Bunyan Alden, Venuturupalli Swamy, Reuter Katja
Graduate School in Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, United States.
Division of Rheumatology, Cedars Sinai Medical Center, Los Angeles, CA, United States.
JMIR Res Protoc. 2021 May 6;10(5):e15716. doi: 10.2196/15716.
Lupus is a complex autoimmune disease that is difficult to diagnose and treat. It is estimated that at least 5 million Americans have lupus, with more than 16,000 new cases of lupus being reported annually in the United States. Social media provides a platform for patients to find rheumatologists and peers and build awareness of the condition. Researchers have suggested that the social network Twitter may serve as a rich avenue for exploring how patients communicate about their health issues. However, there is a lack of research about the characteristics of lupus patients on Twitter and their attitudes toward using Twitter for engaging them with their health care.
This study has two objectives: (1) to conduct a content analysis of Twitter data published by users (in English) in the United States between September 1, 2017 and October 31, 2018 to identify patients who publicly discuss their lupus condition and to assess their expressed health themes and (2) to conduct a cross-sectional survey among these lupus patients on Twitter to study their attitudes toward using Twitter for engaging them with their health care.
This is a mixed methods study that analyzes retrospective Twitter data and conducts a cross-sectional survey among lupus patients on Twitter. We used Symplur Signals, a health care social media analytics platform, to access the Twitter data and analyze user-generated posts that include keywords related to lupus. We will use descriptive statistics to analyze the data and identify the most prevalent topics in the Twitter content among lupus patients. We will further conduct self-report surveys via Twitter by inviting all identified lupus patients who discuss their lupus condition on Twitter. The goal of the survey is to collect data about the characteristics of lupus patients (eg, gender, race/ethnicity, educational level) and their attitudes toward using Twitter for engaging them with their health care.
This study has been funded by the National Center for Advancing Translational Science through a Clinical and Translational Science Award. The institutional review board at the University of Southern California (HS-19-00048) approved the study. Data extraction and cleaning are complete. We obtained 47,715 Twitter posts containing terms related to "lupus" from users in the United States published in English between September 1, 2017 and October 31, 2018. We included 40,885 posts in the analysis. Data analysis was completed in Fall 2020.
The data obtained in this pilot study will shed light on whether Twitter provides a promising data source for garnering health-related attitudes among lupus patients. The data will also help to determine whether Twitter might serve as a potential outreach platform for raising awareness of lupus among patients and implementing related health education interventions.
INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/15716.
狼疮是一种复杂的自身免疫性疾病,难以诊断和治疗。据估计,至少有500万美国人患有狼疮,美国每年报告的狼疮新病例超过16000例。社交媒体为患者提供了一个寻找风湿病专家和病友并提高对该病认识的平台。研究人员认为,社交网络推特可能是探索患者如何交流其健康问题的丰富途径。然而,关于推特上狼疮患者的特征以及他们对使用推特参与医疗保健的态度,缺乏相关研究。
本研究有两个目的:(1)对2017年9月1日至2018年10月31日期间美国用户(用英文)发布的推特数据进行内容分析,以识别公开讨论其狼疮病情的患者,并评估他们表达的健康主题;(2)对推特上的这些狼疮患者进行横断面调查,以研究他们对使用推特参与医疗保健的态度。
这是一项混合方法研究,分析回顾性推特数据并对推特上的狼疮患者进行横断面调查。我们使用医疗保健社交媒体分析平台Symplur Signals来获取推特数据,并分析包含与狼疮相关关键词的用户生成帖子。我们将使用描述性统计分析数据,确定狼疮患者推特内容中最普遍的主题。我们将通过推特邀请所有在推特上讨论其狼疮病情的已识别狼疮患者进行自我报告调查。该调查的目的是收集有关狼疮患者特征(如性别、种族/民族、教育水平)以及他们对使用推特参与医疗保健的态度的数据。
本研究由美国国立转化医学推进中心通过临床和转化科学奖资助。南加州大学的机构审查委员会(HS - 19 - 00048)批准了该研究。数据提取和清理工作已完成。我们从2017年9月1日至2018年10月31日期间在美国用英文发布推特的用户那里获得了47715条包含与“狼疮”相关术语的帖子。我们将40885条帖子纳入分析。数据分析于2020年秋季完成。
这项初步研究获得的数据将阐明推特是否为获取狼疮患者与健康相关的态度提供了一个有前景的数据源。这些数据还将有助于确定推特是否可能成为提高患者对狼疮的认识并实施相关健康教育干预措施的潜在推广平台。
国际注册报告识别码(IRRID):DERR1 - 10.2196/15716