Evidence map›Paper›PMID 40452894›Full record

ReviewJournal of medical education and curricular development

Integration of Augmented Reality, Virtual Reality, and Extended Reality in Healthcare and Medical Education: A Glimpse into the Emerging Horizon in LMICs-A Systematic Review.

Mohd Faizan Siddiqui, Sheeda Jabeen, Amenah Alwazzan, Sebastiano Vacca, Lara Dalal, Bashar Al-Haddad, Ahmad Jaber, Fatima Fouad Ballout, Hadi Khaled Abou Zeid, Joe Haydamous and 2 more

Abstract readReview
In one paragraph

Review in Journal of medical education and curricular development. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  5. The evolution of cardiothoracic surgery training: from apprenticeship to AI-assisted simulation.Kardiochirurgia i torakochirurgia polska = Polish journal of cardio-thoracic surgery · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Mohd Faizan SiddiquiInternational Medical Faculty, Osh State University, Osh, Kyrgyzstan.ORCID https://orcid.org/0000-0001-6634-076X
Sheeda JabeenFaculty of Medicine, Tbilisi State Medical University, Tbilisi, Georgia.ORCID https://orcid.org/0000-0003-3039-463X
Amenah AlwazzanThe Royal College of Surgeons in Ireland, Dublin, Ireland.
Sebastiano VaccaFaculty of Medicine and Surgery, University of Cagliari, Cagliari, Italy.ORCID https://orcid.org/0000-0002-2566-3594
Lara DalalFaculty of Medicine and Medical Sciences, University of Balamand, Koura, Lebanon.ORCID https://orcid.org/0009-0003-7163-4051
Bashar Al-HaddadJordan University of Science and Technology, Ar-Ramtha, Jordan.ORCID https://orcid.org/0009-0003-2150-673X
Ahmad JaberLebanese American University Gilbert and Rose-Marie Chagoury School of Medicine, Beirut, Lebanon.ORCID https://orcid.org/0009-0006-4670-1461
Fatima Fouad BalloutDepartment of Anatomy, Cell Biology and Physiology, Faculty of Medicine, American University of Beirut, Beirut, Lebanon.ORCID https://orcid.org/0009-0004-8364-4617
Hadi Khaled Abou ZeidFaculty of Medicine and Medical Sciences, University of Balamand, Koura, Lebanon.
Joe HaydamousFaculty of Medicine and Medical Sciences, University of Balamand, Koura, Lebanon.ORCID https://orcid.org/0000-0002-9587-9497
Razane El Hajj ChehadeFaculty of Medical Sciences, Saint Joseph University of Beirut, Beirut, Lebanon.ORCID https://orcid.org/0009-0007-3424-6585
Roman KalmatovInternational Medical Faculty, Osh State University, Osh, Kyrgyzstan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Augmented reality (AR) is a technology that incorporates digital information into user's physical surroundings. It represents a paradigm shift in medical treatment and education. AR aides in surgical planning and patient therapy, as well as assisting patients in comprehending difficult medical problems. AR is evident in several facets of medicine, and there is a significant need for helping systems as a result of the increasing stress placed on public health systems during pandemics. The use of virtual reality (VR) and AR in surgery, dentistry, telemedicine, self-care, and wellness treatments has already improved many areas of healthcare. Method: This systematic review adheres to Preferred Reporting Items for Systematic Reviews and Meta-Analysis checklist and was conducted using PubMed and Scopus databases with keywords such as "Augmented Reality (AR)," "Virtual Reality (VR)," "Extended Reality (XR)," "Medical Education," "Surgical Planning," "Clinical Training," and "Patient Therapy." Boolean operators (AND, OR) were applied, and through a systematic review process, 21 peer-reviewed studies published between 2010 and 2024 were analyzed. Results: The usage of ARs and VRs in medical education is of great interest since they blend physical and digital learning features. Of the 21 studies (2021-2024), 8 systematic reviews and 3 randomized controlled trials showed that XR was effective in medical education (5 studies) and surgical planning (4 studies). Six studies identified low- and middle-income countries' limitations (eg, costs, infrastructure), but one research found that non-XR approaches were successful in resource-limited locations. Common drawbacks were limited sample sizes (3 studies) and database biases (2 studies). XR showed transformational potential but needed equitable scalability techniques. Conclusion: The primary goal of this systematic review is to provide insight into AR research, identify potential future trends, and serve as inspiration for healthcare professionals, medical college professors, researchers, and scientists working in the fields of AR, VR, and XR in the healthcare industry.

Indexed as

augmented realityglobal healthHealthcare 4.0medical educationvirtual health

Identifiers

PMID40452894
PMCPMC12123137

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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Registered trials

None linked

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.