ArticleBMC medical education2023
Digital education for health professionals in India: a scoping review of the research.
Article in BMC medical education, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 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
7 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Blended learning in medical education in India-a literature-based analysis and description.Frontiers in medicine · 2026Pooled 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
- Digital competence in health and nursing education: a cross-national comparison between samples from Germany and India using the DigKomp 2.2 questionnaire.Frontiers in health services · 2026Article
- Construction and effectiveness assessment of the health education system for outpatient chronic respiratory diseases based on visualized intelligent healthcare.Journal of thoracic disease · 2025Article
- Article
- Non-communicable diseases, digital education and considerations for the Indian context - a scoping review.BMC public health · 2024Article
- Effects of internet-based, psychosocial, and early medical interventions on professional burnout in health care workers: Systematic literature review and meta-analysis.Internet interventions · 2023Review
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
backgroundThe World Health Organization (WHO) predicts a global shortfall of 18 million health workers by 2030, particularly in low- and middle-income countries like India. The country faces challenges such as inadequate numbers of health professionals, poor quality of personnel, and outdated teaching styles. Digital education may address some of these issues, but there is limited research on what approaches work best in the Indian context. This paper conducts a scoping review of published empirical research related to digital health professions education in India to understand strengths, weaknesses, gaps, and future research opportunities.
methodsWe searched four databases using a three-element search string with terms related to digital education, health professions, and India. Data was extracted from 36 included studies that reported on empirical research into digital educational innovations in the formal health professions education system of India. Data were analysed thematically.
resultsMost study rationales related to challenges facing the Indian health care system, rather than a wish to better understand phenomena related to teaching and learning. Similarly, most studies can be described as general evaluations of digital educational innovations, rather than educational research per se. They mostly explored questions related to student perception and intervention effectiveness, typically in the form of quantitative analysis of survey data or pre- and post-test results.
conclusionsThe analysis revealed valuable insights into India-specific needs and challenges. The Indian health professions education system's size and unique challenges present opportunities for more nuanced, context-specific investigations and contributions to the wider digital education field. This, however, would require a broadening of methodological approaches, in particular rigorous qualitative designs, and a focus on addressing research-worthy educational phenomena.
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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.