SynthesisJournal of medical Internet research2024
Barriers and Facilitators to the Implementation of Digital Health Services for People With Musculoskeletal Conditions in the Primary Health Care Setting: Systematic Review.
Synthesis in Journal of medical Internet research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis 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.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Mapping global inequities in telemedicine implementation: An umbrella review of barriers and facilitators.PloS one · 2026Pooled it
- Individuals' perceptions and experiences of mHealth for home-based rehabilitation in knee osteoarthritis: A qualitative study.Osteoarthritis and cartilage open · 2026Article
- Moving Research to Practice: A Qualitative Study Exploring Patient Perspectives of the Implementation and Sustainability of a Digital Health Intervention for Chronic Kidney Disease.Journal of medical Internet research · 2026Article
- Anticipated barriers and facilitators of implementing a digital behavioral treatment for chronic pain: a qualitative interview study.BMC health services research · 2026Article
- The Digital Competences of Exercise Therapists in Obesity Care: A Step Towards Digital Sovereignty Assessed with the DigCompThExO Questionnaire.Healthcare (Basel, Switzerland) · 2026Article
- Acceptance and use of digital health technologies among physiotherapists in Germany: a web-based cross-sectional survey.BMC health services research · 2026Article
- App supporting surveillance for (likely) pathogenic TP53 variant carriers: acceptance among a German cohort.Archives of gynecology and obstetrics · 2026Article
- General Practitioners' Perspectives on Digital Health Applications for Mental Disorders and Their Prescribing Behavior: Mixed Methods Study.JMIR mental health · 2026Article
- Digital health and consumer health informatics: past and future.Medical research archives · 2026Article
- Article
- Machine Learning in Primary Health Care: The Research Landscape.Healthcare (Basel, Switzerland) · 2025Review
- Evaluating CFIR 2.0 in identifying digital twin implementation challenges in healthcare: bridging the dichotomy between engineering and healthcare communities.Frontiers in digital health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn recent years, the effectiveness and cost-effectiveness of digital health services for people with musculoskeletal conditions have increasingly been studied and show potential. Despite the potential of digital health services, their use in primary care is lagging. A thorough implementation is needed, including the development of implementation strategies that potentially improve the use of digital health services in primary care. The first step in designing implementation strategies that fit the local context is to gain insight into determinants that influence implementation for patients and health care professionals. Until now, no systematic overview has existed of barriers and facilitators influencing the implementation of digital health services for people with musculoskeletal conditions in the primary health care setting.
objectiveThis systematic literature review aims to identify barriers and facilitators to the implementation of digital health services for people with musculoskeletal conditions in the primary health care setting.
methodsPubMed, Embase, and CINAHL were searched for eligible qualitative and mixed methods studies up to March 2024. Methodological quality of the qualitative component of the included studies was assessed with the Mixed Methods Appraisal Tool. A framework synthesis of barriers and facilitators to implementation was conducted using the Consolidated Framework for Implementation Research (CFIR). All identified CFIR constructs were given a reliability rating (high, medium, or low) to assess the consistency of reporting across each construct.
resultsOverall, 35 studies were included in the qualitative synthesis. Methodological quality was high in 34 studies and medium in 1 study. Barriers (-) of and facilitators (+) to implementation were identified in all 5 CFIR domains: "digital health characteristics" (ie, commercial neutral [+], privacy and safety [-], specificity [+], and good usability [+]), "outer setting" (ie, acceptance by stakeholders [+], lack of health care guidelines [-], and external financial incentives [-]), "inner setting" (ie, change of treatment routines [+ and -], information incongruence (-), and support from colleagues [+]), "characteristics of the healthcare professionals" (ie, health care professionals' acceptance [+ and -] and job satisfaction [+ and -]), and the "implementation process" (involvement [+] and justification and delegation [-]). All identified constructs and subconstructs of the CFIR had a high reliability rating. Some identified determinants that influence implementation may be facilitators in certain cases, whereas in others, they may be barriers.
conclusionsBarriers and facilitators were identified across all 5 CFIR domains, suggesting that the implementation process can be complex and requires implementation strategies across all CFIR domains. Stakeholders, including digital health intervention developers, health care professionals, health care organizations, health policy makers, health care funders, and researchers, can consider the identified barriers and facilitators to design tailored implementation strategies after prioritization has been carried out in their local context.
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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 Socratic graph.