Quality and reliability of hyperlipidemia-related short videos on mainstream social media platforms: a cross-sectional study

Amid the rising prevalence of hyperlipidemia in China, the public's growing reliance on unregulated short-video platforms poses a significant risk of misinformation. This study systematically evaluated the quality of 233 hyperlipidemia-related videos across TikTok, Bilibili, and RedNote, platforms selected for their distinct content formats, audience profiles, and information environments. Video quality was assessed using the Global Quality Score (GQS), reliability with modified DISCERN and JAMA benchmarks, and educational value with the Patient Education Materials Assessment Tool (PEMAT); content completeness was also scored. Overall video quality was moderate, with significant disparities observed across platforms and creator types. Bilibili videos offered greater comprehensiveness (higher GQS and content completeness), while TikTok and RedNote content was more understandable. Science communicators produced the highest overall quality videos, whereas physicians excelled in reliability. Critically, user engagement metrics like 'likes' showed virtually no correlation with video quality (|ρ|≤ 0.09). In contrast, content completeness was a strong independent predictor of higher quality (OR 1.59), underscoring its importance over popularity. In conclusion, the quality of hyperlipidemia videos on Chinese platforms is inconsistent, and popular videos are not necessarily reliable. This highlights a critical need for platforms to shift from popularity-based algorithms to ones that prioritize creator expertise and content completeness, and for healthcare professionals and science communicators to collaborate on producing scientifically accurate yet accessible content.

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Publication Details

Journal
Scientific Reports
Published
2026-03-04
DOI
https://doi.org/10.1038/s41598-026-42412-3
Primary Topic
Health Literacy and Information Accessibility
Type
article
Field-Weighted Citation Impact
0.00

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article

Quality and reliability of hyperlipidemia-related short videos on mainstream social media platforms: a cross-sectional study

Pei Lei, Jiayi Chen, Yan Han, Haorui Zha et al.
Scientific Reports
Health Literacy and Information Accessibility
article

Quality and reliability of hyperlipidemia-related short videos on mainstream social media platforms: a cross-sectional study

Pei Lei, Jiayi Chen, Yan Han, Haorui Zha, You Jiang
article en

Abstract

Amid the rising prevalence of hyperlipidemia in China, the public's growing reliance on unregulated short-video platforms poses a significant risk of misinformation. This study systematically evaluated the quality of 233 hyperlipidemia-related videos across TikTok, Bilibili, and RedNote, platforms selected for their distinct content formats, audience profiles, and information environments. Video quality was assessed using the Global Quality Score (GQS), reliability with modified DISCERN and JAMA benchmarks, and educational value with the Patient Education Materials Assessment Tool (PEMAT); content completeness was also scored. Overall video quality was moderate, with significant disparities observed across platforms and creator types. Bilibili videos offered greater comprehensiveness (higher GQS and content completeness), while TikTok and RedNote content was more understandable. Science communicators produced the highest overall quality videos, whereas physicians excelled in reliability. Critically, user engagement metrics like 'likes' showed virtually no correlation with video quality (|ρ|≤ 0.09). In contrast, content completeness was a strong independent predictor of higher quality (OR 1.59), underscoring its importance over popularity. In conclusion, the quality of hyperlipidemia videos on Chinese platforms is inconsistent, and popular videos are not necessarily reliable. This highlights a critical need for platforms to shift from popularity-based algorithms to ones that prioritize creator expertise and content completeness, and for healthcare professionals and science communicators to collaborate on producing scientifically accurate yet accessible content.

Scientific Reports
Zhejiang Chinese Medical University (CN)
National Natural Science Foundation of China
Quality Education
Openalex Percentile: Top 38%
Health Literacy and Information Accessibility
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Quality and reliability of hyperlipidemia-related short videos on mainstream social media platforms: a cross-sectional study — Pei Lei, Jiayi Chen, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS