Division of Infection and Global Health Research, School of Medicine, University of St Andrews, St Andrews, UK; Regional Infectious Diseases Unit, Western General Hospital, Edinburgh, UK; Department of Laboratory Medicine, Royal Infirmary of Edinburgh, Edinburgh, UK.
Department of Medical Microbiology and Infection Control, Franciscus Gasthuis & Vlietland, Rotterdam, the Netherlands; Department of Epidemiology, Julius Centre for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands.
Clin Microbiol Infect. 2019 Dec;25(12):1561.e7-1561.e12. doi: 10.1016/j.cmi.2019.04.030. Epub 2019 May 16.
During medical congresses Twitter allows discussions to disseminate beyond the congress hall and reach a wider audience. Insights into the dynamics of social media interactions during congresses, dissemination of scientific information and the determinants of a successful tweet may allow us to better understand social media's role in science communication.
We retrospectively extracted social media data during the European Congress of Clinical Microbiology and Infectious Diseases (ECCMID) 2017 and 2018 using NodeXL. We compared social media activity during these two congresses. Subsequently, we conducted in-depth analyses to identify the components of a successful tweet and multivariable analysis to assess independent factors associated with retweet activity.
In 2018, approximately 13 000 delegates attended ECCMID, but only 591 Twitter accounts actively tweeted about the congress. Although fewer tweets were posted in 2018 compared with 2017 (4213 versus 4657, respectively), ECCMID 2018 generated a 63% increase in the total number of retweets (p < 0.001). According to multivariable logistic regression analysis, using multimedia, URL or hashtags and mentioning other Twitter account(s) were independently associated with retweet success. Mentioning of other users and use of multimedia were the only consistent predictors of retweets irrespective of the number of followers.
A substantial increase in retweet activity and a modest increase in the number of influential Twitter accounts were observed between two successive congresses. Dissemination of scientific messages is more successful when connected accounts are actively involved in social media activity, and social media posts constitute the right combination of components.
在医学会议期间,Twitter 允许讨论在会议厅外传播,并覆盖更广泛的受众。深入了解会议期间社交媒体互动的动态、科学信息的传播以及成功推文的决定因素,可能有助于我们更好地理解社交媒体在科学传播中的作用。
我们使用 NodeXL 回顾性地提取了 2017 年和 2018 年欧洲临床微生物学和传染病大会(ECCMID)期间的社交媒体数据。我们比较了这两届大会的社交媒体活动。随后,我们进行了深入分析,以确定成功推文的组成部分,并进行多变量分析,以评估与转发活动相关的独立因素。
2018 年,约有 13000 名代表参加了 ECCMID,但只有 591 个 Twitter 账户积极发布有关大会的推文。尽管 2018 年发布的推文数量比 2017 年少(分别为 4213 条和 4657 条),但 ECCMID 2018 年的总转发量增加了 63%(p<0.001)。根据多变量逻辑回归分析,使用多媒体、网址或标签以及提及其他 Twitter 账户与转发成功独立相关。提及其他用户和使用多媒体是与转发量相关的唯一一致预测因子,而与关注者数量无关。
在连续两届大会之间,转发活动大幅增加,有影响力的 Twitter 账户数量略有增加。当关联账户积极参与社交媒体活动,并且社交媒体帖子构成正确的组合时,科学信息的传播就会更加成功。