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The Evaluation of Videos about Branched-Chain Amino Acids Supplements on YouTube (TM): A Multi-Approach Study

Branched-chain amino acids (BCAAs) are one of the most controversial ergogenic aids in terms of effectiveness and safety. This study aimed to evaluate the quality and reliability of BCAA supplements related to English videos on YouTube(™) and to synthesize with the sentiment–emotion analysis of comm...

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Autores principales: Günalan, Elif, Turhan, Saadet, Çavak, Betül Yıldırım, Cebioğlu, İrem Kaya, Çonak, Özge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9779575/
https://www.ncbi.nlm.nih.gov/pubmed/36554542
http://dx.doi.org/10.3390/ijerph192416659
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author Günalan, Elif
Turhan, Saadet
Çavak, Betül Yıldırım
Cebioğlu, İrem Kaya
Çonak, Özge
author_facet Günalan, Elif
Turhan, Saadet
Çavak, Betül Yıldırım
Cebioğlu, İrem Kaya
Çonak, Özge
author_sort Günalan, Elif
collection PubMed
description Branched-chain amino acids (BCAAs) are one of the most controversial ergogenic aids in terms of effectiveness and safety. This study aimed to evaluate the quality and reliability of BCAA supplements related to English videos on YouTube(™) and to synthesize with the sentiment–emotion analysis of comments on videos. The content analysis of the information on videos was evaluated with the use of DISCERN, Journal of American Medical Association (JAMA) benchmark criteria, and Global Quality Score (GQS). In addition, word cloud and sentiment and emotional analysis of comments in videos were performed with the R package. As a result, the mean ± standard error values of DISCERN, JAMA, and GQS scores of all videos were 29.27 ± 1.97, 1.95 ± 0.12, and 2.13 ± 0.17, respectively. It was found that advertisement-free videos have a significantly higher DISCERN and GQS score than advertisement-included videos (p < 0.05). A moderately significant positive correlation was determined between DISCERN score of video content and the positive sentiment of video comments (rs: 0.400, p = 0.002). In conclusion, it was determined that BCAA-related YouTube(™) videos have mostly very poor quality in terms of content and that videos with higher quality may receive positive comments from viewers according to the DISCERN instrument.
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spelling pubmed-97795752022-12-23 The Evaluation of Videos about Branched-Chain Amino Acids Supplements on YouTube (TM): A Multi-Approach Study Günalan, Elif Turhan, Saadet Çavak, Betül Yıldırım Cebioğlu, İrem Kaya Çonak, Özge Int J Environ Res Public Health Article Branched-chain amino acids (BCAAs) are one of the most controversial ergogenic aids in terms of effectiveness and safety. This study aimed to evaluate the quality and reliability of BCAA supplements related to English videos on YouTube(™) and to synthesize with the sentiment–emotion analysis of comments on videos. The content analysis of the information on videos was evaluated with the use of DISCERN, Journal of American Medical Association (JAMA) benchmark criteria, and Global Quality Score (GQS). In addition, word cloud and sentiment and emotional analysis of comments in videos were performed with the R package. As a result, the mean ± standard error values of DISCERN, JAMA, and GQS scores of all videos were 29.27 ± 1.97, 1.95 ± 0.12, and 2.13 ± 0.17, respectively. It was found that advertisement-free videos have a significantly higher DISCERN and GQS score than advertisement-included videos (p < 0.05). A moderately significant positive correlation was determined between DISCERN score of video content and the positive sentiment of video comments (rs: 0.400, p = 0.002). In conclusion, it was determined that BCAA-related YouTube(™) videos have mostly very poor quality in terms of content and that videos with higher quality may receive positive comments from viewers according to the DISCERN instrument. MDPI 2022-12-11 /pmc/articles/PMC9779575/ /pubmed/36554542 http://dx.doi.org/10.3390/ijerph192416659 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Günalan, Elif
Turhan, Saadet
Çavak, Betül Yıldırım
Cebioğlu, İrem Kaya
Çonak, Özge
The Evaluation of Videos about Branched-Chain Amino Acids Supplements on YouTube (TM): A Multi-Approach Study
title The Evaluation of Videos about Branched-Chain Amino Acids Supplements on YouTube (TM): A Multi-Approach Study
title_full The Evaluation of Videos about Branched-Chain Amino Acids Supplements on YouTube (TM): A Multi-Approach Study
title_fullStr The Evaluation of Videos about Branched-Chain Amino Acids Supplements on YouTube (TM): A Multi-Approach Study
title_full_unstemmed The Evaluation of Videos about Branched-Chain Amino Acids Supplements on YouTube (TM): A Multi-Approach Study
title_short The Evaluation of Videos about Branched-Chain Amino Acids Supplements on YouTube (TM): A Multi-Approach Study
title_sort evaluation of videos about branched-chain amino acids supplements on youtube (tm): a multi-approach study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9779575/
https://www.ncbi.nlm.nih.gov/pubmed/36554542
http://dx.doi.org/10.3390/ijerph192416659
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