Evidence map›Paper›PMID 41945710›Full record

ArticleJournal of the American Academy of Orthopaedic Surgeons. Global research & reviews2026

What Are Orthopaedic Sports Medicine Knee Surgeons Watching? Exploring Trends in Online Surgical Technique Videos on the VuMedi Education Platform.

Anser Daud, Meerab Majeed, Ashlee Chan, John Theodoropolous, Jaskarndip Chahal, Daniel B Whelan, Prabjit Ajrawat, Tim Dwyer

Abstract read
In one paragraph

Article in Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Anser DaudFrom the Division of Orthopaedic Surgery, Department of Surgery, University of Toronto Orthopaedic Sports Medicine (UTOSM) (Dr. Daud, Dr. Theodoropolous, Dr. Chahal, Dr. Whelan, Mr. Ajrawat, and Dr. Dwyer); the Department of Orthopaedic Surgery, Women's College Hospital (Dr. Daud, Dr. Chahal, and Dr. Dwyer); the Temerty Faculty of Medicine, University of Toronto (Ms. Majeed and Ms. Chan); the Dovigi Orthopaedic Sports Medicine Clinic, Mount Sinai Hospital (Dr. Theodoropolous); and the Department of Orthopaedic Surgery, St. Michael's Hospital, Toronto, Ontario, Canada (Dr. Whelan).ORCID 0000-0002-4322-2610
Meerab Majeed
Ashlee Chan
John Theodoropolous
Jaskarndip Chahal
Daniel B Whelan
Prabjit Ajrawat
Tim Dwyer

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionVideo-based education platforms are reshaping the landscape for surgical education. The purpose of this study was to evaluate trends in orthopaedic sports medicine knee surgery videos on VuMedi, a leading healthcare video-education platform, aiming to identify and discern trends and common attributes and shared by popular educational content.

methodsCommon categories in orthopaedic sports surgery of the knee were shortlisted to include anterior cruciate ligament (ACL) reconstruction/pair, extensor mechanism reconstruction/repair, malalignment/osteotomy, medial collateral ligament reconstruction/repair, meniscus repair, meniscus transplant, osteochondral or cartilage defect, osteochondritis dissecans, patellofemoral instability, posterior cruciate ligament, and posterolateral corner injury. Within each category, top 20 most-viewed videos were identified, and metrics were recorded, including date, institution, authorship, topic, view count, and location of origin.

resultsAmong 207 included videos, ACL reconstruction (total 469,573 views, mean 26,087 [5,887 to 211,924]), meniscal repair (total 186,842 views, mean 10,380 [4,260 to 28,360]), and patellofemoral instability (total 163,031 views, mean 8,152 [2,675 to 20,126]) were the most watched categories. The top 10 most popular videos were produced in the 2008 to 2011 time frame, and 6 of 10 were related to ACL reconstruction. Across all topics, the most commonly viewed videos originated from academic institutions across North America (45.4%), followed by commercial/industry entities (38.7%) and independent institutions/surgeons (15.9%).

conclusionACL reconstruction, meniscal repair, and patellofemoral instability emerged as the most-viewed categories likely reflecting the prevalence of ACL tears and ACL reconstruction in clinical practice. Perceived reputation of producers may drive popularity of certain surgical videos, as North American academic institutions are the predominant contributors of the most popular videos.

Indexed as

Knee InjuriesOrthopedic ProceduresOrthopedicsOrthopedic SurgeonsSports MedicineVideo RecordingHumansInternet

Identifiers

PMID41945710
PMCPMC13034948

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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.