Evidence map›Paper›PMID 40910701›Full record

ArticleJMIR formative research2025

Quality and Reliability of Adolescent Sexuality Education on Chinese Video Platforms: Sentiment-Topic Analysis and Cross-Sectional Study.

Lan Wang, Xiantao Shu, Jianmei Huang, Weiqian Yan, Duo Zhao

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Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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0cells of the map it votes in
5citing 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

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3 · Its place in the literature

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5 citing papers in PubMed.

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4 · The record

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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.

Lan WangDepartment of Obstetrics and Gynecology, Huai'an 82 hospital, Huai'an, China.ORCID 0009-0007-4282-6707
Xiantao ShuMedical School of Yangtze University, Jingzhou, China.ORCID 0009-0001-7441-0729
Jianmei HuangDepartment of Obstetrics and Gynecology, Huai'an 82 hospital, Huai'an, China.ORCID 0009-0009-8980-6062
Weiqian YanDepartment of Orthopedics, The First People's Hospital of Guannan: Lianyun,  Lianyungang, China.ORCID 0009-0007-1793-5792
Duo ZhaoDepartment of Orthopedics, The First People's Hospital of Guannan: Lianyun,  Lianyungang, China.ORCID 0009-0008-8079-888X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAdolescence is a critical period for lifelong health, which makes access to accurate and comprehensive sexuality education essential. As video platforms become a primary source of information for adolescents, the quality of their content significantly impacts their physical and mental health.

objectiveThis study aimed to evaluate the quality, reliability, understandability, and actionability of adolescent sexuality education videos on major Chinese platforms (Bilibili, TikTok or Douyin, and Kwai), analyze associated user comment sentiment and topics, identify predictors of quality and reliability, and provide recommendations.

methodsA cross-sectional analysis was conducted (April 2025) on the top 100 comprehensively ranked comprehensive sexuality education videos (N=300 total) retrieved from each platform using the keyword ("adolescent sexuality education"). Videos were assessed using the Global Quality Score, modified DISCERN, and Patient Education Materials Assessment Tool (PEMAT-U/A), with interrater reliability assessed via Cohen κ. A corpus of over 49,000 user comments underwent sentiment analysis (fine-tuned RoBERTa) and topic modeling (BERTopic, yielding 29 topics grouped into 6 themes). Statistical analyses included Kruskal-Wallis H tests, Spearman correlations, and stepwise linear regressions (SPSS [version 27.0]; P<.05).

resultsVideo quality and reliability were moderate on Bilibili and TikTok but generally poor on Kwai. Content from verified sources (physicians, educators, and institutional media) demonstrated superior quality and stability compared to highly variable content from individual media (the predominant source type, especially on Kwai; 87/100, 87%). Paradoxically, Kwai exhibited the highest user engagement despite the lowest quality scores. Understandability (PEMAT-U) was consistently the strongest positive predictor for both quality (Global Quality Score, final model adjusted R

conclusionsWhile online video platforms offer accessible channels for adolescent sexuality education in China, the current content is often of moderate-to-poor quality, with questionable reliability and limited actionability. Understandability is paramount, but high engagement does not necessarily correlate with high quality or reliability, potentially amplifying misinformation. To effectively empower youth, critical steps include enhancing content quality by adhering to evidence-based frameworks like the International Technical Guidance on Sexuality Education; strengthening platform accountability through improved verification and algorithms; and promoting user media literacy. These measures aim to foster a healthier and more equitable future for Chinese adolescents, helping to achieve goals related to sexually transmitted infections and pregnancy prevention and promoting more open societal attitudes toward sexuality.

Indexed as

Sex EducationVideo RecordingAdolescentChinaCross-Sectional StudiesEast Asian PeopleFemaleHumansMaleReproducibility of Resultsadolescent sexuality educationBilibiliChinaGlobal Quality ScoreGQSinformation reliabilityKwaimDISCERNmodified DISCERNPatient Education Materials Assessment Tool-AudiovisualPEMAT-A/Vsentiment analysisSpearman correlation analysisstepwise regression analysisTikToktopic modelingvideos quality

Identifiers

PMID40910701
PMCPMC12449667

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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.