ArticleJMIR medical education2021
Exploring the Cost of eLearning in Health Professions Education: Scoping Review.
Article in JMIR medical education, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 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
16 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Pooled it
- Learning Outcomes of e-Learning in Psychotherapy Training and Comparison With Conventional Training Methods: Systematic Review.Journal of medical Internet research · 2024Pooled it
- The role of digital teaching methods in supporting practical skills training in the academic training of health professions - a scoping review.BMC medical education · 2026Article
- Online and face-to-face education are effective to improve clinical competence regarding nutritional care in early chronic kidney disease.BMC nutrition · 2025Article
- Self-directed learning and clinical decision support.The Ulster medical journal · 2025Article
- Opportunities and Threats of E-Learning in Nursing Education: An Overview of Reviews.Journal of caring sciences · 2025Review
- Ultrasound education in the digital era: face-to-face vs. webinar-teaching of head and neck ultrasound theory-a prospective multi-center study.Frontiers in medicine · 2025Article
- An e-Learning Intervention for Professionals to Promote Family-Centered Cancer Care When a Significant Caregiver for Children Is at End of Life: Mixed Methods Evaluation Study.Journal of medical Internet research · 2024Article
- Lessons Learned from Integrating Educational Technology into the Preclerkship Teaching of Pulmonary Medicine.ATS scholar · 2024Review
- Can you teach a hands-on skill online? A scoping review of e-learning for point-of-care ultrasound in medical education.Canadian medical education journal · 2023Article
- Article
- Evaluation of a continuing professional development strategy on COVID-19 for 10 000 health workers in Ghana: a two-pronged approach.Human resources for health · 2023Article
- How does Identity Theory contribute to the Continuance Use of E-learning: The mediating role of Inertia and moderating role of computer Self-efficacy.Education and information technologies · 2023Article
- Article
- Digital adaptation of teaching disaster and deployment medicine under COVID-19 conditions: a comparative evaluation over 5 years.BMC medical education · 2022Article
- Online Simulation in Palliative Care Education for Early-Career Nurses in Japan: A Pre-Post Exploratory Evaluation of Perceived Outcomes and Feasibility.Palliative medicine reportsArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundExisting research on the costs associated with the design and deployment of eLearning in health professions education is limited. The relative costs of these learning platforms to those of face-to-face learning are also not well understood. The lack of predefined costing models used for eLearning cost data capture has made it difficult to complete cost evaluation.
objectiveThe key aim of this scoping review was to explore the state of evidence concerning cost capture within eLearning in health professions education. The review explores the available data to define cost calculations related to eLearning.
methodsThe scoping review was performed using a search strategy with Medical Subject Heading terms and related keywords centered on eLearning and cost calculation with a population scope of health professionals in all countries. The search was limited to articles published in English. No restriction was placed on literature publication date.
resultsIn total, 7344 articles were returned from the original search of the literature. Of these, 232 were relevant to associated keywords or abstract references following screening. Full-text review resulted in 168 studies being excluded. Of these, 61 studies were excluded because they were unrelated to eLearning and focused on general education. In addition, 103 studies were excluded because of lack of detailed information regarding costs; these studies referred to cost in ways either indicating cost favorability or unfavorability, but without data to support findings. Finally, 4 studies were excluded because of limited cost data that were insufficient for analysis. In total, 42 studies provided data and analysis of the impact of cost and value in health professions education. The most common data source was total cost of training (n=29). Other sources included cost per learner, referring to the cost for individual students (n=13). The population most frequently cited was medical students (n=15), although 12 articles focused on multiple populations. A further 22 studies provide details of costing approaches for the production and delivery of eLearning. These studies offer insight into the ways eLearning has been budgeted and project-managed through implementation.
conclusionsAlthough cost is a recognized factor in studies detailing eLearning design and implementation, the way cost is captured is inconsistent. Despite a perception that eLearning is more cost-effective than face-to-face instruction, there is not yet sufficient evidence to assert this conclusively. A rigorous, repeatable data capture method is needed, in addition to a means to leverage existing economic evaluation methods that can then test eLearning cost-effectiveness and how to implement eLearning with cost benefits and advantages over traditional instruction.
Indexed as
Identifiers
What Socratic 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 Socratic graph.