to current and future pandemics.Journal of global health · 2025Review
- Principles and implementation strategies for equitable and representative academic partnerships in global health informatics research.Journal of the American Medical Informatics Association : JAMIA · 2025Article
- An exploration of the successful scale-up of the electronic community health information system in Kenya.Oxford open digital health · 2025Article
- Readiness and implications for adopting digitized payment of community health workers: a qualitative study of Benin and Uganda.Frontiers in health services · 2025Article
- Role of digital health technologies in improving health financing and universal health coverage in Sub-Saharan Africa: a comprehensive narrative review.Frontiers in digital health · 2025Review
33 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInnovation theory has focused on the adoption of new products or services by individuals and their market-driven diffusion to the population at large. However, major health sector innovations typically emerge from negotiations between diverse stakeholders who compete to impose or at least prioritise their preferred version of that innovation. Thus, while many digital health interventions have succeeded in terms of adoption by a substantial number of providers and patients, they have generally failed to gain the level of acceptance required for their integration into national health systems that would promote sustainability and population-wide application. The area of innovation considered here relates to a growing number of success stories that have created considerable enthusiasm among donors, international agencies, and governments for the potential role of ICTs in transforming weak national health information systems in middle and low income countries. This article uses a case study approach to consider the assumptions, institutional as well as technical, underlying this enthusiasm and explores possible ways in which outcomes might be improved.
methodsLiterature review and case study analysis.
resultsThe two systems considered have had considerable success in terms of gaining and maintaining government support and addressing the concerns of providers without compromising their core elements. In Uganda, the system has flourished in spite of severe resource constraints, using a participatory approach that has encouraged a high level of community engagement. In China, concern with past failures generated the political will to build a high quality surveillance system, using the latest technology and drawing on a highly skilled human resource base.
conclusionsBoth example stress the importance of recognising the political, social and historical context within which information systems have to function. Implementers need to focus as much on the perceptions, attitudes and needs of stakeholders as on the technology. Implementers should distinguish between factors which may influence engagement at an institutional level and those aimed at supporting and supervising individuals within those institutions. Finally, we would suggest that designing interoperability into systems at the outset, rather than assuming that this can be achieved at some point in the future, may prove far easier in the longer term.
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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.