%0期刊文章%@ 1438-8871 %I JMIR出版物%V 22%卡塔尔世界杯8强波胆分析 N 12% P e24550% T COVID-19大流行期间关节炎患者的推文:内容和情感分析%A Berkovic,Danielle %A Ackerman,Ilana N %A Briggs,Andrew M %A Ayton,Darshini %+莫纳什大学公共卫生和预防医学学院，墨尔本，澳大利亚，61 425 705 130,darshini.ayton@monash.edu %K COVID-19 %K SARS-CoV-2 %K新型冠状病毒%K社交媒体%K推特%K内容分析%K情感分析%K微博%K关节炎%D 2020 %7 3.12.2020 %9原创论文%J J医学互联网Res %G英语%X背景:新出现的证据表明，在COVID-19大流行期间，关节炎患者报告的身体疼痛和心理压力增加。与此同时，在疫情期间，Twitter的日使用量激增了23%，为评估推文的内容和情绪提供了一个独特的机会。关节炎患者使用Twitter与同伴交流，并从卫生专业人员和服务机构获得关于新疗法和管理技术的最新信息。目的:本研究的目的是确定COVID-19大流行期间对关节炎患者重要的替代话题，并探讨大流行早期关节炎患者推文的情感背景。方法:从2020年3月20日至4月20日，从推特上回顾性提取了用英语发布的、带有与关节炎和COVID-19相关标签组合的公开推文。通过内容分析来确定推文中的共同主题，通过情感分析来检查主题中的积极和消极情绪，以了解关节炎患者的COVID-19经历。结果:共分析了149条推文。大多数推特用户都是来自美国的女性。 Tweeters reported a range of arthritis conditions, including rheumatoid arthritis, systemic lupus erythematosus, and psoriatic arthritis. Seven themes were identified: health care experiences, personal stories, links to relevant blogs, discussion of arthritis-related symptoms, advice sharing, messages of positivity, and stay-at-home messaging. Sentiment analysis demonstrated marked anxiety around medication shortages, increased physical symptom burden, and strong desire for trustworthy information and emotional connection. Conclusions: Tweets by people with arthritis highlight the multitude of concurrent concerns during the COVID-19 pandemic. Understanding these concerns, which include heightened physical and psychological symptoms in the context of treatment misinformation, may assist clinicians to provide person-centered care during this time of great health uncertainty. %M 33170802 %R 10.2196/24550 %U //www.mybigtv.com/2020/12/e24550 %U https://doi.org/10.2196/24550 %U http://www.ncbi.nlm.nih.gov/pubmed/33170802