Evidence map›Paper›PMID 42377523›Full record

ArticleSurgical endoscopy2026

Comparative analysis of bias and quality in YouTube videos on bariatric surgery and weight-loss medications.

Julia Botvinov, Mason Henrich, Qichen Deng, Aram Jawed, Aziz M Merchant

Abstract readComparative Study
In one paragraph

Article in Surgical endoscopy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

5 authors.

Julia BotvinovDepartment of Surgery, Hackensack Meridian School of Medicine, Nutley, NJ, USA.
Mason HenrichDepartment of Surgery, Hackensack Meridian School of Medicine, Nutley, NJ, USA.
Qichen DengDepartment of Surgery, Hackensack Meridian School of Medicine, Nutley, NJ, USA.
Aram JawedDepartment of Surgery, Center for Weight Loss & Metabolic Health, John F. Kennedy University Medical Center, 65 James Street, 3rd Floor, Edison, NJ, 08820, USA.
Aziz M MerchantDepartment of Surgery, Center for Weight Loss & Metabolic Health, John F. Kennedy University Medical Center, 65 James Street, 3rd Floor, Edison, NJ, 08820, USA. Aziz.Merchant@hmhn.org.ORCID http://orcid.org/0000-0003-1091-938X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWeight-loss surgery (WLS) remains the most effective treatment for clinically severe obesity, while weight-loss medications (WLM), particularly GLP-1 agonists, have recently gained widespread public attention. With YouTube serving as a major source of health information, the quality and tone of videos discussing these interventions warrant evaluation. This study compares the source, content quality, and perceived tone of YouTube videos related to WLS and WLM.

methodsUsing an incognito browser, the first 200 "most relevant" YouTube videos for the search terms "weight loss surgery" and "weight loss medicine" were screened in October 2023. Eligible videos were categorized by source and content type. Video quality was assessed using the DISCERN instrument, and tone was classified as positive, neutral, or negative. Two independent reviewers scored all videos, with a third reviewer resolving disagreements. Descriptive statistics and nonparametric tests were used for comparisons, with statistical significance set at p < 0.05.

resultsA total of 129 WLS and 111 WLM videos were analyzed. WLM videos demonstrated significantly higher view ratios (p < 0.0001) and more comments (p = 0.0014). WLM videos were predominantly commercial (76%) and informational (97%). Mean DISCERN scores were higher for WLM videos (46.69 ± 8.75; fair) compared with WLS videos (40.32 ± 8.70; poor; p = 0.0366). In contrast, WLS videos more frequently originated from academic centers (50%) and included patient experience content (49%). Tone differed significantly between groups (p < 0.01): 60% of WLS videos were positive, whereas WLM videos exhibited fewer positive (44%) and more negative tones (14%).

conclusionsWLM videos were of higher informational quality but conveyed a less positive overall tone, whereas WLS videos presented more positively but were of lower quality. These findings highlight substantial variation in publicly accessible YouTube content on weight-loss interventions and underscore the need for improved, high-quality patient education materials.

Indexed as

Anti-Obesity AgentsBariatric SurgerySocial MediaVideo RecordingHumansAnti-Obesity AgentsBariatric surgeryGLP-1 agonistsPatient educationVideo qualityWeight-loss medicationsYouTube

Identifiers

PMID42377523
PMCPMC13160955

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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.