ReviewJMIR medical education2022
Mobile-Social Learning for Continuing Professional Development in Low- and Middle-Income Countries: Integrative Review.
Review in JMIR medical education, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 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
17 citing papers in PubMed, 2 syntheses or guidelines pooled it, 44 citations in OpenAlex.
- Effectiveness of Low-cost, Technology-enhanced Simulation Training for Healthcare Training in Low-and Middle-income Countries (LMICs): A Systematic Literature Review.Journal of general internal medicine · 2025Pooled it
- Use of Technology to Support Health Care Providers Delivering Care in Low- and Lower-Middle-Income Countries: Systematic Umbrella Review.Journal of medical Internet research · 2025Pooled it
- Effectiveness of mobile application versus intranet-based posting for pressure ulcer education in nurses: a randomised controlled trial.BMC nursing · 2026Article
- Experience of participation in a WhatsApp support group for empowering newly graduated nurses during transition in the Western Cape, South Africa.Curationis · 2026Article
- An exploratory study on the use of the self-directed learning, self-video recording, peer-to-peer review, and Direct feedback model to enhance clinical skills among medical students in Southern Thailand.Journal of education and health promotion · 2026Article
- Article
- Digital Learning in Motion: Exploring Mobile Device Use in Mexican Residents.Journal of graduate medical education · 2025Article
- Evaluating the impact of a national virtual continuing professional development program in gynecological oncology: a Kirkpatrick model approach.BMC medical education · 2025Article
- Expanding the Reach and Relevance of Continuing Medical Education in the Philippines: Reflections on the UP Med Webinars.Acta medica Philippina · 2025Article
- Enhancing Student Learning Through the Application of First Principles of Instruction in a Blended E-Learning Approach.Advances in medical education and practice · 2025Article
- An Innovation in Cancer Nursing Education Across Europe: A Pilot Evaluation.Journal of cancer education : the official journal of the American Association for Cancer Education · 2024Article
- Surveying the Digital Competencies of Health Profession Educators at Ethiopian Higher Education Institutions.Ethiopian journal of health sciences · 2024Article
- Health research mentorship in low-income and middle-income countries: a global qualitative evidence synthesis of data from a crowdsourcing open call and scoping review.BMJ global health · 2024Article
- Advancing public health: enabling culture-fair and education-independent automated cognitive assessment in low- and middle-income countries.Frontiers in public health · 2024Article
- Article
- Continuing professional development (CPD) system development, implementation, evaluation and sustainability for healthcare professionals in low- and lower-middle-income countries: a rapid scoping review.BMC medical education · 2023Article
- Developing the Clinical Skills Training Tool: A Theory-Informed Framework to Strengthen Continuing Professional Development in Low- and Middle-Income Countries.Advances in rehabilitation science and practiceArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAccess to continuing professional development (CPD) for health care workers in low- and middle-income countries (LMICs) is severely limited. Digital technology serves as a promising platform for supporting CPD for health care workers by providing educational content virtually and enabling virtual peer-to-peer and mentor interaction for enhanced learning. Digital strategies for CPD that foster virtual interaction can increase workforce retention and bolster the health workforce in LMICs.
objectiveThe objective of this integrative review was to evaluate the evidence on which digital platforms were used to provide CPD to health care workers and clinical students in LMICs, which was complemented with virtual peer-to-peer or mentor interaction. We phrased this intersection of virtual learning and virtual interaction as mobile-social learning.
methodsA comprehensive database and gray literature search was conducted to identify qualitative, quantitative, and mixed methods studies, along with empirical evidence, that used digital technology to provide CPD and virtual interaction with peers or mentors. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were followed. Eligible articles were written in English, conducted in an LMIC, and used a mobile device to provide CPD and facilitate virtual peer-to-peer or mentor interaction. Titles, abstracts, and full texts were screened, followed by an assessment of the quality of evidence and an appraisal of the articles. A content analysis was then used to deductively code the data into emerging themes.
resultsA total of 750 articles were identified, and 31 (4.1%) were included in the review. SMS text messaging and mobile instant messaging were the most common methods used to provide continuing education and virtual interaction between peers and mentors (25/31, 81%). Across the included articles, participants had high acceptability for using digital platforms for learning and interaction. Virtual peer interaction and mentorship were found to contribute to positive learning outcomes in most studies (27/31, 87%) through increased knowledge sharing, knowledge gains, improved clinical skills, and improved service delivery. Peer-to-peer and mentor interaction were found to improve social support and reduce feelings of isolation (9/31, 29%). There were several challenges in the implementation and use of digital technology for mobile-social learning, including limited access to resources (eg, internet coverage and stable electricity), flexibility in scheduling to participate in CPD, and sociobehavioral challenges among students.
conclusionsThe summary suggests that mobile-social learning is a useful modality for curriculum dissemination and skill training and that the interface of mobile and social learning serves as a catalyst for improved learning outcomes coupled with increased social capital.
Indexed as
Identifiers
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.