ArticleHuman resources for health2013
E-learning in medical education in resource constrained low- and middle-income countries.
Article in Human resources for health, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 217 papers, 9 of them syntheses that pooled it.
What it found
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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
217 citing papers in PubMed, 9 syntheses or guidelines pooled it, 566 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
- Virtual Health Research Capacity Strengthening in Low- and Middle‑Income Countries: A Systematic Integrative Review.Annals of global health · 2025Pooled it
- Virtual global health in graduate medical education: a systematic review.International journal of medical education · 2022Pooled it
- 'Learning from home': role of e-learning methodologies and tools during novel coronavirus pandemic outbreak.Postgraduate medical journal · 2021Pooled it
- Education Technology in Orthodontics and Paediatric Dentistry during the COVID-19 Pandemic: A Systematic Review.International journal of environmental research and public health · 2021Pooled it
- A systematic review of the factors - enablers and barriers - affecting e-learning in health sciences education.BMC medical education · 2020Pooled it
- Digital Education for Health Professions on Smoking Cessation Management: Systematic Review by the Digital Health Education Collaboration.Journal of medical Internet research · 2019Pooled it
- A systematic review of serious games in medical education: quality of evidence and pedagogical strategy.Medical education online · 2018Pooled it
- The role of eLearning in health management and leadership capacity building in health system: a systematic review.Human resources for health · 2018Pooled it
- Comparison between two asynchronous teaching methods in an undergraduate dental course: a pilot study.BMC medical education · 2022Trial
- Comparative study of virtual and face-to-face training methods on the quality of healthcare services provided by Kermanshah pre-hospital emergency staff (EMS): randomized educational Intervention trial.BMC medical education · 2022Trial
- Trial
- Training community healthcare workers on the use of information and communication technologies: a randomised controlled trial of traditional versus blended learning in Malawi, Africa.BMC medical education · 2018Trial
- Effects of Improving Primary Health Care Workers' Knowledge About Public Health Services in Rural China: A Comparative Study of Blended Learning and Pure E-Learning.Journal of medical Internet research · 2017Trial
- Reimagining Dental Education: Integrating Digital Technologies for a Global, Digitally Native Generation-A Perspective.European journal of dentistry · 2026Article
- Introducing virtual microscopy at the University of Ghana during the COVID-19 pandemic-Identifying and overcoming obstacles in a low-resource learning environment.Anatomical sciences education · 2026Article
- Top 5 Surgical Education Innovations for Low-Resource Settings Over the Last 50 years.World journal of surgery · 2026Review
- Qualitative assessment of a virtual cardiovascular medical education program in Haiti: local physicians in-training experiences.BMC medical education · 2026Article
- A competency-based digital medical education model in conflict-affected settings.EClinicalMedicine · 2026Article
- E-learning utilization and associated factors among obstetrics and gynecology residents and consultants in Ethiopian teaching hospitals.BMC medical education · 2026Article
157 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
10 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn the face of severe faculty shortages in resource-constrained countries, medical schools look to e-learning for improved access to medical education. This paper summarizes the literature on e-learning in low- and middle-income countries (LMIC), and presents the spectrum of tools and strategies used.
methodsResearchers reviewed literature using terms related to e-learning and pre-service education of health professionals in LMIC. Search terms were connected using the Boolean Operators "AND" and "OR" to capture all relevant article suggestions. Using standard decision criteria, reviewers narrowed the article suggestions to a final 124 relevant articles.
resultsOf the relevant articles found, most referred to e-learning in Brazil (14 articles), India (14), Egypt (10) and South Africa (10). While e-learning has been used by a variety of health workers in LMICs, the majority (58%) reported on physician training, while 24% focused on nursing, pharmacy and dentistry training. Although reasons for investing in e-learning varied, expanded access to education was at the core of e-learning implementation which included providing supplementary tools to support faculty in their teaching, expanding the pool of faculty by connecting to partner and/or community teaching sites, and sharing of digital resources for use by students. E-learning in medical education takes many forms. Blended learning approaches were the most common methodology presented (49 articles) of which computer-assisted learning (CAL) comprised the majority (45 articles). Other approaches included simulations and the use of multimedia software (20 articles), web-based learning (14 articles), and eTutor/eMentor programs (3 articles). Of the 69 articles that evaluated the effectiveness of e-learning tools, 35 studies compared outcomes between e-learning and other approaches, while 34 studies qualitatively analyzed student and faculty attitudes toward e-learning modalities.
conclusionsE-learning in medical education is a means to an end, rather than the end in itself. Utilizing e-learning can result in greater educational opportunities for students while simultaneously enhancing faculty effectiveness and efficiency. However, this potential of e-learning assumes a certain level of institutional readiness in human and infrastructural resources that is not always present in LMICs. Institutional readiness for e-learning adoption ensures the alignment of new tools to the educational and economic context.
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.