ReviewJournal of medical Internet research2016
How Health Care Professionals Use Social Media to Create Virtual Communities: An Integrative Review.
Review in Journal of medical Internet research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 122 papers, 2 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
122 citing papers in PubMed, 2 syntheses or guidelines pooled it, 318 citations in OpenAlex.
- Young People's Online Help-Seeking and Mental Health Difficulties: Systematic Narrative Review.Journal of medical Internet research · 2019Pooled it
- Use of Social Network Sites for Communication Among Health Professionals: Systematic Review.Journal of medical Internet research · 2018Pooled it
- Trial
- Facebook as a Novel Tool for Continuous Professional Education on Dementia: Pilot Randomized Controlled Trial.Journal of medical Internet research · 2020Trial
- Occupational Distress Among Nurses Through Social Media Narratives: A Scoping Review.Healthcare (Basel, Switzerland) · 2026Review
- When social media becomes medicine: clinician-moderated online consultations as an informal healthcare access point.Israel journal of health policy research · 2026Observational
- Primary Care Physicians' Interactions With a Novel Web-Based Active Learning Tool (The Community Fracture Capture Learning Hub): Qualitative Analysis.JMIR formative research · 2026Article
- Communication Dynamics Between Professional Nursing Organisations and Their Stakeholders: A Scoping Review.Journal of advanced nursing · 2026Article
- Moderators' Role in Fostering Health Practitioner Engagement Within an Online Active Learning Program (The Community Fracture Capture Learning Hub): Qualitative Relational Content Thematic Analysis.Journal of medical Internet research · 2026Article
- Knowledge Spillover and Innovation in Healthcare: A Comparative Study of Social Media Interaction Between Medical Technology Companies and Healthcare Professionals in Austria.Journal of market access & health policy · 2026Article
- Behind the counter, behind the discourse: The paradox of pharmacist influence in Arabic women's health online.Exploratory research in clinical and social pharmacy · 2026Article
- Social media platforms for ethical post-publication promotion.Clinical rheumatology · 2026Article
- Evaluation of a Novel Web-Based Active Learning Tool for Primary Care Physicians' Continuing Professional Development (The Community Fracture Capture Learning Hub): Quantitative Analysis.JMIR formative research · 2026Article
- Virtual community-based interventions for family caregivers of people with dementia: A scoping review protocol.PloS one · 2026Article
- A scoping review of the views and experiences of health professionals in the Middle East and North Africa regions regarding social media use.Journal of pharmaceutical policy and practice · 2026Review
- Social media landscape: a cross-sectional survey of health professionals.Rheumatology international · 2025Article
- Frailty Nexus: Community of practice for frailty researchers and healthcare professionals.The Journal of frailty & aging · 2025Article
- Drivers of engagement in virtual communities of practice: a qualitative study of Australian pharmacists' perceptions and experiences.International journal of clinical pharmacy · 2025Article
- From Engagement to Concerns: Social Media Use Among a Sample of Australian Public Health Professionals.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2025Article
- Social media strategies used to translate knowledge and disseminate clinical neuroscience information to healthcare users: A systematic review.PLOS digital health · 2025Article
62 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
4 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPrevailing health care structures and cultures restrict intraprofessional communication, inhibiting knowledge dissemination and impacting the translation of research into practice. Virtual communities may facilitate professional networking and knowledge sharing in and between health care disciplines.
objectivesThis study aimed to review the literature on the use of social media by health care professionals in developing virtual communities that facilitate professional networking, knowledge sharing, and evidence-informed practice.
methodsAn integrative literature review was conducted to identify research published between 1990 and 2015. Search strategies sourced electronic databases (PubMed, CINAHL), snowball references, and tables of contents of 3 journals. Papers that evaluated social media use by health care professionals (unless within an education framework) using any research design (except for research protocols or narrative reviews) were included. Standardized data extraction and quality assessment tools were used.
resultsOverall, 72 studies were included: 44 qualitative (including 2 ethnographies, 26 qualitative descriptive, and 1 Q-sort) and 20 mixed-methods studies, and 8 literature reviews. The most common methods of data collection were Web-based observation (n=39), surveys (n=23), interviews (n=11), focus groups (n=2), and diaries (n=1). Study quality was mixed. Social media studied included Listservs (n=22), Twitter (n=18), general social media (n=17), discussion forums (n=7), Web 2.0 (n=3), virtual community of practice (n=3), wiki (n=1), and Facebook (n=1). A range of health care professionals were sampled in the studies, including physicians (n=24), nurses (n=15), allied health professionals (n=14), followed by health care professionals in general (n=8), a multidisciplinary clinical specialty area (n=9), and midwives (n=2). Of 36 virtual communities, 31 were monodiscipline for a discrete clinical specialty. Population uptake by the target group ranged from 1.6% to 29% (n=4). Evaluation using related theories of "planned behavior" and the "technology acceptance model" (n=3) suggests that social media use is mediated by an individual's positive attitude toward and accessibility of the media, which is reinforced by credible peers. The most common reason to establish a virtual community was to create a forum where relevant specialty knowledge could be shared and professional issues discussed (n=17). Most members demonstrated low posting behaviors but more frequent reading or accessing behaviors. The most common Web-based activity was request for and supply of specialty-specific clinical information. This knowledge sharing is facilitated by a Web-based culture of collectivism, reciprocity, and a respectful noncompetitive environment. Findings suggest that health care professionals view virtual communities as valuable knowledge portals for sourcing clinically relevant and quality information that enables them to make more informed practice decisions.
conclusionsThere is emerging evidence that health care professionals use social media to develop virtual communities to share domain knowledge. These virtual communities, however, currently reflect tribal behaviors of clinicians that may continue to limit knowledge sharing. Further research is required to evaluate the effects of social media on knowledge distribution in clinical practice and importantly whether patient outcomes are significantly improved.
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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.