SynthesisJournal of medical Internet research2021
Theories Informing eHealth Implementation: Systematic Review and Typology Classification.
Synthesis in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 papers, 4 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.
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Who cites it
53 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- How do domain diversity and healthcare system assumptions shape implementation research? A systematic review of theories, models, and frameworks for health digitalization.Frontiers in digital health · 2026Pooled it
- A realist review of factors critical for the implementation of eHealth in chronic disease management.BMC health services research · 2025Pooled it
- Supporting translation of research evidence into practice-the use of Normalisation Process Theory to assess and inform implementation within randomised controlled trials: a systematic review.Implementation science : IS · 2023Pooled it
- Strategies for Implementing Occupational eMental Health Interventions: Scoping Review.Journal of medical Internet research · 2022Guideline
- User journey method: a case study for improving digital intervention use measurement.BMC health services research · 2025Trial
- Advancing foundational models in digital health technology adoption: A systematic literature review of multidisciplinary factors.PLOS digital health · 2026Article
- Determining the adoption intention and influencing factors of telerehabilitation by people with rehabilitation needs: a cross-sectional survey.BMC public health · 2026Article
- Integrating systems thinking and implementation science in biomedical informatics research.JAMIA open · 2026Review
- Physician-Patient Communication and Physicians' Acceptance of a Tailored Digital Health Information Service: Quantitative Online Survey.JMIR human factors · 2026Article
- A Complex Digital Health Intervention to Support People With HIV: Organizational Readiness Survey Study and Preimplementation Planning for a Hybrid Effectiveness-Implementation Study.Journal of medical Internet research · 2026Article
- Development and evaluation of a web-based toolkit to inform mental health professionals about digital mental health interventions for eating disorders.Journal of eating disorders · 2026Article
- Article
- Implementing digital interventions for co-occurring mental health and alcohol and other drug use problems in health and community settings: a study protocol for the eCliPSE cluster randomised controlled trial.BMC public health · 2025Article
- Barriers and Facilitators to Health Care AI Adoption Among Those Living in Wales and Working in Health Care in Wales: Online Survey.Journal of medical Internet research · 2025Article
- Telerehabilitation of patients with stroke: Initial program theories for successful implementation.PM & R : the journal of injury, function, and rehabilitation · 2025Article
- Patient acceptance of video consultations in cardiology.European heart journal. Digital health · 2025Article
- Organizing Telemonitoring-Decision-Making Between Centralized and Distributed Models in the Netherlands, Using the Non-Adoption, Abandonment, Scale-Up, Spread, and Sustainability (NASSS) Framework: Case Study.JMIR medical informatics · 2025Article
- Association between video consultation use and general practitioner and practice characteristics: a cross-sectional survey in Denmark.BJGP open · 2025Article
- Article
- Identifying Influential Theories in Human-Computer Interaction Within Health Informatics: A Systematic Review.Health science reports · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundTheory-guided approaches to implementation science have informed translation efforts and the acceptance of eHealth (digital health) interventions in clinical care. However, there is scarce evidence on which theories are best suited to addressing the inherent complexity of eHealth implementation.
objectiveThe objectives of this systematic review are to identify theories that inform and explain eHealth implementation and to classify these theories using the typology by Sovacool and Hess for theories of sociotechnical change.
methodsAn electronic search was conducted in the PsycINFO, MEDLINE, Embase, CINAHL, Scopus, Sociological Source Ultimate, Web of Science, ABI/INFORM, EBSCO, and ProQuest databases in June 2019. Studies were included if they were published between 2009 and June 2019; were written in English; reported on empirical research, regardless of study or publication type; reported on one or more theories in the context of eHealth implementation; and were published in a peer-reviewed journal. A total of 2 reviewers independently assessed the titles, abstracts, and full texts. Theories identified were classified using a typology for theories of sociotechnical change, which was considered a useful tool for ordering and analyzing the diverse theoretical approaches as a basis for future theory building.
resultsOf the 13,101 potentially relevant titles, 119 studies were included. The review identified 36 theories used to explain implementation approaches in eHealth. The most commonly used approaches were the Technology Acceptance Model (TAM) (n=33) and the Unified Theory of Acceptance and Use of Technology (UTAUT) (n=32). These theories were primarily concerned with individual and interpersonal elements of eHealth acceptance. Less common were theories that reflect the various disorderly social processes and structural dimensions of implementation, such as the normalization process theory (n=17) and the structuration theory (n=6).
conclusionsTheories currently informing the implementation of eHealth interventions predominantly focus on predicting or explaining end-user acceptance. Theoretical perspectives that capture the dense and intricate relationships and structures required to enact sustainable change are less well represented in the eHealth literature. Given the growing acknowledgment of the inherent complexity of eHealth implementation, future research should develop and test models that recognize and reflect the multidimensional, dynamic, and relational nature of this process.
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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.