ArticleJournal of medical Internet research2024
Using Twitter (X) to Mobilize Knowledge for First Contact Physiotherapists: Qualitative Study.
Article 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 3 papers.
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
3 citing papers in PubMed.
- Global English-language-dominated discourse on artificial intelligence in healthcare: a three-year longitudinal analysis of the #AIinHealthcare movement on X.Frontiers in digital health · 2026Article
- Perceived impact of physiotherapy-related debates on the social platform "X" on physiotherapists' professional development and knowledge acquisition: a cross-sectional study.BMC medical education · 2025Observational
- Review
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
backgroundTwitter (now X) is a digital social network commonly used by health care professionals. Little is known about whether it helps health care professionals to share, mobilize, and cocreate knowledge or reduce the time between research knowledge being created and used in clinical practice (the evidence-to-practice gap). Musculoskeletal first contact physiotherapists (FCPs) are primary care specialists who diagnose and treat people with musculoskeletal conditions without needing to see their general practitioner (family physician) first. They often work as a sole FCP in practice; hence, they are an ideal health care professional group with whom to explore knowledge mobilization using Twitter.
objectiveWe aimed to explore how Twitter is and can be used to mobilize knowledge, including research findings, to inform FCPs' clinical practice.
methodsSemistructured interviews of FCPs with experience of working in English primary care were conducted. FCPs were purposively sampled based on employment arrangements and Twitter use. Recruitment was accomplished via known FCP networks and Twitter, supplemented by snowball sampling. Interviews were conducted digitally and used a topic guide exploring FCP's perceptions and experiences of accessing knowledge, via Twitter, for clinical practice. Data were analyzed thematically and informed by the knowledge mobilization mindlines model. Public contributors were involved throughout.
resultsIn total, 19 FCPs consented to the interview (Twitter users, n=14 and female, n=9). Three themes were identified: (1) How Twitter meets the needs of FCPs, (2) Twitter and a journey of knowledge to support clinical practice, and (3) factors impeding knowledge sharing on Twitter. FCPs described needs relating to isolated working practices, time demands, and role uncertainty. Twitter provided rapid access to succinct knowledge, the opportunity to network, and peer reassurance regarding clinical cases, evidence, and policy. FCPs took a journey of knowledge exchange on Twitter, including scrolling for knowledge, filtering for credibility and adapting knowledge for in-service training and clinical practice. Participants engaged best with images and infographics. FCPs described misinformation, bias, echo chambers, unprofessionalism, hostility, privacy concerns and blurred personal boundaries as factors impeding knowledge sharing on Twitter. Consequently, many did not feel confident enough to actively participate on Twitter.
conclusionsThis study explores how Twitter is and can be used to mobilize knowledge to inform FCP clinical practice. Twitter can meet the knowledge needs of FCPs through rapid access to succinct knowledge, networking opportunities, and professional reassurance. The journey of knowledge exchange from Twitter to clinical practice can be explained by considering the mindlines model, which describes how FCPs exchange knowledge in digital and offline contexts. Findings demonstrate that Twitter can be a useful adjunct to FCP practice, although several factors impede knowledge sharing on the platform. We recommend social media training and enhanced governance guidance from professional bodies to support the use of Twitter for knowledge mobilization.
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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.