Evidence mapPaperPMID 41754136Full record

ArticleNutrients2026

Sarcopenia and Nutrition on YouTube: A Content Quality and Reliability Assessment.

Carmen Trost, Richard Crevenna, Jacob Heisinger, Domenik Popp, Annemarie Perl, Eva-Maria Marchard, Stephan Heisinger

Abstract read
In one paragraph

Article in Nutrients, 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

7 authors.

Carmen TrostDepartment Teaching Center, Medical University of Vienna, 1090 Vienna, Austria.ORCID 0000-0001-5118-432X
Richard CrevennaDepartment of Physical Medicine, Rehabilitation and Occupational Medicine, Medical University of Vienna, 1090 Vienna, Austria.
Jacob HeisingerDepartment of Pediatrics, Krankenhaus der Barmherzigen Brüder Eisenstadt, 7000 Eisenstadt, Austria.
Domenik PoppDepartment of Orthopedics and Trauma-Surgery, University Hospital Neunkirchen, 2620 Neunkirchen, Austria.ORCID 0000-0002-8580-2314
Annemarie PerlOmanda AG, 3072 Ostermundigen, Switzerland.
Eva-Maria MarchardDepartment Internal Medicine, Zentrum für Experimentelle und Ultraschallgestützte Studien, Federal Clinic Baden-Mödling, 2340 Baden-Modling, Austria.
Stephan HeisingerDepartment of Orthopedics and Trauma Surgery, Medical University of Vienna, 1090 Vienna, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesSarcopenia is a prevalent age-related condition strongly influenced by protein intake. This study assessed the quality, evidence base, and practical utility of YouTube videos on nutrition and sarcopenia.

methodsA structured YouTube search (We searched YouTube in April 2024 using the term 'sarcopenia diet) identified 41 eligible videos. Three trained raters independently assessed each video using the Global Quality Scale (GQS), DISCERN, JAMA benchmarks, subjective impression ratings, technical quality indicators, and additional binary variables. Interrater reliability was examined using intraclass correlation coefficients (ICCs) and Fleiss' Kappa. Reviewer comments were analyzed qualitatively using Mayring's structured content analysis.

resultsOverall video quality varied substantially. ICCs indicated moderate to high agreement for DISCERN (0.698), JAMA (0.702), and subjective impression ratings (0.779), but minimal agreement for sound and video quality. Fleiss' Kappa showed moderate agreement for scientific soundness (κ = 0.522) and advertisement content (κ = 0.385), while agreement was low for health-related risks and dietary recommendations. Qualitative analysis identified frequent concerns regarding insufficient scientific evidence, vague or impractical protein guidance, limited relevance for older adults, and personal bias; positive features were less common.

conclusionsYouTube nutrition content on sarcopenia shows substantial variability and frequent deficits in evidence-based quality and practical relevance. While some videos provide useful introductory information, many are of limited value for lay audiences. Strengthening digital health literacy and expanding expert-driven, evidence-based online resources are essential to support informed decision-making and preventive strategies.

Indexed as

Consumer Health InformationSarcopeniaSocial MediaVideo RecordingDigital MediaHumansReproducibility of Resultsdigital healthhealth literacynutritionolder adultssarcopeniaYouTube

Identifiers

PMID41754136
PMCPMC12943041

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.