Effectiveness of social video platforms in promoting smoking cessation among youth: A content-specific analysis of smoking cessation topic videos on the social platform Bilibili.

Abstract

Smoking cessation is a significant public health issue for young people. Social media provide the public with health knowledge through various types of videos. Bilibili is a trendy social video platform among the young population in China, and the number of smoking cessation videos on this platform is continuously increasing. Different content creators advocating smoking cessation through videos may influence young people's attitudes and behaviors towards tobacco and smoking. This study aims to measure the message sensation value (MSV) and the information appeals in smoking cessation videos on Bilibili, examining their impact on communication effectiveness. This study collected 337 videos from Bilibili and conducted a content analysis regarding the content creator's information, video presentation, MSV, and message appeals. The communication effectiveness of the videos was defined as a dependent variable and was divided into three dimensions: communication breadth, recognition, and participation. The average MSV (rated on a scale of 0 to 11) for smoking cessation-themed videos was 4.49 (SD=2.23). Chi-squared analysis revealed significant differences among different types of videos in the use of threat appeal (p<0.001), humor appeal (p<0.001), and psychological benefit (p<0.05). Additionally, different types of creators showed differences in the use of threat appeal (p<0.05), humor appeal (p<0.001), and psychological benefit (p<0.05). ANOVA results indicated significant differences in the level of MSV among different smoking cessation videos (F=39.775, p<0.001). Linear regression analysis showed that MSV, threat appeal, humor appeal, and economic benefit positively impacted dissemination effects (p<0.001). The results indicate that young people are likelier to watch smoking cessation videos with higher MSV and information appeal. These elements can enhance persuasion and the effectiveness of communication. Therefore, when video creators aim to promote smoking cessation among young people, they can consider factors such as MSV, threat appeal, humor appeal, and economic benefit to enhance communication effects.