Alvarado Garcia Arianna, Rahman Leah, Gregoski Mathew J, Andrade Ildeu
Angle Orthod. 2025 Mar 1;95(2):199-204. doi: 10.2319/071724-571.1.
To investigate and compare the educational value of the most popular testimonials between TikTok (TT) and YouTube (YT), and to classify the emotional response of viewers through sentiment analysis of video comments on both platforms involving orthodontic patients who will undergo orthognathic surgery.
Two distinct social media searches were conducted using specific search phrases on TT and YT. For each search phrase, 30 videos were gathered from each platform, and details such as number of views, likes, and comments were recorded for each video. Each video was then evaluated for completeness of information using an Information Completeness Score (ICS). A set of comments were collected for each video, and a Sentiment Analysis Score (SAS) was assigned using Azure Machine Learning.
TT had a higher number of views, likes, and comments. YT videos had a significantly higher ICS than TT (P < .0001). No statistically significant difference was found when evaluating SAS between the platforms or across phrase groups (P > .05), and no relationship was found between views, likes, comments, and SAS or ICS.
YT had higher-quality information within patient testimonials posted due to higher ICS values found than TT. Patient testimonials were not determined to have a positive or negative influence on potential patient opinions in either platform. Orthodontists should leverage their own TT profiles to help direct patients toward meaningful YT testimonials through informative video links.
调查并比较TikTok(TT)和YouTube(YT)上最受欢迎的推荐内容的教育价值,并通过对两个平台上涉及将接受正颌手术的正畸患者的视频评论进行情感分析,对观众的情感反应进行分类。
在TT和YT上使用特定搜索短语进行了两项不同的社交媒体搜索。对于每个搜索短语,从每个平台收集30个视频,并记录每个视频的观看次数、点赞数和评论数等详细信息。然后使用信息完整性评分(ICS)评估每个视频的信息完整性。为每个视频收集一组评论,并使用Azure机器学习分配情感分析评分(SAS)。
TT的观看次数、点赞数和评论数更多。YT视频的ICS显著高于TT(P < .0001)。在评估平台之间或短语组之间的SAS时,未发现统计学上的显著差异(P > .05),并且在观看次数、点赞数、评论数与SAS或ICS之间未发现相关性。
由于发现YT的ICS值高于TT,因此在发布的患者推荐内容中,YT具有更高质量的信息。在这两个平台上,患者推荐内容均未被确定对潜在患者的意见有正面或负面影响。正畸医生应利用自己的TT个人资料,通过提供信息的视频链接,帮助引导患者查看有意义的YT推荐内容。